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Joel Nitta

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Bio

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I am an Associate Professor in the Graduate School of Global and Transdisciplinary Studies at Chiba University, Japan. I study ferns, an ancient and diverse lineage of vascular plants.

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Ferns have a unique lifecycle combining two free-living stages (gametophyte and sporophyte) that differ from each other dramatically in appearance and physiology. This sets ferns apart from nearly all other land plants, and has important implications for their ecology and evolution. I am particularly interested in how different stages of the fern lifecycle contribute to community assembly processes, as well as fern ecology, evolution, and systematics.

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I am also an enthusiastic adherent of reproducible analysis and coding, especially with ! Please see my blog for more stories about this topic.

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Education

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  • Harvard University | PhD in Organismic and Evolutionary Biology | 2016

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  • The University of Tokyo | MS in Biological Sciences | 2010

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  • The University of California, Berkeley | BA in Integrative Biology and Japanese Language | 2007

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Experience

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  • Graduate School of Global and Transdisciplinary Studies, Chiba University | Associate Professor | April 2023 - Present

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  • Iwasaki Lab, The University of Tokyo | Project Research Associate | April 2020 - March 2023

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  • National Museum of Natural History, Smithsonian Institution | Postdoctoral Fellow | January 2019 - March 2020

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  • National Museum of Nature and Science, Japan | Postdoctoral Fellow | November 2016 - December 2018

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a/ja/content/pdf/Zhou_et_al_2017_A_plastid_phylogeny_and_character_evolution_of_the_Old.pdf b/ja/content/pdf/Zhou_et_al_2017_A_plastid_phylogeny_and_character_evolution_of_the_Old.pdf new file mode 100755 index 0000000..ec69a96 Binary files /dev/null and b/ja/content/pdf/Zhou_et_al_2017_A_plastid_phylogeny_and_character_evolution_of_the_Old.pdf differ diff --git a/ja/index.html b/ja/index.html new file mode 100644 index 0000000..1a06b49 --- /dev/null +++ b/ja/index.html @@ -0,0 +1,695 @@ + + + + + + + +ニッタ ジョエル + + + + + + + + + + + + + + +
+
+ + + + +
+
+
+

ニッタ ジョエル

+
+
+
+
+ + + + + + + + + + RM + +
+
+
+

自己紹介

+

初めまして、千葉大学 大学院国際学術研究院・国際教養学部の准教授のニッタ ジョエルです。私はシダ植物の進化と生態学を研究しています。

+

シダ植物は非常にユニークなライフサイクルを持つ、とても面白い研究対象です。普段目にしている植物は「胞子体」（二倍体）ですが、もう一つ、極めて小さな（通常は１センチ以下）「配偶体」（一倍体）というライフステージもあり、両方とも独立に生息しています。この特徴は他の陸上植物と根本的に異なり、シダ植物の進化にとって非常に大きな意味を持っています。私は特にシダ植物のライフサイクルがその群集形成のプロセスや生態学などに与える影響について研究しています。

+

そして、再現性可能な解析やコード、特にに興味があります。この話については、ブログを見てみてください。

+

教育歴

+
    +

  • ハーバード大学 | 進化生物学研究科博士課程　修了 | 2016年

    • +

  • 東京大学 | 生物科学専攻修士課程　修了 | 2010年

    • +

  • カリフォルニア大学バークレー校 | 総合生物学・日本語専攻　卒業 | 2007年

    • +

職歴

+
    +

  • 千葉大学 大学院国際学術研究院 国際教養学部 | 准教授 | 2023年4月 - 現在

    • +

  • 東京大学大学院理学系研究科岩崎研究室 | 特任助教 | 2020年4月 - 2023年3月

    • +

  • スミソニアン国立自然史博物館 | 特別研究員 | 2019年1月 - 2020年3月

    • +

  • 国立科学博物館植物研究部 | 外国人特別研究員 | 2016年11月 - 2018年12月

    • +
+
+ + +
+
+ + +
+ + + + + + diff --git a/ja/jnitta_theme.css b/ja/jnitta_theme.css new file mode 100644 index 0000000..2799ce6 --- /dev/null +++ b/ja/jnitta_theme.css @@ -0,0 +1,42 @@ +/* variables inherit from bootswatch css */ + +/* Links */ + +a { + color: var(--bs-primary); + border-bottom: 0px; + text-decoration: none; +} + +d-article a { + color: var(--bs-primary); + border-bottom: 0px; + text-decoration: none; +} + +a:hover, a:focus { + color: var(--bs-secondary); + font-weight: 500; + border-color: var(--bs-secondary); +} + +d-article a:hover, a:focus { + color: var(--bs-secondary); + font-weight: 500; + border-color: var(--bs-secondary); +} + +/* Link buttons */ + +.icon-link { + background-color: var(--bs-primary); + color: var(--bs-white); + padding: 3px 5px 3px 5px; + margin: 0 2px 0 2px; + border-radius: 5px; /* Rounded edges */ +} + +.icon-link:hover { + background-color: var(--bs-secondary); + color: var(--bs-white); +} diff --git a/ja/listings.json b/ja/listings.json new file mode 100644 index 0000000..6e2b320 --- /dev/null +++ b/ja/listings.json @@ -0,0 +1,31 @@ +[ + { + "listing": "/blog.html", + "items": [ + "/posts/2023-02-21_fern-family-tree/index.ja.html", + "/posts/2022-10-07_canaper/index.ja.html", + "/posts/2021-11-24_using-giscus/index.ja.html", + "/posts/2021-11-16_r-bioinfo-flow/index.ja.html", + "/posts/2021-06-02_color-scheme-anc-states/index.ja.html", + "/posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html" + ] + }, + { + "listing": "/talks.html", + "items": [ + "/talks/2023-01-21_yurufuwa.ja.html", + "/talks/2023-01-01_ropensci.ja.html", + "/talks/2022-09-27_biodigi.ja.html", + "/talks/2022-03-17_india.ja.html", + "/talks/2022-08-10_carptrans.ja.html", + "/talks/2022-07-24_botany_taxastand.ja.html", + "/talks/2022-07-24_botany_ftol.ja.html", + "/talks/2022-07-13_ismb.ja.html", + "/talks/2022-06-30_iscbacad.ja.html", + "/talks/2022-05-07_biocasia.ja.html", + "/talks/2022-01-12_biohack.ja.html", + "/talks/2021-07-19_botany.ja.html", + "/talks/2020-07-27_botany.ja.html" + ] + } +] \ No newline at end of file diff --git a/ja/posts/2019-02-16_building-r-docker-images-with-secrets/featured.png b/ja/posts/2019-02-16_building-r-docker-images-with-secrets/featured.png new file mode 100644 index 0000000..02909f2 Binary files /dev/null and b/ja/posts/2019-02-16_building-r-docker-images-with-secrets/featured.png differ diff --git a/ja/posts/2019-02-16_building-r-docker-images-with-secrets/index.html b/ja/posts/2019-02-16_building-r-docker-images-with-secrets/index.html new file mode 100644 index 0000000..f09aa4a --- /dev/null +++ b/ja/posts/2019-02-16_building-r-docker-images-with-secrets/index.html @@ -0,0 +1,881 @@ + + + + + + + + + + + + +ニッタ ジョエル - Building R docker images with secrets + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+ +
+
+
+

Building R docker images with secrets

+
+
+ Keep it secret. Keep it safe. +
+
+
+
docker
+
+
+
+ +
+
Author
+
Affiliation
+ +
+

Joel Nitta

+
+
+

+ + University of Tokyo + +

+
+
+ +
+ + +
+
Published
+
+

February 16, 2019

+
+
+ +
+
Modified
+
+

December 9, 2023

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

+
Top secret
+
+
+

Docker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?

+

There are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets.

+
+

A simple example

+

Here is how to use the new Docker features to securely pass a secret during a build 1.

+

There are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...

+

Next, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:

+
# syntax=docker/dockerfile:1.0.0-experimental
+FROM rocker/tidyverse
+

Save your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:

+
echo "FABULOUS" > my_secret_stash
+

This is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.

+
# syntax = docker/dockerfile:1.0-experimental
+FROM alpine
+
+RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
+

To see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:

+
DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash .
+

I’ve truncated the output, but you should see something like this (the exact build step number may vary).

+

+#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
+#7       digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de
+#7         name: "[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret"
+#7      started: 2019-02-18 20:51:20.1092144 +0000 UTC
+#7 0.668 FABULOUS
+#7    completed: 2019-02-18 20:51:21.0927656 +0000 UTC
+#7     duration: 983.5512ms
+
+

Can you spot our secret? It’s showing up from the cat command. However, it will not remain in the image.

+
+
+

Installing a private R package

+

To install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:

+
# install_git_packages.R
+secret <- commandArgs(trailing = TRUE)
+devtools::install_github("joelnitta/my-private-package", auth_token = secret)
+

commandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.

+

We will call this script from the Dockerfile and pass the secret to it.

+

Here is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)

+
# syntax = docker/dockerfile:1.0-experimental
+FROM rocker/tidyverse:3.5.1
+
+ENV DEBIAN_FRONTEND noninteractive
+
+COPY install_git_packages.R .
+
+RUN apt-get update
+
+RUN --mount=type=secret,id=mysecret \
+Rscript install_git_packages.R `cat /run/secrets/mysecret`
+

Let’s build the image and tag it:

+
DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash . -t my_special_image
+

That’s it!

+
+ + + +

Reproducibility

+ + + + +

Footnotes

+ +
    +

  1. No guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎

    2. +

  2. Of course, be sure to add the file containing the secret to .gitignore!↩︎

    3. +
+

Reuse

Citation

BibTeX citation:
@online{nitta2019,
+  author = {Nitta, Joel},
+  title = {Building {R} Docker Images with Secrets},
+  date = {2019-02-16},
+  url = {https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/},
+  langid = {en}
+}
+
For attribution, please cite this work as:
+Nitta, Joel. 2019. “Building R Docker Images with Secrets.” +February 16, 2019. https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/. +
+ + + + +
+ + + + + \ No newline at end of file diff --git a/ja/posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html b/ja/posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html new file mode 100644 index 0000000..623474c --- /dev/null +++ b/ja/posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html @@ -0,0 +1,880 @@ + + + + + + + + + + + +ニッタ ジョエル - Building R docker images with secrets + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+ +
+
+
+

Building R docker images with secrets

+
+
+ Keep it secret. Keep it safe. +
+
+
+
docker
+
+
+
+ +
+
作者
+
所属
+ +
+

Joel Nitta

+
+
+

+ + University of Tokyo + +

+
+
+ +
+ + +
+
公開
+
+

2019年2月16日

+
+
+ +
+
更新日
+
+

2023年12月9日

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

+
Top secret
+
+
+

Docker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?

+

There are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets.

+
+

A simple example

+

Here is how to use the new Docker features to securely pass a secret during a build 1.

+

There are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...

+

Next, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:

+
# syntax=docker/dockerfile:1.0.0-experimental
+FROM rocker/tidyverse
+

Save your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:

+
echo "FABULOUS" > my_secret_stash
+

This is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.

+
# syntax = docker/dockerfile:1.0-experimental
+FROM alpine
+
+RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
+

To see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:

+
DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash .
+

I’ve truncated the output, but you should see something like this (the exact build step number may vary).

+

+#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
+#7       digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de
+#7         name: "[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret"
+#7      started: 2019-02-18 20:51:20.1092144 +0000 UTC
+#7 0.668 FABULOUS
+#7    completed: 2019-02-18 20:51:21.0927656 +0000 UTC
+#7     duration: 983.5512ms
+
+

Can you spot our secret? It’s showing up from the cat command. However, it will not remain in the image.

+
+
+

Installing a private R package

+

To install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:

+
# install_git_packages.R
+secret <- commandArgs(trailing = TRUE)
+devtools::install_github("joelnitta/my-private-package", auth_token = secret)
+

commandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.

+

We will call this script from the Dockerfile and pass the secret to it.

+

Here is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)

+
# syntax = docker/dockerfile:1.0-experimental
+FROM rocker/tidyverse:3.5.1
+
+ENV DEBIAN_FRONTEND noninteractive
+
+COPY install_git_packages.R .
+
+RUN apt-get update
+
+RUN --mount=type=secret,id=mysecret \
+Rscript install_git_packages.R `cat /run/secrets/mysecret`
+

Let’s build the image and tag it:

+
DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash . -t my_special_image
+

That’s it!

+
+ + + +

Reproducibility

+ + + + +

脚注

+ +
    +

  1. No guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎

    2. +

  2. Of course, be sure to add the file containing the secret to .gitignore!↩︎

    3. +
+

ライセンス

引用

BibTeX
@online{nitta2019,
+  author = {Nitta, Joel},
+  title = {Building R docker images with secrets},
+  date = {2019-02-16},
+  url = {https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/},
+  langid = {ja}
+}
+
引用方法
+Nitta, Joel. 2019. “Building R docker images with secrets.” +February 16, 2019. https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/. +
+ + + + +
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[ this[ j ] ] : [] ); + }, + + end: function() { + return this.prevObject || this.constructor(); + }, + + // For internal use only. + // Behaves like an Array's method, not like a jQuery method. + push: push, + sort: arr.sort, + splice: arr.splice +}; + +jQuery.extend = jQuery.fn.extend = function() { + var options, name, src, copy, copyIsArray, clone, + target = arguments[ 0 ] || {}, + i = 1, + length = arguments.length, + deep = false; + + // Handle a deep copy situation + if ( typeof target === "boolean" ) { + deep = target; + + // Skip the boolean and the target + target = arguments[ i ] || {}; + i++; + } + + // Handle case when target is a string or something (possible in deep copy) + if ( typeof target !== "object" && !isFunction( target ) ) { + target = {}; + } + + // Extend jQuery itself if only one argument is passed + if ( i === length ) { + target = this; + i--; + } + + for ( ; i < length; i++ ) { + + // Only deal with non-null/undefined values + if ( ( options = arguments[ i ] ) != null ) { + + // Extend the base object + for ( name in options ) { + copy = options[ name ]; + + // Prevent Object.prototype pollution + // Prevent never-ending loop + if ( name === "__proto__" || target === copy ) { + continue; + } + + // Recurse if we're merging plain objects or arrays + if ( deep && copy && ( jQuery.isPlainObject( copy ) || + ( copyIsArray = Array.isArray( copy ) ) ) ) { + src = target[ name ]; + + // Ensure proper type for the source value + if ( copyIsArray && !Array.isArray( src ) ) { + clone = []; + } else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) { + clone = {}; + } else { + clone = src; + } + copyIsArray = false; + + // Never move original objects, clone them + target[ name ] = jQuery.extend( deep, clone, copy ); + + // Don't bring in undefined values + } else if ( copy !== undefined ) { + target[ name ] = copy; + } + } + } + } + + // Return the modified object + return target; +}; + +jQuery.extend( { + + // Unique for each copy of jQuery on the page + expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ), + + // Assume jQuery is ready without the ready module + isReady: true, + + error: function( msg ) { + throw new Error( msg ); + }, + + noop: function() {}, + + isPlainObject: function( obj ) { + var proto, Ctor; + + // Detect obvious negatives + // Use toString instead of jQuery.type to catch host objects + if ( !obj || toString.call( obj ) !== "[object Object]" ) { + return false; + } + + proto = getProto( obj ); + + // Objects with no prototype (e.g., `Object.create( null )`) are plain + if ( !proto ) { + return true; + } + + // Objects with prototype are plain iff they were constructed by a global Object function + Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor; + return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString; + }, + + isEmptyObject: function( obj ) { + var name; + + for ( name in obj ) { + return false; + } + return true; + }, + + // Evaluates a script in a provided context; falls back to the global one + // if not specified. + globalEval: function( code, options, doc ) { + DOMEval( code, { nonce: options && options.nonce }, doc ); + }, + + each: function( obj, callback ) { + var length, i = 0; + + if ( isArrayLike( obj ) ) { + length = obj.length; + for ( ; i < length; i++ ) { + if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { + break; + } + } + } else { + for ( i in obj ) { + if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { + break; + } + } + } + + return obj; + }, + + // results is for internal usage only + makeArray: function( arr, results ) { + var ret = results || []; + + if ( arr != null ) { + if ( isArrayLike( Object( arr ) ) ) { + jQuery.merge( ret, + typeof arr === "string" ? + [ arr ] : arr + ); + } else { + push.call( ret, arr ); + } + } + + return ret; + }, + + inArray: function( elem, arr, i ) { + return arr == null ? -1 : indexOf.call( arr, elem, i ); + }, + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + merge: function( first, second ) { + var len = +second.length, + j = 0, + i = first.length; + + for ( ; j < len; j++ ) { + first[ i++ ] = second[ j ]; + } + + first.length = i; + + return first; + }, + + grep: function( elems, callback, invert ) { + var callbackInverse, + matches = [], + i = 0, + length = elems.length, + callbackExpect = !invert; + + // Go through the array, only saving the items + // that pass the validator function + for ( ; i < length; i++ ) { + callbackInverse = !callback( elems[ i ], i ); + if ( callbackInverse !== callbackExpect ) { + matches.push( elems[ i ] ); + } + } + + return matches; + }, + + // arg is for internal usage only + map: function( elems, callback, arg ) { + var length, value, + i = 0, + ret = []; + + // Go through the array, translating each of the items to their new values + if ( isArrayLike( elems ) ) { + length = elems.length; + for ( ; i < length; i++ ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + + // Go through every key on the object, + } else { + for ( i in elems ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + } + + // Flatten any nested arrays + return flat( ret ); + }, + + // A global GUID counter for objects + guid: 1, + + // jQuery.support is not used in Core but other projects attach their + // properties to it so it needs to exist. + support: support +} ); + +if ( typeof Symbol === "function" ) { + jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ]; +} + +// Populate the class2type map +jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ), + function( _i, name ) { + class2type[ "[object " + name + "]" ] = name.toLowerCase(); + } ); + +function isArrayLike( obj ) { + + // Support: real iOS 8.2 only (not reproducible in simulator) + // `in` check used to prevent JIT error (gh-2145) + // hasOwn isn't used here due to false negatives + // regarding Nodelist length in IE + var length = !!obj && "length" in obj && obj.length, + type = toType( obj ); + + if ( isFunction( obj ) || isWindow( obj ) ) { + return false; + } + + return type === "array" || length === 0 || + typeof length === "number" && length > 0 && ( length - 1 ) in obj; +} +var Sizzle = +/*! + * Sizzle CSS Selector Engine v2.3.6 + * https://sizzlejs.com/ + * + * Copyright JS Foundation and other contributors + * Released under the MIT license + * https://js.foundation/ + * + * Date: 2021-02-16 + */ +( function( window ) { +var i, + support, + Expr, + getText, + isXML, + tokenize, + compile, + select, + outermostContext, + sortInput, + hasDuplicate, + + // Local document vars + setDocument, + document, + docElem, + documentIsHTML, + rbuggyQSA, + rbuggyMatches, + matches, + contains, + + // Instance-specific data + expando = "sizzle" + 1 * new Date(), + preferredDoc = window.document, + dirruns = 0, + done = 0, + classCache = createCache(), + tokenCache = createCache(), + compilerCache = createCache(), + nonnativeSelectorCache = createCache(), + sortOrder = function( a, b ) { + if ( a === b ) { + hasDuplicate = true; + } + return 0; + }, + + // Instance methods + hasOwn = ( {} ).hasOwnProperty, + arr = [], + pop = arr.pop, + pushNative = arr.push, + push = arr.push, + slice = arr.slice, + + // Use a stripped-down indexOf as it's faster than native + // https://jsperf.com/thor-indexof-vs-for/5 + indexOf = function( list, elem ) { + var i = 0, + len = list.length; + for ( ; i < len; i++ ) { + if ( list[ i ] === elem ) { + return i; + } + } + return -1; + }, + + booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" + + "ismap|loop|multiple|open|readonly|required|scoped", + + // Regular expressions + + // http://www.w3.org/TR/css3-selectors/#whitespace + whitespace = "[\\x20\\t\\r\\n\\f]", + + // https://www.w3.org/TR/css-syntax-3/#ident-token-diagram + identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace + + "?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+", + + // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors + attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace + + + // Operator (capture 2) + "*([*^$|!~]?=)" + whitespace + + + // "Attribute values must be CSS identifiers [capture 5] + // or strings [capture 3 or capture 4]" + "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + + whitespace + "*\\]", + + pseudos = ":(" + identifier + ")(?:\\((" + + + // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: + // 1. quoted (capture 3; capture 4 or capture 5) + "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + + + // 2. simple (capture 6) + "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + + + // 3. anything else (capture 2) + ".*" + + ")\\)|)", + + // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter + rwhitespace = new RegExp( whitespace + "+", "g" ), + rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + + whitespace + "+$", "g" ), + + rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), + rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + + "*" ), + rdescend = new RegExp( whitespace + "|>" ), + + rpseudo = new RegExp( pseudos ), + ridentifier = new RegExp( "^" + identifier + "$" ), + + matchExpr = { + "ID": new RegExp( "^#(" + identifier + ")" ), + "CLASS": new RegExp( "^\\.(" + identifier + ")" ), + "TAG": new RegExp( "^(" + identifier + "|[*])" ), + "ATTR": new RegExp( "^" + attributes ), + "PSEUDO": new RegExp( "^" + pseudos ), + "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + + whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + + whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), + "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), + + // For use in libraries implementing .is() + // We use this for POS matching in `select` + "needsContext": new RegExp( "^" + whitespace + + "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace + + "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) + }, + + rhtml = /HTML$/i, + rinputs = /^(?:input|select|textarea|button)$/i, + rheader = /^h\d$/i, + + rnative = /^[^{]+\{\s*\[native \w/, + + // Easily-parseable/retrievable ID or TAG or CLASS selectors + rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, + + rsibling = /[+~]/, + + // CSS escapes + // http://www.w3.org/TR/CSS21/syndata.html#escaped-characters + runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ), + funescape = function( escape, nonHex ) { + var high = "0x" + escape.slice( 1 ) - 0x10000; + + return nonHex ? + + // Strip the backslash prefix from a non-hex escape sequence + nonHex : + + // Replace a hexadecimal escape sequence with the encoded Unicode code point + // Support: IE <=11+ + // For values outside the Basic Multilingual Plane (BMP), manually construct a + // surrogate pair + high < 0 ? + String.fromCharCode( high + 0x10000 ) : + String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); + }, + + // CSS string/identifier serialization + // https://drafts.csswg.org/cssom/#common-serializing-idioms + rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g, + fcssescape = function( ch, asCodePoint ) { + if ( asCodePoint ) { + + // U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER + if ( ch === "\0" ) { + return "\uFFFD"; + } + + // Control characters and (dependent upon position) numbers get escaped as code points + return ch.slice( 0, -1 ) + "\\" + + ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " "; + } + + // Other potentially-special ASCII characters get backslash-escaped + return "\\" + ch; + }, + + // Used for iframes + // See setDocument() + // Removing the function wrapper causes a "Permission Denied" + // error in IE + unloadHandler = function() { + setDocument(); + }, + + inDisabledFieldset = addCombinator( + function( elem ) { + return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset"; + }, + { dir: "parentNode", next: "legend" } + ); + +// Optimize for push.apply( _, NodeList ) +try { + push.apply( + ( arr = slice.call( preferredDoc.childNodes ) ), + preferredDoc.childNodes + ); + + // Support: Android<4.0 + // Detect silently failing push.apply + // eslint-disable-next-line no-unused-expressions + arr[ preferredDoc.childNodes.length ].nodeType; +} catch ( e ) { + push = { apply: arr.length ? + + // Leverage slice if possible + function( target, els ) { + pushNative.apply( target, slice.call( els ) ); + } : + + // Support: IE<9 + // Otherwise append directly + function( target, els ) { + var j = target.length, + i = 0; + + // Can't trust NodeList.length + while ( ( target[ j++ ] = els[ i++ ] ) ) {} + target.length = j - 1; + } + }; +} + +function Sizzle( selector, context, results, seed ) { + var m, i, elem, nid, match, groups, newSelector, + newContext = context && context.ownerDocument, + + // nodeType defaults to 9, since context defaults to document + nodeType = context ? context.nodeType : 9; + + results = results || []; + + // Return early from calls with invalid selector or context + if ( typeof selector !== "string" || !selector || + nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) { + + return results; + } + + // Try to shortcut find operations (as opposed to filters) in HTML documents + if ( !seed ) { + setDocument( context ); + context = context || document; + + if ( documentIsHTML ) { + + // If the selector is sufficiently simple, try using a "get*By*" DOM method + // (excepting DocumentFragment context, where the methods don't exist) + if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) { + + // ID selector + if ( ( m = match[ 1 ] ) ) { + + // Document context + if ( nodeType === 9 ) { + if ( ( elem = context.getElementById( m ) ) ) { + + // Support: IE, Opera, Webkit + // TODO: identify versions + // getElementById can match elements by name instead of ID + if ( elem.id === m ) { + results.push( elem ); + return results; + } + } else { + return results; + } + + // Element context + } else { + + // Support: IE, Opera, Webkit + // TODO: identify versions + // getElementById can match elements by name instead of ID + if ( newContext && ( elem = newContext.getElementById( m ) ) && + contains( context, elem ) && + elem.id === m ) { + + results.push( elem ); + return results; + } + } + + // Type selector + } else if ( match[ 2 ] ) { + push.apply( results, context.getElementsByTagName( selector ) ); + return results; + + // Class selector + } else if ( ( m = match[ 3 ] ) && support.getElementsByClassName && + context.getElementsByClassName ) { + + push.apply( results, context.getElementsByClassName( m ) ); + return results; + } + } + + // Take advantage of querySelectorAll + if ( support.qsa && + !nonnativeSelectorCache[ selector + " " ] && + ( !rbuggyQSA || !rbuggyQSA.test( selector ) ) && + + // Support: IE 8 only + // Exclude object elements + ( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) { + + newSelector = selector; + newContext = context; + + // qSA considers elements outside a scoping root when evaluating child or + // descendant combinators, which is not what we want. + // In such cases, we work around the behavior by prefixing every selector in the + // list with an ID selector referencing the scope context. + // The technique has to be used as well when a leading combinator is used + // as such selectors are not recognized by querySelectorAll. + // Thanks to Andrew Dupont for this technique. + if ( nodeType === 1 && + ( rdescend.test( selector ) || rcombinators.test( selector ) ) ) { + + // Expand context for sibling selectors + newContext = rsibling.test( selector ) && testContext( context.parentNode ) || + context; + + // We can use :scope instead of the ID hack if the browser + // supports it & if we're not changing the context. + if ( newContext !== context || !support.scope ) { + + // Capture the context ID, setting it first if necessary + if ( ( nid = context.getAttribute( "id" ) ) ) { + nid = nid.replace( rcssescape, fcssescape ); + } else { + context.setAttribute( "id", ( nid = expando ) ); + } + } + + // Prefix every selector in the list + groups = tokenize( selector ); + i = groups.length; + while ( i-- ) { + groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " + + toSelector( groups[ i ] ); + } + newSelector = groups.join( "," ); + } + + try { + push.apply( results, + newContext.querySelectorAll( newSelector ) + ); + return results; + } catch ( qsaError ) { + nonnativeSelectorCache( selector, true ); + } finally { + if ( nid === expando ) { + context.removeAttribute( "id" ); + } + } + } + } + } + + // All others + return select( selector.replace( rtrim, "$1" ), context, results, seed ); +} + +/** + * Create key-value caches of limited size + * @returns {function(string, object)} Returns the Object data after storing it on itself with + * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) + * deleting the oldest entry + */ +function createCache() { + var keys = []; + + function cache( key, value ) { + + // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) + if ( keys.push( key + " " ) > Expr.cacheLength ) { + + // Only keep the most recent entries + delete cache[ keys.shift() ]; + } + return ( cache[ key + " " ] = value ); + } + return cache; +} + +/** + * Mark a function for special use by Sizzle + * @param {Function} fn The function to mark + */ +function markFunction( fn ) { + fn[ expando ] = true; + return fn; +} + +/** + * Support testing using an element + * @param {Function} fn Passed the created element and returns a boolean result + */ +function assert( fn ) { + var el = document.createElement( "fieldset" ); + + try { + return !!fn( el ); + } catch ( e ) { + return false; + } finally { + + // Remove from its parent by default + if ( el.parentNode ) { + el.parentNode.removeChild( el ); + } + + // release memory in IE + el = null; + } +} + +/** + * Adds the same handler for all of the specified attrs + * @param {String} attrs Pipe-separated list of attributes + * @param {Function} handler The method that will be applied + */ +function addHandle( attrs, handler ) { + var arr = attrs.split( "|" ), + i = arr.length; + + while ( i-- ) { + Expr.attrHandle[ arr[ i ] ] = handler; + } +} + +/** + * Checks document order of two siblings + * @param {Element} a + * @param {Element} b + * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b + */ +function siblingCheck( a, b ) { + var cur = b && a, + diff = cur && a.nodeType === 1 && b.nodeType === 1 && + a.sourceIndex - b.sourceIndex; + + // Use IE sourceIndex if available on both nodes + if ( diff ) { + return diff; + } + + // Check if b follows a + if ( cur ) { + while ( ( cur = cur.nextSibling ) ) { + if ( cur === b ) { + return -1; + } + } + } + + return a ? 1 : -1; +} + +/** + * Returns a function to use in pseudos for input types + * @param {String} type + */ +function createInputPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for buttons + * @param {String} type + */ +function createButtonPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return ( name === "input" || name === "button" ) && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for :enabled/:disabled + * @param {Boolean} disabled true for :disabled; false for :enabled + */ +function createDisabledPseudo( disabled ) { + + // Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable + return function( elem ) { + + // Only certain elements can match :enabled or :disabled + // https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled + // https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled + if ( "form" in elem ) { + + // Check for inherited disabledness on relevant non-disabled elements: + // * listed form-associated elements in a disabled fieldset + // https://html.spec.whatwg.org/multipage/forms.html#category-listed + // https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled + // * option elements in a disabled optgroup + // https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled + // All such elements have a "form" property. + if ( elem.parentNode && elem.disabled === false ) { + + // Option elements defer to a parent optgroup if present + if ( "label" in elem ) { + if ( "label" in elem.parentNode ) { + return elem.parentNode.disabled === disabled; + } else { + return elem.disabled === disabled; + } + } + + // Support: IE 6 - 11 + // Use the isDisabled shortcut property to check for disabled fieldset ancestors + return elem.isDisabled === disabled || + + // Where there is no isDisabled, check manually + /* jshint -W018 */ + elem.isDisabled !== !disabled && + inDisabledFieldset( elem ) === disabled; + } + + return elem.disabled === disabled; + + // Try to winnow out elements that can't be disabled before trusting the disabled property. + // Some victims get caught in our net (label, legend, menu, track), but it shouldn't + // even exist on them, let alone have a boolean value. + } else if ( "label" in elem ) { + return elem.disabled === disabled; + } + + // Remaining elements are neither :enabled nor :disabled + return false; + }; +} + +/** + * Returns a function to use in pseudos for positionals + * @param {Function} fn + */ +function createPositionalPseudo( fn ) { + return markFunction( function( argument ) { + argument = +argument; + return markFunction( function( seed, matches ) { + var j, + matchIndexes = fn( [], seed.length, argument ), + i = matchIndexes.length; + + // Match elements found at the specified indexes + while ( i-- ) { + if ( seed[ ( j = matchIndexes[ i ] ) ] ) { + seed[ j ] = !( matches[ j ] = seed[ j ] ); + } + } + } ); + } ); +} + +/** + * Checks a node for validity as a Sizzle context + * @param {Element|Object=} context + * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value + */ +function testContext( context ) { + return context && typeof context.getElementsByTagName !== "undefined" && context; +} + +// Expose support vars for convenience +support = Sizzle.support = {}; + +/** + * Detects XML nodes + * @param {Element|Object} elem An element or a document + * @returns {Boolean} True iff elem is a non-HTML XML node + */ +isXML = Sizzle.isXML = function( elem ) { + var namespace = elem && elem.namespaceURI, + docElem = elem && ( elem.ownerDocument || elem ).documentElement; + + // Support: IE <=8 + // Assume HTML when documentElement doesn't yet exist, such as inside loading iframes + // https://bugs.jquery.com/ticket/4833 + return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" ); +}; + +/** + * Sets document-related variables once based on the current document + * @param {Element|Object} [doc] An element or document object to use to set the document + * @returns {Object} Returns the current document + */ +setDocument = Sizzle.setDocument = function( node ) { + var hasCompare, subWindow, + doc = node ? node.ownerDocument || node : preferredDoc; + + // Return early if doc is invalid or already selected + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) { + return document; + } + + // Update global variables + document = doc; + docElem = document.documentElement; + documentIsHTML = !isXML( document ); + + // Support: IE 9 - 11+, Edge 12 - 18+ + // Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936) + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( preferredDoc != document && + ( subWindow = document.defaultView ) && subWindow.top !== subWindow ) { + + // Support: IE 11, Edge + if ( subWindow.addEventListener ) { + subWindow.addEventListener( "unload", unloadHandler, false ); + + // Support: IE 9 - 10 only + } else if ( subWindow.attachEvent ) { + subWindow.attachEvent( "onunload", unloadHandler ); + } + } + + // Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only, + // Safari 4 - 5 only, Opera <=11.6 - 12.x only + // IE/Edge & older browsers don't support the :scope pseudo-class. + // Support: Safari 6.0 only + // Safari 6.0 supports :scope but it's an alias of :root there. + support.scope = assert( function( el ) { + docElem.appendChild( el ).appendChild( document.createElement( "div" ) ); + return typeof el.querySelectorAll !== "undefined" && + !el.querySelectorAll( ":scope fieldset div" ).length; + } ); + + /* Attributes + ---------------------------------------------------------------------- */ + + // Support: IE<8 + // Verify that getAttribute really returns attributes and not properties + // (excepting IE8 booleans) + support.attributes = assert( function( el ) { + el.className = "i"; + return !el.getAttribute( "className" ); + } ); + + /* getElement(s)By* + ---------------------------------------------------------------------- */ + + // Check if getElementsByTagName("*") returns only elements + support.getElementsByTagName = assert( function( el ) { + el.appendChild( document.createComment( "" ) ); + return !el.getElementsByTagName( "*" ).length; + } ); + + // Support: IE<9 + support.getElementsByClassName = rnative.test( document.getElementsByClassName ); + + // Support: IE<10 + // Check if getElementById returns elements by name + // The broken getElementById methods don't pick up programmatically-set names, + // so use a roundabout getElementsByName test + support.getById = assert( function( el ) { + docElem.appendChild( el ).id = expando; + return !document.getElementsByName || !document.getElementsByName( expando ).length; + } ); + + // ID filter and find + if ( support.getById ) { + Expr.filter[ "ID" ] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + return elem.getAttribute( "id" ) === attrId; + }; + }; + Expr.find[ "ID" ] = function( id, context ) { + if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { + var elem = context.getElementById( id ); + return elem ? [ elem ] : []; + } + }; + } else { + Expr.filter[ "ID" ] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + var node = typeof elem.getAttributeNode !== "undefined" && + elem.getAttributeNode( "id" ); + return node && node.value === attrId; + }; + }; + + // Support: IE 6 - 7 only + // getElementById is not reliable as a find shortcut + Expr.find[ "ID" ] = function( id, context ) { + if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { + var node, i, elems, + elem = context.getElementById( id ); + + if ( elem ) { + + // Verify the id attribute + node = elem.getAttributeNode( "id" ); + if ( node && node.value === id ) { + return [ elem ]; + } + + // Fall back on getElementsByName + elems = context.getElementsByName( id ); + i = 0; + while ( ( elem = elems[ i++ ] ) ) { + node = elem.getAttributeNode( "id" ); + if ( node && node.value === id ) { + return [ elem ]; + } + } + } + + return []; + } + }; + } + + // Tag + Expr.find[ "TAG" ] = support.getElementsByTagName ? + function( tag, context ) { + if ( typeof context.getElementsByTagName !== "undefined" ) { + return context.getElementsByTagName( tag ); + + // DocumentFragment nodes don't have gEBTN + } else if ( support.qsa ) { + return context.querySelectorAll( tag ); + } + } : + + function( tag, context ) { + var elem, + tmp = [], + i = 0, + + // By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too + results = context.getElementsByTagName( tag ); + + // Filter out possible comments + if ( tag === "*" ) { + while ( ( elem = results[ i++ ] ) ) { + if ( elem.nodeType === 1 ) { + tmp.push( elem ); + } + } + + return tmp; + } + return results; + }; + + // Class + Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) { + if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) { + return context.getElementsByClassName( className ); + } + }; + + /* QSA/matchesSelector + ---------------------------------------------------------------------- */ + + // QSA and matchesSelector support + + // matchesSelector(:active) reports false when true (IE9/Opera 11.5) + rbuggyMatches = []; + + // qSa(:focus) reports false when true (Chrome 21) + // We allow this because of a bug in IE8/9 that throws an error + // whenever `document.activeElement` is accessed on an iframe + // So, we allow :focus to pass through QSA all the time to avoid the IE error + // See https://bugs.jquery.com/ticket/13378 + rbuggyQSA = []; + + if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) { + + // Build QSA regex + // Regex strategy adopted from Diego Perini + assert( function( el ) { + + var input; + + // Select is set to empty string on purpose + // This is to test IE's treatment of not explicitly + // setting a boolean content attribute, + // since its presence should be enough + // https://bugs.jquery.com/ticket/12359 + docElem.appendChild( el ).innerHTML = "" + + ""; + + // Support: IE8, Opera 11-12.16 + // Nothing should be selected when empty strings follow ^= or $= or *= + // The test attribute must be unknown in Opera but "safe" for WinRT + // https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section + if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) { + rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); + } + + // Support: IE8 + // Boolean attributes and "value" are not treated correctly + if ( !el.querySelectorAll( "[selected]" ).length ) { + rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); + } + + // Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+ + if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) { + rbuggyQSA.push( "~=" ); + } + + // Support: IE 11+, Edge 15 - 18+ + // IE 11/Edge don't find elements on a `[name='']` query in some cases. + // Adding a temporary attribute to the document before the selection works + // around the issue. + // Interestingly, IE 10 & older don't seem to have the issue. + input = document.createElement( "input" ); + input.setAttribute( "name", "" ); + el.appendChild( input ); + if ( !el.querySelectorAll( "[name='']" ).length ) { + rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" + + whitespace + "*(?:''|\"\")" ); + } + + // Webkit/Opera - :checked should return selected option elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + // IE8 throws error here and will not see later tests + if ( !el.querySelectorAll( ":checked" ).length ) { + rbuggyQSA.push( ":checked" ); + } + + // Support: Safari 8+, iOS 8+ + // https://bugs.webkit.org/show_bug.cgi?id=136851 + // In-page `selector#id sibling-combinator selector` fails + if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) { + rbuggyQSA.push( ".#.+[+~]" ); + } + + // Support: Firefox <=3.6 - 5 only + // Old Firefox doesn't throw on a badly-escaped identifier. + el.querySelectorAll( "\\\f" ); + rbuggyQSA.push( "[\\r\\n\\f]" ); + } ); + + assert( function( el ) { + el.innerHTML = "" + + ""; + + // Support: Windows 8 Native Apps + // The type and name attributes are restricted during .innerHTML assignment + var input = document.createElement( "input" ); + input.setAttribute( "type", "hidden" ); + el.appendChild( input ).setAttribute( "name", "D" ); + + // Support: IE8 + // Enforce case-sensitivity of name attribute + if ( el.querySelectorAll( "[name=d]" ).length ) { + rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); + } + + // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) + // IE8 throws error here and will not see later tests + if ( el.querySelectorAll( ":enabled" ).length !== 2 ) { + rbuggyQSA.push( ":enabled", ":disabled" ); + } + + // Support: IE9-11+ + // IE's :disabled selector does not pick up the children of disabled fieldsets + docElem.appendChild( el ).disabled = true; + if ( el.querySelectorAll( ":disabled" ).length !== 2 ) { + rbuggyQSA.push( ":enabled", ":disabled" ); + } + + // Support: Opera 10 - 11 only + // Opera 10-11 does not throw on post-comma invalid pseudos + el.querySelectorAll( "*,:x" ); + rbuggyQSA.push( ",.*:" ); + } ); + } + + if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches || + docElem.webkitMatchesSelector || + docElem.mozMatchesSelector || + docElem.oMatchesSelector || + docElem.msMatchesSelector ) ) ) ) { + + assert( function( el ) { + + // Check to see if it's possible to do matchesSelector + // on a disconnected node (IE 9) + support.disconnectedMatch = matches.call( el, "*" ); + + // This should fail with an exception + // Gecko does not error, returns false instead + matches.call( el, "[s!='']:x" ); + rbuggyMatches.push( "!=", pseudos ); + } ); + } + + rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) ); + rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) ); + + /* Contains + ---------------------------------------------------------------------- */ + hasCompare = rnative.test( docElem.compareDocumentPosition ); + + // Element contains another + // Purposefully self-exclusive + // As in, an element does not contain itself + contains = hasCompare || rnative.test( docElem.contains ) ? + function( a, b ) { + var adown = a.nodeType === 9 ? a.documentElement : a, + bup = b && b.parentNode; + return a === bup || !!( bup && bup.nodeType === 1 && ( + adown.contains ? + adown.contains( bup ) : + a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 + ) ); + } : + function( a, b ) { + if ( b ) { + while ( ( b = b.parentNode ) ) { + if ( b === a ) { + return true; + } + } + } + return false; + }; + + /* Sorting + ---------------------------------------------------------------------- */ + + // Document order sorting + sortOrder = hasCompare ? + function( a, b ) { + + // Flag for duplicate removal + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + // Sort on method existence if only one input has compareDocumentPosition + var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; + if ( compare ) { + return compare; + } + + // Calculate position if both inputs belong to the same document + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ? + a.compareDocumentPosition( b ) : + + // Otherwise we know they are disconnected + 1; + + // Disconnected nodes + if ( compare & 1 || + ( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) { + + // Choose the first element that is related to our preferred document + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( a == document || a.ownerDocument == preferredDoc && + contains( preferredDoc, a ) ) { + return -1; + } + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( b == document || b.ownerDocument == preferredDoc && + contains( preferredDoc, b ) ) { + return 1; + } + + // Maintain original order + return sortInput ? + ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : + 0; + } + + return compare & 4 ? -1 : 1; + } : + function( a, b ) { + + // Exit early if the nodes are identical + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + var cur, + i = 0, + aup = a.parentNode, + bup = b.parentNode, + ap = [ a ], + bp = [ b ]; + + // Parentless nodes are either documents or disconnected + if ( !aup || !bup ) { + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + /* eslint-disable eqeqeq */ + return a == document ? -1 : + b == document ? 1 : + /* eslint-enable eqeqeq */ + aup ? -1 : + bup ? 1 : + sortInput ? + ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : + 0; + + // If the nodes are siblings, we can do a quick check + } else if ( aup === bup ) { + return siblingCheck( a, b ); + } + + // Otherwise we need full lists of their ancestors for comparison + cur = a; + while ( ( cur = cur.parentNode ) ) { + ap.unshift( cur ); + } + cur = b; + while ( ( cur = cur.parentNode ) ) { + bp.unshift( cur ); + } + + // Walk down the tree looking for a discrepancy + while ( ap[ i ] === bp[ i ] ) { + i++; + } + + return i ? + + // Do a sibling check if the nodes have a common ancestor + siblingCheck( ap[ i ], bp[ i ] ) : + + // Otherwise nodes in our document sort first + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + /* eslint-disable eqeqeq */ + ap[ i ] == preferredDoc ? -1 : + bp[ i ] == preferredDoc ? 1 : + /* eslint-enable eqeqeq */ + 0; + }; + + return document; +}; + +Sizzle.matches = function( expr, elements ) { + return Sizzle( expr, null, null, elements ); +}; + +Sizzle.matchesSelector = function( elem, expr ) { + setDocument( elem ); + + if ( support.matchesSelector && documentIsHTML && + !nonnativeSelectorCache[ expr + " " ] && + ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && + ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { + + try { + var ret = matches.call( elem, expr ); + + // IE 9's matchesSelector returns false on disconnected nodes + if ( ret || support.disconnectedMatch || + + // As well, disconnected nodes are said to be in a document + // fragment in IE 9 + elem.document && elem.document.nodeType !== 11 ) { + return ret; + } + } catch ( e ) { + nonnativeSelectorCache( expr, true ); + } + } + + return Sizzle( expr, document, null, [ elem ] ).length > 0; +}; + +Sizzle.contains = function( context, elem ) { + + // Set document vars if needed + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( ( context.ownerDocument || context ) != document ) { + setDocument( context ); + } + return contains( context, elem ); +}; + +Sizzle.attr = function( elem, name ) { + + // Set document vars if needed + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( ( elem.ownerDocument || elem ) != document ) { + setDocument( elem ); + } + + var fn = Expr.attrHandle[ name.toLowerCase() ], + + // Don't get fooled by Object.prototype properties (jQuery #13807) + val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? + fn( elem, name, !documentIsHTML ) : + undefined; + + return val !== undefined ? + val : + support.attributes || !documentIsHTML ? + elem.getAttribute( name ) : + ( val = elem.getAttributeNode( name ) ) && val.specified ? + val.value : + null; +}; + +Sizzle.escape = function( sel ) { + return ( sel + "" ).replace( rcssescape, fcssescape ); +}; + +Sizzle.error = function( msg ) { + throw new Error( "Syntax error, unrecognized expression: " + msg ); +}; + +/** + * Document sorting and removing duplicates + * @param {ArrayLike} results + */ +Sizzle.uniqueSort = function( results ) { + var elem, + duplicates = [], + j = 0, + i = 0; + + // Unless we *know* we can detect duplicates, assume their presence + hasDuplicate = !support.detectDuplicates; + sortInput = !support.sortStable && results.slice( 0 ); + results.sort( sortOrder ); + + if ( hasDuplicate ) { + while ( ( elem = results[ i++ ] ) ) { + if ( elem === results[ i ] ) { + j = duplicates.push( i ); + } + } + while ( j-- ) { + results.splice( duplicates[ j ], 1 ); + } + } + + // Clear input after sorting to release objects + // See https://github.com/jquery/sizzle/pull/225 + sortInput = null; + + return results; +}; + +/** + * Utility function for retrieving the text value of an array of DOM nodes + * @param {Array|Element} elem + */ +getText = Sizzle.getText = function( elem ) { + var node, + ret = "", + i = 0, + nodeType = elem.nodeType; + + if ( !nodeType ) { + + // If no nodeType, this is expected to be an array + while ( ( node = elem[ i++ ] ) ) { + + // Do not traverse comment nodes + ret += getText( node ); + } + } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { + + // Use textContent for elements + // innerText usage removed for consistency of new lines (jQuery #11153) + if ( typeof elem.textContent === "string" ) { + return elem.textContent; + } else { + + // Traverse its children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + ret += getText( elem ); + } + } + } else if ( nodeType === 3 || nodeType === 4 ) { + return elem.nodeValue; + } + + // Do not include comment or processing instruction nodes + + return ret; +}; + +Expr = Sizzle.selectors = { + + // Can be adjusted by the user + cacheLength: 50, + + createPseudo: markFunction, + + match: matchExpr, + + attrHandle: {}, + + find: {}, + + relative: { + ">": { dir: "parentNode", first: true }, + " ": { dir: "parentNode" }, + "+": { dir: "previousSibling", first: true }, + "~": { dir: "previousSibling" } + }, + + preFilter: { + "ATTR": function( match ) { + match[ 1 ] = match[ 1 ].replace( runescape, funescape ); + + // Move the given value to match[3] whether quoted or unquoted + match[ 3 ] = ( match[ 3 ] || match[ 4 ] || + match[ 5 ] || "" ).replace( runescape, funescape ); + + if ( match[ 2 ] === "~=" ) { + match[ 3 ] = " " + match[ 3 ] + " "; + } + + return match.slice( 0, 4 ); + }, + + "CHILD": function( match ) { + + /* matches from matchExpr["CHILD"] + 1 type (only|nth|...) + 2 what (child|of-type) + 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) + 4 xn-component of xn+y argument ([+-]?\d*n|) + 5 sign of xn-component + 6 x of xn-component + 7 sign of y-component + 8 y of y-component + */ + match[ 1 ] = match[ 1 ].toLowerCase(); + + if ( match[ 1 ].slice( 0, 3 ) === "nth" ) { + + // nth-* requires argument + if ( !match[ 3 ] ) { + Sizzle.error( match[ 0 ] ); + } + + // numeric x and y parameters for Expr.filter.CHILD + // remember that false/true cast respectively to 0/1 + match[ 4 ] = +( match[ 4 ] ? + match[ 5 ] + ( match[ 6 ] || 1 ) : + 2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) ); + match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" ); + + // other types prohibit arguments + } else if ( match[ 3 ] ) { + Sizzle.error( match[ 0 ] ); + } + + return match; + }, + + "PSEUDO": function( match ) { + var excess, + unquoted = !match[ 6 ] && match[ 2 ]; + + if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) { + return null; + } + + // Accept quoted arguments as-is + if ( match[ 3 ] ) { + match[ 2 ] = match[ 4 ] || match[ 5 ] || ""; + + // Strip excess characters from unquoted arguments + } else if ( unquoted && rpseudo.test( unquoted ) && + + // Get excess from tokenize (recursively) + ( excess = tokenize( unquoted, true ) ) && + + // advance to the next closing parenthesis + ( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) { + + // excess is a negative index + match[ 0 ] = match[ 0 ].slice( 0, excess ); + match[ 2 ] = unquoted.slice( 0, excess ); + } + + // Return only captures needed by the pseudo filter method (type and argument) + return match.slice( 0, 3 ); + } + }, + + filter: { + + "TAG": function( nodeNameSelector ) { + var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); + return nodeNameSelector === "*" ? + function() { + return true; + } : + function( elem ) { + return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; + }; + }, + + "CLASS": function( className ) { + var pattern = classCache[ className + " " ]; + + return pattern || + ( pattern = new RegExp( "(^|" + whitespace + + ")" + className + "(" + whitespace + "|$)" ) ) && classCache( + className, function( elem ) { + return pattern.test( + typeof elem.className === "string" && elem.className || + typeof elem.getAttribute !== "undefined" && + elem.getAttribute( "class" ) || + "" + ); + } ); + }, + + "ATTR": function( name, operator, check ) { + return function( elem ) { + var result = Sizzle.attr( elem, name ); + + if ( result == null ) { + return operator === "!="; + } + if ( !operator ) { + return true; + } + + result += ""; + + /* eslint-disable max-len */ + + return operator === "=" ? result === check : + operator === "!=" ? result !== check : + operator === "^=" ? check && result.indexOf( check ) === 0 : + operator === "*=" ? check && result.indexOf( check ) > -1 : + operator === "$=" ? check && result.slice( -check.length ) === check : + operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 : + operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : + false; + /* eslint-enable max-len */ + + }; + }, + + "CHILD": function( type, what, _argument, first, last ) { + var simple = type.slice( 0, 3 ) !== "nth", + forward = type.slice( -4 ) !== "last", + ofType = what === "of-type"; + + return first === 1 && last === 0 ? + + // Shortcut for :nth-*(n) + function( elem ) { + return !!elem.parentNode; + } : + + function( elem, _context, xml ) { + var cache, uniqueCache, outerCache, node, nodeIndex, start, + dir = simple !== forward ? "nextSibling" : "previousSibling", + parent = elem.parentNode, + name = ofType && elem.nodeName.toLowerCase(), + useCache = !xml && !ofType, + diff = false; + + if ( parent ) { + + // :(first|last|only)-(child|of-type) + if ( simple ) { + while ( dir ) { + node = elem; + while ( ( node = node[ dir ] ) ) { + if ( ofType ? + node.nodeName.toLowerCase() === name : + node.nodeType === 1 ) { + + return false; + } + } + + // Reverse direction for :only-* (if we haven't yet done so) + start = dir = type === "only" && !start && "nextSibling"; + } + return true; + } + + start = [ forward ? parent.firstChild : parent.lastChild ]; + + // non-xml :nth-child(...) stores cache data on `parent` + if ( forward && useCache ) { + + // Seek `elem` from a previously-cached index + + // ...in a gzip-friendly way + node = parent; + outerCache = node[ expando ] || ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + cache = uniqueCache[ type ] || []; + nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; + diff = nodeIndex && cache[ 2 ]; + node = nodeIndex && parent.childNodes[ nodeIndex ]; + + while ( ( node = ++nodeIndex && node && node[ dir ] || + + // Fallback to seeking `elem` from the start + ( diff = nodeIndex = 0 ) || start.pop() ) ) { + + // When found, cache indexes on `parent` and break + if ( node.nodeType === 1 && ++diff && node === elem ) { + uniqueCache[ type ] = [ dirruns, nodeIndex, diff ]; + break; + } + } + + } else { + + // Use previously-cached element index if available + if ( useCache ) { + + // ...in a gzip-friendly way + node = elem; + outerCache = node[ expando ] || ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + cache = uniqueCache[ type ] || []; + nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; + diff = nodeIndex; + } + + // xml :nth-child(...) + // or :nth-last-child(...) or :nth(-last)?-of-type(...) + if ( diff === false ) { + + // Use the same loop as above to seek `elem` from the start + while ( ( node = ++nodeIndex && node && node[ dir ] || + ( diff = nodeIndex = 0 ) || start.pop() ) ) { + + if ( ( ofType ? + node.nodeName.toLowerCase() === name : + node.nodeType === 1 ) && + ++diff ) { + + // Cache the index of each encountered element + if ( useCache ) { + outerCache = node[ expando ] || + ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + uniqueCache[ type ] = [ dirruns, diff ]; + } + + if ( node === elem ) { + break; + } + } + } + } + } + + // Incorporate the offset, then check against cycle size + diff -= last; + return diff === first || ( diff % first === 0 && diff / first >= 0 ); + } + }; + }, + + "PSEUDO": function( pseudo, argument ) { + + // pseudo-class names are case-insensitive + // http://www.w3.org/TR/selectors/#pseudo-classes + // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters + // Remember that setFilters inherits from pseudos + var args, + fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || + Sizzle.error( "unsupported pseudo: " + pseudo ); + + // The user may use createPseudo to indicate that + // arguments are needed to create the filter function + // just as Sizzle does + if ( fn[ expando ] ) { + return fn( argument ); + } + + // But maintain support for old signatures + if ( fn.length > 1 ) { + args = [ pseudo, pseudo, "", argument ]; + return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? + markFunction( function( seed, matches ) { + var idx, + matched = fn( seed, argument ), + i = matched.length; + while ( i-- ) { + idx = indexOf( seed, matched[ i ] ); + seed[ idx ] = !( matches[ idx ] = matched[ i ] ); + } + } ) : + function( elem ) { + return fn( elem, 0, args ); + }; + } + + return fn; + } + }, + + pseudos: { + + // Potentially complex pseudos + "not": markFunction( function( selector ) { + + // Trim the selector passed to compile + // to avoid treating leading and trailing + // spaces as combinators + var input = [], + results = [], + matcher = compile( selector.replace( rtrim, "$1" ) ); + + return matcher[ expando ] ? + markFunction( function( seed, matches, _context, xml ) { + var elem, + unmatched = matcher( seed, null, xml, [] ), + i = seed.length; + + // Match elements unmatched by `matcher` + while ( i-- ) { + if ( ( elem = unmatched[ i ] ) ) { + seed[ i ] = !( matches[ i ] = elem ); + } + } + } ) : + function( elem, _context, xml ) { + input[ 0 ] = elem; + matcher( input, null, xml, results ); + + // Don't keep the element (issue #299) + input[ 0 ] = null; + return !results.pop(); + }; + } ), + + "has": markFunction( function( selector ) { + return function( elem ) { + return Sizzle( selector, elem ).length > 0; + }; + } ), + + "contains": markFunction( function( text ) { + text = text.replace( runescape, funescape ); + return function( elem ) { + return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1; + }; + } ), + + // "Whether an element is represented by a :lang() selector + // is based solely on the element's language value + // being equal to the identifier C, + // or beginning with the identifier C immediately followed by "-". + // The matching of C against the element's language value is performed case-insensitively. + // The identifier C does not have to be a valid language name." + // http://www.w3.org/TR/selectors/#lang-pseudo + "lang": markFunction( function( lang ) { + + // lang value must be a valid identifier + if ( !ridentifier.test( lang || "" ) ) { + Sizzle.error( "unsupported lang: " + lang ); + } + lang = lang.replace( runescape, funescape ).toLowerCase(); + return function( elem ) { + var elemLang; + do { + if ( ( elemLang = documentIsHTML ? + elem.lang : + elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) { + + elemLang = elemLang.toLowerCase(); + return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; + } + } while ( ( elem = elem.parentNode ) && elem.nodeType === 1 ); + return false; + }; + } ), + + // Miscellaneous + "target": function( elem ) { + var hash = window.location && window.location.hash; + return hash && hash.slice( 1 ) === elem.id; + }, + + "root": function( elem ) { + return elem === docElem; + }, + + "focus": function( elem ) { + return elem === document.activeElement && + ( !document.hasFocus || document.hasFocus() ) && + !!( elem.type || elem.href || ~elem.tabIndex ); + }, + + // Boolean properties + "enabled": createDisabledPseudo( false ), + "disabled": createDisabledPseudo( true ), + + "checked": function( elem ) { + + // In CSS3, :checked should return both checked and selected elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + var nodeName = elem.nodeName.toLowerCase(); + return ( nodeName === "input" && !!elem.checked ) || + ( nodeName === "option" && !!elem.selected ); + }, + + "selected": function( elem ) { + + // Accessing this property makes selected-by-default + // options in Safari work properly + if ( elem.parentNode ) { + // eslint-disable-next-line no-unused-expressions + elem.parentNode.selectedIndex; + } + + return elem.selected === true; + }, + + // Contents + "empty": function( elem ) { + + // http://www.w3.org/TR/selectors/#empty-pseudo + // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), + // but not by others (comment: 8; processing instruction: 7; etc.) + // nodeType < 6 works because attributes (2) do not appear as children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + if ( elem.nodeType < 6 ) { + return false; + } + } + return true; + }, + + "parent": function( elem ) { + return !Expr.pseudos[ "empty" ]( elem ); + }, + + // Element/input types + "header": function( elem ) { + return rheader.test( elem.nodeName ); + }, + + "input": function( elem ) { + return rinputs.test( elem.nodeName ); + }, + + "button": function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === "button" || name === "button"; + }, + + "text": function( elem ) { + var attr; + return elem.nodeName.toLowerCase() === "input" && + elem.type === "text" && + + // Support: IE<8 + // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" + ( ( attr = elem.getAttribute( "type" ) ) == null || + attr.toLowerCase() === "text" ); + }, + + // Position-in-collection + "first": createPositionalPseudo( function() { + return [ 0 ]; + } ), + + "last": createPositionalPseudo( function( _matchIndexes, length ) { + return [ length - 1 ]; + } ), + + "eq": createPositionalPseudo( function( _matchIndexes, length, argument ) { + return [ argument < 0 ? argument + length : argument ]; + } ), + + "even": createPositionalPseudo( function( matchIndexes, length ) { + var i = 0; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "odd": createPositionalPseudo( function( matchIndexes, length ) { + var i = 1; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "lt": createPositionalPseudo( function( matchIndexes, length, argument ) { + var i = argument < 0 ? + argument + length : + argument > length ? + length : + argument; + for ( ; --i >= 0; ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "gt": createPositionalPseudo( function( matchIndexes, length, argument ) { + var i = argument < 0 ? argument + length : argument; + for ( ; ++i < length; ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ) + } +}; + +Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ]; + +// Add button/input type pseudos +for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { + Expr.pseudos[ i ] = createInputPseudo( i ); +} +for ( i in { submit: true, reset: true } ) { + Expr.pseudos[ i ] = createButtonPseudo( i ); +} + +// Easy API for creating new setFilters +function setFilters() {} +setFilters.prototype = Expr.filters = Expr.pseudos; +Expr.setFilters = new setFilters(); + +tokenize = Sizzle.tokenize = function( selector, parseOnly ) { + var matched, match, tokens, type, + soFar, groups, preFilters, + cached = tokenCache[ selector + " " ]; + + if ( cached ) { + return parseOnly ? 0 : cached.slice( 0 ); + } + + soFar = selector; + groups = []; + preFilters = Expr.preFilter; + + while ( soFar ) { + + // Comma and first run + if ( !matched || ( match = rcomma.exec( soFar ) ) ) { + if ( match ) { + + // Don't consume trailing commas as valid + soFar = soFar.slice( match[ 0 ].length ) || soFar; + } + groups.push( ( tokens = [] ) ); + } + + matched = false; + + // Combinators + if ( ( match = rcombinators.exec( soFar ) ) ) { + matched = match.shift(); + tokens.push( { + value: matched, + + // Cast descendant combinators to space + type: match[ 0 ].replace( rtrim, " " ) + } ); + soFar = soFar.slice( matched.length ); + } + + // Filters + for ( type in Expr.filter ) { + if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] || + ( match = preFilters[ type ]( match ) ) ) ) { + matched = match.shift(); + tokens.push( { + value: matched, + type: type, + matches: match + } ); + soFar = soFar.slice( matched.length ); + } + } + + if ( !matched ) { + break; + } + } + + // Return the length of the invalid excess + // if we're just parsing + // Otherwise, throw an error or return tokens + return parseOnly ? + soFar.length : + soFar ? + Sizzle.error( selector ) : + + // Cache the tokens + tokenCache( selector, groups ).slice( 0 ); +}; + +function toSelector( tokens ) { + var i = 0, + len = tokens.length, + selector = ""; + for ( ; i < len; i++ ) { + selector += tokens[ i ].value; + } + return selector; +} + +function addCombinator( matcher, combinator, base ) { + var dir = combinator.dir, + skip = combinator.next, + key = skip || dir, + checkNonElements = base && key === "parentNode", + doneName = done++; + + return combinator.first ? + + // Check against closest ancestor/preceding element + function( elem, context, xml ) { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + return matcher( elem, context, xml ); + } + } + return false; + } : + + // Check against all ancestor/preceding elements + function( elem, context, xml ) { + var oldCache, uniqueCache, outerCache, + newCache = [ dirruns, doneName ]; + + // We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching + if ( xml ) { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + if ( matcher( elem, context, xml ) ) { + return true; + } + } + } + } else { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + outerCache = elem[ expando ] || ( elem[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ elem.uniqueID ] || + ( outerCache[ elem.uniqueID ] = {} ); + + if ( skip && skip === elem.nodeName.toLowerCase() ) { + elem = elem[ dir ] || elem; + } else if ( ( oldCache = uniqueCache[ key ] ) && + oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { + + // Assign to newCache so results back-propagate to previous elements + return ( newCache[ 2 ] = oldCache[ 2 ] ); + } else { + + // Reuse newcache so results back-propagate to previous elements + uniqueCache[ key ] = newCache; + + // A match means we're done; a fail means we have to keep checking + if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) { + return true; + } + } + } + } + } + return false; + }; +} + +function elementMatcher( matchers ) { + return matchers.length > 1 ? + function( elem, context, xml ) { + var i = matchers.length; + while ( i-- ) { + if ( !matchers[ i ]( elem, context, xml ) ) { + return false; + } + } + return true; + } : + matchers[ 0 ]; +} + +function multipleContexts( selector, contexts, results ) { + var i = 0, + len = contexts.length; + for ( ; i < len; i++ ) { + Sizzle( selector, contexts[ i ], results ); + } + return results; +} + +function condense( unmatched, map, filter, context, xml ) { + var elem, + newUnmatched = [], + i = 0, + len = unmatched.length, + mapped = map != null; + + for ( ; i < len; i++ ) { + if ( ( elem = unmatched[ i ] ) ) { + if ( !filter || filter( elem, context, xml ) ) { + newUnmatched.push( elem ); + if ( mapped ) { + map.push( i ); + } + } + } + } + + return newUnmatched; +} + +function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { + if ( postFilter && !postFilter[ expando ] ) { + postFilter = setMatcher( postFilter ); + } + if ( postFinder && !postFinder[ expando ] ) { + postFinder = setMatcher( postFinder, postSelector ); + } + return markFunction( function( seed, results, context, xml ) { + var temp, i, elem, + preMap = [], + postMap = [], + preexisting = results.length, + + // Get initial elements from seed or context + elems = seed || multipleContexts( + selector || "*", + context.nodeType ? [ context ] : context, + [] + ), + + // Prefilter to get matcher input, preserving a map for seed-results synchronization + matcherIn = preFilter && ( seed || !selector ) ? + condense( elems, preMap, preFilter, context, xml ) : + elems, + + matcherOut = matcher ? + + // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, + postFinder || ( seed ? preFilter : preexisting || postFilter ) ? + + // ...intermediate processing is necessary + [] : + + // ...otherwise use results directly + results : + matcherIn; + + // Find primary matches + if ( matcher ) { + matcher( matcherIn, matcherOut, context, xml ); + } + + // Apply postFilter + if ( postFilter ) { + temp = condense( matcherOut, postMap ); + postFilter( temp, [], context, xml ); + + // Un-match failing elements by moving them back to matcherIn + i = temp.length; + while ( i-- ) { + if ( ( elem = temp[ i ] ) ) { + matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem ); + } + } + } + + if ( seed ) { + if ( postFinder || preFilter ) { + if ( postFinder ) { + + // Get the final matcherOut by condensing this intermediate into postFinder contexts + temp = []; + i = matcherOut.length; + while ( i-- ) { + if ( ( elem = matcherOut[ i ] ) ) { + + // Restore matcherIn since elem is not yet a final match + temp.push( ( matcherIn[ i ] = elem ) ); + } + } + postFinder( null, ( matcherOut = [] ), temp, xml ); + } + + // Move matched elements from seed to results to keep them synchronized + i = matcherOut.length; + while ( i-- ) { + if ( ( elem = matcherOut[ i ] ) && + ( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) { + + seed[ temp ] = !( results[ temp ] = elem ); + } + } + } + + // Add elements to results, through postFinder if defined + } else { + matcherOut = condense( + matcherOut === results ? + matcherOut.splice( preexisting, matcherOut.length ) : + matcherOut + ); + if ( postFinder ) { + postFinder( null, results, matcherOut, xml ); + } else { + push.apply( results, matcherOut ); + } + } + } ); +} + +function matcherFromTokens( tokens ) { + var checkContext, matcher, j, + len = tokens.length, + leadingRelative = Expr.relative[ tokens[ 0 ].type ], + implicitRelative = leadingRelative || Expr.relative[ " " ], + i = leadingRelative ? 1 : 0, + + // The foundational matcher ensures that elements are reachable from top-level context(s) + matchContext = addCombinator( function( elem ) { + return elem === checkContext; + }, implicitRelative, true ), + matchAnyContext = addCombinator( function( elem ) { + return indexOf( checkContext, elem ) > -1; + }, implicitRelative, true ), + matchers = [ function( elem, context, xml ) { + var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( + ( checkContext = context ).nodeType ? + matchContext( elem, context, xml ) : + matchAnyContext( elem, context, xml ) ); + + // Avoid hanging onto element (issue #299) + checkContext = null; + return ret; + } ]; + + for ( ; i < len; i++ ) { + if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) { + matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ]; + } else { + matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches ); + + // Return special upon seeing a positional matcher + if ( matcher[ expando ] ) { + + // Find the next relative operator (if any) for proper handling + j = ++i; + for ( ; j < len; j++ ) { + if ( Expr.relative[ tokens[ j ].type ] ) { + break; + } + } + return setMatcher( + i > 1 && elementMatcher( matchers ), + i > 1 && toSelector( + + // If the preceding token was a descendant combinator, insert an implicit any-element `*` + tokens + .slice( 0, i - 1 ) + .concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } ) + ).replace( rtrim, "$1" ), + matcher, + i < j && matcherFromTokens( tokens.slice( i, j ) ), + j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ), + j < len && toSelector( tokens ) + ); + } + matchers.push( matcher ); + } + } + + return elementMatcher( matchers ); +} + +function matcherFromGroupMatchers( elementMatchers, setMatchers ) { + var bySet = setMatchers.length > 0, + byElement = elementMatchers.length > 0, + superMatcher = function( seed, context, xml, results, outermost ) { + var elem, j, matcher, + matchedCount = 0, + i = "0", + unmatched = seed && [], + setMatched = [], + contextBackup = outermostContext, + + // We must always have either seed elements or outermost context + elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ), + + // Use integer dirruns iff this is the outermost matcher + dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ), + len = elems.length; + + if ( outermost ) { + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + outermostContext = context == document || context || outermost; + } + + // Add elements passing elementMatchers directly to results + // Support: IE<9, Safari + // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id + for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) { + if ( byElement && elem ) { + j = 0; + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( !context && elem.ownerDocument != document ) { + setDocument( elem ); + xml = !documentIsHTML; + } + while ( ( matcher = elementMatchers[ j++ ] ) ) { + if ( matcher( elem, context || document, xml ) ) { + results.push( elem ); + break; + } + } + if ( outermost ) { + dirruns = dirrunsUnique; + } + } + + // Track unmatched elements for set filters + if ( bySet ) { + + // They will have gone through all possible matchers + if ( ( elem = !matcher && elem ) ) { + matchedCount--; + } + + // Lengthen the array for every element, matched or not + if ( seed ) { + unmatched.push( elem ); + } + } + } + + // `i` is now the count of elements visited above, and adding it to `matchedCount` + // makes the latter nonnegative. + matchedCount += i; + + // Apply set filters to unmatched elements + // NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount` + // equals `i`), unless we didn't visit _any_ elements in the above loop because we have + // no element matchers and no seed. + // Incrementing an initially-string "0" `i` allows `i` to remain a string only in that + // case, which will result in a "00" `matchedCount` that differs from `i` but is also + // numerically zero. + if ( bySet && i !== matchedCount ) { + j = 0; + while ( ( matcher = setMatchers[ j++ ] ) ) { + matcher( unmatched, setMatched, context, xml ); + } + + if ( seed ) { + + // Reintegrate element matches to eliminate the need for sorting + if ( matchedCount > 0 ) { + while ( i-- ) { + if ( !( unmatched[ i ] || setMatched[ i ] ) ) { + setMatched[ i ] = pop.call( results ); + } + } + } + + // Discard index placeholder values to get only actual matches + setMatched = condense( setMatched ); + } + + // Add matches to results + push.apply( results, setMatched ); + + // Seedless set matches succeeding multiple successful matchers stipulate sorting + if ( outermost && !seed && setMatched.length > 0 && + ( matchedCount + setMatchers.length ) > 1 ) { + + Sizzle.uniqueSort( results ); + } + } + + // Override manipulation of globals by nested matchers + if ( outermost ) { + dirruns = dirrunsUnique; + outermostContext = contextBackup; + } + + return unmatched; + }; + + return bySet ? + markFunction( superMatcher ) : + superMatcher; +} + +compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { + var i, + setMatchers = [], + elementMatchers = [], + cached = compilerCache[ selector + " " ]; + + if ( !cached ) { + + // Generate a function of recursive functions that can be used to check each element + if ( !match ) { + match = tokenize( selector ); + } + i = match.length; + while ( i-- ) { + cached = matcherFromTokens( match[ i ] ); + if ( cached[ expando ] ) { + setMatchers.push( cached ); + } else { + elementMatchers.push( cached ); + } + } + + // Cache the compiled function + cached = compilerCache( + selector, + matcherFromGroupMatchers( elementMatchers, setMatchers ) + ); + + // Save selector and tokenization + cached.selector = selector; + } + return cached; +}; + +/** + * A low-level selection function that works with Sizzle's compiled + * selector functions + * @param {String|Function} selector A selector or a pre-compiled + * selector function built with Sizzle.compile + * @param {Element} context + * @param {Array} [results] + * @param {Array} [seed] A set of elements to match against + */ +select = Sizzle.select = function( selector, context, results, seed ) { + var i, tokens, token, type, find, + compiled = typeof selector === "function" && selector, + match = !seed && tokenize( ( selector = compiled.selector || selector ) ); + + results = results || []; + + // Try to minimize operations if there is only one selector in the list and no seed + // (the latter of which guarantees us context) + if ( match.length === 1 ) { + + // Reduce context if the leading compound selector is an ID + tokens = match[ 0 ] = match[ 0 ].slice( 0 ); + if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" && + context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) { + + context = ( Expr.find[ "ID" ]( token.matches[ 0 ] + .replace( runescape, funescape ), context ) || [] )[ 0 ]; + if ( !context ) { + return results; + + // Precompiled matchers will still verify ancestry, so step up a level + } else if ( compiled ) { + context = context.parentNode; + } + + selector = selector.slice( tokens.shift().value.length ); + } + + // Fetch a seed set for right-to-left matching + i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length; + while ( i-- ) { + token = tokens[ i ]; + + // Abort if we hit a combinator + if ( Expr.relative[ ( type = token.type ) ] ) { + break; + } + if ( ( find = Expr.find[ type ] ) ) { + + // Search, expanding context for leading sibling combinators + if ( ( seed = find( + token.matches[ 0 ].replace( runescape, funescape ), + rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) || + context + ) ) ) { + + // If seed is empty or no tokens remain, we can return early + tokens.splice( i, 1 ); + selector = seed.length && toSelector( tokens ); + if ( !selector ) { + push.apply( results, seed ); + return results; + } + + break; + } + } + } + } + + // Compile and execute a filtering function if one is not provided + // Provide `match` to avoid retokenization if we modified the selector above + ( compiled || compile( selector, match ) )( + seed, + context, + !documentIsHTML, + results, + !context || rsibling.test( selector ) && testContext( context.parentNode ) || context + ); + return results; +}; + +// One-time assignments + +// Sort stability +support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando; + +// Support: Chrome 14-35+ +// Always assume duplicates if they aren't passed to the comparison function +support.detectDuplicates = !!hasDuplicate; + +// Initialize against the default document +setDocument(); + +// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) +// Detached nodes confoundingly follow *each other* +support.sortDetached = assert( function( el ) { + + // Should return 1, but returns 4 (following) + return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1; +} ); + +// Support: IE<8 +// Prevent attribute/property "interpolation" +// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx +if ( !assert( function( el ) { + el.innerHTML = ""; + return el.firstChild.getAttribute( "href" ) === "#"; +} ) ) { + addHandle( "type|href|height|width", function( elem, name, isXML ) { + if ( !isXML ) { + return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); + } + } ); +} + +// Support: IE<9 +// Use defaultValue in place of getAttribute("value") +if ( !support.attributes || !assert( function( el ) { + el.innerHTML = ""; + el.firstChild.setAttribute( "value", "" ); + return el.firstChild.getAttribute( "value" ) === ""; +} ) ) { + addHandle( "value", function( elem, _name, isXML ) { + if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { + return elem.defaultValue; + } + } ); +} + +// Support: IE<9 +// Use getAttributeNode to fetch booleans when getAttribute lies +if ( !assert( function( el ) { + return el.getAttribute( "disabled" ) == null; +} ) ) { + addHandle( booleans, function( elem, name, isXML ) { + var val; + if ( !isXML ) { + return elem[ name ] === true ? name.toLowerCase() : + ( val = elem.getAttributeNode( name ) ) && val.specified ? + val.value : + null; + } + } ); +} + +return Sizzle; + +} )( window ); + + + +jQuery.find = Sizzle; +jQuery.expr = Sizzle.selectors; + +// Deprecated +jQuery.expr[ ":" ] = jQuery.expr.pseudos; +jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort; +jQuery.text = Sizzle.getText; +jQuery.isXMLDoc = Sizzle.isXML; +jQuery.contains = Sizzle.contains; +jQuery.escapeSelector = Sizzle.escape; + + + + +var dir = function( elem, dir, until ) { + var matched = [], + truncate = until !== undefined; + + while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) { + if ( elem.nodeType === 1 ) { + if ( truncate && jQuery( elem ).is( until ) ) { + break; + } + matched.push( elem ); + } + } + return matched; +}; + + +var siblings = function( n, elem ) { + var matched = []; + + for ( ; n; n = n.nextSibling ) { + if ( n.nodeType === 1 && n !== elem ) { + matched.push( n ); + } + } + + return matched; +}; + + +var rneedsContext = jQuery.expr.match.needsContext; + + + +function nodeName( elem, name ) { + + return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); + +} +var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i ); + + + +// Implement the identical functionality for filter and not +function winnow( elements, qualifier, not ) { + if ( isFunction( qualifier ) ) { + return jQuery.grep( elements, function( elem, i ) { + return !!qualifier.call( elem, i, elem ) !== not; + } ); + } + + // Single element + if ( qualifier.nodeType ) { + return jQuery.grep( elements, function( elem ) { + return ( elem === qualifier ) !== not; + } ); + } + + // Arraylike of elements (jQuery, arguments, Array) + if ( typeof qualifier !== "string" ) { + return jQuery.grep( elements, function( elem ) { + return ( indexOf.call( qualifier, elem ) > -1 ) !== not; + } ); + } + + // Filtered directly for both simple and complex selectors + return jQuery.filter( qualifier, elements, not ); +} + +jQuery.filter = function( expr, elems, not ) { + var elem = elems[ 0 ]; + + if ( not ) { + expr = ":not(" + expr + ")"; + } + + if ( elems.length === 1 && elem.nodeType === 1 ) { + return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : []; + } + + return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { + return elem.nodeType === 1; + } ) ); +}; + +jQuery.fn.extend( { + find: function( selector ) { + var i, ret, + len = this.length, + self = this; + + if ( typeof selector !== "string" ) { + return this.pushStack( jQuery( selector ).filter( function() { + for ( i = 0; i < len; i++ ) { + if ( jQuery.contains( self[ i ], this ) ) { + return true; + } + } + } ) ); + } + + ret = this.pushStack( [] ); + + for ( i = 0; i < len; i++ ) { + jQuery.find( selector, self[ i ], ret ); + } + + return len > 1 ? jQuery.uniqueSort( ret ) : ret; + }, + filter: function( selector ) { + return this.pushStack( winnow( this, selector || [], false ) ); + }, + not: function( selector ) { + return this.pushStack( winnow( this, selector || [], true ) ); + }, + is: function( selector ) { + return !!winnow( + this, + + // If this is a positional/relative selector, check membership in the returned set + // so $("p:first").is("p:last") won't return true for a doc with two "p". + typeof selector === "string" && rneedsContext.test( selector ) ? + jQuery( selector ) : + selector || [], + false + ).length; + } +} ); + + +// Initialize a jQuery object + + +// A central reference to the root jQuery(document) +var rootjQuery, + + // A simple way to check for HTML strings + // Prioritize #id over to avoid XSS via location.hash (#9521) + // Strict HTML recognition (#11290: must start with <) + // Shortcut simple #id case for speed + rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/, + + init = jQuery.fn.init = function( selector, context, root ) { + var match, elem; + + // HANDLE: $(""), $(null), $(undefined), $(false) + if ( !selector ) { + return this; + } + + // Method init() accepts an alternate rootjQuery + // so migrate can support jQuery.sub (gh-2101) + root = root || rootjQuery; + + // Handle HTML strings + if ( typeof selector === "string" ) { + if ( selector[ 0 ] === "<" && + selector[ selector.length - 1 ] === ">" && + selector.length >= 3 ) { + + // Assume that strings that start and end with <> are HTML and skip the regex check + match = [ null, selector, null ]; + + } else { + match = rquickExpr.exec( selector ); + } + + // Match html or make sure no context is specified for #id + if ( match && ( match[ 1 ] || !context ) ) { + + // HANDLE: $(html) -> $(array) + if ( match[ 1 ] ) { + context = context instanceof jQuery ? context[ 0 ] : context; + + // Option to run scripts is true for back-compat + // Intentionally let the error be thrown if parseHTML is not present + jQuery.merge( this, jQuery.parseHTML( + match[ 1 ], + context && context.nodeType ? context.ownerDocument || context : document, + true + ) ); + + // HANDLE: $(html, props) + if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) { + for ( match in context ) { + + // Properties of context are called as methods if possible + if ( isFunction( this[ match ] ) ) { + this[ match ]( context[ match ] ); + + // ...and otherwise set as attributes + } else { + this.attr( match, context[ match ] ); + } + } + } + + return this; + + // HANDLE: $(#id) + } else { + elem = document.getElementById( match[ 2 ] ); + + if ( elem ) { + + // Inject the element directly into the jQuery object + this[ 0 ] = elem; + this.length = 1; + } + return this; + } + + // HANDLE: $(expr, $(...)) + } else if ( !context || context.jquery ) { + return ( context || root ).find( selector ); + + // HANDLE: $(expr, context) + // (which is just equivalent to: $(context).find(expr) + } else { + return this.constructor( context ).find( selector ); + } + + // HANDLE: $(DOMElement) + } else if ( selector.nodeType ) { + this[ 0 ] = selector; + this.length = 1; + return this; + + // HANDLE: $(function) + // Shortcut for document ready + } else if ( isFunction( selector ) ) { + return root.ready !== undefined ? + root.ready( selector ) : + + // Execute immediately if ready is not present + selector( jQuery ); + } + + return jQuery.makeArray( selector, this ); + }; + +// Give the init function the jQuery prototype for later instantiation +init.prototype = jQuery.fn; + +// Initialize central reference +rootjQuery = jQuery( document ); + + +var rparentsprev = /^(?:parents|prev(?:Until|All))/, + + // Methods guaranteed to produce a unique set when starting from a unique set + guaranteedUnique = { + children: true, + contents: true, + next: true, + prev: true + }; + +jQuery.fn.extend( { + has: function( target ) { + var targets = jQuery( target, this ), + l = targets.length; + + return this.filter( function() { + var i = 0; + for ( ; i < l; i++ ) { + if ( jQuery.contains( this, targets[ i ] ) ) { + return true; + } + } + } ); + }, + + closest: function( selectors, context ) { + var cur, + i = 0, + l = this.length, + matched = [], + targets = typeof selectors !== "string" && jQuery( selectors ); + + // Positional selectors never match, since there's no _selection_ context + if ( !rneedsContext.test( selectors ) ) { + for ( ; i < l; i++ ) { + for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) { + + // Always skip document fragments + if ( cur.nodeType < 11 && ( targets ? + targets.index( cur ) > -1 : + + // Don't pass non-elements to Sizzle + cur.nodeType === 1 && + jQuery.find.matchesSelector( cur, selectors ) ) ) { + + matched.push( cur ); + break; + } + } + } + } + + return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched ); + }, + + // Determine the position of an element within the set + index: function( elem ) { + + // No argument, return index in parent + if ( !elem ) { + return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1; + } + + // Index in selector + if ( typeof elem === "string" ) { + return indexOf.call( jQuery( elem ), this[ 0 ] ); + } + + // Locate the position of the desired element + return indexOf.call( this, + + // If it receives a jQuery object, the first element is used + elem.jquery ? elem[ 0 ] : elem + ); + }, + + add: function( selector, context ) { + return this.pushStack( + jQuery.uniqueSort( + jQuery.merge( this.get(), jQuery( selector, context ) ) + ) + ); + }, + + addBack: function( selector ) { + return this.add( selector == null ? + this.prevObject : this.prevObject.filter( selector ) + ); + } +} ); + +function sibling( cur, dir ) { + while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {} + return cur; +} + +jQuery.each( { + parent: function( elem ) { + var parent = elem.parentNode; + return parent && parent.nodeType !== 11 ? parent : null; + }, + parents: function( elem ) { + return dir( elem, "parentNode" ); + }, + parentsUntil: function( elem, _i, until ) { + return dir( elem, "parentNode", until ); + }, + next: function( elem ) { + return sibling( elem, "nextSibling" ); + }, + prev: function( elem ) { + return sibling( elem, "previousSibling" ); + }, + nextAll: function( elem ) { + return dir( elem, "nextSibling" ); + }, + prevAll: function( elem ) { + return dir( elem, "previousSibling" ); + }, + nextUntil: function( elem, _i, until ) { + return dir( elem, "nextSibling", until ); + }, + prevUntil: function( elem, _i, until ) { + return dir( elem, "previousSibling", until ); + }, + siblings: function( elem ) { + return siblings( ( elem.parentNode || {} ).firstChild, elem ); + }, + children: function( elem ) { + return siblings( elem.firstChild ); + }, + contents: function( elem ) { + if ( elem.contentDocument != null && + + // Support: IE 11+ + // elements with no `data` attribute has an object + // `contentDocument` with a `null` prototype. + getProto( elem.contentDocument ) ) { + + return elem.contentDocument; + } + + // Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only + // Treat the template element as a regular one in browsers that + // don't support it. + if ( nodeName( elem, "template" ) ) { + elem = elem.content || elem; + } + + return jQuery.merge( [], elem.childNodes ); + } +}, function( name, fn ) { + jQuery.fn[ name ] = function( until, selector ) { + var matched = jQuery.map( this, fn, until ); + + if ( name.slice( -5 ) !== "Until" ) { + selector = until; + } + + if ( selector && typeof selector === "string" ) { + matched = jQuery.filter( selector, matched ); + } + + if ( this.length > 1 ) { + + // Remove duplicates + if ( !guaranteedUnique[ name ] ) { + jQuery.uniqueSort( matched ); + } + + // Reverse order for parents* and prev-derivatives + if ( rparentsprev.test( name ) ) { + matched.reverse(); + } + } + + return this.pushStack( matched ); + }; +} ); +var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g ); + + + +// Convert String-formatted options into Object-formatted ones +function createOptions( options ) { + var object = {}; + jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) { + object[ flag ] = true; + } ); + return object; +} + +/* + * Create a callback list using the following parameters: + * + * options: an optional list of space-separated options that will change how + * the callback list behaves or a more traditional option object + * + * By default a callback list will act like an event callback list and can be + * "fired" multiple times. + * + * Possible options: + * + * once: will ensure the callback list can only be fired once (like a Deferred) + * + * memory: will keep track of previous values and will call any callback added + * after the list has been fired right away with the latest "memorized" + * values (like a Deferred) + * + * unique: will ensure a callback can only be added once (no duplicate in the list) + * + * stopOnFalse: interrupt callings when a callback returns false + * + */ +jQuery.Callbacks = function( options ) { + + // Convert options from String-formatted to Object-formatted if needed + // (we check in cache first) + options = typeof options === "string" ? + createOptions( options ) : + jQuery.extend( {}, options ); + + var // Flag to know if list is currently firing + firing, + + // Last fire value for non-forgettable lists + memory, + + // Flag to know if list was already fired + fired, + + // Flag to prevent firing + locked, + + // Actual callback list + list = [], + + // Queue of execution data for repeatable lists + queue = [], + + // Index of currently firing callback (modified by add/remove as needed) + firingIndex = -1, + + // Fire callbacks + fire = function() { + + // Enforce single-firing + locked = locked || options.once; + + // Execute callbacks for all pending executions, + // respecting firingIndex overrides and runtime changes + fired = firing = true; + for ( ; queue.length; firingIndex = -1 ) { + memory = queue.shift(); + while ( ++firingIndex < list.length ) { + + // Run callback and check for early termination + if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false && + options.stopOnFalse ) { + + // Jump to end and forget the data so .add doesn't re-fire + firingIndex = list.length; + memory = false; + } + } + } + + // Forget the data if we're done with it + if ( !options.memory ) { + memory = false; + } + + firing = false; + + // Clean up if we're done firing for good + if ( locked ) { + + // Keep an empty list if we have data for future add calls + if ( memory ) { + list = []; + + // Otherwise, this object is spent + } else { + list = ""; + } + } + }, + + // Actual Callbacks object + self = { + + // Add a callback or a collection of callbacks to the list + add: function() { + if ( list ) { + + // If we have memory from a past run, we should fire after adding + if ( memory && !firing ) { + firingIndex = list.length - 1; + queue.push( memory ); + } + + ( function add( args ) { + jQuery.each( args, function( _, arg ) { + if ( isFunction( arg ) ) { + if ( !options.unique || !self.has( arg ) ) { + list.push( arg ); + } + } else if ( arg && arg.length && toType( arg ) !== "string" ) { + + // Inspect recursively + add( arg ); + } + } ); + } )( arguments ); + + if ( memory && !firing ) { + fire(); + } + } + return this; + }, + + // Remove a callback from the list + remove: function() { + jQuery.each( arguments, function( _, arg ) { + var index; + while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { + list.splice( index, 1 ); + + // Handle firing indexes + if ( index <= firingIndex ) { + firingIndex--; + } + } + } ); + return this; + }, + + // Check if a given callback is in the list. + // If no argument is given, return whether or not list has callbacks attached. + has: function( fn ) { + return fn ? + jQuery.inArray( fn, list ) > -1 : + list.length > 0; + }, + + // Remove all callbacks from the list + empty: function() { + if ( list ) { + list = []; + } + return this; + }, + + // Disable .fire and .add + // Abort any current/pending executions + // Clear all callbacks and values + disable: function() { + locked = queue = []; + list = memory = ""; + return this; + }, + disabled: function() { + return !list; + }, + + // Disable .fire + // Also disable .add unless we have memory (since it would have no effect) + // Abort any pending executions + lock: function() { + locked = queue = []; + if ( !memory && !firing ) { + list = memory = ""; + } + return this; + }, + locked: function() { + return !!locked; + }, + + // Call all callbacks with the given context and arguments + fireWith: function( context, args ) { + if ( !locked ) { + args = args || []; + args = [ context, args.slice ? args.slice() : args ]; + queue.push( args ); + if ( !firing ) { + fire(); + } + } + return this; + }, + + // Call all the callbacks with the given arguments + fire: function() { + self.fireWith( this, arguments ); + return this; + }, + + // To know if the callbacks have already been called at least once + fired: function() { + return !!fired; + } + }; + + return self; +}; + + +function Identity( v ) { + return v; +} +function Thrower( ex ) { + throw ex; +} + +function adoptValue( value, resolve, reject, noValue ) { + var method; + + try { + + // Check for promise aspect first to privilege synchronous behavior + if ( value && isFunction( ( method = value.promise ) ) ) { + method.call( value ).done( resolve ).fail( reject ); + + // Other thenables + } else if ( value && isFunction( ( method = value.then ) ) ) { + method.call( value, resolve, reject ); + + // Other non-thenables + } else { + + // Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer: + // * false: [ value ].slice( 0 ) => resolve( value ) + // * true: [ value ].slice( 1 ) => resolve() + resolve.apply( undefined, [ value ].slice( noValue ) ); + } + + // For Promises/A+, convert exceptions into rejections + // Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in + // Deferred#then to conditionally suppress rejection. + } catch ( value ) { + + // Support: Android 4.0 only + // Strict mode functions invoked without .call/.apply get global-object context + reject.apply( undefined, [ value ] ); + } +} + +jQuery.extend( { + + Deferred: function( func ) { + var tuples = [ + + // action, add listener, callbacks, + // ... .then handlers, argument index, [final state] + [ "notify", "progress", jQuery.Callbacks( "memory" ), + jQuery.Callbacks( "memory" ), 2 ], + [ "resolve", "done", jQuery.Callbacks( "once memory" ), + jQuery.Callbacks( "once memory" ), 0, "resolved" ], + [ "reject", "fail", jQuery.Callbacks( "once memory" ), + jQuery.Callbacks( "once memory" ), 1, "rejected" ] + ], + state = "pending", + promise = { + state: function() { + return state; + }, + always: function() { + deferred.done( arguments ).fail( arguments ); + return this; + }, + "catch": function( fn ) { + return promise.then( null, fn ); + }, + + // Keep pipe for back-compat + pipe: function( /* fnDone, fnFail, fnProgress */ ) { + var fns = arguments; + + return jQuery.Deferred( function( newDefer ) { + jQuery.each( tuples, function( _i, tuple ) { + + // Map tuples (progress, done, fail) to arguments (done, fail, progress) + var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ]; + + // deferred.progress(function() { bind to newDefer or newDefer.notify }) + // deferred.done(function() { bind to newDefer or newDefer.resolve }) + // deferred.fail(function() { bind to newDefer or newDefer.reject }) + deferred[ tuple[ 1 ] ]( function() { + var returned = fn && fn.apply( this, arguments ); + if ( returned && isFunction( returned.promise ) ) { + returned.promise() + .progress( newDefer.notify ) + .done( newDefer.resolve ) + .fail( newDefer.reject ); + } else { + newDefer[ tuple[ 0 ] + "With" ]( + this, + fn ? [ returned ] : arguments + ); + } + } ); + } ); + fns = null; + } ).promise(); + }, + then: function( onFulfilled, onRejected, onProgress ) { + var maxDepth = 0; + function resolve( depth, deferred, handler, special ) { + return function() { + var that = this, + args = arguments, + mightThrow = function() { + var returned, then; + + // Support: Promises/A+ section 2.3.3.3.3 + // https://promisesaplus.com/#point-59 + // Ignore double-resolution attempts + if ( depth < maxDepth ) { + return; + } + + returned = handler.apply( that, args ); + + // Support: Promises/A+ section 2.3.1 + // https://promisesaplus.com/#point-48 + if ( returned === deferred.promise() ) { + throw new TypeError( "Thenable self-resolution" ); + } + + // Support: Promises/A+ sections 2.3.3.1, 3.5 + // https://promisesaplus.com/#point-54 + // https://promisesaplus.com/#point-75 + // Retrieve `then` only once + then = returned && + + // Support: Promises/A+ section 2.3.4 + // https://promisesaplus.com/#point-64 + // Only check objects and functions for thenability + ( typeof returned === "object" || + typeof returned === "function" ) && + returned.then; + + // Handle a returned thenable + if ( isFunction( then ) ) { + + // Special processors (notify) just wait for resolution + if ( special ) { + then.call( + returned, + resolve( maxDepth, deferred, Identity, special ), + resolve( maxDepth, deferred, Thrower, special ) + ); + + // Normal processors (resolve) also hook into progress + } else { + + // ...and disregard older resolution values + maxDepth++; + + then.call( + returned, + resolve( maxDepth, deferred, Identity, special ), + resolve( maxDepth, deferred, Thrower, special ), + resolve( maxDepth, deferred, Identity, + deferred.notifyWith ) + ); + } + + // Handle all other returned values + } else { + + // Only substitute handlers pass on context + // and multiple values (non-spec behavior) + if ( handler !== Identity ) { + that = undefined; + args = [ returned ]; + } + + // Process the value(s) + // Default process is resolve + ( special || deferred.resolveWith )( that, args ); + } + }, + + // Only normal processors (resolve) catch and reject exceptions + process = special ? + mightThrow : + function() { + try { + mightThrow(); + } catch ( e ) { + + if ( jQuery.Deferred.exceptionHook ) { + jQuery.Deferred.exceptionHook( e, + process.stackTrace ); + } + + // Support: Promises/A+ section 2.3.3.3.4.1 + // https://promisesaplus.com/#point-61 + // Ignore post-resolution exceptions + if ( depth + 1 >= maxDepth ) { + + // Only substitute handlers pass on context + // and multiple values (non-spec behavior) + if ( handler !== Thrower ) { + that = undefined; + args = [ e ]; + } + + deferred.rejectWith( that, args ); + } + } + }; + + // Support: Promises/A+ section 2.3.3.3.1 + // https://promisesaplus.com/#point-57 + // Re-resolve promises immediately to dodge false rejection from + // subsequent errors + if ( depth ) { + process(); + } else { + + // Call an optional hook to record the stack, in case of exception + // since it's otherwise lost when execution goes async + if ( jQuery.Deferred.getStackHook ) { + process.stackTrace = jQuery.Deferred.getStackHook(); + } + window.setTimeout( process ); + } + }; + } + + return jQuery.Deferred( function( newDefer ) { + + // progress_handlers.add( ... ) + tuples[ 0 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onProgress ) ? + onProgress : + Identity, + newDefer.notifyWith + ) + ); + + // fulfilled_handlers.add( ... ) + tuples[ 1 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onFulfilled ) ? + onFulfilled : + Identity + ) + ); + + // rejected_handlers.add( ... ) + tuples[ 2 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onRejected ) ? + onRejected : + Thrower + ) + ); + } ).promise(); + }, + + // Get a promise for this deferred + // If obj is provided, the promise aspect is added to the object + promise: function( obj ) { + return obj != null ? jQuery.extend( obj, promise ) : promise; + } + }, + deferred = {}; + + // Add list-specific methods + jQuery.each( tuples, function( i, tuple ) { + var list = tuple[ 2 ], + stateString = tuple[ 5 ]; + + // promise.progress = list.add + // promise.done = list.add + // promise.fail = list.add + promise[ tuple[ 1 ] ] = list.add; + + // Handle state + if ( stateString ) { + list.add( + function() { + + // state = "resolved" (i.e., fulfilled) + // state = "rejected" + state = stateString; + }, + + // rejected_callbacks.disable + // fulfilled_callbacks.disable + tuples[ 3 - i ][ 2 ].disable, + + // rejected_handlers.disable + // fulfilled_handlers.disable + tuples[ 3 - i ][ 3 ].disable, + + // progress_callbacks.lock + tuples[ 0 ][ 2 ].lock, + + // progress_handlers.lock + tuples[ 0 ][ 3 ].lock + ); + } + + // progress_handlers.fire + // fulfilled_handlers.fire + // rejected_handlers.fire + list.add( tuple[ 3 ].fire ); + + // deferred.notify = function() { deferred.notifyWith(...) } + // deferred.resolve = function() { deferred.resolveWith(...) } + // deferred.reject = function() { deferred.rejectWith(...) } + deferred[ tuple[ 0 ] ] = function() { + deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments ); + return this; + }; + + // deferred.notifyWith = list.fireWith + // deferred.resolveWith = list.fireWith + // deferred.rejectWith = list.fireWith + deferred[ tuple[ 0 ] + "With" ] = list.fireWith; + } ); + + // Make the deferred a promise + promise.promise( deferred ); + + // Call given func if any + if ( func ) { + func.call( deferred, deferred ); + } + + // All done! + return deferred; + }, + + // Deferred helper + when: function( singleValue ) { + var + + // count of uncompleted subordinates + remaining = arguments.length, + + // count of unprocessed arguments + i = remaining, + + // subordinate fulfillment data + resolveContexts = Array( i ), + resolveValues = slice.call( arguments ), + + // the primary Deferred + primary = jQuery.Deferred(), + + // subordinate callback factory + updateFunc = function( i ) { + return function( value ) { + resolveContexts[ i ] = this; + resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; + if ( !( --remaining ) ) { + primary.resolveWith( resolveContexts, resolveValues ); + } + }; + }; + + // Single- and empty arguments are adopted like Promise.resolve + if ( remaining <= 1 ) { + adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject, + !remaining ); + + // Use .then() to unwrap secondary thenables (cf. gh-3000) + if ( primary.state() === "pending" || + isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) { + + return primary.then(); + } + } + + // Multiple arguments are aggregated like Promise.all array elements + while ( i-- ) { + adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject ); + } + + return primary.promise(); + } +} ); + + +// These usually indicate a programmer mistake during development, +// warn about them ASAP rather than swallowing them by default. +var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/; + +jQuery.Deferred.exceptionHook = function( error, stack ) { + + // Support: IE 8 - 9 only + // Console exists when dev tools are open, which can happen at any time + if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) { + window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack ); + } +}; + + + + +jQuery.readyException = function( error ) { + window.setTimeout( function() { + throw error; + } ); +}; + + + + +// The deferred used on DOM ready +var readyList = jQuery.Deferred(); + +jQuery.fn.ready = function( fn ) { + + readyList + .then( fn ) + + // Wrap jQuery.readyException in a function so that the lookup + // happens at the time of error handling instead of callback + // registration. + .catch( function( error ) { + jQuery.readyException( error ); + } ); + + return this; +}; + +jQuery.extend( { + + // Is the DOM ready to be used? Set to true once it occurs. + isReady: false, + + // A counter to track how many items to wait for before + // the ready event fires. See #6781 + readyWait: 1, + + // Handle when the DOM is ready + ready: function( wait ) { + + // Abort if there are pending holds or we're already ready + if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { + return; + } + + // Remember that the DOM is ready + jQuery.isReady = true; + + // If a normal DOM Ready event fired, decrement, and wait if need be + if ( wait !== true && --jQuery.readyWait > 0 ) { + return; + } + + // If there are functions bound, to execute + readyList.resolveWith( document, [ jQuery ] ); + } +} ); + +jQuery.ready.then = readyList.then; + +// The ready event handler and self cleanup method +function completed() { + document.removeEventListener( "DOMContentLoaded", completed ); + window.removeEventListener( "load", completed ); + jQuery.ready(); +} + +// Catch cases where $(document).ready() is called +// after the browser event has already occurred. +// Support: IE <=9 - 10 only +// Older IE sometimes signals "interactive" too soon +if ( document.readyState === "complete" || + ( document.readyState !== "loading" && !document.documentElement.doScroll ) ) { + + // Handle it asynchronously to allow scripts the opportunity to delay ready + window.setTimeout( jQuery.ready ); + +} else { + + // Use the handy event callback + document.addEventListener( "DOMContentLoaded", completed ); + + // A fallback to window.onload, that will always work + window.addEventListener( "load", completed ); +} + + + + +// Multifunctional method to get and set values of a collection +// The value/s can optionally be executed if it's a function +var access = function( elems, fn, key, value, chainable, emptyGet, raw ) { + var i = 0, + len = elems.length, + bulk = key == null; + + // Sets many values + if ( toType( key ) === "object" ) { + chainable = true; + for ( i in key ) { + access( elems, fn, i, key[ i ], true, emptyGet, raw ); + } + + // Sets one value + } else if ( value !== undefined ) { + chainable = true; + + if ( !isFunction( value ) ) { + raw = true; + } + + if ( bulk ) { + + // Bulk operations run against the entire set + if ( raw ) { + fn.call( elems, value ); + fn = null; + + // ...except when executing function values + } else { + bulk = fn; + fn = function( elem, _key, value ) { + return bulk.call( jQuery( elem ), value ); + }; + } + } + + if ( fn ) { + for ( ; i < len; i++ ) { + fn( + elems[ i ], key, raw ? + value : + value.call( elems[ i ], i, fn( elems[ i ], key ) ) + ); + } + } + } + + if ( chainable ) { + return elems; + } + + // Gets + if ( bulk ) { + return fn.call( elems ); + } + + return len ? fn( elems[ 0 ], key ) : emptyGet; +}; + + +// Matches dashed string for camelizing +var rmsPrefix = /^-ms-/, + rdashAlpha = /-([a-z])/g; + +// Used by camelCase as callback to replace() +function fcamelCase( _all, letter ) { + return letter.toUpperCase(); +} + +// Convert dashed to camelCase; used by the css and data modules +// Support: IE <=9 - 11, Edge 12 - 15 +// Microsoft forgot to hump their vendor prefix (#9572) +function camelCase( string ) { + return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); +} +var acceptData = function( owner ) { + + // Accepts only: + // - Node + // - Node.ELEMENT_NODE + // - Node.DOCUMENT_NODE + // - Object + // - Any + return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType ); +}; + + + + +function Data() { + this.expando = jQuery.expando + Data.uid++; +} + +Data.uid = 1; + +Data.prototype = { + + cache: function( owner ) { + + // Check if the owner object already has a cache + var value = owner[ this.expando ]; + + // If not, create one + if ( !value ) { + value = {}; + + // We can accept data for non-element nodes in modern browsers, + // but we should not, see #8335. + // Always return an empty object. + if ( acceptData( owner ) ) { + + // If it is a node unlikely to be stringify-ed or looped over + // use plain assignment + if ( owner.nodeType ) { + owner[ this.expando ] = value; + + // Otherwise secure it in a non-enumerable property + // configurable must be true to allow the property to be + // deleted when data is removed + } else { + Object.defineProperty( owner, this.expando, { + value: value, + configurable: true + } ); + } + } + } + + return value; + }, + set: function( owner, data, value ) { + var prop, + cache = this.cache( owner ); + + // Handle: [ owner, key, value ] args + // Always use camelCase key (gh-2257) + if ( typeof data === "string" ) { + cache[ camelCase( data ) ] = value; + + // Handle: [ owner, { properties } ] args + } else { + + // Copy the properties one-by-one to the cache object + for ( prop in data ) { + cache[ camelCase( prop ) ] = data[ prop ]; + } + } + return cache; + }, + get: function( owner, key ) { + return key === undefined ? + this.cache( owner ) : + + // Always use camelCase key (gh-2257) + owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ]; + }, + access: function( owner, key, value ) { + + // In cases where either: + // + // 1. No key was specified + // 2. A string key was specified, but no value provided + // + // Take the "read" path and allow the get method to determine + // which value to return, respectively either: + // + // 1. The entire cache object + // 2. The data stored at the key + // + if ( key === undefined || + ( ( key && typeof key === "string" ) && value === undefined ) ) { + + return this.get( owner, key ); + } + + // When the key is not a string, or both a key and value + // are specified, set or extend (existing objects) with either: + // + // 1. An object of properties + // 2. A key and value + // + this.set( owner, key, value ); + + // Since the "set" path can have two possible entry points + // return the expected data based on which path was taken[*] + return value !== undefined ? value : key; + }, + remove: function( owner, key ) { + var i, + cache = owner[ this.expando ]; + + if ( cache === undefined ) { + return; + } + + if ( key !== undefined ) { + + // Support array or space separated string of keys + if ( Array.isArray( key ) ) { + + // If key is an array of keys... + // We always set camelCase keys, so remove that. + key = key.map( camelCase ); + } else { + key = camelCase( key ); + + // If a key with the spaces exists, use it. + // Otherwise, create an array by matching non-whitespace + key = key in cache ? + [ key ] : + ( key.match( rnothtmlwhite ) || [] ); + } + + i = key.length; + + while ( i-- ) { + delete cache[ key[ i ] ]; + } + } + + // Remove the expando if there's no more data + if ( key === undefined || jQuery.isEmptyObject( cache ) ) { + + // Support: Chrome <=35 - 45 + // Webkit & Blink performance suffers when deleting properties + // from DOM nodes, so set to undefined instead + // https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted) + if ( owner.nodeType ) { + owner[ this.expando ] = undefined; + } else { + delete owner[ this.expando ]; + } + } + }, + hasData: function( owner ) { + var cache = owner[ this.expando ]; + return cache !== undefined && !jQuery.isEmptyObject( cache ); + } +}; +var dataPriv = new Data(); + +var dataUser = new Data(); + + + +// Implementation Summary +// +// 1. Enforce API surface and semantic compatibility with 1.9.x branch +// 2. Improve the module's maintainability by reducing the storage +// paths to a single mechanism. +// 3. Use the same single mechanism to support "private" and "user" data. +// 4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData) +// 5. Avoid exposing implementation details on user objects (eg. expando properties) +// 6. Provide a clear path for implementation upgrade to WeakMap in 2014 + +var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, + rmultiDash = /[A-Z]/g; + +function getData( data ) { + if ( data === "true" ) { + return true; + } + + if ( data === "false" ) { + return false; + } + + if ( data === "null" ) { + return null; + } + + // Only convert to a number if it doesn't change the string + if ( data === +data + "" ) { + return +data; + } + + if ( rbrace.test( data ) ) { + return JSON.parse( data ); + } + + return data; +} + +function dataAttr( elem, key, data ) { + var name; + + // If nothing was found internally, try to fetch any + // data from the HTML5 data-* attribute + if ( data === undefined && elem.nodeType === 1 ) { + name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase(); + data = elem.getAttribute( name ); + + if ( typeof data === "string" ) { + try { + data = getData( data ); + } catch ( e ) {} + + // Make sure we set the data so it isn't changed later + dataUser.set( elem, key, data ); + } else { + data = undefined; + } + } + return data; +} + +jQuery.extend( { + hasData: function( elem ) { + return dataUser.hasData( elem ) || dataPriv.hasData( elem ); + }, + + data: function( elem, name, data ) { + return dataUser.access( elem, name, data ); + }, + + removeData: function( elem, name ) { + dataUser.remove( elem, name ); + }, + + // TODO: Now that all calls to _data and _removeData have been replaced + // with direct calls to dataPriv methods, these can be deprecated. + _data: function( elem, name, data ) { + return dataPriv.access( elem, name, data ); + }, + + _removeData: function( elem, name ) { + dataPriv.remove( elem, name ); + } +} ); + +jQuery.fn.extend( { + data: function( key, value ) { + var i, name, data, + elem = this[ 0 ], + attrs = elem && elem.attributes; + + // Gets all values + if ( key === undefined ) { + if ( this.length ) { + data = dataUser.get( elem ); + + if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) { + i = attrs.length; + while ( i-- ) { + + // Support: IE 11 only + // The attrs elements can be null (#14894) + if ( attrs[ i ] ) { + name = attrs[ i ].name; + if ( name.indexOf( "data-" ) === 0 ) { + name = camelCase( name.slice( 5 ) ); + dataAttr( elem, name, data[ name ] ); + } + } + } + dataPriv.set( elem, "hasDataAttrs", true ); + } + } + + return data; + } + + // Sets multiple values + if ( typeof key === "object" ) { + return this.each( function() { + dataUser.set( this, key ); + } ); + } + + return access( this, function( value ) { + var data; + + // The calling jQuery object (element matches) is not empty + // (and therefore has an element appears at this[ 0 ]) and the + // `value` parameter was not undefined. An empty jQuery object + // will result in `undefined` for elem = this[ 0 ] which will + // throw an exception if an attempt to read a data cache is made. + if ( elem && value === undefined ) { + + // Attempt to get data from the cache + // The key will always be camelCased in Data + data = dataUser.get( elem, key ); + if ( data !== undefined ) { + return data; + } + + // Attempt to "discover" the data in + // HTML5 custom data-* attrs + data = dataAttr( elem, key ); + if ( data !== undefined ) { + return data; + } + + // We tried really hard, but the data doesn't exist. + return; + } + + // Set the data... + this.each( function() { + + // We always store the camelCased key + dataUser.set( this, key, value ); + } ); + }, null, value, arguments.length > 1, null, true ); + }, + + removeData: function( key ) { + return this.each( function() { + dataUser.remove( this, key ); + } ); + } +} ); + + +jQuery.extend( { + queue: function( elem, type, data ) { + var queue; + + if ( elem ) { + type = ( type || "fx" ) + "queue"; + queue = dataPriv.get( elem, type ); + + // Speed up dequeue by getting out quickly if this is just a lookup + if ( data ) { + if ( !queue || Array.isArray( data ) ) { + queue = dataPriv.access( elem, type, jQuery.makeArray( data ) ); + } else { + queue.push( data ); + } + } + return queue || []; + } + }, + + dequeue: function( elem, type ) { + type = type || "fx"; + + var queue = jQuery.queue( elem, type ), + startLength = queue.length, + fn = queue.shift(), + hooks = jQuery._queueHooks( elem, type ), + next = function() { + jQuery.dequeue( elem, type ); + }; + + // If the fx queue is dequeued, always remove the progress sentinel + if ( fn === "inprogress" ) { + fn = queue.shift(); + startLength--; + } + + if ( fn ) { + + // Add a progress sentinel to prevent the fx queue from being + // automatically dequeued + if ( type === "fx" ) { + queue.unshift( "inprogress" ); + } + + // Clear up the last queue stop function + delete hooks.stop; + fn.call( elem, next, hooks ); + } + + if ( !startLength && hooks ) { + hooks.empty.fire(); + } + }, + + // Not public - generate a queueHooks object, or return the current one + _queueHooks: function( elem, type ) { + var key = type + "queueHooks"; + return dataPriv.get( elem, key ) || dataPriv.access( elem, key, { + empty: jQuery.Callbacks( "once memory" ).add( function() { + dataPriv.remove( elem, [ type + "queue", key ] ); + } ) + } ); + } +} ); + +jQuery.fn.extend( { + queue: function( type, data ) { + var setter = 2; + + if ( typeof type !== "string" ) { + data = type; + type = "fx"; + setter--; + } + + if ( arguments.length < setter ) { + return jQuery.queue( this[ 0 ], type ); + } + + return data === undefined ? + this : + this.each( function() { + var queue = jQuery.queue( this, type, data ); + + // Ensure a hooks for this queue + jQuery._queueHooks( this, type ); + + if ( type === "fx" && queue[ 0 ] !== "inprogress" ) { + jQuery.dequeue( this, type ); + } + } ); + }, + dequeue: function( type ) { + return this.each( function() { + jQuery.dequeue( this, type ); + } ); + }, + clearQueue: function( type ) { + return this.queue( type || "fx", [] ); + }, + + // Get a promise resolved when queues of a certain type + // are emptied (fx is the type by default) + promise: function( type, obj ) { + var tmp, + count = 1, + defer = jQuery.Deferred(), + elements = this, + i = this.length, + resolve = function() { + if ( !( --count ) ) { + defer.resolveWith( elements, [ elements ] ); + } + }; + + if ( typeof type !== "string" ) { + obj = type; + type = undefined; + } + type = type || "fx"; + + while ( i-- ) { + tmp = dataPriv.get( elements[ i ], type + "queueHooks" ); + if ( tmp && tmp.empty ) { + count++; + tmp.empty.add( resolve ); + } + } + resolve(); + return defer.promise( obj ); + } +} ); +var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source; + +var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" ); + + +var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; + +var documentElement = document.documentElement; + + + + var isAttached = function( elem ) { + return jQuery.contains( elem.ownerDocument, elem ); + }, + composed = { composed: true }; + + // Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only + // Check attachment across shadow DOM boundaries when possible (gh-3504) + // Support: iOS 10.0-10.2 only + // Early iOS 10 versions support `attachShadow` but not `getRootNode`, + // leading to errors. We need to check for `getRootNode`. + if ( documentElement.getRootNode ) { + isAttached = function( elem ) { + return jQuery.contains( elem.ownerDocument, elem ) || + elem.getRootNode( composed ) === elem.ownerDocument; + }; + } +var isHiddenWithinTree = function( elem, el ) { + + // isHiddenWithinTree might be called from jQuery#filter function; + // in that case, element will be second argument + elem = el || elem; + + // Inline style trumps all + return elem.style.display === "none" || + elem.style.display === "" && + + // Otherwise, check computed style + // Support: Firefox <=43 - 45 + // Disconnected elements can have computed display: none, so first confirm that elem is + // in the document. + isAttached( elem ) && + + jQuery.css( elem, "display" ) === "none"; + }; + + + +function adjustCSS( elem, prop, valueParts, tween ) { + var adjusted, scale, + maxIterations = 20, + currentValue = tween ? + function() { + return tween.cur(); + } : + function() { + return jQuery.css( elem, prop, "" ); + }, + initial = currentValue(), + unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ), + + // Starting value computation is required for potential unit mismatches + initialInUnit = elem.nodeType && + ( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) && + rcssNum.exec( jQuery.css( elem, prop ) ); + + if ( initialInUnit && initialInUnit[ 3 ] !== unit ) { + + // Support: Firefox <=54 + // Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144) + initial = initial / 2; + + // Trust units reported by jQuery.css + unit = unit || initialInUnit[ 3 ]; + + // Iteratively approximate from a nonzero starting point + initialInUnit = +initial || 1; + + while ( maxIterations-- ) { + + // Evaluate and update our best guess (doubling guesses that zero out). + // Finish if the scale equals or crosses 1 (making the old*new product non-positive). + jQuery.style( elem, prop, initialInUnit + unit ); + if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) { + maxIterations = 0; + } + initialInUnit = initialInUnit / scale; + + } + + initialInUnit = initialInUnit * 2; + jQuery.style( elem, prop, initialInUnit + unit ); + + // Make sure we update the tween properties later on + valueParts = valueParts || []; + } + + if ( valueParts ) { + initialInUnit = +initialInUnit || +initial || 0; + + // Apply relative offset (+=/-=) if specified + adjusted = valueParts[ 1 ] ? + initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] : + +valueParts[ 2 ]; + if ( tween ) { + tween.unit = unit; + tween.start = initialInUnit; + tween.end = adjusted; + } + } + return adjusted; +} + + +var defaultDisplayMap = {}; + +function getDefaultDisplay( elem ) { + var temp, + doc = elem.ownerDocument, + nodeName = elem.nodeName, + display = defaultDisplayMap[ nodeName ]; + + if ( display ) { + return display; + } + + temp = doc.body.appendChild( doc.createElement( nodeName ) ); + display = jQuery.css( temp, "display" ); + + temp.parentNode.removeChild( temp ); + + if ( display === "none" ) { + display = "block"; + } + defaultDisplayMap[ nodeName ] = display; + + return display; +} + +function showHide( elements, show ) { + var display, elem, + values = [], + index = 0, + length = elements.length; + + // Determine new display value for elements that need to change + for ( ; index < length; index++ ) { + elem = elements[ index ]; + if ( !elem.style ) { + continue; + } + + display = elem.style.display; + if ( show ) { + + // Since we force visibility upon cascade-hidden elements, an immediate (and slow) + // check is required in this first loop unless we have a nonempty display value (either + // inline or about-to-be-restored) + if ( display === "none" ) { + values[ index ] = dataPriv.get( elem, "display" ) || null; + if ( !values[ index ] ) { + elem.style.display = ""; + } + } + if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) { + values[ index ] = getDefaultDisplay( elem ); + } + } else { + if ( display !== "none" ) { + values[ index ] = "none"; + + // Remember what we're overwriting + dataPriv.set( elem, "display", display ); + } + } + } + + // Set the display of the elements in a second loop to avoid constant reflow + for ( index = 0; index < length; index++ ) { + if ( values[ index ] != null ) { + elements[ index ].style.display = values[ index ]; + } + } + + return elements; +} + +jQuery.fn.extend( { + show: function() { + return showHide( this, true ); + }, + hide: function() { + return showHide( this ); + }, + toggle: function( state ) { + if ( typeof state === "boolean" ) { + return state ? this.show() : this.hide(); + } + + return this.each( function() { + if ( isHiddenWithinTree( this ) ) { + jQuery( this ).show(); + } else { + jQuery( this ).hide(); + } + } ); + } +} ); +var rcheckableType = ( /^(?:checkbox|radio)$/i ); + +var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i ); + +var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i ); + + + +( function() { + var fragment = document.createDocumentFragment(), + div = fragment.appendChild( document.createElement( "div" ) ), + input = document.createElement( "input" ); + + // Support: Android 4.0 - 4.3 only + // Check state lost if the name is set (#11217) + // Support: Windows Web Apps (WWA) + // `name` and `type` must use .setAttribute for WWA (#14901) + input.setAttribute( "type", "radio" ); + input.setAttribute( "checked", "checked" ); + input.setAttribute( "name", "t" ); + + div.appendChild( input ); + + // Support: Android <=4.1 only + // Older WebKit doesn't clone checked state correctly in fragments + support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; + + // Support: IE <=11 only + // Make sure textarea (and checkbox) defaultValue is properly cloned + div.innerHTML = ""; + support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; + + // Support: IE <=9 only + // IE <=9 replaces "; + support.option = !!div.lastChild; +} )(); + + +// We have to close these tags to support XHTML (#13200) +var wrapMap = { + + // XHTML parsers do not magically insert elements in the + // same way that tag soup parsers do. So we cannot shorten + // this by omitting or other required elements. + thead: [ 1, "", "
    " ], + col: [ 2, "", "
    " ], + tr: [ 2, "", "
    " ], + td: [ 3, "", "
    " ], + + _default: [ 0, "", "" ] +}; + +wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; +wrapMap.th = wrapMap.td; + +// Support: IE <=9 only +if ( !support.option ) { + wrapMap.optgroup = wrapMap.option = [ 1, "" ]; +} + + +function getAll( context, tag ) { + + // Support: IE <=9 - 11 only + // Use typeof to avoid zero-argument method invocation on host objects (#15151) + var ret; + + if ( typeof context.getElementsByTagName !== "undefined" ) { + ret = context.getElementsByTagName( tag || "*" ); + + } else if ( typeof context.querySelectorAll !== "undefined" ) { + ret = context.querySelectorAll( tag || "*" ); + + } else { + ret = []; + } + + if ( tag === undefined || tag && nodeName( context, tag ) ) { + return jQuery.merge( [ context ], ret ); + } + + return ret; +} + + +// Mark scripts as having already been evaluated +function setGlobalEval( elems, refElements ) { + var i = 0, + l = elems.length; + + for ( ; i < l; i++ ) { + dataPriv.set( + elems[ i ], + "globalEval", + !refElements || dataPriv.get( refElements[ i ], "globalEval" ) + ); + } +} + + +var rhtml = /<|&#?\w+;/; + +function buildFragment( elems, context, scripts, selection, ignored ) { + var elem, tmp, tag, wrap, attached, j, + fragment = context.createDocumentFragment(), + nodes = [], + i = 0, + l = elems.length; + + for ( ; i < l; i++ ) { + elem = elems[ i ]; + + if ( elem || elem === 0 ) { + + // Add nodes directly + if ( toType( elem ) === "object" ) { + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); + + // Convert non-html into a text node + } else if ( !rhtml.test( elem ) ) { + nodes.push( context.createTextNode( elem ) ); + + // Convert html into DOM nodes + } else { + tmp = tmp || fragment.appendChild( context.createElement( "div" ) ); + + // Deserialize a standard representation + tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase(); + wrap = wrapMap[ tag ] || wrapMap._default; + tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ]; + + // Descend through wrappers to the right content + j = wrap[ 0 ]; + while ( j-- ) { + tmp = tmp.lastChild; + } + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( nodes, tmp.childNodes ); + + // Remember the top-level container + tmp = fragment.firstChild; + + // Ensure the created nodes are orphaned (#12392) + tmp.textContent = ""; + } + } + } + + // Remove wrapper from fragment + fragment.textContent = ""; + + i = 0; + while ( ( elem = nodes[ i++ ] ) ) { + + // Skip elements already in the context collection (trac-4087) + if ( selection && jQuery.inArray( elem, selection ) > -1 ) { + if ( ignored ) { + ignored.push( elem ); + } + continue; + } + + attached = isAttached( elem ); + + // Append to fragment + tmp = getAll( fragment.appendChild( elem ), "script" ); + + // Preserve script evaluation history + if ( attached ) { + setGlobalEval( tmp ); + } + + // Capture executables + if ( scripts ) { + j = 0; + while ( ( elem = tmp[ j++ ] ) ) { + if ( rscriptType.test( elem.type || "" ) ) { + scripts.push( elem ); + } + } + } + } + + return fragment; +} + + +var rtypenamespace = /^([^.]*)(?:\.(.+)|)/; + +function returnTrue() { + return true; +} + +function returnFalse() { + return false; +} + +// Support: IE <=9 - 11+ +// focus() and blur() are asynchronous, except when they are no-op. +// So expect focus to be synchronous when the element is already active, +// and blur to be synchronous when the element is not already active. +// (focus and blur are always synchronous in other supported browsers, +// this just defines when we can count on it). +function expectSync( elem, type ) { + return ( elem === safeActiveElement() ) === ( type === "focus" ); +} + +// Support: IE <=9 only +// Accessing document.activeElement can throw unexpectedly +// https://bugs.jquery.com/ticket/13393 +function safeActiveElement() { + try { + return document.activeElement; + } catch ( err ) { } +} + +function on( elem, types, selector, data, fn, one ) { + var origFn, type; + + // Types can be a map of types/handlers + if ( typeof types === "object" ) { + + // ( types-Object, selector, data ) + if ( typeof selector !== "string" ) { + + // ( types-Object, data ) + data = data || selector; + selector = undefined; + } + for ( type in types ) { + on( elem, type, selector, data, types[ type ], one ); + } + return elem; + } + + if ( data == null && fn == null ) { + + // ( types, fn ) + fn = selector; + data = selector = undefined; + } else if ( fn == null ) { + if ( typeof selector === "string" ) { + + // ( types, selector, fn ) + fn = data; + data = undefined; + } else { + + // ( types, data, fn ) + fn = data; + data = selector; + selector = undefined; + } + } + if ( fn === false ) { + fn = returnFalse; + } else if ( !fn ) { + return elem; + } + + if ( one === 1 ) { + origFn = fn; + fn = function( event ) { + + // Can use an empty set, since event contains the info + jQuery().off( event ); + return origFn.apply( this, arguments ); + }; + + // Use same guid so caller can remove using origFn + fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); + } + return elem.each( function() { + jQuery.event.add( this, types, fn, data, selector ); + } ); +} + +/* + * Helper functions for managing events -- not part of the public interface. + * Props to Dean Edwards' addEvent library for many of the ideas. + */ +jQuery.event = { + + global: {}, + + add: function( elem, types, handler, data, selector ) { + + var handleObjIn, eventHandle, tmp, + events, t, handleObj, + special, handlers, type, namespaces, origType, + elemData = dataPriv.get( elem ); + + // Only attach events to objects that accept data + if ( !acceptData( elem ) ) { + return; + } + + // Caller can pass in an object of custom data in lieu of the handler + if ( handler.handler ) { + handleObjIn = handler; + handler = handleObjIn.handler; + selector = handleObjIn.selector; + } + + // Ensure that invalid selectors throw exceptions at attach time + // Evaluate against documentElement in case elem is a non-element node (e.g., document) + if ( selector ) { + jQuery.find.matchesSelector( documentElement, selector ); + } + + // Make sure that the handler has a unique ID, used to find/remove it later + if ( !handler.guid ) { + handler.guid = jQuery.guid++; + } + + // Init the element's event structure and main handler, if this is the first + if ( !( events = elemData.events ) ) { + events = elemData.events = Object.create( null ); + } + if ( !( eventHandle = elemData.handle ) ) { + eventHandle = elemData.handle = function( e ) { + + // Discard the second event of a jQuery.event.trigger() and + // when an event is called after a page has unloaded + return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ? + jQuery.event.dispatch.apply( elem, arguments ) : undefined; + }; + } + + // Handle multiple events separated by a space + types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[ t ] ) || []; + type = origType = tmp[ 1 ]; + namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); + + // There *must* be a type, no attaching namespace-only handlers + if ( !type ) { + continue; + } + + // If event changes its type, use the special event handlers for the changed type + special = jQuery.event.special[ type ] || {}; + + // If selector defined, determine special event api type, otherwise given type + type = ( selector ? special.delegateType : special.bindType ) || type; + + // Update special based on newly reset type + special = jQuery.event.special[ type ] || {}; + + // handleObj is passed to all event handlers + handleObj = jQuery.extend( { + type: type, + origType: origType, + data: data, + handler: handler, + guid: handler.guid, + selector: selector, + needsContext: selector && jQuery.expr.match.needsContext.test( selector ), + namespace: namespaces.join( "." ) + }, handleObjIn ); + + // Init the event handler queue if we're the first + if ( !( handlers = events[ type ] ) ) { + handlers = events[ type ] = []; + handlers.delegateCount = 0; + + // Only use addEventListener if the special events handler returns false + if ( !special.setup || + special.setup.call( elem, data, namespaces, eventHandle ) === false ) { + + if ( elem.addEventListener ) { + elem.addEventListener( type, eventHandle ); + } + } + } + + if ( special.add ) { + special.add.call( elem, handleObj ); + + if ( !handleObj.handler.guid ) { + handleObj.handler.guid = handler.guid; + } + } + + // Add to the element's handler list, delegates in front + if ( selector ) { + handlers.splice( handlers.delegateCount++, 0, handleObj ); + } else { + handlers.push( handleObj ); + } + + // Keep track of which events have ever been used, for event optimization + jQuery.event.global[ type ] = true; + } + + }, + + // Detach an event or set of events from an element + remove: function( elem, types, handler, selector, mappedTypes ) { + + var j, origCount, tmp, + events, t, handleObj, + special, handlers, type, namespaces, origType, + elemData = dataPriv.hasData( elem ) && dataPriv.get( elem ); + + if ( !elemData || !( events = elemData.events ) ) { + return; + } + + // Once for each type.namespace in types; type may be omitted + types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[ t ] ) || []; + type = origType = tmp[ 1 ]; + namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); + + // Unbind all events (on this namespace, if provided) for the element + if ( !type ) { + for ( type in events ) { + jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); + } + continue; + } + + special = jQuery.event.special[ type ] || {}; + type = ( selector ? special.delegateType : special.bindType ) || type; + handlers = events[ type ] || []; + tmp = tmp[ 2 ] && + new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ); + + // Remove matching events + origCount = j = handlers.length; + while ( j-- ) { + handleObj = handlers[ j ]; + + if ( ( mappedTypes || origType === handleObj.origType ) && + ( !handler || handler.guid === handleObj.guid ) && + ( !tmp || tmp.test( handleObj.namespace ) ) && + ( !selector || selector === handleObj.selector || + selector === "**" && handleObj.selector ) ) { + handlers.splice( j, 1 ); + + if ( handleObj.selector ) { + handlers.delegateCount--; + } + if ( special.remove ) { + special.remove.call( elem, handleObj ); + } + } + } + + // Remove generic event handler if we removed something and no more handlers exist + // (avoids potential for endless recursion during removal of special event handlers) + if ( origCount && !handlers.length ) { + if ( !special.teardown || + special.teardown.call( elem, namespaces, elemData.handle ) === false ) { + + jQuery.removeEvent( elem, type, elemData.handle ); + } + + delete events[ type ]; + } + } + + // Remove data and the expando if it's no longer used + if ( jQuery.isEmptyObject( events ) ) { + dataPriv.remove( elem, "handle events" ); + } + }, + + dispatch: function( nativeEvent ) { + + var i, j, ret, matched, handleObj, handlerQueue, + args = new Array( arguments.length ), + + // Make a writable jQuery.Event from the native event object + event = jQuery.event.fix( nativeEvent ), + + handlers = ( + dataPriv.get( this, "events" ) || Object.create( null ) + )[ event.type ] || [], + special = jQuery.event.special[ event.type ] || {}; + + // Use the fix-ed jQuery.Event rather than the (read-only) native event + args[ 0 ] = event; + + for ( i = 1; i < arguments.length; i++ ) { + args[ i ] = arguments[ i ]; + } + + event.delegateTarget = this; + + // Call the preDispatch hook for the mapped type, and let it bail if desired + if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { + return; + } + + // Determine handlers + handlerQueue = jQuery.event.handlers.call( this, event, handlers ); + + // Run delegates first; they may want to stop propagation beneath us + i = 0; + while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) { + event.currentTarget = matched.elem; + + j = 0; + while ( ( handleObj = matched.handlers[ j++ ] ) && + !event.isImmediatePropagationStopped() ) { + + // If the event is namespaced, then each handler is only invoked if it is + // specially universal or its namespaces are a superset of the event's. + if ( !event.rnamespace || handleObj.namespace === false || + event.rnamespace.test( handleObj.namespace ) ) { + + event.handleObj = handleObj; + event.data = handleObj.data; + + ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle || + handleObj.handler ).apply( matched.elem, args ); + + if ( ret !== undefined ) { + if ( ( event.result = ret ) === false ) { + event.preventDefault(); + event.stopPropagation(); + } + } + } + } + } + + // Call the postDispatch hook for the mapped type + if ( special.postDispatch ) { + special.postDispatch.call( this, event ); + } + + return event.result; + }, + + handlers: function( event, handlers ) { + var i, handleObj, sel, matchedHandlers, matchedSelectors, + handlerQueue = [], + delegateCount = handlers.delegateCount, + cur = event.target; + + // Find delegate handlers + if ( delegateCount && + + // Support: IE <=9 + // Black-hole SVG instance trees (trac-13180) + cur.nodeType && + + // Support: Firefox <=42 + // Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861) + // https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click + // Support: IE 11 only + // ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343) + !( event.type === "click" && event.button >= 1 ) ) { + + for ( ; cur !== this; cur = cur.parentNode || this ) { + + // Don't check non-elements (#13208) + // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) + if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) { + matchedHandlers = []; + matchedSelectors = {}; + for ( i = 0; i < delegateCount; i++ ) { + handleObj = handlers[ i ]; + + // Don't conflict with Object.prototype properties (#13203) + sel = handleObj.selector + " "; + + if ( matchedSelectors[ sel ] === undefined ) { + matchedSelectors[ sel ] = handleObj.needsContext ? + jQuery( sel, this ).index( cur ) > -1 : + jQuery.find( sel, this, null, [ cur ] ).length; + } + if ( matchedSelectors[ sel ] ) { + matchedHandlers.push( handleObj ); + } + } + if ( matchedHandlers.length ) { + handlerQueue.push( { elem: cur, handlers: matchedHandlers } ); + } + } + } + } + + // Add the remaining (directly-bound) handlers + cur = this; + if ( delegateCount < handlers.length ) { + handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } ); + } + + return handlerQueue; + }, + + addProp: function( name, hook ) { + Object.defineProperty( jQuery.Event.prototype, name, { + enumerable: true, + configurable: true, + + get: isFunction( hook ) ? + function() { + if ( this.originalEvent ) { + return hook( this.originalEvent ); + } + } : + function() { + if ( this.originalEvent ) { + return this.originalEvent[ name ]; + } + }, + + set: function( value ) { + Object.defineProperty( this, name, { + enumerable: true, + configurable: true, + writable: true, + value: value + } ); + } + } ); + }, + + fix: function( originalEvent ) { + return originalEvent[ jQuery.expando ] ? + originalEvent : + new jQuery.Event( originalEvent ); + }, + + special: { + load: { + + // Prevent triggered image.load events from bubbling to window.load + noBubble: true + }, + click: { + + // Utilize native event to ensure correct state for checkable inputs + setup: function( data ) { + + // For mutual compressibility with _default, replace `this` access with a local var. + // `|| data` is dead code meant only to preserve the variable through minification. + var el = this || data; + + // Claim the first handler + if ( rcheckableType.test( el.type ) && + el.click && nodeName( el, "input" ) ) { + + // dataPriv.set( el, "click", ... ) + leverageNative( el, "click", returnTrue ); + } + + // Return false to allow normal processing in the caller + return false; + }, + trigger: function( data ) { + + // For mutual compressibility with _default, replace `this` access with a local var. + // `|| data` is dead code meant only to preserve the variable through minification. + var el = this || data; + + // Force setup before triggering a click + if ( rcheckableType.test( el.type ) && + el.click && nodeName( el, "input" ) ) { + + leverageNative( el, "click" ); + } + + // Return non-false to allow normal event-path propagation + return true; + }, + + // For cross-browser consistency, suppress native .click() on links + // Also prevent it if we're currently inside a leveraged native-event stack + _default: function( event ) { + var target = event.target; + return rcheckableType.test( target.type ) && + target.click && nodeName( target, "input" ) && + dataPriv.get( target, "click" ) || + nodeName( target, "a" ); + } + }, + + beforeunload: { + postDispatch: function( event ) { + + // Support: Firefox 20+ + // Firefox doesn't alert if the returnValue field is not set. + if ( event.result !== undefined && event.originalEvent ) { + event.originalEvent.returnValue = event.result; + } + } + } + } +}; + +// Ensure the presence of an event listener that handles manually-triggered +// synthetic events by interrupting progress until reinvoked in response to +// *native* events that it fires directly, ensuring that state changes have +// already occurred before other listeners are invoked. +function leverageNative( el, type, expectSync ) { + + // Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add + if ( !expectSync ) { + if ( dataPriv.get( el, type ) === undefined ) { + jQuery.event.add( el, type, returnTrue ); + } + return; + } + + // Register the controller as a special universal handler for all event namespaces + dataPriv.set( el, type, false ); + jQuery.event.add( el, type, { + namespace: false, + handler: function( event ) { + var notAsync, result, + saved = dataPriv.get( this, type ); + + if ( ( event.isTrigger & 1 ) && this[ type ] ) { + + // Interrupt processing of the outer synthetic .trigger()ed event + // Saved data should be false in such cases, but might be a leftover capture object + // from an async native handler (gh-4350) + if ( !saved.length ) { + + // Store arguments for use when handling the inner native event + // There will always be at least one argument (an event object), so this array + // will not be confused with a leftover capture object. + saved = slice.call( arguments ); + dataPriv.set( this, type, saved ); + + // Trigger the native event and capture its result + // Support: IE <=9 - 11+ + // focus() and blur() are asynchronous + notAsync = expectSync( this, type ); + this[ type ](); + result = dataPriv.get( this, type ); + if ( saved !== result || notAsync ) { + dataPriv.set( this, type, false ); + } else { + result = {}; + } + if ( saved !== result ) { + + // Cancel the outer synthetic event + event.stopImmediatePropagation(); + event.preventDefault(); + + // Support: Chrome 86+ + // In Chrome, if an element having a focusout handler is blurred by + // clicking outside of it, it invokes the handler synchronously. If + // that handler calls `.remove()` on the element, the data is cleared, + // leaving `result` undefined. We need to guard against this. + return result && result.value; + } + + // If this is an inner synthetic event for an event with a bubbling surrogate + // (focus or blur), assume that the surrogate already propagated from triggering the + // native event and prevent that from happening again here. + // This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the + // bubbling surrogate propagates *after* the non-bubbling base), but that seems + // less bad than duplication. + } else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) { + event.stopPropagation(); + } + + // If this is a native event triggered above, everything is now in order + // Fire an inner synthetic event with the original arguments + } else if ( saved.length ) { + + // ...and capture the result + dataPriv.set( this, type, { + value: jQuery.event.trigger( + + // Support: IE <=9 - 11+ + // Extend with the prototype to reset the above stopImmediatePropagation() + jQuery.extend( saved[ 0 ], jQuery.Event.prototype ), + saved.slice( 1 ), + this + ) + } ); + + // Abort handling of the native event + event.stopImmediatePropagation(); + } + } + } ); +} + +jQuery.removeEvent = function( elem, type, handle ) { + + // This "if" is needed for plain objects + if ( elem.removeEventListener ) { + elem.removeEventListener( type, handle ); + } +}; + +jQuery.Event = function( src, props ) { + + // Allow instantiation without the 'new' keyword + if ( !( this instanceof jQuery.Event ) ) { + return new jQuery.Event( src, props ); + } + + // Event object + if ( src && src.type ) { + this.originalEvent = src; + this.type = src.type; + + // Events bubbling up the document may have been marked as prevented + // by a handler lower down the tree; reflect the correct value. + this.isDefaultPrevented = src.defaultPrevented || + src.defaultPrevented === undefined && + + // Support: Android <=2.3 only + src.returnValue === false ? + returnTrue : + returnFalse; + + // Create target properties + // Support: Safari <=6 - 7 only + // Target should not be a text node (#504, #13143) + this.target = ( src.target && src.target.nodeType === 3 ) ? + src.target.parentNode : + src.target; + + this.currentTarget = src.currentTarget; + this.relatedTarget = src.relatedTarget; + + // Event type + } else { + this.type = src; + } + + // Put explicitly provided properties onto the event object + if ( props ) { + jQuery.extend( this, props ); + } + + // Create a timestamp if incoming event doesn't have one + this.timeStamp = src && src.timeStamp || Date.now(); + + // Mark it as fixed + this[ jQuery.expando ] = true; +}; + +// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding +// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html +jQuery.Event.prototype = { + constructor: jQuery.Event, + isDefaultPrevented: returnFalse, + isPropagationStopped: returnFalse, + isImmediatePropagationStopped: returnFalse, + isSimulated: false, + + preventDefault: function() { + var e = this.originalEvent; + + this.isDefaultPrevented = returnTrue; + + if ( e && !this.isSimulated ) { + e.preventDefault(); + } + }, + stopPropagation: function() { + var e = this.originalEvent; + + this.isPropagationStopped = returnTrue; + + if ( e && !this.isSimulated ) { + e.stopPropagation(); + } + }, + stopImmediatePropagation: function() { + var e = this.originalEvent; + + this.isImmediatePropagationStopped = returnTrue; + + if ( e && !this.isSimulated ) { + e.stopImmediatePropagation(); + } + + this.stopPropagation(); + } +}; + +// Includes all common event props including KeyEvent and MouseEvent specific props +jQuery.each( { + altKey: true, + bubbles: true, + cancelable: true, + changedTouches: true, + ctrlKey: true, + detail: true, + eventPhase: true, + metaKey: true, + pageX: true, + pageY: true, + shiftKey: true, + view: true, + "char": true, + code: true, + charCode: true, + key: true, + keyCode: true, + button: true, + buttons: true, + clientX: true, + clientY: true, + offsetX: true, + offsetY: true, + pointerId: true, + pointerType: true, + screenX: true, + screenY: true, + targetTouches: true, + toElement: true, + touches: true, + which: true +}, jQuery.event.addProp ); + +jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) { + jQuery.event.special[ type ] = { + + // Utilize native event if possible so blur/focus sequence is correct + setup: function() { + + // Claim the first handler + // dataPriv.set( this, "focus", ... ) + // dataPriv.set( this, "blur", ... ) + leverageNative( this, type, expectSync ); + + // Return false to allow normal processing in the caller + return false; + }, + trigger: function() { + + // Force setup before trigger + leverageNative( this, type ); + + // Return non-false to allow normal event-path propagation + return true; + }, + + // Suppress native focus or blur as it's already being fired + // in leverageNative. + _default: function() { + return true; + }, + + delegateType: delegateType + }; +} ); + +// Create mouseenter/leave events using mouseover/out and event-time checks +// so that event delegation works in jQuery. +// Do the same for pointerenter/pointerleave and pointerover/pointerout +// +// Support: Safari 7 only +// Safari sends mouseenter too often; see: +// https://bugs.chromium.org/p/chromium/issues/detail?id=470258 +// for the description of the bug (it existed in older Chrome versions as well). +jQuery.each( { + mouseenter: "mouseover", + mouseleave: "mouseout", + pointerenter: "pointerover", + pointerleave: "pointerout" +}, function( orig, fix ) { + jQuery.event.special[ orig ] = { + delegateType: fix, + bindType: fix, + + handle: function( event ) { + var ret, + target = this, + related = event.relatedTarget, + handleObj = event.handleObj; + + // For mouseenter/leave call the handler if related is outside the target. + // NB: No relatedTarget if the mouse left/entered the browser window + if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) { + event.type = handleObj.origType; + ret = handleObj.handler.apply( this, arguments ); + event.type = fix; + } + return ret; + } + }; +} ); + +jQuery.fn.extend( { + + on: function( types, selector, data, fn ) { + return on( this, types, selector, data, fn ); + }, + one: function( types, selector, data, fn ) { + return on( this, types, selector, data, fn, 1 ); + }, + off: function( types, selector, fn ) { + var handleObj, type; + if ( types && types.preventDefault && types.handleObj ) { + + // ( event ) dispatched jQuery.Event + handleObj = types.handleObj; + jQuery( types.delegateTarget ).off( + handleObj.namespace ? + handleObj.origType + "." + handleObj.namespace : + handleObj.origType, + handleObj.selector, + handleObj.handler + ); + return this; + } + if ( typeof types === "object" ) { + + // ( types-object [, selector] ) + for ( type in types ) { + this.off( type, selector, types[ type ] ); + } + return this; + } + if ( selector === false || typeof selector === "function" ) { + + // ( types [, fn] ) + fn = selector; + selector = undefined; + } + if ( fn === false ) { + fn = returnFalse; + } + return this.each( function() { + jQuery.event.remove( this, types, fn, selector ); + } ); + } +} ); + + +var + + // Support: IE <=10 - 11, Edge 12 - 13 only + // In IE/Edge using regex groups here causes severe slowdowns. + // See https://connect.microsoft.com/IE/feedback/details/1736512/ + rnoInnerhtml = /\s*$/g; + +// Prefer a tbody over its parent table for containing new rows +function manipulationTarget( elem, content ) { + if ( nodeName( elem, "table" ) && + nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) { + + return jQuery( elem ).children( "tbody" )[ 0 ] || elem; + } + + return elem; +} + +// Replace/restore the type attribute of script elements for safe DOM manipulation +function disableScript( elem ) { + elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type; + return elem; +} +function restoreScript( elem ) { + if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) { + elem.type = elem.type.slice( 5 ); + } else { + elem.removeAttribute( "type" ); + } + + return elem; +} + +function cloneCopyEvent( src, dest ) { + var i, l, type, pdataOld, udataOld, udataCur, events; + + if ( dest.nodeType !== 1 ) { + return; + } + + // 1. Copy private data: events, handlers, etc. + if ( dataPriv.hasData( src ) ) { + pdataOld = dataPriv.get( src ); + events = pdataOld.events; + + if ( events ) { + dataPriv.remove( dest, "handle events" ); + + for ( type in events ) { + for ( i = 0, l = events[ type ].length; i < l; i++ ) { + jQuery.event.add( dest, type, events[ type ][ i ] ); + } + } + } + } + + // 2. Copy user data + if ( dataUser.hasData( src ) ) { + udataOld = dataUser.access( src ); + udataCur = jQuery.extend( {}, udataOld ); + + dataUser.set( dest, udataCur ); + } +} + +// Fix IE bugs, see support tests +function fixInput( src, dest ) { + var nodeName = dest.nodeName.toLowerCase(); + + // Fails to persist the checked state of a cloned checkbox or radio button. + if ( nodeName === "input" && rcheckableType.test( src.type ) ) { + dest.checked = src.checked; + + // Fails to return the selected option to the default selected state when cloning options + } else if ( nodeName === "input" || nodeName === "textarea" ) { + dest.defaultValue = src.defaultValue; + } +} + +function domManip( collection, args, callback, ignored ) { + + // Flatten any nested arrays + args = flat( args ); + + var fragment, first, scripts, hasScripts, node, doc, + i = 0, + l = collection.length, + iNoClone = l - 1, + value = args[ 0 ], + valueIsFunction = isFunction( value ); + + // We can't cloneNode fragments that contain checked, in WebKit + if ( valueIsFunction || + ( l > 1 && typeof value === "string" && + !support.checkClone && rchecked.test( value ) ) ) { + return collection.each( function( index ) { + var self = collection.eq( index ); + if ( valueIsFunction ) { + args[ 0 ] = value.call( this, index, self.html() ); + } + domManip( self, args, callback, ignored ); + } ); + } + + if ( l ) { + fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored ); + first = fragment.firstChild; + + if ( fragment.childNodes.length === 1 ) { + fragment = first; + } + + // Require either new content or an interest in ignored elements to invoke the callback + if ( first || ignored ) { + scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); + hasScripts = scripts.length; + + // Use the original fragment for the last item + // instead of the first because it can end up + // being emptied incorrectly in certain situations (#8070). + for ( ; i < l; i++ ) { + node = fragment; + + if ( i !== iNoClone ) { + node = jQuery.clone( node, true, true ); + + // Keep references to cloned scripts for later restoration + if ( hasScripts ) { + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( scripts, getAll( node, "script" ) ); + } + } + + callback.call( collection[ i ], node, i ); + } + + if ( hasScripts ) { + doc = scripts[ scripts.length - 1 ].ownerDocument; + + // Reenable scripts + jQuery.map( scripts, restoreScript ); + + // Evaluate executable scripts on first document insertion + for ( i = 0; i < hasScripts; i++ ) { + node = scripts[ i ]; + if ( rscriptType.test( node.type || "" ) && + !dataPriv.access( node, "globalEval" ) && + jQuery.contains( doc, node ) ) { + + if ( node.src && ( node.type || "" ).toLowerCase() !== "module" ) { + + // Optional AJAX dependency, but won't run scripts if not present + if ( jQuery._evalUrl && !node.noModule ) { + jQuery._evalUrl( node.src, { + nonce: node.nonce || node.getAttribute( "nonce" ) + }, doc ); + } + } else { + DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc ); + } + } + } + } + } + } + + return collection; +} + +function remove( elem, selector, keepData ) { + var node, + nodes = selector ? jQuery.filter( selector, elem ) : elem, + i = 0; + + for ( ; ( node = nodes[ i ] ) != null; i++ ) { + if ( !keepData && node.nodeType === 1 ) { + jQuery.cleanData( getAll( node ) ); + } + + if ( node.parentNode ) { + if ( keepData && isAttached( node ) ) { + setGlobalEval( getAll( node, "script" ) ); + } + node.parentNode.removeChild( node ); + } + } + + return elem; +} + +jQuery.extend( { + htmlPrefilter: function( html ) { + return html; + }, + + clone: function( elem, dataAndEvents, deepDataAndEvents ) { + var i, l, srcElements, destElements, + clone = elem.cloneNode( true ), + inPage = isAttached( elem ); + + // Fix IE cloning issues + if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) && + !jQuery.isXMLDoc( elem ) ) { + + // We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2 + destElements = getAll( clone ); + srcElements = getAll( elem ); + + for ( i = 0, l = srcElements.length; i < l; i++ ) { + fixInput( srcElements[ i ], destElements[ i ] ); + } + } + + // Copy the events from the original to the clone + if ( dataAndEvents ) { + if ( deepDataAndEvents ) { + srcElements = srcElements || getAll( elem ); + destElements = destElements || getAll( clone ); + + for ( i = 0, l = srcElements.length; i < l; i++ ) { + cloneCopyEvent( srcElements[ i ], destElements[ i ] ); + } + } else { + cloneCopyEvent( elem, clone ); + } + } + + // Preserve script evaluation history + destElements = getAll( clone, "script" ); + if ( destElements.length > 0 ) { + setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); + } + + // Return the cloned set + return clone; + }, + + cleanData: function( elems ) { + var data, elem, type, + special = jQuery.event.special, + i = 0; + + for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) { + if ( acceptData( elem ) ) { + if ( ( data = elem[ dataPriv.expando ] ) ) { + if ( data.events ) { + for ( type in data.events ) { + if ( special[ type ] ) { + jQuery.event.remove( elem, type ); + + // This is a shortcut to avoid jQuery.event.remove's overhead + } else { + jQuery.removeEvent( elem, type, data.handle ); + } + } + } + + // Support: Chrome <=35 - 45+ + // Assign undefined instead of using delete, see Data#remove + elem[ dataPriv.expando ] = undefined; + } + if ( elem[ dataUser.expando ] ) { + + // Support: Chrome <=35 - 45+ + // Assign undefined instead of using delete, see Data#remove + elem[ dataUser.expando ] = undefined; + } + } + } + } +} ); + +jQuery.fn.extend( { + detach: function( selector ) { + return remove( this, selector, true ); + }, + + remove: function( selector ) { + return remove( this, selector ); + }, + + text: function( value ) { + return access( this, function( value ) { + return value === undefined ? + jQuery.text( this ) : + this.empty().each( function() { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + this.textContent = value; + } + } ); + }, null, value, arguments.length ); + }, + + append: function() { + return domManip( this, arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.appendChild( elem ); + } + } ); + }, + + prepend: function() { + return domManip( this, arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.insertBefore( elem, target.firstChild ); + } + } ); + }, + + before: function() { + return domManip( this, arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this ); + } + } ); + }, + + after: function() { + return domManip( this, arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this.nextSibling ); + } + } ); + }, + + empty: function() { + var elem, + i = 0; + + for ( ; ( elem = this[ i ] ) != null; i++ ) { + if ( elem.nodeType === 1 ) { + + // Prevent memory leaks + jQuery.cleanData( getAll( elem, false ) ); + + // Remove any remaining nodes + elem.textContent = ""; + } + } + + return this; + }, + + clone: function( dataAndEvents, deepDataAndEvents ) { + dataAndEvents = dataAndEvents == null ? false : dataAndEvents; + deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; + + return this.map( function() { + return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); + } ); + }, + + html: function( value ) { + return access( this, function( value ) { + var elem = this[ 0 ] || {}, + i = 0, + l = this.length; + + if ( value === undefined && elem.nodeType === 1 ) { + return elem.innerHTML; + } + + // See if we can take a shortcut and just use innerHTML + if ( typeof value === "string" && !rnoInnerhtml.test( value ) && + !wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) { + + value = jQuery.htmlPrefilter( value ); + + try { + for ( ; i < l; i++ ) { + elem = this[ i ] || {}; + + // Remove element nodes and prevent memory leaks + if ( elem.nodeType === 1 ) { + jQuery.cleanData( getAll( elem, false ) ); + elem.innerHTML = value; + } + } + + elem = 0; + + // If using innerHTML throws an exception, use the fallback method + } catch ( e ) {} + } + + if ( elem ) { + this.empty().append( value ); + } + }, null, value, arguments.length ); + }, + + replaceWith: function() { + var ignored = []; + + // Make the changes, replacing each non-ignored context element with the new content + return domManip( this, arguments, function( elem ) { + var parent = this.parentNode; + + if ( jQuery.inArray( this, ignored ) < 0 ) { + jQuery.cleanData( getAll( this ) ); + if ( parent ) { + parent.replaceChild( elem, this ); + } + } + + // Force callback invocation + }, ignored ); + } +} ); + +jQuery.each( { + appendTo: "append", + prependTo: "prepend", + insertBefore: "before", + insertAfter: "after", + replaceAll: "replaceWith" +}, function( name, original ) { + jQuery.fn[ name ] = function( selector ) { + var elems, + ret = [], + insert = jQuery( selector ), + last = insert.length - 1, + i = 0; + + for ( ; i <= last; i++ ) { + elems = i === last ? this : this.clone( true ); + jQuery( insert[ i ] )[ original ]( elems ); + + // Support: Android <=4.0 only, PhantomJS 1 only + // .get() because push.apply(_, arraylike) throws on ancient WebKit + push.apply( ret, elems.get() ); + } + + return this.pushStack( ret ); + }; +} ); +var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" ); + +var getStyles = function( elem ) { + + // Support: IE <=11 only, Firefox <=30 (#15098, #14150) + // IE throws on elements created in popups + // FF meanwhile throws on frame elements through "defaultView.getComputedStyle" + var view = elem.ownerDocument.defaultView; + + if ( !view || !view.opener ) { + view = window; + } + + return view.getComputedStyle( elem ); + }; + +var swap = function( elem, options, callback ) { + var ret, name, + old = {}; + + // Remember the old values, and insert the new ones + for ( name in options ) { + old[ name ] = elem.style[ name ]; + elem.style[ name ] = options[ name ]; + } + + ret = callback.call( elem ); + + // Revert the old values + for ( name in options ) { + elem.style[ name ] = old[ name ]; + } + + return ret; +}; + + +var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" ); + + + +( function() { + + // Executing both pixelPosition & boxSizingReliable tests require only one layout + // so they're executed at the same time to save the second computation. + function computeStyleTests() { + + // This is a singleton, we need to execute it only once + if ( !div ) { + return; + } + + container.style.cssText = "position:absolute;left:-11111px;width:60px;" + + "margin-top:1px;padding:0;border:0"; + div.style.cssText = + "position:relative;display:block;box-sizing:border-box;overflow:scroll;" + + "margin:auto;border:1px;padding:1px;" + + "width:60%;top:1%"; + documentElement.appendChild( container ).appendChild( div ); + + var divStyle = window.getComputedStyle( div ); + pixelPositionVal = divStyle.top !== "1%"; + + // Support: Android 4.0 - 4.3 only, Firefox <=3 - 44 + reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12; + + // Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3 + // Some styles come back with percentage values, even though they shouldn't + div.style.right = "60%"; + pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36; + + // Support: IE 9 - 11 only + // Detect misreporting of content dimensions for box-sizing:border-box elements + boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36; + + // Support: IE 9 only + // Detect overflow:scroll screwiness (gh-3699) + // Support: Chrome <=64 + // Don't get tricked when zoom affects offsetWidth (gh-4029) + div.style.position = "absolute"; + scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12; + + documentElement.removeChild( container ); + + // Nullify the div so it wouldn't be stored in the memory and + // it will also be a sign that checks already performed + div = null; + } + + function roundPixelMeasures( measure ) { + return Math.round( parseFloat( measure ) ); + } + + var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal, + reliableTrDimensionsVal, reliableMarginLeftVal, + container = document.createElement( "div" ), + div = document.createElement( "div" ); + + // Finish early in limited (non-browser) environments + if ( !div.style ) { + return; + } + + // Support: IE <=9 - 11 only + // Style of cloned element affects source element cloned (#8908) + div.style.backgroundClip = "content-box"; + div.cloneNode( true ).style.backgroundClip = ""; + support.clearCloneStyle = div.style.backgroundClip === "content-box"; + + jQuery.extend( support, { + boxSizingReliable: function() { + computeStyleTests(); + return boxSizingReliableVal; + }, + pixelBoxStyles: function() { + computeStyleTests(); + return pixelBoxStylesVal; + }, + pixelPosition: function() { + computeStyleTests(); + return pixelPositionVal; + }, + reliableMarginLeft: function() { + computeStyleTests(); + return reliableMarginLeftVal; + }, + scrollboxSize: function() { + computeStyleTests(); + return scrollboxSizeVal; + }, + + // Support: IE 9 - 11+, Edge 15 - 18+ + // IE/Edge misreport `getComputedStyle` of table rows with width/height + // set in CSS while `offset*` properties report correct values. + // Behavior in IE 9 is more subtle than in newer versions & it passes + // some versions of this test; make sure not to make it pass there! + // + // Support: Firefox 70+ + // Only Firefox includes border widths + // in computed dimensions. (gh-4529) + reliableTrDimensions: function() { + var table, tr, trChild, trStyle; + if ( reliableTrDimensionsVal == null ) { + table = document.createElement( "table" ); + tr = document.createElement( "tr" ); + trChild = document.createElement( "div" ); + + table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate"; + tr.style.cssText = "border:1px solid"; + + // Support: Chrome 86+ + // Height set through cssText does not get applied. + // Computed height then comes back as 0. + tr.style.height = "1px"; + trChild.style.height = "9px"; + + // Support: Android 8 Chrome 86+ + // In our bodyBackground.html iframe, + // display for all div elements is set to "inline", + // which causes a problem only in Android 8 Chrome 86. + // Ensuring the div is display: block + // gets around this issue. + trChild.style.display = "block"; + + documentElement + .appendChild( table ) + .appendChild( tr ) + .appendChild( trChild ); + + trStyle = window.getComputedStyle( tr ); + reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) + + parseInt( trStyle.borderTopWidth, 10 ) + + parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight; + + documentElement.removeChild( table ); + } + return reliableTrDimensionsVal; + } + } ); +} )(); + + +function curCSS( elem, name, computed ) { + var width, minWidth, maxWidth, ret, + + // Support: Firefox 51+ + // Retrieving style before computed somehow + // fixes an issue with getting wrong values + // on detached elements + style = elem.style; + + computed = computed || getStyles( elem ); + + // getPropertyValue is needed for: + // .css('filter') (IE 9 only, #12537) + // .css('--customProperty) (#3144) + if ( computed ) { + ret = computed.getPropertyValue( name ) || computed[ name ]; + + if ( ret === "" && !isAttached( elem ) ) { + ret = jQuery.style( elem, name ); + } + + // A tribute to the "awesome hack by Dean Edwards" + // Android Browser returns percentage for some values, + // but width seems to be reliably pixels. + // This is against the CSSOM draft spec: + // https://drafts.csswg.org/cssom/#resolved-values + if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) { + + // Remember the original values + width = style.width; + minWidth = style.minWidth; + maxWidth = style.maxWidth; + + // Put in the new values to get a computed value out + style.minWidth = style.maxWidth = style.width = ret; + ret = computed.width; + + // Revert the changed values + style.width = width; + style.minWidth = minWidth; + style.maxWidth = maxWidth; + } + } + + return ret !== undefined ? + + // Support: IE <=9 - 11 only + // IE returns zIndex value as an integer. + ret + "" : + ret; +} + + +function addGetHookIf( conditionFn, hookFn ) { + + // Define the hook, we'll check on the first run if it's really needed. + return { + get: function() { + if ( conditionFn() ) { + + // Hook not needed (or it's not possible to use it due + // to missing dependency), remove it. + delete this.get; + return; + } + + // Hook needed; redefine it so that the support test is not executed again. + return ( this.get = hookFn ).apply( this, arguments ); + } + }; +} + + +var cssPrefixes = [ "Webkit", "Moz", "ms" ], + emptyStyle = document.createElement( "div" ).style, + vendorProps = {}; + +// Return a vendor-prefixed property or undefined +function vendorPropName( name ) { + + // Check for vendor prefixed names + var capName = name[ 0 ].toUpperCase() + name.slice( 1 ), + i = cssPrefixes.length; + + while ( i-- ) { + name = cssPrefixes[ i ] + capName; + if ( name in emptyStyle ) { + return name; + } + } +} + +// Return a potentially-mapped jQuery.cssProps or vendor prefixed property +function finalPropName( name ) { + var final = jQuery.cssProps[ name ] || vendorProps[ name ]; + + if ( final ) { + return final; + } + if ( name in emptyStyle ) { + return name; + } + return vendorProps[ name ] = vendorPropName( name ) || name; +} + + +var + + // Swappable if display is none or starts with table + // except "table", "table-cell", or "table-caption" + // See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display + rdisplayswap = /^(none|table(?!-c[ea]).+)/, + rcustomProp = /^--/, + cssShow = { position: "absolute", visibility: "hidden", display: "block" }, + cssNormalTransform = { + letterSpacing: "0", + fontWeight: "400" + }; + +function setPositiveNumber( _elem, value, subtract ) { + + // Any relative (+/-) values have already been + // normalized at this point + var matches = rcssNum.exec( value ); + return matches ? + + // Guard against undefined "subtract", e.g., when used as in cssHooks + Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) : + value; +} + +function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) { + var i = dimension === "width" ? 1 : 0, + extra = 0, + delta = 0; + + // Adjustment may not be necessary + if ( box === ( isBorderBox ? "border" : "content" ) ) { + return 0; + } + + for ( ; i < 4; i += 2 ) { + + // Both box models exclude margin + if ( box === "margin" ) { + delta += jQuery.css( elem, box + cssExpand[ i ], true, styles ); + } + + // If we get here with a content-box, we're seeking "padding" or "border" or "margin" + if ( !isBorderBox ) { + + // Add padding + delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); + + // For "border" or "margin", add border + if ( box !== "padding" ) { + delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + + // But still keep track of it otherwise + } else { + extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + } + + // If we get here with a border-box (content + padding + border), we're seeking "content" or + // "padding" or "margin" + } else { + + // For "content", subtract padding + if ( box === "content" ) { + delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); + } + + // For "content" or "padding", subtract border + if ( box !== "margin" ) { + delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + } + } + } + + // Account for positive content-box scroll gutter when requested by providing computedVal + if ( !isBorderBox && computedVal >= 0 ) { + + // offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border + // Assuming integer scroll gutter, subtract the rest and round down + delta += Math.max( 0, Math.ceil( + elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - + computedVal - + delta - + extra - + 0.5 + + // If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter + // Use an explicit zero to avoid NaN (gh-3964) + ) ) || 0; + } + + return delta; +} + +function getWidthOrHeight( elem, dimension, extra ) { + + // Start with computed style + var styles = getStyles( elem ), + + // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322). + // Fake content-box until we know it's needed to know the true value. + boxSizingNeeded = !support.boxSizingReliable() || extra, + isBorderBox = boxSizingNeeded && + jQuery.css( elem, "boxSizing", false, styles ) === "border-box", + valueIsBorderBox = isBorderBox, + + val = curCSS( elem, dimension, styles ), + offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ); + + // Support: Firefox <=54 + // Return a confounding non-pixel value or feign ignorance, as appropriate. + if ( rnumnonpx.test( val ) ) { + if ( !extra ) { + return val; + } + val = "auto"; + } + + + // Support: IE 9 - 11 only + // Use offsetWidth/offsetHeight for when box sizing is unreliable. + // In those cases, the computed value can be trusted to be border-box. + if ( ( !support.boxSizingReliable() && isBorderBox || + + // Support: IE 10 - 11+, Edge 15 - 18+ + // IE/Edge misreport `getComputedStyle` of table rows with width/height + // set in CSS while `offset*` properties report correct values. + // Interestingly, in some cases IE 9 doesn't suffer from this issue. + !support.reliableTrDimensions() && nodeName( elem, "tr" ) || + + // Fall back to offsetWidth/offsetHeight when value is "auto" + // This happens for inline elements with no explicit setting (gh-3571) + val === "auto" || + + // Support: Android <=4.1 - 4.3 only + // Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602) + !parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) && + + // Make sure the element is visible & connected + elem.getClientRects().length ) { + + isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box"; + + // Where available, offsetWidth/offsetHeight approximate border box dimensions. + // Where not available (e.g., SVG), assume unreliable box-sizing and interpret the + // retrieved value as a content box dimension. + valueIsBorderBox = offsetProp in elem; + if ( valueIsBorderBox ) { + val = elem[ offsetProp ]; + } + } + + // Normalize "" and auto + val = parseFloat( val ) || 0; + + // Adjust for the element's box model + return ( val + + boxModelAdjustment( + elem, + dimension, + extra || ( isBorderBox ? "border" : "content" ), + valueIsBorderBox, + styles, + + // Provide the current computed size to request scroll gutter calculation (gh-3589) + val + ) + ) + "px"; +} + +jQuery.extend( { + + // Add in style property hooks for overriding the default + // behavior of getting and setting a style property + cssHooks: { + opacity: { + get: function( elem, computed ) { + if ( computed ) { + + // We should always get a number back from opacity + var ret = curCSS( elem, "opacity" ); + return ret === "" ? "1" : ret; + } + } + } + }, + + // Don't automatically add "px" to these possibly-unitless properties + cssNumber: { + "animationIterationCount": true, + "columnCount": true, + "fillOpacity": true, + "flexGrow": true, + "flexShrink": true, + "fontWeight": true, + "gridArea": true, + "gridColumn": true, + "gridColumnEnd": true, + "gridColumnStart": true, + "gridRow": true, + "gridRowEnd": true, + "gridRowStart": true, + "lineHeight": true, + "opacity": true, + "order": true, + "orphans": true, + "widows": true, + "zIndex": true, + "zoom": true + }, + + // Add in properties whose names you wish to fix before + // setting or getting the value + cssProps: {}, + + // Get and set the style property on a DOM Node + style: function( elem, name, value, extra ) { + + // Don't set styles on text and comment nodes + if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) { + return; + } + + // Make sure that we're working with the right name + var ret, type, hooks, + origName = camelCase( name ), + isCustomProp = rcustomProp.test( name ), + style = elem.style; + + // Make sure that we're working with the right name. We don't + // want to query the value if it is a CSS custom property + // since they are user-defined. + if ( !isCustomProp ) { + name = finalPropName( origName ); + } + + // Gets hook for the prefixed version, then unprefixed version + hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; + + // Check if we're setting a value + if ( value !== undefined ) { + type = typeof value; + + // Convert "+=" or "-=" to relative numbers (#7345) + if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) { + value = adjustCSS( elem, name, ret ); + + // Fixes bug #9237 + type = "number"; + } + + // Make sure that null and NaN values aren't set (#7116) + if ( value == null || value !== value ) { + return; + } + + // If a number was passed in, add the unit (except for certain CSS properties) + // The isCustomProp check can be removed in jQuery 4.0 when we only auto-append + // "px" to a few hardcoded values. + if ( type === "number" && !isCustomProp ) { + value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" ); + } + + // background-* props affect original clone's values + if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) { + style[ name ] = "inherit"; + } + + // If a hook was provided, use that value, otherwise just set the specified value + if ( !hooks || !( "set" in hooks ) || + ( value = hooks.set( elem, value, extra ) ) !== undefined ) { + + if ( isCustomProp ) { + style.setProperty( name, value ); + } else { + style[ name ] = value; + } + } + + } else { + + // If a hook was provided get the non-computed value from there + if ( hooks && "get" in hooks && + ( ret = hooks.get( elem, false, extra ) ) !== undefined ) { + + return ret; + } + + // Otherwise just get the value from the style object + return style[ name ]; + } + }, + + css: function( elem, name, extra, styles ) { + var val, num, hooks, + origName = camelCase( name ), + isCustomProp = rcustomProp.test( name ); + + // Make sure that we're working with the right name. We don't + // want to modify the value if it is a CSS custom property + // since they are user-defined. + if ( !isCustomProp ) { + name = finalPropName( origName ); + } + + // Try prefixed name followed by the unprefixed name + hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; + + // If a hook was provided get the computed value from there + if ( hooks && "get" in hooks ) { + val = hooks.get( elem, true, extra ); + } + + // Otherwise, if a way to get the computed value exists, use that + if ( val === undefined ) { + val = curCSS( elem, name, styles ); + } + + // Convert "normal" to computed value + if ( val === "normal" && name in cssNormalTransform ) { + val = cssNormalTransform[ name ]; + } + + // Make numeric if forced or a qualifier was provided and val looks numeric + if ( extra === "" || extra ) { + num = parseFloat( val ); + return extra === true || isFinite( num ) ? num || 0 : val; + } + + return val; + } +} ); + +jQuery.each( [ "height", "width" ], function( _i, dimension ) { + jQuery.cssHooks[ dimension ] = { + get: function( elem, computed, extra ) { + if ( computed ) { + + // Certain elements can have dimension info if we invisibly show them + // but it must have a current display style that would benefit + return rdisplayswap.test( jQuery.css( elem, "display" ) ) && + + // Support: Safari 8+ + // Table columns in Safari have non-zero offsetWidth & zero + // getBoundingClientRect().width unless display is changed. + // Support: IE <=11 only + // Running getBoundingClientRect on a disconnected node + // in IE throws an error. + ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? + swap( elem, cssShow, function() { + return getWidthOrHeight( elem, dimension, extra ); + } ) : + getWidthOrHeight( elem, dimension, extra ); + } + }, + + set: function( elem, value, extra ) { + var matches, + styles = getStyles( elem ), + + // Only read styles.position if the test has a chance to fail + // to avoid forcing a reflow. + scrollboxSizeBuggy = !support.scrollboxSize() && + styles.position === "absolute", + + // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991) + boxSizingNeeded = scrollboxSizeBuggy || extra, + isBorderBox = boxSizingNeeded && + jQuery.css( elem, "boxSizing", false, styles ) === "border-box", + subtract = extra ? + boxModelAdjustment( + elem, + dimension, + extra, + isBorderBox, + styles + ) : + 0; + + // Account for unreliable border-box dimensions by comparing offset* to computed and + // faking a content-box to get border and padding (gh-3699) + if ( isBorderBox && scrollboxSizeBuggy ) { + subtract -= Math.ceil( + elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - + parseFloat( styles[ dimension ] ) - + boxModelAdjustment( elem, dimension, "border", false, styles ) - + 0.5 + ); + } + + // Convert to pixels if value adjustment is needed + if ( subtract && ( matches = rcssNum.exec( value ) ) && + ( matches[ 3 ] || "px" ) !== "px" ) { + + elem.style[ dimension ] = value; + value = jQuery.css( elem, dimension ); + } + + return setPositiveNumber( elem, value, subtract ); + } + }; +} ); + +jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft, + function( elem, computed ) { + if ( computed ) { + return ( parseFloat( curCSS( elem, "marginLeft" ) ) || + elem.getBoundingClientRect().left - + swap( elem, { marginLeft: 0 }, function() { + return elem.getBoundingClientRect().left; + } ) + ) + "px"; + } + } +); + +// These hooks are used by animate to expand properties +jQuery.each( { + margin: "", + padding: "", + border: "Width" +}, function( prefix, suffix ) { + jQuery.cssHooks[ prefix + suffix ] = { + expand: function( value ) { + var i = 0, + expanded = {}, + + // Assumes a single number if not a string + parts = typeof value === "string" ? value.split( " " ) : [ value ]; + + for ( ; i < 4; i++ ) { + expanded[ prefix + cssExpand[ i ] + suffix ] = + parts[ i ] || parts[ i - 2 ] || parts[ 0 ]; + } + + return expanded; + } + }; + + if ( prefix !== "margin" ) { + jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber; + } +} ); + +jQuery.fn.extend( { + css: function( name, value ) { + return access( this, function( elem, name, value ) { + var styles, len, + map = {}, + i = 0; + + if ( Array.isArray( name ) ) { + styles = getStyles( elem ); + len = name.length; + + for ( ; i < len; i++ ) { + map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles ); + } + + return map; + } + + return value !== undefined ? + jQuery.style( elem, name, value ) : + jQuery.css( elem, name ); + }, name, value, arguments.length > 1 ); + } +} ); + + +function Tween( elem, options, prop, end, easing ) { + return new Tween.prototype.init( elem, options, prop, end, easing ); +} +jQuery.Tween = Tween; + +Tween.prototype = { + constructor: Tween, + init: function( elem, options, prop, end, easing, unit ) { + this.elem = elem; + this.prop = prop; + this.easing = easing || jQuery.easing._default; + this.options = options; + this.start = this.now = this.cur(); + this.end = end; + this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" ); + }, + cur: function() { + var hooks = Tween.propHooks[ this.prop ]; + + return hooks && hooks.get ? + hooks.get( this ) : + Tween.propHooks._default.get( this ); + }, + run: function( percent ) { + var eased, + hooks = Tween.propHooks[ this.prop ]; + + if ( this.options.duration ) { + this.pos = eased = jQuery.easing[ this.easing ]( + percent, this.options.duration * percent, 0, 1, this.options.duration + ); + } else { + this.pos = eased = percent; + } + this.now = ( this.end - this.start ) * eased + this.start; + + if ( this.options.step ) { + this.options.step.call( this.elem, this.now, this ); + } + + if ( hooks && hooks.set ) { + hooks.set( this ); + } else { + Tween.propHooks._default.set( this ); + } + return this; + } +}; + +Tween.prototype.init.prototype = Tween.prototype; + +Tween.propHooks = { + _default: { + get: function( tween ) { + var result; + + // Use a property on the element directly when it is not a DOM element, + // or when there is no matching style property that exists. + if ( tween.elem.nodeType !== 1 || + tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) { + return tween.elem[ tween.prop ]; + } + + // Passing an empty string as a 3rd parameter to .css will automatically + // attempt a parseFloat and fallback to a string if the parse fails. + // Simple values such as "10px" are parsed to Float; + // complex values such as "rotate(1rad)" are returned as-is. + result = jQuery.css( tween.elem, tween.prop, "" ); + + // Empty strings, null, undefined and "auto" are converted to 0. + return !result || result === "auto" ? 0 : result; + }, + set: function( tween ) { + + // Use step hook for back compat. + // Use cssHook if its there. + // Use .style if available and use plain properties where available. + if ( jQuery.fx.step[ tween.prop ] ) { + jQuery.fx.step[ tween.prop ]( tween ); + } else if ( tween.elem.nodeType === 1 && ( + jQuery.cssHooks[ tween.prop ] || + tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) { + jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); + } else { + tween.elem[ tween.prop ] = tween.now; + } + } + } +}; + +// Support: IE <=9 only +// Panic based approach to setting things on disconnected nodes +Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = { + set: function( tween ) { + if ( tween.elem.nodeType && tween.elem.parentNode ) { + tween.elem[ tween.prop ] = tween.now; + } + } +}; + +jQuery.easing = { + linear: function( p ) { + return p; + }, + swing: function( p ) { + return 0.5 - Math.cos( p * Math.PI ) / 2; + }, + _default: "swing" +}; + +jQuery.fx = Tween.prototype.init; + +// Back compat <1.8 extension point +jQuery.fx.step = {}; + + + + +var + fxNow, inProgress, + rfxtypes = /^(?:toggle|show|hide)$/, + rrun = /queueHooks$/; + +function schedule() { + if ( inProgress ) { + if ( document.hidden === false && window.requestAnimationFrame ) { + window.requestAnimationFrame( schedule ); + } else { + window.setTimeout( schedule, jQuery.fx.interval ); + } + + jQuery.fx.tick(); + } +} + +// Animations created synchronously will run synchronously +function createFxNow() { + window.setTimeout( function() { + fxNow = undefined; + } ); + return ( fxNow = Date.now() ); +} + +// Generate parameters to create a standard animation +function genFx( type, includeWidth ) { + var which, + i = 0, + attrs = { height: type }; + + // If we include width, step value is 1 to do all cssExpand values, + // otherwise step value is 2 to skip over Left and Right + includeWidth = includeWidth ? 1 : 0; + for ( ; i < 4; i += 2 - includeWidth ) { + which = cssExpand[ i ]; + attrs[ "margin" + which ] = attrs[ "padding" + which ] = type; + } + + if ( includeWidth ) { + attrs.opacity = attrs.width = type; + } + + return attrs; +} + +function createTween( value, prop, animation ) { + var tween, + collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ), + index = 0, + length = collection.length; + for ( ; index < length; index++ ) { + if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) { + + // We're done with this property + return tween; + } + } +} + +function defaultPrefilter( elem, props, opts ) { + var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display, + isBox = "width" in props || "height" in props, + anim = this, + orig = {}, + style = elem.style, + hidden = elem.nodeType && isHiddenWithinTree( elem ), + dataShow = dataPriv.get( elem, "fxshow" ); + + // Queue-skipping animations hijack the fx hooks + if ( !opts.queue ) { + hooks = jQuery._queueHooks( elem, "fx" ); + if ( hooks.unqueued == null ) { + hooks.unqueued = 0; + oldfire = hooks.empty.fire; + hooks.empty.fire = function() { + if ( !hooks.unqueued ) { + oldfire(); + } + }; + } + hooks.unqueued++; + + anim.always( function() { + + // Ensure the complete handler is called before this completes + anim.always( function() { + hooks.unqueued--; + if ( !jQuery.queue( elem, "fx" ).length ) { + hooks.empty.fire(); + } + } ); + } ); + } + + // Detect show/hide animations + for ( prop in props ) { + value = props[ prop ]; + if ( rfxtypes.test( value ) ) { + delete props[ prop ]; + toggle = toggle || value === "toggle"; + if ( value === ( hidden ? "hide" : "show" ) ) { + + // Pretend to be hidden if this is a "show" and + // there is still data from a stopped show/hide + if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) { + hidden = true; + + // Ignore all other no-op show/hide data + } else { + continue; + } + } + orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop ); + } + } + + // Bail out if this is a no-op like .hide().hide() + propTween = !jQuery.isEmptyObject( props ); + if ( !propTween && jQuery.isEmptyObject( orig ) ) { + return; + } + + // Restrict "overflow" and "display" styles during box animations + if ( isBox && elem.nodeType === 1 ) { + + // Support: IE <=9 - 11, Edge 12 - 15 + // Record all 3 overflow attributes because IE does not infer the shorthand + // from identically-valued overflowX and overflowY and Edge just mirrors + // the overflowX value there. + opts.overflow = [ style.overflow, style.overflowX, style.overflowY ]; + + // Identify a display type, preferring old show/hide data over the CSS cascade + restoreDisplay = dataShow && dataShow.display; + if ( restoreDisplay == null ) { + restoreDisplay = dataPriv.get( elem, "display" ); + } + display = jQuery.css( elem, "display" ); + if ( display === "none" ) { + if ( restoreDisplay ) { + display = restoreDisplay; + } else { + + // Get nonempty value(s) by temporarily forcing visibility + showHide( [ elem ], true ); + restoreDisplay = elem.style.display || restoreDisplay; + display = jQuery.css( elem, "display" ); + showHide( [ elem ] ); + } + } + + // Animate inline elements as inline-block + if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) { + if ( jQuery.css( elem, "float" ) === "none" ) { + + // Restore the original display value at the end of pure show/hide animations + if ( !propTween ) { + anim.done( function() { + style.display = restoreDisplay; + } ); + if ( restoreDisplay == null ) { + display = style.display; + restoreDisplay = display === "none" ? "" : display; + } + } + style.display = "inline-block"; + } + } + } + + if ( opts.overflow ) { + style.overflow = "hidden"; + anim.always( function() { + style.overflow = opts.overflow[ 0 ]; + style.overflowX = opts.overflow[ 1 ]; + style.overflowY = opts.overflow[ 2 ]; + } ); + } + + // Implement show/hide animations + propTween = false; + for ( prop in orig ) { + + // General show/hide setup for this element animation + if ( !propTween ) { + if ( dataShow ) { + if ( "hidden" in dataShow ) { + hidden = dataShow.hidden; + } + } else { + dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } ); + } + + // Store hidden/visible for toggle so `.stop().toggle()` "reverses" + if ( toggle ) { + dataShow.hidden = !hidden; + } + + // Show elements before animating them + if ( hidden ) { + showHide( [ elem ], true ); + } + + /* eslint-disable no-loop-func */ + + anim.done( function() { + + /* eslint-enable no-loop-func */ + + // The final step of a "hide" animation is actually hiding the element + if ( !hidden ) { + showHide( [ elem ] ); + } + dataPriv.remove( elem, "fxshow" ); + for ( prop in orig ) { + jQuery.style( elem, prop, orig[ prop ] ); + } + } ); + } + + // Per-property setup + propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim ); + if ( !( prop in dataShow ) ) { + dataShow[ prop ] = propTween.start; + if ( hidden ) { + propTween.end = propTween.start; + propTween.start = 0; + } + } + } +} + +function propFilter( props, specialEasing ) { + var index, name, easing, value, hooks; + + // camelCase, specialEasing and expand cssHook pass + for ( index in props ) { + name = camelCase( index ); + easing = specialEasing[ name ]; + value = props[ index ]; + if ( Array.isArray( value ) ) { + easing = value[ 1 ]; + value = props[ index ] = value[ 0 ]; + } + + if ( index !== name ) { + props[ name ] = value; + delete props[ index ]; + } + + hooks = jQuery.cssHooks[ name ]; + if ( hooks && "expand" in hooks ) { + value = hooks.expand( value ); + delete props[ name ]; + + // Not quite $.extend, this won't overwrite existing keys. + // Reusing 'index' because we have the correct "name" + for ( index in value ) { + if ( !( index in props ) ) { + props[ index ] = value[ index ]; + specialEasing[ index ] = easing; + } + } + } else { + specialEasing[ name ] = easing; + } + } +} + +function Animation( elem, properties, options ) { + var result, + stopped, + index = 0, + length = Animation.prefilters.length, + deferred = jQuery.Deferred().always( function() { + + // Don't match elem in the :animated selector + delete tick.elem; + } ), + tick = function() { + if ( stopped ) { + return false; + } + var currentTime = fxNow || createFxNow(), + remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ), + + // Support: Android 2.3 only + // Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497) + temp = remaining / animation.duration || 0, + percent = 1 - temp, + index = 0, + length = animation.tweens.length; + + for ( ; index < length; index++ ) { + animation.tweens[ index ].run( percent ); + } + + deferred.notifyWith( elem, [ animation, percent, remaining ] ); + + // If there's more to do, yield + if ( percent < 1 && length ) { + return remaining; + } + + // If this was an empty animation, synthesize a final progress notification + if ( !length ) { + deferred.notifyWith( elem, [ animation, 1, 0 ] ); + } + + // Resolve the animation and report its conclusion + deferred.resolveWith( elem, [ animation ] ); + return false; + }, + animation = deferred.promise( { + elem: elem, + props: jQuery.extend( {}, properties ), + opts: jQuery.extend( true, { + specialEasing: {}, + easing: jQuery.easing._default + }, options ), + originalProperties: properties, + originalOptions: options, + startTime: fxNow || createFxNow(), + duration: options.duration, + tweens: [], + createTween: function( prop, end ) { + var tween = jQuery.Tween( elem, animation.opts, prop, end, + animation.opts.specialEasing[ prop ] || animation.opts.easing ); + animation.tweens.push( tween ); + return tween; + }, + stop: function( gotoEnd ) { + var index = 0, + + // If we are going to the end, we want to run all the tweens + // otherwise we skip this part + length = gotoEnd ? animation.tweens.length : 0; + if ( stopped ) { + return this; + } + stopped = true; + for ( ; index < length; index++ ) { + animation.tweens[ index ].run( 1 ); + } + + // Resolve when we played the last frame; otherwise, reject + if ( gotoEnd ) { + deferred.notifyWith( elem, [ animation, 1, 0 ] ); + deferred.resolveWith( elem, [ animation, gotoEnd ] ); + } else { + deferred.rejectWith( elem, [ animation, gotoEnd ] ); + } + return this; + } + } ), + props = animation.props; + + propFilter( props, animation.opts.specialEasing ); + + for ( ; index < length; index++ ) { + result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts ); + if ( result ) { + if ( isFunction( result.stop ) ) { + jQuery._queueHooks( animation.elem, animation.opts.queue ).stop = + result.stop.bind( result ); + } + return result; + } + } + + jQuery.map( props, createTween, animation ); + + if ( isFunction( animation.opts.start ) ) { + animation.opts.start.call( elem, animation ); + } + + // Attach callbacks from options + animation + .progress( animation.opts.progress ) + .done( animation.opts.done, animation.opts.complete ) + .fail( animation.opts.fail ) + .always( animation.opts.always ); + + jQuery.fx.timer( + jQuery.extend( tick, { + elem: elem, + anim: animation, + queue: animation.opts.queue + } ) + ); + + return animation; +} + +jQuery.Animation = jQuery.extend( Animation, { + + tweeners: { + "*": [ function( prop, value ) { + var tween = this.createTween( prop, value ); + adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween ); + return tween; + } ] + }, + + tweener: function( props, callback ) { + if ( isFunction( props ) ) { + callback = props; + props = [ "*" ]; + } else { + props = props.match( rnothtmlwhite ); + } + + var prop, + index = 0, + length = props.length; + + for ( ; index < length; index++ ) { + prop = props[ index ]; + Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || []; + Animation.tweeners[ prop ].unshift( callback ); + } + }, + + prefilters: [ defaultPrefilter ], + + prefilter: function( callback, prepend ) { + if ( prepend ) { + Animation.prefilters.unshift( callback ); + } else { + Animation.prefilters.push( callback ); + } + } +} ); + +jQuery.speed = function( speed, easing, fn ) { + var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : { + complete: fn || !fn && easing || + isFunction( speed ) && speed, + duration: speed, + easing: fn && easing || easing && !isFunction( easing ) && easing + }; + + // Go to the end state if fx are off + if ( jQuery.fx.off ) { + opt.duration = 0; + + } else { + if ( typeof opt.duration !== "number" ) { + if ( opt.duration in jQuery.fx.speeds ) { + opt.duration = jQuery.fx.speeds[ opt.duration ]; + + } else { + opt.duration = jQuery.fx.speeds._default; + } + } + } + + // Normalize opt.queue - true/undefined/null -> "fx" + if ( opt.queue == null || opt.queue === true ) { + opt.queue = "fx"; + } + + // Queueing + opt.old = opt.complete; + + opt.complete = function() { + if ( isFunction( opt.old ) ) { + opt.old.call( this ); + } + + if ( opt.queue ) { + jQuery.dequeue( this, opt.queue ); + } + }; + + return opt; +}; + +jQuery.fn.extend( { + fadeTo: function( speed, to, easing, callback ) { + + // Show any hidden elements after setting opacity to 0 + return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show() + + // Animate to the value specified + .end().animate( { opacity: to }, speed, easing, callback ); + }, + animate: function( prop, speed, easing, callback ) { + var empty = jQuery.isEmptyObject( prop ), + optall = jQuery.speed( speed, easing, callback ), + doAnimation = function() { + + // Operate on a copy of prop so per-property easing won't be lost + var anim = Animation( this, jQuery.extend( {}, prop ), optall ); + + // Empty animations, or finishing resolves immediately + if ( empty || dataPriv.get( this, "finish" ) ) { + anim.stop( true ); + } + }; + + doAnimation.finish = doAnimation; + + return empty || optall.queue === false ? + this.each( doAnimation ) : + this.queue( optall.queue, doAnimation ); + }, + stop: function( type, clearQueue, gotoEnd ) { + var stopQueue = function( hooks ) { + var stop = hooks.stop; + delete hooks.stop; + stop( gotoEnd ); + }; + + if ( typeof type !== "string" ) { + gotoEnd = clearQueue; + clearQueue = type; + type = undefined; + } + if ( clearQueue ) { + this.queue( type || "fx", [] ); + } + + return this.each( function() { + var dequeue = true, + index = type != null && type + "queueHooks", + timers = jQuery.timers, + data = dataPriv.get( this ); + + if ( index ) { + if ( data[ index ] && data[ index ].stop ) { + stopQueue( data[ index ] ); + } + } else { + for ( index in data ) { + if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) { + stopQueue( data[ index ] ); + } + } + } + + for ( index = timers.length; index--; ) { + if ( timers[ index ].elem === this && + ( type == null || timers[ index ].queue === type ) ) { + + timers[ index ].anim.stop( gotoEnd ); + dequeue = false; + timers.splice( index, 1 ); + } + } + + // Start the next in the queue if the last step wasn't forced. + // Timers currently will call their complete callbacks, which + // will dequeue but only if they were gotoEnd. + if ( dequeue || !gotoEnd ) { + jQuery.dequeue( this, type ); + } + } ); + }, + finish: function( type ) { + if ( type !== false ) { + type = type || "fx"; + } + return this.each( function() { + var index, + data = dataPriv.get( this ), + queue = data[ type + "queue" ], + hooks = data[ type + "queueHooks" ], + timers = jQuery.timers, + length = queue ? queue.length : 0; + + // Enable finishing flag on private data + data.finish = true; + + // Empty the queue first + jQuery.queue( this, type, [] ); + + if ( hooks && hooks.stop ) { + hooks.stop.call( this, true ); + } + + // Look for any active animations, and finish them + for ( index = timers.length; index--; ) { + if ( timers[ index ].elem === this && timers[ index ].queue === type ) { + timers[ index ].anim.stop( true ); + timers.splice( index, 1 ); + } + } + + // Look for any animations in the old queue and finish them + for ( index = 0; index < length; index++ ) { + if ( queue[ index ] && queue[ index ].finish ) { + queue[ index ].finish.call( this ); + } + } + + // Turn off finishing flag + delete data.finish; + } ); + } +} ); + +jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) { + var cssFn = jQuery.fn[ name ]; + jQuery.fn[ name ] = function( speed, easing, callback ) { + return speed == null || typeof speed === "boolean" ? + cssFn.apply( this, arguments ) : + this.animate( genFx( name, true ), speed, easing, callback ); + }; +} ); + +// Generate shortcuts for custom animations +jQuery.each( { + slideDown: genFx( "show" ), + slideUp: genFx( "hide" ), + slideToggle: genFx( "toggle" ), + fadeIn: { opacity: "show" }, + fadeOut: { opacity: "hide" }, + fadeToggle: { opacity: "toggle" } +}, function( name, props ) { + jQuery.fn[ name ] = function( speed, easing, callback ) { + return this.animate( props, speed, easing, callback ); + }; +} ); + +jQuery.timers = []; +jQuery.fx.tick = function() { + var timer, + i = 0, + timers = jQuery.timers; + + fxNow = Date.now(); + + for ( ; i < timers.length; i++ ) { + timer = timers[ i ]; + + // Run the timer and safely remove it when done (allowing for external removal) + if ( !timer() && timers[ i ] === timer ) { + timers.splice( i--, 1 ); + } + } + + if ( !timers.length ) { + jQuery.fx.stop(); + } + fxNow = undefined; +}; + +jQuery.fx.timer = function( timer ) { + jQuery.timers.push( timer ); + jQuery.fx.start(); +}; + +jQuery.fx.interval = 13; +jQuery.fx.start = function() { + if ( inProgress ) { + return; + } + + inProgress = true; + schedule(); +}; + +jQuery.fx.stop = function() { + inProgress = null; +}; + +jQuery.fx.speeds = { + slow: 600, + fast: 200, + + // Default speed + _default: 400 +}; + + +// Based off of the plugin by Clint Helfers, with permission. +// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/ +jQuery.fn.delay = function( time, type ) { + time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time; + type = type || "fx"; + + return this.queue( type, function( next, hooks ) { + var timeout = window.setTimeout( next, time ); + hooks.stop = function() { + window.clearTimeout( timeout ); + }; + } ); +}; + + +( function() { + var input = document.createElement( "input" ), + select = document.createElement( "select" ), + opt = select.appendChild( document.createElement( "option" ) ); + + input.type = "checkbox"; + + // Support: Android <=4.3 only + // Default value for a checkbox should be "on" + support.checkOn = input.value !== ""; + + // Support: IE <=11 only + // Must access selectedIndex to make default options select + support.optSelected = opt.selected; + + // Support: IE <=11 only + // An input loses its value after becoming a radio + input = document.createElement( "input" ); + input.value = "t"; + input.type = "radio"; + support.radioValue = input.value === "t"; +} )(); + + +var boolHook, + attrHandle = jQuery.expr.attrHandle; + +jQuery.fn.extend( { + attr: function( name, value ) { + return access( this, jQuery.attr, name, value, arguments.length > 1 ); + }, + + removeAttr: function( name ) { + return this.each( function() { + jQuery.removeAttr( this, name ); + } ); + } +} ); + +jQuery.extend( { + attr: function( elem, name, value ) { + var ret, hooks, + nType = elem.nodeType; + + // Don't get/set attributes on text, comment and attribute nodes + if ( nType === 3 || nType === 8 || nType === 2 ) { + return; + } + + // Fallback to prop when attributes are not supported + if ( typeof elem.getAttribute === "undefined" ) { + return jQuery.prop( elem, name, value ); + } + + // Attribute hooks are determined by the lowercase version + // Grab necessary hook if one is defined + if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { + hooks = jQuery.attrHooks[ name.toLowerCase() ] || + ( jQuery.expr.match.bool.test( name ) ? boolHook : undefined ); + } + + if ( value !== undefined ) { + if ( value === null ) { + jQuery.removeAttr( elem, name ); + return; + } + + if ( hooks && "set" in hooks && + ( ret = hooks.set( elem, value, name ) ) !== undefined ) { + return ret; + } + + elem.setAttribute( name, value + "" ); + return value; + } + + if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { + return ret; + } + + ret = jQuery.find.attr( elem, name ); + + // Non-existent attributes return null, we normalize to undefined + return ret == null ? undefined : ret; + }, + + attrHooks: { + type: { + set: function( elem, value ) { + if ( !support.radioValue && value === "radio" && + nodeName( elem, "input" ) ) { + var val = elem.value; + elem.setAttribute( "type", value ); + if ( val ) { + elem.value = val; + } + return value; + } + } + } + }, + + removeAttr: function( elem, value ) { + var name, + i = 0, + + // Attribute names can contain non-HTML whitespace characters + // https://html.spec.whatwg.org/multipage/syntax.html#attributes-2 + attrNames = value && value.match( rnothtmlwhite ); + + if ( attrNames && elem.nodeType === 1 ) { + while ( ( name = attrNames[ i++ ] ) ) { + elem.removeAttribute( name ); + } + } + } +} ); + +// Hooks for boolean attributes +boolHook = { + set: function( elem, value, name ) { + if ( value === false ) { + + // Remove boolean attributes when set to false + jQuery.removeAttr( elem, name ); + } else { + elem.setAttribute( name, name ); + } + return name; + } +}; + +jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) { + var getter = attrHandle[ name ] || jQuery.find.attr; + + attrHandle[ name ] = function( elem, name, isXML ) { + var ret, handle, + lowercaseName = name.toLowerCase(); + + if ( !isXML ) { + + // Avoid an infinite loop by temporarily removing this function from the getter + handle = attrHandle[ lowercaseName ]; + attrHandle[ lowercaseName ] = ret; + ret = getter( elem, name, isXML ) != null ? + lowercaseName : + null; + attrHandle[ lowercaseName ] = handle; + } + return ret; + }; +} ); + + + + +var rfocusable = /^(?:input|select|textarea|button)$/i, + rclickable = /^(?:a|area)$/i; + +jQuery.fn.extend( { + prop: function( name, value ) { + return access( this, jQuery.prop, name, value, arguments.length > 1 ); + }, + + removeProp: function( name ) { + return this.each( function() { + delete this[ jQuery.propFix[ name ] || name ]; + } ); + } +} ); + +jQuery.extend( { + prop: function( elem, name, value ) { + var ret, hooks, + nType = elem.nodeType; + + // Don't get/set properties on text, comment and attribute nodes + if ( nType === 3 || nType === 8 || nType === 2 ) { + return; + } + + if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { + + // Fix name and attach hooks + name = jQuery.propFix[ name ] || name; + hooks = jQuery.propHooks[ name ]; + } + + if ( value !== undefined ) { + if ( hooks && "set" in hooks && + ( ret = hooks.set( elem, value, name ) ) !== undefined ) { + return ret; + } + + return ( elem[ name ] = value ); + } + + if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { + return ret; + } + + return elem[ name ]; + }, + + propHooks: { + tabIndex: { + get: function( elem ) { + + // Support: IE <=9 - 11 only + // elem.tabIndex doesn't always return the + // correct value when it hasn't been explicitly set + // https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/ + // Use proper attribute retrieval(#12072) + var tabindex = jQuery.find.attr( elem, "tabindex" ); + + if ( tabindex ) { + return parseInt( tabindex, 10 ); + } + + if ( + rfocusable.test( elem.nodeName ) || + rclickable.test( elem.nodeName ) && + elem.href + ) { + return 0; + } + + return -1; + } + } + }, + + propFix: { + "for": "htmlFor", + "class": "className" + } +} ); + +// Support: IE <=11 only +// Accessing the selectedIndex property +// forces the browser to respect setting selected +// on the option +// The getter ensures a default option is selected +// when in an optgroup +// eslint rule "no-unused-expressions" is disabled for this code +// since it considers such accessions noop +if ( !support.optSelected ) { + jQuery.propHooks.selected = { + get: function( elem ) { + + /* eslint no-unused-expressions: "off" */ + + var parent = elem.parentNode; + if ( parent && parent.parentNode ) { + parent.parentNode.selectedIndex; + } + return null; + }, + set: function( elem ) { + + /* eslint no-unused-expressions: "off" */ + + var parent = elem.parentNode; + if ( parent ) { + parent.selectedIndex; + + if ( parent.parentNode ) { + parent.parentNode.selectedIndex; + } + } + } + }; +} + +jQuery.each( [ + "tabIndex", + "readOnly", + "maxLength", + "cellSpacing", + "cellPadding", + "rowSpan", + "colSpan", + "useMap", + "frameBorder", + "contentEditable" +], function() { + jQuery.propFix[ this.toLowerCase() ] = this; +} ); + + + + + // Strip and collapse whitespace according to HTML spec + // https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace + function stripAndCollapse( value ) { + var tokens = value.match( rnothtmlwhite ) || []; + return tokens.join( " " ); + } + + +function getClass( elem ) { + return elem.getAttribute && elem.getAttribute( "class" ) || ""; +} + +function classesToArray( value ) { + if ( Array.isArray( value ) ) { + return value; + } + if ( typeof value === "string" ) { + return value.match( rnothtmlwhite ) || []; + } + return []; +} + +jQuery.fn.extend( { + addClass: function( value ) { + var classes, elem, cur, curValue, clazz, j, finalValue, + i = 0; + + if ( isFunction( value ) ) { + return this.each( function( j ) { + jQuery( this ).addClass( value.call( this, j, getClass( this ) ) ); + } ); + } + + classes = classesToArray( value ); + + if ( classes.length ) { + while ( ( elem = this[ i++ ] ) ) { + curValue = getClass( elem ); + cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); + + if ( cur ) { + j = 0; + while ( ( clazz = classes[ j++ ] ) ) { + if ( cur.indexOf( " " + clazz + " " ) < 0 ) { + cur += clazz + " "; + } + } + + // Only assign if different to avoid unneeded rendering. + finalValue = stripAndCollapse( cur ); + if ( curValue !== finalValue ) { + elem.setAttribute( "class", finalValue ); + } + } + } + } + + return this; + }, + + removeClass: function( value ) { + var classes, elem, cur, curValue, clazz, j, finalValue, + i = 0; + + if ( isFunction( value ) ) { + return this.each( function( j ) { + jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) ); + } ); + } + + if ( !arguments.length ) { + return this.attr( "class", "" ); + } + + classes = classesToArray( value ); + + if ( classes.length ) { + while ( ( elem = this[ i++ ] ) ) { + curValue = getClass( elem ); + + // This expression is here for better compressibility (see addClass) + cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); + + if ( cur ) { + j = 0; + while ( ( clazz = classes[ j++ ] ) ) { + + // Remove *all* instances + while ( cur.indexOf( " " + clazz + " " ) > -1 ) { + cur = cur.replace( " " + clazz + " ", " " ); + } + } + + // Only assign if different to avoid unneeded rendering. + finalValue = stripAndCollapse( cur ); + if ( curValue !== finalValue ) { + elem.setAttribute( "class", finalValue ); + } + } + } + } + + return this; + }, + + toggleClass: function( value, stateVal ) { + var type = typeof value, + isValidValue = type === "string" || Array.isArray( value ); + + if ( typeof stateVal === "boolean" && isValidValue ) { + return stateVal ? this.addClass( value ) : this.removeClass( value ); + } + + if ( isFunction( value ) ) { + return this.each( function( i ) { + jQuery( this ).toggleClass( + value.call( this, i, getClass( this ), stateVal ), + stateVal + ); + } ); + } + + return this.each( function() { + var className, i, self, classNames; + + if ( isValidValue ) { + + // Toggle individual class names + i = 0; + self = jQuery( this ); + classNames = classesToArray( value ); + + while ( ( className = classNames[ i++ ] ) ) { + + // Check each className given, space separated list + if ( self.hasClass( className ) ) { + self.removeClass( className ); + } else { + self.addClass( className ); + } + } + + // Toggle whole class name + } else if ( value === undefined || type === "boolean" ) { + className = getClass( this ); + if ( className ) { + + // Store className if set + dataPriv.set( this, "__className__", className ); + } + + // If the element has a class name or if we're passed `false`, + // then remove the whole classname (if there was one, the above saved it). + // Otherwise bring back whatever was previously saved (if anything), + // falling back to the empty string if nothing was stored. + if ( this.setAttribute ) { + this.setAttribute( "class", + className || value === false ? + "" : + dataPriv.get( this, "__className__" ) || "" + ); + } + } + } ); + }, + + hasClass: function( selector ) { + var className, elem, + i = 0; + + className = " " + selector + " "; + while ( ( elem = this[ i++ ] ) ) { + if ( elem.nodeType === 1 && + ( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) { + return true; + } + } + + return false; + } +} ); + + + + +var rreturn = /\r/g; + +jQuery.fn.extend( { + val: function( value ) { + var hooks, ret, valueIsFunction, + elem = this[ 0 ]; + + if ( !arguments.length ) { + if ( elem ) { + hooks = jQuery.valHooks[ elem.type ] || + jQuery.valHooks[ elem.nodeName.toLowerCase() ]; + + if ( hooks && + "get" in hooks && + ( ret = hooks.get( elem, "value" ) ) !== undefined + ) { + return ret; + } + + ret = elem.value; + + // Handle most common string cases + if ( typeof ret === "string" ) { + return ret.replace( rreturn, "" ); + } + + // Handle cases where value is null/undef or number + return ret == null ? "" : ret; + } + + return; + } + + valueIsFunction = isFunction( value ); + + return this.each( function( i ) { + var val; + + if ( this.nodeType !== 1 ) { + return; + } + + if ( valueIsFunction ) { + val = value.call( this, i, jQuery( this ).val() ); + } else { + val = value; + } + + // Treat null/undefined as ""; convert numbers to string + if ( val == null ) { + val = ""; + + } else if ( typeof val === "number" ) { + val += ""; + + } else if ( Array.isArray( val ) ) { + val = jQuery.map( val, function( value ) { + return value == null ? "" : value + ""; + } ); + } + + hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ]; + + // If set returns undefined, fall back to normal setting + if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) { + this.value = val; + } + } ); + } +} ); + +jQuery.extend( { + valHooks: { + option: { + get: function( elem ) { + + var val = jQuery.find.attr( elem, "value" ); + return val != null ? + val : + + // Support: IE <=10 - 11 only + // option.text throws exceptions (#14686, #14858) + // Strip and collapse whitespace + // https://html.spec.whatwg.org/#strip-and-collapse-whitespace + stripAndCollapse( jQuery.text( elem ) ); + } + }, + select: { + get: function( elem ) { + var value, option, i, + options = elem.options, + index = elem.selectedIndex, + one = elem.type === "select-one", + values = one ? null : [], + max = one ? index + 1 : options.length; + + if ( index < 0 ) { + i = max; + + } else { + i = one ? index : 0; + } + + // Loop through all the selected options + for ( ; i < max; i++ ) { + option = options[ i ]; + + // Support: IE <=9 only + // IE8-9 doesn't update selected after form reset (#2551) + if ( ( option.selected || i === index ) && + + // Don't return options that are disabled or in a disabled optgroup + !option.disabled && + ( !option.parentNode.disabled || + !nodeName( option.parentNode, "optgroup" ) ) ) { + + // Get the specific value for the option + value = jQuery( option ).val(); + + // We don't need an array for one selects + if ( one ) { + return value; + } + + // Multi-Selects return an array + values.push( value ); + } + } + + return values; + }, + + set: function( elem, value ) { + var optionSet, option, + options = elem.options, + values = jQuery.makeArray( value ), + i = options.length; + + while ( i-- ) { + option = options[ i ]; + + /* eslint-disable no-cond-assign */ + + if ( option.selected = + jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1 + ) { + optionSet = true; + } + + /* eslint-enable no-cond-assign */ + } + + // Force browsers to behave consistently when non-matching value is set + if ( !optionSet ) { + elem.selectedIndex = -1; + } + return values; + } + } + } +} ); + +// Radios and checkboxes getter/setter +jQuery.each( [ "radio", "checkbox" ], function() { + jQuery.valHooks[ this ] = { + set: function( elem, value ) { + if ( Array.isArray( value ) ) { + return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 ); + } + } + }; + if ( !support.checkOn ) { + jQuery.valHooks[ this ].get = function( elem ) { + return elem.getAttribute( "value" ) === null ? "on" : elem.value; + }; + } +} ); + + + + +// Return jQuery for attributes-only inclusion + + +support.focusin = "onfocusin" in window; + + +var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, + stopPropagationCallback = function( e ) { + e.stopPropagation(); + }; + +jQuery.extend( jQuery.event, { + + trigger: function( event, data, elem, onlyHandlers ) { + + var i, cur, tmp, bubbleType, ontype, handle, special, lastElement, + eventPath = [ elem || document ], + type = hasOwn.call( event, "type" ) ? event.type : event, + namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : []; + + cur = lastElement = tmp = elem = elem || document; + + // Don't do events on text and comment nodes + if ( elem.nodeType === 3 || elem.nodeType === 8 ) { + return; + } + + // focus/blur morphs to focusin/out; ensure we're not firing them right now + if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { + return; + } + + if ( type.indexOf( "." ) > -1 ) { + + // Namespaced trigger; create a regexp to match event type in handle() + namespaces = type.split( "." ); + type = namespaces.shift(); + namespaces.sort(); + } + ontype = type.indexOf( ":" ) < 0 && "on" + type; + + // Caller can pass in a jQuery.Event object, Object, or just an event type string + event = event[ jQuery.expando ] ? + event : + new jQuery.Event( type, typeof event === "object" && event ); + + // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) + event.isTrigger = onlyHandlers ? 2 : 3; + event.namespace = namespaces.join( "." ); + event.rnamespace = event.namespace ? + new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) : + null; + + // Clean up the event in case it is being reused + event.result = undefined; + if ( !event.target ) { + event.target = elem; + } + + // Clone any incoming data and prepend the event, creating the handler arg list + data = data == null ? + [ event ] : + jQuery.makeArray( data, [ event ] ); + + // Allow special events to draw outside the lines + special = jQuery.event.special[ type ] || {}; + if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { + return; + } + + // Determine event propagation path in advance, per W3C events spec (#9951) + // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) + if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) { + + bubbleType = special.delegateType || type; + if ( !rfocusMorph.test( bubbleType + type ) ) { + cur = cur.parentNode; + } + for ( ; cur; cur = cur.parentNode ) { + eventPath.push( cur ); + tmp = cur; + } + + // Only add window if we got to document (e.g., not plain obj or detached DOM) + if ( tmp === ( elem.ownerDocument || document ) ) { + eventPath.push( tmp.defaultView || tmp.parentWindow || window ); + } + } + + // Fire handlers on the event path + i = 0; + while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) { + lastElement = cur; + event.type = i > 1 ? + bubbleType : + special.bindType || type; + + // jQuery handler + handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] && + dataPriv.get( cur, "handle" ); + if ( handle ) { + handle.apply( cur, data ); + } + + // Native handler + handle = ontype && cur[ ontype ]; + if ( handle && handle.apply && acceptData( cur ) ) { + event.result = handle.apply( cur, data ); + if ( event.result === false ) { + event.preventDefault(); + } + } + } + event.type = type; + + // If nobody prevented the default action, do it now + if ( !onlyHandlers && !event.isDefaultPrevented() ) { + + if ( ( !special._default || + special._default.apply( eventPath.pop(), data ) === false ) && + acceptData( elem ) ) { + + // Call a native DOM method on the target with the same name as the event. + // Don't do default actions on window, that's where global variables be (#6170) + if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) { + + // Don't re-trigger an onFOO event when we call its FOO() method + tmp = elem[ ontype ]; + + if ( tmp ) { + elem[ ontype ] = null; + } + + // Prevent re-triggering of the same event, since we already bubbled it above + jQuery.event.triggered = type; + + if ( event.isPropagationStopped() ) { + lastElement.addEventListener( type, stopPropagationCallback ); + } + + elem[ type ](); + + if ( event.isPropagationStopped() ) { + lastElement.removeEventListener( type, stopPropagationCallback ); + } + + jQuery.event.triggered = undefined; + + if ( tmp ) { + elem[ ontype ] = tmp; + } + } + } + } + + return event.result; + }, + + // Piggyback on a donor event to simulate a different one + // Used only for `focus(in | out)` events + simulate: function( type, elem, event ) { + var e = jQuery.extend( + new jQuery.Event(), + event, + { + type: type, + isSimulated: true + } + ); + + jQuery.event.trigger( e, null, elem ); + } + +} ); + +jQuery.fn.extend( { + + trigger: function( type, data ) { + return this.each( function() { + jQuery.event.trigger( type, data, this ); + } ); + }, + triggerHandler: function( type, data ) { + var elem = this[ 0 ]; + if ( elem ) { + return jQuery.event.trigger( type, data, elem, true ); + } + } +} ); + + +// Support: Firefox <=44 +// Firefox doesn't have focus(in | out) events +// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787 +// +// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1 +// focus(in | out) events fire after focus & blur events, +// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order +// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857 +if ( !support.focusin ) { + jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) { + + // Attach a single capturing handler on the document while someone wants focusin/focusout + var handler = function( event ) { + jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) ); + }; + + jQuery.event.special[ fix ] = { + setup: function() { + + // Handle: regular nodes (via `this.ownerDocument`), window + // (via `this.document`) & document (via `this`). + var doc = this.ownerDocument || this.document || this, + attaches = dataPriv.access( doc, fix ); + + if ( !attaches ) { + doc.addEventListener( orig, handler, true ); + } + dataPriv.access( doc, fix, ( attaches || 0 ) + 1 ); + }, + teardown: function() { + var doc = this.ownerDocument || this.document || this, + attaches = dataPriv.access( doc, fix ) - 1; + + if ( !attaches ) { + doc.removeEventListener( orig, handler, true ); + dataPriv.remove( doc, fix ); + + } else { + dataPriv.access( doc, fix, attaches ); + } + } + }; + } ); +} +var location = window.location; + +var nonce = { guid: Date.now() }; + +var rquery = ( /\?/ ); + + + +// Cross-browser xml parsing +jQuery.parseXML = function( data ) { + var xml, parserErrorElem; + if ( !data || typeof data !== "string" ) { + return null; + } + + // Support: IE 9 - 11 only + // IE throws on parseFromString with invalid input. + try { + xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); + } catch ( e ) {} + + parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ]; + if ( !xml || parserErrorElem ) { + jQuery.error( "Invalid XML: " + ( + parserErrorElem ? + jQuery.map( parserErrorElem.childNodes, function( el ) { + return el.textContent; + } ).join( "\n" ) : + data + ) ); + } + return xml; +}; + + +var + rbracket = /\[\]$/, + rCRLF = /\r?\n/g, + rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i, + rsubmittable = /^(?:input|select|textarea|keygen)/i; + +function buildParams( prefix, obj, traditional, add ) { + var name; + + if ( Array.isArray( obj ) ) { + + // Serialize array item. + jQuery.each( obj, function( i, v ) { + if ( traditional || rbracket.test( prefix ) ) { + + // Treat each array item as a scalar. + add( prefix, v ); + + } else { + + // Item is non-scalar (array or object), encode its numeric index. + buildParams( + prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]", + v, + traditional, + add + ); + } + } ); + + } else if ( !traditional && toType( obj ) === "object" ) { + + // Serialize object item. + for ( name in obj ) { + buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add ); + } + + } else { + + // Serialize scalar item. + add( prefix, obj ); + } +} + +// Serialize an array of form elements or a set of +// key/values into a query string +jQuery.param = function( a, traditional ) { + var prefix, + s = [], + add = function( key, valueOrFunction ) { + + // If value is a function, invoke it and use its return value + var value = isFunction( valueOrFunction ) ? + valueOrFunction() : + valueOrFunction; + + s[ s.length ] = encodeURIComponent( key ) + "=" + + encodeURIComponent( value == null ? "" : value ); + }; + + if ( a == null ) { + return ""; + } + + // If an array was passed in, assume that it is an array of form elements. + if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) { + + // Serialize the form elements + jQuery.each( a, function() { + add( this.name, this.value ); + } ); + + } else { + + // If traditional, encode the "old" way (the way 1.3.2 or older + // did it), otherwise encode params recursively. + for ( prefix in a ) { + buildParams( prefix, a[ prefix ], traditional, add ); + } + } + + // Return the resulting serialization + return s.join( "&" ); +}; + +jQuery.fn.extend( { + serialize: function() { + return jQuery.param( this.serializeArray() ); + }, + serializeArray: function() { + return this.map( function() { + + // Can add propHook for "elements" to filter or add form elements + var elements = jQuery.prop( this, "elements" ); + return elements ? jQuery.makeArray( elements ) : this; + } ).filter( function() { + var type = this.type; + + // Use .is( ":disabled" ) so that fieldset[disabled] works + return this.name && !jQuery( this ).is( ":disabled" ) && + rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && + ( this.checked || !rcheckableType.test( type ) ); + } ).map( function( _i, elem ) { + var val = jQuery( this ).val(); + + if ( val == null ) { + return null; + } + + if ( Array.isArray( val ) ) { + return jQuery.map( val, function( val ) { + return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; + } ); + } + + return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; + } ).get(); + } +} ); + + +var + r20 = /%20/g, + rhash = /#.*$/, + rantiCache = /([?&])_=[^&]*/, + rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg, + + // #7653, #8125, #8152: local protocol detection + rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/, + rnoContent = /^(?:GET|HEAD)$/, + rprotocol = /^\/\//, + + /* Prefilters + * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example) + * 2) These are called: + * - BEFORE asking for a transport + * - AFTER param serialization (s.data is a string if s.processData is true) + * 3) key is the dataType + * 4) the catchall symbol "*" can be used + * 5) execution will start with transport dataType and THEN continue down to "*" if needed + */ + prefilters = {}, + + /* Transports bindings + * 1) key is the dataType + * 2) the catchall symbol "*" can be used + * 3) selection will start with transport dataType and THEN go to "*" if needed + */ + transports = {}, + + // Avoid comment-prolog char sequence (#10098); must appease lint and evade compression + allTypes = "*/".concat( "*" ), + + // Anchor tag for parsing the document origin + originAnchor = document.createElement( "a" ); + +originAnchor.href = location.href; + +// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport +function addToPrefiltersOrTransports( structure ) { + + // dataTypeExpression is optional and defaults to "*" + return function( dataTypeExpression, func ) { + + if ( typeof dataTypeExpression !== "string" ) { + func = dataTypeExpression; + dataTypeExpression = "*"; + } + + var dataType, + i = 0, + dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || []; + + if ( isFunction( func ) ) { + + // For each dataType in the dataTypeExpression + while ( ( dataType = dataTypes[ i++ ] ) ) { + + // Prepend if requested + if ( dataType[ 0 ] === "+" ) { + dataType = dataType.slice( 1 ) || "*"; + ( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func ); + + // Otherwise append + } else { + ( structure[ dataType ] = structure[ dataType ] || [] ).push( func ); + } + } + } + }; +} + +// Base inspection function for prefilters and transports +function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) { + + var inspected = {}, + seekingTransport = ( structure === transports ); + + function inspect( dataType ) { + var selected; + inspected[ dataType ] = true; + jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) { + var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR ); + if ( typeof dataTypeOrTransport === "string" && + !seekingTransport && !inspected[ dataTypeOrTransport ] ) { + + options.dataTypes.unshift( dataTypeOrTransport ); + inspect( dataTypeOrTransport ); + return false; + } else if ( seekingTransport ) { + return !( selected = dataTypeOrTransport ); + } + } ); + return selected; + } + + return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" ); +} + +// A special extend for ajax options +// that takes "flat" options (not to be deep extended) +// Fixes #9887 +function ajaxExtend( target, src ) { + var key, deep, + flatOptions = jQuery.ajaxSettings.flatOptions || {}; + + for ( key in src ) { + if ( src[ key ] !== undefined ) { + ( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ]; + } + } + if ( deep ) { + jQuery.extend( true, target, deep ); + } + + return target; +} + +/* Handles responses to an ajax request: + * - finds the right dataType (mediates between content-type and expected dataType) + * - returns the corresponding response + */ +function ajaxHandleResponses( s, jqXHR, responses ) { + + var ct, type, finalDataType, firstDataType, + contents = s.contents, + dataTypes = s.dataTypes; + + // Remove auto dataType and get content-type in the process + while ( dataTypes[ 0 ] === "*" ) { + dataTypes.shift(); + if ( ct === undefined ) { + ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" ); + } + } + + // Check if we're dealing with a known content-type + if ( ct ) { + for ( type in contents ) { + if ( contents[ type ] && contents[ type ].test( ct ) ) { + dataTypes.unshift( type ); + break; + } + } + } + + // Check to see if we have a response for the expected dataType + if ( dataTypes[ 0 ] in responses ) { + finalDataType = dataTypes[ 0 ]; + } else { + + // Try convertible dataTypes + for ( type in responses ) { + if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) { + finalDataType = type; + break; + } + if ( !firstDataType ) { + firstDataType = type; + } + } + + // Or just use first one + finalDataType = finalDataType || firstDataType; + } + + // If we found a dataType + // We add the dataType to the list if needed + // and return the corresponding response + if ( finalDataType ) { + if ( finalDataType !== dataTypes[ 0 ] ) { + dataTypes.unshift( finalDataType ); + } + return responses[ finalDataType ]; + } +} + +/* Chain conversions given the request and the original response + * Also sets the responseXXX fields on the jqXHR instance + */ +function ajaxConvert( s, response, jqXHR, isSuccess ) { + var conv2, current, conv, tmp, prev, + converters = {}, + + // Work with a copy of dataTypes in case we need to modify it for conversion + dataTypes = s.dataTypes.slice(); + + // Create converters map with lowercased keys + if ( dataTypes[ 1 ] ) { + for ( conv in s.converters ) { + converters[ conv.toLowerCase() ] = s.converters[ conv ]; + } + } + + current = dataTypes.shift(); + + // Convert to each sequential dataType + while ( current ) { + + if ( s.responseFields[ current ] ) { + jqXHR[ s.responseFields[ current ] ] = response; + } + + // Apply the dataFilter if provided + if ( !prev && isSuccess && s.dataFilter ) { + response = s.dataFilter( response, s.dataType ); + } + + prev = current; + current = dataTypes.shift(); + + if ( current ) { + + // There's only work to do if current dataType is non-auto + if ( current === "*" ) { + + current = prev; + + // Convert response if prev dataType is non-auto and differs from current + } else if ( prev !== "*" && prev !== current ) { + + // Seek a direct converter + conv = converters[ prev + " " + current ] || converters[ "* " + current ]; + + // If none found, seek a pair + if ( !conv ) { + for ( conv2 in converters ) { + + // If conv2 outputs current + tmp = conv2.split( " " ); + if ( tmp[ 1 ] === current ) { + + // If prev can be converted to accepted input + conv = converters[ prev + " " + tmp[ 0 ] ] || + converters[ "* " + tmp[ 0 ] ]; + if ( conv ) { + + // Condense equivalence converters + if ( conv === true ) { + conv = converters[ conv2 ]; + + // Otherwise, insert the intermediate dataType + } else if ( converters[ conv2 ] !== true ) { + current = tmp[ 0 ]; + dataTypes.unshift( tmp[ 1 ] ); + } + break; + } + } + } + } + + // Apply converter (if not an equivalence) + if ( conv !== true ) { + + // Unless errors are allowed to bubble, catch and return them + if ( conv && s.throws ) { + response = conv( response ); + } else { + try { + response = conv( response ); + } catch ( e ) { + return { + state: "parsererror", + error: conv ? e : "No conversion from " + prev + " to " + current + }; + } + } + } + } + } + } + + return { state: "success", data: response }; +} + +jQuery.extend( { + + // Counter for holding the number of active queries + active: 0, + + // Last-Modified header cache for next request + lastModified: {}, + etag: {}, + + ajaxSettings: { + url: location.href, + type: "GET", + isLocal: rlocalProtocol.test( location.protocol ), + global: true, + processData: true, + async: true, + contentType: "application/x-www-form-urlencoded; charset=UTF-8", + + /* + timeout: 0, + data: null, + dataType: null, + username: null, + password: null, + cache: null, + throws: false, + traditional: false, + headers: {}, + */ + + accepts: { + "*": allTypes, + text: "text/plain", + html: "text/html", + xml: "application/xml, text/xml", + json: "application/json, text/javascript" + }, + + contents: { + xml: /\bxml\b/, + html: /\bhtml/, + json: /\bjson\b/ + }, + + responseFields: { + xml: "responseXML", + text: "responseText", + json: "responseJSON" + }, + + // Data converters + // Keys separate source (or catchall "*") and destination types with a single space + converters: { + + // Convert anything to text + "* text": String, + + // Text to html (true = no transformation) + "text html": true, + + // Evaluate text as a json expression + "text json": JSON.parse, + + // Parse text as xml + "text xml": jQuery.parseXML + }, + + // For options that shouldn't be deep extended: + // you can add your own custom options here if + // and when you create one that shouldn't be + // deep extended (see ajaxExtend) + flatOptions: { + url: true, + context: true + } + }, + + // Creates a full fledged settings object into target + // with both ajaxSettings and settings fields. + // If target is omitted, writes into ajaxSettings. + ajaxSetup: function( target, settings ) { + return settings ? + + // Building a settings object + ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) : + + // Extending ajaxSettings + ajaxExtend( jQuery.ajaxSettings, target ); + }, + + ajaxPrefilter: addToPrefiltersOrTransports( prefilters ), + ajaxTransport: addToPrefiltersOrTransports( transports ), + + // Main method + ajax: function( url, options ) { + + // If url is an object, simulate pre-1.5 signature + if ( typeof url === "object" ) { + options = url; + url = undefined; + } + + // Force options to be an object + options = options || {}; + + var transport, + + // URL without anti-cache param + cacheURL, + + // Response headers + responseHeadersString, + responseHeaders, + + // timeout handle + timeoutTimer, + + // Url cleanup var + urlAnchor, + + // Request state (becomes false upon send and true upon completion) + completed, + + // To know if global events are to be dispatched + fireGlobals, + + // Loop variable + i, + + // uncached part of the url + uncached, + + // Create the final options object + s = jQuery.ajaxSetup( {}, options ), + + // Callbacks context + callbackContext = s.context || s, + + // Context for global events is callbackContext if it is a DOM node or jQuery collection + globalEventContext = s.context && + ( callbackContext.nodeType || callbackContext.jquery ) ? + jQuery( callbackContext ) : + jQuery.event, + + // Deferreds + deferred = jQuery.Deferred(), + completeDeferred = jQuery.Callbacks( "once memory" ), + + // Status-dependent callbacks + statusCode = s.statusCode || {}, + + // Headers (they are sent all at once) + requestHeaders = {}, + requestHeadersNames = {}, + + // Default abort message + strAbort = "canceled", + + // Fake xhr + jqXHR = { + readyState: 0, + + // Builds headers hashtable if needed + getResponseHeader: function( key ) { + var match; + if ( completed ) { + if ( !responseHeaders ) { + responseHeaders = {}; + while ( ( match = rheaders.exec( responseHeadersString ) ) ) { + responseHeaders[ match[ 1 ].toLowerCase() + " " ] = + ( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] ) + .concat( match[ 2 ] ); + } + } + match = responseHeaders[ key.toLowerCase() + " " ]; + } + return match == null ? null : match.join( ", " ); + }, + + // Raw string + getAllResponseHeaders: function() { + return completed ? responseHeadersString : null; + }, + + // Caches the header + setRequestHeader: function( name, value ) { + if ( completed == null ) { + name = requestHeadersNames[ name.toLowerCase() ] = + requestHeadersNames[ name.toLowerCase() ] || name; + requestHeaders[ name ] = value; + } + return this; + }, + + // Overrides response content-type header + overrideMimeType: function( type ) { + if ( completed == null ) { + s.mimeType = type; + } + return this; + }, + + // Status-dependent callbacks + statusCode: function( map ) { + var code; + if ( map ) { + if ( completed ) { + + // Execute the appropriate callbacks + jqXHR.always( map[ jqXHR.status ] ); + } else { + + // Lazy-add the new callbacks in a way that preserves old ones + for ( code in map ) { + statusCode[ code ] = [ statusCode[ code ], map[ code ] ]; + } + } + } + return this; + }, + + // Cancel the request + abort: function( statusText ) { + var finalText = statusText || strAbort; + if ( transport ) { + transport.abort( finalText ); + } + done( 0, finalText ); + return this; + } + }; + + // Attach deferreds + deferred.promise( jqXHR ); + + // Add protocol if not provided (prefilters might expect it) + // Handle falsy url in the settings object (#10093: consistency with old signature) + // We also use the url parameter if available + s.url = ( ( url || s.url || location.href ) + "" ) + .replace( rprotocol, location.protocol + "//" ); + + // Alias method option to type as per ticket #12004 + s.type = options.method || options.type || s.method || s.type; + + // Extract dataTypes list + s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ]; + + // A cross-domain request is in order when the origin doesn't match the current origin. + if ( s.crossDomain == null ) { + urlAnchor = document.createElement( "a" ); + + // Support: IE <=8 - 11, Edge 12 - 15 + // IE throws exception on accessing the href property if url is malformed, + // e.g. http://example.com:80x/ + try { + urlAnchor.href = s.url; + + // Support: IE <=8 - 11 only + // Anchor's host property isn't correctly set when s.url is relative + urlAnchor.href = urlAnchor.href; + s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !== + urlAnchor.protocol + "//" + urlAnchor.host; + } catch ( e ) { + + // If there is an error parsing the URL, assume it is crossDomain, + // it can be rejected by the transport if it is invalid + s.crossDomain = true; + } + } + + // Convert data if not already a string + if ( s.data && s.processData && typeof s.data !== "string" ) { + s.data = jQuery.param( s.data, s.traditional ); + } + + // Apply prefilters + inspectPrefiltersOrTransports( prefilters, s, options, jqXHR ); + + // If request was aborted inside a prefilter, stop there + if ( completed ) { + return jqXHR; + } + + // We can fire global events as of now if asked to + // Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118) + fireGlobals = jQuery.event && s.global; + + // Watch for a new set of requests + if ( fireGlobals && jQuery.active++ === 0 ) { + jQuery.event.trigger( "ajaxStart" ); + } + + // Uppercase the type + s.type = s.type.toUpperCase(); + + // Determine if request has content + s.hasContent = !rnoContent.test( s.type ); + + // Save the URL in case we're toying with the If-Modified-Since + // and/or If-None-Match header later on + // Remove hash to simplify url manipulation + cacheURL = s.url.replace( rhash, "" ); + + // More options handling for requests with no content + if ( !s.hasContent ) { + + // Remember the hash so we can put it back + uncached = s.url.slice( cacheURL.length ); + + // If data is available and should be processed, append data to url + if ( s.data && ( s.processData || typeof s.data === "string" ) ) { + cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data; + + // #9682: remove data so that it's not used in an eventual retry + delete s.data; + } + + // Add or update anti-cache param if needed + if ( s.cache === false ) { + cacheURL = cacheURL.replace( rantiCache, "$1" ); + uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) + + uncached; + } + + // Put hash and anti-cache on the URL that will be requested (gh-1732) + s.url = cacheURL + uncached; + + // Change '%20' to '+' if this is encoded form body content (gh-2658) + } else if ( s.data && s.processData && + ( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) { + s.data = s.data.replace( r20, "+" ); + } + + // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. + if ( s.ifModified ) { + if ( jQuery.lastModified[ cacheURL ] ) { + jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] ); + } + if ( jQuery.etag[ cacheURL ] ) { + jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] ); + } + } + + // Set the correct header, if data is being sent + if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) { + jqXHR.setRequestHeader( "Content-Type", s.contentType ); + } + + // Set the Accepts header for the server, depending on the dataType + jqXHR.setRequestHeader( + "Accept", + s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ? + s.accepts[ s.dataTypes[ 0 ] ] + + ( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) : + s.accepts[ "*" ] + ); + + // Check for headers option + for ( i in s.headers ) { + jqXHR.setRequestHeader( i, s.headers[ i ] ); + } + + // Allow custom headers/mimetypes and early abort + if ( s.beforeSend && + ( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) { + + // Abort if not done already and return + return jqXHR.abort(); + } + + // Aborting is no longer a cancellation + strAbort = "abort"; + + // Install callbacks on deferreds + completeDeferred.add( s.complete ); + jqXHR.done( s.success ); + jqXHR.fail( s.error ); + + // Get transport + transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR ); + + // If no transport, we auto-abort + if ( !transport ) { + done( -1, "No Transport" ); + } else { + jqXHR.readyState = 1; + + // Send global event + if ( fireGlobals ) { + globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] ); + } + + // If request was aborted inside ajaxSend, stop there + if ( completed ) { + return jqXHR; + } + + // Timeout + if ( s.async && s.timeout > 0 ) { + timeoutTimer = window.setTimeout( function() { + jqXHR.abort( "timeout" ); + }, s.timeout ); + } + + try { + completed = false; + transport.send( requestHeaders, done ); + } catch ( e ) { + + // Rethrow post-completion exceptions + if ( completed ) { + throw e; + } + + // Propagate others as results + done( -1, e ); + } + } + + // Callback for when everything is done + function done( status, nativeStatusText, responses, headers ) { + var isSuccess, success, error, response, modified, + statusText = nativeStatusText; + + // Ignore repeat invocations + if ( completed ) { + return; + } + + completed = true; + + // Clear timeout if it exists + if ( timeoutTimer ) { + window.clearTimeout( timeoutTimer ); + } + + // Dereference transport for early garbage collection + // (no matter how long the jqXHR object will be used) + transport = undefined; + + // Cache response headers + responseHeadersString = headers || ""; + + // Set readyState + jqXHR.readyState = status > 0 ? 4 : 0; + + // Determine if successful + isSuccess = status >= 200 && status < 300 || status === 304; + + // Get response data + if ( responses ) { + response = ajaxHandleResponses( s, jqXHR, responses ); + } + + // Use a noop converter for missing script but not if jsonp + if ( !isSuccess && + jQuery.inArray( "script", s.dataTypes ) > -1 && + jQuery.inArray( "json", s.dataTypes ) < 0 ) { + s.converters[ "text script" ] = function() {}; + } + + // Convert no matter what (that way responseXXX fields are always set) + response = ajaxConvert( s, response, jqXHR, isSuccess ); + + // If successful, handle type chaining + if ( isSuccess ) { + + // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. + if ( s.ifModified ) { + modified = jqXHR.getResponseHeader( "Last-Modified" ); + if ( modified ) { + jQuery.lastModified[ cacheURL ] = modified; + } + modified = jqXHR.getResponseHeader( "etag" ); + if ( modified ) { + jQuery.etag[ cacheURL ] = modified; + } + } + + // if no content + if ( status === 204 || s.type === "HEAD" ) { + statusText = "nocontent"; + + // if not modified + } else if ( status === 304 ) { + statusText = "notmodified"; + + // If we have data, let's convert it + } else { + statusText = response.state; + success = response.data; + error = response.error; + isSuccess = !error; + } + } else { + + // Extract error from statusText and normalize for non-aborts + error = statusText; + if ( status || !statusText ) { + statusText = "error"; + if ( status < 0 ) { + status = 0; + } + } + } + + // Set data for the fake xhr object + jqXHR.status = status; + jqXHR.statusText = ( nativeStatusText || statusText ) + ""; + + // Success/Error + if ( isSuccess ) { + deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] ); + } else { + deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] ); + } + + // Status-dependent callbacks + jqXHR.statusCode( statusCode ); + statusCode = undefined; + + if ( fireGlobals ) { + globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError", + [ jqXHR, s, isSuccess ? success : error ] ); + } + + // Complete + completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] ); + + if ( fireGlobals ) { + globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] ); + + // Handle the global AJAX counter + if ( !( --jQuery.active ) ) { + jQuery.event.trigger( "ajaxStop" ); + } + } + } + + return jqXHR; + }, + + getJSON: function( url, data, callback ) { + return jQuery.get( url, data, callback, "json" ); + }, + + getScript: function( url, callback ) { + return jQuery.get( url, undefined, callback, "script" ); + } +} ); + +jQuery.each( [ "get", "post" ], function( _i, method ) { + jQuery[ method ] = function( url, data, callback, type ) { + + // Shift arguments if data argument was omitted + if ( isFunction( data ) ) { + type = type || callback; + callback = data; + data = undefined; + } + + // The url can be an options object (which then must have .url) + return jQuery.ajax( jQuery.extend( { + url: url, + type: method, + dataType: type, + data: data, + success: callback + }, jQuery.isPlainObject( url ) && url ) ); + }; +} ); + +jQuery.ajaxPrefilter( function( s ) { + var i; + for ( i in s.headers ) { + if ( i.toLowerCase() === "content-type" ) { + s.contentType = s.headers[ i ] || ""; + } + } +} ); + + +jQuery._evalUrl = function( url, options, doc ) { + return jQuery.ajax( { + url: url, + + // Make this explicit, since user can override this through ajaxSetup (#11264) + type: "GET", + dataType: "script", + cache: true, + async: false, + global: false, + + // Only evaluate the response if it is successful (gh-4126) + // dataFilter is not invoked for failure responses, so using it instead + // of the default converter is kludgy but it works. + converters: { + "text script": function() {} + }, + dataFilter: function( response ) { + jQuery.globalEval( response, options, doc ); + } + } ); +}; + + +jQuery.fn.extend( { + wrapAll: function( html ) { + var wrap; + + if ( this[ 0 ] ) { + if ( isFunction( html ) ) { + html = html.call( this[ 0 ] ); + } + + // The elements to wrap the target around + wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true ); + + if ( this[ 0 ].parentNode ) { + wrap.insertBefore( this[ 0 ] ); + } + + wrap.map( function() { + var elem = this; + + while ( elem.firstElementChild ) { + elem = elem.firstElementChild; + } + + return elem; + } ).append( this ); + } + + return this; + }, + + wrapInner: function( html ) { + if ( isFunction( html ) ) { + return this.each( function( i ) { + jQuery( this ).wrapInner( html.call( this, i ) ); + } ); + } + + return this.each( function() { + var self = jQuery( this ), + contents = self.contents(); + + if ( contents.length ) { + contents.wrapAll( html ); + + } else { + self.append( html ); + } + } ); + }, + + wrap: function( html ) { + var htmlIsFunction = isFunction( html ); + + return this.each( function( i ) { + jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html ); + } ); + }, + + unwrap: function( selector ) { + this.parent( selector ).not( "body" ).each( function() { + jQuery( this ).replaceWith( this.childNodes ); + } ); + return this; + } +} ); + + +jQuery.expr.pseudos.hidden = function( elem ) { + return !jQuery.expr.pseudos.visible( elem ); +}; +jQuery.expr.pseudos.visible = function( elem ) { + return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length ); +}; + + + + +jQuery.ajaxSettings.xhr = function() { + try { + return new window.XMLHttpRequest(); + } catch ( e ) {} +}; + +var xhrSuccessStatus = { + + // File protocol always yields status code 0, assume 200 + 0: 200, + + // Support: IE <=9 only + // #1450: sometimes IE returns 1223 when it should be 204 + 1223: 204 + }, + xhrSupported = jQuery.ajaxSettings.xhr(); + +support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported ); +support.ajax = xhrSupported = !!xhrSupported; + +jQuery.ajaxTransport( function( options ) { + var callback, errorCallback; + + // Cross domain only allowed if supported through XMLHttpRequest + if ( support.cors || xhrSupported && !options.crossDomain ) { + return { + send: function( headers, complete ) { + var i, + xhr = options.xhr(); + + xhr.open( + options.type, + options.url, + options.async, + options.username, + options.password + ); + + // Apply custom fields if provided + if ( options.xhrFields ) { + for ( i in options.xhrFields ) { + xhr[ i ] = options.xhrFields[ i ]; + } + } + + // Override mime type if needed + if ( options.mimeType && xhr.overrideMimeType ) { + xhr.overrideMimeType( options.mimeType ); + } + + // X-Requested-With header + // For cross-domain requests, seeing as conditions for a preflight are + // akin to a jigsaw puzzle, we simply never set it to be sure. + // (it can always be set on a per-request basis or even using ajaxSetup) + // For same-domain requests, won't change header if already provided. + if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) { + headers[ "X-Requested-With" ] = "XMLHttpRequest"; + } + + // Set headers + for ( i in headers ) { + xhr.setRequestHeader( i, headers[ i ] ); + } + + // Callback + callback = function( type ) { + return function() { + if ( callback ) { + callback = errorCallback = xhr.onload = + xhr.onerror = xhr.onabort = xhr.ontimeout = + xhr.onreadystatechange = null; + + if ( type === "abort" ) { + xhr.abort(); + } else if ( type === "error" ) { + + // Support: IE <=9 only + // On a manual native abort, IE9 throws + // errors on any property access that is not readyState + if ( typeof xhr.status !== "number" ) { + complete( 0, "error" ); + } else { + complete( + + // File: protocol always yields status 0; see #8605, #14207 + xhr.status, + xhr.statusText + ); + } + } else { + complete( + xhrSuccessStatus[ xhr.status ] || xhr.status, + xhr.statusText, + + // Support: IE <=9 only + // IE9 has no XHR2 but throws on binary (trac-11426) + // For XHR2 non-text, let the caller handle it (gh-2498) + ( xhr.responseType || "text" ) !== "text" || + typeof xhr.responseText !== "string" ? + { binary: xhr.response } : + { text: xhr.responseText }, + xhr.getAllResponseHeaders() + ); + } + } + }; + }; + + // Listen to events + xhr.onload = callback(); + errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" ); + + // Support: IE 9 only + // Use onreadystatechange to replace onabort + // to handle uncaught aborts + if ( xhr.onabort !== undefined ) { + xhr.onabort = errorCallback; + } else { + xhr.onreadystatechange = function() { + + // Check readyState before timeout as it changes + if ( xhr.readyState === 4 ) { + + // Allow onerror to be called first, + // but that will not handle a native abort + // Also, save errorCallback to a variable + // as xhr.onerror cannot be accessed + window.setTimeout( function() { + if ( callback ) { + errorCallback(); + } + } ); + } + }; + } + + // Create the abort callback + callback = callback( "abort" ); + + try { + + // Do send the request (this may raise an exception) + xhr.send( options.hasContent && options.data || null ); + } catch ( e ) { + + // #14683: Only rethrow if this hasn't been notified as an error yet + if ( callback ) { + throw e; + } + } + }, + + abort: function() { + if ( callback ) { + callback(); + } + } + }; + } +} ); + + + + +// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432) +jQuery.ajaxPrefilter( function( s ) { + if ( s.crossDomain ) { + s.contents.script = false; + } +} ); + +// Install script dataType +jQuery.ajaxSetup( { + accepts: { + script: "text/javascript, application/javascript, " + + "application/ecmascript, application/x-ecmascript" + }, + contents: { + script: /\b(?:java|ecma)script\b/ + }, + converters: { + "text script": function( text ) { + jQuery.globalEval( text ); + return text; + } + } +} ); + +// Handle cache's special case and crossDomain +jQuery.ajaxPrefilter( "script", function( s ) { + if ( s.cache === undefined ) { + s.cache = false; + } + if ( s.crossDomain ) { + s.type = "GET"; + } +} ); + +// Bind script tag hack transport +jQuery.ajaxTransport( "script", function( s ) { + + // This transport only deals with cross domain or forced-by-attrs requests + if ( s.crossDomain || s.scriptAttrs ) { + var script, callback; + return { + send: function( _, complete ) { + script = jQuery( " + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Selecting color schemes for mapping ancestral states

    +
    +
    + How to change the phytools default color scheme when visualizing the results of ancestral character state estimation +
    +
    +
    +
    r
    +
    plotting
    +
    +
    +
    + +
    +
    Author
    +
    Affiliation
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    Published
    +
    +

    June 2, 2021

    +
    +
    + +
    +
    Modified
    +
    +

    December 9, 2023

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

    About contMap()

    +

    The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot().

    +
    +
    +

    Default colors

    +

    I have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.

    +

    For example, let’s borrow some example code and look at the default plot:

    +
    +
    # code modified slightly from http://www.phytools.org/eqg2015/asr.html
+
+## Load needed packages for this blogpost
+library(phytools)
+library(ggtree)
+library(tidyverse)
+library(scico)
+library(viridisLite)
    +
    +
    +
    ## Load anole tree
+anole.tree <- read.tree("http://www.phytools.org/eqg2015/data/anole.tre")
+
+## Load anole trait data, extract snout-vent-length (svl) as named vector
+svl <- read_csv("http://www.phytools.org/eqg2015/data/svl.csv") %>%
+  mutate(svl = set_names(svl, species)) %>%
+  pull(svl)
+
+# Plot with default color scheme
+contmap_obj <- contMap(anole.tree, svl, plot = FALSE)
+
+plot(
+  contmap_obj, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
    +
    +
    +
    +
    +
    +
    + +
    +
    +Figure 1: Default rainbow color scheme. Pretty, but confusing. +
    +
    +
    +
    +
    +

    Although this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data.

    +
    +
    +

    Defining a new color palette

    +

    phytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:

    +
    +
    # colorRampPalette() produces a function
+my_color_func <- colorRampPalette(c("red", "yellow"))
+class(my_color_func)
    +
    +
    [1] "function"
    +
    +
    # The function generates n colors interpolating between
+# the colors originally passed to colorRampPalette()
+my_colors <- my_color_func(n = 6)
+scales::show_col(my_colors)
    +
    +
    +
    +
    + +
    +
    +Figure 2: A red-to-yellow color ramp. +
    +
    +
    +
    +
    +

    So, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?

    +
    +
    +

    Using viridis or scico palettes

    +

    Well, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.

    +
    +
    # viridis color palette with 6 colors
+viridis(6)
    +
    +
    [1] "#440154FF" "#414487FF" "#2A788EFF" "#22A884FF" "#7AD151FF" "#FDE725FF"
    +
    +
    # colorRampPalette() replicating viridis color palette
+colorRampPalette(viridis(6))(6)
    +
    +
    [1] "#440154" "#414487" "#2A788E" "#22A884" "#7AD151" "#FDE725"
    +
    +
    +

    So here is the viridis version of the phytools plot:

    +
    +
    # Count the number of unique character states in the observed data:
+n_cols <- n_distinct(svl)
+
+# Change the color palette
+contmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_viridis, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
    +
    +
    +
    +
    + +
    +
    +Figure 3: Viridis colors. Better. +
    +
    +
    +
    +
    +

    And here is another one, this time using a palette from scico:

    +
    +
    # Change the color palette
+contmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = "bilbao"))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_scico, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
    +
    +
    +
    +
    + +
    +
    +Figure 4: Scico colors. My personal favorite. +
    +
    +
    +
    +
    +

    I personally find this one even easier to interpret than viridis. It’s very clear which values are low and high.

    +
    +
    +

    ggtree

    +

    Just for completeness, here is code to replicate the plot in ggtree.

    +
    +
    # Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree
+
+# Fit an ancestral state character reconstruction
+fit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)
+
+# Make a dataframe with trait values at the tips
+td <- data.frame(
+  node = nodeid(anole.tree, names(svl)),
+  trait = svl)
+
+# Make a dataframe with estimated trait values at the nodes
+nd <- data.frame(node = names(fit$ace), trait = fit$ace)
+
+# Combine these with the tree data for plotting with ggtree
+d <- rbind(td, nd)
+d$node <- as.numeric(d$node)
+tree <- full_join(anole.tree, d, by = 'node')
+
+ggtree(
+  tree, 
+  aes(color = trait), 
+  layout = 'circular', 
+  ladderize = FALSE, continuous = "color", size = 1) +
+  # >>> The important part! <<<
+  # Choose your favorite scale_color_* function here: 
+  scale_color_scico(palette = "bilbao") + 
+  geom_tiplab(hjust = -.1, size = 2, color = "black") + 
+  xlim(0, 1.2) + 
+  theme(
+    legend.position = c(0, .82),
+    legend.text = element_text(size = 8),
+    legend.title = element_text(size = 8)
+  )
    +
    +
    +
    +
    + +
    +
    +Figure 5: Scico colors with ggtree. +
    +
    +
    +
    +
    +

    That’s it!

    +
    + + +

    Reproducibility

    + + + + +

    Reuse

    Citation

    BibTeX citation:
    @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Selecting Color Schemes for Mapping Ancestral States},
+  date = {2021-06-02},
+  url = {https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/},
+  langid = {en}
+}
+
    For attribution, please cite this work as:
    +Nitta, Joel. 2021. “Selecting Color Schemes for Mapping Ancestral +States.” June 2, 2021. https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2021-06-02_color-scheme-anc-states/index.ja.html b/ja/posts/2021-06-02_color-scheme-anc-states/index.ja.html new file mode 100644 index 0000000..4d990be --- /dev/null +++ b/ja/posts/2021-06-02_color-scheme-anc-states/index.ja.html @@ -0,0 +1,1015 @@ + + + + + + + + + + + +ニッタ ジョエル - Selecting color schemes for mapping ancestral states + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Selecting color schemes for mapping ancestral states

    +
    +
    + How to change the phytools default color scheme when visualizing the results of ancestral character state estimation +
    +
    +
    +
    r
    +
    plotting
    +
    +
    +
    + +
    +
    作者
    +
    所属
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    公開
    +
    +

    2021年6月2日

    +
    +
    + +
    +
    更新日
    +
    +

    2023年12月9日

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

    About contMap()

    +

    The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot().

    +
    +
    +

    Default colors

    +

    I have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.

    +

    For example, let’s borrow some example code and look at the default plot:

    +
    +
    # code modified slightly from http://www.phytools.org/eqg2015/asr.html
+
+## Load needed packages for this blogpost
+library(phytools)
+library(ggtree)
+library(tidyverse)
+library(scico)
+library(viridisLite)
    +
    +
    +
    ## Load anole tree
+anole.tree <- read.tree("http://www.phytools.org/eqg2015/data/anole.tre")
+
+## Load anole trait data, extract snout-vent-length (svl) as named vector
+svl <- read_csv("http://www.phytools.org/eqg2015/data/svl.csv") %>%
+  mutate(svl = set_names(svl, species)) %>%
+  pull(svl)
+
+# Plot with default color scheme
+contmap_obj <- contMap(anole.tree, svl, plot = FALSE)
+
+plot(
+  contmap_obj, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
    +
    +
    +
    +
    +
    +
    + +
    +
    +図 1: Default rainbow color scheme. Pretty, but confusing. +
    +
    +
    +
    +
    +

    Although this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data.

    +
    +
    +

    Defining a new color palette

    +

    phytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:

    +
    +
    # colorRampPalette() produces a function
+my_color_func <- colorRampPalette(c("red", "yellow"))
+class(my_color_func)
    +
    +
    [1] "function"
    +
    +
    # The function generates n colors interpolating between
+# the colors originally passed to colorRampPalette()
+my_colors <- my_color_func(n = 6)
+scales::show_col(my_colors)
    +
    +
    +
    +
    + +
    +
    +図 2: A red-to-yellow color ramp. +
    +
    +
    +
    +
    +

    So, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?

    +
    +
    +

    Using viridis or scico palettes

    +

    Well, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.

    +
    +
    # viridis color palette with 6 colors
+viridis(6)
    +
    +
    [1] "#440154FF" "#414487FF" "#2A788EFF" "#22A884FF" "#7AD151FF" "#FDE725FF"
    +
    +
    # colorRampPalette() replicating viridis color palette
+colorRampPalette(viridis(6))(6)
    +
    +
    [1] "#440154" "#414487" "#2A788E" "#22A884" "#7AD151" "#FDE725"
    +
    +
    +

    So here is the viridis version of the phytools plot:

    +
    +
    # Count the number of unique character states in the observed data:
+n_cols <- n_distinct(svl)
+
+# Change the color palette
+contmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_viridis, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
    +
    +
    +
    +
    + +
    +
    +図 3: Viridis colors. Better. +
    +
    +
    +
    +
    +

    And here is another one, this time using a palette from scico:

    +
    +
    # Change the color palette
+contmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = "bilbao"))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_scico, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
    +
    +
    +
    +
    + +
    +
    +図 4: Scico colors. My personal favorite. +
    +
    +
    +
    +
    +

    I personally find this one even easier to interpret than viridis. It’s very clear which values are low and high.

    +
    +
    +

    ggtree

    +

    Just for completeness, here is code to replicate the plot in ggtree.

    +
    +
    # Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree
+
+# Fit an ancestral state character reconstruction
+fit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)
+
+# Make a dataframe with trait values at the tips
+td <- data.frame(
+  node = nodeid(anole.tree, names(svl)),
+  trait = svl)
+
+# Make a dataframe with estimated trait values at the nodes
+nd <- data.frame(node = names(fit$ace), trait = fit$ace)
+
+# Combine these with the tree data for plotting with ggtree
+d <- rbind(td, nd)
+d$node <- as.numeric(d$node)
+tree <- full_join(anole.tree, d, by = 'node')
+
+ggtree(
+  tree, 
+  aes(color = trait), 
+  layout = 'circular', 
+  ladderize = FALSE, continuous = "color", size = 1) +
+  # >>> The important part! <<<
+  # Choose your favorite scale_color_* function here: 
+  scale_color_scico(palette = "bilbao") + 
+  geom_tiplab(hjust = -.1, size = 2, color = "black") + 
+  xlim(0, 1.2) + 
+  theme(
+    legend.position = c(0, .82),
+    legend.text = element_text(size = 8),
+    legend.title = element_text(size = 8)
+  )
    +
    +
    +
    +
    + +
    +
    +図 5: Scico colors with ggtree. +
    +
    +
    +
    +
    +

    That’s it!

    +
    + + +

    Reproducibility

    + + + + +

    ライセンス

    引用

    BibTeX
    @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Selecting color schemes for mapping ancestral states},
+  date = {2021-06-02},
+  url = {https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/},
+  langid = {ja}
+}
+
    引用方法
    +Nitta, Joel. 2021. “Selecting color schemes for mapping ancestral +states.” June 2, 2021. https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-colorRampPalette-1.png b/ja/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-colorRampPalette-1.png new file mode 100644 index 0000000..ac93743 Binary files /dev/null and b/ja/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-colorRampPalette-1.png differ diff --git a/ja/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-scico-1.png b/ja/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-scico-1.png new file mode 100644 index 0000000..095afb3 Binary files /dev/null and b/ja/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-scico-1.png differ diff --git a/ja/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-viridis-1.png 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b/ja/posts/2021-06-02_color-scheme-anc-states/index_files/figure-html/fig-plot-contmap-ggtree-1.png differ diff --git a/ja/posts/2021-11-16_r-bioinfo-flow/img/giordano-rossoni-czu8X_gfpP0-unsplash.jpg b/ja/posts/2021-11-16_r-bioinfo-flow/img/giordano-rossoni-czu8X_gfpP0-unsplash.jpg new file mode 100644 index 0000000..c4a54b1 Binary files /dev/null and b/ja/posts/2021-11-16_r-bioinfo-flow/img/giordano-rossoni-czu8X_gfpP0-unsplash.jpg differ diff --git a/ja/posts/2021-11-16_r-bioinfo-flow/img/john-towner-3Kv48NS4WUU-unsplash.jpg b/ja/posts/2021-11-16_r-bioinfo-flow/img/john-towner-3Kv48NS4WUU-unsplash.jpg new file mode 100644 index 0000000..759eb9b Binary files /dev/null and b/ja/posts/2021-11-16_r-bioinfo-flow/img/john-towner-3Kv48NS4WUU-unsplash.jpg differ diff --git a/ja/posts/2021-11-16_r-bioinfo-flow/img/t-k-9AxFJaNySB8-unsplash.jpg b/ja/posts/2021-11-16_r-bioinfo-flow/img/t-k-9AxFJaNySB8-unsplash.jpg new file mode 100644 index 0000000..670591f Binary files /dev/null and b/ja/posts/2021-11-16_r-bioinfo-flow/img/t-k-9AxFJaNySB8-unsplash.jpg differ diff --git a/ja/posts/2021-11-16_r-bioinfo-flow/index.html b/ja/posts/2021-11-16_r-bioinfo-flow/index.html new file mode 100644 index 0000000..383cb78 --- /dev/null +++ b/ja/posts/2021-11-16_r-bioinfo-flow/index.html @@ -0,0 +1,1166 @@ + + + + + + + + + + + + +ニッタ ジョエル - Managing bioinformatics pipelines with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Managing bioinformatics pipelines with R

    +
    +
    + How to combine Conda, Docker, and R to run modular, reproducible bioinformatics pipelines +
    +
    +
    +
    workflow
    +
    reproducibility
    +
    +
    +
    + +
    +
    Author
    +
    Affiliation
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    Published
    +
    +

    November 16, 2021

    +
    +
    + +
    +
    Modified
    +
    +

    December 9, 2023

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

    tl;dr

    + +
    +
    +
    + +
    +
    +Figure 1: Image by T K on unsplash. +
    +
    +
    +

    Bioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?

    +
    +
    +

    What I’m looking for in a pipeline manager

    +

    These are some qualities that I want to see in a pipeline manager.

    +
      +
    1. Automated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.
      2. +
    2. Efficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.
      3. +
    3. Reproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine.
      4. +
    +
    +
    +

    Enter targets

    +

    The targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual.

    +
    +
    +

    targets meets Docker

    +

    However, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?

    +

    Most bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.

    +

    So I will run most of the steps of the pipeline in available Docker containers.

    +
    +
    +

    Avoiding Docker-in-Docker

    +
    +
    +
    + +
    +
    +Figure 2: Image by Giordano Rossoni on unsplash. +
    +
    +
    +

    However, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3

    +

    The solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages.

    +
    +
    +

    First things first: Set up the project

    +

    I need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.

    +

    From the command line, that just looks like:

    +
    +
    mkdir targets_bioinfo_example
+cd targets_bioinfo_example
    +
    +

    Next, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):

    + +
    +
    # environment.yml
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml
+# renv.lock
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock
+# _targets.R
+curl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R
    +
    +

    From here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.

    +

    Also, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing.

    +
    +
    +

    Running R with Conda

    +

    Conda environments can be specified using a yml file, often named environment.yml.

    +

    This is the environment.yml file for this project:

    +
    name: bioinfo-example-env
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - r-renv=0.14.*
    +

    It’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.

    +

    We can recreate the Conda environment from environment.yml (you should have downloaded it above) with:

    + +
    +
    conda env create -f environment.yml
    +
    +
    +
    +
    Collecting package metadata (repodata.json): ...working... done
+Solving environment: ...working... done
+
+
+==> WARNING: A newer version of conda exists. <==
+  current version: 23.5.0
+  latest version: 23.7.4
+
+Please update conda by running
+
+    $ conda update -n base -c defaults conda
+
+Or to minimize the number of packages updated during conda update use
+
+     conda install conda=23.7.4
+
+
+
+Downloading and Extracting Packages
+
+Preparing transaction: ...working... done
+Verifying transaction: ...working... done
+Executing transaction: ...working... done
+#
+# To activate this environment, use
+#
+#     $ conda activate bioinfo-example-env
+#
+# To deactivate an active environment, use
+#
+#     $ conda deactivate
    +
    +
    +

    As the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.

    +

    On my computer, this looks like:

    +
    (base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env
+(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R
+
+R version 4.1.1 (2021-08-10) -- "Kick Things"
+Copyright (C) 2021 The R Foundation for Statistical Computing
+Platform: x86_64-apple-darwin13.4.0 (64-bit)
+
+R is free software and comes with ABSOLUTELY NO WARRANTY.
+You are welcome to redistribute it under certain conditions.
+Type 'license()' or 'licence()' for distribution details.
+
+  Natural language support but running in an English locale
+
+R is a collaborative project with many contributors.
+Type 'contributors()' for more information and
+'citation()' on how to cite R or R packages in publications.
+
+Type 'demo()' for some demos, 'help()' for on-line help, or
+'help.start()' for an HTML browser interface to help.
+Type 'q()' to quit R.
+
+>
    +

    Notice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.

    +

    Now we have a fixed version of R, with a fixed version of renv.

    +
    +
    +

    Maintain R packages with renv

    +

    The next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.

    +

    This is what the entry in the renv.lock file for this project for the package Matrix looks like:

    +
    "Matrix": {
+  "Package": "Matrix",
+  "Version": "1.5-4",
+  "Source": "Repository",
+  "Repository": "CRAN",
+  "Hash": "e779c7d9f35cc364438578f334cffee2",
+  "Requirements": [
+    "lattice"
+  ]
+}
    +

    Assuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:

    +
    +
    renv::activate() # Turn on renv
+renv::restore() # Install packages
    +
    +

    You should see something like this6:

    +
    The following package(s) will be updated:
+
+# CRAN ===============================
+- Matrix          [* -> 1.3-4]
+- R6              [* -> 2.5.1]
+- Rcpp            [* -> 1.0.7]
+- RcppArmadillo   [* -> 0.10.6.0.0]
+- RcppParallel    [* -> 5.1.4]
+- assertthat      [* -> 0.2.1]
+- babelwhale      [* -> 1.0.3]
+- callr           [* -> 3.7.0]
+
+...
    +

    If you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed.

    +
    +
    +

    Putting it all together

    +

    OK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.

    +

    Here is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:

    +
    +
    library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+# (here, we are using Docker, not Singularity)
+set_default_config(create_docker_config())
+
+# Define workflow
+list(
+    # Download example fastq files
+    tar_file(
+        read_1, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq",
+                destfile = "R1.fq")
+            "R1.fq"
+        }
+    ),
+    tar_file(
+        read_2, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq",
+                destfile = "R2.fq")
+            "R2.fq"
+        }
+    ),
+    # Clean the fastq file with fastp
+    tar_file(
+        fastp_out, {
+            babelwhale::run(
+                # Name of docker image, with tag specifying version
+                "quay.io/biocontainers/fastp:0.23.1--h79da9fb_0",
+                # Command to run
+                command = "fastp",
+                # Arguments to the command
+                args = c(
+                    # fastq input files
+                    "-i", paste0("/wd/", read_1), 
+                    "-I", paste0("/wd/", read_2), 
+                    # fastq output files
+                    "-o", "/wd/R1_trim.fq",
+                  "-O", "/wd/R2_trim.fq",
+                    # trim report file
+                    "-h", "/wd/trim_report.html"),
+                # Volume mounting specification
+                # this uses getwd(), but here::here() is also a good method
+                volumes = paste0(getwd(), ":/wd/")
+            )
+            c("R1_trim.fq", "R2_trim.fq", "trim_report.html")
+        }
+    )
+)
    +
    +

    In order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).

    +

    Finally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:

    +
    +
    targets::tar_make()
    +
    +
    ▶ start target read_1
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'
+Content type 'text/plain; charset=utf-8' length 3041 bytes
+==================================================
+downloaded 3041 bytes
+
+● built target read_1 [0.157 seconds]
+▶ start target read_2
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'
+Content type 'text/plain; charset=utf-8' length 3343 bytes
+==================================================
+downloaded 3343 bytes
+
+● built target read_2 [0.161 seconds]
+▶ start target fastp_out
+● built target fastp_out [3.16 seconds]
+▶ end pipeline [3.53 seconds]
    +
    +
    +

    You should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder).

    +
    +
    +

    Next steps

    +
    +
    +
    + +
    +
    +Figure 3: Image by JOHN TOWNER on unsplash +
    +
    +
    +

    The example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.

    +

    We can also see this by visualizing the pipeline:

    +
    +
    targets::tar_visnetwork()
    +
    +
    + +
    +
    +

    To keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.

    +

    By splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:

    +
    +
    library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+set_default_config(create_docker_config())
+
+# Load functions
+source("R/functions.R")
+
+tar_plan(
+    # Download example fastq files
+    tar_file(read_1, download_read("R1.fq")),
+    tar_file(read_2, download_read("R2.fq")),
+    # Clean the fastq files with fastp
+    tar_file(
+        fastp_out, 
+        fastp(read_1, read_2, "R1_trim.fq", "R2_trim.fq", "trim_report.html"
+        )
+    )
+)
    +
    +

    You can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.

    +

    Furthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.

    +

    I have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!

    +
    +
    +

    Conclusion

    +

    I am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!

    +
    + + + +

    Reproducibility

    + + + + +

    Footnotes

    + +
      +

    1. Docker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎

      2. +

    2. Bioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎

      3. +

    3. Think Inception.↩︎

      4. +

    4. Conda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎

      5. +

    5. The asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎

      6. +

    6. I’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎

      7. +

    7. I typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎

      8. +

    8. I won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎

      9. +
    +

    Reuse

    Citation

    BibTeX citation:
    @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Managing Bioinformatics Pipelines with {R}},
+  date = {2021-11-16},
+  url = {https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/},
+  langid = {en}
+}
+
    For attribution, please cite this work as:
    +Nitta, Joel. 2021. “Managing Bioinformatics Pipelines with +R.” November 16, 2021. https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2021-11-16_r-bioinfo-flow/index.ja.html b/ja/posts/2021-11-16_r-bioinfo-flow/index.ja.html new file mode 100644 index 0000000..7a6716b --- /dev/null +++ b/ja/posts/2021-11-16_r-bioinfo-flow/index.ja.html @@ -0,0 +1,1165 @@ + + + + + + + + + + + +ニッタ ジョエル - Managing bioinformatics pipelines with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Managing bioinformatics pipelines with R

    +
    +
    + How to combine Conda, Docker, and R to run modular, reproducible bioinformatics pipelines +
    +
    +
    +
    workflow
    +
    reproducibility
    +
    +
    +
    + +
    +
    作者
    +
    所属
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    公開
    +
    +

    2021年11月16日

    +
    +
    + +
    +
    更新日
    +
    +

    2023年12月9日

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

    tl;dr

    + +
    +
    +
    + +
    +
    +図 1: Image by T K on unsplash. +
    +
    +
    +

    Bioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?

    +
    +
    +

    What I’m looking for in a pipeline manager

    +

    These are some qualities that I want to see in a pipeline manager.

    +
      +
    1. Automated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.
      2. +
    2. Efficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.
      3. +
    3. Reproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine.
      4. +
    +
    +
    +

    Enter targets

    +

    The targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual.

    +
    +
    +

    targets meets Docker

    +

    However, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?

    +

    Most bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.

    +

    So I will run most of the steps of the pipeline in available Docker containers.

    +
    +
    +

    Avoiding Docker-in-Docker

    +
    +
    +
    + +
    +
    +図 2: Image by Giordano Rossoni on unsplash. +
    +
    +
    +

    However, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3

    +

    The solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages.

    +
    +
    +

    First things first: Set up the project

    +

    I need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.

    +

    From the command line, that just looks like:

    +
    +
    mkdir targets_bioinfo_example
+cd targets_bioinfo_example
    +
    +

    Next, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):

    + +
    +
    # environment.yml
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml
+# renv.lock
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock
+# _targets.R
+curl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R
    +
    +

    From here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.

    +

    Also, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing.

    +
    +
    +

    Running R with Conda

    +

    Conda environments can be specified using a yml file, often named environment.yml.

    +

    This is the environment.yml file for this project:

    +
    name: bioinfo-example-env
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - r-renv=0.14.*
    +

    It’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.

    +

    We can recreate the Conda environment from environment.yml (you should have downloaded it above) with:

    + +
    +
    conda env create -f environment.yml
    +
    +
    +
    +
    Collecting package metadata (repodata.json): ...working... done
+Solving environment: ...working... done
+
+
+==> WARNING: A newer version of conda exists. <==
+  current version: 23.5.0
+  latest version: 23.7.4
+
+Please update conda by running
+
+    $ conda update -n base -c defaults conda
+
+Or to minimize the number of packages updated during conda update use
+
+     conda install conda=23.7.4
+
+
+
+Downloading and Extracting Packages
+
+Preparing transaction: ...working... done
+Verifying transaction: ...working... done
+Executing transaction: ...working... done
+#
+# To activate this environment, use
+#
+#     $ conda activate bioinfo-example-env
+#
+# To deactivate an active environment, use
+#
+#     $ conda deactivate
    +
    +
    +

    As the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.

    +

    On my computer, this looks like:

    +
    (base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env
+(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R
+
+R version 4.1.1 (2021-08-10) -- "Kick Things"
+Copyright (C) 2021 The R Foundation for Statistical Computing
+Platform: x86_64-apple-darwin13.4.0 (64-bit)
+
+R is free software and comes with ABSOLUTELY NO WARRANTY.
+You are welcome to redistribute it under certain conditions.
+Type 'license()' or 'licence()' for distribution details.
+
+  Natural language support but running in an English locale
+
+R is a collaborative project with many contributors.
+Type 'contributors()' for more information and
+'citation()' on how to cite R or R packages in publications.
+
+Type 'demo()' for some demos, 'help()' for on-line help, or
+'help.start()' for an HTML browser interface to help.
+Type 'q()' to quit R.
+
+>
    +

    Notice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.

    +

    Now we have a fixed version of R, with a fixed version of renv.

    +
    +
    +

    Maintain R packages with renv

    +

    The next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.

    +

    This is what the entry in the renv.lock file for this project for the package Matrix looks like:

    +
    "Matrix": {
+  "Package": "Matrix",
+  "Version": "1.5-4",
+  "Source": "Repository",
+  "Repository": "CRAN",
+  "Hash": "e779c7d9f35cc364438578f334cffee2",
+  "Requirements": [
+    "lattice"
+  ]
+}
    +

    Assuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:

    +
    +
    renv::activate() # Turn on renv
+renv::restore() # Install packages
    +
    +

    You should see something like this6:

    +
    The following package(s) will be updated:
+
+# CRAN ===============================
+- Matrix          [* -> 1.3-4]
+- R6              [* -> 2.5.1]
+- Rcpp            [* -> 1.0.7]
+- RcppArmadillo   [* -> 0.10.6.0.0]
+- RcppParallel    [* -> 5.1.4]
+- assertthat      [* -> 0.2.1]
+- babelwhale      [* -> 1.0.3]
+- callr           [* -> 3.7.0]
+
+...
    +

    If you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed.

    +
    +
    +

    Putting it all together

    +

    OK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.

    +

    Here is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:

    +
    +
    library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+# (here, we are using Docker, not Singularity)
+set_default_config(create_docker_config())
+
+# Define workflow
+list(
+    # Download example fastq files
+    tar_file(
+        read_1, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq",
+                destfile = "R1.fq")
+            "R1.fq"
+        }
+    ),
+    tar_file(
+        read_2, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq",
+                destfile = "R2.fq")
+            "R2.fq"
+        }
+    ),
+    # Clean the fastq file with fastp
+    tar_file(
+        fastp_out, {
+            babelwhale::run(
+                # Name of docker image, with tag specifying version
+                "quay.io/biocontainers/fastp:0.23.1--h79da9fb_0",
+                # Command to run
+                command = "fastp",
+                # Arguments to the command
+                args = c(
+                    # fastq input files
+                    "-i", paste0("/wd/", read_1), 
+                    "-I", paste0("/wd/", read_2), 
+                    # fastq output files
+                    "-o", "/wd/R1_trim.fq",
+                  "-O", "/wd/R2_trim.fq",
+                    # trim report file
+                    "-h", "/wd/trim_report.html"),
+                # Volume mounting specification
+                # this uses getwd(), but here::here() is also a good method
+                volumes = paste0(getwd(), ":/wd/")
+            )
+            c("R1_trim.fq", "R2_trim.fq", "trim_report.html")
+        }
+    )
+)
    +
    +

    In order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).

    +

    Finally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:

    +
    +
    targets::tar_make()
    +
    +
    ▶ start target read_1
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'
+Content type 'text/plain; charset=utf-8' length 3041 bytes
+==================================================
+downloaded 3041 bytes
+
+● built target read_1 [0.423 seconds]
+▶ start target read_2
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'
+Content type 'text/plain; charset=utf-8' length 3343 bytes
+==================================================
+downloaded 3343 bytes
+
+● built target read_2 [0.421 seconds]
+▶ start target fastp_out
+● built target fastp_out [3.26 seconds]
+▶ end pipeline [4.159 seconds]
    +
    +
    +

    You should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder).

    +
    +
    +

    Next steps

    +
    +
    +
    + +
    +
    +図 3: Image by JOHN TOWNER on unsplash +
    +
    +
    +

    The example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.

    +

    We can also see this by visualizing the pipeline:

    +
    +
    targets::tar_visnetwork()
    +
    +
    + +
    +
    +

    To keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.

    +

    By splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:

    +
    +
    library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+set_default_config(create_docker_config())
+
+# Load functions
+source("R/functions.R")
+
+tar_plan(
+    # Download example fastq files
+    tar_file(read_1, download_read("R1.fq")),
+    tar_file(read_2, download_read("R2.fq")),
+    # Clean the fastq files with fastp
+    tar_file(
+        fastp_out, 
+        fastp(read_1, read_2, "R1_trim.fq", "R2_trim.fq", "trim_report.html"
+        )
+    )
+)
    +
    +

    You can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.

    +

    Furthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.

    +

    I have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!

    +
    +
    +

    Conclusion

    +

    I am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!

    +
    + + + +

    Reproducibility

    + + + + +

    脚注

    + +
      +

    1. Docker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎

      2. +

    2. Bioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎

      3. +

    3. Think Inception.↩︎

      4. +

    4. Conda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎

      5. +

    5. The asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎

      6. +

    6. I’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎

      7. +

    7. I typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎

      8. +

    8. I won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎

      9. +
    +

    ライセンス

    引用

    BibTeX
    @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Managing bioinformatics pipelines with R},
+  date = {2021-11-16},
+  url = {https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/},
+  langid = {ja}
+}
+
    引用方法
    +Nitta, Joel. 2021. “Managing bioinformatics pipelines with +R.” November 16, 2021. https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2021-11-24_using-giscus/img/adam-solomon-WHUDOzd5IYU-unsplash.jpg b/ja/posts/2021-11-24_using-giscus/img/adam-solomon-WHUDOzd5IYU-unsplash.jpg new file mode 100644 index 0000000..b10797f Binary files /dev/null and b/ja/posts/2021-11-24_using-giscus/img/adam-solomon-WHUDOzd5IYU-unsplash.jpg differ diff --git a/ja/posts/2021-11-24_using-giscus/img/giscus-config.png b/ja/posts/2021-11-24_using-giscus/img/giscus-config.png new file mode 100644 index 0000000..efda14b Binary files /dev/null and b/ja/posts/2021-11-24_using-giscus/img/giscus-config.png differ diff --git a/ja/posts/2021-11-24_using-giscus/img/giscus-enable.png b/ja/posts/2021-11-24_using-giscus/img/giscus-enable.png new file mode 100644 index 0000000..8e135fb Binary files /dev/null and b/ja/posts/2021-11-24_using-giscus/img/giscus-enable.png differ diff --git a/ja/posts/2021-11-24_using-giscus/index.html b/ja/posts/2021-11-24_using-giscus/index.html new file mode 100644 index 0000000..1523ecd --- /dev/null +++ b/ja/posts/2021-11-24_using-giscus/index.html @@ -0,0 +1,890 @@ + + + + + + + + + + + + +ニッタ ジョエル - Enable giscus in Distill + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Enable giscus in Distill

    +
    +
    + How to use the giscus commenting system on a Distill blog +
    +
    +
    +
    blogging
    +
    distill
    +
    +
    +
    + +
    +
    Author
    +
    Affiliation
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    Published
    +
    +

    November 24, 2021

    +
    +
    + +
    +
    Modified
    +
    +

    December 9, 2023

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

    UPDATE 2022-06-06

    +

    Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below.

    +
    +
    +

    TL;DR

    +
      +
    • giscus is a free, open-source commenting system for blogs that uses the GitHub API
      • +
    • giscus uses GitHub Discussions (not Issues) to store data
      • +
    • I show how to enable giscus on a Distill blog
      • +
    + +
    +
    +

    Why Distill and giscus?

    +

    Like many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!

    +

    Fortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me.

    +
    +
    +

    How to set up giscus on Distill

    +

    There are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!

    +
      +

    1. Enable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).

      2. +

    2. Install the giscus GitHub app and configure it to have access to your blog’s repo.

      3. +

    3. Go to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.

      4. +
    +
    +
    +
    + +
    +
    +Figure 2: giscus configuration menu. +
    +
    +
    +
    +
    +
    + +
    +
    +Figure 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated. +
    +
    +
    +

    As described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…

    +
      +
    1. Add an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):
      2. +
    +
    <script>
+   document.addEventListener("DOMContentLoaded", function () {
+     if (!/posts/.test(location.pathname)) {
+       return;
+     }
+
+     var script = document.createElement("script");
+     script.src = "https://giscus.app/client.js";
+     script.setAttribute("data-repo", "[ENTER REPO HERE]");
+     script.setAttribute("data-repo-id", "[ENTER REPO ID HERE]");
+     script.setAttribute("data-category", "[ENTER CATEGORY NAME HERE]");
+     script.setAttribute("data-category-id", "[ENTER CATEGORY ID HERE]");
+     script.setAttribute("data-mapping", "pathname");
+     script.setAttribute("data-reactions-enabled", "0");
+     script.setAttribute("data-emit-metadata", "0");
+     script.setAttribute("data-theme", "light");
+     script.setAttribute("data-lang", "en");
+
+     /* wait for article to load, append script to article element */
+     var observer = new MutationObserver(function (mutations, observer) {
+       var article = document.querySelector("d-article");
+       if (article) {
+         observer.disconnect();
+         /* HACK: article scroll */
+         article.setAttribute("style", "overflow-y: hidden");
+         article.appendChild(script);
+       }
+     });
+
+     observer.observe(document.body, { childList: true });
+   });
+ </script>
    +

    If you compare the above code with the HTML block in the giscus app (Figure 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.

    +
      +
    1. Modify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:
      2. +
    +
    output: 
+  distill::distill_article:
+    includes:
+      in_header: giscus.html
    +

    That’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)

    +
    + + + +

    Reproducibility

    + + + + +

    Footnotes

    + +
      +

    1. I have converted my website to Quarto.↩︎

      2. +

    2. blogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎

      3. +

    3. disqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎

      4. +

    4. For example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎

      5. +

    5. The _site.yml file is longer than this, but I’m just showing the relevant code to add. You can see my _site.yml file here.↩︎

      6. +
    +

    Reuse

    Citation

    BibTeX citation:
    @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Enable Giscus in {Distill}},
+  date = {2021-11-24},
+  url = {https://www.joelnitta.com/posts/2021-11-24_using-giscus/},
+  langid = {en}
+}
+
    For attribution, please cite this work as:
    +Nitta, Joel. 2021. “Enable Giscus in Distill.” November 24, +2021. https://www.joelnitta.com/posts/2021-11-24_using-giscus/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2021-11-24_using-giscus/index.ja.html b/ja/posts/2021-11-24_using-giscus/index.ja.html new file mode 100644 index 0000000..0346ba7 --- /dev/null +++ b/ja/posts/2021-11-24_using-giscus/index.ja.html @@ -0,0 +1,889 @@ + + + + + + + + + + + +ニッタ ジョエル - Enable giscus in Distill + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Enable giscus in Distill

    +
    +
    + How to use the giscus commenting system on a Distill blog +
    +
    +
    +
    blogging
    +
    distill
    +
    +
    +
    + +
    +
    作者
    +
    所属
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    公開
    +
    +

    2021年11月24日

    +
    +
    + +
    +
    更新日
    +
    +

    2023年12月9日

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

    UPDATE 2022-06-06

    +

    Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below.

    +
    +
    +

    TL;DR

    +
      +
    • giscus is a free, open-source commenting system for blogs that uses the GitHub API
      • +
    • giscus uses GitHub Discussions (not Issues) to store data
      • +
    • I show how to enable giscus on a Distill blog
      • +
    + +
    +
    +

    Why Distill and giscus?

    +

    Like many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!

    +

    Fortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me.

    +
    +
    +

    How to set up giscus on Distill

    +

    There are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!

    +
      +

    1. Enable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).

      2. +

    2. Install the giscus GitHub app and configure it to have access to your blog’s repo.

      3. +

    3. Go to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.

      4. +
    +
    +
    +
    + +
    +
    +図 2: giscus configuration menu. +
    +
    +
    +
    +
    +
    + +
    +
    +図 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated. +
    +
    +
    +

    As described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…

    +
      +
    1. Add an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):
      2. +
    +
    <script>
+   document.addEventListener("DOMContentLoaded", function () {
+     if (!/posts/.test(location.pathname)) {
+       return;
+     }
+
+     var script = document.createElement("script");
+     script.src = "https://giscus.app/client.js";
+     script.setAttribute("data-repo", "[ENTER REPO HERE]");
+     script.setAttribute("data-repo-id", "[ENTER REPO ID HERE]");
+     script.setAttribute("data-category", "[ENTER CATEGORY NAME HERE]");
+     script.setAttribute("data-category-id", "[ENTER CATEGORY ID HERE]");
+     script.setAttribute("data-mapping", "pathname");
+     script.setAttribute("data-reactions-enabled", "0");
+     script.setAttribute("data-emit-metadata", "0");
+     script.setAttribute("data-theme", "light");
+     script.setAttribute("data-lang", "en");
+
+     /* wait for article to load, append script to article element */
+     var observer = new MutationObserver(function (mutations, observer) {
+       var article = document.querySelector("d-article");
+       if (article) {
+         observer.disconnect();
+         /* HACK: article scroll */
+         article.setAttribute("style", "overflow-y: hidden");
+         article.appendChild(script);
+       }
+     });
+
+     observer.observe(document.body, { childList: true });
+   });
+ </script>
    +

    If you compare the above code with the HTML block in the giscus app (図 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.

    +
      +
    1. Modify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:
      2. +
    +
    output: 
+  distill::distill_article:
+    includes:
+      in_header: giscus.html
    +

    That’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)

    +
    + + + +

    Reproducibility

    + + + + +

    脚注

    + +
      +

    1. I have converted my website to Quarto.↩︎

      2. +

    2. blogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎

      3. +

    3. disqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎

      4. +

    4. For example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎

      5. +

    5. The _site.yml file is longer than this, but I’m just showing the relevant code to add. You can see my _site.yml file here.↩︎

      6. +
    +

    ライセンス

    引用

    BibTeX
    @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Enable giscus in Distill},
+  date = {2021-11-24},
+  url = {https://www.joelnitta.com/posts/2021-11-24_using-giscus/},
+  langid = {ja}
+}
+
    引用方法
    +Nitta, Joel. 2021. “Enable giscus in Distill.” November 24, +2021. https://www.joelnitta.com/posts/2021-11-24_using-giscus/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2022-10-07_canaper/Golden-wattle.jpg b/ja/posts/2022-10-07_canaper/Golden-wattle.jpg new file mode 100644 index 0000000..9b2a71a Binary files /dev/null and b/ja/posts/2022-10-07_canaper/Golden-wattle.jpg differ diff --git a/ja/posts/2022-10-07_canaper/index.html b/ja/posts/2022-10-07_canaper/index.html new file mode 100644 index 0000000..f5245fd --- /dev/null +++ b/ja/posts/2022-10-07_canaper/index.html @@ -0,0 +1,992 @@ + + + + + + + + + + + + +ニッタ ジョエル - canaper is on CRAN + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    canaper is on CRAN

    +
    +
    + Announcing the canaper R package! +
    +
    +
    +
    R
    +
    Spatial phylogenetics
    +
    +
    +
    + +
    +
    Author
    +
    Affiliation
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    Published
    +
    +

    October 7, 2022

    +
    +
    + +
    +
    Modified
    +
    +

    December 9, 2023

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

    Introducing canaper

    +

    (Read this blogpost in Japanese)

    +

    I am happy to announce that canaper v1.0.0 is now available on CRAN! Although I have authored several R packages and made them available via GitHub, this is my first original package to be on CRAN.

    +

    What is canaper you ask?

    +
    +

    canaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.

    +
    +

    (from the package DESCRIPTION).

    +

    If that interests you, please read on!

    +
    +
    +

    Phylogenetic endemism and CANAPE

    +

    Biodiversity is often measured by species richness, or counting the number of species in an area. Likewise, endemism is often quantified by the number of species that are completely restricted (endemic) to an area. However, such purely taxonomic approaches ignore evolutionary history. Thanks to the widespread availability of molecular phylogenies, approaches have recently been developed that quantify biodiversity while taking into account the evolutionary history of species. One such method is phylogenetic endemism (PE; Rosauer et al. 2009), which quantifies endemism based on the range size of branches of a phylogenetic tree instead of species.

    +

    An advantage of PE is that it provides insight into the evolutionary processes generating biodiversity. For example, areas with high PE and many short branches may be due to recent speciation (radiation) and are termed neo-endemic. In contrast, areas with high PE and many long branches may be due to extinction of previously widespread lineages and are termed paleo-endemic. A method to detect these areas developed by Mishler et al. (2014) is called CANAPE (“Categorical Analysis of Neo- and Paleo-Endemism”).

    +

    The goal of canaper is to conduct CANAPE in R.

    +
    +
    +

    Example: Australian Acacia

    +
    +
    +

    +
    Acacia pycnantha, photo by Bidgee
    +
    +
    +

    canaper comes with the same dataset that was analyzed in the original CANAPE paper, a community (species \(\times\) sites) matrix and phylogenetic tree of Australian Acacia1 (Mishler et al. 2014). We will use this for a quick demo2.

    +

    I won’t go into the details here, but you can read more about this example on the canaper website.

    +

    The entire CANAPE workflow can be run with just two commands, cpr_rand_test() and cpr_classify_endem():

    +
    +
    library(canaper)
+library(tidyverse)
+
+# Set a seed for reproducibility
+set.seed(12345)
+
+# 1. Run randomization test
+acacia_rand_res <- cpr_rand_test(
+  acacia$comm, acacia$phy,
+  null_model = "curveball",
+  n_reps = 99, n_iterations = 10000,
+  tbl_out = TRUE
+)
+
+# 2. Classify endemism
+acacia_canape <- cpr_classify_endem(acacia_rand_res)
    +
    +

    Let’s have a look at some of the output.

    +

    cpr_rand_test() returns a bunch (54 to be exact!) of metrics about each site in the community matrix, including PE:

    +
    +
    acacia_rand_res
    +
    +
    # A tibble: 3,037 × 55
+   site    pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower
+   <chr>    <dbl>        <dbl>      <dbl>    <dbl>          <dbl>          <dbl>
+ 1 -1025… 0.0145        0.0227    0.00506  -1.62                1             98
+ 2 -1025… 0.0382        0.0497    0.00745  -1.54                8             91
+ 3 -1025… 0.0378        0.0369    0.00635   0.138              55             44
+ 4 -1025… 0.0570        0.0613    0.00829  -0.517              33             66
+ 5 -1025… 0.0409        0.0419    0.00614  -0.172              41             58
+ 6 -1025… 0.00998       0.0101    0.00193  -0.0429             49             48
+ 7 -1025… 0.0187        0.0225    0.00393  -0.958              19             80
+ 8 -1025… 0.0434        0.0536    0.00902  -1.14               15             84
+ 9 -1025… 0.0111        0.0101    0.00197   0.495              81             18
+10 -1025… 0.0903        0.0876    0.0112    0.240              61             38
+# ℹ 3,027 more rows
+# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,
+#   pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,
+#   pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,
+#   pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,
+#   pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,
+#   rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …
    +
    +
    +

    cpr_classify_endem() appends another column, endem_type, that describes the various endemism types. Let’s count how many of each type was observed:

    +
    +
    count(acacia_canape, endem_type)
    +
    +
    # A tibble: 5 × 2
+  endem_type          n
+  <chr>           <int>
+1 mixed             176
+2 neo                 5
+3 not significant  2827
+4 paleo              12
+5 super              17
    +
    +
    +

    This is what a map of those various endemism types looks like:

    +
    +
    +Code +
    # Fist do some data wrangling to make the results easier to plot
+# (add lat/long columns)
+acacia_canape <- acacia_canape |>
+  separate(site, c("long", "lat"), sep = ":") |>
+  mutate(across(c(long, lat), parse_number))
+
+# Tweak the plot theme
+theme_update(
+  panel.background = element_rect(fill = "white", color = "white"),
+  panel.grid.major = element_line(color = "grey60"),
+  panel.grid.minor = element_blank()
+  )
+
+ggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +
+  geom_tile() +
+  # cpr_endem_cols_4 is a CVD-friendly color palette in canaper
+  scale_fill_manual(values = cpr_endem_cols_4) +
+  coord_fixed() +
+  guides(
+    fill = guide_legend(title.position = "top", label.position = "bottom")
+  ) +
+  theme(legend.position = "bottom", legend.title = element_blank())
    +
    +
    +
    +
    +

    +
    +
    +
    +
    +
    +
    +

    rOpenSci

    +

    Another first for me was submitting my package to rOpenSci, an organization that promotes and supports research software written with R. I can’t recommend rOpenSci highly enough for anyone interested in publishing their own R package for research.

    +

    First, rOpenSci provides extensive documentation for authoring scientific R packages as well as automated checks. Just going through this process alone significantly improved my code.

    +

    Second, packages submitted to rOpenSci undergo thorough and open code review, which lead me to several improvements I would have otherwise never thought of3.

    +

    Finally, the rOpenSci community is highly active and welcoming, with community calls, co-working sessions, and a lively Slack workspace.

    +

    So please check it out, and a big thank-you to rOpenSci!

    +
    +
    +

    More information

    +

    For more information about canaper, please see the GitHub repo, package website, and preprint.

    +
    +
    +

    References

    +
    +
    +Mishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, and Joseph T. Miller. 2014. “Phylogenetic Measures of Biodiversity and Neo- and Paleo-Endemism in Australian Acacia.” Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473. +
    +
    +Rosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, and Lyn G. Cook. 2009. “Phylogenetic Endemism: A New Approach for Identifying Geographical Concentrations of Evolutionary History.” Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x. +
    +
    +
    + + + +

    Reproducibility

    + + + + +

    Footnotes

    + +
      +

    1. Acacia is the largest genus of flowering plants in Australia, with nearly 1,000 species↩︎

      2. +

    2. The settings used here are for demonstration purposes only, and not suitable for a thorough analysis of this dataset↩︎

      3. +

    3. Thanks to reviewers Klaus Schliep and Luis Osorio, and editor Toby Hocking↩︎

      4. +
    +

    Reuse

    Citation

    BibTeX citation:
    @online{nitta2022,
+  author = {Nitta, Joel},
+  title = {Canaper Is on {CRAN}},
+  date = {2022-10-07},
+  url = {https://www.joelnitta.com/posts/canaper/},
+  langid = {en}
+}
+
    For attribution, please cite this work as:
    +Nitta, Joel. 2022. “Canaper Is on CRAN.” October 7, 2022. +https://www.joelnitta.com/posts/canaper/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2022-10-07_canaper/index.ja.html b/ja/posts/2022-10-07_canaper/index.ja.html new file mode 100644 index 0000000..6dc7886 --- /dev/null +++ b/ja/posts/2022-10-07_canaper/index.ja.html @@ -0,0 +1,990 @@ + + + + + + + + + + + +ニッタ ジョエル - canaperがCRANに登録されました + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    canaperがCRANに登録されました

    +
    +
    + Rパッケージcanaperの紹介 +
    +
    +
    +
    R
    +
    Spatial phylogenetics
    +
    +
    +
    + +
    +
    作者
    +
    所属
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    公開
    +
    +

    2022年10月7日

    +
    +
    + +
    +
    更新日
    +
    +

    2023年12月9日

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

    canaperへの紹介

    +

    (Read this blogpost in English)

    +

    canaper v1.0.0がCRANに登録されました！今までいくつかのRパッケージを書いてGitHubで公開したことがありますが、自分のパッケージがCRANに登録されるのが初めてです。

    +

    そもそも、canaperって一体何だろう？

    +

    パッケージのDESCRIPTIONにはこのような文章があります：

    +
    +

    canaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.

    +
    +

    つまり、canaperは生物多様性の地理的分布を解析する関数を提供します。特に、生物の進化的な関係を考慮しながら、ある地域における固有性の種類を統計的に検証する、categorical analysis of neo- and paleo-endemism（CANAPE）というMishler等（2014）doi:10.1038/ncomms5473 が開発した解析を行います。

    +

    もしも上の話を読んで「面白い！」と思ったら、是非続きを読んでください。

    +
    +
    +

    系統的固有性とCANAPE

    +

    生物多様性は種数、つまり、ある地域における種の数で測られることがよくあります。それと同じように、固有性はある地域にしか生息しない種の数で測ることがよくあります。しかし、このような、種名だけを使うアプローチは種の進化的な歴史を考慮しません。最近、分子系統樹の増加によって、種の進化的な歴史を考慮した生物多様性を測定する方法がいくつか開発されました。その一つは系統的固有性(Phylogenetic endemism, PE; Rosauer ほか 2009)です。PEは種ではなく、系統樹の枝によって固有性を測る方法です。

    +

    PEを使うことによって、生物多様性を生み出す進化的なプロセスを垣間見ることができる。例えば、PEの高い、短い枝が密集している地域は最近の種分化（放散）によってできた可能性があり、このような地域を「neo-endemic」と呼びます。一方で、PEの高い、長い枝が密集している地域はかつて広く分布していた系統が多く絶滅したことによってできた可能性が高く、このような地域を「paleo-endemic」と呼びます。このような地域の区別をするために、Mishler ほか (2014) がCANAPEという方法を開発しました。

    +

    canaperの目的はRでCANAPEを行うことです。

    +
    +
    +

    実例：オーストラリアのアカシア

    +
    +
    +

    +
    Acacia pycnantha、写真Bidgee
    +
    +
    +

    canaperには元々のCANAPEの論文で解析されたデータセットが備えられています。オーストラリア産のアカシア1 のデータです。系統樹とコミュニティマトリックス（群集⾏列）からなっています。このデータセットを用いて簡単なデモを行います2。

    +

    ここで詳細には入りませんが、この例についてもっと知りたければ、canaperのウェブサイトをご覧ください。

    +

    CANAPE解析の全部を二つのコマンドだけでできます：cpr_rand_test()と cpr_classify_endem()。

    +
    +
    library(canaper)
+library(tidyverse)
+
+# 再現のためにシードを設定する
+set.seed(12345)
+
+# 1. ランダム化比解析を行う
+acacia_rand_res <- cpr_rand_test(
+  acacia$comm, acacia$phy,
+  null_model = "curveball",
+  n_reps = 99, n_iterations = 10000,
+  tbl_out = TRUE
+)
+
+# 2. 固有性を分類化する
+acacia_canape <- cpr_classify_endem(acacia_rand_res)
    +
    +

    では、アウトプットをみてみましょう。

    +

    cpr_rand_testがたくさん（全部で５４）の列を返します。コミュニティの各地点について、様々な（PEを含めた）指標です。

    +
    +
    acacia_rand_res
    +
    +
    # A tibble: 3,037 × 55
+   site    pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower
+   <chr>    <dbl>        <dbl>      <dbl>    <dbl>          <dbl>          <dbl>
+ 1 -1025… 0.0145        0.0227    0.00506  -1.62                1             98
+ 2 -1025… 0.0382        0.0497    0.00745  -1.54                8             91
+ 3 -1025… 0.0378        0.0369    0.00635   0.138              55             44
+ 4 -1025… 0.0570        0.0613    0.00829  -0.517              33             66
+ 5 -1025… 0.0409        0.0419    0.00614  -0.172              41             58
+ 6 -1025… 0.00998       0.0101    0.00193  -0.0429             49             48
+ 7 -1025… 0.0187        0.0225    0.00393  -0.958              19             80
+ 8 -1025… 0.0434        0.0536    0.00902  -1.14               15             84
+ 9 -1025… 0.0111        0.0101    0.00197   0.495              81             18
+10 -1025… 0.0903        0.0876    0.0112    0.240              61             38
+# ℹ 3,027 more rows
+# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,
+#   pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,
+#   pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,
+#   pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,
+#   pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,
+#   rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …
    +
    +
    +

    cpr_classify_endem()がもう一つの列をデータに付けます。新しい列は固有性の種類です。それぞれの種類が何回観察されたのか、数えてみましょう：

    +
    +
    count(acacia_canape, endem_type)
    +
    +
    # A tibble: 5 × 2
+  endem_type          n
+  <chr>           <int>
+1 mixed             176
+2 neo                 5
+3 not significant  2827
+4 paleo              12
+5 super              17
    +
    +
    +

    そして、今回計算した固有性の種類を地図にするとこうなります：

    +
    +
    +コード +
    # まず、図を作るためにデータをちょっといじる
+# （経緯度の列を加える）
+acacia_canape <- acacia_canape |>
+  separate(site, c("long", "lat"), sep = ":") |>
+  mutate(across(c(long, lat), parse_number))
+
+# 図のテーマをいじる
+theme_update(
+  panel.background = element_rect(fill = "white", color = "white"),
+  panel.grid.major = element_line(color = "grey60"),
+  panel.grid.minor = element_blank()
+  )
+
+ggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +
+  geom_tile() +
+  # cpr_endem_cols_4 はcanaperに入っているカラーユニバーサルデザインのパレット
+  scale_fill_manual(values = cpr_endem_cols_4) +
+  coord_fixed() +
+  guides(
+    fill = guide_legend(title.position = "top", label.position = "bottom")
+  ) +
+  theme(legend.position = "bottom", legend.title = element_blank())
    +
    +
    +
    +
    +

    +
    +
    +
    +
    +
    +
    +

    rOpenSci

    +

    もう一つ今回で初めてだったのがROpenSciにパッケージを投稿することでした。rOpenSciはRで書かれた研究用のソフトを支援する団体です。もし自分の研究用のパッケージを公開しようと考えているなら、とてもおすすめです。

    +

    というのは、まずはRパケージの書き方について非常に丁寧な説明書を提供しているからです。また、パッケージの自動的なチェックを行うパッケージも。これを使うだけでも自分のコードの腕がかなり上がりました。

    +

    次に、rOpenSciに投稿されたパッケージは徹底的なコードレビュー（査読）を受けることになっています。こうすることによって、自分だけではなかなか気づかなかったことを教えていただき、さらにコードの改善につながりました3。

    +

    しかし、何と言っても、やはりrOpenSciのコミュニティが素晴らしいです。とてもアクティブで広く開かれたコミュニティです。活動としては、Community Call（誰でも参加できるビデオコール）、バーチャルコーワークスペース、やSlackのチャットチャンネルがあります。

    +

    ご興味のある方は是非試してくださいね！そして、rOpenSciに感謝します!

    +
    +
    +

    参考情報

    +

    canaperについてもっと知りたい方はGitHubのサイト、パッケージのサイト、およびプレプリントをご覧下さい。

    +
    +
    +

    参考文献

    +
    +
    +Mishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, と Joseph T. Miller. 2014. 「Phylogenetic measures of biodiversity and neo- and paleo-endemism in Australian Acacia」. Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473. +
    +
    +Rosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, と Lyn G. Cook. 2009. 「Phylogenetic endemism: A new approach for identifying geographical concentrations of evolutionary history」. Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x. +
    +
    +
    + + + +

    再現性

    + + + + +

    脚注

    + +
      +

    1. アカシアはオーストラリアの被子植物の中で最も種が多い属です。１０００種近くあります。↩︎

      2. +

    2. なお、本デモに使う解析設定は都合上使っているだけで、本格的な解析にはおすすめしません。↩︎

      3. +

    3. 査読者のKlaus SchliepとLuis Osorio、そして編集者のToby Hockingに感謝しています！↩︎

      4. +
    +

    ライセンス

    引用

    BibTeX
    @online{nitta2022,
+  author = {Nitta, Joel},
+  title = {canaperがCRANに登録されました},
+  date = {2022-10-07},
+  url = {https://www.joelnitta.com/posts/canaper/},
+  langid = {ja}
+}
+
    引用方法
    +Nitta, Joel. 2022. “canaperがCRANに登録されました.” October +7, 2022. https://www.joelnitta.com/posts/canaper/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2022-10-07_canaper/index.ja_files/figure-html/acacia-plot-1.png b/ja/posts/2022-10-07_canaper/index.ja_files/figure-html/acacia-plot-1.png new file mode 100644 index 0000000..253638d Binary files /dev/null and b/ja/posts/2022-10-07_canaper/index.ja_files/figure-html/acacia-plot-1.png differ diff --git a/ja/posts/2022-10-07_canaper/index_files/figure-html/acacia-plot-1.png b/ja/posts/2022-10-07_canaper/index_files/figure-html/acacia-plot-1.png new file mode 100644 index 0000000..253638d Binary files /dev/null and b/ja/posts/2022-10-07_canaper/index_files/figure-html/acacia-plot-1.png differ diff --git a/ja/posts/2023-02-21_fern-family-tree/index.html b/ja/posts/2023-02-21_fern-family-tree/index.html new file mode 100644 index 0000000..351ac27 --- /dev/null +++ b/ja/posts/2023-02-21_fern-family-tree/index.html @@ -0,0 +1,943 @@ + + + + + + + + + + + + +ニッタ ジョエル - Making a fern family tree + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Making a fern family tree

    +
    +
    + How to make a family-level phylogenetic tree of ferns (or anything else) +
    +
    +
    +
    R
    +
    ferns
    +
    +
    +
    + +
    +
    Author
    +
    Affiliation
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    Published
    +
    +

    February 21, 2023

    +
    +
    + +
    +
    Modified
    +
    +

    December 9, 2023

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

    Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?

    +

    Basically it involves the following steps:

    +
      +
    1. Load a list of all species in the tree and the name of the family each belongs to.
      2. +
    2. Check that each family is monophyletic or monotypic (this must be true for the next step to work1).
      3. +
    3. Select a single exemplar species for each family (this could be any species within the family, as long as the family is monophyletic).
      4. +
    4. Trim the tree to only the exemplar species (one per family).
      5. +
    5. Rename the exemplar species with the family name.
      6. +
    +

    The code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.

    +

    A few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.

    +

    Of course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).

    +
    +
    # Load packages
+library(tidyverse)
+library(ftolr)
+library(ape)
+library(MonoPhy)
+library(assertr)
+
+# Check FTOL version and cutoff date
+ft_data_ver()
    +
    +
    [1] "1.5.0"
    +
    +
    ft_data_ver("cutoff")
    +
    +
    [1] "2023-06-15"
    +
    +
    # Load ultrametric fern tree, drop outgroup
+phy <- ft_tree(branch_len = "ultra", rooted = TRUE, drop_og = TRUE)
+
+# Inspect:
+phy
    +
    +
    
+Phylogenetic tree with 5750 tips and 5749 internal nodes.
+
+Tip labels:
+  Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...
+Node labels:
+  100/100, 100/100, 100, 100/100, 100, 90/100, ...
+
+Rooted; includes branch lengths.
    +
    +
    # Load fern taxonomy
+taxonomy <- ftol_taxonomy %>%
+  # Subset to only species in tree
+  filter(species %in% phy$tip.label)
+
+# Inspect:
+taxonomy
    +
    +
    # A tibble: 5,750 × 8
+   species                      genus         subfamily     family      suborder    order        major_clade outgroup
+   <chr>                        <chr>         <chr>         <chr>       <chr>       <chr>        <chr>       <lgl>   
+ 1 Acrostichum_danaeifolium     Acrostichum   Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 2 Actiniopteris_dimorpha       Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 4 Actiniopteris_australis      Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 5 Actiniopteris_radiata        Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 6 Onychium_cryptogrammoides    Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 7 Onychium_moupinense          Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 8 Onychium_japonicum           Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 9 Onychium_lucidum             Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+10 Onychium_plumosum            Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+# ℹ 5,740 more rows
    +
    +
    # Analyze monophyly of each family
+family_mono_test <- AssessMonophyly(
+  phy,
+  as.data.frame(taxonomy[, c("species", "family")])
+)
+
+# Check that all families are monophyletic or monotypic
+family_mono_summary <-
+  family_mono_test$family$result %>%
+  rownames_to_column("family") %>%
+  as_tibble() %>%
+  assert(in_set("Yes", "Monotypic"), Monophyly)
+
+# Inspect:
+family_mono_summary
    +
    +
    # A tibble: 48 × 9
+   family            Monophyly MRCA  `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers
+   <chr>             <chr>     <chr> <chr>   <chr>        <chr>        <chr>     <chr>       <chr>   
+ 1 Pteridaceae       Yes       5760  897     0            0            ""        NA          ""      
+ 2 Polypodiaceae     Yes       6666  935     0            0            ""        NA          ""      
+ 3 Davalliaceae      Yes       7600  42      0            0            ""        NA          ""      
+ 4 Oleandraceae      Yes       7641  10      0            0            ""        NA          ""      
+ 5 Tectariaceae      Yes       7650  138     0            0            ""        NA          ""      
+ 6 Nephrolepidaceae  Yes       7787  19      0            0            ""        NA          ""      
+ 7 Lomariopsidaceae  Yes       7805  44      0            0            ""        NA          ""      
+ 8 Dryopteridaceae   Yes       7848  984     0            0            ""        NA          ""      
+ 9 Didymochlaenaceae Yes       8831  9       0            0            ""        NA          ""      
+10 Hypodematiaceae   Yes       8839  26      0            0            ""        NA          ""      
+# ℹ 38 more rows
    +
    +
    # Get one exemplar tip (species) per family
+rep_tips <-
+  taxonomy %>%
+  group_by(family) %>%
+  slice(1) %>%
+  ungroup()
+
+# Subset phylogeny to one tip per family
+phy_family <- ape::keep.tip(phy, rep_tips$species)
+
+# Relabel with family names
+new_tips <-
+tibble(species = phy_family$tip.label) %>%
+  left_join(rep_tips, by = "species") %>%
+  pull(family)
+
+phy_family$tip.label <- new_tips
+
+# Visualize tree
+plot(ladderize(phy_family), no.margin = TRUE)
    +
    +
    +
    +

    +
    +
    +
    +
    + + + +

    Reproducibility

    + + + + +

    Footnotes

    + +
      +

    1. Another condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎

      2. +
    +

    Reuse

    Citation

    BibTeX citation:
    @online{nitta2023,
+  author = {Nitta, Joel},
+  title = {Making a Fern Family Tree},
+  date = {2023-02-21},
+  url = {https://www.joelnitta.com/posts/fern-family/},
+  langid = {en}
+}
+
    For attribution, please cite this work as:
    +Nitta, Joel. 2023. “Making a Fern Family Tree.” February +21, 2023. https://www.joelnitta.com/posts/fern-family/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2023-02-21_fern-family-tree/index.ja.html b/ja/posts/2023-02-21_fern-family-tree/index.ja.html new file mode 100644 index 0000000..1612fb3 --- /dev/null +++ b/ja/posts/2023-02-21_fern-family-tree/index.ja.html @@ -0,0 +1,942 @@ + + + + + + + + + + + +ニッタ ジョエル - Making a fern family tree + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Making a fern family tree

    +
    +
    + How to make a family-level phylogenetic tree of ferns (or anything else) +
    +
    +
    +
    R
    +
    ferns
    +
    +
    +
    + +
    +
    作者
    +
    所属
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    公開
    +
    +

    2023年2月21日

    +
    +
    + +
    +
    更新日
    +
    +

    2023年12月9日

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

    Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?

    +

    Basically it involves the following steps:

    +
      +
    1. Load a list of all species in the tree and the name of the family each belongs to.
      2. +
    2. Check that each family is monophyletic or monotypic (this must be true for the next step to work1).
      3. +
    3. Select a single exemplar species for each family (this could be any species within the family, as long as the family is monophyletic).
      4. +
    4. Trim the tree to only the exemplar species (one per family).
      5. +
    5. Rename the exemplar species with the family name.
      6. +
    +

    The code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.

    +

    A few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.

    +

    Of course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).

    +
    +
    # Load packages
+library(tidyverse)
+library(ftolr)
+library(ape)
+library(MonoPhy)
+library(assertr)
+
+# Check FTOL version and cutoff date
+ft_data_ver()
    +
    +
    [1] "1.5.0"
    +
    +
    ft_data_ver("cutoff")
    +
    +
    [1] "2023-06-15"
    +
    +
    # Load ultrametric fern tree, drop outgroup
+phy <- ft_tree(branch_len = "ultra", rooted = TRUE, drop_og = TRUE)
+
+# Inspect:
+phy
    +
    +
    
+Phylogenetic tree with 5750 tips and 5749 internal nodes.
+
+Tip labels:
+  Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...
+Node labels:
+  100/100, 100/100, 100, 100/100, 100, 90/100, ...
+
+Rooted; includes branch lengths.
    +
    +
    # Load fern taxonomy
+taxonomy <- ftol_taxonomy %>%
+  # Subset to only species in tree
+  filter(species %in% phy$tip.label)
+
+# Inspect:
+taxonomy
    +
    +
    # A tibble: 5,750 × 8
+   species                      genus         subfamily     family      suborder    order        major_clade outgroup
+   <chr>                        <chr>         <chr>         <chr>       <chr>       <chr>        <chr>       <lgl>   
+ 1 Acrostichum_danaeifolium     Acrostichum   Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 2 Actiniopteris_dimorpha       Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 4 Actiniopteris_australis      Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 5 Actiniopteris_radiata        Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 6 Onychium_cryptogrammoides    Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 7 Onychium_moupinense          Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 8 Onychium_japonicum           Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 9 Onychium_lucidum             Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+10 Onychium_plumosum            Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+# ℹ 5,740 more rows
    +
    +
    # Analyze monophyly of each family
+family_mono_test <- AssessMonophyly(
+  phy,
+  as.data.frame(taxonomy[, c("species", "family")])
+)
+
+# Check that all families are monophyletic or monotypic
+family_mono_summary <-
+  family_mono_test$family$result %>%
+  rownames_to_column("family") %>%
+  as_tibble() %>%
+  assert(in_set("Yes", "Monotypic"), Monophyly)
+
+# Inspect:
+family_mono_summary
    +
    +
    # A tibble: 48 × 9
+   family            Monophyly MRCA  `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers
+   <chr>             <chr>     <chr> <chr>   <chr>        <chr>        <chr>     <chr>       <chr>   
+ 1 Pteridaceae       Yes       5760  897     0            0            ""        NA          ""      
+ 2 Polypodiaceae     Yes       6666  935     0            0            ""        NA          ""      
+ 3 Davalliaceae      Yes       7600  42      0            0            ""        NA          ""      
+ 4 Oleandraceae      Yes       7641  10      0            0            ""        NA          ""      
+ 5 Tectariaceae      Yes       7650  138     0            0            ""        NA          ""      
+ 6 Nephrolepidaceae  Yes       7787  19      0            0            ""        NA          ""      
+ 7 Lomariopsidaceae  Yes       7805  44      0            0            ""        NA          ""      
+ 8 Dryopteridaceae   Yes       7848  984     0            0            ""        NA          ""      
+ 9 Didymochlaenaceae Yes       8831  9       0            0            ""        NA          ""      
+10 Hypodematiaceae   Yes       8839  26      0            0            ""        NA          ""      
+# ℹ 38 more rows
    +
    +
    # Get one exemplar tip (species) per family
+rep_tips <-
+  taxonomy %>%
+  group_by(family) %>%
+  slice(1) %>%
+  ungroup()
+
+# Subset phylogeny to one tip per family
+phy_family <- ape::keep.tip(phy, rep_tips$species)
+
+# Relabel with family names
+new_tips <-
+tibble(species = phy_family$tip.label) %>%
+  left_join(rep_tips, by = "species") %>%
+  pull(family)
+
+phy_family$tip.label <- new_tips
+
+# Visualize tree
+plot(ladderize(phy_family), no.margin = TRUE)
    +
    +
    +
    +

    +
    +
    +
    +
    + + + +

    Reproducibility

    + + + + +

    脚注

    + +
      +

    1. Another condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎

      2. +
    +

    ライセンス

    引用

    BibTeX
    @online{nitta2023,
+  author = {Nitta, Joel},
+  title = {Making a fern family tree},
+  date = {2023-02-21},
+  url = {https://www.joelnitta.com/posts/fern-family/},
+  langid = {ja}
+}
+
    引用方法
    +Nitta, Joel. 2023. “Making a fern family tree.” February +21, 2023. https://www.joelnitta.com/posts/fern-family/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/ja/posts/2023-02-21_fern-family-tree/index.ja_files/figure-html/make-tree-1.png b/ja/posts/2023-02-21_fern-family-tree/index.ja_files/figure-html/make-tree-1.png new file mode 100644 index 0000000..9143274 Binary files /dev/null and b/ja/posts/2023-02-21_fern-family-tree/index.ja_files/figure-html/make-tree-1.png differ diff --git a/ja/posts/2023-02-21_fern-family-tree/index_files/figure-html/make-tree-1.png b/ja/posts/2023-02-21_fern-family-tree/index_files/figure-html/make-tree-1.png new file mode 100644 index 0000000..9143274 Binary files /dev/null and b/ja/posts/2023-02-21_fern-family-tree/index_files/figure-html/make-tree-1.png differ diff --git a/ja/publications.html b/ja/publications.html new file mode 100644 index 0000000..1739473 --- /dev/null +++ b/ja/publications.html @@ -0,0 +1,768 @@ + + + + + + + +ニッタ ジョエル - 論文 + + + + + + + + + + + + + + +
    +
    + + + + +
    +

    論文

    +
    + + + +
    + + +
    +
    公開
    +
    +

    2023年12月9日

    +
    +
    + + +
    + + + +

    Google Scholar

    + +

    2023

    +

    Chen, C., S. Lindsay, J. H. Nitta, G. Rouhan, M. Sundue, L. R. Perrie, Y. Huang, W. Chiou, and K. Chung (2023). “Systematics and biogeography of the Old World fern genus Antrophyum”. In: Cladistics, p. cla.12538. DOI: 10.1111/cla.12538
    Code PDF

    +

    Nitta, J. H. (2023). “Machine learning methods reveal processes affecting abundance at multiple scales. A commentary on ‘Global and regional drivers of abundance patterns in the hart’s tongue fern complex (Aspleniaceae)’”. In: Annals of Botany 131.5, pp. i-ii. DOI: 10.1093/aob/mcad024
    Code PDF

    +

    Nitta, J. H., S. W. Laffan, B. D. Mishler, and W. Iwasaki (2023). “canaper: Categorical analysis of neo‐ and paleo‐endemism in R”. In: Ecography, p. e06638. DOI: 10.1111/ecog.06638
    Preprint Code PDF

    +

    Nitta, J. H. (2023). “進化生物学のモデルシステムとしてのシダ植物研究”. In: 植物地理・分類研究 71.2, pp. 115-126. DOI: 10.18942/chiribunrui.0712-03
    Code PDF

    +

    Song, M. J., C. J. Rothfels, E. Schuettpelz, J. H. Nitta, L. Huiet, F. Li, and K. M. Wefferling (2023). “Resolving deep relationships and revealing ancient whole-genome duplications in Pteridaceae using transcriptomic data”. In: American Fern Journal 113.3. DOI: 10.1640/0002-8444-113.3.191
    PDF

    +

    2022

    +

    Nitta, J. H., E. Schuettpelz, S. Ramírez-Barahona, and W. Iwasaki (2022). “An open and continuously updated fern tree of life”. In: Frontiers in Plant Science 13, p. 909768. DOI: 10.3389/fpls.2022.909768
    Preprint Code Data PDF

    +

    Nitta, J. H., B. D. Mishler, W. Iwasaki, and A. Ebihara (2022). “Spatial phylogenetics of Japanese ferns: Patterns, processes, and implications for conservation”. In: American Journal of Botany 109.5, pp. 727-745. DOI: 10.1002/ajb2.1848
    Preprint Code Data PDF

    +

    Nitta, J. H. and S. M. Chambers (2022). “Identifying cryptic fern gametophytes using DNA barcoding: A review”. In: Applications in Plant Sciences 10, p. e11465. DOI: 10.1002/aps3.11465
    Preprint Code PDF

    +

    2021

    +

    Nitta, J. H., J. E. Watkins Jr., N. M. Holbrook, T. W. Wang, and C. C. Davis (2021). “Ecophysiological differentiation between life stages in filmy ferns (Hymenophyllaceae)”. In: Journal of Plant Research 134.5, pp. 971-988. DOI: 10.1007/s10265-021-01318-z
    Preprint Code Data PDF

    +

    2020

    +

    Nitta, J. H., A. Ebihara, and A. R. Smith (2020). “A taxonomic and molecular survey of the pteridophytes of the Nectandra Cloud Forest Reserve, Costa Rica”. In: PLoS ONE 15.11, p. e0241231. DOI: 10.1371/journal.pone.0241231
    Code Data PDF

    +

    Nitta, J. H., J. E. Watkins Jr., and C. C. Davis (2020). “Life in the canopy: Community trait assessments reveal substantial functional diversity among fern epiphytes”. In: New Phytologist 227.6, pp. 1885-1899. DOI: 10.1111/nph.16607
    Code Data PDF

    +

    2019

    +

    Ebihara, A. and J. H. Nitta (2019). “An update and reassessment of fern and lycophyte diversity data in the Japanese Archipelago”. In: Journal of Plant Research 132.6, pp. 723-738. DOI: 10.1007/s10265-019-01137-3
    Code Data PDF

    +

    Ebihara, A., J. H. Nitta, Y. Matsumoto, Y. Fukazawa, M. Kurihara, H. Yokote, K. Sakuma, O. Azakami, Y. Hirayama, and R. Imaichi (2019). “Growth dynamics of independent gametophytes of Pleurosoriopsis makinoi (Polypodiaceae)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 45.2, pp. 77-86.
    Code PDF

    +

    Nitta, J. H. and A. Ebihara (2019). “Virtual issue: Ecology and evolution of pteridophytes in the era of molecular genetics”. In: Journal of Plant Research 132.6, pp. 719-721. DOI: 10.1007/s10265-019-01139-1
    PDF

    +

    2018

    +

    Gilbert, K. J., J. H. Nitta, G. Talavera, and N. E. Pierce (2018). “Keeping an eye on coloration: Ecological correlates of the evolution of pitcher traits in the genus Nepenthes (Caryophyllales)”. In: Biological Journal of the Linnean Society 123.2, pp. 321-337. DOI: 10.1093/biolinnean/blx142
    PDF

    +

    Nitta, J. H., S. Amer, and C. C. Davis (2018). “Microsorum × tohieaense (Polypodiaceae), a new hybrid fern from French Polynesia, with implications for the taxonomy of Microsorum”. In: Systematic Botany 43.2, pp. 397-413. DOI: 10.1600/036364418X697166
    Data PDF

    +

    2017

    +

    Nitta, J. H., J. Meyer, R. Taputuarai, and C. C. Davis (2017). “Life cycle matters: DNA barcoding reveals contrasting community structure between fern sporophytes and gametophytes”. In: Ecological Monographs 87.2, pp. 278-296. DOI: 10.1002/ecm.1246
    PDF

    +

    Pinson, J. B., S. M. Chambers, J. H. Nitta, L. Kuo, and E. B. Sessa (2017). “The separation of generations: Biology and biogeography of long-lived sporophyteless fern gametophytes”. In: International Journal of Plant Sciences 178.1, pp. 1-18. DOI: 10.1086/688773
    PDF

    +

    Zhou, X., L. Zhang, C. Chen, C. Li, Y. Huang, D. Chen, N. T. Thi, D. Cicuzza, R. Knapp, T. T. Tam, J. H. Nitta, X. Gao, and L. Zhang (2017). “A plastid phylogeny and character evolution of the Old World fern genus Pyrrosia (Polypodiaceae) with the description of a new genus: Hovenkampia (Polypodiaceae)”. In: Molecular Phylogenetics and Evolution 114, pp. 271-294. DOI: 10.1016/j.ympev.2017.06.020
    PDF

    +

    2016

    +

    Pouteau, R., J. Meyer, P. Blanchard, J. H. Nitta, M. Terorotua, and R. Taputuarai (2016). “Fern species richness and abundance are indicators of climate change on high-elevation islands: evidence from an elevational gradient on Tahiti (French Polynesia)”. In: Climatic Change 138, pp. 143-156. DOI: 10.1007/s10584-016-1734-x
    PDF

    +

    2015

    +

    Chen, C., J. H. Nitta, M. Fanerii, T. Y. A. Yang, F. Pitisopa, C. W. Li, and W. Chiou (2015). “Antrophyum solomonense (Pteridaceae), a new species from the Solomon Islands, and its systematic position based on phylogenetic analysis”. In: Systematic Botany 40.3, pp. 645-651. DOI: 10.1600/036364415X689357
    PDF

    +

    2013

    +

    Ebihara, A., A. Yamaoka, N. Mizukami, A. Sakoda, J. H. Nitta, and R. Imaichi (2013). “A survey of the fern gametophyte flora of Japan: Frequent independent occurrences of noncordiform gametophytes”. In: American Journal of Botany 100.4, pp. 735-743. DOI: 10.3732/ajb.1200555
    PDF

    +

    2011

    +

    Nitta, J. H., A. Ebihara, and M. Ito (2011). “Reticulate evolution in the Crepidomanes minutum species complex (Hymenophyllaceae)”. In: American Journal of Botany 98.11, pp. 1782-1800. DOI: 10.3732/ajb.1000484
    PDF

    +

    Nitta, J. H., J. Meyer, and A. R. Smith (2011). “Pteridophytes of Mo’orea, French Polynesia: Additional new records”. In: American Fern Journal 101.1, pp. 36-49. DOI: 10.1640/0002-8444-101.1.36
    PDF

    +

    2010

    +

    Ebihara, A., J. H. Nitta, and M. Ito (2010). “Molecular species identification with rich floristic sampling: DNA barcoding the pteridophyte flora of Japan”. In: PLoS ONE 5.12, p. e15136. DOI: 10.1371/journal.pone.0015136
    PDF

    +

    Ebihara, A., J. H. Nitta, and K. Iwatsuki (2010). “The Hymenophyllaceae of the Pacific area. 2. Hymenophyllum (excluding subgen. Hymenophyllum)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 36.2, pp. 43-59.
    PDF

    +

    2009

    +

    Ebihara, A., J. H. Nitta, D. Lorence, and J. Dubuisson (2009). “New records of Polyphlebium borbonicum, an African filmy fern, in the New World and Polynesia”. In: American Fern Journal 99.3, pp. 200-206. DOI: 10.1640/0002-8444-99.3.200
    PDF

    +

    Nitta, J. H. and M. J. Epps (2009). “Hemi-epiphytism in Vandenboschia collariata (Hymenophyllaceae)”. In: Brittonia 61.4, pp. 392-397. DOI: 10.1007/s12228-009-9097-5
    PDF

    +

    2008

    +

    Nitta, J. H. (2008). “Exploring the utility of three plastid loci for biocoding the filmy ferns (Hymenophyllaceae) of Moorea”. In: Taxon 57.3, pp. 725-736. DOI: 10.1002/tax.573006
    PDF

    +

    Nitta, J. H. and P. O’grady (2008). “Mitochondrial phylogeny of the endemic Hawaiian craneflies (Diptera, Limoniidae, Dicranomyia): Implications for biogeography and species formation”. In: Molecular Phylogenetics and Evolution 46.3, pp. 1182-1190. DOI: 10.1016/j.ympev.2007.12.021
    PDF

    + + +
    +
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If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#update-2022-06-06", + "href": "posts/2021-11-24_using-giscus/index.html#update-2022-06-06", + "title": "Enable giscus in Distill", + "section": "", + "text": "Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#tldr", + "href": "posts/2021-11-24_using-giscus/index.html#tldr", + "title": "Enable giscus in Distill", + "section": "TL;DR", + "text": "TL;DR\n\ngiscus is a free, open-source commenting system for blogs that uses the GitHub API\ngiscus uses GitHub Discussions (not Issues) to store data\nI show how to enable giscus on a Distill blog\n\n\n\n\n\n\n\nFigure 1: Image by Adam Solomon on unsplash" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#why-distill-and-giscus", + "href": "posts/2021-11-24_using-giscus/index.html#why-distill-and-giscus", + "title": "Enable giscus in Distill", + "section": "Why Distill and giscus?", + "text": "Why Distill and giscus?\nLike many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!\nFortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#how-to-set-up-giscus-on-distill", + "href": "posts/2021-11-24_using-giscus/index.html#how-to-set-up-giscus-on-distill", + "title": "Enable giscus in Distill", + "section": "How to set up giscus on Distill", + "text": "How to set up giscus on Distill\nThere are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!\n\nEnable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).\nInstall the giscus GitHub app and configure it to have access to your blog’s repo.\nGo to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.\n\n\n\n\n\n\n\nFigure 2: giscus configuration menu.\n\n\n\n\n\n\n\n\n\nFigure 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated.\n\n\n\nAs described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…\n\nAdd an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):\n\n<script>\n document.addEventListener(\"DOMContentLoaded\", function () {\n if (!/posts/.test(location.pathname)) {\n return;\n }\n\n var script = document.createElement(\"script\");\n script.src = \"https://giscus.app/client.js\";\n script.setAttribute(\"data-repo\", \"[ENTER REPO HERE]\");\n script.setAttribute(\"data-repo-id\", \"[ENTER REPO ID HERE]\");\n script.setAttribute(\"data-category\", \"[ENTER CATEGORY NAME HERE]\");\n script.setAttribute(\"data-category-id\", \"[ENTER CATEGORY ID HERE]\");\n script.setAttribute(\"data-mapping\", \"pathname\");\n script.setAttribute(\"data-reactions-enabled\", \"0\");\n script.setAttribute(\"data-emit-metadata\", \"0\");\n script.setAttribute(\"data-theme\", \"light\");\n script.setAttribute(\"data-lang\", \"en\");\n\n /* wait for article to load, append script to article element */\n var observer = new MutationObserver(function (mutations, observer) {\n var article = document.querySelector(\"d-article\");\n if (article) {\n observer.disconnect();\n /* HACK: article scroll */\n article.setAttribute(\"style\", \"overflow-y: hidden\");\n article.appendChild(script);\n }\n });\n\n observer.observe(document.body, { childList: true });\n });\n </script>\nIf you compare the above code with the HTML block in the giscus app (Figure 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.\n\nModify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:\n\noutput: \n distill::distill_article:\n includes:\n in_header: giscus.html\nThat’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#reproducibility", + "href": "posts/2021-11-24_using-giscus/index.html#reproducibility", + "title": "Enable giscus in Distill", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#footnotes", + "href": "posts/2021-11-24_using-giscus/index.html#footnotes", + "title": "Enable giscus in Distill", + "section": "Footnotes", + "text": "Footnotes\n\n\nI have converted my website to Quarto.↩︎\nblogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎\ndisqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎\nFor example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎\nThe _site.yml file is longer than this, but I’m just showing the relevant code to add. You can see my _site.yml file here.↩︎" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#about-contmap", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#about-contmap", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#default-colors", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#default-colors", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Default colors", + "text": "Default colors\nI have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.\nFor example, let’s borrow some example code and look at the default plot:\n\n# code modified slightly from http://www.phytools.org/eqg2015/asr.html\n\n## Load needed packages for this blogpost\nlibrary(phytools)\nlibrary(ggtree)\nlibrary(tidyverse)\nlibrary(scico)\nlibrary(viridisLite)\n\n\n## Load anole tree\nanole.tree <- read.tree(\"http://www.phytools.org/eqg2015/data/anole.tre\")\n\n## Load anole trait data, extract snout-vent-length (svl) as named vector\nsvl <- read_csv(\"http://www.phytools.org/eqg2015/data/svl.csv\") %>%\n mutate(svl = set_names(svl, species)) %>%\n pull(svl)\n\n# Plot with default color scheme\ncontmap_obj <- contMap(anole.tree, svl, plot = FALSE)\n\nplot(\n contmap_obj, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n\n\nFigure 1: Default rainbow color scheme. Pretty, but confusing.\n\n\n\n\n\nAlthough this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#defining-a-new-color-palette", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#defining-a-new-color-palette", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Defining a new color palette", + "text": "Defining a new color palette\nphytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:\n\n# colorRampPalette() produces a function\nmy_color_func <- colorRampPalette(c(\"red\", \"yellow\"))\nclass(my_color_func)\n\n[1] \"function\"\n\n# The function generates n colors interpolating between\n# the colors originally passed to colorRampPalette()\nmy_colors <- my_color_func(n = 6)\nscales::show_col(my_colors)\n\n\n\n\n\n\n\nFigure 2: A red-to-yellow color ramp.\n\n\n\n\n\nSo, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#using-viridis-or-scico-palettes", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#using-viridis-or-scico-palettes", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Using viridis or scico palettes", + "text": "Using viridis or scico palettes\nWell, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.\n\n# viridis color palette with 6 colors\nviridis(6)\n\n[1] \"#440154FF\" \"#414487FF\" \"#2A788EFF\" \"#22A884FF\" \"#7AD151FF\" \"#FDE725FF\"\n\n# colorRampPalette() replicating viridis color palette\ncolorRampPalette(viridis(6))(6)\n\n[1] \"#440154\" \"#414487\" \"#2A788E\" \"#22A884\" \"#7AD151\" \"#FDE725\"\n\n\nSo here is the viridis version of the phytools plot:\n\n# Count the number of unique character states in the observed data:\nn_cols <- n_distinct(svl)\n\n# Change the color palette\ncontmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_viridis, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\nFigure 3: Viridis colors. Better.\n\n\n\n\n\nAnd here is another one, this time using a palette from scico:\n\n# Change the color palette\ncontmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = \"bilbao\"))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_scico, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\nFigure 4: Scico colors. My personal favorite.\n\n\n\n\n\nI personally find this one even easier to interpret than viridis. It’s very clear which values are low and high." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#ggtree", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#ggtree", + "title": "Selecting color schemes for mapping ancestral states", + "section": "ggtree", + "text": "ggtree\nJust for completeness, here is code to replicate the plot in ggtree.\n\n# Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree\n\n# Fit an ancestral state character reconstruction\nfit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)\n\n# Make a dataframe with trait values at the tips\ntd <- data.frame(\n node = nodeid(anole.tree, names(svl)),\n trait = svl)\n\n# Make a dataframe with estimated trait values at the nodes\nnd <- data.frame(node = names(fit$ace), trait = fit$ace)\n\n# Combine these with the tree data for plotting with ggtree\nd <- rbind(td, nd)\nd$node <- as.numeric(d$node)\ntree <- full_join(anole.tree, d, by = 'node')\n\nggtree(\n tree, \n aes(color = trait), \n layout = 'circular', \n ladderize = FALSE, continuous = \"color\", size = 1) +\n # >>> The important part! <<<\n # Choose your favorite scale_color_* function here: \n scale_color_scico(palette = \"bilbao\") + \n geom_tiplab(hjust = -.1, size = 2, color = \"black\") + \n xlim(0, 1.2) + \n theme(\n legend.position = c(0, .82),\n legend.text = element_text(size = 8),\n legend.title = element_text(size = 8)\n ) \n\n\n\n\n\n\n\nFigure 5: Scico colors with ggtree.\n\n\n\n\n\nThat’s it!" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#reproducibility", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#reproducibility", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\nFigure 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#tldr", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#tldr", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\nFigure 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#what-im-looking-for-in-a-pipeline-manager", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#what-im-looking-for-in-a-pipeline-manager", + "title": "Managing bioinformatics pipelines with R", + "section": "What I’m looking for in a pipeline manager", + "text": "What I’m looking for in a pipeline manager\nThese are some qualities that I want to see in a pipeline manager.\n\nAutomated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.\nEfficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.\nReproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#enter-targets", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#enter-targets", + "title": "Managing bioinformatics pipelines with R", + "section": "Enter targets", + "text": "Enter targets\nThe targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#targets-meets-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#targets-meets-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "targets meets Docker", + "text": "targets meets Docker\nHowever, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?\nMost bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.\nSo I will run most of the steps of the pipeline in available Docker containers." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#avoiding-docker-in-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#avoiding-docker-in-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "Avoiding Docker-in-Docker", + "text": "Avoiding Docker-in-Docker\n\n\n\n\n\n\nFigure 2: Image by Giordano Rossoni on unsplash.\n\n\n\nHowever, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3\nThe solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#first-things-first-set-up-the-project", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#first-things-first-set-up-the-project", + "title": "Managing bioinformatics pipelines with R", + "section": "First things first: Set up the project", + "text": "First things first: Set up the project\nI need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.\nFrom the command line, that just looks like:\n\nmkdir targets_bioinfo_example\ncd targets_bioinfo_example\n\nNext, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):\n\n\n# environment.yml\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml\n# renv.lock\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock\n# _targets.R\ncurl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R\n\nFrom here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.\nAlso, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#running-r-with-conda", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#running-r-with-conda", + "title": "Managing bioinformatics pipelines with R", + "section": "Running R with Conda", + "text": "Running R with Conda\nConda environments can be specified using a yml file, often named environment.yml.\nThis is the environment.yml file for this project:\nname: bioinfo-example-env\nchannels:\n - conda-forge\n - bioconda\n - defaults\ndependencies:\n - r-renv=0.14.*\nIt’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.\nWe can recreate the Conda environment from environment.yml (you should have downloaded it above) with:\n\n\nconda env create -f environment.yml\n\n\n\nCollecting package metadata (repodata.json): ...working... done\nSolving environment: ...working... done\n\n\n==> WARNING: A newer version of conda exists. <==\n current version: 23.5.0\n latest version: 23.7.4\n\nPlease update conda by running\n\n $ conda update -n base -c defaults conda\n\nOr to minimize the number of packages updated during conda update use\n\n conda install conda=23.7.4\n\n\n\nDownloading and Extracting Packages\n\nPreparing transaction: ...working... done\nVerifying transaction: ...working... done\nExecuting transaction: ...working... done\n#\n# To activate this environment, use\n#\n# $ conda activate bioinfo-example-env\n#\n# To deactivate an active environment, use\n#\n# $ conda deactivate\n\n\nAs the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.\nOn my computer, this looks like:\n(base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env\n(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R\n\nR version 4.1.1 (2021-08-10) -- \"Kick Things\"\nCopyright (C) 2021 The R Foundation for Statistical Computing\nPlatform: x86_64-apple-darwin13.4.0 (64-bit)\n\nR is free software and comes with ABSOLUTELY NO WARRANTY.\nYou are welcome to redistribute it under certain conditions.\nType 'license()' or 'licence()' for distribution details.\n\n Natural language support but running in an English locale\n\nR is a collaborative project with many contributors.\nType 'contributors()' for more information and\n'citation()' on how to cite R or R packages in publications.\n\nType 'demo()' for some demos, 'help()' for on-line help, or\n'help.start()' for an HTML browser interface to help.\nType 'q()' to quit R.\n\n> \nNotice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.\nNow we have a fixed version of R, with a fixed version of renv." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#maintain-r-packages-with-renv", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#maintain-r-packages-with-renv", + "title": "Managing bioinformatics pipelines with R", + "section": "Maintain R packages with renv", + "text": "Maintain R packages with renv\nThe next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.\nThis is what the entry in the renv.lock file for this project for the package Matrix looks like:\n\"Matrix\": {\n \"Package\": \"Matrix\",\n \"Version\": \"1.5-4\",\n \"Source\": \"Repository\",\n \"Repository\": \"CRAN\",\n \"Hash\": \"e779c7d9f35cc364438578f334cffee2\",\n \"Requirements\": [\n \"lattice\"\n ]\n}\nAssuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:\n\nrenv::activate() # Turn on renv\nrenv::restore() # Install packages\n\nYou should see something like this6:\nThe following package(s) will be updated:\n\n# CRAN ===============================\n- Matrix [* -> 1.3-4]\n- R6 [* -> 2.5.1]\n- Rcpp [* -> 1.0.7]\n- RcppArmadillo [* -> 0.10.6.0.0]\n- RcppParallel [* -> 5.1.4]\n- assertthat [* -> 0.2.1]\n- babelwhale [* -> 1.0.3]\n- callr [* -> 3.7.0]\n\n...\nIf you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#putting-it-all-together", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#putting-it-all-together", + "title": "Managing bioinformatics pipelines with R", + "section": "Putting it all together", + "text": "Putting it all together\nOK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.\nHere is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\n# (here, we are using Docker, not Singularity)\nset_default_config(create_docker_config())\n\n# Define workflow\nlist(\n # Download example fastq files\n tar_file(\n read_1, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq\",\n destfile = \"R1.fq\")\n \"R1.fq\"\n }\n ),\n tar_file(\n read_2, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq\",\n destfile = \"R2.fq\")\n \"R2.fq\"\n }\n ),\n # Clean the fastq file with fastp\n tar_file(\n fastp_out, {\n babelwhale::run(\n # Name of docker image, with tag specifying version\n \"quay.io/biocontainers/fastp:0.23.1--h79da9fb_0\",\n # Command to run\n command = \"fastp\",\n # Arguments to the command\n args = c(\n # fastq input files\n \"-i\", paste0(\"/wd/\", read_1), \n \"-I\", paste0(\"/wd/\", read_2), \n # fastq output files\n \"-o\", \"/wd/R1_trim.fq\",\n \"-O\", \"/wd/R2_trim.fq\",\n # trim report file\n \"-h\", \"/wd/trim_report.html\"),\n # Volume mounting specification\n # this uses getwd(), but here::here() is also a good method\n volumes = paste0(getwd(), \":/wd/\")\n )\n c(\"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\")\n }\n )\n)\n\nIn order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).\nFinally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:\n\ntargets::tar_make()\n\n▶ start target read_1\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'\nContent type 'text/plain; charset=utf-8' length 3041 bytes\n==================================================\ndownloaded 3041 bytes\n\n● built target read_1 [0.157 seconds]\n▶ start target read_2\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'\nContent type 'text/plain; charset=utf-8' length 3343 bytes\n==================================================\ndownloaded 3343 bytes\n\n● built target read_2 [0.161 seconds]\n▶ start target fastp_out\n● built target fastp_out [3.16 seconds]\n▶ end pipeline [3.53 seconds]\n\n\nYou should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder)." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#next-steps", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#next-steps", + "title": "Managing bioinformatics pipelines with R", + "section": "Next steps", + "text": "Next steps\n\n\n\n\n\n\nFigure 3: Image by JOHN TOWNER on unsplash\n\n\n\nThe example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.\nWe can also see this by visualizing the pipeline:\n\ntargets::tar_visnetwork()\n\n\n\n\n\nTo keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.\nBy splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\nset_default_config(create_docker_config())\n\n# Load functions\nsource(\"R/functions.R\")\n\ntar_plan(\n # Download example fastq files\n tar_file(read_1, download_read(\"R1.fq\")),\n tar_file(read_2, download_read(\"R2.fq\")),\n # Clean the fastq files with fastp\n tar_file(\n fastp_out, \n fastp(read_1, read_2, \"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\"\n )\n )\n)\n\nYou can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.\nFurthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.\nI have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#conclusion", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#conclusion", + "title": "Managing bioinformatics pipelines with R", + "section": "Conclusion", + "text": "Conclusion\nI am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#reproducibility", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#reproducibility", + "title": "Managing bioinformatics pipelines with R", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#footnotes", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#footnotes", + "title": "Managing bioinformatics pipelines with R", + "section": "Footnotes", + "text": "Footnotes\n\n\nDocker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎\nBioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎\nThink Inception.↩︎\nConda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎\nThe asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎\nI’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎\nI typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎\nI won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html", + "href": "posts/2022-10-07_canaper/index.html", + "title": "canaper is on CRAN", + "section": "", + "text": "(Read this blogpost in Japanese)\nI am happy to announce that canaper v1.0.0 is now available on CRAN! Although I have authored several R packages and made them available via GitHub, this is my first original package to be on CRAN.\nWhat is canaper you ask?\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\n(from the package DESCRIPTION).\nIf that interests you, please read on!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#introducing-canaper", + "href": "posts/2022-10-07_canaper/index.html#introducing-canaper", + "title": "canaper is on CRAN", + "section": "", + "text": "(Read this blogpost in Japanese)\nI am happy to announce that canaper v1.0.0 is now available on CRAN! Although I have authored several R packages and made them available via GitHub, this is my first original package to be on CRAN.\nWhat is canaper you ask?\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\n(from the package DESCRIPTION).\nIf that interests you, please read on!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#phylogenetic-endemism-and-canape", + "href": "posts/2022-10-07_canaper/index.html#phylogenetic-endemism-and-canape", + "title": "canaper is on CRAN", + "section": "Phylogenetic endemism and CANAPE", + "text": "Phylogenetic endemism and CANAPE\nBiodiversity is often measured by species richness, or counting the number of species in an area. Likewise, endemism is often quantified by the number of species that are completely restricted (endemic) to an area. However, such purely taxonomic approaches ignore evolutionary history. Thanks to the widespread availability of molecular phylogenies, approaches have recently been developed that quantify biodiversity while taking into account the evolutionary history of species. One such method is phylogenetic endemism (PE; Rosauer et al. 2009), which quantifies endemism based on the range size of branches of a phylogenetic tree instead of species.\nAn advantage of PE is that it provides insight into the evolutionary processes generating biodiversity. For example, areas with high PE and many short branches may be due to recent speciation (radiation) and are termed neo-endemic. In contrast, areas with high PE and many long branches may be due to extinction of previously widespread lineages and are termed paleo-endemic. A method to detect these areas developed by Mishler et al. (2014) is called CANAPE (“Categorical Analysis of Neo- and Paleo-Endemism”).\nThe goal of canaper is to conduct CANAPE in R." + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#example-australian-acacia", + "href": "posts/2022-10-07_canaper/index.html#example-australian-acacia", + "title": "canaper is on CRAN", + "section": "Example: Australian Acacia", + "text": "Example: Australian Acacia\n\n\n\nAcacia pycnantha, photo by Bidgee\n\n\ncanaper comes with the same dataset that was analyzed in the original CANAPE paper, a community (species \\(\\times\\) sites) matrix and phylogenetic tree of Australian Acacia1 (Mishler et al. 2014). We will use this for a quick demo2.\nI won’t go into the details here, but you can read more about this example on the canaper website.\nThe entire CANAPE workflow can be run with just two commands, cpr_rand_test() and cpr_classify_endem():\n\nlibrary(canaper)\nlibrary(tidyverse)\n\n# Set a seed for reproducibility\nset.seed(12345)\n\n# 1. Run randomization test\nacacia_rand_res <- cpr_rand_test(\n acacia$comm, acacia$phy,\n null_model = \"curveball\",\n n_reps = 99, n_iterations = 10000,\n tbl_out = TRUE\n)\n\n# 2. Classify endemism\nacacia_canape <- cpr_classify_endem(acacia_rand_res)\n\nLet’s have a look at some of the output.\ncpr_rand_test() returns a bunch (54 to be exact!) of metrics about each site in the community matrix, including PE:\n\nacacia_rand_res\n\n# A tibble: 3,037 × 55\n site pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower\n <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>\n 1 -1025… 0.0145 0.0227 0.00506 -1.62 1 98\n 2 -1025… 0.0382 0.0497 0.00745 -1.54 8 91\n 3 -1025… 0.0378 0.0369 0.00635 0.138 55 44\n 4 -1025… 0.0570 0.0613 0.00829 -0.517 33 66\n 5 -1025… 0.0409 0.0419 0.00614 -0.172 41 58\n 6 -1025… 0.00998 0.0101 0.00193 -0.0429 49 48\n 7 -1025… 0.0187 0.0225 0.00393 -0.958 19 80\n 8 -1025… 0.0434 0.0536 0.00902 -1.14 15 84\n 9 -1025… 0.0111 0.0101 0.00197 0.495 81 18\n10 -1025… 0.0903 0.0876 0.0112 0.240 61 38\n# ℹ 3,027 more rows\n# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,\n# pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,\n# pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,\n# pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,\n# pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,\n# rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …\n\n\ncpr_classify_endem() appends another column, endem_type, that describes the various endemism types. Let’s count how many of each type was observed:\n\ncount(acacia_canape, endem_type)\n\n# A tibble: 5 × 2\n endem_type n\n <chr> <int>\n1 mixed 176\n2 neo 5\n3 not significant 2827\n4 paleo 12\n5 super 17\n\n\nThis is what a map of those various endemism types looks like:\n\n\nCode\n# Fist do some data wrangling to make the results easier to plot\n# (add lat/long columns)\nacacia_canape <- acacia_canape |>\n separate(site, c(\"long\", \"lat\"), sep = \":\") |>\n mutate(across(c(long, lat), parse_number))\n\n# Tweak the plot theme\ntheme_update(\n panel.background = element_rect(fill = \"white\", color = \"white\"),\n panel.grid.major = element_line(color = \"grey60\"),\n panel.grid.minor = element_blank()\n )\n\nggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +\n geom_tile() +\n # cpr_endem_cols_4 is a CVD-friendly color palette in canaper\n scale_fill_manual(values = cpr_endem_cols_4) +\n coord_fixed() +\n guides(\n fill = guide_legend(title.position = \"top\", label.position = \"bottom\")\n ) +\n theme(legend.position = \"bottom\", legend.title = element_blank())" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#ropensci", + "href": "posts/2022-10-07_canaper/index.html#ropensci", + "title": "canaper is on CRAN", + "section": "rOpenSci", + "text": "rOpenSci\nAnother first for me was submitting my package to rOpenSci, an organization that promotes and supports research software written with R. I can’t recommend rOpenSci highly enough for anyone interested in publishing their own R package for research.\nFirst, rOpenSci provides extensive documentation for authoring scientific R packages as well as automated checks. Just going through this process alone significantly improved my code.\nSecond, packages submitted to rOpenSci undergo thorough and open code review, which lead me to several improvements I would have otherwise never thought of3.\nFinally, the rOpenSci community is highly active and welcoming, with community calls, co-working sessions, and a lively Slack workspace.\nSo please check it out, and a big thank-you to rOpenSci!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#more-information", + "href": "posts/2022-10-07_canaper/index.html#more-information", + "title": "canaper is on CRAN", + "section": "More information", + "text": "More information\nFor more information about canaper, please see the GitHub repo, package website, and preprint." + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#references", + "href": "posts/2022-10-07_canaper/index.html#references", + "title": "canaper is on CRAN", + "section": "References", + "text": "References\n\n\nMishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, and Joseph T. Miller. 2014. “Phylogenetic Measures of Biodiversity and Neo- and Paleo-Endemism in Australian Acacia.” Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473.\n\n\nRosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, and Lyn G. Cook. 2009. “Phylogenetic Endemism: A New Approach for Identifying Geographical Concentrations of Evolutionary History.” Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x." + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#reproducibility", + "href": "posts/2022-10-07_canaper/index.html#reproducibility", + "title": "canaper is on CRAN", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#footnotes", + "href": "posts/2022-10-07_canaper/index.html#footnotes", + "title": "canaper is on CRAN", + "section": "Footnotes", + "text": "Footnotes\n\n\nAcacia is the largest genus of flowering plants in Australia, with nearly 1,000 species↩︎\nThe settings used here are for demonstration purposes only, and not suitable for a thorough analysis of this dataset↩︎\nThanks to reviewers Klaus Schliep and Luis Osorio, and editor Toby Hocking↩︎" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html", + "title": "Building R docker images with secrets", + "section": "", + "text": "Top secret\nDocker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?\nThere are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#a-simple-example", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#a-simple-example", + "title": "Building R docker images with secrets", + "section": "A simple example", + "text": "A simple example\nHere is how to use the new Docker features to securely pass a secret during a build 1.\nThere are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...\nNext, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:\n# syntax=docker/dockerfile:1.0.0-experimental\nFROM rocker/tidyverse\nSave your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:\necho \"FABULOUS\" > my_secret_stash\nThis is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.\n# syntax = docker/dockerfile:1.0-experimental\nFROM alpine\n\nRUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\nTo see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash .\nI’ve truncated the output, but you should see something like this (the exact build step number may vary).\n\n#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\n#7 digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de\n#7 name: \"[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\"\n#7 started: 2019-02-18 20:51:20.1092144 +0000 UTC\n#7 0.668 FABULOUS\n#7 completed: 2019-02-18 20:51:21.0927656 +0000 UTC\n#7 duration: 983.5512ms\n\nCan you spot our secret? It’s showing up from the cat command. However, it will not remain in the image." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#installing-a-private-r-package", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#installing-a-private-r-package", + "title": "Building R docker images with secrets", + "section": "Installing a private R package", + "text": "Installing a private R package\nTo install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:\n# install_git_packages.R\nsecret <- commandArgs(trailing = TRUE)\ndevtools::install_github(\"joelnitta/my-private-package\", auth_token = secret)\ncommandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.\nWe will call this script from the Dockerfile and pass the secret to it.\nHere is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)\n# syntax = docker/dockerfile:1.0-experimental\nFROM rocker/tidyverse:3.5.1\n\nENV DEBIAN_FRONTEND noninteractive\n\nCOPY install_git_packages.R .\n\nRUN apt-get update\n\nRUN --mount=type=secret,id=mysecret \\\nRscript install_git_packages.R `cat /run/secrets/mysecret`\nLet’s build the image and tag it:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash . -t my_special_image\nThat’s it!" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#reproducibility", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#reproducibility", + "title": "Building R docker images with secrets", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#footnotes", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#footnotes", + "title": "Building R docker images with secrets", + "section": "Footnotes", + "text": "Footnotes\n\n\nNo guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎\nOf course, be sure to add the file containing the secret to .gitignore!↩︎" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.html", + "href": "posts/2023-02-21_fern-family-tree/index.html", + "title": "Making a fern family tree", + "section": "", + "text": "Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?\nBasically it involves the following steps:\nThe code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.\nA few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.\nOf course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).\n# Load packages\nlibrary(tidyverse)\nlibrary(ftolr)\nlibrary(ape)\nlibrary(MonoPhy)\nlibrary(assertr)\n\n# Check FTOL version and cutoff date\nft_data_ver()\n\n[1] \"1.5.0\"\n\nft_data_ver(\"cutoff\")\n\n[1] \"2023-06-15\"\n\n# Load ultrametric fern tree, drop outgroup\nphy <- ft_tree(branch_len = \"ultra\", rooted = TRUE, drop_og = TRUE)\n\n# Inspect:\nphy\n\n\nPhylogenetic tree with 5750 tips and 5749 internal nodes.\n\nTip labels:\n Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...\nNode labels:\n 100/100, 100/100, 100, 100/100, 100, 90/100, ...\n\nRooted; includes branch lengths.\n\n# Load fern taxonomy\ntaxonomy <- ftol_taxonomy %>%\n # Subset to only species in tree\n filter(species %in% phy$tip.label)\n\n# Inspect:\ntaxonomy\n\n# A tibble: 5,750 × 8\n species genus subfamily family suborder order major_clade outgroup\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <lgl> \n 1 Acrostichum_danaeifolium Acrostichum Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 2 Actiniopteris_dimorpha Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 4 Actiniopteris_australis Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 5 Actiniopteris_radiata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 6 Onychium_cryptogrammoides Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 7 Onychium_moupinense Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 8 Onychium_japonicum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 9 Onychium_lucidum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n10 Onychium_plumosum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n# ℹ 5,740 more rows\n\n# Analyze monophyly of each family\nfamily_mono_test <- AssessMonophyly(\n phy,\n as.data.frame(taxonomy[, c(\"species\", \"family\")])\n)\n\n# Check that all families are monophyletic or monotypic\nfamily_mono_summary <-\n family_mono_test$family$result %>%\n rownames_to_column(\"family\") %>%\n as_tibble() %>%\n assert(in_set(\"Yes\", \"Monotypic\"), Monophyly)\n\n# Inspect:\nfamily_mono_summary\n\n# A tibble: 48 × 9\n family Monophyly MRCA `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> \n 1 Pteridaceae Yes 5760 897 0 0 \"\" NA \"\" \n 2 Polypodiaceae Yes 6666 935 0 0 \"\" NA \"\" \n 3 Davalliaceae Yes 7600 42 0 0 \"\" NA \"\" \n 4 Oleandraceae Yes 7641 10 0 0 \"\" NA \"\" \n 5 Tectariaceae Yes 7650 138 0 0 \"\" NA \"\" \n 6 Nephrolepidaceae Yes 7787 19 0 0 \"\" NA \"\" \n 7 Lomariopsidaceae Yes 7805 44 0 0 \"\" NA \"\" \n 8 Dryopteridaceae Yes 7848 984 0 0 \"\" NA \"\" \n 9 Didymochlaenaceae Yes 8831 9 0 0 \"\" NA \"\" \n10 Hypodematiaceae Yes 8839 26 0 0 \"\" NA \"\" \n# ℹ 38 more rows\n\n# Get one exemplar tip (species) per family\nrep_tips <-\n taxonomy %>%\n group_by(family) %>%\n slice(1) %>%\n ungroup()\n\n# Subset phylogeny to one tip per family\nphy_family <- ape::keep.tip(phy, rep_tips$species)\n\n# Relabel with family names\nnew_tips <-\ntibble(species = phy_family$tip.label) %>%\n left_join(rep_tips, by = \"species\") %>%\n pull(family)\n\nphy_family$tip.label <- new_tips\n\n# Visualize tree\nplot(ladderize(phy_family), no.margin = TRUE)" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.html#reproducibility", + "href": "posts/2023-02-21_fern-family-tree/index.html#reproducibility", + "title": "Making a fern family tree", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.html#footnotes", + "href": "posts/2023-02-21_fern-family-tree/index.html#footnotes", + "title": "Making a fern family tree", + "section": "Footnotes", + "text": "Footnotes\n\n\nAnother condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎" + }, + { + "objectID": "publications.html", + "href": "publications.html", + "title": "論文", + "section": "", + "text": "Google Scholar" + }, + { + "objectID": "publications.html#section", + "href": "publications.html#section", + "title": "論文", + "section": "2023", + "text": "2023\nChen, C., S. Lindsay, J. H. Nitta, G. Rouhan, M. Sundue, L. R. Perrie, Y. Huang, W. Chiou, and K. Chung (2023). “Systematics and biogeography of the Old World fern genus Antrophyum”. In: Cladistics, p. cla.12538. DOI: 10.1111/cla.12538 Code PDF\nNitta, J. H. (2023). “Machine learning methods reveal processes affecting abundance at multiple scales. A commentary on ‘Global and regional drivers of abundance patterns in the hart’s tongue fern complex (Aspleniaceae)’”. In: Annals of Botany 131.5, pp. i-ii. DOI: 10.1093/aob/mcad024 Code PDF\nNitta, J. H., S. W. Laffan, B. D. Mishler, and W. Iwasaki (2023). “canaper: Categorical analysis of neo‐ and paleo‐endemism in R”. In: Ecography, p. e06638. DOI: 10.1111/ecog.06638 Preprint Code PDF\nNitta, J. H. (2023). “進化生物学のモデルシステムとしてのシダ植物研究”. In: 植物地理・分類研究 71.2, pp. 115-126. DOI: 10.18942/chiribunrui.0712-03 Code PDF\nSong, M. J., C. J. Rothfels, E. Schuettpelz, J. H. Nitta, L. Huiet, F. Li, and K. M. Wefferling (2023). “Resolving deep relationships and revealing ancient whole-genome duplications in Pteridaceae using transcriptomic data”. In: American Fern Journal 113.3. DOI: 10.1640/0002-8444-113.3.191 PDF" + }, + { + "objectID": "publications.html#section-1", + "href": "publications.html#section-1", + "title": "論文", + "section": "2022", + "text": "2022\nNitta, J. H., E. Schuettpelz, S. Ramírez-Barahona, and W. Iwasaki (2022). “An open and continuously updated fern tree of life”. In: Frontiers in Plant Science 13, p. 909768. DOI: 10.3389/fpls.2022.909768 Preprint Code Data PDF\nNitta, J. H., B. D. Mishler, W. Iwasaki, and A. Ebihara (2022). “Spatial phylogenetics of Japanese ferns: Patterns, processes, and implications for conservation”. In: American Journal of Botany 109.5, pp. 727-745. DOI: 10.1002/ajb2.1848 Preprint Code Data PDF\nNitta, J. H. and S. M. Chambers (2022). “Identifying cryptic fern gametophytes using DNA barcoding: A review”. In: Applications in Plant Sciences 10, p. e11465. DOI: 10.1002/aps3.11465 Preprint Code PDF" + }, + { + "objectID": "publications.html#section-2", + "href": "publications.html#section-2", + "title": "論文", + "section": "2021", + "text": "2021\nNitta, J. H., J. E. Watkins Jr., N. M. Holbrook, T. W. Wang, and C. C. Davis (2021). “Ecophysiological differentiation between life stages in filmy ferns (Hymenophyllaceae)”. In: Journal of Plant Research 134.5, pp. 971-988. DOI: 10.1007/s10265-021-01318-z Preprint Code Data PDF" + }, + { + "objectID": "publications.html#section-3", + "href": "publications.html#section-3", + "title": "論文", + "section": "2020", + "text": "2020\nNitta, J. H., A. Ebihara, and A. R. Smith (2020). “A taxonomic and molecular survey of the pteridophytes of the Nectandra Cloud Forest Reserve, Costa Rica”. In: PLoS ONE 15.11, p. e0241231. DOI: 10.1371/journal.pone.0241231 Code Data PDF\nNitta, J. H., J. E. Watkins Jr., and C. C. Davis (2020). “Life in the canopy: Community trait assessments reveal substantial functional diversity among fern epiphytes”. In: New Phytologist 227.6, pp. 1885-1899. DOI: 10.1111/nph.16607 Code Data PDF" + }, + { + "objectID": "publications.html#section-4", + "href": "publications.html#section-4", + "title": "論文", + "section": "2019", + "text": "2019\nEbihara, A. and J. H. Nitta (2019). “An update and reassessment of fern and lycophyte diversity data in the Japanese Archipelago”. In: Journal of Plant Research 132.6, pp. 723-738. DOI: 10.1007/s10265-019-01137-3 Code Data PDF\nEbihara, A., J. H. Nitta, Y. Matsumoto, Y. Fukazawa, M. Kurihara, H. Yokote, K. Sakuma, O. Azakami, Y. Hirayama, and R. Imaichi (2019). “Growth dynamics of independent gametophytes of Pleurosoriopsis makinoi (Polypodiaceae)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 45.2, pp. 77-86. Code PDF\nNitta, J. H. and A. Ebihara (2019). “Virtual issue: Ecology and evolution of pteridophytes in the era of molecular genetics”. In: Journal of Plant Research 132.6, pp. 719-721. DOI: 10.1007/s10265-019-01139-1 PDF" + }, + { + "objectID": "publications.html#section-5", + "href": "publications.html#section-5", + "title": "論文", + "section": "2018", + "text": "2018\nGilbert, K. J., J. H. Nitta, G. Talavera, and N. E. Pierce (2018). “Keeping an eye on coloration: Ecological correlates of the evolution of pitcher traits in the genus Nepenthes (Caryophyllales)”. In: Biological Journal of the Linnean Society 123.2, pp. 321-337. DOI: 10.1093/biolinnean/blx142 PDF\nNitta, J. H., S. Amer, and C. C. Davis (2018). “Microsorum × tohieaense (Polypodiaceae), a new hybrid fern from French Polynesia, with implications for the taxonomy of Microsorum”. In: Systematic Botany 43.2, pp. 397-413. DOI: 10.1600/036364418X697166 Data PDF" + }, + { + "objectID": "publications.html#section-6", + "href": "publications.html#section-6", + "title": "論文", + "section": "2017", + "text": "2017\nNitta, J. H., J. Meyer, R. Taputuarai, and C. C. Davis (2017). “Life cycle matters: DNA barcoding reveals contrasting community structure between fern sporophytes and gametophytes”. In: Ecological Monographs 87.2, pp. 278-296. DOI: 10.1002/ecm.1246 PDF\nPinson, J. B., S. M. Chambers, J. H. Nitta, L. Kuo, and E. B. Sessa (2017). “The separation of generations: Biology and biogeography of long-lived sporophyteless fern gametophytes”. In: International Journal of Plant Sciences 178.1, pp. 1-18. DOI: 10.1086/688773 PDF\nZhou, X., L. Zhang, C. Chen, C. Li, Y. Huang, D. Chen, N. T. Thi, D. Cicuzza, R. Knapp, T. T. Tam, J. H. Nitta, X. Gao, and L. Zhang (2017). “A plastid phylogeny and character evolution of the Old World fern genus Pyrrosia (Polypodiaceae) with the description of a new genus: Hovenkampia (Polypodiaceae)”. In: Molecular Phylogenetics and Evolution 114, pp. 271-294. DOI: 10.1016/j.ympev.2017.06.020 PDF" + }, + { + "objectID": "publications.html#section-7", + "href": "publications.html#section-7", + "title": "論文", + "section": "2016", + "text": "2016\nPouteau, R., J. Meyer, P. Blanchard, J. H. Nitta, M. Terorotua, and R. Taputuarai (2016). “Fern species richness and abundance are indicators of climate change on high-elevation islands: evidence from an elevational gradient on Tahiti (French Polynesia)”. In: Climatic Change 138, pp. 143-156. DOI: 10.1007/s10584-016-1734-x PDF" + }, + { + "objectID": "publications.html#section-8", + "href": "publications.html#section-8", + "title": "論文", + "section": "2015", + "text": "2015\nChen, C., J. H. Nitta, M. Fanerii, T. Y. A. Yang, F. Pitisopa, C. W. Li, and W. Chiou (2015). “Antrophyum solomonense (Pteridaceae), a new species from the Solomon Islands, and its systematic position based on phylogenetic analysis”. In: Systematic Botany 40.3, pp. 645-651. DOI: 10.1600/036364415X689357 PDF" + }, + { + "objectID": "publications.html#section-9", + "href": "publications.html#section-9", + "title": "論文", + "section": "2013", + "text": "2013\nEbihara, A., A. Yamaoka, N. Mizukami, A. Sakoda, J. H. Nitta, and R. Imaichi (2013). “A survey of the fern gametophyte flora of Japan: Frequent independent occurrences of noncordiform gametophytes”. In: American Journal of Botany 100.4, pp. 735-743. DOI: 10.3732/ajb.1200555 PDF" + }, + { + "objectID": "publications.html#section-10", + "href": "publications.html#section-10", + "title": "論文", + "section": "2011", + "text": "2011\nNitta, J. H., A. Ebihara, and M. Ito (2011). “Reticulate evolution in the Crepidomanes minutum species complex (Hymenophyllaceae)”. In: American Journal of Botany 98.11, pp. 1782-1800. DOI: 10.3732/ajb.1000484 PDF\n\n\n\n\n\n\n\n\n\n\n\nNitta, J. H., J. Meyer, and A. R. Smith (2011). “Pteridophytes of Mo’orea, French Polynesia: Additional new records”. In: American Fern Journal 101.1, pp. 36-49. DOI: 10.1640/0002-8444-101.1.36 PDF" + }, + { + "objectID": "publications.html#section-11", + "href": "publications.html#section-11", + "title": "論文", + "section": "2010", + "text": "2010\nEbihara, A., J. H. Nitta, and M. Ito (2010). “Molecular species identification with rich floristic sampling: DNA barcoding the pteridophyte flora of Japan”. In: PLoS ONE 5.12, p. e15136. DOI: 10.1371/journal.pone.0015136 PDF\nEbihara, A., J. H. Nitta, and K. Iwatsuki (2010). “The Hymenophyllaceae of the Pacific area. 2. Hymenophyllum (excluding subgen. Hymenophyllum)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 36.2, pp. 43-59. PDF" + }, + { + "objectID": "publications.html#section-12", + "href": "publications.html#section-12", + "title": "論文", + "section": "2009", + "text": "2009\nEbihara, A., J. H. Nitta, D. Lorence, and J. Dubuisson (2009). “New records of Polyphlebium borbonicum, an African filmy fern, in the New World and Polynesia”. In: American Fern Journal 99.3, pp. 200-206. DOI: 10.1640/0002-8444-99.3.200 PDF\nNitta, J. H. and M. J. Epps (2009). “Hemi-epiphytism in Vandenboschia collariata (Hymenophyllaceae)”. In: Brittonia 61.4, pp. 392-397. DOI: 10.1007/s12228-009-9097-5 PDF" + }, + { + "objectID": "publications.html#section-13", + "href": "publications.html#section-13", + "title": "論文", + "section": "2008", + "text": "2008\nNitta, J. H. (2008). “Exploring the utility of three plastid loci for biocoding the filmy ferns (Hymenophyllaceae) of Moorea”. In: Taxon 57.3, pp. 725-736. DOI: 10.1002/tax.573006 PDF\nNitta, J. H. and P. O’grady (2008). “Mitochondrial phylogeny of the endemic Hawaiian craneflies (Diptera, Limoniidae, Dicranomyia): Implications for biogeography and species formation”. In: Molecular Phylogenetics and Evolution 46.3, pp. 1182-1190. DOI: 10.1016/j.ympev.2007.12.021 PDF" + }, + { + "objectID": "index.html", + "href": "index.html", + "title": "ニッタ ジョエル", + "section": "", + "text": "初めまして、千葉大学 大学院国際学術研究院・国際教養学部の准教授のニッタ ジョエルです。私はシダ植物の進化と生態学を研究しています。\nシダ植物は非常にユニークなライフサイクルを持つ、とても面白い研究対象です。普段目にしている植物は「胞子体」（二倍体）ですが、もう一つ、極めて小さな（通常は１センチ以下）「配偶体」（一倍体）というライフステージもあり、両方とも独立に生息しています。この特徴は他の陸上植物と根本的に異なり、シダ植物の進化にとって非常に大きな意味を持っています。私は特にシダ植物のライフサイクルがその群集形成のプロセスや生態学などに与える影響について研究しています。\nそして、再現性可能な解析やコード、特にに興味があります。この話については、ブログを見てみてください。\n\n\n\n\nハーバード大学 | 進化生物学研究科博士課程　修了 | 2016年\n東京大学 | 生物科学専攻修士課程　修了 | 2010年\nカリフォルニア大学バークレー校 | 総合生物学・日本語専攻　卒業 | 2007年\n\n\n\n\n\n千葉大学 大学院国際学術研究院 国際教養学部 | 准教授 | 2023年4月 - 現在\n東京大学大学院理学系研究科岩崎研究室 | 特任助教 | 2020年4月 - 2023年3月\nスミソニアン国立自然史博物館 | 特別研究員 | 2019年1月 - 2020年3月\n国立科学博物館植物研究部 | 外国人特別研究員 | 2016年11月 - 2018年12月" + }, + { + "objectID": "index.html#自己紹介", + "href": "index.html#自己紹介", + "title": "ニッタ ジョエル", + "section": "", + "text": "初めまして、千葉大学 大学院国際学術研究院・国際教養学部の准教授のニッタ ジョエルです。私はシダ植物の進化と生態学を研究しています。\nシダ植物は非常にユニークなライフサイクルを持つ、とても面白い研究対象です。普段目にしている植物は「胞子体」（二倍体）ですが、もう一つ、極めて小さな（通常は１センチ以下）「配偶体」（一倍体）というライフステージもあり、両方とも独立に生息しています。この特徴は他の陸上植物と根本的に異なり、シダ植物の進化にとって非常に大きな意味を持っています。私は特にシダ植物のライフサイクルがその群集形成のプロセスや生態学などに与える影響について研究しています。\nそして、再現性可能な解析やコード、特にに興味があります。この話については、ブログを見てみてください。" + }, + { + "objectID": "index.html#教育歴", + "href": "index.html#教育歴", + "title": "ニッタ ジョエル", + "section": "", + "text": "ハーバード大学 | 進化生物学研究科博士課程　修了 | 2016年\n東京大学 | 生物科学専攻修士課程　修了 | 2010年\nカリフォルニア大学バークレー校 | 総合生物学・日本語専攻　卒業 | 2007年" + }, + { + "objectID": "index.html#職歴", + "href": "index.html#職歴", + "title": "ニッタ ジョエル", + "section": "", + "text": "千葉大学 大学院国際学術研究院 国際教養学部 | 准教授 | 2023年4月 - 現在\n東京大学大学院理学系研究科岩崎研究室 | 特任助教 | 2020年4月 - 2023年3月\nスミソニアン国立自然史博物館 | 特別研究員 | 2019年1月 - 2020年3月\n国立科学博物館植物研究部 | 外国人特別研究員 | 2016年11月 - 2018年12月" + }, + { + "objectID": "blog.html", + "href": "blog.html", + "title": "ブログ", + "section": "", + "text": "Making a fern family tree\n\n\n\n\n\n\nR\n\n\nferns\n\n\n\nHow to make a family-level phylogenetic tree of ferns (or anything else)\n\n\n\n\n\n2023/02/21\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\ncanaperがCRANに登録されました\n\n\n\n\n\n\nR\n\n\nSpatial phylogenetics\n\n\n\nRパッケージcanaperの紹介\n\n\n\n\n\n2022/10/07\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nEnable giscus in Distill\n\n\n\n\n\n\nblogging\n\n\ndistill\n\n\n\nHow to use the giscus commenting system on a Distill blog\n\n\n\n\n\n2021/11/24\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nManaging bioinformatics pipelines with R\n\n\n\n\n\n\nworkflow\n\n\nreproducibility\n\n\n\nHow to combine Conda, Docker, and R to run modular, reproducible bioinformatics pipelines\n\n\n\n\n\n2021/11/16\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nSelecting color schemes for mapping ancestral states\n\n\n\n\n\n\nr\n\n\nplotting\n\n\n\nHow to change the phytools default color scheme when visualizing the results of ancestral character state estimation\n\n\n\n\n\n2021/06/02\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nBuilding R docker images with secrets\n\n\n\n\n\n\ndocker\n\n\n\nKeep it secret. Keep it safe.\n\n\n\n\n\n2019/02/16\n\n\nJoel Nitta\n\n\n\n\n\n\n一致なし" + }, + { + "objectID": "talks.html", + "href": "talks.html", + "title": "オンライン発表", + "section": "", + "text": "【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ\n\n\n\n\n\n\nシダ植物\n\n\n\n\n\n\n\n\n\n2023/01/23\n\n\n\n\n\n\n\n\n\n\n\n\nManaging bioinformatics pipelines with R (rOpenSci コミュニティー・コール)\n\n\n\n\n\n\nR\n\n\n「targets」Rパッケージ\n\n\nチュートリアル\n\n\n\n\n\n\n\n\n\n2023/01/01\n\n\n\n\n\n\n\n\n\n\n\n\ntaxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 口頭発表)\n\n\n\n\n\n\nR\n\n\n生物多様性\n\n\n学会発表\n\n\n\n\n\n\n\n\n\n2022/09/27\n\n\n\n\n\n\n\n\n\n\n\n\nDNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium 口頭発表)\n\n\n\n\n\n\nシダ植物\n\n\n学会発表\n\n\n招待あり\n\n\n\n\n\n\n\n\n\n2022/09/27\n\n\n\n\n\n\n\n\n\n\n\n\nTranslation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 口頭発表)\n\n\n\n\n\n\nカーペントリーズ\n\n\n翻訳\n\n\n\n\n\n\n\n\n\n2022/08/10\n\n\n\n\n\n\n\n\n\n\n\n\nResolving Species Names Rapidly and Accurately with taxastand (Botany 2022 ポスター)\n\n\n\n\n\n\nR\n\n\n学会発表\n\n\n\n\n\n\n\n\n\n2022/07/24\n\n\n\n\n\n\n\n\n\n\n\n\nAn Open and Continuously Updated Fern Tree of Life (Botany 2022 口頭発表)\n\n\n\n\n\n\nシダ植物\n\n\n学会発表\n\n\n\n\n\n\n\n\n\n2022/07/24\n\n\n\n\n\n\n\n\n\n\n\n\nAn Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen ポスター)\n\n\n\n\n\n\nシダ植物\n\n\n学会発表\n\n\n\n\n\n\n\n\n\n2022/07/13\n\n\n\n\n\n\n\n\n\n\n\n\nModular, reproducible bioinformatics workflows with the targets R package (ISCBacademy チュートリアル)\n\n\n\n\n\n\nR\n\n\n「targets」Rパッケージ\n\n\nチュートリアル\n\n\n\n\n\n\n\n\n\n2022/06/30\n\n\n\n\n\n\n\n\n\n\n\n\nHow to use {targets} for effective workflows in R (BioC Asia ミートアップ)\n\n\n\n\n\n\nR\n\n\n「targets」Rパッケージ\n\n\nチュートリアル\n\n\n\n\n\n\n\n\n\n2022/05/07\n\n\n\n\n\n\n\n\n\n\n\n\nデータ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介\n\n\n\n\n\n\nR\n\n\n「targets」Rパッケージ\n\n\nチュートリアル\n\n\n\n\n\n\n\n\n\n2022/01/12\n\n\n\n\n\n\n\n\n\n\n\n\ncanaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 ポスター)\n\n\n\n\n\n\nR\n\n\n生物多様性\n\n\n学会発表\n\n\n\n\n\n\n\n\n\n2021/07/19\n\n\n\n\n\n\n\n\n\n\n\n\nExploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 口頭発表)\n\n\n\n\n\n\nシダ植物\n\n\n生物多様性\n\n\n学会発表\n\n\n\n\n\n\n\n\n\n2020/07/27\n\n\n\n\n\n\n一致なし" + }, + { + "objectID": "teaching.html", + "href": "teaching.html", + "title": "授業", + "section": "", + "text": "ウエブサイト\nシラバス" + }, + { + "objectID": "teaching.html#生物多様性と日本", + "href": "teaching.html#生物多様性と日本", + "title": "授業", + "section": "", + "text": "ウエブサイト\nシラバス" + }, + { + "objectID": "teaching.html#再現可能なデータ解析", + "href": "teaching.html#再現可能なデータ解析", + "title": "授業", + "section": "再現可能なデータ解析", + "text": "再現可能なデータ解析\n\nウエブサイト\nシラバス" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.ja.html", + "href": "posts/2023-02-21_fern-family-tree/index.ja.html", + "title": "Making a fern family tree", + "section": "", + "text": "Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?\nBasically it involves the following steps:\nThe code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.\nA few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.\nOf course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).\n# Load packages\nlibrary(tidyverse)\nlibrary(ftolr)\nlibrary(ape)\nlibrary(MonoPhy)\nlibrary(assertr)\n\n# Check FTOL version and cutoff date\nft_data_ver()\n\n[1] \"1.5.0\"\n\nft_data_ver(\"cutoff\")\n\n[1] \"2023-06-15\"\n\n# Load ultrametric fern tree, drop outgroup\nphy <- ft_tree(branch_len = \"ultra\", rooted = TRUE, drop_og = TRUE)\n\n# Inspect:\nphy\n\n\nPhylogenetic tree with 5750 tips and 5749 internal nodes.\n\nTip labels:\n Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...\nNode labels:\n 100/100, 100/100, 100, 100/100, 100, 90/100, ...\n\nRooted; includes branch lengths.\n\n# Load fern taxonomy\ntaxonomy <- ftol_taxonomy %>%\n # Subset to only species in tree\n filter(species %in% phy$tip.label)\n\n# Inspect:\ntaxonomy\n\n# A tibble: 5,750 × 8\n species genus subfamily family suborder order major_clade outgroup\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <lgl> \n 1 Acrostichum_danaeifolium Acrostichum Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 2 Actiniopteris_dimorpha Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 4 Actiniopteris_australis Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 5 Actiniopteris_radiata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 6 Onychium_cryptogrammoides Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 7 Onychium_moupinense Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 8 Onychium_japonicum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 9 Onychium_lucidum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n10 Onychium_plumosum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n# ℹ 5,740 more rows\n\n# Analyze monophyly of each family\nfamily_mono_test <- AssessMonophyly(\n phy,\n as.data.frame(taxonomy[, c(\"species\", \"family\")])\n)\n\n# Check that all families are monophyletic or monotypic\nfamily_mono_summary <-\n family_mono_test$family$result %>%\n rownames_to_column(\"family\") %>%\n as_tibble() %>%\n assert(in_set(\"Yes\", \"Monotypic\"), Monophyly)\n\n# Inspect:\nfamily_mono_summary\n\n# A tibble: 48 × 9\n family Monophyly MRCA `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> \n 1 Pteridaceae Yes 5760 897 0 0 \"\" NA \"\" \n 2 Polypodiaceae Yes 6666 935 0 0 \"\" NA \"\" \n 3 Davalliaceae Yes 7600 42 0 0 \"\" NA \"\" \n 4 Oleandraceae Yes 7641 10 0 0 \"\" NA \"\" \n 5 Tectariaceae Yes 7650 138 0 0 \"\" NA \"\" \n 6 Nephrolepidaceae Yes 7787 19 0 0 \"\" NA \"\" \n 7 Lomariopsidaceae Yes 7805 44 0 0 \"\" NA \"\" \n 8 Dryopteridaceae Yes 7848 984 0 0 \"\" NA \"\" \n 9 Didymochlaenaceae Yes 8831 9 0 0 \"\" NA \"\" \n10 Hypodematiaceae Yes 8839 26 0 0 \"\" NA \"\" \n# ℹ 38 more rows\n\n# Get one exemplar tip (species) per family\nrep_tips <-\n taxonomy %>%\n group_by(family) %>%\n slice(1) %>%\n ungroup()\n\n# Subset phylogeny to one tip per family\nphy_family <- ape::keep.tip(phy, rep_tips$species)\n\n# Relabel with family names\nnew_tips <-\ntibble(species = phy_family$tip.label) %>%\n left_join(rep_tips, by = \"species\") %>%\n pull(family)\n\nphy_family$tip.label <- new_tips\n\n# Visualize tree\nplot(ladderize(phy_family), no.margin = TRUE)" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.ja.html#reproducibility", + "href": "posts/2023-02-21_fern-family-tree/index.ja.html#reproducibility", + "title": "Making a fern family tree", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.ja.html#footnotes", + "href": "posts/2023-02-21_fern-family-tree/index.ja.html#footnotes", + "title": "Making a fern family tree", + "section": "脚注", + "text": "脚注\n\n\nAnother condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html", + "title": "Building R docker images with secrets", + "section": "", + "text": "Top secret\nDocker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?\nThere are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#a-simple-example", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#a-simple-example", + "title": "Building R docker images with secrets", + "section": "A simple example", + "text": "A simple example\nHere is how to use the new Docker features to securely pass a secret during a build 1.\nThere are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...\nNext, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:\n# syntax=docker/dockerfile:1.0.0-experimental\nFROM rocker/tidyverse\nSave your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:\necho \"FABULOUS\" > my_secret_stash\nThis is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.\n# syntax = docker/dockerfile:1.0-experimental\nFROM alpine\n\nRUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\nTo see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash .\nI’ve truncated the output, but you should see something like this (the exact build step number may vary).\n\n#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\n#7 digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de\n#7 name: \"[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\"\n#7 started: 2019-02-18 20:51:20.1092144 +0000 UTC\n#7 0.668 FABULOUS\n#7 completed: 2019-02-18 20:51:21.0927656 +0000 UTC\n#7 duration: 983.5512ms\n\nCan you spot our secret? It’s showing up from the cat command. However, it will not remain in the image." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#installing-a-private-r-package", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#installing-a-private-r-package", + "title": "Building R docker images with secrets", + "section": "Installing a private R package", + "text": "Installing a private R package\nTo install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:\n# install_git_packages.R\nsecret <- commandArgs(trailing = TRUE)\ndevtools::install_github(\"joelnitta/my-private-package\", auth_token = secret)\ncommandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.\nWe will call this script from the Dockerfile and pass the secret to it.\nHere is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)\n# syntax = docker/dockerfile:1.0-experimental\nFROM rocker/tidyverse:3.5.1\n\nENV DEBIAN_FRONTEND noninteractive\n\nCOPY install_git_packages.R .\n\nRUN apt-get update\n\nRUN --mount=type=secret,id=mysecret \\\nRscript install_git_packages.R `cat /run/secrets/mysecret`\nLet’s build the image and tag it:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash . -t my_special_image\nThat’s it!" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#reproducibility", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#reproducibility", + "title": "Building R docker images with secrets", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#footnotes", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#footnotes", + "title": "Building R docker images with secrets", + "section": "脚注", + "text": "脚注\n\n\nNo guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎\nOf course, be sure to add the file containing the secret to .gitignore!↩︎" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html", + "href": "posts/2022-10-07_canaper/index.ja.html", + "title": "canaperがCRANに登録されました", + "section": "", + "text": "(Read this blogpost in English)\ncanaper v1.0.0がCRANに登録されました！今までいくつかのRパッケージを書いてGitHubで公開したことがありますが、自分のパッケージがCRANに登録されるのが初めてです。\nそもそも、canaperって一体何だろう？\nパッケージのDESCRIPTIONにはこのような文章があります：\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\nつまり、canaperは生物多様性の地理的分布を解析する関数を提供します。特に、生物の進化的な関係を考慮しながら、ある地域における固有性の種類を統計的に検証する、categorical analysis of neo- and paleo-endemism（CANAPE）というMishler等（2014）doi:10.1038/ncomms5473 が開発した解析を行います。\nもしも上の話を読んで「面白い！」と思ったら、是非続きを読んでください。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#canaperへの紹介", + "href": "posts/2022-10-07_canaper/index.ja.html#canaperへの紹介", + "title": "canaperがCRANに登録されました", + "section": "", + "text": "(Read this blogpost in English)\ncanaper v1.0.0がCRANに登録されました！今までいくつかのRパッケージを書いてGitHubで公開したことがありますが、自分のパッケージがCRANに登録されるのが初めてです。\nそもそも、canaperって一体何だろう？\nパッケージのDESCRIPTIONにはこのような文章があります：\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\nつまり、canaperは生物多様性の地理的分布を解析する関数を提供します。特に、生物の進化的な関係を考慮しながら、ある地域における固有性の種類を統計的に検証する、categorical analysis of neo- and paleo-endemism（CANAPE）というMishler等（2014）doi:10.1038/ncomms5473 が開発した解析を行います。\nもしも上の話を読んで「面白い！」と思ったら、是非続きを読んでください。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#系統的固有性とcanape", + "href": "posts/2022-10-07_canaper/index.ja.html#系統的固有性とcanape", + "title": "canaperがCRANに登録されました", + "section": "系統的固有性とCANAPE", + "text": "系統的固有性とCANAPE\n生物多様性は種数、つまり、ある地域における種の数で測られることがよくあります。それと同じように、固有性はある地域にしか生息しない種の数で測ることがよくあります。しかし、このような、種名だけを使うアプローチは種の進化的な歴史を考慮しません。最近、分子系統樹の増加によって、種の進化的な歴史を考慮した生物多様性を測定する方法がいくつか開発されました。その一つは系統的固有性(Phylogenetic endemism, PE; Rosauer ほか 2009)です。PEは種ではなく、系統樹の枝によって固有性を測る方法です。\nPEを使うことによって、生物多様性を生み出す進化的なプロセスを垣間見ることができる。例えば、PEの高い、短い枝が密集している地域は最近の種分化（放散）によってできた可能性があり、このような地域を「neo-endemic」と呼びます。一方で、PEの高い、長い枝が密集している地域はかつて広く分布していた系統が多く絶滅したことによってできた可能性が高く、このような地域を「paleo-endemic」と呼びます。このような地域の区別をするために、Mishler ほか (2014) がCANAPEという方法を開発しました。\ncanaperの目的はRでCANAPEを行うことです。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#実例オーストラリアのアカシア", + "href": "posts/2022-10-07_canaper/index.ja.html#実例オーストラリアのアカシア", + "title": "canaperがCRANに登録されました", + "section": "実例：オーストラリアのアカシア", + "text": "実例：オーストラリアのアカシア\n\n\n\nAcacia pycnantha、写真Bidgee\n\n\ncanaperには元々のCANAPEの論文で解析されたデータセットが備えられています。オーストラリア産のアカシア1 のデータです。系統樹とコミュニティマトリックス（群集⾏列）からなっています。このデータセットを用いて簡単なデモを行います2。\nここで詳細には入りませんが、この例についてもっと知りたければ、canaperのウェブサイトをご覧ください。\nCANAPE解析の全部を二つのコマンドだけでできます：cpr_rand_test()と cpr_classify_endem()。\n\nlibrary(canaper)\nlibrary(tidyverse)\n\n# 再現のためにシードを設定する\nset.seed(12345)\n\n# 1. ランダム化比解析を行う\nacacia_rand_res <- cpr_rand_test(\n acacia$comm, acacia$phy,\n null_model = \"curveball\",\n n_reps = 99, n_iterations = 10000,\n tbl_out = TRUE\n)\n\n# 2. 固有性を分類化する\nacacia_canape <- cpr_classify_endem(acacia_rand_res)\n\nでは、アウトプットをみてみましょう。\ncpr_rand_testがたくさん（全部で５４）の列を返します。コミュニティの各地点について、様々な（PEを含めた）指標です。\n\nacacia_rand_res\n\n# A tibble: 3,037 × 55\n site pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower\n <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>\n 1 -1025… 0.0145 0.0227 0.00506 -1.62 1 98\n 2 -1025… 0.0382 0.0497 0.00745 -1.54 8 91\n 3 -1025… 0.0378 0.0369 0.00635 0.138 55 44\n 4 -1025… 0.0570 0.0613 0.00829 -0.517 33 66\n 5 -1025… 0.0409 0.0419 0.00614 -0.172 41 58\n 6 -1025… 0.00998 0.0101 0.00193 -0.0429 49 48\n 7 -1025… 0.0187 0.0225 0.00393 -0.958 19 80\n 8 -1025… 0.0434 0.0536 0.00902 -1.14 15 84\n 9 -1025… 0.0111 0.0101 0.00197 0.495 81 18\n10 -1025… 0.0903 0.0876 0.0112 0.240 61 38\n# ℹ 3,027 more rows\n# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,\n# pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,\n# pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,\n# pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,\n# pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,\n# rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …\n\n\ncpr_classify_endem()がもう一つの列をデータに付けます。新しい列は固有性の種類です。それぞれの種類が何回観察されたのか、数えてみましょう：\n\ncount(acacia_canape, endem_type)\n\n# A tibble: 5 × 2\n endem_type n\n <chr> <int>\n1 mixed 176\n2 neo 5\n3 not significant 2827\n4 paleo 12\n5 super 17\n\n\nそして、今回計算した固有性の種類を地図にするとこうなります：\n\n\nコード\n# まず、図を作るためにデータをちょっといじる\n# （経緯度の列を加える）\nacacia_canape <- acacia_canape |>\n separate(site, c(\"long\", \"lat\"), sep = \":\") |>\n mutate(across(c(long, lat), parse_number))\n\n# 図のテーマをいじる\ntheme_update(\n panel.background = element_rect(fill = \"white\", color = \"white\"),\n panel.grid.major = element_line(color = \"grey60\"),\n panel.grid.minor = element_blank()\n )\n\nggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +\n geom_tile() +\n # cpr_endem_cols_4 はcanaperに入っているカラーユニバーサルデザインのパレット\n scale_fill_manual(values = cpr_endem_cols_4) +\n coord_fixed() +\n guides(\n fill = guide_legend(title.position = \"top\", label.position = \"bottom\")\n ) +\n theme(legend.position = \"bottom\", legend.title = element_blank())" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#ropensci", + "href": "posts/2022-10-07_canaper/index.ja.html#ropensci", + "title": "canaperがCRANに登録されました", + "section": "rOpenSci", + "text": "rOpenSci\nもう一つ今回で初めてだったのがROpenSciにパッケージを投稿することでした。rOpenSciはRで書かれた研究用のソフトを支援する団体です。もし自分の研究用のパッケージを公開しようと考えているなら、とてもおすすめです。\nというのは、まずはRパケージの書き方について非常に丁寧な説明書を提供しているからです。また、パッケージの自動的なチェックを行うパッケージも。これを使うだけでも自分のコードの腕がかなり上がりました。\n次に、rOpenSciに投稿されたパッケージは徹底的なコードレビュー（査読）を受けることになっています。こうすることによって、自分だけではなかなか気づかなかったことを教えていただき、さらにコードの改善につながりました3。\nしかし、何と言っても、やはりrOpenSciのコミュニティが素晴らしいです。とてもアクティブで広く開かれたコミュニティです。活動としては、Community Call（誰でも参加できるビデオコール）、バーチャルコーワークスペース、やSlackのチャットチャンネルがあります。\nご興味のある方は是非試してくださいね！そして、rOpenSciに感謝します!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#参考情報", + "href": "posts/2022-10-07_canaper/index.ja.html#参考情報", + "title": "canaperがCRANに登録されました", + "section": "参考情報", + "text": "参考情報\ncanaperについてもっと知りたい方はGitHubのサイト、パッケージのサイト、およびプレプリントをご覧下さい。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#参考文献", + "href": "posts/2022-10-07_canaper/index.ja.html#参考文献", + "title": "canaperがCRANに登録されました", + "section": "参考文献", + "text": "参考文献\n\n\nMishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, と Joseph T. Miller. 2014. 「Phylogenetic measures of biodiversity and neo- and paleo-endemism in Australian Acacia」. Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473.\n\n\nRosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, と Lyn G. Cook. 2009. 「Phylogenetic endemism: A new approach for identifying geographical concentrations of evolutionary history」. Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x." + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#再現性", + "href": "posts/2022-10-07_canaper/index.ja.html#再現性", + "title": "canaperがCRANに登録されました", + "section": "再現性", + "text": "再現性\n\n\nソースコード\nrenvのロックファイル" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#footnotes", + "href": "posts/2022-10-07_canaper/index.ja.html#footnotes", + "title": "canaperがCRANに登録されました", + "section": "脚注", + "text": "脚注\n\n\nアカシアはオーストラリアの被子植物の中で最も種が多い属です。１０００種近くあります。↩︎\nなお、本デモに使う解析設定は都合上使っているだけで、本格的な解析にはおすすめしません。↩︎\n査読者のKlaus SchliepとLuis Osorio、そして編集者のToby Hockingに感謝しています！↩︎" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\n図 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#tldr", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#tldr", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\n図 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#what-im-looking-for-in-a-pipeline-manager", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#what-im-looking-for-in-a-pipeline-manager", + "title": "Managing bioinformatics pipelines with R", + "section": "What I’m looking for in a pipeline manager", + "text": "What I’m looking for in a pipeline manager\nThese are some qualities that I want to see in a pipeline manager.\n\nAutomated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.\nEfficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.\nReproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#enter-targets", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#enter-targets", + "title": "Managing bioinformatics pipelines with R", + "section": "Enter targets", + "text": "Enter targets\nThe targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#targets-meets-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#targets-meets-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "targets meets Docker", + "text": "targets meets Docker\nHowever, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?\nMost bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.\nSo I will run most of the steps of the pipeline in available Docker containers." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#avoiding-docker-in-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#avoiding-docker-in-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "Avoiding Docker-in-Docker", + "text": "Avoiding Docker-in-Docker\n\n\n\n\n\n\n図 2: Image by Giordano Rossoni on unsplash.\n\n\n\nHowever, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3\nThe solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#first-things-first-set-up-the-project", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#first-things-first-set-up-the-project", + "title": "Managing bioinformatics pipelines with R", + "section": "First things first: Set up the project", + "text": "First things first: Set up the project\nI need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.\nFrom the command line, that just looks like:\n\nmkdir targets_bioinfo_example\ncd targets_bioinfo_example\n\nNext, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):\n\n\n# environment.yml\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml\n# renv.lock\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock\n# _targets.R\ncurl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R\n\nFrom here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.\nAlso, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#running-r-with-conda", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#running-r-with-conda", + "title": "Managing bioinformatics pipelines with R", + "section": "Running R with Conda", + "text": "Running R with Conda\nConda environments can be specified using a yml file, often named environment.yml.\nThis is the environment.yml file for this project:\nname: bioinfo-example-env\nchannels:\n - conda-forge\n - bioconda\n - defaults\ndependencies:\n - r-renv=0.14.*\nIt’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.\nWe can recreate the Conda environment from environment.yml (you should have downloaded it above) with:\n\n\nconda env create -f environment.yml\n\n\n\nCollecting package metadata (repodata.json): ...working... done\nSolving environment: ...working... done\n\n\n==> WARNING: A newer version of conda exists. <==\n current version: 23.5.0\n latest version: 23.7.4\n\nPlease update conda by running\n\n $ conda update -n base -c defaults conda\n\nOr to minimize the number of packages updated during conda update use\n\n conda install conda=23.7.4\n\n\n\nDownloading and Extracting Packages\n\nPreparing transaction: ...working... done\nVerifying transaction: ...working... done\nExecuting transaction: ...working... done\n#\n# To activate this environment, use\n#\n# $ conda activate bioinfo-example-env\n#\n# To deactivate an active environment, use\n#\n# $ conda deactivate\n\n\nAs the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.\nOn my computer, this looks like:\n(base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env\n(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R\n\nR version 4.1.1 (2021-08-10) -- \"Kick Things\"\nCopyright (C) 2021 The R Foundation for Statistical Computing\nPlatform: x86_64-apple-darwin13.4.0 (64-bit)\n\nR is free software and comes with ABSOLUTELY NO WARRANTY.\nYou are welcome to redistribute it under certain conditions.\nType 'license()' or 'licence()' for distribution details.\n\n Natural language support but running in an English locale\n\nR is a collaborative project with many contributors.\nType 'contributors()' for more information and\n'citation()' on how to cite R or R packages in publications.\n\nType 'demo()' for some demos, 'help()' for on-line help, or\n'help.start()' for an HTML browser interface to help.\nType 'q()' to quit R.\n\n> \nNotice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.\nNow we have a fixed version of R, with a fixed version of renv." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#maintain-r-packages-with-renv", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#maintain-r-packages-with-renv", + "title": "Managing bioinformatics pipelines with R", + "section": "Maintain R packages with renv", + "text": "Maintain R packages with renv\nThe next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.\nThis is what the entry in the renv.lock file for this project for the package Matrix looks like:\n\"Matrix\": {\n \"Package\": \"Matrix\",\n \"Version\": \"1.5-4\",\n \"Source\": \"Repository\",\n \"Repository\": \"CRAN\",\n \"Hash\": \"e779c7d9f35cc364438578f334cffee2\",\n \"Requirements\": [\n \"lattice\"\n ]\n}\nAssuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:\n\nrenv::activate() # Turn on renv\nrenv::restore() # Install packages\n\nYou should see something like this6:\nThe following package(s) will be updated:\n\n# CRAN ===============================\n- Matrix [* -> 1.3-4]\n- R6 [* -> 2.5.1]\n- Rcpp [* -> 1.0.7]\n- RcppArmadillo [* -> 0.10.6.0.0]\n- RcppParallel [* -> 5.1.4]\n- assertthat [* -> 0.2.1]\n- babelwhale [* -> 1.0.3]\n- callr [* -> 3.7.0]\n\n...\nIf you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#putting-it-all-together", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#putting-it-all-together", + "title": "Managing bioinformatics pipelines with R", + "section": "Putting it all together", + "text": "Putting it all together\nOK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.\nHere is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\n# (here, we are using Docker, not Singularity)\nset_default_config(create_docker_config())\n\n# Define workflow\nlist(\n # Download example fastq files\n tar_file(\n read_1, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq\",\n destfile = \"R1.fq\")\n \"R1.fq\"\n }\n ),\n tar_file(\n read_2, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq\",\n destfile = \"R2.fq\")\n \"R2.fq\"\n }\n ),\n # Clean the fastq file with fastp\n tar_file(\n fastp_out, {\n babelwhale::run(\n # Name of docker image, with tag specifying version\n \"quay.io/biocontainers/fastp:0.23.1--h79da9fb_0\",\n # Command to run\n command = \"fastp\",\n # Arguments to the command\n args = c(\n # fastq input files\n \"-i\", paste0(\"/wd/\", read_1), \n \"-I\", paste0(\"/wd/\", read_2), \n # fastq output files\n \"-o\", \"/wd/R1_trim.fq\",\n \"-O\", \"/wd/R2_trim.fq\",\n # trim report file\n \"-h\", \"/wd/trim_report.html\"),\n # Volume mounting specification\n # this uses getwd(), but here::here() is also a good method\n volumes = paste0(getwd(), \":/wd/\")\n )\n c(\"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\")\n }\n )\n)\n\nIn order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).\nFinally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:\n\ntargets::tar_make()\n\n▶ start target read_1\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'\nContent type 'text/plain; charset=utf-8' length 3041 bytes\n==================================================\ndownloaded 3041 bytes\n\n● built target read_1 [0.423 seconds]\n▶ start target read_2\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'\nContent type 'text/plain; charset=utf-8' length 3343 bytes\n==================================================\ndownloaded 3343 bytes\n\n● built target read_2 [0.421 seconds]\n▶ start target fastp_out\n● built target fastp_out [3.26 seconds]\n▶ end pipeline [4.159 seconds]\n\n\nYou should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder)." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#next-steps", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#next-steps", + "title": "Managing bioinformatics pipelines with R", + "section": "Next steps", + "text": "Next steps\n\n\n\n\n\n\n図 3: Image by JOHN TOWNER on unsplash\n\n\n\nThe example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.\nWe can also see this by visualizing the pipeline:\n\ntargets::tar_visnetwork()\n\n\n\n\n\nTo keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.\nBy splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\nset_default_config(create_docker_config())\n\n# Load functions\nsource(\"R/functions.R\")\n\ntar_plan(\n # Download example fastq files\n tar_file(read_1, download_read(\"R1.fq\")),\n tar_file(read_2, download_read(\"R2.fq\")),\n # Clean the fastq files with fastp\n tar_file(\n fastp_out, \n fastp(read_1, read_2, \"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\"\n )\n )\n)\n\nYou can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.\nFurthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.\nI have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#conclusion", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#conclusion", + "title": "Managing bioinformatics pipelines with R", + "section": "Conclusion", + "text": "Conclusion\nI am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#reproducibility", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#reproducibility", + "title": "Managing bioinformatics pipelines with R", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#footnotes", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#footnotes", + "title": "Managing bioinformatics pipelines with R", + "section": "脚注", + "text": "脚注\n\n\nDocker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎\nBioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎\nThink Inception.↩︎\nConda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎\nThe asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎\nI’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎\nI typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎\nI won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#about-contmap", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#about-contmap", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#default-colors", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#default-colors", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Default colors", + "text": "Default colors\nI have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.\nFor example, let’s borrow some example code and look at the default plot:\n\n# code modified slightly from http://www.phytools.org/eqg2015/asr.html\n\n## Load needed packages for this blogpost\nlibrary(phytools)\nlibrary(ggtree)\nlibrary(tidyverse)\nlibrary(scico)\nlibrary(viridisLite)\n\n\n## Load anole tree\nanole.tree <- read.tree(\"http://www.phytools.org/eqg2015/data/anole.tre\")\n\n## Load anole trait data, extract snout-vent-length (svl) as named vector\nsvl <- read_csv(\"http://www.phytools.org/eqg2015/data/svl.csv\") %>%\n mutate(svl = set_names(svl, species)) %>%\n pull(svl)\n\n# Plot with default color scheme\ncontmap_obj <- contMap(anole.tree, svl, plot = FALSE)\n\nplot(\n contmap_obj, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n\n\n図 1: Default rainbow color scheme. Pretty, but confusing.\n\n\n\n\n\nAlthough this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#defining-a-new-color-palette", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#defining-a-new-color-palette", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Defining a new color palette", + "text": "Defining a new color palette\nphytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:\n\n# colorRampPalette() produces a function\nmy_color_func <- colorRampPalette(c(\"red\", \"yellow\"))\nclass(my_color_func)\n\n[1] \"function\"\n\n# The function generates n colors interpolating between\n# the colors originally passed to colorRampPalette()\nmy_colors <- my_color_func(n = 6)\nscales::show_col(my_colors)\n\n\n\n\n\n\n\n図 2: A red-to-yellow color ramp.\n\n\n\n\n\nSo, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#using-viridis-or-scico-palettes", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#using-viridis-or-scico-palettes", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Using viridis or scico palettes", + "text": "Using viridis or scico palettes\nWell, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.\n\n# viridis color palette with 6 colors\nviridis(6)\n\n[1] \"#440154FF\" \"#414487FF\" \"#2A788EFF\" \"#22A884FF\" \"#7AD151FF\" \"#FDE725FF\"\n\n# colorRampPalette() replicating viridis color palette\ncolorRampPalette(viridis(6))(6)\n\n[1] \"#440154\" \"#414487\" \"#2A788E\" \"#22A884\" \"#7AD151\" \"#FDE725\"\n\n\nSo here is the viridis version of the phytools plot:\n\n# Count the number of unique character states in the observed data:\nn_cols <- n_distinct(svl)\n\n# Change the color palette\ncontmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_viridis, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n図 3: Viridis colors. Better.\n\n\n\n\n\nAnd here is another one, this time using a palette from scico:\n\n# Change the color palette\ncontmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = \"bilbao\"))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_scico, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n図 4: Scico colors. My personal favorite.\n\n\n\n\n\nI personally find this one even easier to interpret than viridis. It’s very clear which values are low and high." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#ggtree", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#ggtree", + "title": "Selecting color schemes for mapping ancestral states", + "section": "ggtree", + "text": "ggtree\nJust for completeness, here is code to replicate the plot in ggtree.\n\n# Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree\n\n# Fit an ancestral state character reconstruction\nfit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)\n\n# Make a dataframe with trait values at the tips\ntd <- data.frame(\n node = nodeid(anole.tree, names(svl)),\n trait = svl)\n\n# Make a dataframe with estimated trait values at the nodes\nnd <- data.frame(node = names(fit$ace), trait = fit$ace)\n\n# Combine these with the tree data for plotting with ggtree\nd <- rbind(td, nd)\nd$node <- as.numeric(d$node)\ntree <- full_join(anole.tree, d, by = 'node')\n\nggtree(\n tree, \n aes(color = trait), \n layout = 'circular', \n ladderize = FALSE, continuous = \"color\", size = 1) +\n # >>> The important part! <<<\n # Choose your favorite scale_color_* function here: \n scale_color_scico(palette = \"bilbao\") + \n geom_tiplab(hjust = -.1, size = 2, color = \"black\") + \n xlim(0, 1.2) + \n theme(\n legend.position = c(0, .82),\n legend.text = element_text(size = 8),\n legend.title = element_text(size = 8)\n ) \n\n\n\n\n\n\n\n図 5: Scico colors with ggtree.\n\n\n\n\n\nThat’s it!" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#reproducibility", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#reproducibility", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html", + "href": "posts/2021-11-24_using-giscus/index.ja.html", + "title": "Enable giscus in Distill", + "section": "", + "text": "Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#update-2022-06-06", + "href": "posts/2021-11-24_using-giscus/index.ja.html#update-2022-06-06", + "title": "Enable giscus in Distill", + "section": "", + "text": "Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#tldr", + "href": "posts/2021-11-24_using-giscus/index.ja.html#tldr", + "title": "Enable giscus in Distill", + "section": "TL;DR", + "text": "TL;DR\n\ngiscus is a free, open-source commenting system for blogs that uses the GitHub API\ngiscus uses GitHub Discussions (not Issues) to store data\nI show how to enable giscus on a Distill blog\n\n\n\n\n\n\n\n図 1: Image by Adam Solomon on unsplash" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#why-distill-and-giscus", + "href": "posts/2021-11-24_using-giscus/index.ja.html#why-distill-and-giscus", + "title": "Enable giscus in Distill", + "section": "Why Distill and giscus?", + "text": "Why Distill and giscus?\nLike many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!\nFortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#how-to-set-up-giscus-on-distill", + "href": "posts/2021-11-24_using-giscus/index.ja.html#how-to-set-up-giscus-on-distill", + "title": "Enable giscus in Distill", + "section": "How to set up giscus on Distill", + "text": "How to set up giscus on Distill\nThere are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!\n\nEnable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).\nInstall the giscus GitHub app and configure it to have access to your blog’s repo.\nGo to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.\n\n\n\n\n\n\n\n図 2: giscus configuration menu.\n\n\n\n\n\n\n\n\n\n図 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated.\n\n\n\nAs described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…\n\nAdd an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):\n\n<script>\n document.addEventListener(\"DOMContentLoaded\", function () {\n if (!/posts/.test(location.pathname)) {\n return;\n }\n\n var script = document.createElement(\"script\");\n script.src = \"https://giscus.app/client.js\";\n script.setAttribute(\"data-repo\", \"[ENTER REPO HERE]\");\n script.setAttribute(\"data-repo-id\", \"[ENTER REPO ID HERE]\");\n script.setAttribute(\"data-category\", \"[ENTER CATEGORY NAME HERE]\");\n script.setAttribute(\"data-category-id\", \"[ENTER CATEGORY ID HERE]\");\n script.setAttribute(\"data-mapping\", \"pathname\");\n script.setAttribute(\"data-reactions-enabled\", \"0\");\n script.setAttribute(\"data-emit-metadata\", \"0\");\n script.setAttribute(\"data-theme\", \"light\");\n script.setAttribute(\"data-lang\", \"en\");\n\n /* wait for article to load, append script to article element */\n var observer = new MutationObserver(function (mutations, observer) {\n var article = document.querySelector(\"d-article\");\n if (article) {\n observer.disconnect();\n /* HACK: article scroll */\n article.setAttribute(\"style\", \"overflow-y: hidden\");\n article.appendChild(script);\n }\n });\n\n observer.observe(document.body, { childList: true });\n });\n </script>\nIf you compare the above code with the HTML block in the giscus app (図 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.\n\nModify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:\n\noutput: \n distill::distill_article:\n includes:\n in_header: giscus.html\nThat’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#reproducibility", + "href": "posts/2021-11-24_using-giscus/index.ja.html#reproducibility", + "title": "Enable giscus in Distill", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#footnotes", + "href": "posts/2021-11-24_using-giscus/index.ja.html#footnotes", + "title": "Enable giscus in Distill", + "section": "脚注", + "text": "脚注\n\n\nI have converted my website to Quarto.↩︎\nblogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎\ndisqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎\nFor example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎\nThe _site.yml file is longer than this, but I’m just showing the relevant code to add. 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30'%3e%3cpath stroke='%23fffefd' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23fffefd' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: 0;--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #3b4d5b;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 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var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 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.nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 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6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #efb48c;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(223, 105, 25, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: #ebebeb;--bs-accordion-active-bg: #df6919}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23eca575'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23eca575'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0.75rem;--bs-breadcrumb-padding-y: 0.375rem;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: #3b4d5b;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: #ebebeb;--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: #ebebeb;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #fff;--bs-pagination-bg: #3b4d5b;--bs-pagination-border-width: 1px;--bs-pagination-border-color: transparent;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: #fff;--bs-pagination-hover-bg: rgba(255, 255, 255, 0.4);--bs-pagination-hover-border-color: transparent;--bs-pagination-focus-color: #b25414;--bs-pagination-focus-bg: #dee2e6;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(223, 105, 25, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #df6919;--bs-pagination-active-border-color: #df6919;--bs-pagination-disabled-color: rgba(255, 255, 255, 0.4);--bs-pagination-disabled-bg: #3b4d5b;--bs-pagination-disabled-border-color: transparent;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: 0.25rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #3b4d5b;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #df6919;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #fff;--bs-list-group-bg: #3b4d5b;--bs-list-group-border-color: transparent;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: #fff;--bs-list-group-action-hover-color: #fff;--bs-list-group-action-hover-bg: rgba(255, 255, 255, 0.4);--bs-list-group-action-active-color: #ebebeb;--bs-list-group-action-active-bg: #dee2e6;--bs-list-group-disabled-color: rgba(255, 255, 255, 0.4);--bs-list-group-disabled-bg: #3b4d5b;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #df6919;--bs-list-group-active-border-color: #df6919;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 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var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #fff;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' 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1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: rgba(0, 0, 0, 0.2);--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: rgba(0, 0, 0, 0.2);--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable 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body-end-outset page-end-inset page-end screen-end-inset] 1.5em [screen-end]}body:not(.floating):not(.docked) .page-columns.toc-left .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset page-start page-start-inset body-start-outset body-start body-content-start] minmax(0px, 1fr) [body-content-end body-end body-end-outset page-end-inset page-end screen-end-inset] 1.5em [screen-end]}nav[role=doc-toc]{display:none}}body,.page-row-navigation{grid-template-rows:[page-top] max-content [contents-top] max-content [contents-bottom] max-content [page-bottom]}.page-rows-contents{grid-template-rows:[content-top] minmax(max-content, 1fr) [content-bottom] minmax(60px, max-content) [page-bottom]}.page-full{grid-column:screen-start/screen-end !important}.page-columns>*{grid-column:body-content-start/body-content-end}.page-columns.column-page>*{grid-column:page-start/page-end}.page-columns.column-page-left 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none}.btn-outline-primary{--bs-btn-color: #2780e3;--bs-btn-border-color: #2780e3;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #2780e3;--bs-btn-hover-border-color: #2780e3;--bs-btn-focus-shadow-rgb: 39, 128, 227;--bs-btn-active-color: #fff;--bs-btn-active-bg: #2780e3;--bs-btn-active-border-color: #2780e3;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #2780e3;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #2780e3;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-secondary{--bs-btn-color: #343a40;--bs-btn-border-color: #343a40;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #343a40;--bs-btn-hover-border-color: #343a40;--bs-btn-focus-shadow-rgb: 52, 58, 64;--bs-btn-active-color: #fff;--bs-btn-active-bg: #343a40;--bs-btn-active-border-color: #343a40;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #343a40;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #343a40;--bs-btn-bg: 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#ff0039;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #ff0039;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-light{--bs-btn-color: #f8f9fa;--bs-btn-border-color: #f8f9fa;--bs-btn-hover-color: #000;--bs-btn-hover-bg: #f8f9fa;--bs-btn-hover-border-color: #f8f9fa;--bs-btn-focus-shadow-rgb: 248, 249, 250;--bs-btn-active-color: #000;--bs-btn-active-bg: #f8f9fa;--bs-btn-active-border-color: #f8f9fa;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #f8f9fa;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #f8f9fa;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-dark{--bs-btn-color: #343a40;--bs-btn-border-color: #343a40;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #343a40;--bs-btn-hover-border-color: #343a40;--bs-btn-focus-shadow-rgb: 52, 58, 64;--bs-btn-active-color: #fff;--bs-btn-active-bg: #343a40;--bs-btn-active-border-color: #343a40;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #343a40;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #343a40;--bs-btn-bg: transparent;--bs-gradient: none}.btn-link{--bs-btn-font-weight: 400;--bs-btn-color: #2780e3;--bs-btn-bg: transparent;--bs-btn-border-color: transparent;--bs-btn-hover-color: #1f66b6;--bs-btn-hover-border-color: transparent;--bs-btn-active-color: #1f66b6;--bs-btn-active-border-color: transparent;--bs-btn-disabled-color: #6c757d;--bs-btn-disabled-border-color: transparent;--bs-btn-box-shadow: 0 0 0 #000;--bs-btn-focus-shadow-rgb: 71, 147, 231;text-decoration:underline;-webkit-text-decoration:underline;-moz-text-decoration:underline;-ms-text-decoration:underline;-o-text-decoration:underline}.btn-link:focus-visible{color:var(--bs-btn-color)}.btn-link:hover{color:var(--bs-btn-hover-color)}.btn-lg,.btn-group-lg>.btn{--bs-btn-padding-y: 0.5rem;--bs-btn-padding-x: 1rem;--bs-btn-font-size:1.25rem;--bs-btn-border-radius: 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var(--bs-dropdown-item-padding-x);clear:both;font-weight:400;color:var(--bs-dropdown-link-color);text-align:inherit;text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;white-space:nowrap;background-color:rgba(0,0,0,0);border:0}.dropdown-item:hover,.dropdown-item:focus{color:var(--bs-dropdown-link-hover-color);background-color:var(--bs-dropdown-link-hover-bg)}.dropdown-item.active,.dropdown-item:active{color:var(--bs-dropdown-link-active-color);text-decoration:none;background-color:var(--bs-dropdown-link-active-bg)}.dropdown-item.disabled,.dropdown-item:disabled{color:var(--bs-dropdown-link-disabled-color);pointer-events:none;background-color:rgba(0,0,0,0)}.dropdown-menu.show{display:block}.dropdown-header{display:block;padding:var(--bs-dropdown-header-padding-y) 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auto}.btn-group>.btn-check:checked+.btn,.btn-group>.btn-check:focus+.btn,.btn-group>.btn:hover,.btn-group>.btn:focus,.btn-group>.btn:active,.btn-group>.btn.active,.btn-group-vertical>.btn-check:checked+.btn,.btn-group-vertical>.btn-check:focus+.btn,.btn-group-vertical>.btn:hover,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn.active{z-index:1}.btn-toolbar{display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;justify-content:flex-start;-webkit-justify-content:flex-start}.btn-toolbar .input-group{width:auto}.btn-group>:not(.btn-check:first-child)+.btn,.btn-group>.btn-group:not(:first-child){margin-left:calc(1px*-1)}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after{margin-left:0}.dropstart .dropdown-toggle-split::before{margin-right:0}.btn-sm+.dropdown-toggle-split,.btn-group-sm>.btn+.dropdown-toggle-split{padding-right:.375rem;padding-left:.375rem}.btn-lg+.dropdown-toggle-split,.btn-group-lg>.btn+.dropdown-toggle-split{padding-right:.75rem;padding-left:.75rem}.btn-group-vertical{flex-direction:column;-webkit-flex-direction:column;align-items:flex-start;-webkit-align-items:flex-start;justify-content:center;-webkit-justify-content:center}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group{width:100%}.btn-group-vertical>.btn:not(:first-child),.btn-group-vertical>.btn-group:not(:first-child){margin-top:calc(1px*-1)}.nav{--bs-nav-link-padding-x: 1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: #2780e3;--bs-nav-link-hover-color: #1f66b6;--bs-nav-link-disabled-color: rgba(52, 58, 64, 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var(--bs-navbar-hover-color);--bs-nav-link-disabled-color: var(--bs-navbar-disabled-color);display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;list-style:none}.navbar-nav .nav-link.active,.navbar-nav .nav-link.show{color:var(--bs-navbar-active-color)}.navbar-nav .dropdown-menu{position:static}.navbar-text{padding-top:.5rem;padding-bottom:.5rem;color:var(--bs-navbar-color)}.navbar-text a,.navbar-text a:hover,.navbar-text a:focus{color:var(--bs-navbar-active-color)}.navbar-collapse{flex-basis:100%;-webkit-flex-basis:100%;flex-grow:1;-webkit-flex-grow:1;align-items:center;-webkit-align-items:center}.navbar-toggler{padding:var(--bs-navbar-toggler-padding-y) var(--bs-navbar-toggler-padding-x);font-size:var(--bs-navbar-toggler-font-size);line-height:1;color:var(--bs-navbar-color);background-color:rgba(0,0,0,0);border:var(--bs-border-width) solid 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992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas 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.offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: #fdfeff;--bs-navbar-hover-color: rgba(253, 254, 255, 0.8);--bs-navbar-disabled-color: rgba(253, 254, 255, 0.75);--bs-navbar-active-color: #fdfeff;--bs-navbar-brand-color: #fdfeff;--bs-navbar-brand-hover-color: #fdfeff;--bs-navbar-toggler-border-color: rgba(253, 254, 255, 0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 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0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0}.card>.list-group:last-child{border-bottom-width:0}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}}.accordion{--bs-accordion-color: #343a40;--bs-accordion-bg: #fff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #343a40;--bs-accordion-btn-bg: #fff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23343a40'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%2310335b'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #93c0f1;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: #10335b;--bs-accordion-active-bg: #d4e6f9}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:not(:first-of-type){border-top:0}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(52, 58, 64, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #2780e3;--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: #1f66b6;--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: #1f66b6;--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #2780e3;--bs-pagination-active-border-color: #2780e3;--bs-pagination-disabled-color: rgba(52, 58, 64, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: 0.25rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 0 solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:.5rem}}.progress,.progress-stacked{--bs-progress-height: 0.5rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2780e3;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #343a40;--bs-list-group-bg: #fff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(52, 58, 64, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #343a40;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(52, 58, 64, 0.75);--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2780e3;--bs-list-group-active-border-color: #2780e3;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(52, 58, 64, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color)}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: #fff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;min-height:calc(100% - var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: 0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y)*.5) calc(var(--bs-modal-header-padding-x)*.5);margin:calc(-0.5*var(--bs-modal-header-padding-y)) calc(-0.5*var(--bs-modal-header-padding-x)) calc(-0.5*var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:flex-end;-webkit-justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap)*.5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width: 300px}}@media(min-width: 992px){.modal-lg,.modal-xl{--bs-modal-width: 800px}}@media(min-width: 1200px){.modal-xl{--bs-modal-width: 1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0}.modal-fullscreen .modal-body{overflow-y:auto}@media(max-width: 575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media(max-width: 767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media(max-width: 991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media(max-width: 1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media(max-width: 1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex: 1080;--bs-tooltip-max-width: 200px;--bs-tooltip-padding-x: 0.5rem;--bs-tooltip-padding-y: 0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color: #fff;--bs-tooltip-bg: #000;--bs-tooltip-border-radius: 0.25rem;--bs-tooltip-opacity: 0.9;--bs-tooltip-arrow-width: 0.8rem;--bs-tooltip-arrow-height: 0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:"Source Sans Pro",-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI 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1rem)}.bslib-mb-spacing{margin-bottom:var(--bslib-mb-spacer)}.bslib-gap-spacing{gap:var(--bslib-mb-spacer)}.bslib-gap-spacing>.bslib-mb-spacing,.bslib-gap-spacing>.form-group,.bslib-gap-spacing>p,.bslib-gap-spacing>pre{margin-bottom:0}.html-fill-container>.html-fill-item.bslib-mb-spacing{margin-bottom:0}.tab-content>.tab-pane.html-fill-container{display:none}.tab-content>.active.html-fill-container{display:flex}.tab-content.html-fill-container{padding:0}:root{--bslib-page-sidebar-title-bg: #2780e3;--bslib-page-sidebar-title-color: #fff}.bslib-page-title{background-color:var(--bslib-page-sidebar-title-bg);color:var(--bslib-page-sidebar-title-color);font-size:1.25rem;font-weight:300;padding:var(--bslib-spacer, 1rem);padding-left:1.5rem;margin-bottom:0;border-bottom:1px solid #dee2e6}.bslib-sidebar-layout{--bslib-sidebar-transition-duration: 500ms;--bslib-sidebar-transition-easing-x: cubic-bezier(0.8, 0.78, 0.22, 1.07);--bslib-sidebar-border: var(--bs-card-border-width, 1px) solid 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var(--bslib-sidebar-transition-duration);color:var(--bslib-sidebar-main-fg);background-color:var(--bslib-sidebar-main-bg)}.bslib-sidebar-layout>.sidebar{grid-column:1/2;width:100%;height:100%;border-right:var(--bslib-sidebar-vert-border);border-top-right-radius:0;border-bottom-right-radius:0;color:var(--bslib-sidebar-fg);background-color:var(--bslib-sidebar-bg);backdrop-filter:blur(5px)}.bslib-sidebar-layout>.sidebar>.sidebar-content{display:flex;flex-direction:column;gap:var(--bslib-spacer, 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this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=z.findOne(wt,this._indicatorsElement);e.classList.remove(yt),e.removeAttribute("aria-current");const i=z.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(yt),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===at,s=e||b(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>N.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r(dt).defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),d(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(yt),i.classList.remove(yt,c,l),this._isSliding=!1,r(ut)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return z.findOne(Et,this._element)}_getItems(){return z.find(At,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return p()?t===ct?lt:at:t===ct?at:lt}_orderToDirection(t){return p()?t===lt?ct:ht:t===lt?ht:ct}static jQueryInterface(t){return this.each((function(){const e=xt.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}N.on(document,bt,"[data-bs-slide], 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i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(Mt),this._element.classList.add(Pt,Nt),this._element.style[e]="",N.trigger(this._element,St)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(N.trigger(this._element,Dt).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,d(this._element),this._element.classList.add(Mt),this._element.classList.remove(Pt,Nt);for(const t of this._triggerArray){const e=z.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(Mt),this._element.classList.add(Pt),N.trigger(this._element,$t)}),this._element,!0)}_isShown(t=this._element){return 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e=t.state,i=t.name,n=e.rects.reference,s=e.rects.popper,o=e.modifiersData.preventOverflow,r=ii(e,{elementContext:"reference"}),a=ii(e,{altBoundary:!0}),l=oi(r,n),c=oi(a,s,o),h=ri(l),d=ri(c);e.modifiersData[i]={referenceClippingOffsets:l,popperEscapeOffsets:c,isReferenceHidden:h,hasPopperEscaped:d},e.attributes.popper=Object.assign({},e.attributes.popper,{"data-popper-reference-hidden":h,"data-popper-escaped":d})}},li={name:"offset",enabled:!0,phase:"main",requires:["popperOffsets"],fn:function(t){var e=t.state,i=t.options,n=t.name,s=i.offset,o=void 0===s?[0,0]:s,r=ee.reduce((function(t,i){return t[i]=function(t,e,i){var n=be(t),s=[Vt,zt].indexOf(n)>=0?-1:1,o="function"==typeof i?i(Object.assign({},e,{placement:t})):i,r=o[0],a=o[1];return 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J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu 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e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
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")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...g(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");N.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),N.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},N.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},As={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Es extends W{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new 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e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=z.find(bs,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(_s),this._activateParents(t),N.trigger(this._element,ps,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,ys))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);const e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No 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Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-o-down:before { + content: "\f0a7"; } + +.fa.fa-arrows-alt:before { + content: "\f31e"; } + +.fa.fa-group:before { + content: "\f0c0"; } + +.fa.fa-chain:before { + content: "\f0c1"; } + +.fa.fa-scissors:before { + content: "\f0c4"; } + +.fa.fa-files-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-files-o:before { + content: "\f0c5"; } + +.fa.fa-floppy-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-floppy-o:before { + content: "\f0c7"; } + +.fa.fa-navicon:before { + content: "\f0c9"; } + +.fa.fa-reorder:before { + content: "\f0c9"; } + +.fa.fa-pinterest { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pinterest-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus:before { + content: "\f0d5"; } + +.fa.fa-money { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-money:before { + content: "\f3d1"; } + +.fa.fa-unsorted:before { + content: "\f0dc"; } + +.fa.fa-sort-desc:before { + content: "\f0dd"; } + +.fa.fa-sort-asc:before { + content: "\f0de"; } + +.fa.fa-linkedin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-linkedin:before { + content: "\f0e1"; } + +.fa.fa-rotate-left:before { + content: "\f0e2"; } + +.fa.fa-legal:before { + content: "\f0e3"; } + +.fa.fa-tachometer:before { + content: "\f3fd"; } + +.fa.fa-dashboard:before { + content: "\f3fd"; } + +.fa.fa-comment-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-comment-o:before { + content: "\f075"; } + +.fa.fa-comments-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-comments-o:before { + content: "\f086"; } + +.fa.fa-flash:before { + content: "\f0e7"; } + +.fa.fa-clipboard { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-paste { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-paste:before { + content: "\f328"; } + +.fa.fa-lightbulb-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-lightbulb-o:before { + content: "\f0eb"; } + +.fa.fa-exchange:before { + content: "\f362"; } + +.fa.fa-cloud-download:before { + content: "\f381"; } + +.fa.fa-cloud-upload:before { + content: "\f382"; } + +.fa.fa-bell-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-bell-o:before { + content: "\f0f3"; } + +.fa.fa-cutlery:before { + content: "\f2e7"; } + +.fa.fa-file-text-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-text-o:before { + content: "\f15c"; } + +.fa.fa-building-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-building-o:before { + content: "\f1ad"; } + +.fa.fa-hospital-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hospital-o:before { + content: "\f0f8"; } + +.fa.fa-tablet:before { + content: "\f3fa"; } + +.fa.fa-mobile:before { + content: "\f3cd"; } + +.fa.fa-mobile-phone:before { + content: "\f3cd"; } + +.fa.fa-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-circle-o:before { + content: "\f111"; } + +.fa.fa-mail-reply:before { + content: "\f3e5"; } + +.fa.fa-github-alt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-folder-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-folder-o:before { + content: "\f07b"; } + +.fa.fa-folder-open-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-folder-open-o:before { + content: "\f07c"; } + +.fa.fa-smile-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-smile-o:before { + content: "\f118"; } + +.fa.fa-frown-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-frown-o:before { + content: "\f119"; } + +.fa.fa-meh-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-meh-o:before { + content: "\f11a"; } + +.fa.fa-keyboard-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-keyboard-o:before { + content: "\f11c"; } + +.fa.fa-flag-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-flag-o:before { + content: "\f024"; } + +.fa.fa-mail-reply-all:before { + content: "\f122"; } + +.fa.fa-star-half-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-star-half-o:before { + content: "\f089"; } + +.fa.fa-star-half-empty { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-star-half-empty:before { + content: "\f089"; } + +.fa.fa-star-half-full { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-star-half-full:before { + content: "\f089"; } + +.fa.fa-code-fork:before { + content: "\f126"; } + +.fa.fa-chain-broken:before { + content: "\f127"; } + +.fa.fa-shield:before { + content: "\f3ed"; } + +.fa.fa-calendar-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-o:before { + content: "\f133"; } + +.fa.fa-maxcdn { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-html5 { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-css3 { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ticket:before { + content: "\f3ff"; } + +.fa.fa-minus-square-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-minus-square-o:before { + content: "\f146"; } + +.fa.fa-level-up:before { + content: "\f3bf"; } + +.fa.fa-level-down:before { + content: "\f3be"; } + +.fa.fa-pencil-square:before { + content: "\f14b"; } + +.fa.fa-external-link-square:before { + content: "\f360"; } + +.fa.fa-compass { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-down { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-down:before { + content: "\f150"; } + +.fa.fa-toggle-down { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-down:before { + content: "\f150"; } + +.fa.fa-caret-square-o-up { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-up:before { + content: "\f151"; } + +.fa.fa-toggle-up { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-up:before { + content: "\f151"; } + +.fa.fa-caret-square-o-right { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-right:before { + content: "\f152"; } + +.fa.fa-toggle-right { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-right:before { + content: "\f152"; } + +.fa.fa-eur:before { + content: "\f153"; } + +.fa.fa-euro:before { + content: "\f153"; } + +.fa.fa-gbp:before { + content: "\f154"; } + +.fa.fa-usd:before { + content: "\f155"; } + +.fa.fa-dollar:before { + content: "\f155"; } + +.fa.fa-inr:before { + content: "\f156"; } + +.fa.fa-rupee:before { + content: "\f156"; } + +.fa.fa-jpy:before { + content: "\f157"; } + +.fa.fa-cny:before { + content: "\f157"; } + +.fa.fa-rmb:before { + content: "\f157"; } + +.fa.fa-yen:before { + content: "\f157"; } + +.fa.fa-rub:before { + content: "\f158"; } + +.fa.fa-ruble:before { + content: "\f158"; } + +.fa.fa-rouble:before { + content: "\f158"; } + +.fa.fa-krw:before { + content: "\f159"; } + +.fa.fa-won:before { + content: "\f159"; } + +.fa.fa-btc { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitcoin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitcoin:before { + content: "\f15a"; } + +.fa.fa-file-text:before { + content: "\f15c"; } + +.fa.fa-sort-alpha-asc:before { + content: "\f15d"; } + +.fa.fa-sort-alpha-desc:before { + content: "\f15e"; } + +.fa.fa-sort-amount-asc:before { + content: "\f160"; } + +.fa.fa-sort-amount-desc:before { + content: "\f161"; } + +.fa.fa-sort-numeric-asc:before { + content: "\f162"; } + +.fa.fa-sort-numeric-desc:before { + content: "\f163"; } + +.fa.fa-youtube-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-youtube { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-xing { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-xing-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-youtube-play { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-youtube-play:before { + content: "\f167"; } + +.fa.fa-dropbox { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stack-overflow { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-instagram { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-flickr { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-adn { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitbucket { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitbucket-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitbucket-square:before { + content: "\f171"; } + +.fa.fa-tumblr { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-tumblr-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-long-arrow-down:before { + content: "\f309"; } + +.fa.fa-long-arrow-up:before { + content: "\f30c"; } + +.fa.fa-long-arrow-left:before { + content: "\f30a"; } + +.fa.fa-long-arrow-right:before { + content: "\f30b"; } + +.fa.fa-apple { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-windows { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-android { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-linux { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-dribbble { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-skype { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-foursquare { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-trello { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gratipay { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gittip { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gittip:before { + content: "\f184"; } + +.fa.fa-sun-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-sun-o:before { + content: "\f185"; } + +.fa.fa-moon-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-moon-o:before { + content: "\f186"; } + +.fa.fa-vk { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-weibo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-renren { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pagelines { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stack-exchange { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-arrow-circle-o-right { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-arrow-circle-o-right:before { + content: "\f35a"; } + +.fa.fa-arrow-circle-o-left { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-arrow-circle-o-left:before { + content: "\f359"; } + +.fa.fa-caret-square-o-left { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-left:before { + content: "\f191"; } + +.fa.fa-toggle-left { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-left:before { + content: "\f191"; } + +.fa.fa-dot-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-dot-circle-o:before { + content: "\f192"; } + +.fa.fa-vimeo-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-try:before { + content: "\f195"; } + +.fa.fa-turkish-lira:before { + content: "\f195"; } + +.fa.fa-plus-square-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-plus-square-o:before { + content: "\f0fe"; } + +.fa.fa-slack { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wordpress { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-openid { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-institution:before { + content: "\f19c"; } + +.fa.fa-bank:before { + content: "\f19c"; } + +.fa.fa-mortar-board:before { + content: "\f19d"; } + +.fa.fa-yahoo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-reddit { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-reddit-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stumbleupon-circle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stumbleupon { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-delicious { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-digg { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pied-piper-pp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pied-piper-alt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-drupal { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-joomla { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-spoon:before { + content: "\f2e5"; } + +.fa.fa-behance { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-behance-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-steam { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-steam-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-automobile:before { + content: "\f1b9"; } + +.fa.fa-cab:before { + content: "\f1ba"; } + +.fa.fa-envelope-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-envelope-o:before { + content: "\f0e0"; } + +.fa.fa-deviantart { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-soundcloud { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-file-pdf-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-pdf-o:before { + content: "\f1c1"; } + +.fa.fa-file-word-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-word-o:before { + content: "\f1c2"; } + +.fa.fa-file-excel-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-excel-o:before { + content: "\f1c3"; } + +.fa.fa-file-powerpoint-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-powerpoint-o:before { + content: "\f1c4"; } + +.fa.fa-file-image-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-image-o:before { + content: "\f1c5"; } + +.fa.fa-file-photo-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-photo-o:before { + content: "\f1c5"; } + +.fa.fa-file-picture-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-picture-o:before { + content: "\f1c5"; } + +.fa.fa-file-archive-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-archive-o:before { + content: "\f1c6"; } + +.fa.fa-file-zip-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-zip-o:before { + content: "\f1c6"; } + +.fa.fa-file-audio-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-audio-o:before { + content: "\f1c7"; } + +.fa.fa-file-sound-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-sound-o:before { + content: "\f1c7"; } + +.fa.fa-file-video-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-video-o:before { + content: "\f1c8"; } + +.fa.fa-file-movie-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-movie-o:before { + content: "\f1c8"; } + +.fa.fa-file-code-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-code-o:before { + content: "\f1c9"; } + +.fa.fa-vine { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-codepen { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-jsfiddle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-life-ring { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-bouy { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-bouy:before { + content: "\f1cd"; } + +.fa.fa-life-buoy { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-buoy:before { + content: "\f1cd"; } + +.fa.fa-life-saver { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-saver:before { + content: "\f1cd"; } + +.fa.fa-support { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-support:before { + content: "\f1cd"; } + +.fa.fa-circle-o-notch:before { + content: "\f1ce"; } + +.fa.fa-rebel { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ra { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ra:before { + content: "\f1d0"; } + +.fa.fa-resistance { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-resistance:before { + content: "\f1d0"; } + +.fa.fa-empire { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ge { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ge:before { + content: "\f1d1"; } + +.fa.fa-git-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-git { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-hacker-news { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-y-combinator-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-y-combinator-square:before { + content: "\f1d4"; } + +.fa.fa-yc-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yc-square:before { + content: "\f1d4"; } + +.fa.fa-tencent-weibo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-qq { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-weixin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wechat { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wechat:before { + content: "\f1d7"; } + +.fa.fa-send:before { + content: "\f1d8"; } + +.fa.fa-paper-plane-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-paper-plane-o:before { + content: "\f1d8"; } + +.fa.fa-send-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-send-o:before { + content: "\f1d8"; } + +.fa.fa-circle-thin { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-circle-thin:before { + content: "\f111"; } + +.fa.fa-header:before { + content: "\f1dc"; } + +.fa.fa-sliders:before { + content: "\f1de"; } + +.fa.fa-futbol-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-futbol-o:before { + content: "\f1e3"; } + +.fa.fa-soccer-ball-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-soccer-ball-o:before { + content: "\f1e3"; } + +.fa.fa-slideshare { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-twitch { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yelp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-newspaper-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-newspaper-o:before { + content: "\f1ea"; } + +.fa.fa-paypal { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-wallet { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-visa { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-mastercard { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-discover { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-amex { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-paypal { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-stripe { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bell-slash-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-bell-slash-o:before { + content: "\f1f6"; } + +.fa.fa-trash:before { + content: "\f2ed"; } + +.fa.fa-copyright { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-eyedropper:before { + content: "\f1fb"; } + +.fa.fa-area-chart:before { + content: "\f1fe"; } + +.fa.fa-pie-chart:before { + content: "\f200"; } + +.fa.fa-line-chart:before { + content: "\f201"; } + +.fa.fa-lastfm { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-lastfm-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ioxhost { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-angellist { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-cc:before { + content: "\f20a"; } + +.fa.fa-ils:before { + content: "\f20b"; } + +.fa.fa-shekel:before { + content: "\f20b"; } + +.fa.fa-sheqel:before { + content: "\f20b"; } + +.fa.fa-meanpath { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-meanpath:before { + content: "\f2b4"; } + +.fa.fa-buysellads { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-connectdevelop { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-dashcube { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-forumbee { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-leanpub { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-sellsy { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-shirtsinbulk { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-simplybuilt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-skyatlas { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-diamond { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-diamond:before { + content: "\f3a5"; } + +.fa.fa-intersex:before { + content: "\f224"; } + +.fa.fa-facebook-official { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-facebook-official:before { + content: "\f09a"; } + +.fa.fa-pinterest-p { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-whatsapp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-hotel:before { + content: "\f236"; } + +.fa.fa-viacoin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-medium { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-y-combinator { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yc { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yc:before { + content: "\f23b"; } + +.fa.fa-optin-monster { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-opencart { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-expeditedssl { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-battery-4:before { + content: "\f240"; } + +.fa.fa-battery:before { + content: "\f240"; } + +.fa.fa-battery-3:before { + content: "\f241"; } + +.fa.fa-battery-2:before { + content: "\f242"; } + +.fa.fa-battery-1:before { + content: "\f243"; } + +.fa.fa-battery-0:before { + content: "\f244"; } + +.fa.fa-object-group { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-object-ungroup { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-sticky-note-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-sticky-note-o:before { + content: "\f249"; } + +.fa.fa-cc-jcb { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-diners-club { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-clone { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hourglass-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hourglass-o:before { + content: "\f254"; } + +.fa.fa-hourglass-1:before { + content: "\f251"; } + +.fa.fa-hourglass-2:before { + content: "\f252"; } + +.fa.fa-hourglass-3:before { + content: "\f253"; } + +.fa.fa-hand-rock-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-rock-o:before { + content: "\f255"; } + +.fa.fa-hand-grab-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-grab-o:before { + content: "\f255"; } + +.fa.fa-hand-paper-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-paper-o:before { + content: "\f256"; } + +.fa.fa-hand-stop-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-stop-o:before { + content: "\f256"; } + +.fa.fa-hand-scissors-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-scissors-o:before { + content: "\f257"; } + +.fa.fa-hand-lizard-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-lizard-o:before { + content: "\f258"; } + +.fa.fa-hand-spock-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-spock-o:before { + content: "\f259"; } + +.fa.fa-hand-pointer-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-pointer-o:before { + content: "\f25a"; } + +.fa.fa-hand-peace-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-peace-o:before { + content: "\f25b"; } + +.fa.fa-registered { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-creative-commons { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gg { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gg-circle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-tripadvisor { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-odnoklassniki { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-odnoklassniki-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-get-pocket { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wikipedia-w { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-safari { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-chrome { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-firefox { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-opera { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-internet-explorer { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-television:before { + content: "\f26c"; } + +.fa.fa-contao { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-500px { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-amazon { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-calendar-plus-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-plus-o:before { + content: "\f271"; } + +.fa.fa-calendar-minus-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-minus-o:before { + content: "\f272"; } + +.fa.fa-calendar-times-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-times-o:before { + content: "\f273"; } + +.fa.fa-calendar-check-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-check-o:before { + content: "\f274"; } + +.fa.fa-map-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-map-o:before { + content: "\f279"; } + +.fa.fa-commenting { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-commenting:before { + content: "\f4ad"; } + +.fa.fa-commenting-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-commenting-o:before { + content: "\f4ad"; } + +.fa.fa-houzz { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-vimeo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-vimeo:before { + content: "\f27d"; } + +.fa.fa-black-tie { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fonticons { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-reddit-alien { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-edge { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-credit-card-alt:before { + content: "\f09d"; } + +.fa.fa-codiepie { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-modx { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fort-awesome { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-usb { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-product-hunt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-mixcloud { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-scribd { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pause-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-pause-circle-o:before { + content: "\f28b"; } + +.fa.fa-stop-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-stop-circle-o:before { + content: "\f28d"; } + +.fa.fa-bluetooth { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bluetooth-b { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gitlab { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wpbeginner { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wpforms { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-envira { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wheelchair-alt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wheelchair-alt:before { + content: "\f368"; } + +.fa.fa-question-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-question-circle-o:before { + content: "\f059"; } + +.fa.fa-volume-control-phone:before { + content: "\f2a0"; } + +.fa.fa-asl-interpreting:before { + content: "\f2a3"; } + +.fa.fa-deafness:before { + content: "\f2a4"; } + +.fa.fa-hard-of-hearing:before { + content: "\f2a4"; } + +.fa.fa-glide { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-glide-g { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-signing:before { + content: "\f2a7"; } + +.fa.fa-viadeo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-viadeo-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-snapchat { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-snapchat-ghost { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-snapchat-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pied-piper { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-first-order { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yoast { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-themeisle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-official { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-official:before { + content: "\f2b3"; } + +.fa.fa-google-plus-circle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-circle:before { + content: "\f2b3"; } + +.fa.fa-font-awesome { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fa { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fa:before { + content: "\f2b4"; } + +.fa.fa-handshake-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-handshake-o:before { + content: "\f2b5"; } + +.fa.fa-envelope-open-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-envelope-open-o:before { + content: "\f2b6"; } + +.fa.fa-linode { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-address-book-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-address-book-o:before { + content: "\f2b9"; } + +.fa.fa-vcard:before { + content: "\f2bb"; } + +.fa.fa-address-card-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-address-card-o:before { + content: "\f2bb"; } + +.fa.fa-vcard-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-vcard-o:before { + content: "\f2bb"; } + +.fa.fa-user-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-user-circle-o:before { + content: "\f2bd"; } + +.fa.fa-user-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-user-o:before { + content: "\f007"; } + +.fa.fa-id-badge { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-drivers-license:before { + content: "\f2c2"; } + +.fa.fa-id-card-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-id-card-o:before { + content: "\f2c2"; } + +.fa.fa-drivers-license-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-drivers-license-o:before { + content: "\f2c2"; } + +.fa.fa-quora { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-free-code-camp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-telegram { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-thermometer-4:before { + content: "\f2c7"; } + +.fa.fa-thermometer:before { + content: "\f2c7"; } + +.fa.fa-thermometer-3:before { + content: "\f2c8"; } + +.fa.fa-thermometer-2:before { + content: "\f2c9"; } + +.fa.fa-thermometer-1:before { + content: "\f2ca"; } + +.fa.fa-thermometer-0:before { + content: "\f2cb"; } + +.fa.fa-bathtub:before { + content: "\f2cd"; } + +.fa.fa-s15:before { + content: "\f2cd"; } + +.fa.fa-window-maximize { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-window-restore { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-times-rectangle:before { + content: "\f410"; } + +.fa.fa-window-close-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-window-close-o:before { + content: "\f410"; } + +.fa.fa-times-rectangle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-times-rectangle-o:before { + content: "\f410"; } + +.fa.fa-bandcamp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-grav { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-etsy { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-imdb { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ravelry { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-eercast { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-eercast:before { + content: "\f2da"; } + +.fa.fa-snowflake-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-snowflake-o:before { + content: "\f2dc"; } + +.fa.fa-superpowers { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wpexplorer { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-spotify { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } diff --git a/ja/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot b/ja/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot new file mode 100644 index 0000000..f8e4818 Binary files /dev/null and b/ja/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot differ diff --git a/ja/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg b/ja/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg new file mode 100644 index 0000000..68eb65a --- /dev/null +++ b/ja/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg @@ -0,0 +1,1127 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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100644 index 0000000..9ef566a Binary files /dev/null and b/ja/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.woff2 differ diff --git a/ja/site_libs/htmlwidgets-1.5.4/htmlwidgets.js b/ja/site_libs/htmlwidgets-1.5.4/htmlwidgets.js new file mode 100644 index 0000000..da8b236 --- /dev/null +++ b/ja/site_libs/htmlwidgets-1.5.4/htmlwidgets.js @@ -0,0 +1,903 @@ +(function() { + // If window.HTMLWidgets is already defined, then use it; otherwise create a + // new object. This allows preceding code to set options that affect the + // initialization process (though none currently exist). + window.HTMLWidgets = window.HTMLWidgets || {}; + + // See if we're running in a viewer pane. If not, we're in a web browser. + var viewerMode = window.HTMLWidgets.viewerMode = + /\bviewer_pane=1\b/.test(window.location); + + // See if we're running in Shiny mode. If not, it's a static document. + // Note that static widgets can appear in both Shiny and static modes, but + // obviously, Shiny widgets can only appear in Shiny apps/documents. + var shinyMode = window.HTMLWidgets.shinyMode = + typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings; + + // We can't count on jQuery being available, so we implement our own + // version if necessary. + function querySelectorAll(scope, selector) { + if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) { + return scope.find(selector); + } + if (scope.querySelectorAll) { + return scope.querySelectorAll(selector); + } + } + + function asArray(value) { + if (value === null) + return []; + if ($.isArray(value)) + return value; + return [value]; + } + + // Implement jQuery's extend + function extend(target /*, ... */) { + if (arguments.length == 1) { + return target; + } + for (var i = 1; i < arguments.length; i++) { + var source = arguments[i]; + for (var prop in source) { + if (source.hasOwnProperty(prop)) { + target[prop] = source[prop]; + } + } + } + return target; + } + + // IE8 doesn't support Array.forEach. + function forEach(values, callback, thisArg) { + if (values.forEach) { + values.forEach(callback, thisArg); + } else { + for (var i = 0; i < values.length; i++) { + callback.call(thisArg, values[i], i, values); + } + } + } + + // Replaces the specified method with the return value of funcSource. + // + // Note that funcSource should not BE the new method, it should be a function + // that RETURNS the new method. funcSource receives a single argument that is + // the overridden method, it can be called from the new method. The overridden + // method can be called like a regular function, it has the target permanently + // bound to it so "this" will work correctly. + function overrideMethod(target, methodName, funcSource) { + var superFunc = target[methodName] || function() {}; + var superFuncBound = function() { + return superFunc.apply(target, arguments); + }; + target[methodName] = funcSource(superFuncBound); + } + + // Add a method to delegator that, when invoked, calls + // delegatee.methodName. If there is no such method on + // the delegatee, but there was one on delegator before + // delegateMethod was called, then the original version + // is invoked instead. + // For example: + // + // var a = { + // method1: function() { console.log('a1'); } + // method2: function() { console.log('a2'); } + // }; + // var b = { + // method1: function() { console.log('b1'); } + // }; + // delegateMethod(a, b, "method1"); + // delegateMethod(a, b, "method2"); + // a.method1(); + // a.method2(); + // + // The output would be "b1", "a2". + function delegateMethod(delegator, delegatee, methodName) { + var inherited = delegator[methodName]; + delegator[methodName] = function() { + var target = delegatee; + var method = delegatee[methodName]; + + // The method doesn't exist on the delegatee. Instead, + // call the method on the delegator, if it exists. + if (!method) { + target = delegator; + method = inherited; + } + + if (method) { + return method.apply(target, arguments); + } + }; + } + + // Implement a vague facsimilie of jQuery's data method + function elementData(el, name, value) { + if (arguments.length == 2) { + return el["htmlwidget_data_" + name]; + } else if (arguments.length == 3) { + el["htmlwidget_data_" + name] = value; + return el; + } else { + throw new Error("Wrong number of arguments for elementData: " + + arguments.length); + } + } + + // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex + function escapeRegExp(str) { + return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&"); + } + + function hasClass(el, className) { + var re = new RegExp("\\b" + escapeRegExp(className) + "\\b"); + return re.test(el.className); + } + + // elements - array (or array-like object) of HTML elements + // className - class name to test for + // include - if true, only return elements with given className; + // if false, only return elements *without* given className + function filterByClass(elements, className, include) { + var results = []; + for (var i = 0; i < elements.length; i++) { + if (hasClass(elements[i], className) == include) + results.push(elements[i]); + } + return results; + } + + function on(obj, eventName, func) { + if (obj.addEventListener) { + obj.addEventListener(eventName, func, false); + } else if (obj.attachEvent) { + obj.attachEvent(eventName, func); + } + } + + function off(obj, eventName, func) { + if (obj.removeEventListener) + obj.removeEventListener(eventName, func, false); + else if (obj.detachEvent) { + obj.detachEvent(eventName, func); + } + } + + // Translate array of values to top/right/bottom/left, as usual with + // the "padding" CSS property + // https://developer.mozilla.org/en-US/docs/Web/CSS/padding + function unpackPadding(value) { + if (typeof(value) === "number") + value = [value]; + if (value.length === 1) { + return {top: value[0], right: value[0], bottom: value[0], left: value[0]}; + } + if (value.length === 2) { + return {top: value[0], right: value[1], bottom: value[0], left: value[1]}; + } + if (value.length === 3) { + return {top: value[0], right: value[1], bottom: value[2], left: value[1]}; + } + if (value.length === 4) { + return {top: value[0], right: value[1], bottom: value[2], left: value[3]}; + } + } + + // Convert an unpacked padding object to a CSS value + function paddingToCss(paddingObj) { + return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px"; + } + + // Makes a number suitable for CSS + function px(x) { + if (typeof(x) === "number") + return x + "px"; + else + return x; + } + + // Retrieves runtime widget sizing information for an element. + // The return value is either null, or an object with fill, padding, + // defaultWidth, defaultHeight fields. + function sizingPolicy(el) { + var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']"); + if (!sizingEl) + return null; + var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}"); + if (viewerMode) { + return sp.viewer; + } else { + return sp.browser; + } + } + + // @param tasks Array of strings (or falsy value, in which case no-op). + // Each element must be a valid JavaScript expression that yields a + // function. Or, can be an array of objects with "code" and "data" + // properties; in this case, the "code" property should be a string + // of JS that's an expr that yields a function, and "data" should be + // an object that will be added as an additional argument when that + // function is called. + // @param target The object that will be "this" for each function + // execution. + // @param args Array of arguments to be passed to the functions. (The + // same arguments will be passed to all functions.) + function evalAndRun(tasks, target, args) { + if (tasks) { + forEach(tasks, function(task) { + var theseArgs = args; + if (typeof(task) === "object") { + theseArgs = theseArgs.concat([task.data]); + task = task.code; + } + var taskFunc = tryEval(task); + if (typeof(taskFunc) !== "function") { + throw new Error("Task must be a function! Source:\n" + task); + } + taskFunc.apply(target, theseArgs); + }); + } + } + + // Attempt eval() both with and without enclosing in parentheses. + // Note that enclosing coerces a function declaration into + // an expression that eval() can parse + // (otherwise, a SyntaxError is thrown) + function tryEval(code) { + var result = null; + try { + result = eval("(" + code + ")"); + } catch(error) { + if (!(error instanceof SyntaxError)) { + throw error; + } + try { + result = eval(code); + } catch(e) { + if (e instanceof SyntaxError) { + throw error; + } else { + throw e; + } + } + } + return result; + } + + function initSizing(el) { + var sizing = sizingPolicy(el); + if (!sizing) + return; + + var cel = document.getElementById("htmlwidget_container"); + if (!cel) + return; + + if (typeof(sizing.padding) !== "undefined") { + document.body.style.margin = "0"; + document.body.style.padding = paddingToCss(unpackPadding(sizing.padding)); + } + + if (sizing.fill) { + document.body.style.overflow = "hidden"; + document.body.style.width = "100%"; + document.body.style.height = "100%"; + document.documentElement.style.width = "100%"; + document.documentElement.style.height = "100%"; + if (cel) { + cel.style.position = "absolute"; + var pad = unpackPadding(sizing.padding); + cel.style.top = pad.top + "px"; + cel.style.right = pad.right + "px"; + cel.style.bottom = pad.bottom + "px"; + cel.style.left = pad.left + "px"; + el.style.width = "100%"; + el.style.height = "100%"; + } + + return { + getWidth: function() { return cel.offsetWidth; }, + getHeight: function() { return cel.offsetHeight; } + }; + + } else { + el.style.width = px(sizing.width); + el.style.height = px(sizing.height); + + return { + getWidth: function() { return el.offsetWidth; }, + getHeight: function() { return el.offsetHeight; } + }; + } + } + + // Default implementations for methods + var defaults = { + find: function(scope) { + return querySelectorAll(scope, "." + this.name); + }, + renderError: function(el, err) { + var $el = $(el); + + this.clearError(el); + + // Add all these error classes, as Shiny does + var errClass = "shiny-output-error"; + if (err.type !== null) { + // use the classes of the error condition as CSS class names + errClass = errClass + " " + $.map(asArray(err.type), function(type) { + return errClass + "-" + type; + }).join(" "); + } + errClass = errClass + " htmlwidgets-error"; + + // Is el inline or block? If inline or inline-block, just display:none it + // and add an inline error. + var display = $el.css("display"); + $el.data("restore-display-mode", display); + + if (display === "inline" || display === "inline-block") { + $el.hide(); + if (err.message !== "") { + var errorSpan = $("").addClass(errClass); + errorSpan.text(err.message); + $el.after(errorSpan); + } + } else if (display === "block") { + // If block, add an error just after the el, set visibility:none on the + // el, and position the error to be on top of the el. + // Mark it with a unique ID and CSS class so we can remove it later. + $el.css("visibility", "hidden"); + if (err.message !== "") { + var errorDiv = $("
    ").addClass(errClass).css("position", "absolute") + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + // setting width can push out the page size, forcing otherwise + // unnecessary scrollbars to appear and making it impossible for + // the element to shrink; so use max-width instead + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + errorDiv.text(err.message); + $el.after(errorDiv); + + // Really dumb way to keep the size/position of the error in sync with + // the parent element as the window is resized or whatever. + var intId = setInterval(function() { + if (!errorDiv[0].parentElement) { + clearInterval(intId); + return; + } + errorDiv + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + }, 500); + } + } + }, + clearError: function(el) { + var $el = $(el); + var display = $el.data("restore-display-mode"); + $el.data("restore-display-mode", null); + + if (display === "inline" || display === "inline-block") { + if (display) + $el.css("display", display); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } else if (display === "block"){ + $el.css("visibility", "inherit"); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } + }, + sizing: {} + }; + + // Called by widget bindings to register a new type of widget. The definition + // object can contain the following properties: + // - name (required) - A string indicating the binding name, which will be + // used by default as the CSS classname to look for. + // - initialize (optional) - A function(el) that will be called once per + // widget element; if a value is returned, it will be passed as the third + // value to renderValue. + // - renderValue (required) - A function(el, data, initValue) that will be + // called with data. Static contexts will cause this to be called once per + // element; Shiny apps will cause this to be called multiple times per + // element, as the data changes. + window.HTMLWidgets.widget = function(definition) { + if (!definition.name) { + throw new Error("Widget must have a name"); + } + if (!definition.type) { + throw new Error("Widget must have a type"); + } + // Currently we only support output widgets + if (definition.type !== "output") { + throw new Error("Unrecognized widget type '" + definition.type + "'"); + } + // TODO: Verify that .name is a valid CSS classname + + // Support new-style instance-bound definitions. Old-style class-bound + // definitions have one widget "object" per widget per type/class of + // widget; the renderValue and resize methods on such widget objects + // take el and instance arguments, because the widget object can't + // store them. New-style instance-bound definitions have one widget + // object per widget instance; the definition that's passed in doesn't + // provide renderValue or resize methods at all, just the single method + // factory(el, width, height) + // which returns an object that has renderValue(x) and resize(w, h). + // This enables a far more natural programming style for the widget + // author, who can store per-instance state using either OO-style + // instance fields or functional-style closure variables (I guess this + // is in contrast to what can only be called C-style pseudo-OO which is + // what we required before). + if (definition.factory) { + definition = createLegacyDefinitionAdapter(definition); + } + + if (!definition.renderValue) { + throw new Error("Widget must have a renderValue function"); + } + + // For static rendering (non-Shiny), use a simple widget registration + // scheme. We also use this scheme for Shiny apps/documents that also + // contain static widgets. + window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || []; + // Merge defaults into the definition; don't mutate the original definition. + var staticBinding = extend({}, defaults, definition); + overrideMethod(staticBinding, "find", function(superfunc) { + return function(scope) { + var results = superfunc(scope); + // Filter out Shiny outputs, we only want the static kind + return filterByClass(results, "html-widget-output", false); + }; + }); + window.HTMLWidgets.widgets.push(staticBinding); + + if (shinyMode) { + // Shiny is running. Register the definition with an output binding. + // The definition itself will not be the output binding, instead + // we will make an output binding object that delegates to the + // definition. This is because we foolishly used the same method + // name (renderValue) for htmlwidgets definition and Shiny bindings + // but they actually have quite different semantics (the Shiny + // bindings receive data that includes lots of metadata that it + // strips off before calling htmlwidgets renderValue). We can't + // just ignore the difference because in some widgets it's helpful + // to call this.renderValue() from inside of resize(), and if + // we're not delegating, then that call will go to the Shiny + // version instead of the htmlwidgets version. + + // Merge defaults with definition, without mutating either. + var bindingDef = extend({}, defaults, definition); + + // This object will be our actual Shiny binding. + var shinyBinding = new Shiny.OutputBinding(); + + // With a few exceptions, we'll want to simply use the bindingDef's + // version of methods if they are available, otherwise fall back to + // Shiny's defaults. NOTE: If Shiny's output bindings gain additional + // methods in the future, and we want them to be overrideable by + // HTMLWidget binding definitions, then we'll need to add them to this + // list. + delegateMethod(shinyBinding, bindingDef, "getId"); + delegateMethod(shinyBinding, bindingDef, "onValueChange"); + delegateMethod(shinyBinding, bindingDef, "onValueError"); + delegateMethod(shinyBinding, bindingDef, "renderError"); + delegateMethod(shinyBinding, bindingDef, "clearError"); + delegateMethod(shinyBinding, bindingDef, "showProgress"); + + // The find, renderValue, and resize are handled differently, because we + // want to actually decorate the behavior of the bindingDef methods. + + shinyBinding.find = function(scope) { + var results = bindingDef.find(scope); + + // Only return elements that are Shiny outputs, not static ones + var dynamicResults = results.filter(".html-widget-output"); + + // It's possible that whatever caused Shiny to think there might be + // new dynamic outputs, also caused there to be new static outputs. + // Since there might be lots of different htmlwidgets bindings, we + // schedule execution for later--no need to staticRender multiple + // times. + if (results.length !== dynamicResults.length) + scheduleStaticRender(); + + return dynamicResults; + }; + + // Wrap renderValue to handle initialization, which unfortunately isn't + // supported natively by Shiny at the time of this writing. + + shinyBinding.renderValue = function(el, data) { + Shiny.renderDependencies(data.deps); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var i = 0; data.evals && i < data.evals.length; i++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]); + } + if (!bindingDef.renderOnNullValue) { + if (data.x === null) { + el.style.visibility = "hidden"; + return; + } else { + el.style.visibility = "inherit"; + } + } + if (!elementData(el, "initialized")) { + initSizing(el); + + elementData(el, "initialized", true); + if (bindingDef.initialize) { + var result = bindingDef.initialize(el, el.offsetWidth, + el.offsetHeight); + elementData(el, "init_result", result); + } + } + bindingDef.renderValue(el, data.x, elementData(el, "init_result")); + evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]); + }; + + // Only override resize if bindingDef implements it + if (bindingDef.resize) { + shinyBinding.resize = function(el, width, height) { + // Shiny can call resize before initialize/renderValue have been + // called, which doesn't make sense for widgets. + if (elementData(el, "initialized")) { + bindingDef.resize(el, width, height, elementData(el, "init_result")); + } + }; + } + + Shiny.outputBindings.register(shinyBinding, bindingDef.name); + } + }; + + var scheduleStaticRenderTimerId = null; + function scheduleStaticRender() { + if (!scheduleStaticRenderTimerId) { + scheduleStaticRenderTimerId = setTimeout(function() { + scheduleStaticRenderTimerId = null; + window.HTMLWidgets.staticRender(); + }, 1); + } + } + + // Render static widgets after the document finishes loading + // Statically render all elements that are of this widget's class + window.HTMLWidgets.staticRender = function() { + var bindings = window.HTMLWidgets.widgets || []; + forEach(bindings, function(binding) { + var matches = binding.find(document.documentElement); + forEach(matches, function(el) { + var sizeObj = initSizing(el, binding); + + if (hasClass(el, "html-widget-static-bound")) + return; + el.className = el.className + " html-widget-static-bound"; + + var initResult; + if (binding.initialize) { + initResult = binding.initialize(el, + sizeObj ? sizeObj.getWidth() : el.offsetWidth, + sizeObj ? sizeObj.getHeight() : el.offsetHeight + ); + elementData(el, "init_result", initResult); + } + + if (binding.resize) { + var lastSize = { + w: sizeObj ? sizeObj.getWidth() : el.offsetWidth, + h: sizeObj ? sizeObj.getHeight() : el.offsetHeight + }; + var resizeHandler = function(e) { + var size = { + w: sizeObj ? sizeObj.getWidth() : el.offsetWidth, + h: sizeObj ? sizeObj.getHeight() : el.offsetHeight + }; + if (size.w === 0 && size.h === 0) + return; + if (size.w === lastSize.w && size.h === lastSize.h) + return; + lastSize = size; + binding.resize(el, size.w, size.h, initResult); + }; + + on(window, "resize", resizeHandler); + + // This is needed for cases where we're running in a Shiny + // app, but the widget itself is not a Shiny output, but + // rather a simple static widget. One example of this is + // an rmarkdown document that has runtime:shiny and widget + // that isn't in a render function. Shiny only knows to + // call resize handlers for Shiny outputs, not for static + // widgets, so we do it ourselves. + if (window.jQuery) { + window.jQuery(document).on( + "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets", + resizeHandler + ); + window.jQuery(document).on( + "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets", + resizeHandler + ); + } + + // This is needed for the specific case of ioslides, which + // flips slides between display:none and display:block. + // Ideally we would not have to have ioslide-specific code + // here, but rather have ioslides raise a generic event, + // but the rmarkdown package just went to CRAN so the + // window to getting that fixed may be long. + if (window.addEventListener) { + // It's OK to limit this to window.addEventListener + // browsers because ioslides itself only supports + // such browsers. + on(document, "slideenter", resizeHandler); + on(document, "slideleave", resizeHandler); + } + } + + var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']"); + if (scriptData) { + var data = JSON.parse(scriptData.textContent || scriptData.text); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var k = 0; data.evals && k < data.evals.length; k++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]); + } + binding.renderValue(el, data.x, initResult); + evalAndRun(data.jsHooks.render, initResult, [el, data.x]); + } + }); + }); + + invokePostRenderHandlers(); + } + + + function has_jQuery3() { + if (!window.jQuery) { + return false; + } + var $version = window.jQuery.fn.jquery; + var $major_version = parseInt($version.split(".")[0]); + return $major_version >= 3; + } + + /* + / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's + / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now + / really means $(setTimeout(fn)). + / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous + / + / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny + / one tick later than it did before, which means staticRender() is + / called renderValue() earlier than (advanced) widget authors might be expecting. + / https://github.com/rstudio/shiny/issues/2630 + / + / For a concrete example, leaflet has some methods (e.g., updateBounds) + / which reference Shiny methods registered in initShiny (e.g., setInputValue). + / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to + / delay execution of those methods (until Shiny methods are ready) + / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268 + / + / Ideally widget authors wouldn't need to use this setTimeout() hack that + / leaflet uses to call Shiny methods on a staticRender(). In the long run, + / the logic initShiny should be broken up so that method registration happens + / right away, but binding happens later. + */ + function maybeStaticRenderLater() { + if (shinyMode && has_jQuery3()) { + window.jQuery(window.HTMLWidgets.staticRender); + } else { + window.HTMLWidgets.staticRender(); + } + } + + if (document.addEventListener) { + document.addEventListener("DOMContentLoaded", function() { + document.removeEventListener("DOMContentLoaded", arguments.callee, false); + maybeStaticRenderLater(); + }, false); + } else if (document.attachEvent) { + document.attachEvent("onreadystatechange", function() { + if (document.readyState === "complete") { + document.detachEvent("onreadystatechange", arguments.callee); + maybeStaticRenderLater(); + } + }); + } + + + window.HTMLWidgets.getAttachmentUrl = function(depname, key) { + // If no key, default to the first item + if (typeof(key) === "undefined") + key = 1; + + var link = document.getElementById(depname + "-" + key + "-attachment"); + if (!link) { + throw new Error("Attachment " + depname + "/" + key + " not found in document"); + } + return link.getAttribute("href"); + }; + + window.HTMLWidgets.dataframeToD3 = function(df) { + var names = []; + var length; + for (var name in df) { + if (df.hasOwnProperty(name)) + names.push(name); + if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") { + throw new Error("All fields must be arrays"); + } else if (typeof(length) !== "undefined" && length !== df[name].length) { + throw new Error("All fields must be arrays of the same length"); + } + length = df[name].length; + } + var results = []; + var item; + for (var row = 0; row < length; row++) { + item = {}; + for (var col = 0; col < names.length; col++) { + item[names[col]] = df[names[col]][row]; + } + results.push(item); + } + return results; + }; + + window.HTMLWidgets.transposeArray2D = function(array) { + if (array.length === 0) return array; + var newArray = array[0].map(function(col, i) { + return array.map(function(row) { + return row[i] + }) + }); + return newArray; + }; + // Split value at splitChar, but allow splitChar to be escaped + // using escapeChar. Any other characters escaped by escapeChar + // will be included as usual (including escapeChar itself). + function splitWithEscape(value, splitChar, escapeChar) { + var results = []; + var escapeMode = false; + var currentResult = ""; + for (var pos = 0; pos < value.length; pos++) { + if (!escapeMode) { + if (value[pos] === splitChar) { + results.push(currentResult); + currentResult = ""; + } else if (value[pos] === escapeChar) { + escapeMode = true; + } else { + currentResult += value[pos]; + } + } else { + currentResult += value[pos]; + escapeMode = false; + } + } + if (currentResult !== "") { + results.push(currentResult); + } + return results; + } + // Function authored by Yihui/JJ Allaire + window.HTMLWidgets.evaluateStringMember = function(o, member) { + var parts = splitWithEscape(member, '.', '\\'); + for (var i = 0, l = parts.length; i < l; i++) { + var part = parts[i]; + // part may be a character or 'numeric' member name + if (o !== null && typeof o === "object" && part in o) { + if (i == (l - 1)) { // if we are at the end of the line then evalulate + if (typeof o[part] === "string") + o[part] = tryEval(o[part]); + } else { // otherwise continue to next embedded object + o = o[part]; + } + } + } + }; + + // Retrieve the HTMLWidget instance (i.e. the return value of an + // HTMLWidget binding's initialize() or factory() function) + // associated with an element, or null if none. + window.HTMLWidgets.getInstance = function(el) { + return elementData(el, "init_result"); + }; + + // Finds the first element in the scope that matches the selector, + // and returns the HTMLWidget instance (i.e. the return value of + // an HTMLWidget binding's initialize() or factory() function) + // associated with that element, if any. If no element matches the + // selector, or the first matching element has no HTMLWidget + // instance associated with it, then null is returned. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.find = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var el = scope.querySelector(selector); + if (el === null) { + return null; + } else { + return window.HTMLWidgets.getInstance(el); + } + }; + + // Finds all elements in the scope that match the selector, and + // returns the HTMLWidget instances (i.e. the return values of + // an HTMLWidget binding's initialize() or factory() function) + // associated with the elements, in an array. If elements that + // match the selector don't have an associated HTMLWidget + // instance, the returned array will contain nulls. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.findAll = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var nodes = scope.querySelectorAll(selector); + var results = []; + for (var i = 0; i < nodes.length; i++) { + results.push(window.HTMLWidgets.getInstance(nodes[i])); + } + return results; + }; + + var postRenderHandlers = []; + function invokePostRenderHandlers() { + while (postRenderHandlers.length) { + var handler = postRenderHandlers.shift(); + if (handler) { + handler(); + } + } + } + + // Register the given callback function to be invoked after the + // next time static widgets are rendered. + window.HTMLWidgets.addPostRenderHandler = function(callback) { + postRenderHandlers.push(callback); + }; + + // Takes a new-style instance-bound definition, and returns an + // old-style class-bound definition. This saves us from having + // to rewrite all the logic in this file to accomodate both + // types of definitions. + function createLegacyDefinitionAdapter(defn) { + var result = { + name: defn.name, + type: defn.type, + initialize: function(el, width, height) { + return defn.factory(el, width, height); + }, + renderValue: function(el, x, instance) { + return instance.renderValue(x); + }, + resize: function(el, width, height, instance) { + return instance.resize(width, height); + } + }; + + if (defn.find) + result.find = defn.find; + if (defn.renderError) + result.renderError = defn.renderError; + if (defn.clearError) + result.clearError = defn.clearError; + + return result; + } +})(); + diff --git a/ja/site_libs/htmlwidgets-1.6.2/htmlwidgets.js b/ja/site_libs/htmlwidgets-1.6.2/htmlwidgets.js new file mode 100644 index 0000000..1067d02 --- /dev/null +++ b/ja/site_libs/htmlwidgets-1.6.2/htmlwidgets.js @@ -0,0 +1,901 @@ +(function() { + // If window.HTMLWidgets is already defined, then use it; otherwise create a + // new object. This allows preceding code to set options that affect the + // initialization process (though none currently exist). + window.HTMLWidgets = window.HTMLWidgets || {}; + + // See if we're running in a viewer pane. If not, we're in a web browser. + var viewerMode = window.HTMLWidgets.viewerMode = + /\bviewer_pane=1\b/.test(window.location); + + // See if we're running in Shiny mode. If not, it's a static document. + // Note that static widgets can appear in both Shiny and static modes, but + // obviously, Shiny widgets can only appear in Shiny apps/documents. + var shinyMode = window.HTMLWidgets.shinyMode = + typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings; + + // We can't count on jQuery being available, so we implement our own + // version if necessary. + function querySelectorAll(scope, selector) { + if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) { + return scope.find(selector); + } + if (scope.querySelectorAll) { + return scope.querySelectorAll(selector); + } + } + + function asArray(value) { + if (value === null) + return []; + if ($.isArray(value)) + return value; + return [value]; + } + + // Implement jQuery's extend + function extend(target /*, ... */) { + if (arguments.length == 1) { + return target; + } + for (var i = 1; i < arguments.length; i++) { + var source = arguments[i]; + for (var prop in source) { + if (source.hasOwnProperty(prop)) { + target[prop] = source[prop]; + } + } + } + return target; + } + + // IE8 doesn't support Array.forEach. + function forEach(values, callback, thisArg) { + if (values.forEach) { + values.forEach(callback, thisArg); + } else { + for (var i = 0; i < values.length; i++) { + callback.call(thisArg, values[i], i, values); + } + } + } + + // Replaces the specified method with the return value of funcSource. + // + // Note that funcSource should not BE the new method, it should be a function + // that RETURNS the new method. funcSource receives a single argument that is + // the overridden method, it can be called from the new method. The overridden + // method can be called like a regular function, it has the target permanently + // bound to it so "this" will work correctly. + function overrideMethod(target, methodName, funcSource) { + var superFunc = target[methodName] || function() {}; + var superFuncBound = function() { + return superFunc.apply(target, arguments); + }; + target[methodName] = funcSource(superFuncBound); + } + + // Add a method to delegator that, when invoked, calls + // delegatee.methodName. If there is no such method on + // the delegatee, but there was one on delegator before + // delegateMethod was called, then the original version + // is invoked instead. + // For example: + // + // var a = { + // method1: function() { console.log('a1'); } + // method2: function() { console.log('a2'); } + // }; + // var b = { + // method1: function() { console.log('b1'); } + // }; + // delegateMethod(a, b, "method1"); + // delegateMethod(a, b, "method2"); + // a.method1(); + // a.method2(); + // + // The output would be "b1", "a2". + function delegateMethod(delegator, delegatee, methodName) { + var inherited = delegator[methodName]; + delegator[methodName] = function() { + var target = delegatee; + var method = delegatee[methodName]; + + // The method doesn't exist on the delegatee. Instead, + // call the method on the delegator, if it exists. + if (!method) { + target = delegator; + method = inherited; + } + + if (method) { + return method.apply(target, arguments); + } + }; + } + + // Implement a vague facsimilie of jQuery's data method + function elementData(el, name, value) { + if (arguments.length == 2) { + return el["htmlwidget_data_" + name]; + } else if (arguments.length == 3) { + el["htmlwidget_data_" + name] = value; + return el; + } else { + throw new Error("Wrong number of arguments for elementData: " + + arguments.length); + } + } + + // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex + function escapeRegExp(str) { + return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&"); + } + + function hasClass(el, className) { + var re = new RegExp("\\b" + escapeRegExp(className) + "\\b"); + return re.test(el.className); + } + + // elements - array (or array-like object) of HTML elements + // className - class name to test for + // include - if true, only return elements with given className; + // if false, only return elements *without* given className + function filterByClass(elements, className, include) { + var results = []; + for (var i = 0; i < elements.length; i++) { + if (hasClass(elements[i], className) == include) + results.push(elements[i]); + } + return results; + } + + function on(obj, eventName, func) { + if (obj.addEventListener) { + obj.addEventListener(eventName, func, false); + } else if (obj.attachEvent) { + obj.attachEvent(eventName, func); + } + } + + function off(obj, eventName, func) { + if (obj.removeEventListener) + obj.removeEventListener(eventName, func, false); + else if (obj.detachEvent) { + obj.detachEvent(eventName, func); + } + } + + // Translate array of values to top/right/bottom/left, as usual with + // the "padding" CSS property + // https://developer.mozilla.org/en-US/docs/Web/CSS/padding + function unpackPadding(value) { + if (typeof(value) === "number") + value = [value]; + if (value.length === 1) { + return {top: value[0], right: value[0], bottom: value[0], left: value[0]}; + } + if (value.length === 2) { + return {top: value[0], right: value[1], bottom: value[0], left: value[1]}; + } + if (value.length === 3) { + return {top: value[0], right: value[1], bottom: value[2], left: value[1]}; + } + if (value.length === 4) { + return {top: value[0], right: value[1], bottom: value[2], left: value[3]}; + } + } + + // Convert an unpacked padding object to a CSS value + function paddingToCss(paddingObj) { + return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px"; + } + + // Makes a number suitable for CSS + function px(x) { + if (typeof(x) === "number") + return x + "px"; + else + return x; + } + + // Retrieves runtime widget sizing information for an element. + // The return value is either null, or an object with fill, padding, + // defaultWidth, defaultHeight fields. + function sizingPolicy(el) { + var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']"); + if (!sizingEl) + return null; + var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}"); + if (viewerMode) { + return sp.viewer; + } else { + return sp.browser; + } + } + + // @param tasks Array of strings (or falsy value, in which case no-op). + // Each element must be a valid JavaScript expression that yields a + // function. Or, can be an array of objects with "code" and "data" + // properties; in this case, the "code" property should be a string + // of JS that's an expr that yields a function, and "data" should be + // an object that will be added as an additional argument when that + // function is called. + // @param target The object that will be "this" for each function + // execution. + // @param args Array of arguments to be passed to the functions. (The + // same arguments will be passed to all functions.) + function evalAndRun(tasks, target, args) { + if (tasks) { + forEach(tasks, function(task) { + var theseArgs = args; + if (typeof(task) === "object") { + theseArgs = theseArgs.concat([task.data]); + task = task.code; + } + var taskFunc = tryEval(task); + if (typeof(taskFunc) !== "function") { + throw new Error("Task must be a function! Source:\n" + task); + } + taskFunc.apply(target, theseArgs); + }); + } + } + + // Attempt eval() both with and without enclosing in parentheses. + // Note that enclosing coerces a function declaration into + // an expression that eval() can parse + // (otherwise, a SyntaxError is thrown) + function tryEval(code) { + var result = null; + try { + result = eval("(" + code + ")"); + } catch(error) { + if (!(error instanceof SyntaxError)) { + throw error; + } + try { + result = eval(code); + } catch(e) { + if (e instanceof SyntaxError) { + throw error; + } else { + throw e; + } + } + } + return result; + } + + function initSizing(el) { + var sizing = sizingPolicy(el); + if (!sizing) + return; + + var cel = document.getElementById("htmlwidget_container"); + if (!cel) + return; + + if (typeof(sizing.padding) !== "undefined") { + document.body.style.margin = "0"; + document.body.style.padding = paddingToCss(unpackPadding(sizing.padding)); + } + + if (sizing.fill) { + document.body.style.overflow = "hidden"; + document.body.style.width = "100%"; + document.body.style.height = "100%"; + document.documentElement.style.width = "100%"; + document.documentElement.style.height = "100%"; + cel.style.position = "absolute"; + var pad = unpackPadding(sizing.padding); + cel.style.top = pad.top + "px"; + cel.style.right = pad.right + "px"; + cel.style.bottom = pad.bottom + "px"; + cel.style.left = pad.left + "px"; + el.style.width = "100%"; + el.style.height = "100%"; + + return { + getWidth: function() { return cel.getBoundingClientRect().width; }, + getHeight: function() { return cel.getBoundingClientRect().height; } + }; + + } else { + el.style.width = px(sizing.width); + el.style.height = px(sizing.height); + + return { + getWidth: function() { return cel.getBoundingClientRect().width; }, + getHeight: function() { return cel.getBoundingClientRect().height; } + }; + } + } + + // Default implementations for methods + var defaults = { + find: function(scope) { + return querySelectorAll(scope, "." + this.name); + }, + renderError: function(el, err) { + var $el = $(el); + + this.clearError(el); + + // Add all these error classes, as Shiny does + var errClass = "shiny-output-error"; + if (err.type !== null) { + // use the classes of the error condition as CSS class names + errClass = errClass + " " + $.map(asArray(err.type), function(type) { + return errClass + "-" + type; + }).join(" "); + } + errClass = errClass + " htmlwidgets-error"; + + // Is el inline or block? If inline or inline-block, just display:none it + // and add an inline error. + var display = $el.css("display"); + $el.data("restore-display-mode", display); + + if (display === "inline" || display === "inline-block") { + $el.hide(); + if (err.message !== "") { + var errorSpan = $("").addClass(errClass); + errorSpan.text(err.message); + $el.after(errorSpan); + } + } else if (display === "block") { + // If block, add an error just after the el, set visibility:none on the + // el, and position the error to be on top of the el. + // Mark it with a unique ID and CSS class so we can remove it later. + $el.css("visibility", "hidden"); + if (err.message !== "") { + var errorDiv = $("
    ").addClass(errClass).css("position", "absolute") + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + // setting width can push out the page size, forcing otherwise + // unnecessary scrollbars to appear and making it impossible for + // the element to shrink; so use max-width instead + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + errorDiv.text(err.message); + $el.after(errorDiv); + + // Really dumb way to keep the size/position of the error in sync with + // the parent element as the window is resized or whatever. + var intId = setInterval(function() { + if (!errorDiv[0].parentElement) { + clearInterval(intId); + return; + } + errorDiv + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + }, 500); + } + } + }, + clearError: function(el) { + var $el = $(el); + var display = $el.data("restore-display-mode"); + $el.data("restore-display-mode", null); + + if (display === "inline" || display === "inline-block") { + if (display) + $el.css("display", display); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } else if (display === "block"){ + $el.css("visibility", "inherit"); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } + }, + sizing: {} + }; + + // Called by widget bindings to register a new type of widget. The definition + // object can contain the following properties: + // - name (required) - A string indicating the binding name, which will be + // used by default as the CSS classname to look for. + // - initialize (optional) - A function(el) that will be called once per + // widget element; if a value is returned, it will be passed as the third + // value to renderValue. + // - renderValue (required) - A function(el, data, initValue) that will be + // called with data. Static contexts will cause this to be called once per + // element; Shiny apps will cause this to be called multiple times per + // element, as the data changes. + window.HTMLWidgets.widget = function(definition) { + if (!definition.name) { + throw new Error("Widget must have a name"); + } + if (!definition.type) { + throw new Error("Widget must have a type"); + } + // Currently we only support output widgets + if (definition.type !== "output") { + throw new Error("Unrecognized widget type '" + definition.type + "'"); + } + // TODO: Verify that .name is a valid CSS classname + + // Support new-style instance-bound definitions. Old-style class-bound + // definitions have one widget "object" per widget per type/class of + // widget; the renderValue and resize methods on such widget objects + // take el and instance arguments, because the widget object can't + // store them. New-style instance-bound definitions have one widget + // object per widget instance; the definition that's passed in doesn't + // provide renderValue or resize methods at all, just the single method + // factory(el, width, height) + // which returns an object that has renderValue(x) and resize(w, h). + // This enables a far more natural programming style for the widget + // author, who can store per-instance state using either OO-style + // instance fields or functional-style closure variables (I guess this + // is in contrast to what can only be called C-style pseudo-OO which is + // what we required before). + if (definition.factory) { + definition = createLegacyDefinitionAdapter(definition); + } + + if (!definition.renderValue) { + throw new Error("Widget must have a renderValue function"); + } + + // For static rendering (non-Shiny), use a simple widget registration + // scheme. We also use this scheme for Shiny apps/documents that also + // contain static widgets. + window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || []; + // Merge defaults into the definition; don't mutate the original definition. + var staticBinding = extend({}, defaults, definition); + overrideMethod(staticBinding, "find", function(superfunc) { + return function(scope) { + var results = superfunc(scope); + // Filter out Shiny outputs, we only want the static kind + return filterByClass(results, "html-widget-output", false); + }; + }); + window.HTMLWidgets.widgets.push(staticBinding); + + if (shinyMode) { + // Shiny is running. Register the definition with an output binding. + // The definition itself will not be the output binding, instead + // we will make an output binding object that delegates to the + // definition. This is because we foolishly used the same method + // name (renderValue) for htmlwidgets definition and Shiny bindings + // but they actually have quite different semantics (the Shiny + // bindings receive data that includes lots of metadata that it + // strips off before calling htmlwidgets renderValue). We can't + // just ignore the difference because in some widgets it's helpful + // to call this.renderValue() from inside of resize(), and if + // we're not delegating, then that call will go to the Shiny + // version instead of the htmlwidgets version. + + // Merge defaults with definition, without mutating either. + var bindingDef = extend({}, defaults, definition); + + // This object will be our actual Shiny binding. + var shinyBinding = new Shiny.OutputBinding(); + + // With a few exceptions, we'll want to simply use the bindingDef's + // version of methods if they are available, otherwise fall back to + // Shiny's defaults. NOTE: If Shiny's output bindings gain additional + // methods in the future, and we want them to be overrideable by + // HTMLWidget binding definitions, then we'll need to add them to this + // list. + delegateMethod(shinyBinding, bindingDef, "getId"); + delegateMethod(shinyBinding, bindingDef, "onValueChange"); + delegateMethod(shinyBinding, bindingDef, "onValueError"); + delegateMethod(shinyBinding, bindingDef, "renderError"); + delegateMethod(shinyBinding, bindingDef, "clearError"); + delegateMethod(shinyBinding, bindingDef, "showProgress"); + + // The find, renderValue, and resize are handled differently, because we + // want to actually decorate the behavior of the bindingDef methods. + + shinyBinding.find = function(scope) { + var results = bindingDef.find(scope); + + // Only return elements that are Shiny outputs, not static ones + var dynamicResults = results.filter(".html-widget-output"); + + // It's possible that whatever caused Shiny to think there might be + // new dynamic outputs, also caused there to be new static outputs. + // Since there might be lots of different htmlwidgets bindings, we + // schedule execution for later--no need to staticRender multiple + // times. + if (results.length !== dynamicResults.length) + scheduleStaticRender(); + + return dynamicResults; + }; + + // Wrap renderValue to handle initialization, which unfortunately isn't + // supported natively by Shiny at the time of this writing. + + shinyBinding.renderValue = function(el, data) { + Shiny.renderDependencies(data.deps); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var i = 0; data.evals && i < data.evals.length; i++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]); + } + if (!bindingDef.renderOnNullValue) { + if (data.x === null) { + el.style.visibility = "hidden"; + return; + } else { + el.style.visibility = "inherit"; + } + } + if (!elementData(el, "initialized")) { + initSizing(el); + + elementData(el, "initialized", true); + if (bindingDef.initialize) { + var rect = el.getBoundingClientRect(); + var result = bindingDef.initialize(el, rect.width, rect.height); + elementData(el, "init_result", result); + } + } + bindingDef.renderValue(el, data.x, elementData(el, "init_result")); + evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]); + }; + + // Only override resize if bindingDef implements it + if (bindingDef.resize) { + shinyBinding.resize = function(el, width, height) { + // Shiny can call resize before initialize/renderValue have been + // called, which doesn't make sense for widgets. + if (elementData(el, "initialized")) { + bindingDef.resize(el, width, height, elementData(el, "init_result")); + } + }; + } + + Shiny.outputBindings.register(shinyBinding, bindingDef.name); + } + }; + + var scheduleStaticRenderTimerId = null; + function scheduleStaticRender() { + if (!scheduleStaticRenderTimerId) { + scheduleStaticRenderTimerId = setTimeout(function() { + scheduleStaticRenderTimerId = null; + window.HTMLWidgets.staticRender(); + }, 1); + } + } + + // Render static widgets after the document finishes loading + // Statically render all elements that are of this widget's class + window.HTMLWidgets.staticRender = function() { + var bindings = window.HTMLWidgets.widgets || []; + forEach(bindings, function(binding) { + var matches = binding.find(document.documentElement); + forEach(matches, function(el) { + var sizeObj = initSizing(el, binding); + + var getSize = function(el) { + if (sizeObj) { + return {w: sizeObj.getWidth(), h: sizeObj.getHeight()} + } else { + var rect = el.getBoundingClientRect(); + return {w: rect.width, h: rect.height} + } + }; + + if (hasClass(el, "html-widget-static-bound")) + return; + el.className = el.className + " html-widget-static-bound"; + + var initResult; + if (binding.initialize) { + var size = getSize(el); + initResult = binding.initialize(el, size.w, size.h); + elementData(el, "init_result", initResult); + } + + if (binding.resize) { + var lastSize = getSize(el); + var resizeHandler = function(e) { + var size = getSize(el); + if (size.w === 0 && size.h === 0) + return; + if (size.w === lastSize.w && size.h === lastSize.h) + return; + lastSize = size; + binding.resize(el, size.w, size.h, initResult); + }; + + on(window, "resize", resizeHandler); + + // This is needed for cases where we're running in a Shiny + // app, but the widget itself is not a Shiny output, but + // rather a simple static widget. One example of this is + // an rmarkdown document that has runtime:shiny and widget + // that isn't in a render function. Shiny only knows to + // call resize handlers for Shiny outputs, not for static + // widgets, so we do it ourselves. + if (window.jQuery) { + window.jQuery(document).on( + "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets", + resizeHandler + ); + window.jQuery(document).on( + "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets", + resizeHandler + ); + } + + // This is needed for the specific case of ioslides, which + // flips slides between display:none and display:block. + // Ideally we would not have to have ioslide-specific code + // here, but rather have ioslides raise a generic event, + // but the rmarkdown package just went to CRAN so the + // window to getting that fixed may be long. + if (window.addEventListener) { + // It's OK to limit this to window.addEventListener + // browsers because ioslides itself only supports + // such browsers. + on(document, "slideenter", resizeHandler); + on(document, "slideleave", resizeHandler); + } + } + + var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']"); + if (scriptData) { + var data = JSON.parse(scriptData.textContent || scriptData.text); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var k = 0; data.evals && k < data.evals.length; k++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]); + } + binding.renderValue(el, data.x, initResult); + evalAndRun(data.jsHooks.render, initResult, [el, data.x]); + } + }); + }); + + invokePostRenderHandlers(); + } + + + function has_jQuery3() { + if (!window.jQuery) { + return false; + } + var $version = window.jQuery.fn.jquery; + var $major_version = parseInt($version.split(".")[0]); + return $major_version >= 3; + } + + /* + / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's + / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now + / really means $(setTimeout(fn)). + / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous + / + / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny + / one tick later than it did before, which means staticRender() is + / called renderValue() earlier than (advanced) widget authors might be expecting. + / https://github.com/rstudio/shiny/issues/2630 + / + / For a concrete example, leaflet has some methods (e.g., updateBounds) + / which reference Shiny methods registered in initShiny (e.g., setInputValue). + / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to + / delay execution of those methods (until Shiny methods are ready) + / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268 + / + / Ideally widget authors wouldn't need to use this setTimeout() hack that + / leaflet uses to call Shiny methods on a staticRender(). In the long run, + / the logic initShiny should be broken up so that method registration happens + / right away, but binding happens later. + */ + function maybeStaticRenderLater() { + if (shinyMode && has_jQuery3()) { + window.jQuery(window.HTMLWidgets.staticRender); + } else { + window.HTMLWidgets.staticRender(); + } + } + + if (document.addEventListener) { + document.addEventListener("DOMContentLoaded", function() { + document.removeEventListener("DOMContentLoaded", arguments.callee, false); + maybeStaticRenderLater(); + }, false); + } else if (document.attachEvent) { + document.attachEvent("onreadystatechange", function() { + if (document.readyState === "complete") { + document.detachEvent("onreadystatechange", arguments.callee); + maybeStaticRenderLater(); + } + }); + } + + + window.HTMLWidgets.getAttachmentUrl = function(depname, key) { + // If no key, default to the first item + if (typeof(key) === "undefined") + key = 1; + + var link = document.getElementById(depname + "-" + key + "-attachment"); + if (!link) { + throw new Error("Attachment " + depname + "/" + key + " not found in document"); + } + return link.getAttribute("href"); + }; + + window.HTMLWidgets.dataframeToD3 = function(df) { + var names = []; + var length; + for (var name in df) { + if (df.hasOwnProperty(name)) + names.push(name); + if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") { + throw new Error("All fields must be arrays"); + } else if (typeof(length) !== "undefined" && length !== df[name].length) { + throw new Error("All fields must be arrays of the same length"); + } + length = df[name].length; + } + var results = []; + var item; + for (var row = 0; row < length; row++) { + item = {}; + for (var col = 0; col < names.length; col++) { + item[names[col]] = df[names[col]][row]; + } + results.push(item); + } + return results; + }; + + window.HTMLWidgets.transposeArray2D = function(array) { + if (array.length === 0) return array; + var newArray = array[0].map(function(col, i) { + return array.map(function(row) { + return row[i] + }) + }); + return newArray; + }; + // Split value at splitChar, but allow splitChar to be escaped + // using escapeChar. Any other characters escaped by escapeChar + // will be included as usual (including escapeChar itself). + function splitWithEscape(value, splitChar, escapeChar) { + var results = []; + var escapeMode = false; + var currentResult = ""; + for (var pos = 0; pos < value.length; pos++) { + if (!escapeMode) { + if (value[pos] === splitChar) { + results.push(currentResult); + currentResult = ""; + } else if (value[pos] === escapeChar) { + escapeMode = true; + } else { + currentResult += value[pos]; + } + } else { + currentResult += value[pos]; + escapeMode = false; + } + } + if (currentResult !== "") { + results.push(currentResult); + } + return results; + } + // Function authored by Yihui/JJ Allaire + window.HTMLWidgets.evaluateStringMember = function(o, member) { + var parts = splitWithEscape(member, '.', '\\'); + for (var i = 0, l = parts.length; i < l; i++) { + var part = parts[i]; + // part may be a character or 'numeric' member name + if (o !== null && typeof o === "object" && part in o) { + if (i == (l - 1)) { // if we are at the end of the line then evalulate + if (typeof o[part] === "string") + o[part] = tryEval(o[part]); + } else { // otherwise continue to next embedded object + o = o[part]; + } + } + } + }; + + // Retrieve the HTMLWidget instance (i.e. the return value of an + // HTMLWidget binding's initialize() or factory() function) + // associated with an element, or null if none. + window.HTMLWidgets.getInstance = function(el) { + return elementData(el, "init_result"); + }; + + // Finds the first element in the scope that matches the selector, + // and returns the HTMLWidget instance (i.e. the return value of + // an HTMLWidget binding's initialize() or factory() function) + // associated with that element, if any. If no element matches the + // selector, or the first matching element has no HTMLWidget + // instance associated with it, then null is returned. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.find = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var el = scope.querySelector(selector); + if (el === null) { + return null; + } else { + return window.HTMLWidgets.getInstance(el); + } + }; + + // Finds all elements in the scope that match the selector, and + // returns the HTMLWidget instances (i.e. the return values of + // an HTMLWidget binding's initialize() or factory() function) + // associated with the elements, in an array. If elements that + // match the selector don't have an associated HTMLWidget + // instance, the returned array will contain nulls. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.findAll = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var nodes = scope.querySelectorAll(selector); + var results = []; + for (var i = 0; i < nodes.length; i++) { + results.push(window.HTMLWidgets.getInstance(nodes[i])); + } + return results; + }; + + var postRenderHandlers = []; + function invokePostRenderHandlers() { + while (postRenderHandlers.length) { + var handler = postRenderHandlers.shift(); + if (handler) { + handler(); + } + } + } + + // Register the given callback function to be invoked after the + // next time static widgets are rendered. + window.HTMLWidgets.addPostRenderHandler = function(callback) { + postRenderHandlers.push(callback); + }; + + // Takes a new-style instance-bound definition, and returns an + // old-style class-bound definition. This saves us from having + // to rewrite all the logic in this file to accomodate both + // types of definitions. + function createLegacyDefinitionAdapter(defn) { + var result = { + name: defn.name, + type: defn.type, + initialize: function(el, width, height) { + return defn.factory(el, width, height); + }, + renderValue: function(el, x, instance) { + return instance.renderValue(x); + }, + resize: function(el, width, height, instance) { + return instance.resize(width, height); + } + }; + + if (defn.find) + result.find = defn.find; + if (defn.renderError) + result.renderError = defn.renderError; + if (defn.clearError) + result.clearError = defn.clearError; + + return result; + } +})(); diff --git a/ja/site_libs/quarto-html/anchor.min.js b/ja/site_libs/quarto-html/anchor.min.js new file mode 100644 index 0000000..5ac814d --- /dev/null +++ b/ja/site_libs/quarto-html/anchor.min.js @@ -0,0 +1,9 @@ +// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat +// +// AnchorJS - v5.0.0 - 2023-01-18 +// https://www.bryanbraun.com/anchorjs/ +// Copyright (c) 2023 Bryan Braun; Licensed MIT +// +// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat +!function(A,e){"use strict";"function"==typeof define&&define.amd?define([],e):"object"==typeof module&&module.exports?module.exports=e():(A.AnchorJS=e(),A.anchors=new A.AnchorJS)}(globalThis,function(){"use strict";return function(A){function 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t=e.state,n=e.name,r=t.rects.reference,o=t.rects.popper,i=t.modifiersData.preventOverflow,a=J(t,{elementContext:"reference"}),s=J(t,{altBoundary:!0}),f=ve(a,r),c=ve(s,o,i),p=ye(f),u=ye(c);t.modifiersData[n]={referenceClippingOffsets:f,popperEscapeOffsets:c,isReferenceHidden:p,hasPopperEscaped:u},t.attributes.popper=Object.assign({},t.attributes.popper,{"data-popper-reference-hidden":p,"data-popper-escaped":u})}},be=Z({defaultModifiers:[ee,te,oe,ie]}),xe=[ee,te,oe,ie,ae,le,he,me,ge],we=Z({defaultModifiers:xe});e.applyStyles=ie,e.arrow=me,e.computeStyles=oe,e.createPopper=we,e.createPopperLite=be,e.defaultModifiers=xe,e.detectOverflow=J,e.eventListeners=ee,e.flip=le,e.hide=ge,e.offset=ae,e.popperGenerator=Z,e.popperOffsets=te,e.preventOverflow=he,Object.defineProperty(e,"__esModule",{value:!0})})); + diff --git a/ja/site_libs/quarto-html/quarto-syntax-highlighting-dark.css b/ja/site_libs/quarto-html/quarto-syntax-highlighting-dark.css new file mode 100644 index 0000000..343d2f8 --- /dev/null +++ b/ja/site_libs/quarto-html/quarto-syntax-highlighting-dark.css @@ -0,0 +1,189 @@ +/* quarto syntax highlight colors */ +:root { + --quarto-hl-al-color: #f07178; + --quarto-hl-an-color: #d4d0ab; + --quarto-hl-at-color: #00e0e0; + --quarto-hl-bn-color: #d4d0ab; + --quarto-hl-bu-color: #abe338; + --quarto-hl-ch-color: #abe338; + --quarto-hl-co-color: #f8f8f2; + --quarto-hl-cv-color: #ffd700; + --quarto-hl-cn-color: #ffd700; + --quarto-hl-cf-color: #ffa07a; + --quarto-hl-dt-color: #ffa07a; + --quarto-hl-dv-color: #d4d0ab; + --quarto-hl-do-color: #f8f8f2; + --quarto-hl-er-color: #f07178; + --quarto-hl-ex-color: #00e0e0; + --quarto-hl-fl-color: #d4d0ab; + --quarto-hl-fu-color: #ffa07a; + --quarto-hl-im-color: #abe338; + --quarto-hl-in-color: #d4d0ab; + --quarto-hl-kw-color: #ffa07a; + --quarto-hl-op-color: #ffa07a; + --quarto-hl-ot-color: #00e0e0; + --quarto-hl-pp-color: #dcc6e0; + --quarto-hl-re-color: #00e0e0; + --quarto-hl-sc-color: #abe338; + --quarto-hl-ss-color: #abe338; + --quarto-hl-st-color: #abe338; + --quarto-hl-va-color: #00e0e0; + --quarto-hl-vs-color: #abe338; + --quarto-hl-wa-color: #dcc6e0; +} + +/* other quarto variables */ +:root { + --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace; +} + +code span.al { + background-color: #2a0f15; + font-weight: bold; + color: #f07178; +} + +code span.an { + color: #d4d0ab; +} + +code span.at { + color: #00e0e0; +} + +code span.bn { + color: #d4d0ab; +} + +code span.bu { + color: #abe338; +} + +code span.ch { + color: #abe338; +} + +code span.co { + font-style: italic; + color: #f8f8f2; +} + +code span.cv { + color: #ffd700; +} + +code span.cn { + color: #ffd700; +} + +code span.cf { + font-weight: bold; + color: #ffa07a; +} + +code span.dt { + color: #ffa07a; +} + +code span.dv { + color: #d4d0ab; +} + +code span.do { + color: #f8f8f2; +} + +code span.er { + color: #f07178; + text-decoration: underline; +} + +code span.ex { + font-weight: bold; + color: #00e0e0; +} + +code span.fl { + color: #d4d0ab; +} + +code span.fu { + color: #ffa07a; +} + +code span.im { + color: #abe338; +} + +code span.in { + color: #d4d0ab; +} + +code span.kw { + font-weight: bold; + color: #ffa07a; +} + +pre > code.sourceCode > span { + color: #f8f8f2; +} + +code span { + color: #f8f8f2; +} + +code.sourceCode > span { + color: #f8f8f2; +} + +div.sourceCode, +div.sourceCode pre.sourceCode { + color: #f8f8f2; +} + +code span.op { + color: #ffa07a; +} + +code span.ot { + color: #00e0e0; +} + +code span.pp { + color: #dcc6e0; +} + +code span.re { + background-color: #f8f8f2; + color: #00e0e0; +} + +code span.sc { + color: #abe338; +} + +code span.ss { + color: #abe338; +} + +code span.st { + color: #abe338; +} + +code span.va { + color: #00e0e0; +} + +code span.vs { + color: #abe338; +} + +code span.wa { + color: #dcc6e0; +} + +.prevent-inlining { + content: " code.sourceCode > span { + color: #003B4F; +} + +code span { + color: #003B4F; +} + +code.sourceCode > span { + color: #003B4F; +} + +div.sourceCode, +div.sourceCode pre.sourceCode { + color: #003B4F; +} + +code span.ot { + color: #003B4F; + font-style: inherit; +} + +code span.at { + color: #657422; + font-style: inherit; +} + +code span.ss { + color: #20794D; + font-style: inherit; +} + +code span.an { + color: #5E5E5E; + font-style: inherit; +} + +code span.fu { + color: #4758AB; + font-style: inherit; +} + +code span.st { + color: #20794D; + font-style: inherit; +} + +code span.cf { + color: #003B4F; + font-style: inherit; +} + +code span.op { + color: #5E5E5E; + font-style: inherit; +} + +code span.er { + color: #AD0000; + font-style: inherit; +} + +code span.bn { + color: #AD0000; + font-style: inherit; +} + +code span.al { + color: #AD0000; + font-style: inherit; +} + +code span.va { + color: #111111; + font-style: inherit; +} + +code span.bu { + font-style: inherit; +} + +code span.ex { + font-style: inherit; +} + +code span.pp { + color: #AD0000; + font-style: inherit; +} + +code span.in { + color: #5E5E5E; + font-style: inherit; +} + +code span.vs { + color: #20794D; + font-style: inherit; +} + +code span.wa { + color: #5E5E5E; + font-style: italic; +} + +code span.do { + color: #5E5E5E; + font-style: italic; +} + +code span.im { + color: #00769E; + font-style: inherit; +} + +code span.ch { + color: #20794D; + font-style: inherit; +} + +code span.dt { + color: #AD0000; + font-style: inherit; +} + +code span.fl { + color: #AD0000; + font-style: inherit; +} + +code span.co { + color: #5E5E5E; + font-style: inherit; +} + +code span.cv { + color: #5E5E5E; + font-style: italic; +} + +code span.cn { + color: #8f5902; + font-style: inherit; +} + +code span.sc { + color: #5E5E5E; + font-style: inherit; +} + +code span.dv { + color: #AD0000; + font-style: inherit; +} + +code span.kw { + color: #003B4F; + font-style: inherit; +} + +.prevent-inlining { + content: " { + // Find any conflicting margin elements and add margins to the + // top to prevent overlap + const marginChildren = window.document.querySelectorAll( + ".column-margin.column-container > * " + ); + + let lastBottom = 0; + for (const marginChild of marginChildren) { + if (marginChild.offsetParent !== null) { + // clear the top margin so we recompute it + marginChild.style.marginTop = null; + const top = marginChild.getBoundingClientRect().top + window.scrollY; + if (top < lastBottom) { + const margin = lastBottom - top; + marginChild.style.marginTop = `${margin}px`; + } + const styles = window.getComputedStyle(marginChild); + const marginTop = parseFloat(styles["marginTop"]); + lastBottom = top + marginChild.getBoundingClientRect().height + marginTop; + } + } +}; + +window.document.addEventListener("DOMContentLoaded", function (_event) { + // Recompute the position of margin elements anytime the body size changes + if (window.ResizeObserver) { + const resizeObserver = new window.ResizeObserver( + throttle(() => { + layoutMarginEls(); + if ( + window.document.body.getBoundingClientRect().width < 990 && + isReaderMode() + ) { + quartoToggleReader(); + } + }, 50) + ); + resizeObserver.observe(window.document.body); + } + + const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]'); + const sidebarEl = window.document.getElementById("quarto-sidebar"); + const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left"); + const marginSidebarEl = window.document.getElementById( + "quarto-margin-sidebar" + ); + // function to determine whether the element has a previous sibling that is active + const prevSiblingIsActiveLink = (el) => { + const sibling = el.previousElementSibling; + if (sibling && sibling.tagName === "A") { + return sibling.classList.contains("active"); + } else { + return false; + } + }; + + // fire slideEnter for bootstrap tab activations (for htmlwidget resize behavior) + function fireSlideEnter(e) { + const event = window.document.createEvent("Event"); + event.initEvent("slideenter", true, true); + window.document.dispatchEvent(event); + } + const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]'); + tabs.forEach((tab) => { + tab.addEventListener("shown.bs.tab", fireSlideEnter); + }); + + // fire slideEnter for tabby tab activations (for htmlwidget resize behavior) + document.addEventListener("tabby", fireSlideEnter, false); + + // Track scrolling and mark TOC links as active + // get table of contents and sidebar (bail if we don't have at least one) + const tocLinks = tocEl + ? [...tocEl.querySelectorAll("a[data-scroll-target]")] + : []; + const makeActive = (link) => tocLinks[link].classList.add("active"); + const removeActive = (link) => tocLinks[link].classList.remove("active"); + const removeAllActive = () => + [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link)); + + // activate the anchor for a section associated with this TOC entry + tocLinks.forEach((link) => { + link.addEventListener("click", () => { + if (link.href.indexOf("#") !== -1) { + const anchor = link.href.split("#")[1]; + const heading = window.document.querySelector( + `[data-anchor-id=${anchor}]` + ); + if (heading) { + // Add the class + heading.classList.add("reveal-anchorjs-link"); + + // function to show the anchor + const handleMouseout = () => { + heading.classList.remove("reveal-anchorjs-link"); + heading.removeEventListener("mouseout", handleMouseout); + }; + + // add a function to clear the anchor when the user mouses out of it + heading.addEventListener("mouseout", handleMouseout); + } + } + }); + }); + + const sections = tocLinks.map((link) => { + const target = link.getAttribute("data-scroll-target"); + if (target.startsWith("#")) { + return window.document.getElementById(decodeURI(`${target.slice(1)}`)); + } else { + return window.document.querySelector(decodeURI(`${target}`)); + } + }); + + const sectionMargin = 200; + let currentActive = 0; + // track whether we've initialized state the first time + let init = false; + + const updateActiveLink = () => { + // The index from bottom to top (e.g. reversed list) + let sectionIndex = -1; + if ( + window.innerHeight + window.pageYOffset >= + window.document.body.offsetHeight + ) { + sectionIndex = 0; + } else { + sectionIndex = [...sections].reverse().findIndex((section) => { + if (section) { + return window.pageYOffset >= section.offsetTop - sectionMargin; + } else { + return false; + } + }); + } + if (sectionIndex > -1) { + const current = sections.length - sectionIndex - 1; + if (current !== currentActive) { + removeAllActive(); + currentActive = current; + makeActive(current); + if (init) { + window.dispatchEvent(sectionChanged); + } + init = true; + } + } + }; + + const inHiddenRegion = (top, bottom, hiddenRegions) => { + for (const region of hiddenRegions) { + if (top <= region.bottom && bottom >= region.top) { + return true; + } + } + return false; + }; + + const categorySelector = "header.quarto-title-block .quarto-category"; + const activateCategories = (href) => { + // Find any categories + // Surround them with a link pointing back to: + // #category=Authoring + try { + const categoryEls = window.document.querySelectorAll(categorySelector); + for (const categoryEl of categoryEls) { + const categoryText = categoryEl.textContent; + if (categoryText) { + const link = `${href}#category=${encodeURIComponent(categoryText)}`; + const linkEl = window.document.createElement("a"); + linkEl.setAttribute("href", link); + for (const child of categoryEl.childNodes) { + linkEl.append(child); + } + categoryEl.appendChild(linkEl); + } + } + } catch { + // Ignore errors + } + }; + function hasTitleCategories() { + return window.document.querySelector(categorySelector) !== null; + } + + function offsetRelativeUrl(url) { + const offset = getMeta("quarto:offset"); + return offset ? offset + url : url; + } + + function offsetAbsoluteUrl(url) { + const offset = getMeta("quarto:offset"); + const baseUrl = new URL(offset, window.location); + + const projRelativeUrl = url.replace(baseUrl, ""); + if (projRelativeUrl.startsWith("/")) { + return projRelativeUrl; + } else { + return "/" + projRelativeUrl; + } + } + + // read a meta tag value + function getMeta(metaName) { + const metas = window.document.getElementsByTagName("meta"); + for (let i = 0; i < metas.length; i++) { + if (metas[i].getAttribute("name") === metaName) { + return metas[i].getAttribute("content"); + } + } + return ""; + } + + async function findAndActivateCategories() { + const currentPagePath = offsetAbsoluteUrl(window.location.href); + const response = await fetch(offsetRelativeUrl("listings.json")); + if (response.status == 200) { + return response.json().then(function (listingPaths) { + const listingHrefs = []; + for (const listingPath of listingPaths) { + const pathWithoutLeadingSlash = listingPath.listing.substring(1); + for (const item of listingPath.items) { + if ( + item === currentPagePath || + item === currentPagePath + "index.html" + ) { + // Resolve this path against the offset to be sure + // we already are using the correct path to the listing + // (this adjusts the listing urls to be rooted against + // whatever root the page is actually running against) + const relative = offsetRelativeUrl(pathWithoutLeadingSlash); + const baseUrl = window.location; + const resolvedPath = new URL(relative, baseUrl); + listingHrefs.push(resolvedPath.pathname); + break; + } + } + } + + // Look up the tree for a nearby linting and use that if we find one + const nearestListing = findNearestParentListing( + offsetAbsoluteUrl(window.location.pathname), + listingHrefs + ); + if (nearestListing) { + activateCategories(nearestListing); + } else { + // See if the referrer is a listing page for this item + const referredRelativePath = offsetAbsoluteUrl(document.referrer); + const referrerListing = listingHrefs.find((listingHref) => { + const isListingReferrer = + listingHref === referredRelativePath || + listingHref === referredRelativePath + "index.html"; + return isListingReferrer; + }); + + if (referrerListing) { + // Try to use the referrer if possible + activateCategories(referrerListing); + } else if (listingHrefs.length > 0) { + // Otherwise, just fall back to the first listing + activateCategories(listingHrefs[0]); + } + } + }); + } + } + if (hasTitleCategories()) { + findAndActivateCategories(); + } + + const findNearestParentListing = (href, listingHrefs) => { + if (!href || !listingHrefs) { + return undefined; + } + // Look up the tree for a nearby linting and use that if we find one + const relativeParts = href.substring(1).split("/"); + while (relativeParts.length > 0) { + const path = relativeParts.join("/"); + for (const listingHref of listingHrefs) { + if (listingHref.startsWith(path)) { + return listingHref; + } + } + relativeParts.pop(); + } + + return undefined; + }; + + const manageSidebarVisiblity = (el, placeholderDescriptor) => { + let isVisible = true; + let elRect; + + return (hiddenRegions) => { + if (el === null) { + return; + } + + // Find the last element of the TOC + const lastChildEl = el.lastElementChild; + + if (lastChildEl) { + // Converts the sidebar to a menu + const convertToMenu = () => { + for (const child of el.children) { + child.style.opacity = 0; + child.style.overflow = "hidden"; + } + + nexttick(() => { + const toggleContainer = window.document.createElement("div"); + toggleContainer.style.width = "100%"; + toggleContainer.classList.add("zindex-over-content"); + toggleContainer.classList.add("quarto-sidebar-toggle"); + toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom + toggleContainer.id = placeholderDescriptor.id; + toggleContainer.style.position = "fixed"; + + const toggleIcon = window.document.createElement("i"); + toggleIcon.classList.add("quarto-sidebar-toggle-icon"); + toggleIcon.classList.add("bi"); + toggleIcon.classList.add("bi-caret-down-fill"); + + const toggleTitle = window.document.createElement("div"); + const titleEl = window.document.body.querySelector( + placeholderDescriptor.titleSelector + ); + if (titleEl) { + toggleTitle.append( + titleEl.textContent || titleEl.innerText, + toggleIcon + ); + } + toggleTitle.classList.add("zindex-over-content"); + toggleTitle.classList.add("quarto-sidebar-toggle-title"); + toggleContainer.append(toggleTitle); + + const toggleContents = window.document.createElement("div"); + toggleContents.classList = el.classList; + toggleContents.classList.add("zindex-over-content"); + toggleContents.classList.add("quarto-sidebar-toggle-contents"); + for (const child of el.children) { + if (child.id === "toc-title") { + continue; + } + + const clone = child.cloneNode(true); + clone.style.opacity = 1; + clone.style.display = null; + toggleContents.append(clone); + } + toggleContents.style.height = "0px"; + const positionToggle = () => { + // position the element (top left of parent, same width as parent) + if (!elRect) { + elRect = el.getBoundingClientRect(); + } + toggleContainer.style.left = `${elRect.left}px`; + toggleContainer.style.top = `${elRect.top}px`; + toggleContainer.style.width = `${elRect.width}px`; + }; + positionToggle(); + + toggleContainer.append(toggleContents); + el.parentElement.prepend(toggleContainer); + + // Process clicks + let tocShowing = false; + // Allow the caller to control whether this is dismissed + // when it is clicked (e.g. sidebar navigation supports + // opening and closing the nav tree, so don't dismiss on click) + const clickEl = placeholderDescriptor.dismissOnClick + ? toggleContainer + : toggleTitle; + + const closeToggle = () => { + if (tocShowing) { + toggleContainer.classList.remove("expanded"); + toggleContents.style.height = "0px"; + tocShowing = false; + } + }; + + // Get rid of any expanded toggle if the user scrolls + window.document.addEventListener( + "scroll", + throttle(() => { + closeToggle(); + }, 50) + ); + + // Handle positioning of the toggle + window.addEventListener( + "resize", + throttle(() => { + elRect = undefined; + positionToggle(); + }, 50) + ); + + window.addEventListener("quarto-hrChanged", () => { + elRect = undefined; + }); + + // Process the click + clickEl.onclick = () => { + if (!tocShowing) { + toggleContainer.classList.add("expanded"); + toggleContents.style.height = null; + tocShowing = true; + } else { + closeToggle(); + } + }; + }); + }; + + // Converts a sidebar from a menu back to a sidebar + const convertToSidebar = () => { + for (const child of el.children) { + child.style.opacity = 1; + child.style.overflow = null; + } + + const placeholderEl = window.document.getElementById( + placeholderDescriptor.id + ); + if (placeholderEl) { + placeholderEl.remove(); + } + + el.classList.remove("rollup"); + }; + + if (isReaderMode()) { + convertToMenu(); + isVisible = false; + } else { + // Find the top and bottom o the element that is being managed + const elTop = el.offsetTop; + const elBottom = + elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight; + + if (!isVisible) { + // If the element is current not visible reveal if there are + // no conflicts with overlay regions + if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) { + convertToSidebar(); + isVisible = true; + } + } else { + // If the element is visible, hide it if it conflicts with overlay regions + // and insert a placeholder toggle (or if we're in reader mode) + if (inHiddenRegion(elTop, elBottom, hiddenRegions)) { + convertToMenu(); + isVisible = false; + } + } + } + } + }; + }; + + const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]'); + for (const tabEl of tabEls) { + const id = tabEl.getAttribute("data-bs-target"); + if (id) { + const columnEl = document.querySelector( + `${id} .column-margin, .tabset-margin-content` + ); + if (columnEl) + tabEl.addEventListener("shown.bs.tab", function (event) { + const el = event.srcElement; + if (el) { + const visibleCls = `${el.id}-margin-content`; + // walk up until we find a parent tabset + let panelTabsetEl = el.parentElement; + while (panelTabsetEl) { + if (panelTabsetEl.classList.contains("panel-tabset")) { + break; + } + panelTabsetEl = panelTabsetEl.parentElement; + } + + if (panelTabsetEl) { + const prevSib = panelTabsetEl.previousElementSibling; + if ( + prevSib && + prevSib.classList.contains("tabset-margin-container") + ) { + const childNodes = prevSib.querySelectorAll( + ".tabset-margin-content" + ); + for (const childEl of childNodes) { + if (childEl.classList.contains(visibleCls)) { + childEl.classList.remove("collapse"); + } else { + childEl.classList.add("collapse"); + } + } + } + } + } + + layoutMarginEls(); + }); + } + } + + // Manage the visibility of the toc and the sidebar + const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, { + id: "quarto-toc-toggle", + titleSelector: "#toc-title", + dismissOnClick: true, + }); + const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, { + id: "quarto-sidebarnav-toggle", + titleSelector: ".title", + dismissOnClick: false, + }); + let tocLeftScrollVisibility; + if (leftTocEl) { + tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, { + id: "quarto-lefttoc-toggle", + titleSelector: "#toc-title", + dismissOnClick: true, + }); + } + + // Find the first element that uses formatting in special columns + const conflictingEls = window.document.body.querySelectorAll( + '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]' + ); + + // Filter all the possibly conflicting elements into ones + // the do conflict on the left or ride side + const arrConflictingEls = Array.from(conflictingEls); + const leftSideConflictEls = arrConflictingEls.filter((el) => { + if (el.tagName === "ASIDE") { + return false; + } + return Array.from(el.classList).find((className) => { + return ( + className !== "column-body" && + className.startsWith("column-") && + !className.endsWith("right") && + !className.endsWith("container") && + className !== "column-margin" + ); + }); + }); + const rightSideConflictEls = arrConflictingEls.filter((el) => { + if (el.tagName === "ASIDE") { + return true; + } + + const hasMarginCaption = Array.from(el.classList).find((className) => { + return className == "margin-caption"; + }); + if (hasMarginCaption) { + return true; + } + + return Array.from(el.classList).find((className) => { + return ( + className !== "column-body" && + !className.endsWith("container") && + className.startsWith("column-") && + !className.endsWith("left") + ); + }); + }); + + const kOverlapPaddingSize = 10; + function toRegions(els) { + return els.map((el) => { + const boundRect = el.getBoundingClientRect(); + const top = + boundRect.top + + document.documentElement.scrollTop - + kOverlapPaddingSize; + return { + top, + bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize, + }; + }); + } + + let hasObserved = false; + const visibleItemObserver = (els) => { + let visibleElements = [...els]; + const intersectionObserver = new IntersectionObserver( + (entries, _observer) => { + entries.forEach((entry) => { + if (entry.isIntersecting) { + if (visibleElements.indexOf(entry.target) === -1) { + visibleElements.push(entry.target); + } + } else { + visibleElements = visibleElements.filter((visibleEntry) => { + return visibleEntry !== entry; + }); + } + }); + + if (!hasObserved) { + hideOverlappedSidebars(); + } + hasObserved = true; + }, + {} + ); + els.forEach((el) => { + intersectionObserver.observe(el); + }); + + return { + getVisibleEntries: () => { + return visibleElements; + }, + }; + }; + + const rightElementObserver = visibleItemObserver(rightSideConflictEls); + const leftElementObserver = visibleItemObserver(leftSideConflictEls); + + const hideOverlappedSidebars = () => { + marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries())); + sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries())); + if (tocLeftScrollVisibility) { + tocLeftScrollVisibility( + toRegions(leftElementObserver.getVisibleEntries()) + ); + } + }; + + window.quartoToggleReader = () => { + // Applies a slow class (or removes it) + // to update the transition speed + const slowTransition = (slow) => { + const manageTransition = (id, slow) => { + const el = document.getElementById(id); + if (el) { + if (slow) { + el.classList.add("slow"); + } else { + el.classList.remove("slow"); + } + } + }; + + manageTransition("TOC", slow); + manageTransition("quarto-sidebar", slow); + }; + const readerMode = !isReaderMode(); + setReaderModeValue(readerMode); + + // If we're entering reader mode, slow the transition + if (readerMode) { + slowTransition(readerMode); + } + highlightReaderToggle(readerMode); + hideOverlappedSidebars(); + + // If we're exiting reader mode, restore the non-slow transition + if (!readerMode) { + slowTransition(!readerMode); + } + }; + + const highlightReaderToggle = (readerMode) => { + const els = document.querySelectorAll(".quarto-reader-toggle"); + if (els) { + els.forEach((el) => { + if (readerMode) { + el.classList.add("reader"); + } else { + el.classList.remove("reader"); + } + }); + } + }; + + const setReaderModeValue = (val) => { + if (window.location.protocol !== "file:") { + window.localStorage.setItem("quarto-reader-mode", val); + } else { + localReaderMode = val; + } + }; + + const isReaderMode = () => { + if (window.location.protocol !== "file:") { + return window.localStorage.getItem("quarto-reader-mode") === "true"; + } else { + return localReaderMode; + } + }; + let localReaderMode = null; + + const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded"); + const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1; + + // Walk the TOC and collapse/expand nodes + // Nodes are expanded if: + // - they are top level + // - they have children that are 'active' links + // - they are directly below an link that is 'active' + const walk = (el, depth) => { + // Tick depth when we enter a UL + if (el.tagName === "UL") { + depth = depth + 1; + } + + // It this is active link + let isActiveNode = false; + if (el.tagName === "A" && el.classList.contains("active")) { + isActiveNode = true; + } + + // See if there is an active child to this element + let hasActiveChild = false; + for (child of el.children) { + hasActiveChild = walk(child, depth) || hasActiveChild; + } + + // Process the collapse state if this is an UL + if (el.tagName === "UL") { + if (tocOpenDepth === -1 && depth > 1) { + el.classList.add("collapse"); + } else if ( + depth <= tocOpenDepth || + hasActiveChild || + prevSiblingIsActiveLink(el) + ) { + el.classList.remove("collapse"); + } else { + el.classList.add("collapse"); + } + + // untick depth when we leave a UL + depth = depth - 1; + } + return hasActiveChild || isActiveNode; + }; + + // walk the TOC and expand / collapse any items that should be shown + + if (tocEl) { + walk(tocEl, 0); + updateActiveLink(); + } + + // Throttle the scroll event and walk peridiocally + window.document.addEventListener( + "scroll", + throttle(() => { + if (tocEl) { + updateActiveLink(); + walk(tocEl, 0); + } + if (!isReaderMode()) { + hideOverlappedSidebars(); + } + }, 5) + ); + window.addEventListener( + "resize", + throttle(() => { + if (!isReaderMode()) { + hideOverlappedSidebars(); + } + }, 10) + ); + hideOverlappedSidebars(); + highlightReaderToggle(isReaderMode()); +}); + +// grouped tabsets +window.addEventListener("pageshow", (_event) => { + function getTabSettings() { + const data = localStorage.getItem("quarto-persistent-tabsets-data"); + if (!data) { + localStorage.setItem("quarto-persistent-tabsets-data", "{}"); + return {}; + } + if (data) { + return JSON.parse(data); + } + } + + function setTabSettings(data) { + localStorage.setItem( + "quarto-persistent-tabsets-data", + JSON.stringify(data) + ); + } + + function setTabState(groupName, groupValue) { + const data = getTabSettings(); + data[groupName] = groupValue; + setTabSettings(data); + } + + function toggleTab(tab, active) { + const tabPanelId = tab.getAttribute("aria-controls"); + const tabPanel = document.getElementById(tabPanelId); + if (active) { + tab.classList.add("active"); + tabPanel.classList.add("active"); + } else { + tab.classList.remove("active"); + tabPanel.classList.remove("active"); + } + } + + function toggleAll(selectedGroup, selectorsToSync) { + for (const [thisGroup, tabs] of Object.entries(selectorsToSync)) { + const active = selectedGroup === thisGroup; + for (const tab of tabs) { + toggleTab(tab, active); + } + } + } + + function findSelectorsToSyncByLanguage() { + const result = {}; + const tabs = Array.from( + document.querySelectorAll(`div[data-group] a[id^='tabset-']`) + ); + for (const item of tabs) { + const div = item.parentElement.parentElement.parentElement; + const group = div.getAttribute("data-group"); + if (!result[group]) { + result[group] = {}; + } + const selectorsToSync = result[group]; + const value = item.innerHTML; + if (!selectorsToSync[value]) { + selectorsToSync[value] = []; + } + selectorsToSync[value].push(item); + } + return result; + } + + function setupSelectorSync() { + const selectorsToSync = findSelectorsToSyncByLanguage(); + Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => { + Object.entries(tabSetsByValue).forEach(([value, items]) => { + items.forEach((item) => { + item.addEventListener("click", (_event) => { + setTabState(group, value); + toggleAll(value, selectorsToSync[group]); + }); + }); + }); + }); + return selectorsToSync; + } + + const selectorsToSync = setupSelectorSync(); + for (const [group, selectedName] of Object.entries(getTabSettings())) { + const selectors = selectorsToSync[group]; + // it's possible that stale state gives us empty selections, so we explicitly check here. + if (selectors) { + toggleAll(selectedName, selectors); + } + } +}); + +function throttle(func, wait) { + let waiting = false; + return function () { + if (!waiting) { + func.apply(this, arguments); + waiting = true; + setTimeout(function () { + waiting = false; + }, wait); + } + }; +} + +function nexttick(func) { + return setTimeout(func, 0); +} diff --git a/ja/site_libs/quarto-html/tippy.css b/ja/site_libs/quarto-html/tippy.css new file mode 100644 index 0000000..e6ae635 --- /dev/null +++ b/ja/site_libs/quarto-html/tippy.css @@ -0,0 +1 @@ +.tippy-box[data-animation=fade][data-state=hidden]{opacity:0}[data-tippy-root]{max-width:calc(100vw - 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+ setCategoryHash(category); + } +}; + +window["quarto-listing-loaded"] = () => { + // Process any existing hash + const hash = getHash(); + + if (hash) { + // If there is a category, switch to that + if (hash.category) { + activateCategory(hash.category); + } + // Paginate a specific listing + const listingIds = Object.keys(window["quarto-listings"]); + for (const listingId of listingIds) { + const page = hash[getListingPageKey(listingId)]; + if (page) { + showPage(listingId, page); + } + } + } + + const listingIds = Object.keys(window["quarto-listings"]); + for (const listingId of listingIds) { + // The actual list + const list = window["quarto-listings"][listingId]; + + // Update the handlers for pagination events + refreshPaginationHandlers(listingId); + + // Render any visible items that need it + renderVisibleProgressiveImages(list); + + // Whenever the list is updated, we also need to + // attach handlers to the new pagination elements + // and refresh any newly visible items. + list.on("updated", function () { + renderVisibleProgressiveImages(list); + setTimeout(() => refreshPaginationHandlers(listingId)); + + // Show or hide the no matching message + toggleNoMatchingMessage(list); + }); + } +}; + +window.document.addEventListener("DOMContentLoaded", function (_event) { + // Attach click handlers to categories + const categoryEls = window.document.querySelectorAll( + ".quarto-listing-category .category" + ); + + for (const categoryEl of categoryEls) { + const category = categoryEl.getAttribute("data-category"); + categoryEl.onclick = () => { + activateCategory(category); + setCategoryHash(category); + }; + } + + // Attach a click handler to the category title + // (there should be only one, but since it is a class name, handle N) + const categoryTitleEls = window.document.querySelectorAll( + ".quarto-listing-category-title" + ); + for (const categoryTitleEl of categoryTitleEls) { + categoryTitleEl.onclick = () => { + activateCategory(""); + setCategoryHash(""); + }; + } + + categoriesLoaded = true; +}); + +function toggleNoMatchingMessage(list) { + const selector = `#${list.listContainer.id} .listing-no-matching`; + const noMatchingEl = window.document.querySelector(selector); + if (noMatchingEl) { + if (list.visibleItems.length === 0) { + noMatchingEl.classList.remove("d-none"); + } else { + if (!noMatchingEl.classList.contains("d-none")) { + noMatchingEl.classList.add("d-none"); + } + } + } +} + +function setCategoryHash(category) { + setHash({ category }); +} + +function setPageHash(listingId, page) { + const currentHash = getHash() || {}; + currentHash[getListingPageKey(listingId)] = page; + setHash(currentHash); +} + +function getListingPageKey(listingId) { + return `${listingId}-page`; +} + +function refreshPaginationHandlers(listingId) { + const listingEl = window.document.getElementById(listingId); + const paginationEls = listingEl.querySelectorAll( + ".pagination li.page-item:not(.disabled) .page.page-link" + ); + for (const paginationEl of paginationEls) { + paginationEl.onclick = (sender) => { + setPageHash(listingId, sender.target.getAttribute("data-i")); + showPage(listingId, sender.target.getAttribute("data-i")); + return false; + }; + } +} + +function renderVisibleProgressiveImages(list) { + // Run through the visible items and render any progressive images + for (const item of list.visibleItems) { + const itemEl = item.elm; + if (itemEl) { + const progressiveImgs = itemEl.querySelectorAll( + `img[${kProgressiveAttr}]` + ); + for (const progressiveImg of progressiveImgs) { + const srcValue = progressiveImg.getAttribute(kProgressiveAttr); + if (srcValue) { + progressiveImg.setAttribute("src", srcValue); + } + progressiveImg.removeAttribute(kProgressiveAttr); + } + } + } +} + +function getHash() { + // Hashes are of the form + // #name:value|name1:value1|name2:value2 + const currentUrl = new URL(window.location); + const hashRaw = currentUrl.hash ? currentUrl.hash.slice(1) : undefined; + return parseHash(hashRaw); +} + +const kAnd = "&"; +const kEquals = "="; + +function parseHash(hash) { + if (!hash) { + return undefined; + } + const hasValuesStrs = hash.split(kAnd); + const hashValues = hasValuesStrs + .map((hashValueStr) => { + const vals = hashValueStr.split(kEquals); + if (vals.length === 2) { + return { name: vals[0], value: vals[1] }; + } else { + return undefined; + } + }) + .filter((value) => { + return value !== undefined; + }); + + const hashObj = {}; + hashValues.forEach((hashValue) => { + hashObj[hashValue.name] = decodeURIComponent(hashValue.value); + }); + return hashObj; +} + +function makeHash(obj) { + return Object.keys(obj) + .map((key) => { + return `${key}${kEquals}${obj[key]}`; + }) + .join(kAnd); +} + +function setHash(obj) { + const hash = makeHash(obj); + window.history.pushState(null, null, `#${hash}`); +} + +function showPage(listingId, page) { + const list = window["quarto-listings"][listingId]; + if (list) { + list.show((page - 1) * list.page + 1, list.page); + } +} + +function activateCategory(category) { + // Deactivate existing categories + const activeEls = window.document.querySelectorAll( + ".quarto-listing-category .category.active" + ); + for (const activeEl of activeEls) { + activeEl.classList.remove("active"); + } + + // Activate this category + const categoryEl = window.document.querySelector( + `.quarto-listing-category .category[data-category='${category}'` + ); + if (categoryEl) { + categoryEl.classList.add("active"); + } + + // Filter the listings to this category + filterListingCategory(category); +} + +function filterListingCategory(category) { + const listingIds = Object.keys(window["quarto-listings"]); + for (const listingId of listingIds) { + const list = window["quarto-listings"][listingId]; + if (list) { + if (category === "") { + // resets the filter + list.filter(); + } else { + // filter to this category + list.filter(function (item) { + const itemValues = item.values(); + if (itemValues.categories !== null) { + const categories = itemValues.categories.split(","); + return categories.includes(category); + } else { + return false; + } + }); + } + } + } +} diff --git a/ja/site_libs/quarto-nav/headroom.min.js b/ja/site_libs/quarto-nav/headroom.min.js new file mode 100644 index 0000000..b08f1df --- /dev/null +++ b/ja/site_libs/quarto-nav/headroom.min.js @@ -0,0 +1,7 @@ +/*! + * headroom.js v0.12.0 - Give your page some headroom. Hide your header until you need it + * Copyright (c) 2020 Nick Williams - http://wicky.nillia.ms/headroom.js + * License: MIT + */ + +!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?module.exports=n():"function"==typeof define&&define.amd?define(n):(t=t||self).Headroom=n()}(this,function(){"use strict";function t(){return"undefined"!=typeof window}function d(t){return function(t){return t&&t.document&&function(t){return 9===t.nodeType}(t.document)}(t)?function(t){var n=t.document,o=n.body,s=n.documentElement;return{scrollHeight:function(){return Math.max(o.scrollHeight,s.scrollHeight,o.offsetHeight,s.offsetHeight,o.clientHeight,s.clientHeight)},height:function(){return t.innerHeight||s.clientHeight||o.clientHeight},scrollY:function(){return void 0!==t.pageYOffset?t.pageYOffset:(s||o.parentNode||o).scrollTop}}}(t):function(t){return{scrollHeight:function(){return Math.max(t.scrollHeight,t.offsetHeight,t.clientHeight)},height:function(){return 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+++ b/ja/site_libs/quarto-nav/quarto-nav.js @@ -0,0 +1,288 @@ +const headroomChanged = new CustomEvent("quarto-hrChanged", { + detail: {}, + bubbles: true, + cancelable: false, + composed: false, +}); + +window.document.addEventListener("DOMContentLoaded", function () { + let init = false; + + // Manage the back to top button, if one is present. + let lastScrollTop = window.pageYOffset || document.documentElement.scrollTop; + const scrollDownBuffer = 5; + const scrollUpBuffer = 35; + const btn = document.getElementById("quarto-back-to-top"); + const hideBackToTop = () => { + btn.style.display = "none"; + }; + const showBackToTop = () => { + btn.style.display = "inline-block"; + }; + if (btn) { + window.document.addEventListener( + "scroll", + function () { + const currentScrollTop = + window.pageYOffset || document.documentElement.scrollTop; + + // Shows and hides the button 'intelligently' as the user scrolls + if (currentScrollTop - scrollDownBuffer > lastScrollTop) { + hideBackToTop(); + lastScrollTop = currentScrollTop <= 0 ? 0 : currentScrollTop; + } else if (currentScrollTop < lastScrollTop - scrollUpBuffer) { + showBackToTop(); + lastScrollTop = currentScrollTop <= 0 ? 0 : currentScrollTop; + } + + // Show the button at the bottom, hides it at the top + if (currentScrollTop <= 0) { + hideBackToTop(); + } else if ( + window.innerHeight + currentScrollTop >= + document.body.offsetHeight + ) { + showBackToTop(); + } + }, + false + ); + } + + function throttle(func, wait) { + var timeout; + return function () { + const context = this; + const args = arguments; + const later = function () { + clearTimeout(timeout); + timeout = null; + func.apply(context, args); + }; + + if (!timeout) { + timeout = setTimeout(later, wait); + } + }; + } + + function headerOffset() { + // Set an offset if there is are fixed top navbar + const headerEl = window.document.querySelector("header.fixed-top"); + if (headerEl) { + return headerEl.clientHeight; + } else { + return 0; + } + } + + function footerOffset() { + const footerEl = window.document.querySelector("footer.footer"); + if (footerEl) { + return footerEl.clientHeight; + } else { + return 0; + } + } + + function dashboardOffset() { + const dashboardNavEl = window.document.getElementById( + "quarto-dashboard-header" + ); + if (dashboardNavEl !== null) { + return dashboardNavEl.clientHeight; + } else { + return 0; + } + } + + function updateDocumentOffsetWithoutAnimation() { + updateDocumentOffset(false); + } + + function updateDocumentOffset(animated) { + // set body offset + const topOffset = headerOffset(); + const bodyOffset = topOffset + footerOffset() + dashboardOffset(); + const bodyEl = window.document.body; + bodyEl.setAttribute("data-bs-offset", topOffset); + bodyEl.style.paddingTop = topOffset + "px"; + + // deal with sidebar offsets + const sidebars = window.document.querySelectorAll( + ".sidebar, .headroom-target" + ); + sidebars.forEach((sidebar) => { + if (!animated) { + sidebar.classList.add("notransition"); + // Remove the no transition class after the animation has time to complete + setTimeout(function () { + sidebar.classList.remove("notransition"); + }, 201); + } + + if (window.Headroom && sidebar.classList.contains("sidebar-unpinned")) { + sidebar.style.top = "0"; + sidebar.style.maxHeight = "100vh"; + } else { + sidebar.style.top = topOffset + "px"; + sidebar.style.maxHeight = "calc(100vh - " + topOffset + "px)"; + } + }); + + // allow space for footer + const mainContainer = window.document.querySelector(".quarto-container"); + if (mainContainer) { + mainContainer.style.minHeight = "calc(100vh - " + bodyOffset + "px)"; + } + + // link offset + let linkStyle = window.document.querySelector("#quarto-target-style"); + if (!linkStyle) { + linkStyle = window.document.createElement("style"); + linkStyle.setAttribute("id", "quarto-target-style"); + window.document.head.appendChild(linkStyle); + } + while (linkStyle.firstChild) { + linkStyle.removeChild(linkStyle.firstChild); + } + if (topOffset > 0) { + linkStyle.appendChild( + window.document.createTextNode(` + section:target::before { + content: ""; + display: block; + height: ${topOffset}px; + margin: -${topOffset}px 0 0; + }`) + ); + } + if (init) { + window.dispatchEvent(headroomChanged); + } + init = true; + } + + // initialize headroom + var header = window.document.querySelector("#quarto-header"); + if (header && window.Headroom) { + const headroom = new window.Headroom(header, { + tolerance: 5, + onPin: function () { + const sidebars = window.document.querySelectorAll( + ".sidebar, .headroom-target" + ); + sidebars.forEach((sidebar) => { + sidebar.classList.remove("sidebar-unpinned"); + }); + updateDocumentOffset(); + }, + onUnpin: function () { + const sidebars = window.document.querySelectorAll( + ".sidebar, .headroom-target" + ); + sidebars.forEach((sidebar) => { + sidebar.classList.add("sidebar-unpinned"); + }); + updateDocumentOffset(); + }, + }); + headroom.init(); + + let frozen = false; + window.quartoToggleHeadroom = function () { + if (frozen) { + headroom.unfreeze(); + frozen = false; + } else { + headroom.freeze(); + frozen = true; + } + }; + } + + window.addEventListener( + "hashchange", + function (e) { + if ( + getComputedStyle(document.documentElement).scrollBehavior !== "smooth" + ) { + window.scrollTo(0, window.pageYOffset - headerOffset()); + } + }, + false + ); + + // Observe size changed for the header + const headerEl = window.document.querySelector("header.fixed-top"); + if (headerEl && window.ResizeObserver) { + const observer = new window.ResizeObserver(() => { + setTimeout(updateDocumentOffsetWithoutAnimation, 0); + }); + observer.observe(headerEl, { + attributes: true, + childList: true, + characterData: true, + }); + } else { + window.addEventListener( + "resize", + throttle(updateDocumentOffsetWithoutAnimation, 50) + ); + } + setTimeout(updateDocumentOffsetWithoutAnimation, 250); + + // fixup index.html links if we aren't on the filesystem + if (window.location.protocol !== "file:") { + const links = window.document.querySelectorAll("a"); + for (let i = 0; i < links.length; i++) { + if (links[i].href) { + links[i].href = links[i].href.replace(/\/index\.html/, "/"); + } + } + + // Fixup any sharing links that require urls + // Append url to any sharing urls + const sharingLinks = window.document.querySelectorAll( + "a.sidebar-tools-main-item, a.quarto-navigation-tool, a.quarto-navbar-tools, a.quarto-navbar-tools-item" + ); + for (let i = 0; i < sharingLinks.length; i++) { + const sharingLink = sharingLinks[i]; + const href = sharingLink.getAttribute("href"); + if (href) { + sharingLink.setAttribute( + "href", + href.replace("|url|", window.location.href) + ); + } + } + + // Scroll the active navigation item into view, if necessary + const navSidebar = window.document.querySelector("nav#quarto-sidebar"); + if (navSidebar) { + // Find the active item + const activeItem = navSidebar.querySelector("li.sidebar-item a.active"); + if (activeItem) { + // Wait for the scroll height and height to resolve by observing size changes on the + // nav element that is scrollable + const resizeObserver = new ResizeObserver((_entries) => { + // The bottom of the element + const elBottom = activeItem.offsetTop; + const viewBottom = navSidebar.scrollTop + navSidebar.clientHeight; + + // The element height and scroll height are the same, then we are still loading + if (viewBottom !== navSidebar.scrollHeight) { + // Determine if the item isn't visible and scroll to it + if (elBottom >= viewBottom) { + navSidebar.scrollTop = elBottom; + } + + // stop observing now since we've completed the scroll + resizeObserver.unobserve(navSidebar); + } + }); + resizeObserver.observe(navSidebar); + } + } + } +}); diff --git a/ja/site_libs/quarto-search/autocomplete.umd.js b/ja/site_libs/quarto-search/autocomplete.umd.js new file mode 100644 index 0000000..ae0063a --- /dev/null +++ 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a/ja/site_libs/quarto-search/quarto-search.js b/ja/site_libs/quarto-search/quarto-search.js new file mode 100644 index 0000000..b54e65f --- /dev/null +++ b/ja/site_libs/quarto-search/quarto-search.js @@ -0,0 +1,1242 @@ +const kQueryArg = "q"; +const kResultsArg = "show-results"; + +// If items don't provide a URL, then both the navigator and the onSelect +// function aren't called (and therefore, the default implementation is used) +// +// We're using this sentinel URL to signal to those handlers that this +// item is a more item (along with the type) and can be handled appropriately +const kItemTypeMoreHref = "0767FDFD-0422-4E5A-BC8A-3BE11E5BBA05"; + +window.document.addEventListener("DOMContentLoaded", function (_event) { + // Ensure that search is available on this page. If it isn't, + // should return early and not do anything + var searchEl = window.document.getElementById("quarto-search"); + if (!searchEl) return; + + const { autocomplete } = window["@algolia/autocomplete-js"]; + + let quartoSearchOptions = {}; + let language = {}; + const searchOptionEl = window.document.getElementById( + "quarto-search-options" + ); + if (searchOptionEl) { + const jsonStr = searchOptionEl.textContent; + quartoSearchOptions = JSON.parse(jsonStr); + language = quartoSearchOptions.language; + } + + // note the search mode + if (quartoSearchOptions.type === "overlay") { + searchEl.classList.add("type-overlay"); + } else { + searchEl.classList.add("type-textbox"); + } + + // Used to determine highlighting behavior for this page + // A `q` query param is expected when the user follows a search + // to this page + const currentUrl = new URL(window.location); + const query = currentUrl.searchParams.get(kQueryArg); + const showSearchResults = currentUrl.searchParams.get(kResultsArg); + const mainEl = window.document.querySelector("main"); + + // highlight matches on the page + if (query && mainEl) { + // perform any highlighting + highlight(escapeRegExp(query), mainEl); + + // fix up the URL to remove the q query param + const replacementUrl = new URL(window.location); + replacementUrl.searchParams.delete(kQueryArg); + window.history.replaceState({}, "", replacementUrl); + } + + // function to clear highlighting on the page when the search query changes + // (e.g. if the user edits the query or clears it) + let highlighting = true; + const resetHighlighting = (searchTerm) => { + if (mainEl && highlighting && query && searchTerm !== query) { + clearHighlight(query, mainEl); + highlighting = false; + } + }; + + // Clear search highlighting when the user scrolls sufficiently + const resetFn = () => { + resetHighlighting(""); + window.removeEventListener("quarto-hrChanged", resetFn); + window.removeEventListener("quarto-sectionChanged", resetFn); + }; + + // Register this event after the initial scrolling and settling of events + // on the page + window.addEventListener("quarto-hrChanged", resetFn); + window.addEventListener("quarto-sectionChanged", resetFn); + + // Responsively switch to overlay mode if the search is present on the navbar + // Note that switching the sidebar to overlay mode requires more coordinate (not just + // the media query since we generate different HTML for sidebar overlays than we do + // for sidebar input UI) + const detachedMediaQuery = + quartoSearchOptions.type === "overlay" ? "all" : "(max-width: 991px)"; + + // If configured, include the analytics client to send insights + const plugins = configurePlugins(quartoSearchOptions); + + let lastState = null; + const { setIsOpen, setQuery, setCollections } = autocomplete({ + container: searchEl, + detachedMediaQuery: detachedMediaQuery, + defaultActiveItemId: 0, + panelContainer: "#quarto-search-results", + panelPlacement: quartoSearchOptions["panel-placement"], + debug: false, + openOnFocus: true, + plugins, + classNames: { + form: "d-flex", + }, + placeholder: language["search-text-placeholder"], + translations: { + clearButtonTitle: language["search-clear-button-title"], + detachedCancelButtonText: language["search-detached-cancel-button-title"], + submitButtonTitle: language["search-submit-button-title"], + }, + initialState: { + query, + }, + getItemUrl({ item }) { + return item.href; + }, + onStateChange({ state }) { + // If this is a file URL, note that + + // Perhaps reset highlighting + resetHighlighting(state.query); + + // If the panel just opened, ensure the panel is positioned properly + if (state.isOpen) { + if (lastState && !lastState.isOpen) { + setTimeout(() => { + positionPanel(quartoSearchOptions["panel-placement"]); + }, 150); + } + } + + // Perhaps show the copy link + showCopyLink(state.query, quartoSearchOptions); + + lastState = state; + }, + reshape({ sources, state }) { + return sources.map((source) => { + try { + const items = source.getItems(); + + // Validate the items + validateItems(items); + + // group the items by document + const groupedItems = new Map(); + items.forEach((item) => { + const hrefParts = item.href.split("#"); + const baseHref = hrefParts[0]; + const isDocumentItem = hrefParts.length === 1; + + const items = groupedItems.get(baseHref); + if (!items) { + groupedItems.set(baseHref, [item]); + } else { + // If the href for this item matches the document + // exactly, place this item first as it is the item that represents + // the document itself + if (isDocumentItem) { + items.unshift(item); + } else { + items.push(item); + } + groupedItems.set(baseHref, items); + } + }); + + const reshapedItems = []; + let count = 1; + for (const [_key, value] of groupedItems) { + const firstItem = value[0]; + reshapedItems.push({ + ...firstItem, + type: kItemTypeDoc, + }); + + const collapseMatches = quartoSearchOptions["collapse-after"]; + const collapseCount = + typeof collapseMatches === "number" ? collapseMatches : 1; + + if (value.length > 1) { + const target = `search-more-${count}`; + const isExpanded = + state.context.expanded && + state.context.expanded.includes(target); + + const remainingCount = value.length - collapseCount; + + for (let i = 1; i < value.length; i++) { + if (collapseMatches && i === collapseCount) { + reshapedItems.push({ + target, + title: isExpanded + ? language["search-hide-matches-text"] + : remainingCount === 1 + ? `${remainingCount} ${language["search-more-match-text"]}` + : `${remainingCount} ${language["search-more-matches-text"]}`, + type: kItemTypeMore, + href: kItemTypeMoreHref, + }); + } + + if (isExpanded || !collapseMatches || i < collapseCount) { + reshapedItems.push({ + ...value[i], + type: kItemTypeItem, + target, + }); + } + } + } + count += 1; + } + + return { + ...source, + getItems() { + return reshapedItems; + }, + }; + } catch (error) { + // Some form of error occurred + return { + ...source, + getItems() { + return [ + { + title: error.name || "An Error Occurred While Searching", + text: + error.message || + "An unknown error occurred while attempting to perform the requested search.", + type: kItemTypeError, + }, + ]; + }, + }; + } + }); + }, + navigator: { + navigate({ itemUrl }) { + if (itemUrl !== offsetURL(kItemTypeMoreHref)) { + window.location.assign(itemUrl); + } + }, + navigateNewTab({ itemUrl }) { + if (itemUrl !== offsetURL(kItemTypeMoreHref)) { + const windowReference = window.open(itemUrl, "_blank", "noopener"); + if (windowReference) { + windowReference.focus(); + } + } + }, + navigateNewWindow({ itemUrl }) { + if (itemUrl !== offsetURL(kItemTypeMoreHref)) { + window.open(itemUrl, "_blank", "noopener"); + } + }, + }, + getSources({ state, setContext, setActiveItemId, refresh }) { + return [ + { + sourceId: "documents", + getItemUrl({ item }) { + if (item.href) { + return offsetURL(item.href); + } else { + return undefined; + } + }, + onSelect({ + item, + state, + setContext, + setIsOpen, + setActiveItemId, + refresh, + }) { + if (item.type === kItemTypeMore) { + toggleExpanded(item, state, setContext, setActiveItemId, refresh); + + // Toggle more + setIsOpen(true); + } + }, + getItems({ query }) { + if (query === null || query === "") { + return []; + } + + const limit = quartoSearchOptions.limit; + if (quartoSearchOptions.algolia) { + return algoliaSearch(query, limit, quartoSearchOptions.algolia); + } else { + // Fuse search options + const fuseSearchOptions = { + isCaseSensitive: false, + shouldSort: true, + minMatchCharLength: 2, + limit: limit, + }; + + return readSearchData().then(function (fuse) { + return fuseSearch(query, fuse, fuseSearchOptions); + }); + } + }, + templates: { + noResults({ createElement }) { + const hasQuery = lastState.query; + + return createElement( + "div", + { + class: `quarto-search-no-results${ + hasQuery ? "" : " no-query" + }`, + }, + language["search-no-results-text"] + ); + }, + header({ items, createElement }) { + // count the documents + const count = items.filter((item) => { + return item.type === kItemTypeDoc; + }).length; + + if (count > 0) { + return createElement( + "div", + { class: "search-result-header" }, + `${count} ${language["search-matching-documents-text"]}` + ); + } else { + return createElement( + "div", + { class: "search-result-header-no-results" }, + `` + ); + } + }, + footer({ _items, createElement }) { + if ( + quartoSearchOptions.algolia && + quartoSearchOptions.algolia["show-logo"] + ) { + const libDir = quartoSearchOptions.algolia["libDir"]; + const logo = createElement("img", { + src: offsetURL( + `${libDir}/quarto-search/search-by-algolia.svg` + ), + class: "algolia-search-logo", + }); + return createElement( + "a", + { href: "http://www.algolia.com/" }, + logo + ); + } + }, + + item({ item, createElement }) { + return renderItem( + item, + createElement, + state, + setActiveItemId, + setContext, + refresh, + quartoSearchOptions + ); + }, + }, + }, + ]; + }, + }); + + window.quartoOpenSearch = () => { + setIsOpen(false); + setIsOpen(true); + focusSearchInput(); + }; + + document.addEventListener("keyup", (event) => { + const { key } = event; + const kbds = quartoSearchOptions["keyboard-shortcut"]; + const focusedEl = document.activeElement; + + const isFormElFocused = [ + "input", + "select", + "textarea", + "button", + "option", + ].find((tag) => { + return focusedEl.tagName.toLowerCase() === tag; + }); + + if (kbds && kbds.includes(key) && !isFormElFocused) { + event.preventDefault(); + window.quartoOpenSearch(); + } + }); + + // Remove the labeleledby attribute since it is pointing + // to a non-existent label + if (quartoSearchOptions.type === "overlay") { + const inputEl = window.document.querySelector( + "#quarto-search .aa-Autocomplete" + ); + if (inputEl) { + inputEl.removeAttribute("aria-labelledby"); + } + } + + function throttle(func, wait) { + let waiting = false; + return function () { + if (!waiting) { + func.apply(this, arguments); + waiting = true; + setTimeout(function () { + waiting = false; + }, wait); + } + }; + } + + // If the main document scrolls dismiss the search results + // (otherwise, since they're floating in the document they can scroll with the document) + window.document.body.onscroll = throttle(() => { + // Only do this if we're not detached + // Bug #7117 + // This will happen when the keyboard is shown on ios (resulting in a scroll) + // which then closed the search UI + if (!window.matchMedia(detachedMediaQuery).matches) { + setIsOpen(false); + } + }, 50); + + if (showSearchResults) { + setIsOpen(true); + focusSearchInput(); + } +}); + +function configurePlugins(quartoSearchOptions) { + const autocompletePlugins = []; + const algoliaOptions = quartoSearchOptions.algolia; + if ( + algoliaOptions && + algoliaOptions["analytics-events"] && + algoliaOptions["search-only-api-key"] && + algoliaOptions["application-id"] + ) { + const apiKey = algoliaOptions["search-only-api-key"]; + const appId = algoliaOptions["application-id"]; + + // Aloglia insights may not be loaded because they require cookie consent + // Use deferred loading so events will start being recorded when/if consent + // is granted. + const algoliaInsightsDeferredPlugin = deferredLoadPlugin(() => { + if ( + window.aa && + window["@algolia/autocomplete-plugin-algolia-insights"] + ) { + window.aa("init", { + appId, + apiKey, + useCookie: true, + }); + + const { createAlgoliaInsightsPlugin } = + window["@algolia/autocomplete-plugin-algolia-insights"]; + // Register the insights client + const algoliaInsightsPlugin = createAlgoliaInsightsPlugin({ + insightsClient: window.aa, + onItemsChange({ insights, insightsEvents }) { + const events = insightsEvents.flatMap((event) => { + // This API limits the number of items per event to 20 + const chunkSize = 20; + const itemChunks = []; + const eventItems = event.items; + for (let i = 0; i < eventItems.length; i += chunkSize) { + itemChunks.push(eventItems.slice(i, i + chunkSize)); + } + // Split the items into multiple events that can be sent + const events = itemChunks.map((items) => { + return { + ...event, + items, + }; + }); + return events; + }); + + for (const event of events) { + insights.viewedObjectIDs(event); + } + }, + }); + return algoliaInsightsPlugin; + } + }); + + // Add the plugin + autocompletePlugins.push(algoliaInsightsDeferredPlugin); + return autocompletePlugins; + } +} + +// For plugins that may not load immediately, create a wrapper +// plugin and forward events and plugin data once the plugin +// is initialized. This is useful for cases like cookie consent +// which may prevent the analytics insights event plugin from initializing +// immediately. +function deferredLoadPlugin(createPlugin) { + let plugin = undefined; + let subscribeObj = undefined; + const wrappedPlugin = () => { + if (!plugin && subscribeObj) { + plugin = createPlugin(); + if (plugin && plugin.subscribe) { + plugin.subscribe(subscribeObj); + } + } + return plugin; + }; + + return { + subscribe: (obj) => { + subscribeObj = obj; + }, + onStateChange: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.onStateChange) { + plugin.onStateChange(obj); + } + }, + onSubmit: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.onSubmit) { + plugin.onSubmit(obj); + } + }, + onReset: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.onReset) { + plugin.onReset(obj); + } + }, + getSources: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.getSources) { + return plugin.getSources(obj); + } else { + return Promise.resolve([]); + } + }, + data: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.data) { + plugin.data(obj); + } + }, + }; +} + +function validateItems(items) { + // Validate the first item + if (items.length > 0) { + const item = items[0]; + const missingFields = []; + if (item.href == undefined) { + missingFields.push("href"); + } + if (!item.title == undefined) { + missingFields.push("title"); + } + if (!item.text == undefined) { + missingFields.push("text"); + } + + if (missingFields.length === 1) { + throw { + name: `Error: Search index is missing the ${missingFields[0]} field.`, + message: `The items being returned for this search do not include all the required fields. Please ensure that your index items include the ${missingFields[0]} field or use index-fields in your _quarto.yml file to specify the field names.`, + }; + } else if (missingFields.length > 1) { + const missingFieldList = missingFields + .map((field) => { + return `${field}`; + }) + .join(", "); + + throw { + name: `Error: Search index is missing the following fields: ${missingFieldList}.`, + message: `The items being returned for this search do not include all the required fields. Please ensure that your index items includes the following fields: ${missingFieldList}, or use index-fields in your _quarto.yml file to specify the field names.`, + }; + } + } +} + +let lastQuery = null; +function showCopyLink(query, options) { + const language = options.language; + lastQuery = query; + // Insert share icon + const inputSuffixEl = window.document.body.querySelector( + ".aa-Form .aa-InputWrapperSuffix" + ); + + if (inputSuffixEl) { + let copyButtonEl = window.document.body.querySelector( + ".aa-Form .aa-InputWrapperSuffix .aa-CopyButton" + ); + + if (copyButtonEl === null) { + copyButtonEl = window.document.createElement("button"); + copyButtonEl.setAttribute("class", "aa-CopyButton"); + copyButtonEl.setAttribute("type", "button"); + copyButtonEl.setAttribute("title", language["search-copy-link-title"]); + copyButtonEl.onmousedown = (e) => { + e.preventDefault(); + e.stopPropagation(); + }; + + const linkIcon = "bi-clipboard"; + const checkIcon = "bi-check2"; + + const shareIconEl = window.document.createElement("i"); + shareIconEl.setAttribute("class", `bi ${linkIcon}`); + copyButtonEl.appendChild(shareIconEl); + inputSuffixEl.prepend(copyButtonEl); + + const clipboard = new window.ClipboardJS(".aa-CopyButton", { + text: function (_trigger) { + const copyUrl = new URL(window.location); + copyUrl.searchParams.set(kQueryArg, lastQuery); + copyUrl.searchParams.set(kResultsArg, "1"); + return copyUrl.toString(); + }, + }); + clipboard.on("success", function (e) { + // Focus the input + + // button target + const button = e.trigger; + const icon = button.querySelector("i.bi"); + + // flash "checked" + icon.classList.add(checkIcon); + icon.classList.remove(linkIcon); + setTimeout(function () { + icon.classList.remove(checkIcon); + icon.classList.add(linkIcon); + }, 1000); + }); + } + + // If there is a query, show the link icon + if (copyButtonEl) { + if (lastQuery && options["copy-button"]) { + copyButtonEl.style.display = "flex"; + } else { + copyButtonEl.style.display = "none"; + } + } + } +} + +/* Search Index Handling */ +// create the index +var fuseIndex = undefined; +var shownWarning = false; +async function readSearchData() { + // Initialize the search index on demand + if (fuseIndex === undefined) { + if (window.location.protocol === "file:" && !shownWarning) { + window.alert( + "Search requires JavaScript features disabled when running in file://... URLs. In order to use search, please run this document in a web server." + ); + shownWarning = true; + return; + } + // create fuse index + const options = { + keys: [ + { name: "title", weight: 20 }, + { name: "section", weight: 20 }, + { name: "text", weight: 10 }, + ], + ignoreLocation: true, + threshold: 0.1, + }; + const fuse = new window.Fuse([], options); + + // fetch the main search.json + const response = await fetch(offsetURL("search.json")); + if (response.status == 200) { + return response.json().then(function (searchDocs) { + searchDocs.forEach(function (searchDoc) { + fuse.add(searchDoc); + }); + fuseIndex = fuse; + return fuseIndex; + }); + } else { + return Promise.reject( + new Error( + "Unexpected status from search index request: " + response.status + ) + ); + } + } + + return fuseIndex; +} + +function inputElement() { + return window.document.body.querySelector(".aa-Form .aa-Input"); +} + +function focusSearchInput() { + setTimeout(() => { + const inputEl = inputElement(); + if (inputEl) { + inputEl.focus(); + } + }, 50); +} + +/* Panels */ +const kItemTypeDoc = "document"; +const kItemTypeMore = "document-more"; +const kItemTypeItem = "document-item"; +const kItemTypeError = "error"; + +function renderItem( + item, + createElement, + state, + setActiveItemId, + setContext, + refresh, + quartoSearchOptions +) { + switch (item.type) { + case kItemTypeDoc: + return createDocumentCard( + createElement, + "file-richtext", + item.title, + item.section, + item.text, + item.href, + item.crumbs, + quartoSearchOptions + ); + case kItemTypeMore: + return createMoreCard( + createElement, + item, + state, + setActiveItemId, + setContext, + refresh + ); + case kItemTypeItem: + return createSectionCard( + createElement, + item.section, + item.text, + item.href + ); + case kItemTypeError: + return createErrorCard(createElement, item.title, item.text); + default: + return undefined; + } +} + +function createDocumentCard( + createElement, + icon, + title, + section, + text, + href, + crumbs, + quartoSearchOptions +) { + const iconEl = createElement("i", { + class: `bi bi-${icon} search-result-icon`, + }); + const titleEl = createElement("p", { class: "search-result-title" }, title); + const titleContents = [iconEl, titleEl]; + const showParent = quartoSearchOptions["show-item-context"]; + if (crumbs && showParent) { + let crumbsOut = undefined; + const crumbClz = ["search-result-crumbs"]; + if (showParent === "root") { + crumbsOut = crumbs.length > 1 ? crumbs[0] : undefined; + } else if (showParent === "parent") { + crumbsOut = crumbs.length > 1 ? crumbs[crumbs.length - 2] : undefined; + } else { + crumbsOut = crumbs.length > 1 ? crumbs.join(" > ") : undefined; + crumbClz.push("search-result-crumbs-wrap"); + } + + const crumbEl = createElement( + "p", + { class: crumbClz.join(" ") }, + crumbsOut + ); + titleContents.push(crumbEl); + } + + const titleContainerEl = createElement( + "div", + { class: "search-result-title-container" }, + titleContents + ); + + const textEls = []; + if (section) { + const sectionEl = createElement( + "p", + { class: "search-result-section" }, + section + ); + textEls.push(sectionEl); + } + const descEl = createElement("p", { + class: "search-result-text", + dangerouslySetInnerHTML: { + __html: text, + }, + }); + textEls.push(descEl); + + const textContainerEl = createElement( + "div", + { class: "search-result-text-container" }, + textEls + ); + + const containerEl = createElement( + "div", + { + class: "search-result-container", + }, + [titleContainerEl, textContainerEl] + ); + + const linkEl = createElement( + "a", + { + href: offsetURL(href), + class: "search-result-link", + }, + containerEl + ); + + const classes = ["search-result-doc", "search-item"]; + if (!section) { + classes.push("document-selectable"); + } + + return createElement( + "div", + { + class: classes.join(" "), + }, + linkEl + ); +} + +function createMoreCard( + createElement, + item, + state, + setActiveItemId, + setContext, + refresh +) { + const moreCardEl = createElement( + "div", + { + class: "search-result-more search-item", + onClick: (e) => { + // Handle expanding the sections by adding the expanded + // section to the list of expanded sections + toggleExpanded(item, state, setContext, setActiveItemId, refresh); + e.stopPropagation(); + }, + }, + item.title + ); + + return moreCardEl; +} + +function toggleExpanded(item, state, setContext, setActiveItemId, refresh) { + const expanded = state.context.expanded || []; + if (expanded.includes(item.target)) { + setContext({ + expanded: expanded.filter((target) => target !== item.target), + }); + } else { + setContext({ expanded: [...expanded, item.target] }); + } + + refresh(); + setActiveItemId(item.__autocomplete_id); +} + +function createSectionCard(createElement, section, text, href) { + const sectionEl = createSection(createElement, section, text, href); + return createElement( + "div", + { + class: "search-result-doc-section search-item", + }, + sectionEl + ); +} + +function createSection(createElement, title, text, href) { + const descEl = createElement("p", { + class: "search-result-text", + dangerouslySetInnerHTML: { + __html: text, + }, + }); + + const titleEl = createElement("p", { class: "search-result-section" }, title); + const linkEl = createElement( + "a", + { + href: offsetURL(href), + class: "search-result-link", + }, + [titleEl, descEl] + ); + return linkEl; +} + +function createErrorCard(createElement, title, text) { + const descEl = createElement("p", { + class: "search-error-text", + dangerouslySetInnerHTML: { + __html: text, + }, + }); + + const titleEl = createElement("p", { + class: "search-error-title", + dangerouslySetInnerHTML: { + __html: ` ${title}`, + }, + }); + const errorEl = createElement("div", { class: "search-error" }, [ + titleEl, + descEl, + ]); + return errorEl; +} + +function positionPanel(pos) { + const panelEl = window.document.querySelector( + "#quarto-search-results .aa-Panel" + ); + const inputEl = window.document.querySelector( + "#quarto-search .aa-Autocomplete" + ); + + if (panelEl && inputEl) { + panelEl.style.top = `${Math.round(panelEl.offsetTop)}px`; + if (pos === "start") { + panelEl.style.left = `${Math.round(inputEl.left)}px`; + } else { + panelEl.style.right = `${Math.round(inputEl.offsetRight)}px`; + } + } +} + +/* Highlighting */ +// highlighting functions +function highlightMatch(query, text) { + if (text) { + const start = text.toLowerCase().indexOf(query.toLowerCase()); + if (start !== -1) { + const startMark = ""; + const endMark = ""; + + const end = start + query.length; + text = + text.slice(0, start) + + startMark + + text.slice(start, end) + + endMark + + text.slice(end); + const startInfo = clipStart(text, start); + const endInfo = clipEnd( + text, + startInfo.position + startMark.length + endMark.length + ); + text = + startInfo.prefix + + text.slice(startInfo.position, endInfo.position) + + endInfo.suffix; + + return text; + } else { + return text; + } + } else { + return text; + } +} + +function clipStart(text, pos) { + const clipStart = pos - 50; + if (clipStart < 0) { + // This will just return the start of the string + return { + position: 0, + prefix: "", + }; + } else { + // We're clipping before the start of the string, walk backwards to the first space. + const spacePos = findSpace(text, pos, -1); + return { + position: spacePos.position, + prefix: "", + }; + } +} + +function clipEnd(text, pos) { + const clipEnd = pos + 200; + if (clipEnd > text.length) { + return { + position: text.length, + suffix: "", + }; + } else { + const spacePos = findSpace(text, clipEnd, 1); + return { + position: spacePos.position, + suffix: spacePos.clipped ? "…" : "", + }; + } +} + +function findSpace(text, start, step) { + let stepPos = start; + while (stepPos > -1 && stepPos < text.length) { + const char = text[stepPos]; + if (char === " " || char === "," || char === ":") { + return { + position: step === 1 ? stepPos : stepPos - step, + clipped: stepPos > 1 && stepPos < text.length, + }; + } + stepPos = stepPos + step; + } + + return { + position: stepPos - step, + clipped: false, + }; +} + +// removes highlighting as implemented by the mark tag +function clearHighlight(searchterm, el) { + const childNodes = el.childNodes; + for (let i = childNodes.length - 1; i >= 0; i--) { + const node = childNodes[i]; + if (node.nodeType === Node.ELEMENT_NODE) { + if ( + node.tagName === "MARK" && + node.innerText.toLowerCase() === searchterm.toLowerCase() + ) { + el.replaceChild(document.createTextNode(node.innerText), node); + } else { + clearHighlight(searchterm, node); + } + } + } +} + +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string +} + +// highlight matches +function highlight(term, el) { + const termRegex = new RegExp(term, "ig"); + const childNodes = el.childNodes; + + // walk back to front avoid mutating elements in front of us + for (let i = childNodes.length - 1; i >= 0; i--) { + const node = childNodes[i]; + + if (node.nodeType === Node.TEXT_NODE) { + // Search text nodes for text to highlight + const text = node.nodeValue; + + let startIndex = 0; + let matchIndex = text.search(termRegex); + if (matchIndex > -1) { + const markFragment = document.createDocumentFragment(); + while (matchIndex > -1) { + const prefix = text.slice(startIndex, matchIndex); + markFragment.appendChild(document.createTextNode(prefix)); + + const mark = document.createElement("mark"); + mark.appendChild( + document.createTextNode( + text.slice(matchIndex, matchIndex + term.length) + ) + ); + markFragment.appendChild(mark); + + startIndex = matchIndex + term.length; + matchIndex = text.slice(startIndex).search(new RegExp(term, "ig")); + if (matchIndex > -1) { + matchIndex = startIndex + matchIndex; + } + } + if (startIndex < text.length) { + markFragment.appendChild( + document.createTextNode(text.slice(startIndex, text.length)) + ); + } + + el.replaceChild(markFragment, node); + } + } else if (node.nodeType === Node.ELEMENT_NODE) { + // recurse through elements + highlight(term, node); + } + } +} + +/* Link Handling */ +// get the offset from this page for a given site root relative url +function offsetURL(url) { + var offset = getMeta("quarto:offset"); + return offset ? offset + url : url; +} + +// read a meta tag value +function getMeta(metaName) { + var metas = window.document.getElementsByTagName("meta"); + for (let i = 0; i < metas.length; i++) { + if (metas[i].getAttribute("name") === metaName) { + return metas[i].getAttribute("content"); + } + } + return ""; +} + +function algoliaSearch(query, limit, algoliaOptions) { + const { getAlgoliaResults } = window["@algolia/autocomplete-preset-algolia"]; + + const applicationId = algoliaOptions["application-id"]; + const searchOnlyApiKey = algoliaOptions["search-only-api-key"]; + const indexName = algoliaOptions["index-name"]; + const indexFields = algoliaOptions["index-fields"]; + const searchClient = window.algoliasearch(applicationId, searchOnlyApiKey); + const searchParams = algoliaOptions["params"]; + const searchAnalytics = !!algoliaOptions["analytics-events"]; + + return getAlgoliaResults({ + searchClient, + queries: [ + { + indexName: indexName, + query, + params: { + hitsPerPage: limit, + clickAnalytics: searchAnalytics, + ...searchParams, + }, + }, + ], + transformResponse: (response) => { + if (!indexFields) { + return response.hits.map((hit) => { + return hit.map((item) => { + return { + ...item, + text: highlightMatch(query, item.text), + }; + }); + }); + } else { + const remappedHits = response.hits.map((hit) => { + return hit.map((item) => { + const newItem = { ...item }; + ["href", "section", "title", "text", "crumbs"].forEach( + (keyName) => { + const mappedName = indexFields[keyName]; + if ( + mappedName && + item[mappedName] !== undefined && + mappedName !== keyName + ) { + newItem[keyName] = item[mappedName]; + delete newItem[mappedName]; + } + } + ); + newItem.text = highlightMatch(query, newItem.text); + return newItem; + }); + }); + return remappedHits; + } + }, + }); +} + +function fuseSearch(query, fuse, fuseOptions) { + return fuse.search(query, fuseOptions).map((result) => { + const addParam = (url, name, value) => { + const anchorParts = url.split("#"); + const baseUrl = anchorParts[0]; + const sep = baseUrl.search("\\?") > 0 ? 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div.vis-manipulation 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div.vis-manipulation div.vis-none:hover{box-shadow:1px 1px 8px transparent;cursor:default}div.vis-network div.vis-manipulation div.vis-none:active{box-shadow:1px 1px 8px transparent}div.vis-network div.vis-manipulation div.vis-none{line-height:23px;padding:0}div.vis-network div.vis-manipulation div.notification{font-weight:700;margin:2px}div.vis-network div.vis-manipulation 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div.vis-edit-mode button.vis-button.vis-edit,div.vis-network div.vis-manipulation button.vis-button.vis-edit{background-image:url("data:image/png;base64,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div.vis-edit-mode button.vis-button.vis-edit.vis-edit-mode{background-color:#fcfcfc;border:1px solid #ccc}div.vis-network div.vis-manipulation button.vis-button.vis-connect{background-image:url("data:image/png;base64,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div.vis-manipulation button.vis-button.vis-delete{background-image:url("data:image/png;base64,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    ソフトウェア

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    + + +
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    公開
    +
    +

    2023年12月9日

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    +canaper +

    +

    系統的固有性を測るRパッケージ

    +

    Code Website

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    +taxastand +

    +

    学名を統一するRパッケージ

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    Code Website

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    +dwctaxon +

    +

    ダーウィンコア形式に従った学名の整理をするRパッケージ

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    Code Website

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    + + + + + + diff --git a/ja/talks.html b/ja/talks.html new file mode 100644 index 0000000..7aa158a --- /dev/null +++ b/ja/talks.html @@ -0,0 +1,1213 @@ + + + + + + + +ニッタ ジョエル - オンライン発表 + + + + + + + + + + + + + + +
    +
    + + + + +
    +

    オンライン発表

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    + + + +
    + + +
    +
    公開
    +
    +

    2023年12月9日

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    + + +
    + + + +
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    +

    + +

    +

    +
    +
    +

    +【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ +

    +
    + +
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    +シダ植物 +
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    +
    +
    +

    + +

    +

    +
    +
    +

    +Managing bioinformatics pipelines with R (rOpenSci コミュニティー・コール) +

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    +     +
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    +
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    +

    + +

    +

    +
    +
    +

    +taxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 口頭発表) +

    +
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    +     +
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    +
    +
    +

    + +

    +

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    +DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium 口頭発表) +

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    +     +
    +
    +
    +
    +

    + +

    +

    +
    +
    +

    +Translation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 口頭発表) +

    +
    + +
    +
    +
    +カーペントリーズ +
    +
    +翻訳 +
    +
    +
    + + +
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    +
    + +
    +2022/08/10 +
    +     +
    +
    +
    +
    +

    + +

    +

    +
    +
    +

    +Resolving Species Names Rapidly and Accurately with taxastand (Botany 2022 ポスター) +

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    +
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    +

    + +

    +

    +
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    +

    +An Open and Continuously Updated Fern Tree of Life (Botany 2022 口頭発表) +

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    +
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    +

    + +

    +

    +
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    +An Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen ポスター) +

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    +

    + +

    +

    +
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    +Modular, reproducible bioinformatics workflows with the targets R package (ISCBacademy チュートリアル) +

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    +
    +
    +

    + +

    +

    +
    +
    +

    +How to use {targets} for effective workflows in R (BioC Asia ミートアップ) +

    +
    + +
    +
    +
    +R +
    +
    +「targets」Rパッケージ +
    +
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    +
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    +
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    +     +
    +
    +
    +
    +

    + +

    +

    +
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    +

    +データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介 +

    +
    + +
    +
    +
    +R +
    +
    +「targets」Rパッケージ +
    +
    +チュートリアル +
    +
    +
    + + +
    +
    +
    + +
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    +     +
    +
    +
    +
    +

    + +

    +

    +
    +
    +

    +canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 ポスター) +

    +
    + +
    +
    +
    +R +
    +
    +生物多様性 +
    +
    +学会発表 +
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    +
    + + +
    +
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    + +
    +2021/07/19 +
    +     +
    +
    +
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    +

    + +

    +

    +
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    +

    +Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 口頭発表) +

    +
    + +
    +
    +
    +シダ植物 +
    +
    +生物多様性 +
    +
    +学会発表 +
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    +
    + + +
    +
    +
    + +
    +2020/07/27 +
    +     +
    +
    +
    +
    +一致なし +
    +
    +
    + + + + + + diff --git a/ja/talks/2020-07-27_botany.html b/ja/talks/2020-07-27_botany.html new file mode 100644 index 0000000..7c60cc8 --- /dev/null +++ b/ja/talks/2020-07-27_botany.html @@ -0,0 +1,726 @@ + + + + + + + + + + +ニッタ ジョエル - Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 talk) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 talk)

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    ferns
    +
    biodiversity
    +
    conference presentation
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    + + +
    +
    Published
    +
    +

    July 27, 2020

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    + + + +
    +

    Resources

    + + + +
    + +
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    + + + + + \ No newline at end of file diff --git a/ja/talks/2020-07-27_botany.ja.html b/ja/talks/2020-07-27_botany.ja.html new file mode 100644 index 0000000..1530a84 --- /dev/null +++ b/ja/talks/2020-07-27_botany.ja.html @@ -0,0 +1,725 @@ + + + + + + + + + +ニッタ ジョエル - Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 口頭発表) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 口頭発表)

    +
    +
    シダ植物
    +
    生物多様性
    +
    学会発表
    +
    +
    + + + +
    + + +
    +
    公開
    +
    +

    2020年7月27日

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

    資料

    + + + +
    + +
    + +
    + + + + + \ No newline at end of file diff --git a/ja/talks/2020-07-27_botany.png b/ja/talks/2020-07-27_botany.png new file mode 100644 index 0000000..4413d76 Binary files /dev/null and b/ja/talks/2020-07-27_botany.png differ diff --git a/ja/talks/2021-07-19_botany.html b/ja/talks/2021-07-19_botany.html new file mode 100644 index 0000000..eb36b01 --- /dev/null +++ b/ja/talks/2021-07-19_botany.html @@ -0,0 +1,726 @@ + + + + + + + + + + +ニッタ ジョエル - canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 Poster) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 Poster)

    +
    +
    R
    +
    biodiversity
    +
    conference presentation
    +
    +
    + + + +
    + + +
    +
    Published
    +
    +

    July 19, 2021

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

    Resources

    + + + +
    + +
    + +
    + + + + + \ No newline at end of file diff --git a/ja/talks/2021-07-19_botany.ja.html b/ja/talks/2021-07-19_botany.ja.html new file mode 100644 index 0000000..f03a3ac --- /dev/null +++ b/ja/talks/2021-07-19_botany.ja.html @@ -0,0 +1,725 @@ + + + + + + + + + +ニッタ ジョエル - canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 ポスター) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 ポスター)

    +
    +
    R
    +
    生物多様性
    +
    学会発表
    +
    +
    + + + +
    + + +
    +
    公開
    +
    +

    2021年7月19日

    +
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    +

    資料

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    + + + + + \ No newline at end of file diff --git a/ja/talks/2021-07-19_botany.png b/ja/talks/2021-07-19_botany.png new file mode 100644 index 0000000..340b98e Binary files /dev/null and b/ja/talks/2021-07-19_botany.png differ diff --git a/ja/talks/2022-01-12_biohack.html b/ja/talks/2022-01-12_biohack.html new file mode 100644 index 0000000..cb3ef22 --- /dev/null +++ b/ja/talks/2022-01-12_biohack.html @@ -0,0 +1,725 @@ + + + + + + + + + + +ニッタ ジョエル - データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介

    +
    +
    R
    +
    targets
    +
    tutorial
    +
    +
    + + + +
    + + +
    +
    Published
    +
    +

    January 12, 2022

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

    Resources

    + + + +
    + +
    + +
    + + + + + \ No newline at end of file diff --git a/ja/talks/2022-01-12_biohack.ja.html b/ja/talks/2022-01-12_biohack.ja.html new file mode 100644 index 0000000..d1cf774 --- /dev/null +++ b/ja/talks/2022-01-12_biohack.ja.html @@ -0,0 +1,724 @@ + + + + + + + + + +ニッタ ジョエル - データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介

    +
    +
    R
    +
    「targets」Rパッケージ
    +
    チュートリアル
    +
    +
    + + + +
    + + +
    +
    公開
    +
    +

    2022年1月12日

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

    資料

    + + + +
    + +
    + +
    + + + + + \ No newline at end of file diff --git a/ja/talks/2022-01-12_biohack.png b/ja/talks/2022-01-12_biohack.png new file mode 100644 index 0000000..bae71e2 Binary files /dev/null and b/ja/talks/2022-01-12_biohack.png differ diff --git a/ja/talks/2022-03-17_india.html b/ja/talks/2022-03-17_india.html new file mode 100644 index 0000000..f6be5d8 --- /dev/null +++ b/ja/talks/2022-03-17_india.html @@ -0,0 +1,725 @@ + + + + + + + + + + +ニッタ ジョエル - DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium Talk) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium Talk)

    +
    +
    ferns
    +
    conference presentation
    +
    invited
    +
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    DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium 口頭発表)

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    学会発表
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    招待あり
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    2022年9月27日

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    How to use {targets} for effective workflows in R (BioC Asia meetup)

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    R
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    targets
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    tutorial
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    May 7, 2022

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    How to use {targets} for effective workflows in R (BioC Asia ミートアップ)

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    R
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    「targets」Rパッケージ
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    チュートリアル
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    公開
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    2022年5月7日

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    Modular, reproducible bioinformatics workflows with the targets R package (ISCBacademy Tutorial)

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    targets
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    tutorial
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    June 30, 2022

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    Modular, reproducible bioinformatics workflows with the targets R package (ISCBacademy チュートリアル)

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    R
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    「targets」Rパッケージ
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    チュートリアル
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    公開
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    2022年6月30日

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    An Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen Poster)

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    July 13, 2022

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    An Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen ポスター)

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    2022年7月13日

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    An Open and Continuously Updated Fern Tree of Life (Botany 2022 talk)

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    July 24, 2022

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    An Open and Continuously Updated Fern Tree of Life (Botany 2022 口頭発表)

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    2022年7月24日

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    Resolving Species Names Rapidly and Accurately with taxastand (Botany 2022 poster)

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    July 24, 2022

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    Resolving Species Names Rapidly and Accurately with taxastand (Botany 2022 ポスター)

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    2022年7月24日

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    Translation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 talk)

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    carpentries
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    August 10, 2022

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    Translation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 口頭発表)

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    カーペントリーズ
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    2022年8月10日

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    taxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 talk)

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    R
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    biodiversity
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    conference presentation
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    September 27, 2022

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    taxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 口頭発表)

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    R
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    生物多様性
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    2022年9月27日

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    Managing bioinformatics pipelines with R (rOpenSci community call)

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    R
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    targets
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    tutorial
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    January 1, 2023

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    Managing bioinformatics pipelines with R (rOpenSci コミュニティー・コール)

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    R
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    「targets」Rパッケージ
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    チュートリアル
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    公開
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    2023年1月1日

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    【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ

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    January 23, 2023

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    【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ

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    2023年1月23日

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    + +
    + + + + + \ No newline at end of file diff --git a/ja/talks/2023-01-21_yurufuwa.png b/ja/talks/2023-01-21_yurufuwa.png new file mode 100644 index 0000000..f617de2 Binary files /dev/null and b/ja/talks/2023-01-21_yurufuwa.png differ diff --git a/ja/teaching.html b/ja/teaching.html new file mode 100644 index 0000000..48edc30 --- /dev/null +++ b/ja/teaching.html @@ -0,0 +1,686 @@ + + + + + + + +ニッタ ジョエル - 授業 + + + + + + + + + + + + + + +
    +
    + + + + +
    +

    授業

    +
    + + + +
    + + +
    +
    公開
    +
    +

    2023年12月9日

    +
    +
    + + +
    + + + +

    生物多様性と日本

    +

    再現可能なデータ解析

    +
    +
    + + + + + + diff --git a/jnitta_theme.css b/jnitta_theme.css new file mode 100644 index 0000000..2799ce6 --- /dev/null +++ b/jnitta_theme.css @@ -0,0 +1,42 @@ +/* variables inherit from bootswatch css */ + +/* Links */ + +a { + color: var(--bs-primary); + border-bottom: 0px; + text-decoration: none; +} + +d-article a { + color: var(--bs-primary); + border-bottom: 0px; + text-decoration: none; +} + +a:hover, a:focus { + color: var(--bs-secondary); + font-weight: 500; + border-color: var(--bs-secondary); +} + +d-article a:hover, a:focus { + color: var(--bs-secondary); + font-weight: 500; + border-color: var(--bs-secondary); +} + +/* Link buttons */ + +.icon-link { + background-color: var(--bs-primary); + color: var(--bs-white); + padding: 3px 5px 3px 5px; + margin: 0 2px 0 2px; + border-radius: 5px; /* Rounded edges */ +} + +.icon-link:hover { + background-color: var(--bs-secondary); + color: var(--bs-white); +} diff --git a/listings.json b/listings.json new file mode 100644 index 0000000..54ce84a --- /dev/null +++ b/listings.json @@ -0,0 +1,31 @@ +[ + { + "listing": "/blog.html", + "items": [ + "/posts/2023-02-21_fern-family-tree/index.html", + "/posts/2022-10-07_canaper/index.html", + "/posts/2021-11-24_using-giscus/index.html", + "/posts/2021-11-16_r-bioinfo-flow/index.html", + "/posts/2021-06-02_color-scheme-anc-states/index.html", + "/posts/2019-02-16_building-r-docker-images-with-secrets/index.html" + ] + }, + { + "listing": "/talks.html", + "items": [ + "/talks/2023-01-21_yurufuwa.html", + "/talks/2023-01-01_ropensci.html", + "/talks/2022-09-27_biodigi.html", + "/talks/2022-03-17_india.html", + "/talks/2022-08-10_carptrans.html", + "/talks/2022-07-24_botany_taxastand.html", + "/talks/2022-07-24_botany_ftol.html", + "/talks/2022-07-13_ismb.html", + "/talks/2022-06-30_iscbacad.html", + "/talks/2022-05-07_biocasia.html", + "/talks/2022-01-12_biohack.html", + "/talks/2021-07-19_botany.html", + "/talks/2020-07-27_botany.html" + ] + } +] \ No newline at end of file diff --git a/posts/2019-02-16_building-r-docker-images-with-secrets/featured.png b/posts/2019-02-16_building-r-docker-images-with-secrets/featured.png new file mode 100644 index 0000000..02909f2 Binary files /dev/null and b/posts/2019-02-16_building-r-docker-images-with-secrets/featured.png differ diff --git a/posts/2019-02-16_building-r-docker-images-with-secrets/index.html b/posts/2019-02-16_building-r-docker-images-with-secrets/index.html new file mode 100644 index 0000000..2acf1d7 --- /dev/null +++ b/posts/2019-02-16_building-r-docker-images-with-secrets/index.html @@ -0,0 +1,881 @@ + + + + + + + + + + + + +Joel Nitta - Building R docker images with secrets + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Building R docker images with secrets

    +
    +
    + Keep it secret. Keep it safe. +
    +
    +
    +
    docker
    +
    +
    +
    + +
    +
    Author
    +
    Affiliation
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    Published
    +
    +

    February 16, 2019

    +
    +
    + +
    +
    Modified
    +
    +

    December 9, 2023

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

    +
    Top secret
    +
    +
    +

    Docker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?

    +

    There are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets.

    +
    +

    A simple example

    +

    Here is how to use the new Docker features to securely pass a secret during a build 1.

    +

    There are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...

    +

    Next, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:

    +
    # syntax=docker/dockerfile:1.0.0-experimental
+FROM rocker/tidyverse
    +

    Save your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:

    +
    echo "FABULOUS" > my_secret_stash
    +

    This is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.

    +
    # syntax = docker/dockerfile:1.0-experimental
+FROM alpine
+
+RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
    +

    To see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:

    +
    DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash .
    +

    I’ve truncated the output, but you should see something like this (the exact build step number may vary).

    +
    
+#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
+#7       digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de
+#7         name: "[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret"
+#7      started: 2019-02-18 20:51:20.1092144 +0000 UTC
+#7 0.668 FABULOUS
+#7    completed: 2019-02-18 20:51:21.0927656 +0000 UTC
+#7     duration: 983.5512ms
+
    +

    Can you spot our secret? It’s showing up from the cat command. However, it will not remain in the image.

    +
    +
    +

    Installing a private R package

    +

    To install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:

    +
    # install_git_packages.R
+secret <- commandArgs(trailing = TRUE)
+devtools::install_github("joelnitta/my-private-package", auth_token = secret)
    +

    commandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.

    +

    We will call this script from the Dockerfile and pass the secret to it.

    +

    Here is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)

    +
    # syntax = docker/dockerfile:1.0-experimental
+FROM rocker/tidyverse:3.5.1
+
+ENV DEBIAN_FRONTEND noninteractive
+
+COPY install_git_packages.R .
+
+RUN apt-get update
+
+RUN --mount=type=secret,id=mysecret \
+Rscript install_git_packages.R `cat /run/secrets/mysecret`
    +

    Let’s build the image and tag it:

    +
    DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash . -t my_special_image
    +

    That’s it!

    +
    + + + +

    Reproducibility

    + + + + +

    Footnotes

    + +
      +

    1. No guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎

      2. +

    2. Of course, be sure to add the file containing the secret to .gitignore!↩︎

      3. +
    +

    Reuse

    Citation

    BibTeX citation:
    @online{nitta2019,
+  author = {Nitta, Joel},
+  title = {Building {R} Docker Images with Secrets},
+  date = {2019-02-16},
+  url = {https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/},
+  langid = {en}
+}
+
    For attribution, please cite this work as:
    +Nitta, Joel. 2019. “Building R Docker Images with Secrets.” +February 16, 2019. https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/. +
    + + + + +
    + + + + + \ No newline at end of file diff --git a/posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html b/posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html new file mode 100644 index 0000000..8f58f96 --- /dev/null +++ b/posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html @@ -0,0 +1,880 @@ + + + + + + + + + + + +Joel Nitta - Building R docker images with secrets + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    +
    +
    +

    Building R docker images with secrets

    +
    +
    + Keep it secret. Keep it safe. +
    +
    +
    +
    docker
    +
    +
    +
    + +
    +
    作者
    +
    所属
    + +
    +

    Joel Nitta

    +
    +
    +

    + + University of Tokyo + +

    +
    +
    + +
    + + +
    +
    公開
    +
    +

    2019年2月16日

    +
    +
    + +
    +
    更新日
    +
    +

    2023年12月9日

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

    +
    Top secret
    +
    +
    +

    Docker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?

    +

    There are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets.

    +
    +

    A simple example

    +

    Here is how to use the new Docker features to securely pass a secret during a build 1.

    +

    There are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...

    +

    Next, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:

    +
    # syntax=docker/dockerfile:1.0.0-experimental
+FROM rocker/tidyverse
    +

    Save your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:

    +
    echo "FABULOUS" > my_secret_stash
    +

    This is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.

    +
    # syntax = docker/dockerfile:1.0-experimental
+FROM alpine
+
+RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
    +

    To see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:

    +
    DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash .
    +

    I’ve truncated the output, but you should see something like this (the exact build step number may vary).

    +
    
+#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret
+#7       digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de
+#7         name: "[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret"
+#7      started: 2019-02-18 20:51:20.1092144 +0000 UTC
+#7 0.668 FABULOUS
+#7    completed: 2019-02-18 20:51:21.0927656 +0000 UTC
+#7     duration: 983.5512ms
+
    +

    Can you spot our secret? It’s showing up from the cat command. However, it will not remain in the image.

    +
    +
    +

    Installing a private R package

    +

    To install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:

    +
    # install_git_packages.R
+secret <- commandArgs(trailing = TRUE)
+devtools::install_github("joelnitta/my-private-package", auth_token = secret)
    +

    commandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.

    +

    We will call this script from the Dockerfile and pass the secret to it.

    +

    Here is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)

    +
    # syntax = docker/dockerfile:1.0-experimental
+FROM rocker/tidyverse:3.5.1
+
+ENV DEBIAN_FRONTEND noninteractive
+
+COPY install_git_packages.R .
+
+RUN apt-get update
+
+RUN --mount=type=secret,id=mysecret \
+Rscript install_git_packages.R `cat /run/secrets/mysecret`
    +

    Let’s build the image and tag it:

    +
    DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+--secret id=mysecret,src=my_secret_stash . -t my_special_image
    +

    That’s it!

    +
    + + + +

    Reproducibility

    + + + + +

    脚注

    + +
      +

    1. No guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎

      2. +

    2. Of course, be sure to add the file containing the secret to .gitignore!↩︎

      3. +
    +

    ライセンス

    引用

    BibTeX
    @online{nitta2019,
+  author = {Nitta, Joel},
+  title = {Building R docker images with secrets},
+  date = {2019-02-16},
+  url = {https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/},
+  langid = {ja}
+}
+
    引用方法
    +Nitta, Joel. 2019. “Building R docker images with secrets.” +February 16, 2019. https://www.joelnitta.com/posts/2019-02-16_building-r-docker-images-with-secrets/. +
    + + + + +
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*\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nd-title {\n padding: 2rem 0 1.5rem;\n contain: layout style;\n overflow-x: hidden;\n}\n\n@media(min-width: 768px) {\n d-title {\n padding: 4rem 0 1.5rem;\n }\n}\n\nd-title h1 {\n grid-column: text;\n font-size: 40px;\n font-weight: 700;\n line-height: 1.1em;\n margin: 0 0 0.5rem;\n}\n\n@media(min-width: 768px) {\n d-title h1 {\n font-size: 50px;\n }\n}\n\nd-title p {\n font-weight: 300;\n font-size: 1.2rem;\n line-height: 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hidden;\n border-top: 1px solid rgba(0, 0, 0, 0.1);\n font-size: 0.8rem;\n line-height: 1.8em;\n padding: 1.5rem 0;\n min-height: 1.8em;\n}\n\n\nd-byline .byline {\n grid-template-columns: 1fr 1fr;\n grid-column: text;\n}\n\n@media(min-width: 768px) {\n d-byline .byline {\n grid-template-columns: 1fr 1fr 1fr 1fr;\n }\n}\n\nd-byline .authors-affiliations {\n grid-column-end: span 2;\n grid-template-columns: 1fr 1fr;\n margin-bottom: 1em;\n}\n\n@media(min-width: 768px) {\n d-byline .authors-affiliations {\n margin-bottom: 0;\n }\n}\n\nd-byline h3 {\n font-size: 0.6rem;\n font-weight: 400;\n color: rgba(0, 0, 0, 0.5);\n margin: 0;\n text-transform: uppercase;\n}\n\nd-byline p {\n margin: 0;\n}\n\nd-byline a,\nd-article d-byline a {\n color: rgba(0, 0, 0, 0.8);\n text-decoration: none;\n border-bottom: none;\n}\n\nd-article d-byline a:hover {\n text-decoration: underline;\n border-bottom: none;\n}\n\nd-byline p.author {\n font-weight: 500;\n}\n\nd-byline .affiliations {\n\n}\n'+'/*\n * 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HTMLElement{static get is(){return'd-article'}constructor(){super(),new MutationObserver((e)=>{for(const t of e)for(const e of t.addedNodes)switch(e.nodeName){case'#text':{const t=e.nodeValue;if(!Si.test(t)){console.warn('Use of unwrapped text in distill articles is discouraged as it breaks layout! 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.ticks .tick { + position: absolute; + height: 100%; + border-left: 1px solid hsla(0, 0%, 0%, 0.2); + } + + + +
      +
      +
      +
      +
      +
      +
      +
      +
      +`),Dr={left:37,up:38,right:39,down:40,pageUp:33,pageDown:34,end:35,home:36};class Mr extends Er(HTMLElement){connectedCallback(){this.connected=!0,this.setAttribute('role','slider'),this.hasAttribute('tabindex')||this.setAttribute('tabindex',0),this.mouseEvent=!1,this.knob=this.root.querySelector('.knob-container'),this.background=this.root.querySelector('.background'),this.trackFill=this.root.querySelector('.track-fill'),this.track=this.root.querySelector('.track'),this.min=this.min?this.min:0,this.max=this.max?this.max:100,this.scale=me().domain([this.min,this.max]).range([0,1]).clamp(!0),this.origin=this.origin===void 0?this.min:this.origin,this.step=this.step?this.step:1,this.update(this.value?this.value:0),this.ticks=!!this.ticks&&this.ticks,this.renderTicks(),this.drag=Ar().container(this.background).on('start',()=>{this.mouseEvent=!0,this.background.classList.add('mousedown'),this.changeValue=this.value,this.dragUpdate()}).on('drag',()=>{this.dragUpdate()}).on('end',()=>{this.mouseEvent=!1,this.background.classList.remove('mousedown'),this.dragUpdate(),this.changeValue!==this.value&&this.dispatchChange(),this.changeValue=this.value}),this.drag(Sr(this.background)),this.addEventListener('focusin',()=>{this.mouseEvent||this.background.classList.add('focus')}),this.addEventListener('focusout',()=>{this.background.classList.remove('focus')}),this.addEventListener('keydown',this.onKeyDown)}static get observedAttributes(){return['min','max','value','step','ticks','origin','tickValues','tickLabels']}attributeChangedCallback(e,t,n){isNaN(n)||void 0===n||null===n||('min'==e&&(this.min=+n,this.setAttribute('aria-valuemin',this.min)),'max'==e&&(this.max=+n,this.setAttribute('aria-valuemax',this.max)),'value'==e&&this.update(+n),'origin'==e&&(this.origin=+n),'step'==e&&0{const n=document.createElement('div');n.classList.add('tick'),n.style.left=100*this.scale(t)+'%',e.appendChild(n)})}else e.style.display='none'}}var Or='\n \n\n';const Ur=ti('distill-header',` + +
      + + +
      +`,!1);class Ir extends Ur(HTMLElement){}const Nr=` + +`;class jr extends HTMLElement{static get is(){return'distill-appendix'}set frontMatter(e){this.innerHTML=Ln(e)}}const Rr=ti('distill-footer',` + + +
      + + is dedicated to clear explanations of machine learning + +
      + About + Submit + Prize + Archive + RSS + GitHub + Twitter +      ISSN 2476-0757 +
      + +
      + +`);class qr extends Rr(HTMLElement){}const Fr=function(){if(1>window.distillRunlevel)throw new Error('Insufficient Runlevel for Distill Template!');if('distillTemplateIsLoading'in window&&window.distillTemplateIsLoading)throw new Error('Runlevel 1: Distill Template is getting loaded more than once, aborting!');else window.distillTemplateIsLoading=!0,console.info('Runlevel 1: Distill Template has started loading.');p(document),console.info('Runlevel 1: Static Distill styles have been added.'),console.info('Runlevel 1->2.'),window.distillRunlevel+=1;for(const[e,t]of Object.entries(hi.listeners))'function'==typeof t?document.addEventListener(e,t):console.error('Runlevel 2: Controller listeners need to be functions!');console.info('Runlevel 2: We can now listen to controller events.'),console.info('Runlevel 2->3.'),window.distillRunlevel+=1;if(2>window.distillRunlevel)throw new Error('Insufficient Runlevel for adding custom elements!');const e=[ki,wi,Ci,Li,Ai,Di,Oi,Ni,Ri,Fi,pi,Hi,zi,T,Bi,Wi,Vi,Mr,$i].concat([Ir,jr,qr]);for(const t of e)console.info('Runlevel 2: Registering custom element: '+t.is),customElements.define(t.is,t);console.info('Runlevel 3: Distill Template finished registering custom elements.'),console.info('Runlevel 3->4.'),window.distillRunlevel+=1,hi.listeners.DOMContentLoaded(),console.info('Runlevel 4: Distill Template initialisation complete.')};window.distillRunlevel=0,yi.browserSupportsAllFeatures()?(console.info('Runlevel 0: No need for polyfills.'),console.info('Runlevel 0->1.'),window.distillRunlevel+=1,Fr()):(console.info('Runlevel 0: Distill Template is loading polyfills.'),yi.load(Fr))}); +//# sourceMappingURL=template.v2.js.map +} diff --git a/posts/2019-02-16_building-r-docker-images-with-secrets/index_files/header-attrs-2.11/header-attrs.js b/posts/2019-02-16_building-r-docker-images-with-secrets/index_files/header-attrs-2.11/header-attrs.js new file mode 100644 index 0000000..dd57d92 --- /dev/null +++ b/posts/2019-02-16_building-r-docker-images-with-secrets/index_files/header-attrs-2.11/header-attrs.js @@ -0,0 +1,12 @@ +// Pandoc 2.9 adds attributes on both header and div. We remove the former (to +// be compatible with the behavior of Pandoc < 2.8). +document.addEventListener('DOMContentLoaded', function(e) { + var hs = document.querySelectorAll("div.section[class*='level'] > :first-child"); + var i, h, a; + for (i = 0; i < hs.length; i++) { + h = hs[i]; + if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6 + a = h.attributes; + while (a.length > 0) h.removeAttribute(a[0].name); + } +}); diff --git a/posts/2019-02-16_building-r-docker-images-with-secrets/index_files/jquery-3.6.0/jquery-3.6.0.js b/posts/2019-02-16_building-r-docker-images-with-secrets/index_files/jquery-3.6.0/jquery-3.6.0.js new file mode 100644 index 0000000..fc6c299 --- /dev/null +++ b/posts/2019-02-16_building-r-docker-images-with-secrets/index_files/jquery-3.6.0/jquery-3.6.0.js @@ -0,0 +1,10881 @@ +/*! + * jQuery JavaScript Library v3.6.0 + * https://jquery.com/ + * + * Includes Sizzle.js + * https://sizzlejs.com/ + * + * Copyright OpenJS Foundation and other contributors + * Released under the MIT license + * https://jquery.org/license + * + * Date: 2021-03-02T17:08Z + */ +( function( global, factory ) { + + "use strict"; + + if ( typeof module === "object" && typeof module.exports === "object" ) { + + // For CommonJS and CommonJS-like environments where a proper `window` + // is present, execute the factory and get jQuery. + // For environments that do not have a `window` with a `document` + // (such as Node.js), expose a factory as module.exports. + // This accentuates the need for the creation of a real `window`. + // e.g. var jQuery = require("jquery")(window); + // See ticket #14549 for more info. + module.exports = global.document ? + factory( global, true ) : + function( w ) { + if ( !w.document ) { + throw new Error( "jQuery requires a window with a document" ); + } + return factory( w ); + }; + } else { + factory( global ); + } + +// Pass this if window is not defined yet +} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) { + +// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1 +// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode +// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common +// enough that all such attempts are guarded in a try block. +"use strict"; + +var arr = []; + +var getProto = Object.getPrototypeOf; + +var slice = arr.slice; + +var flat = arr.flat ? function( array ) { + return arr.flat.call( array ); +} : function( array ) { + return arr.concat.apply( [], array ); +}; + + +var push = arr.push; + +var indexOf = arr.indexOf; + +var class2type = {}; + +var toString = class2type.toString; + +var hasOwn = class2type.hasOwnProperty; + +var fnToString = hasOwn.toString; + +var ObjectFunctionString = fnToString.call( Object ); + +var support = {}; + +var isFunction = function isFunction( obj ) { + + // Support: Chrome <=57, Firefox <=52 + // In some browsers, typeof returns "function" for HTML elements + // (i.e., `typeof document.createElement( "object" ) === "function"`). + // We don't want to classify *any* DOM node as a function. + // Support: QtWeb <=3.8.5, WebKit <=534.34, wkhtmltopdf tool <=0.12.5 + // Plus for old WebKit, typeof returns "function" for HTML collections + // (e.g., `typeof document.getElementsByTagName("div") === "function"`). (gh-4756) + return typeof obj === "function" && typeof obj.nodeType !== "number" && + typeof obj.item !== "function"; + }; + + +var isWindow = function isWindow( obj ) { + return obj != null && obj === obj.window; + }; + + +var document = window.document; + + + + var preservedScriptAttributes = { + type: true, + src: true, + nonce: true, + noModule: true + }; + + function DOMEval( code, node, doc ) { + doc = doc || document; + + var i, val, + script = doc.createElement( "script" ); + + script.text = code; + if ( node ) { + for ( i in preservedScriptAttributes ) { + + // Support: Firefox 64+, Edge 18+ + // Some browsers don't support the "nonce" property on scripts. + // On the other hand, just using `getAttribute` is not enough as + // the `nonce` attribute is reset to an empty string whenever it + // becomes browsing-context connected. + // See https://github.com/whatwg/html/issues/2369 + // See https://html.spec.whatwg.org/#nonce-attributes + // The `node.getAttribute` check was added for the sake of + // `jQuery.globalEval` so that it can fake a nonce-containing node + // via an object. + val = node[ i ] || node.getAttribute && node.getAttribute( i ); + if ( val ) { + script.setAttribute( i, val ); + } + } + } + doc.head.appendChild( script ).parentNode.removeChild( script ); + } + + +function toType( obj ) { + if ( obj == null ) { + return obj + ""; + } + + // Support: Android <=2.3 only (functionish RegExp) + return typeof obj === "object" || typeof obj === "function" ? + class2type[ toString.call( obj ) ] || "object" : + typeof obj; +} +/* global Symbol */ +// Defining this global in .eslintrc.json would create a danger of using the global +// unguarded in another place, it seems safer to define global only for this module + + + +var + version = "3.6.0", + + // Define a local copy of jQuery + jQuery = function( selector, context ) { + + // The jQuery object is actually just the init constructor 'enhanced' + // Need init if jQuery is called (just allow error to be thrown if not included) + return new jQuery.fn.init( selector, context ); + }; + +jQuery.fn = jQuery.prototype = { + + // The current version of jQuery being used + jquery: version, + + constructor: jQuery, + + // The default length of a jQuery object is 0 + length: 0, + + toArray: function() { + return slice.call( this ); + }, + + // Get the Nth element in the matched element set OR + // Get the whole matched element set as a clean array + get: function( num ) { + + // Return all the elements in a clean array + if ( num == null ) { + return slice.call( this ); + } + + // Return just the one element from the set + return num < 0 ? this[ num + this.length ] : this[ num ]; + }, + + // Take an array of elements and push it onto the stack + // (returning the new matched element set) + pushStack: function( elems ) { + + // Build a new jQuery matched element set + var ret = jQuery.merge( this.constructor(), elems ); + + // Add the old object onto the stack (as a reference) + ret.prevObject = this; + + // Return the newly-formed element set + return ret; + }, + + // Execute a callback for every element in the matched set. + each: function( callback ) { + return jQuery.each( this, callback ); + }, + + map: function( callback ) { + return this.pushStack( jQuery.map( this, function( elem, i ) { + return callback.call( elem, i, elem ); + } ) ); + }, + + slice: function() { + return this.pushStack( slice.apply( this, arguments ) ); + }, + + first: function() { + return this.eq( 0 ); + }, + + last: function() { + return this.eq( -1 ); + }, + + even: function() { + return this.pushStack( jQuery.grep( this, function( _elem, i ) { + return ( i + 1 ) % 2; + } ) ); + }, + + odd: function() { + return this.pushStack( jQuery.grep( this, function( _elem, i ) { + return i % 2; + } ) ); + }, + + eq: function( i ) { + var len = this.length, + j = +i + ( i < 0 ? len : 0 ); + return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] ); + }, + + end: function() { + return this.prevObject || this.constructor(); + }, + + // For internal use only. + // Behaves like an Array's method, not like a jQuery method. + push: push, + sort: arr.sort, + splice: arr.splice +}; + +jQuery.extend = jQuery.fn.extend = function() { + var options, name, src, copy, copyIsArray, clone, + target = arguments[ 0 ] || {}, + i = 1, + length = arguments.length, + deep = false; + + // Handle a deep copy situation + if ( typeof target === "boolean" ) { + deep = target; + + // Skip the boolean and the target + target = arguments[ i ] || {}; + i++; + } + + // Handle case when target is a string or something (possible in deep copy) + if ( typeof target !== "object" && !isFunction( target ) ) { + target = {}; + } + + // Extend jQuery itself if only one argument is passed + if ( i === length ) { + target = this; + i--; + } + + for ( ; i < length; i++ ) { + + // Only deal with non-null/undefined values + if ( ( options = arguments[ i ] ) != null ) { + + // Extend the base object + for ( name in options ) { + copy = options[ name ]; + + // Prevent Object.prototype pollution + // Prevent never-ending loop + if ( name === "__proto__" || target === copy ) { + continue; + } + + // Recurse if we're merging plain objects or arrays + if ( deep && copy && ( jQuery.isPlainObject( copy ) || + ( copyIsArray = Array.isArray( copy ) ) ) ) { + src = target[ name ]; + + // Ensure proper type for the source value + if ( copyIsArray && !Array.isArray( src ) ) { + clone = []; + } else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) { + clone = {}; + } else { + clone = src; + } + copyIsArray = false; + + // Never move original objects, clone them + target[ name ] = jQuery.extend( deep, clone, copy ); + + // Don't bring in undefined values + } else if ( copy !== undefined ) { + target[ name ] = copy; + } + } + } + } + + // Return the modified object + return target; +}; + +jQuery.extend( { + + // Unique for each copy of jQuery on the page + expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ), + + // Assume jQuery is ready without the ready module + isReady: true, + + error: function( msg ) { + throw new Error( msg ); + }, + + noop: function() {}, + + isPlainObject: function( obj ) { + var proto, Ctor; + + // Detect obvious negatives + // Use toString instead of jQuery.type to catch host objects + if ( !obj || toString.call( obj ) !== "[object Object]" ) { + return false; + } + + proto = getProto( obj ); + + // Objects with no prototype (e.g., `Object.create( null )`) are plain + if ( !proto ) { + return true; + } + + // Objects with prototype are plain iff they were constructed by a global Object function + Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor; + return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString; + }, + + isEmptyObject: function( obj ) { + var name; + + for ( name in obj ) { + return false; + } + return true; + }, + + // Evaluates a script in a provided context; falls back to the global one + // if not specified. + globalEval: function( code, options, doc ) { + DOMEval( code, { nonce: options && options.nonce }, doc ); + }, + + each: function( obj, callback ) { + var length, i = 0; + + if ( isArrayLike( obj ) ) { + length = obj.length; + for ( ; i < length; i++ ) { + if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { + break; + } + } + } else { + for ( i in obj ) { + if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { + break; + } + } + } + + return obj; + }, + + // results is for internal usage only + makeArray: function( arr, results ) { + var ret = results || []; + + if ( arr != null ) { + if ( isArrayLike( Object( arr ) ) ) { + jQuery.merge( ret, + typeof arr === "string" ? + [ arr ] : arr + ); + } else { + push.call( ret, arr ); + } + } + + return ret; + }, + + inArray: function( elem, arr, i ) { + return arr == null ? -1 : indexOf.call( arr, elem, i ); + }, + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + merge: function( first, second ) { + var len = +second.length, + j = 0, + i = first.length; + + for ( ; j < len; j++ ) { + first[ i++ ] = second[ j ]; + } + + first.length = i; + + return first; + }, + + grep: function( elems, callback, invert ) { + var callbackInverse, + matches = [], + i = 0, + length = elems.length, + callbackExpect = !invert; + + // Go through the array, only saving the items + // that pass the validator function + for ( ; i < length; i++ ) { + callbackInverse = !callback( elems[ i ], i ); + if ( callbackInverse !== callbackExpect ) { + matches.push( elems[ i ] ); + } + } + + return matches; + }, + + // arg is for internal usage only + map: function( elems, callback, arg ) { + var length, value, + i = 0, + ret = []; + + // Go through the array, translating each of the items to their new values + if ( isArrayLike( elems ) ) { + length = elems.length; + for ( ; i < length; i++ ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + + // Go through every key on the object, + } else { + for ( i in elems ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + } + + // Flatten any nested arrays + return flat( ret ); + }, + + // A global GUID counter for objects + guid: 1, + + // jQuery.support is not used in Core but other projects attach their + // properties to it so it needs to exist. + support: support +} ); + +if ( typeof Symbol === "function" ) { + jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ]; +} + +// Populate the class2type map +jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ), + function( _i, name ) { + class2type[ "[object " + name + "]" ] = name.toLowerCase(); + } ); + +function isArrayLike( obj ) { + + // Support: real iOS 8.2 only (not reproducible in simulator) + // `in` check used to prevent JIT error (gh-2145) + // hasOwn isn't used here due to false negatives + // regarding Nodelist length in IE + var length = !!obj && "length" in obj && obj.length, + type = toType( obj ); + + if ( isFunction( obj ) || isWindow( obj ) ) { + return false; + } + + return type === "array" || length === 0 || + typeof length === "number" && length > 0 && ( length - 1 ) in obj; +} +var Sizzle = +/*! + * Sizzle CSS Selector Engine v2.3.6 + * https://sizzlejs.com/ + * + * Copyright JS Foundation and other contributors + * Released under the MIT license + * https://js.foundation/ + * + * Date: 2021-02-16 + */ +( function( window ) { +var i, + support, + Expr, + getText, + isXML, + tokenize, + compile, + select, + outermostContext, + sortInput, + hasDuplicate, + + // Local document vars + setDocument, + document, + docElem, + documentIsHTML, + rbuggyQSA, + rbuggyMatches, + matches, + contains, + + // Instance-specific data + expando = "sizzle" + 1 * new Date(), + preferredDoc = window.document, + dirruns = 0, + done = 0, + classCache = createCache(), + tokenCache = createCache(), + compilerCache = createCache(), + nonnativeSelectorCache = createCache(), + sortOrder = function( a, b ) { + if ( a === b ) { + hasDuplicate = true; + } + return 0; + }, + + // Instance methods + hasOwn = ( {} ).hasOwnProperty, + arr = [], + pop = arr.pop, + pushNative = arr.push, + push = arr.push, + slice = arr.slice, + + // Use a stripped-down indexOf as it's faster than native + // https://jsperf.com/thor-indexof-vs-for/5 + indexOf = function( list, elem ) { + var i = 0, + len = list.length; + for ( ; i < len; i++ ) { + if ( list[ i ] === elem ) { + return i; + } + } + return -1; + }, + + booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" + + "ismap|loop|multiple|open|readonly|required|scoped", + + // Regular expressions + + // http://www.w3.org/TR/css3-selectors/#whitespace + whitespace = "[\\x20\\t\\r\\n\\f]", + + // https://www.w3.org/TR/css-syntax-3/#ident-token-diagram + identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace + + "?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+", + + // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors + attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace + + + // Operator (capture 2) + "*([*^$|!~]?=)" + whitespace + + + // "Attribute values must be CSS identifiers [capture 5] + // or strings [capture 3 or capture 4]" + "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + + whitespace + "*\\]", + + pseudos = ":(" + identifier + ")(?:\\((" + + + // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: + // 1. quoted (capture 3; capture 4 or capture 5) + "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + + + // 2. simple (capture 6) + "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + + + // 3. anything else (capture 2) + ".*" + + ")\\)|)", + + // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter + rwhitespace = new RegExp( whitespace + "+", "g" ), + rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + + whitespace + "+$", "g" ), + + rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), + rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + + "*" ), + rdescend = new RegExp( whitespace + "|>" ), + + rpseudo = new RegExp( pseudos ), + ridentifier = new RegExp( "^" + identifier + "$" ), + + matchExpr = { + "ID": new RegExp( "^#(" + identifier + ")" ), + "CLASS": new RegExp( "^\\.(" + identifier + ")" ), + "TAG": new RegExp( "^(" + identifier + "|[*])" ), + "ATTR": new RegExp( "^" + attributes ), + "PSEUDO": new RegExp( "^" + pseudos ), + "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + + whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + + whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), + "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), + + // For use in libraries implementing .is() + // We use this for POS matching in `select` + "needsContext": new RegExp( "^" + whitespace + + "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace + + "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) + }, + + rhtml = /HTML$/i, + rinputs = /^(?:input|select|textarea|button)$/i, + rheader = /^h\d$/i, + + rnative = /^[^{]+\{\s*\[native \w/, + + // Easily-parseable/retrievable ID or TAG or CLASS selectors + rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, + + rsibling = /[+~]/, + + // CSS escapes + // http://www.w3.org/TR/CSS21/syndata.html#escaped-characters + runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ), + funescape = function( escape, nonHex ) { + var high = "0x" + escape.slice( 1 ) - 0x10000; + + return nonHex ? + + // Strip the backslash prefix from a non-hex escape sequence + nonHex : + + // Replace a hexadecimal escape sequence with the encoded Unicode code point + // Support: IE <=11+ + // For values outside the Basic Multilingual Plane (BMP), manually construct a + // surrogate pair + high < 0 ? + String.fromCharCode( high + 0x10000 ) : + String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); + }, + + // CSS string/identifier serialization + // https://drafts.csswg.org/cssom/#common-serializing-idioms + rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g, + fcssescape = function( ch, asCodePoint ) { + if ( asCodePoint ) { + + // U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER + if ( ch === "\0" ) { + return "\uFFFD"; + } + + // Control characters and (dependent upon position) numbers get escaped as code points + return ch.slice( 0, -1 ) + "\\" + + ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " "; + } + + // Other potentially-special ASCII characters get backslash-escaped + return "\\" + ch; + }, + + // Used for iframes + // See setDocument() + // Removing the function wrapper causes a "Permission Denied" + // error in IE + unloadHandler = function() { + setDocument(); + }, + + inDisabledFieldset = addCombinator( + function( elem ) { + return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset"; + }, + { dir: "parentNode", next: "legend" } + ); + +// Optimize for push.apply( _, NodeList ) +try { + push.apply( + ( arr = slice.call( preferredDoc.childNodes ) ), + preferredDoc.childNodes + ); + + // Support: Android<4.0 + // Detect silently failing push.apply + // eslint-disable-next-line no-unused-expressions + arr[ preferredDoc.childNodes.length ].nodeType; +} catch ( e ) { + push = { apply: arr.length ? + + // Leverage slice if possible + function( target, els ) { + pushNative.apply( target, slice.call( els ) ); + } : + + // Support: IE<9 + // Otherwise append directly + function( target, els ) { + var j = target.length, + i = 0; + + // Can't trust NodeList.length + while ( ( target[ j++ ] = els[ i++ ] ) ) {} + target.length = j - 1; + } + }; +} + +function Sizzle( selector, context, results, seed ) { + var m, i, elem, nid, match, groups, newSelector, + newContext = context && context.ownerDocument, + + // nodeType defaults to 9, since context defaults to document + nodeType = context ? context.nodeType : 9; + + results = results || []; + + // Return early from calls with invalid selector or context + if ( typeof selector !== "string" || !selector || + nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) { + + return results; + } + + // Try to shortcut find operations (as opposed to filters) in HTML documents + if ( !seed ) { + setDocument( context ); + context = context || document; + + if ( documentIsHTML ) { + + // If the selector is sufficiently simple, try using a "get*By*" DOM method + // (excepting DocumentFragment context, where the methods don't exist) + if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) { + + // ID selector + if ( ( m = match[ 1 ] ) ) { + + // Document context + if ( nodeType === 9 ) { + if ( ( elem = context.getElementById( m ) ) ) { + + // Support: IE, Opera, Webkit + // TODO: identify versions + // getElementById can match elements by name instead of ID + if ( elem.id === m ) { + results.push( elem ); + return results; + } + } else { + return results; + } + + // Element context + } else { + + // Support: IE, Opera, Webkit + // TODO: identify versions + // getElementById can match elements by name instead of ID + if ( newContext && ( elem = newContext.getElementById( m ) ) && + contains( context, elem ) && + elem.id === m ) { + + results.push( elem ); + return results; + } + } + + // Type selector + } else if ( match[ 2 ] ) { + push.apply( results, context.getElementsByTagName( selector ) ); + return results; + + // Class selector + } else if ( ( m = match[ 3 ] ) && support.getElementsByClassName && + context.getElementsByClassName ) { + + push.apply( results, context.getElementsByClassName( m ) ); + return results; + } + } + + // Take advantage of querySelectorAll + if ( support.qsa && + !nonnativeSelectorCache[ selector + " " ] && + ( !rbuggyQSA || !rbuggyQSA.test( selector ) ) && + + // Support: IE 8 only + // Exclude object elements + ( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) { + + newSelector = selector; + newContext = context; + + // qSA considers elements outside a scoping root when evaluating child or + // descendant combinators, which is not what we want. + // In such cases, we work around the behavior by prefixing every selector in the + // list with an ID selector referencing the scope context. + // The technique has to be used as well when a leading combinator is used + // as such selectors are not recognized by querySelectorAll. + // Thanks to Andrew Dupont for this technique. + if ( nodeType === 1 && + ( rdescend.test( selector ) || rcombinators.test( selector ) ) ) { + + // Expand context for sibling selectors + newContext = rsibling.test( selector ) && testContext( context.parentNode ) || + context; + + // We can use :scope instead of the ID hack if the browser + // supports it & if we're not changing the context. + if ( newContext !== context || !support.scope ) { + + // Capture the context ID, setting it first if necessary + if ( ( nid = context.getAttribute( "id" ) ) ) { + nid = nid.replace( rcssescape, fcssescape ); + } else { + context.setAttribute( "id", ( nid = expando ) ); + } + } + + // Prefix every selector in the list + groups = tokenize( selector ); + i = groups.length; + while ( i-- ) { + groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " + + toSelector( groups[ i ] ); + } + newSelector = groups.join( "," ); + } + + try { + push.apply( results, + newContext.querySelectorAll( newSelector ) + ); + return results; + } catch ( qsaError ) { + nonnativeSelectorCache( selector, true ); + } finally { + if ( nid === expando ) { + context.removeAttribute( "id" ); + } + } + } + } + } + + // All others + return select( selector.replace( rtrim, "$1" ), context, results, seed ); +} + +/** + * Create key-value caches of limited size + * @returns {function(string, object)} Returns the Object data after storing it on itself with + * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) + * deleting the oldest entry + */ +function createCache() { + var keys = []; + + function cache( key, value ) { + + // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) + if ( keys.push( key + " " ) > Expr.cacheLength ) { + + // Only keep the most recent entries + delete cache[ keys.shift() ]; + } + return ( cache[ key + " " ] = value ); + } + return cache; +} + +/** + * Mark a function for special use by Sizzle + * @param {Function} fn The function to mark + */ +function markFunction( fn ) { + fn[ expando ] = true; + return fn; +} + +/** + * Support testing using an element + * @param {Function} fn Passed the created element and returns a boolean result + */ +function assert( fn ) { + var el = document.createElement( "fieldset" ); + + try { + return !!fn( el ); + } catch ( e ) { + return false; + } finally { + + // Remove from its parent by default + if ( el.parentNode ) { + el.parentNode.removeChild( el ); + } + + // release memory in IE + el = null; + } +} + +/** + * Adds the same handler for all of the specified attrs + * @param {String} attrs Pipe-separated list of attributes + * @param {Function} handler The method that will be applied + */ +function addHandle( attrs, handler ) { + var arr = attrs.split( "|" ), + i = arr.length; + + while ( i-- ) { + Expr.attrHandle[ arr[ i ] ] = handler; + } +} + +/** + * Checks document order of two siblings + * @param {Element} a + * @param {Element} b + * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b + */ +function siblingCheck( a, b ) { + var cur = b && a, + diff = cur && a.nodeType === 1 && b.nodeType === 1 && + a.sourceIndex - b.sourceIndex; + + // Use IE sourceIndex if available on both nodes + if ( diff ) { + return diff; + } + + // Check if b follows a + if ( cur ) { + while ( ( cur = cur.nextSibling ) ) { + if ( cur === b ) { + return -1; + } + } + } + + return a ? 1 : -1; +} + +/** + * Returns a function to use in pseudos for input types + * @param {String} type + */ +function createInputPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for buttons + * @param {String} type + */ +function createButtonPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return ( name === "input" || name === "button" ) && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for :enabled/:disabled + * @param {Boolean} disabled true for :disabled; false for :enabled + */ +function createDisabledPseudo( disabled ) { + + // Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable + return function( elem ) { + + // Only certain elements can match :enabled or :disabled + // https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled + // https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled + if ( "form" in elem ) { + + // Check for inherited disabledness on relevant non-disabled elements: + // * listed form-associated elements in a disabled fieldset + // https://html.spec.whatwg.org/multipage/forms.html#category-listed + // https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled + // * option elements in a disabled optgroup + // https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled + // All such elements have a "form" property. + if ( elem.parentNode && elem.disabled === false ) { + + // Option elements defer to a parent optgroup if present + if ( "label" in elem ) { + if ( "label" in elem.parentNode ) { + return elem.parentNode.disabled === disabled; + } else { + return elem.disabled === disabled; + } + } + + // Support: IE 6 - 11 + // Use the isDisabled shortcut property to check for disabled fieldset ancestors + return elem.isDisabled === disabled || + + // Where there is no isDisabled, check manually + /* jshint -W018 */ + elem.isDisabled !== !disabled && + inDisabledFieldset( elem ) === disabled; + } + + return elem.disabled === disabled; + + // Try to winnow out elements that can't be disabled before trusting the disabled property. + // Some victims get caught in our net (label, legend, menu, track), but it shouldn't + // even exist on them, let alone have a boolean value. + } else if ( "label" in elem ) { + return elem.disabled === disabled; + } + + // Remaining elements are neither :enabled nor :disabled + return false; + }; +} + +/** + * Returns a function to use in pseudos for positionals + * @param {Function} fn + */ +function createPositionalPseudo( fn ) { + return markFunction( function( argument ) { + argument = +argument; + return markFunction( function( seed, matches ) { + var j, + matchIndexes = fn( [], seed.length, argument ), + i = matchIndexes.length; + + // Match elements found at the specified indexes + while ( i-- ) { + if ( seed[ ( j = matchIndexes[ i ] ) ] ) { + seed[ j ] = !( matches[ j ] = seed[ j ] ); + } + } + } ); + } ); +} + +/** + * Checks a node for validity as a Sizzle context + * @param {Element|Object=} context + * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value + */ +function testContext( context ) { + return context && typeof context.getElementsByTagName !== "undefined" && context; +} + +// Expose support vars for convenience +support = Sizzle.support = {}; + +/** + * Detects XML nodes + * @param {Element|Object} elem An element or a document + * @returns {Boolean} True iff elem is a non-HTML XML node + */ +isXML = Sizzle.isXML = function( elem ) { + var namespace = elem && elem.namespaceURI, + docElem = elem && ( elem.ownerDocument || elem ).documentElement; + + // Support: IE <=8 + // Assume HTML when documentElement doesn't yet exist, such as inside loading iframes + // https://bugs.jquery.com/ticket/4833 + return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" ); +}; + +/** + * Sets document-related variables once based on the current document + * @param {Element|Object} [doc] An element or document object to use to set the document + * @returns {Object} Returns the current document + */ +setDocument = Sizzle.setDocument = function( node ) { + var hasCompare, subWindow, + doc = node ? node.ownerDocument || node : preferredDoc; + + // Return early if doc is invalid or already selected + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) { + return document; + } + + // Update global variables + document = doc; + docElem = document.documentElement; + documentIsHTML = !isXML( document ); + + // Support: IE 9 - 11+, Edge 12 - 18+ + // Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936) + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( preferredDoc != document && + ( subWindow = document.defaultView ) && subWindow.top !== subWindow ) { + + // Support: IE 11, Edge + if ( subWindow.addEventListener ) { + subWindow.addEventListener( "unload", unloadHandler, false ); + + // Support: IE 9 - 10 only + } else if ( subWindow.attachEvent ) { + subWindow.attachEvent( "onunload", unloadHandler ); + } + } + + // Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only, + // Safari 4 - 5 only, Opera <=11.6 - 12.x only + // IE/Edge & older browsers don't support the :scope pseudo-class. + // Support: Safari 6.0 only + // Safari 6.0 supports :scope but it's an alias of :root there. + support.scope = assert( function( el ) { + docElem.appendChild( el ).appendChild( document.createElement( "div" ) ); + return typeof el.querySelectorAll !== "undefined" && + !el.querySelectorAll( ":scope fieldset div" ).length; + } ); + + /* Attributes + ---------------------------------------------------------------------- */ + + // Support: IE<8 + // Verify that getAttribute really returns attributes and not properties + // (excepting IE8 booleans) + support.attributes = assert( function( el ) { + el.className = "i"; + return !el.getAttribute( "className" ); + } ); + + /* getElement(s)By* + ---------------------------------------------------------------------- */ + + // Check if getElementsByTagName("*") returns only elements + support.getElementsByTagName = assert( function( el ) { + el.appendChild( document.createComment( "" ) ); + return !el.getElementsByTagName( "*" ).length; + } ); + + // Support: IE<9 + support.getElementsByClassName = rnative.test( document.getElementsByClassName ); + + // Support: IE<10 + // Check if getElementById returns elements by name + // The broken getElementById methods don't pick up programmatically-set names, + // so use a roundabout getElementsByName test + support.getById = assert( function( el ) { + docElem.appendChild( el ).id = expando; + return !document.getElementsByName || !document.getElementsByName( expando ).length; + } ); + + // ID filter and find + if ( support.getById ) { + Expr.filter[ "ID" ] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + return elem.getAttribute( "id" ) === attrId; + }; + }; + Expr.find[ "ID" ] = function( id, context ) { + if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { + var elem = context.getElementById( id ); + return elem ? [ elem ] : []; + } + }; + } else { + Expr.filter[ "ID" ] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + var node = typeof elem.getAttributeNode !== "undefined" && + elem.getAttributeNode( "id" ); + return node && node.value === attrId; + }; + }; + + // Support: IE 6 - 7 only + // getElementById is not reliable as a find shortcut + Expr.find[ "ID" ] = function( id, context ) { + if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { + var node, i, elems, + elem = context.getElementById( id ); + + if ( elem ) { + + // Verify the id attribute + node = elem.getAttributeNode( "id" ); + if ( node && node.value === id ) { + return [ elem ]; + } + + // Fall back on getElementsByName + elems = context.getElementsByName( id ); + i = 0; + while ( ( elem = elems[ i++ ] ) ) { + node = elem.getAttributeNode( "id" ); + if ( node && node.value === id ) { + return [ elem ]; + } + } + } + + return []; + } + }; + } + + // Tag + Expr.find[ "TAG" ] = support.getElementsByTagName ? + function( tag, context ) { + if ( typeof context.getElementsByTagName !== "undefined" ) { + return context.getElementsByTagName( tag ); + + // DocumentFragment nodes don't have gEBTN + } else if ( support.qsa ) { + return context.querySelectorAll( tag ); + } + } : + + function( tag, context ) { + var elem, + tmp = [], + i = 0, + + // By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too + results = context.getElementsByTagName( tag ); + + // Filter out possible comments + if ( tag === "*" ) { + while ( ( elem = results[ i++ ] ) ) { + if ( elem.nodeType === 1 ) { + tmp.push( elem ); + } + } + + return tmp; + } + return results; + }; + + // Class + Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) { + if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) { + return context.getElementsByClassName( className ); + } + }; + + /* QSA/matchesSelector + ---------------------------------------------------------------------- */ + + // QSA and matchesSelector support + + // matchesSelector(:active) reports false when true (IE9/Opera 11.5) + rbuggyMatches = []; + + // qSa(:focus) reports false when true (Chrome 21) + // We allow this because of a bug in IE8/9 that throws an error + // whenever `document.activeElement` is accessed on an iframe + // So, we allow :focus to pass through QSA all the time to avoid the IE error + // See https://bugs.jquery.com/ticket/13378 + rbuggyQSA = []; + + if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) { + + // Build QSA regex + // Regex strategy adopted from Diego Perini + assert( function( el ) { + + var input; + + // Select is set to empty string on purpose + // This is to test IE's treatment of not explicitly + // setting a boolean content attribute, + // since its presence should be enough + // https://bugs.jquery.com/ticket/12359 + docElem.appendChild( el ).innerHTML = "" + + ""; + + // Support: IE8, Opera 11-12.16 + // Nothing should be selected when empty strings follow ^= or $= or *= + // The test attribute must be unknown in Opera but "safe" for WinRT + // https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section + if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) { + rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); + } + + // Support: IE8 + // Boolean attributes and "value" are not treated correctly + if ( !el.querySelectorAll( "[selected]" ).length ) { + rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); + } + + // Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+ + if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) { + rbuggyQSA.push( "~=" ); + } + + // Support: IE 11+, Edge 15 - 18+ + // IE 11/Edge don't find elements on a `[name='']` query in some cases. + // Adding a temporary attribute to the document before the selection works + // around the issue. + // Interestingly, IE 10 & older don't seem to have the issue. + input = document.createElement( "input" ); + input.setAttribute( "name", "" ); + el.appendChild( input ); + if ( !el.querySelectorAll( "[name='']" ).length ) { + rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" + + whitespace + "*(?:''|\"\")" ); + } + + // Webkit/Opera - :checked should return selected option elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + // IE8 throws error here and will not see later tests + if ( !el.querySelectorAll( ":checked" ).length ) { + rbuggyQSA.push( ":checked" ); + } + + // Support: Safari 8+, iOS 8+ + // https://bugs.webkit.org/show_bug.cgi?id=136851 + // In-page `selector#id sibling-combinator selector` fails + if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) { + rbuggyQSA.push( ".#.+[+~]" ); + } + + // Support: Firefox <=3.6 - 5 only + // Old Firefox doesn't throw on a badly-escaped identifier. + el.querySelectorAll( "\\\f" ); + rbuggyQSA.push( "[\\r\\n\\f]" ); + } ); + + assert( function( el ) { + el.innerHTML = "" + + ""; + + // Support: Windows 8 Native Apps + // The type and name attributes are restricted during .innerHTML assignment + var input = document.createElement( "input" ); + input.setAttribute( "type", "hidden" ); + el.appendChild( input ).setAttribute( "name", "D" ); + + // Support: IE8 + // Enforce case-sensitivity of name attribute + if ( el.querySelectorAll( "[name=d]" ).length ) { + rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); + } + + // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) + // IE8 throws error here and will not see later tests + if ( el.querySelectorAll( ":enabled" ).length !== 2 ) { + rbuggyQSA.push( ":enabled", ":disabled" ); + } + + // Support: IE9-11+ + // IE's :disabled selector does not pick up the children of disabled fieldsets + docElem.appendChild( el ).disabled = true; + if ( el.querySelectorAll( ":disabled" ).length !== 2 ) { + rbuggyQSA.push( ":enabled", ":disabled" ); + } + + // Support: Opera 10 - 11 only + // Opera 10-11 does not throw on post-comma invalid pseudos + el.querySelectorAll( "*,:x" ); + rbuggyQSA.push( ",.*:" ); + } ); + } + + if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches || + docElem.webkitMatchesSelector || + docElem.mozMatchesSelector || + docElem.oMatchesSelector || + docElem.msMatchesSelector ) ) ) ) { + + assert( function( el ) { + + // Check to see if it's possible to do matchesSelector + // on a disconnected node (IE 9) + support.disconnectedMatch = matches.call( el, "*" ); + + // This should fail with an exception + // Gecko does not error, returns false instead + matches.call( el, "[s!='']:x" ); + rbuggyMatches.push( "!=", pseudos ); + } ); + } + + rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) ); + rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) ); + + /* Contains + ---------------------------------------------------------------------- */ + hasCompare = rnative.test( docElem.compareDocumentPosition ); + + // Element contains another + // Purposefully self-exclusive + // As in, an element does not contain itself + contains = hasCompare || rnative.test( docElem.contains ) ? + function( a, b ) { + var adown = a.nodeType === 9 ? a.documentElement : a, + bup = b && b.parentNode; + return a === bup || !!( bup && bup.nodeType === 1 && ( + adown.contains ? + adown.contains( bup ) : + a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 + ) ); + } : + function( a, b ) { + if ( b ) { + while ( ( b = b.parentNode ) ) { + if ( b === a ) { + return true; + } + } + } + return false; + }; + + /* Sorting + ---------------------------------------------------------------------- */ + + // Document order sorting + sortOrder = hasCompare ? + function( a, b ) { + + // Flag for duplicate removal + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + // Sort on method existence if only one input has compareDocumentPosition + var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; + if ( compare ) { + return compare; + } + + // Calculate position if both inputs belong to the same document + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ? + a.compareDocumentPosition( b ) : + + // Otherwise we know they are disconnected + 1; + + // Disconnected nodes + if ( compare & 1 || + ( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) { + + // Choose the first element that is related to our preferred document + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( a == document || a.ownerDocument == preferredDoc && + contains( preferredDoc, a ) ) { + return -1; + } + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( b == document || b.ownerDocument == preferredDoc && + contains( preferredDoc, b ) ) { + return 1; + } + + // Maintain original order + return sortInput ? + ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : + 0; + } + + return compare & 4 ? -1 : 1; + } : + function( a, b ) { + + // Exit early if the nodes are identical + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + var cur, + i = 0, + aup = a.parentNode, + bup = b.parentNode, + ap = [ a ], + bp = [ b ]; + + // Parentless nodes are either documents or disconnected + if ( !aup || !bup ) { + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + /* eslint-disable eqeqeq */ + return a == document ? -1 : + b == document ? 1 : + /* eslint-enable eqeqeq */ + aup ? -1 : + bup ? 1 : + sortInput ? + ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : + 0; + + // If the nodes are siblings, we can do a quick check + } else if ( aup === bup ) { + return siblingCheck( a, b ); + } + + // Otherwise we need full lists of their ancestors for comparison + cur = a; + while ( ( cur = cur.parentNode ) ) { + ap.unshift( cur ); + } + cur = b; + while ( ( cur = cur.parentNode ) ) { + bp.unshift( cur ); + } + + // Walk down the tree looking for a discrepancy + while ( ap[ i ] === bp[ i ] ) { + i++; + } + + return i ? + + // Do a sibling check if the nodes have a common ancestor + siblingCheck( ap[ i ], bp[ i ] ) : + + // Otherwise nodes in our document sort first + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + /* eslint-disable eqeqeq */ + ap[ i ] == preferredDoc ? -1 : + bp[ i ] == preferredDoc ? 1 : + /* eslint-enable eqeqeq */ + 0; + }; + + return document; +}; + +Sizzle.matches = function( expr, elements ) { + return Sizzle( expr, null, null, elements ); +}; + +Sizzle.matchesSelector = function( elem, expr ) { + setDocument( elem ); + + if ( support.matchesSelector && documentIsHTML && + !nonnativeSelectorCache[ expr + " " ] && + ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && + ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { + + try { + var ret = matches.call( elem, expr ); + + // IE 9's matchesSelector returns false on disconnected nodes + if ( ret || support.disconnectedMatch || + + // As well, disconnected nodes are said to be in a document + // fragment in IE 9 + elem.document && elem.document.nodeType !== 11 ) { + return ret; + } + } catch ( e ) { + nonnativeSelectorCache( expr, true ); + } + } + + return Sizzle( expr, document, null, [ elem ] ).length > 0; +}; + +Sizzle.contains = function( context, elem ) { + + // Set document vars if needed + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( ( context.ownerDocument || context ) != document ) { + setDocument( context ); + } + return contains( context, elem ); +}; + +Sizzle.attr = function( elem, name ) { + + // Set document vars if needed + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( ( elem.ownerDocument || elem ) != document ) { + setDocument( elem ); + } + + var fn = Expr.attrHandle[ name.toLowerCase() ], + + // Don't get fooled by Object.prototype properties (jQuery #13807) + val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? + fn( elem, name, !documentIsHTML ) : + undefined; + + return val !== undefined ? + val : + support.attributes || !documentIsHTML ? + elem.getAttribute( name ) : + ( val = elem.getAttributeNode( name ) ) && val.specified ? + val.value : + null; +}; + +Sizzle.escape = function( sel ) { + return ( sel + "" ).replace( rcssescape, fcssescape ); +}; + +Sizzle.error = function( msg ) { + throw new Error( "Syntax error, unrecognized expression: " + msg ); +}; + +/** + * Document sorting and removing duplicates + * @param {ArrayLike} results + */ +Sizzle.uniqueSort = function( results ) { + var elem, + duplicates = [], + j = 0, + i = 0; + + // Unless we *know* we can detect duplicates, assume their presence + hasDuplicate = !support.detectDuplicates; + sortInput = !support.sortStable && results.slice( 0 ); + results.sort( sortOrder ); + + if ( hasDuplicate ) { + while ( ( elem = results[ i++ ] ) ) { + if ( elem === results[ i ] ) { + j = duplicates.push( i ); + } + } + while ( j-- ) { + results.splice( duplicates[ j ], 1 ); + } + } + + // Clear input after sorting to release objects + // See https://github.com/jquery/sizzle/pull/225 + sortInput = null; + + return results; +}; + +/** + * Utility function for retrieving the text value of an array of DOM nodes + * @param {Array|Element} elem + */ +getText = Sizzle.getText = function( elem ) { + var node, + ret = "", + i = 0, + nodeType = elem.nodeType; + + if ( !nodeType ) { + + // If no nodeType, this is expected to be an array + while ( ( node = elem[ i++ ] ) ) { + + // Do not traverse comment nodes + ret += getText( node ); + } + } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { + + // Use textContent for elements + // innerText usage removed for consistency of new lines (jQuery #11153) + if ( typeof elem.textContent === "string" ) { + return elem.textContent; + } else { + + // Traverse its children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + ret += getText( elem ); + } + } + } else if ( nodeType === 3 || nodeType === 4 ) { + return elem.nodeValue; + } + + // Do not include comment or processing instruction nodes + + return ret; +}; + +Expr = Sizzle.selectors = { + + // Can be adjusted by the user + cacheLength: 50, + + createPseudo: markFunction, + + match: matchExpr, + + attrHandle: {}, + + find: {}, + + relative: { + ">": { dir: "parentNode", first: true }, + " ": { dir: "parentNode" }, + "+": { dir: "previousSibling", first: true }, + "~": { dir: "previousSibling" } + }, + + preFilter: { + "ATTR": function( match ) { + match[ 1 ] = match[ 1 ].replace( runescape, funescape ); + + // Move the given value to match[3] whether quoted or unquoted + match[ 3 ] = ( match[ 3 ] || match[ 4 ] || + match[ 5 ] || "" ).replace( runescape, funescape ); + + if ( match[ 2 ] === "~=" ) { + match[ 3 ] = " " + match[ 3 ] + " "; + } + + return match.slice( 0, 4 ); + }, + + "CHILD": function( match ) { + + /* matches from matchExpr["CHILD"] + 1 type (only|nth|...) + 2 what (child|of-type) + 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) + 4 xn-component of xn+y argument ([+-]?\d*n|) + 5 sign of xn-component + 6 x of xn-component + 7 sign of y-component + 8 y of y-component + */ + match[ 1 ] = match[ 1 ].toLowerCase(); + + if ( match[ 1 ].slice( 0, 3 ) === "nth" ) { + + // nth-* requires argument + if ( !match[ 3 ] ) { + Sizzle.error( match[ 0 ] ); + } + + // numeric x and y parameters for Expr.filter.CHILD + // remember that false/true cast respectively to 0/1 + match[ 4 ] = +( match[ 4 ] ? + match[ 5 ] + ( match[ 6 ] || 1 ) : + 2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) ); + match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" ); + + // other types prohibit arguments + } else if ( match[ 3 ] ) { + Sizzle.error( match[ 0 ] ); + } + + return match; + }, + + "PSEUDO": function( match ) { + var excess, + unquoted = !match[ 6 ] && match[ 2 ]; + + if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) { + return null; + } + + // Accept quoted arguments as-is + if ( match[ 3 ] ) { + match[ 2 ] = match[ 4 ] || match[ 5 ] || ""; + + // Strip excess characters from unquoted arguments + } else if ( unquoted && rpseudo.test( unquoted ) && + + // Get excess from tokenize (recursively) + ( excess = tokenize( unquoted, true ) ) && + + // advance to the next closing parenthesis + ( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) { + + // excess is a negative index + match[ 0 ] = match[ 0 ].slice( 0, excess ); + match[ 2 ] = unquoted.slice( 0, excess ); + } + + // Return only captures needed by the pseudo filter method (type and argument) + return match.slice( 0, 3 ); + } + }, + + filter: { + + "TAG": function( nodeNameSelector ) { + var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); + return nodeNameSelector === "*" ? + function() { + return true; + } : + function( elem ) { + return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; + }; + }, + + "CLASS": function( className ) { + var pattern = classCache[ className + " " ]; + + return pattern || + ( pattern = new RegExp( "(^|" + whitespace + + ")" + className + "(" + whitespace + "|$)" ) ) && classCache( + className, function( elem ) { + return pattern.test( + typeof elem.className === "string" && elem.className || + typeof elem.getAttribute !== "undefined" && + elem.getAttribute( "class" ) || + "" + ); + } ); + }, + + "ATTR": function( name, operator, check ) { + return function( elem ) { + var result = Sizzle.attr( elem, name ); + + if ( result == null ) { + return operator === "!="; + } + if ( !operator ) { + return true; + } + + result += ""; + + /* eslint-disable max-len */ + + return operator === "=" ? result === check : + operator === "!=" ? result !== check : + operator === "^=" ? check && result.indexOf( check ) === 0 : + operator === "*=" ? check && result.indexOf( check ) > -1 : + operator === "$=" ? check && result.slice( -check.length ) === check : + operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 : + operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : + false; + /* eslint-enable max-len */ + + }; + }, + + "CHILD": function( type, what, _argument, first, last ) { + var simple = type.slice( 0, 3 ) !== "nth", + forward = type.slice( -4 ) !== "last", + ofType = what === "of-type"; + + return first === 1 && last === 0 ? + + // Shortcut for :nth-*(n) + function( elem ) { + return !!elem.parentNode; + } : + + function( elem, _context, xml ) { + var cache, uniqueCache, outerCache, node, nodeIndex, start, + dir = simple !== forward ? "nextSibling" : "previousSibling", + parent = elem.parentNode, + name = ofType && elem.nodeName.toLowerCase(), + useCache = !xml && !ofType, + diff = false; + + if ( parent ) { + + // :(first|last|only)-(child|of-type) + if ( simple ) { + while ( dir ) { + node = elem; + while ( ( node = node[ dir ] ) ) { + if ( ofType ? + node.nodeName.toLowerCase() === name : + node.nodeType === 1 ) { + + return false; + } + } + + // Reverse direction for :only-* (if we haven't yet done so) + start = dir = type === "only" && !start && "nextSibling"; + } + return true; + } + + start = [ forward ? parent.firstChild : parent.lastChild ]; + + // non-xml :nth-child(...) stores cache data on `parent` + if ( forward && useCache ) { + + // Seek `elem` from a previously-cached index + + // ...in a gzip-friendly way + node = parent; + outerCache = node[ expando ] || ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + cache = uniqueCache[ type ] || []; + nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; + diff = nodeIndex && cache[ 2 ]; + node = nodeIndex && parent.childNodes[ nodeIndex ]; + + while ( ( node = ++nodeIndex && node && node[ dir ] || + + // Fallback to seeking `elem` from the start + ( diff = nodeIndex = 0 ) || start.pop() ) ) { + + // When found, cache indexes on `parent` and break + if ( node.nodeType === 1 && ++diff && node === elem ) { + uniqueCache[ type ] = [ dirruns, nodeIndex, diff ]; + break; + } + } + + } else { + + // Use previously-cached element index if available + if ( useCache ) { + + // ...in a gzip-friendly way + node = elem; + outerCache = node[ expando ] || ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + cache = uniqueCache[ type ] || []; + nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; + diff = nodeIndex; + } + + // xml :nth-child(...) + // or :nth-last-child(...) or :nth(-last)?-of-type(...) + if ( diff === false ) { + + // Use the same loop as above to seek `elem` from the start + while ( ( node = ++nodeIndex && node && node[ dir ] || + ( diff = nodeIndex = 0 ) || start.pop() ) ) { + + if ( ( ofType ? + node.nodeName.toLowerCase() === name : + node.nodeType === 1 ) && + ++diff ) { + + // Cache the index of each encountered element + if ( useCache ) { + outerCache = node[ expando ] || + ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + uniqueCache[ type ] = [ dirruns, diff ]; + } + + if ( node === elem ) { + break; + } + } + } + } + } + + // Incorporate the offset, then check against cycle size + diff -= last; + return diff === first || ( diff % first === 0 && diff / first >= 0 ); + } + }; + }, + + "PSEUDO": function( pseudo, argument ) { + + // pseudo-class names are case-insensitive + // http://www.w3.org/TR/selectors/#pseudo-classes + // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters + // Remember that setFilters inherits from pseudos + var args, + fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || + Sizzle.error( "unsupported pseudo: " + pseudo ); + + // The user may use createPseudo to indicate that + // arguments are needed to create the filter function + // just as Sizzle does + if ( fn[ expando ] ) { + return fn( argument ); + } + + // But maintain support for old signatures + if ( fn.length > 1 ) { + args = [ pseudo, pseudo, "", argument ]; + return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? + markFunction( function( seed, matches ) { + var idx, + matched = fn( seed, argument ), + i = matched.length; + while ( i-- ) { + idx = indexOf( seed, matched[ i ] ); + seed[ idx ] = !( matches[ idx ] = matched[ i ] ); + } + } ) : + function( elem ) { + return fn( elem, 0, args ); + }; + } + + return fn; + } + }, + + pseudos: { + + // Potentially complex pseudos + "not": markFunction( function( selector ) { + + // Trim the selector passed to compile + // to avoid treating leading and trailing + // spaces as combinators + var input = [], + results = [], + matcher = compile( selector.replace( rtrim, "$1" ) ); + + return matcher[ expando ] ? + markFunction( function( seed, matches, _context, xml ) { + var elem, + unmatched = matcher( seed, null, xml, [] ), + i = seed.length; + + // Match elements unmatched by `matcher` + while ( i-- ) { + if ( ( elem = unmatched[ i ] ) ) { + seed[ i ] = !( matches[ i ] = elem ); + } + } + } ) : + function( elem, _context, xml ) { + input[ 0 ] = elem; + matcher( input, null, xml, results ); + + // Don't keep the element (issue #299) + input[ 0 ] = null; + return !results.pop(); + }; + } ), + + "has": markFunction( function( selector ) { + return function( elem ) { + return Sizzle( selector, elem ).length > 0; + }; + } ), + + "contains": markFunction( function( text ) { + text = text.replace( runescape, funescape ); + return function( elem ) { + return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1; + }; + } ), + + // "Whether an element is represented by a :lang() selector + // is based solely on the element's language value + // being equal to the identifier C, + // or beginning with the identifier C immediately followed by "-". + // The matching of C against the element's language value is performed case-insensitively. + // The identifier C does not have to be a valid language name." + // http://www.w3.org/TR/selectors/#lang-pseudo + "lang": markFunction( function( lang ) { + + // lang value must be a valid identifier + if ( !ridentifier.test( lang || "" ) ) { + Sizzle.error( "unsupported lang: " + lang ); + } + lang = lang.replace( runescape, funescape ).toLowerCase(); + return function( elem ) { + var elemLang; + do { + if ( ( elemLang = documentIsHTML ? + elem.lang : + elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) { + + elemLang = elemLang.toLowerCase(); + return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; + } + } while ( ( elem = elem.parentNode ) && elem.nodeType === 1 ); + return false; + }; + } ), + + // Miscellaneous + "target": function( elem ) { + var hash = window.location && window.location.hash; + return hash && hash.slice( 1 ) === elem.id; + }, + + "root": function( elem ) { + return elem === docElem; + }, + + "focus": function( elem ) { + return elem === document.activeElement && + ( !document.hasFocus || document.hasFocus() ) && + !!( elem.type || elem.href || ~elem.tabIndex ); + }, + + // Boolean properties + "enabled": createDisabledPseudo( false ), + "disabled": createDisabledPseudo( true ), + + "checked": function( elem ) { + + // In CSS3, :checked should return both checked and selected elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + var nodeName = elem.nodeName.toLowerCase(); + return ( nodeName === "input" && !!elem.checked ) || + ( nodeName === "option" && !!elem.selected ); + }, + + "selected": function( elem ) { + + // Accessing this property makes selected-by-default + // options in Safari work properly + if ( elem.parentNode ) { + // eslint-disable-next-line no-unused-expressions + elem.parentNode.selectedIndex; + } + + return elem.selected === true; + }, + + // Contents + "empty": function( elem ) { + + // http://www.w3.org/TR/selectors/#empty-pseudo + // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), + // but not by others (comment: 8; processing instruction: 7; etc.) + // nodeType < 6 works because attributes (2) do not appear as children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + if ( elem.nodeType < 6 ) { + return false; + } + } + return true; + }, + + "parent": function( elem ) { + return !Expr.pseudos[ "empty" ]( elem ); + }, + + // Element/input types + "header": function( elem ) { + return rheader.test( elem.nodeName ); + }, + + "input": function( elem ) { + return rinputs.test( elem.nodeName ); + }, + + "button": function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === "button" || name === "button"; + }, + + "text": function( elem ) { + var attr; + return elem.nodeName.toLowerCase() === "input" && + elem.type === "text" && + + // Support: IE<8 + // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" + ( ( attr = elem.getAttribute( "type" ) ) == null || + attr.toLowerCase() === "text" ); + }, + + // Position-in-collection + "first": createPositionalPseudo( function() { + return [ 0 ]; + } ), + + "last": createPositionalPseudo( function( _matchIndexes, length ) { + return [ length - 1 ]; + } ), + + "eq": createPositionalPseudo( function( _matchIndexes, length, argument ) { + return [ argument < 0 ? argument + length : argument ]; + } ), + + "even": createPositionalPseudo( function( matchIndexes, length ) { + var i = 0; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "odd": createPositionalPseudo( function( matchIndexes, length ) { + var i = 1; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "lt": createPositionalPseudo( function( matchIndexes, length, argument ) { + var i = argument < 0 ? + argument + length : + argument > length ? + length : + argument; + for ( ; --i >= 0; ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "gt": createPositionalPseudo( function( matchIndexes, length, argument ) { + var i = argument < 0 ? argument + length : argument; + for ( ; ++i < length; ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ) + } +}; + +Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ]; + +// Add button/input type pseudos +for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { + Expr.pseudos[ i ] = createInputPseudo( i ); +} +for ( i in { submit: true, reset: true } ) { + Expr.pseudos[ i ] = createButtonPseudo( i ); +} + +// Easy API for creating new setFilters +function setFilters() {} +setFilters.prototype = Expr.filters = Expr.pseudos; +Expr.setFilters = new setFilters(); + +tokenize = Sizzle.tokenize = function( selector, parseOnly ) { + var matched, match, tokens, type, + soFar, groups, preFilters, + cached = tokenCache[ selector + " " ]; + + if ( cached ) { + return parseOnly ? 0 : cached.slice( 0 ); + } + + soFar = selector; + groups = []; + preFilters = Expr.preFilter; + + while ( soFar ) { + + // Comma and first run + if ( !matched || ( match = rcomma.exec( soFar ) ) ) { + if ( match ) { + + // Don't consume trailing commas as valid + soFar = soFar.slice( match[ 0 ].length ) || soFar; + } + groups.push( ( tokens = [] ) ); + } + + matched = false; + + // Combinators + if ( ( match = rcombinators.exec( soFar ) ) ) { + matched = match.shift(); + tokens.push( { + value: matched, + + // Cast descendant combinators to space + type: match[ 0 ].replace( rtrim, " " ) + } ); + soFar = soFar.slice( matched.length ); + } + + // Filters + for ( type in Expr.filter ) { + if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] || + ( match = preFilters[ type ]( match ) ) ) ) { + matched = match.shift(); + tokens.push( { + value: matched, + type: type, + matches: match + } ); + soFar = soFar.slice( matched.length ); + } + } + + if ( !matched ) { + break; + } + } + + // Return the length of the invalid excess + // if we're just parsing + // Otherwise, throw an error or return tokens + return parseOnly ? + soFar.length : + soFar ? + Sizzle.error( selector ) : + + // Cache the tokens + tokenCache( selector, groups ).slice( 0 ); +}; + +function toSelector( tokens ) { + var i = 0, + len = tokens.length, + selector = ""; + for ( ; i < len; i++ ) { + selector += tokens[ i ].value; + } + return selector; +} + +function addCombinator( matcher, combinator, base ) { + var dir = combinator.dir, + skip = combinator.next, + key = skip || dir, + checkNonElements = base && key === "parentNode", + doneName = done++; + + return combinator.first ? + + // Check against closest ancestor/preceding element + function( elem, context, xml ) { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + return matcher( elem, context, xml ); + } + } + return false; + } : + + // Check against all ancestor/preceding elements + function( elem, context, xml ) { + var oldCache, uniqueCache, outerCache, + newCache = [ dirruns, doneName ]; + + // We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching + if ( xml ) { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + if ( matcher( elem, context, xml ) ) { + return true; + } + } + } + } else { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + outerCache = elem[ expando ] || ( elem[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ elem.uniqueID ] || + ( outerCache[ elem.uniqueID ] = {} ); + + if ( skip && skip === elem.nodeName.toLowerCase() ) { + elem = elem[ dir ] || elem; + } else if ( ( oldCache = uniqueCache[ key ] ) && + oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { + + // Assign to newCache so results back-propagate to previous elements + return ( newCache[ 2 ] = oldCache[ 2 ] ); + } else { + + // Reuse newcache so results back-propagate to previous elements + uniqueCache[ key ] = newCache; + + // A match means we're done; a fail means we have to keep checking + if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) { + return true; + } + } + } + } + } + return false; + }; +} + +function elementMatcher( matchers ) { + return matchers.length > 1 ? + function( elem, context, xml ) { + var i = matchers.length; + while ( i-- ) { + if ( !matchers[ i ]( elem, context, xml ) ) { + return false; + } + } + return true; + } : + matchers[ 0 ]; +} + +function multipleContexts( selector, contexts, results ) { + var i = 0, + len = contexts.length; + for ( ; i < len; i++ ) { + Sizzle( selector, contexts[ i ], results ); + } + return results; +} + +function condense( unmatched, map, filter, context, xml ) { + var elem, + newUnmatched = [], + i = 0, + len = unmatched.length, + mapped = map != null; + + for ( ; i < len; i++ ) { + if ( ( elem = unmatched[ i ] ) ) { + if ( !filter || filter( elem, context, xml ) ) { + newUnmatched.push( elem ); + if ( mapped ) { + map.push( i ); + } + } + } + } + + return newUnmatched; +} + +function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { + if ( postFilter && !postFilter[ expando ] ) { + postFilter = setMatcher( postFilter ); + } + if ( postFinder && !postFinder[ expando ] ) { + postFinder = setMatcher( postFinder, postSelector ); + } + return markFunction( function( seed, results, context, xml ) { + var temp, i, elem, + preMap = [], + postMap = [], + preexisting = results.length, + + // Get initial elements from seed or context + elems = seed || multipleContexts( + selector || "*", + context.nodeType ? [ context ] : context, + [] + ), + + // Prefilter to get matcher input, preserving a map for seed-results synchronization + matcherIn = preFilter && ( seed || !selector ) ? + condense( elems, preMap, preFilter, context, xml ) : + elems, + + matcherOut = matcher ? + + // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, + postFinder || ( seed ? preFilter : preexisting || postFilter ) ? + + // ...intermediate processing is necessary + [] : + + // ...otherwise use results directly + results : + matcherIn; + + // Find primary matches + if ( matcher ) { + matcher( matcherIn, matcherOut, context, xml ); + } + + // Apply postFilter + if ( postFilter ) { + temp = condense( matcherOut, postMap ); + postFilter( temp, [], context, xml ); + + // Un-match failing elements by moving them back to matcherIn + i = temp.length; + while ( i-- ) { + if ( ( elem = temp[ i ] ) ) { + matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem ); + } + } + } + + if ( seed ) { + if ( postFinder || preFilter ) { + if ( postFinder ) { + + // Get the final matcherOut by condensing this intermediate into postFinder contexts + temp = []; + i = matcherOut.length; + while ( i-- ) { + if ( ( elem = matcherOut[ i ] ) ) { + + // Restore matcherIn since elem is not yet a final match + temp.push( ( matcherIn[ i ] = elem ) ); + } + } + postFinder( null, ( matcherOut = [] ), temp, xml ); + } + + // Move matched elements from seed to results to keep them synchronized + i = matcherOut.length; + while ( i-- ) { + if ( ( elem = matcherOut[ i ] ) && + ( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) { + + seed[ temp ] = !( results[ temp ] = elem ); + } + } + } + + // Add elements to results, through postFinder if defined + } else { + matcherOut = condense( + matcherOut === results ? + matcherOut.splice( preexisting, matcherOut.length ) : + matcherOut + ); + if ( postFinder ) { + postFinder( null, results, matcherOut, xml ); + } else { + push.apply( results, matcherOut ); + } + } + } ); +} + +function matcherFromTokens( tokens ) { + var checkContext, matcher, j, + len = tokens.length, + leadingRelative = Expr.relative[ tokens[ 0 ].type ], + implicitRelative = leadingRelative || Expr.relative[ " " ], + i = leadingRelative ? 1 : 0, + + // The foundational matcher ensures that elements are reachable from top-level context(s) + matchContext = addCombinator( function( elem ) { + return elem === checkContext; + }, implicitRelative, true ), + matchAnyContext = addCombinator( function( elem ) { + return indexOf( checkContext, elem ) > -1; + }, implicitRelative, true ), + matchers = [ function( elem, context, xml ) { + var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( + ( checkContext = context ).nodeType ? + matchContext( elem, context, xml ) : + matchAnyContext( elem, context, xml ) ); + + // Avoid hanging onto element (issue #299) + checkContext = null; + return ret; + } ]; + + for ( ; i < len; i++ ) { + if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) { + matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ]; + } else { + matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches ); + + // Return special upon seeing a positional matcher + if ( matcher[ expando ] ) { + + // Find the next relative operator (if any) for proper handling + j = ++i; + for ( ; j < len; j++ ) { + if ( Expr.relative[ tokens[ j ].type ] ) { + break; + } + } + return setMatcher( + i > 1 && elementMatcher( matchers ), + i > 1 && toSelector( + + // If the preceding token was a descendant combinator, insert an implicit any-element `*` + tokens + .slice( 0, i - 1 ) + .concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } ) + ).replace( rtrim, "$1" ), + matcher, + i < j && matcherFromTokens( tokens.slice( i, j ) ), + j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ), + j < len && toSelector( tokens ) + ); + } + matchers.push( matcher ); + } + } + + return elementMatcher( matchers ); +} + +function matcherFromGroupMatchers( elementMatchers, setMatchers ) { + var bySet = setMatchers.length > 0, + byElement = elementMatchers.length > 0, + superMatcher = function( seed, context, xml, results, outermost ) { + var elem, j, matcher, + matchedCount = 0, + i = "0", + unmatched = seed && [], + setMatched = [], + contextBackup = outermostContext, + + // We must always have either seed elements or outermost context + elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ), + + // Use integer dirruns iff this is the outermost matcher + dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ), + len = elems.length; + + if ( outermost ) { + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + outermostContext = context == document || context || outermost; + } + + // Add elements passing elementMatchers directly to results + // Support: IE<9, Safari + // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id + for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) { + if ( byElement && elem ) { + j = 0; + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( !context && elem.ownerDocument != document ) { + setDocument( elem ); + xml = !documentIsHTML; + } + while ( ( matcher = elementMatchers[ j++ ] ) ) { + if ( matcher( elem, context || document, xml ) ) { + results.push( elem ); + break; + } + } + if ( outermost ) { + dirruns = dirrunsUnique; + } + } + + // Track unmatched elements for set filters + if ( bySet ) { + + // They will have gone through all possible matchers + if ( ( elem = !matcher && elem ) ) { + matchedCount--; + } + + // Lengthen the array for every element, matched or not + if ( seed ) { + unmatched.push( elem ); + } + } + } + + // `i` is now the count of elements visited above, and adding it to `matchedCount` + // makes the latter nonnegative. + matchedCount += i; + + // Apply set filters to unmatched elements + // NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount` + // equals `i`), unless we didn't visit _any_ elements in the above loop because we have + // no element matchers and no seed. + // Incrementing an initially-string "0" `i` allows `i` to remain a string only in that + // case, which will result in a "00" `matchedCount` that differs from `i` but is also + // numerically zero. + if ( bySet && i !== matchedCount ) { + j = 0; + while ( ( matcher = setMatchers[ j++ ] ) ) { + matcher( unmatched, setMatched, context, xml ); + } + + if ( seed ) { + + // Reintegrate element matches to eliminate the need for sorting + if ( matchedCount > 0 ) { + while ( i-- ) { + if ( !( unmatched[ i ] || setMatched[ i ] ) ) { + setMatched[ i ] = pop.call( results ); + } + } + } + + // Discard index placeholder values to get only actual matches + setMatched = condense( setMatched ); + } + + // Add matches to results + push.apply( results, setMatched ); + + // Seedless set matches succeeding multiple successful matchers stipulate sorting + if ( outermost && !seed && setMatched.length > 0 && + ( matchedCount + setMatchers.length ) > 1 ) { + + Sizzle.uniqueSort( results ); + } + } + + // Override manipulation of globals by nested matchers + if ( outermost ) { + dirruns = dirrunsUnique; + outermostContext = contextBackup; + } + + return unmatched; + }; + + return bySet ? + markFunction( superMatcher ) : + superMatcher; +} + +compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { + var i, + setMatchers = [], + elementMatchers = [], + cached = compilerCache[ selector + " " ]; + + if ( !cached ) { + + // Generate a function of recursive functions that can be used to check each element + if ( !match ) { + match = tokenize( selector ); + } + i = match.length; + while ( i-- ) { + cached = matcherFromTokens( match[ i ] ); + if ( cached[ expando ] ) { + setMatchers.push( cached ); + } else { + elementMatchers.push( cached ); + } + } + + // Cache the compiled function + cached = compilerCache( + selector, + matcherFromGroupMatchers( elementMatchers, setMatchers ) + ); + + // Save selector and tokenization + cached.selector = selector; + } + return cached; +}; + +/** + * A low-level selection function that works with Sizzle's compiled + * selector functions + * @param {String|Function} selector A selector or a pre-compiled + * selector function built with Sizzle.compile + * @param {Element} context + * @param {Array} [results] + * @param {Array} [seed] A set of elements to match against + */ +select = Sizzle.select = function( selector, context, results, seed ) { + var i, tokens, token, type, find, + compiled = typeof selector === "function" && selector, + match = !seed && tokenize( ( selector = compiled.selector || selector ) ); + + results = results || []; + + // Try to minimize operations if there is only one selector in the list and no seed + // (the latter of which guarantees us context) + if ( match.length === 1 ) { + + // Reduce context if the leading compound selector is an ID + tokens = match[ 0 ] = match[ 0 ].slice( 0 ); + if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" && + context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) { + + context = ( Expr.find[ "ID" ]( token.matches[ 0 ] + .replace( runescape, funescape ), context ) || [] )[ 0 ]; + if ( !context ) { + return results; + + // Precompiled matchers will still verify ancestry, so step up a level + } else if ( compiled ) { + context = context.parentNode; + } + + selector = selector.slice( tokens.shift().value.length ); + } + + // Fetch a seed set for right-to-left matching + i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length; + while ( i-- ) { + token = tokens[ i ]; + + // Abort if we hit a combinator + if ( Expr.relative[ ( type = token.type ) ] ) { + break; + } + if ( ( find = Expr.find[ type ] ) ) { + + // Search, expanding context for leading sibling combinators + if ( ( seed = find( + token.matches[ 0 ].replace( runescape, funescape ), + rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) || + context + ) ) ) { + + // If seed is empty or no tokens remain, we can return early + tokens.splice( i, 1 ); + selector = seed.length && toSelector( tokens ); + if ( !selector ) { + push.apply( results, seed ); + return results; + } + + break; + } + } + } + } + + // Compile and execute a filtering function if one is not provided + // Provide `match` to avoid retokenization if we modified the selector above + ( compiled || compile( selector, match ) )( + seed, + context, + !documentIsHTML, + results, + !context || rsibling.test( selector ) && testContext( context.parentNode ) || context + ); + return results; +}; + +// One-time assignments + +// Sort stability +support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando; + +// Support: Chrome 14-35+ +// Always assume duplicates if they aren't passed to the comparison function +support.detectDuplicates = !!hasDuplicate; + +// Initialize against the default document +setDocument(); + +// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) +// Detached nodes confoundingly follow *each other* +support.sortDetached = assert( function( el ) { + + // Should return 1, but returns 4 (following) + return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1; +} ); + +// Support: IE<8 +// Prevent attribute/property "interpolation" +// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx +if ( !assert( function( el ) { + el.innerHTML = ""; + return el.firstChild.getAttribute( "href" ) === "#"; +} ) ) { + addHandle( "type|href|height|width", function( elem, name, isXML ) { + if ( !isXML ) { + return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); + } + } ); +} + +// Support: IE<9 +// Use defaultValue in place of getAttribute("value") +if ( !support.attributes || !assert( function( el ) { + el.innerHTML = ""; + el.firstChild.setAttribute( "value", "" ); + return el.firstChild.getAttribute( "value" ) === ""; +} ) ) { + addHandle( "value", function( elem, _name, isXML ) { + if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { + return elem.defaultValue; + } + } ); +} + +// Support: IE<9 +// Use getAttributeNode to fetch booleans when getAttribute lies +if ( !assert( function( el ) { + return el.getAttribute( "disabled" ) == null; +} ) ) { + addHandle( booleans, function( elem, name, isXML ) { + var val; + if ( !isXML ) { + return elem[ name ] === true ? name.toLowerCase() : + ( val = elem.getAttributeNode( name ) ) && val.specified ? + val.value : + null; + } + } ); +} + +return Sizzle; + +} )( window ); + + + +jQuery.find = Sizzle; +jQuery.expr = Sizzle.selectors; + +// Deprecated +jQuery.expr[ ":" ] = jQuery.expr.pseudos; +jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort; +jQuery.text = Sizzle.getText; +jQuery.isXMLDoc = Sizzle.isXML; +jQuery.contains = Sizzle.contains; +jQuery.escapeSelector = Sizzle.escape; + + + + +var dir = function( elem, dir, until ) { + var matched = [], + truncate = until !== undefined; + + while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) { + if ( elem.nodeType === 1 ) { + if ( truncate && jQuery( elem ).is( until ) ) { + break; + } + matched.push( elem ); + } + } + return matched; +}; + + +var siblings = function( n, elem ) { + var matched = []; + + for ( ; n; n = n.nextSibling ) { + if ( n.nodeType === 1 && n !== elem ) { + matched.push( n ); + } + } + + return matched; +}; + + +var rneedsContext = jQuery.expr.match.needsContext; + + + +function nodeName( elem, name ) { + + return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); + +} +var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i ); + + + +// Implement the identical functionality for filter and not +function winnow( elements, qualifier, not ) { + if ( isFunction( qualifier ) ) { + return jQuery.grep( elements, function( elem, i ) { + return !!qualifier.call( elem, i, elem ) !== not; + } ); + } + + // Single element + if ( qualifier.nodeType ) { + return jQuery.grep( elements, function( elem ) { + return ( elem === qualifier ) !== not; + } ); + } + + // Arraylike of elements (jQuery, arguments, Array) + if ( typeof qualifier !== "string" ) { + return jQuery.grep( elements, function( elem ) { + return ( indexOf.call( qualifier, elem ) > -1 ) !== not; + } ); + } + + // Filtered directly for both simple and complex selectors + return jQuery.filter( qualifier, elements, not ); +} + +jQuery.filter = function( expr, elems, not ) { + var elem = elems[ 0 ]; + + if ( not ) { + expr = ":not(" + expr + ")"; + } + + if ( elems.length === 1 && elem.nodeType === 1 ) { + return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : []; + } + + return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { + return elem.nodeType === 1; + } ) ); +}; + +jQuery.fn.extend( { + find: function( selector ) { + var i, ret, + len = this.length, + self = this; + + if ( typeof selector !== "string" ) { + return this.pushStack( jQuery( selector ).filter( function() { + for ( i = 0; i < len; i++ ) { + if ( jQuery.contains( self[ i ], this ) ) { + return true; + } + } + } ) ); + } + + ret = this.pushStack( [] ); + + for ( i = 0; i < len; i++ ) { + jQuery.find( selector, self[ i ], ret ); + } + + return len > 1 ? jQuery.uniqueSort( ret ) : ret; + }, + filter: function( selector ) { + return this.pushStack( winnow( this, selector || [], false ) ); + }, + not: function( selector ) { + return this.pushStack( winnow( this, selector || [], true ) ); + }, + is: function( selector ) { + return !!winnow( + this, + + // If this is a positional/relative selector, check membership in the returned set + // so $("p:first").is("p:last") won't return true for a doc with two "p". + typeof selector === "string" && rneedsContext.test( selector ) ? + jQuery( selector ) : + selector || [], + false + ).length; + } +} ); + + +// Initialize a jQuery object + + +// A central reference to the root jQuery(document) +var rootjQuery, + + // A simple way to check for HTML strings + // Prioritize #id over to avoid XSS via location.hash (#9521) + // Strict HTML recognition (#11290: must start with <) + // Shortcut simple #id case for speed + rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/, + + init = jQuery.fn.init = function( selector, context, root ) { + var match, elem; + + // HANDLE: $(""), $(null), $(undefined), $(false) + if ( !selector ) { + return this; + } + + // Method init() accepts an alternate rootjQuery + // so migrate can support jQuery.sub (gh-2101) + root = root || rootjQuery; + + // Handle HTML strings + if ( typeof selector === "string" ) { + if ( selector[ 0 ] === "<" && + selector[ selector.length - 1 ] === ">" && + selector.length >= 3 ) { + + // Assume that strings that start and end with <> are HTML and skip the regex check + match = [ null, selector, null ]; + + } else { + match = rquickExpr.exec( selector ); + } + + // Match html or make sure no context is specified for #id + if ( match && ( match[ 1 ] || !context ) ) { + + // HANDLE: $(html) -> $(array) + if ( match[ 1 ] ) { + context = context instanceof jQuery ? context[ 0 ] : context; + + // Option to run scripts is true for back-compat + // Intentionally let the error be thrown if parseHTML is not present + jQuery.merge( this, jQuery.parseHTML( + match[ 1 ], + context && context.nodeType ? context.ownerDocument || context : document, + true + ) ); + + // HANDLE: $(html, props) + if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) { + for ( match in context ) { + + // Properties of context are called as methods if possible + if ( isFunction( this[ match ] ) ) { + this[ match ]( context[ match ] ); + + // ...and otherwise set as attributes + } else { + this.attr( match, context[ match ] ); + } + } + } + + return this; + + // HANDLE: $(#id) + } else { + elem = document.getElementById( match[ 2 ] ); + + if ( elem ) { + + // Inject the element directly into the jQuery object + this[ 0 ] = elem; + this.length = 1; + } + return this; + } + + // HANDLE: $(expr, $(...)) + } else if ( !context || context.jquery ) { + return ( context || root ).find( selector ); + + // HANDLE: $(expr, context) + // (which is just equivalent to: $(context).find(expr) + } else { + return this.constructor( context ).find( selector ); + } + + // HANDLE: $(DOMElement) + } else if ( selector.nodeType ) { + this[ 0 ] = selector; + this.length = 1; + return this; + + // HANDLE: $(function) + // Shortcut for document ready + } else if ( isFunction( selector ) ) { + return root.ready !== undefined ? + root.ready( selector ) : + + // Execute immediately if ready is not present + selector( jQuery ); + } + + return jQuery.makeArray( selector, this ); + }; + +// Give the init function the jQuery prototype for later instantiation +init.prototype = jQuery.fn; + +// Initialize central reference +rootjQuery = jQuery( document ); + + +var rparentsprev = /^(?:parents|prev(?:Until|All))/, + + // Methods guaranteed to produce a unique set when starting from a unique set + guaranteedUnique = { + children: true, + contents: true, + next: true, + prev: true + }; + +jQuery.fn.extend( { + has: function( target ) { + var targets = jQuery( target, this ), + l = targets.length; + + return this.filter( function() { + var i = 0; + for ( ; i < l; i++ ) { + if ( jQuery.contains( this, targets[ i ] ) ) { + return true; + } + } + } ); + }, + + closest: function( selectors, context ) { + var cur, + i = 0, + l = this.length, + matched = [], + targets = typeof selectors !== "string" && jQuery( selectors ); + + // Positional selectors never match, since there's no _selection_ context + if ( !rneedsContext.test( selectors ) ) { + for ( ; i < l; i++ ) { + for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) { + + // Always skip document fragments + if ( cur.nodeType < 11 && ( targets ? + targets.index( cur ) > -1 : + + // Don't pass non-elements to Sizzle + cur.nodeType === 1 && + jQuery.find.matchesSelector( cur, selectors ) ) ) { + + matched.push( cur ); + break; + } + } + } + } + + return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched ); + }, + + // Determine the position of an element within the set + index: function( elem ) { + + // No argument, return index in parent + if ( !elem ) { + return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1; + } + + // Index in selector + if ( typeof elem === "string" ) { + return indexOf.call( jQuery( elem ), this[ 0 ] ); + } + + // Locate the position of the desired element + return indexOf.call( this, + + // If it receives a jQuery object, the first element is used + elem.jquery ? elem[ 0 ] : elem + ); + }, + + add: function( selector, context ) { + return this.pushStack( + jQuery.uniqueSort( + jQuery.merge( this.get(), jQuery( selector, context ) ) + ) + ); + }, + + addBack: function( selector ) { + return this.add( selector == null ? + this.prevObject : this.prevObject.filter( selector ) + ); + } +} ); + +function sibling( cur, dir ) { + while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {} + return cur; +} + +jQuery.each( { + parent: function( elem ) { + var parent = elem.parentNode; + return parent && parent.nodeType !== 11 ? parent : null; + }, + parents: function( elem ) { + return dir( elem, "parentNode" ); + }, + parentsUntil: function( elem, _i, until ) { + return dir( elem, "parentNode", until ); + }, + next: function( elem ) { + return sibling( elem, "nextSibling" ); + }, + prev: function( elem ) { + return sibling( elem, "previousSibling" ); + }, + nextAll: function( elem ) { + return dir( elem, "nextSibling" ); + }, + prevAll: function( elem ) { + return dir( elem, "previousSibling" ); + }, + nextUntil: function( elem, _i, until ) { + return dir( elem, "nextSibling", until ); + }, + prevUntil: function( elem, _i, until ) { + return dir( elem, "previousSibling", until ); + }, + siblings: function( elem ) { + return siblings( ( elem.parentNode || {} ).firstChild, elem ); + }, + children: function( elem ) { + return siblings( elem.firstChild ); + }, + contents: function( elem ) { + if ( elem.contentDocument != null && + + // Support: IE 11+ + // elements with no `data` attribute has an object + // `contentDocument` with a `null` prototype. + getProto( elem.contentDocument ) ) { + + return elem.contentDocument; + } + + // Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only + // Treat the template element as a regular one in browsers that + // don't support it. + if ( nodeName( elem, "template" ) ) { + elem = elem.content || elem; + } + + return jQuery.merge( [], elem.childNodes ); + } +}, function( name, fn ) { + jQuery.fn[ name ] = function( until, selector ) { + var matched = jQuery.map( this, fn, until ); + + if ( name.slice( -5 ) !== "Until" ) { + selector = until; + } + + if ( selector && typeof selector === "string" ) { + matched = jQuery.filter( selector, matched ); + } + + if ( this.length > 1 ) { + + // Remove duplicates + if ( !guaranteedUnique[ name ] ) { + jQuery.uniqueSort( matched ); + } + + // Reverse order for parents* and prev-derivatives + if ( rparentsprev.test( name ) ) { + matched.reverse(); + } + } + + return this.pushStack( matched ); + }; +} ); +var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g ); + + + +// Convert String-formatted options into Object-formatted ones +function createOptions( options ) { + var object = {}; + jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) { + object[ flag ] = true; + } ); + return object; +} + +/* + * Create a callback list using the following parameters: + * + * options: an optional list of space-separated options that will change how + * the callback list behaves or a more traditional option object + * + * By default a callback list will act like an event callback list and can be + * "fired" multiple times. + * + * Possible options: + * + * once: will ensure the callback list can only be fired once (like a Deferred) + * + * memory: will keep track of previous values and will call any callback added + * after the list has been fired right away with the latest "memorized" + * values (like a Deferred) + * + * unique: will ensure a callback can only be added once (no duplicate in the list) + * + * stopOnFalse: interrupt callings when a callback returns false + * + */ +jQuery.Callbacks = function( options ) { + + // Convert options from String-formatted to Object-formatted if needed + // (we check in cache first) + options = typeof options === "string" ? + createOptions( options ) : + jQuery.extend( {}, options ); + + var // Flag to know if list is currently firing + firing, + + // Last fire value for non-forgettable lists + memory, + + // Flag to know if list was already fired + fired, + + // Flag to prevent firing + locked, + + // Actual callback list + list = [], + + // Queue of execution data for repeatable lists + queue = [], + + // Index of currently firing callback (modified by add/remove as needed) + firingIndex = -1, + + // Fire callbacks + fire = function() { + + // Enforce single-firing + locked = locked || options.once; + + // Execute callbacks for all pending executions, + // respecting firingIndex overrides and runtime changes + fired = firing = true; + for ( ; queue.length; firingIndex = -1 ) { + memory = queue.shift(); + while ( ++firingIndex < list.length ) { + + // Run callback and check for early termination + if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false && + options.stopOnFalse ) { + + // Jump to end and forget the data so .add doesn't re-fire + firingIndex = list.length; + memory = false; + } + } + } + + // Forget the data if we're done with it + if ( !options.memory ) { + memory = false; + } + + firing = false; + + // Clean up if we're done firing for good + if ( locked ) { + + // Keep an empty list if we have data for future add calls + if ( memory ) { + list = []; + + // Otherwise, this object is spent + } else { + list = ""; + } + } + }, + + // Actual Callbacks object + self = { + + // Add a callback or a collection of callbacks to the list + add: function() { + if ( list ) { + + // If we have memory from a past run, we should fire after adding + if ( memory && !firing ) { + firingIndex = list.length - 1; + queue.push( memory ); + } + + ( function add( args ) { + jQuery.each( args, function( _, arg ) { + if ( isFunction( arg ) ) { + if ( !options.unique || !self.has( arg ) ) { + list.push( arg ); + } + } else if ( arg && arg.length && toType( arg ) !== "string" ) { + + // Inspect recursively + add( arg ); + } + } ); + } )( arguments ); + + if ( memory && !firing ) { + fire(); + } + } + return this; + }, + + // Remove a callback from the list + remove: function() { + jQuery.each( arguments, function( _, arg ) { + var index; + while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { + list.splice( index, 1 ); + + // Handle firing indexes + if ( index <= firingIndex ) { + firingIndex--; + } + } + } ); + return this; + }, + + // Check if a given callback is in the list. + // If no argument is given, return whether or not list has callbacks attached. + has: function( fn ) { + return fn ? + jQuery.inArray( fn, list ) > -1 : + list.length > 0; + }, + + // Remove all callbacks from the list + empty: function() { + if ( list ) { + list = []; + } + return this; + }, + + // Disable .fire and .add + // Abort any current/pending executions + // Clear all callbacks and values + disable: function() { + locked = queue = []; + list = memory = ""; + return this; + }, + disabled: function() { + return !list; + }, + + // Disable .fire + // Also disable .add unless we have memory (since it would have no effect) + // Abort any pending executions + lock: function() { + locked = queue = []; + if ( !memory && !firing ) { + list = memory = ""; + } + return this; + }, + locked: function() { + return !!locked; + }, + + // Call all callbacks with the given context and arguments + fireWith: function( context, args ) { + if ( !locked ) { + args = args || []; + args = [ context, args.slice ? args.slice() : args ]; + queue.push( args ); + if ( !firing ) { + fire(); + } + } + return this; + }, + + // Call all the callbacks with the given arguments + fire: function() { + self.fireWith( this, arguments ); + return this; + }, + + // To know if the callbacks have already been called at least once + fired: function() { + return !!fired; + } + }; + + return self; +}; + + +function Identity( v ) { + return v; +} +function Thrower( ex ) { + throw ex; +} + +function adoptValue( value, resolve, reject, noValue ) { + var method; + + try { + + // Check for promise aspect first to privilege synchronous behavior + if ( value && isFunction( ( method = value.promise ) ) ) { + method.call( value ).done( resolve ).fail( reject ); + + // Other thenables + } else if ( value && isFunction( ( method = value.then ) ) ) { + method.call( value, resolve, reject ); + + // Other non-thenables + } else { + + // Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer: + // * false: [ value ].slice( 0 ) => resolve( value ) + // * true: [ value ].slice( 1 ) => resolve() + resolve.apply( undefined, [ value ].slice( noValue ) ); + } + + // For Promises/A+, convert exceptions into rejections + // Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in + // Deferred#then to conditionally suppress rejection. + } catch ( value ) { + + // Support: Android 4.0 only + // Strict mode functions invoked without .call/.apply get global-object context + reject.apply( undefined, [ value ] ); + } +} + +jQuery.extend( { + + Deferred: function( func ) { + var tuples = [ + + // action, add listener, callbacks, + // ... .then handlers, argument index, [final state] + [ "notify", "progress", jQuery.Callbacks( "memory" ), + jQuery.Callbacks( "memory" ), 2 ], + [ "resolve", "done", jQuery.Callbacks( "once memory" ), + jQuery.Callbacks( "once memory" ), 0, "resolved" ], + [ "reject", "fail", jQuery.Callbacks( "once memory" ), + jQuery.Callbacks( "once memory" ), 1, "rejected" ] + ], + state = "pending", + promise = { + state: function() { + return state; + }, + always: function() { + deferred.done( arguments ).fail( arguments ); + return this; + }, + "catch": function( fn ) { + return promise.then( null, fn ); + }, + + // Keep pipe for back-compat + pipe: function( /* fnDone, fnFail, fnProgress */ ) { + var fns = arguments; + + return jQuery.Deferred( function( newDefer ) { + jQuery.each( tuples, function( _i, tuple ) { + + // Map tuples (progress, done, fail) to arguments (done, fail, progress) + var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ]; + + // deferred.progress(function() { bind to newDefer or newDefer.notify }) + // deferred.done(function() { bind to newDefer or newDefer.resolve }) + // deferred.fail(function() { bind to newDefer or newDefer.reject }) + deferred[ tuple[ 1 ] ]( function() { + var returned = fn && fn.apply( this, arguments ); + if ( returned && isFunction( returned.promise ) ) { + returned.promise() + .progress( newDefer.notify ) + .done( newDefer.resolve ) + .fail( newDefer.reject ); + } else { + newDefer[ tuple[ 0 ] + "With" ]( + this, + fn ? [ returned ] : arguments + ); + } + } ); + } ); + fns = null; + } ).promise(); + }, + then: function( onFulfilled, onRejected, onProgress ) { + var maxDepth = 0; + function resolve( depth, deferred, handler, special ) { + return function() { + var that = this, + args = arguments, + mightThrow = function() { + var returned, then; + + // Support: Promises/A+ section 2.3.3.3.3 + // https://promisesaplus.com/#point-59 + // Ignore double-resolution attempts + if ( depth < maxDepth ) { + return; + } + + returned = handler.apply( that, args ); + + // Support: Promises/A+ section 2.3.1 + // https://promisesaplus.com/#point-48 + if ( returned === deferred.promise() ) { + throw new TypeError( "Thenable self-resolution" ); + } + + // Support: Promises/A+ sections 2.3.3.1, 3.5 + // https://promisesaplus.com/#point-54 + // https://promisesaplus.com/#point-75 + // Retrieve `then` only once + then = returned && + + // Support: Promises/A+ section 2.3.4 + // https://promisesaplus.com/#point-64 + // Only check objects and functions for thenability + ( typeof returned === "object" || + typeof returned === "function" ) && + returned.then; + + // Handle a returned thenable + if ( isFunction( then ) ) { + + // Special processors (notify) just wait for resolution + if ( special ) { + then.call( + returned, + resolve( maxDepth, deferred, Identity, special ), + resolve( maxDepth, deferred, Thrower, special ) + ); + + // Normal processors (resolve) also hook into progress + } else { + + // ...and disregard older resolution values + maxDepth++; + + then.call( + returned, + resolve( maxDepth, deferred, Identity, special ), + resolve( maxDepth, deferred, Thrower, special ), + resolve( maxDepth, deferred, Identity, + deferred.notifyWith ) + ); + } + + // Handle all other returned values + } else { + + // Only substitute handlers pass on context + // and multiple values (non-spec behavior) + if ( handler !== Identity ) { + that = undefined; + args = [ returned ]; + } + + // Process the value(s) + // Default process is resolve + ( special || deferred.resolveWith )( that, args ); + } + }, + + // Only normal processors (resolve) catch and reject exceptions + process = special ? + mightThrow : + function() { + try { + mightThrow(); + } catch ( e ) { + + if ( jQuery.Deferred.exceptionHook ) { + jQuery.Deferred.exceptionHook( e, + process.stackTrace ); + } + + // Support: Promises/A+ section 2.3.3.3.4.1 + // https://promisesaplus.com/#point-61 + // Ignore post-resolution exceptions + if ( depth + 1 >= maxDepth ) { + + // Only substitute handlers pass on context + // and multiple values (non-spec behavior) + if ( handler !== Thrower ) { + that = undefined; + args = [ e ]; + } + + deferred.rejectWith( that, args ); + } + } + }; + + // Support: Promises/A+ section 2.3.3.3.1 + // https://promisesaplus.com/#point-57 + // Re-resolve promises immediately to dodge false rejection from + // subsequent errors + if ( depth ) { + process(); + } else { + + // Call an optional hook to record the stack, in case of exception + // since it's otherwise lost when execution goes async + if ( jQuery.Deferred.getStackHook ) { + process.stackTrace = jQuery.Deferred.getStackHook(); + } + window.setTimeout( process ); + } + }; + } + + return jQuery.Deferred( function( newDefer ) { + + // progress_handlers.add( ... ) + tuples[ 0 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onProgress ) ? + onProgress : + Identity, + newDefer.notifyWith + ) + ); + + // fulfilled_handlers.add( ... ) + tuples[ 1 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onFulfilled ) ? + onFulfilled : + Identity + ) + ); + + // rejected_handlers.add( ... ) + tuples[ 2 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onRejected ) ? + onRejected : + Thrower + ) + ); + } ).promise(); + }, + + // Get a promise for this deferred + // If obj is provided, the promise aspect is added to the object + promise: function( obj ) { + return obj != null ? jQuery.extend( obj, promise ) : promise; + } + }, + deferred = {}; + + // Add list-specific methods + jQuery.each( tuples, function( i, tuple ) { + var list = tuple[ 2 ], + stateString = tuple[ 5 ]; + + // promise.progress = list.add + // promise.done = list.add + // promise.fail = list.add + promise[ tuple[ 1 ] ] = list.add; + + // Handle state + if ( stateString ) { + list.add( + function() { + + // state = "resolved" (i.e., fulfilled) + // state = "rejected" + state = stateString; + }, + + // rejected_callbacks.disable + // fulfilled_callbacks.disable + tuples[ 3 - i ][ 2 ].disable, + + // rejected_handlers.disable + // fulfilled_handlers.disable + tuples[ 3 - i ][ 3 ].disable, + + // progress_callbacks.lock + tuples[ 0 ][ 2 ].lock, + + // progress_handlers.lock + tuples[ 0 ][ 3 ].lock + ); + } + + // progress_handlers.fire + // fulfilled_handlers.fire + // rejected_handlers.fire + list.add( tuple[ 3 ].fire ); + + // deferred.notify = function() { deferred.notifyWith(...) } + // deferred.resolve = function() { deferred.resolveWith(...) } + // deferred.reject = function() { deferred.rejectWith(...) } + deferred[ tuple[ 0 ] ] = function() { + deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments ); + return this; + }; + + // deferred.notifyWith = list.fireWith + // deferred.resolveWith = list.fireWith + // deferred.rejectWith = list.fireWith + deferred[ tuple[ 0 ] + "With" ] = list.fireWith; + } ); + + // Make the deferred a promise + promise.promise( deferred ); + + // Call given func if any + if ( func ) { + func.call( deferred, deferred ); + } + + // All done! + return deferred; + }, + + // Deferred helper + when: function( singleValue ) { + var + + // count of uncompleted subordinates + remaining = arguments.length, + + // count of unprocessed arguments + i = remaining, + + // subordinate fulfillment data + resolveContexts = Array( i ), + resolveValues = slice.call( arguments ), + + // the primary Deferred + primary = jQuery.Deferred(), + + // subordinate callback factory + updateFunc = function( i ) { + return function( value ) { + resolveContexts[ i ] = this; + resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; + if ( !( --remaining ) ) { + primary.resolveWith( resolveContexts, resolveValues ); + } + }; + }; + + // Single- and empty arguments are adopted like Promise.resolve + if ( remaining <= 1 ) { + adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject, + !remaining ); + + // Use .then() to unwrap secondary thenables (cf. gh-3000) + if ( primary.state() === "pending" || + isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) { + + return primary.then(); + } + } + + // Multiple arguments are aggregated like Promise.all array elements + while ( i-- ) { + adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject ); + } + + return primary.promise(); + } +} ); + + +// These usually indicate a programmer mistake during development, +// warn about them ASAP rather than swallowing them by default. +var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/; + +jQuery.Deferred.exceptionHook = function( error, stack ) { + + // Support: IE 8 - 9 only + // Console exists when dev tools are open, which can happen at any time + if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) { + window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack ); + } +}; + + + + +jQuery.readyException = function( error ) { + window.setTimeout( function() { + throw error; + } ); +}; + + + + +// The deferred used on DOM ready +var readyList = jQuery.Deferred(); + +jQuery.fn.ready = function( fn ) { + + readyList + .then( fn ) + + // Wrap jQuery.readyException in a function so that the lookup + // happens at the time of error handling instead of callback + // registration. + .catch( function( error ) { + jQuery.readyException( error ); + } ); + + return this; +}; + +jQuery.extend( { + + // Is the DOM ready to be used? Set to true once it occurs. + isReady: false, + + // A counter to track how many items to wait for before + // the ready event fires. See #6781 + readyWait: 1, + + // Handle when the DOM is ready + ready: function( wait ) { + + // Abort if there are pending holds or we're already ready + if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { + return; + } + + // Remember that the DOM is ready + jQuery.isReady = true; + + // If a normal DOM Ready event fired, decrement, and wait if need be + if ( wait !== true && --jQuery.readyWait > 0 ) { + return; + } + + // If there are functions bound, to execute + readyList.resolveWith( document, [ jQuery ] ); + } +} ); + +jQuery.ready.then = readyList.then; + +// The ready event handler and self cleanup method +function completed() { + document.removeEventListener( "DOMContentLoaded", completed ); + window.removeEventListener( "load", completed ); + jQuery.ready(); +} + +// Catch cases where $(document).ready() is called +// after the browser event has already occurred. +// Support: IE <=9 - 10 only +// Older IE sometimes signals "interactive" too soon +if ( document.readyState === "complete" || + ( document.readyState !== "loading" && !document.documentElement.doScroll ) ) { + + // Handle it asynchronously to allow scripts the opportunity to delay ready + window.setTimeout( jQuery.ready ); + +} else { + + // Use the handy event callback + document.addEventListener( "DOMContentLoaded", completed ); + + // A fallback to window.onload, that will always work + window.addEventListener( "load", completed ); +} + + + + +// Multifunctional method to get and set values of a collection +// The value/s can optionally be executed if it's a function +var access = function( elems, fn, key, value, chainable, emptyGet, raw ) { + var i = 0, + len = elems.length, + bulk = key == null; + + // Sets many values + if ( toType( key ) === "object" ) { + chainable = true; + for ( i in key ) { + access( elems, fn, i, key[ i ], true, emptyGet, raw ); + } + + // Sets one value + } else if ( value !== undefined ) { + chainable = true; + + if ( !isFunction( value ) ) { + raw = true; + } + + if ( bulk ) { + + // Bulk operations run against the entire set + if ( raw ) { + fn.call( elems, value ); + fn = null; + + // ...except when executing function values + } else { + bulk = fn; + fn = function( elem, _key, value ) { + return bulk.call( jQuery( elem ), value ); + }; + } + } + + if ( fn ) { + for ( ; i < len; i++ ) { + fn( + elems[ i ], key, raw ? + value : + value.call( elems[ i ], i, fn( elems[ i ], key ) ) + ); + } + } + } + + if ( chainable ) { + return elems; + } + + // Gets + if ( bulk ) { + return fn.call( elems ); + } + + return len ? fn( elems[ 0 ], key ) : emptyGet; +}; + + +// Matches dashed string for camelizing +var rmsPrefix = /^-ms-/, + rdashAlpha = /-([a-z])/g; + +// Used by camelCase as callback to replace() +function fcamelCase( _all, letter ) { + return letter.toUpperCase(); +} + +// Convert dashed to camelCase; used by the css and data modules +// Support: IE <=9 - 11, Edge 12 - 15 +// Microsoft forgot to hump their vendor prefix (#9572) +function camelCase( string ) { + return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); +} +var acceptData = function( owner ) { + + // Accepts only: + // - Node + // - Node.ELEMENT_NODE + // - Node.DOCUMENT_NODE + // - Object + // - Any + return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType ); +}; + + + + +function Data() { + this.expando = jQuery.expando + Data.uid++; +} + +Data.uid = 1; + +Data.prototype = { + + cache: function( owner ) { + + // Check if the owner object already has a cache + var value = owner[ this.expando ]; + + // If not, create one + if ( !value ) { + value = {}; + + // We can accept data for non-element nodes in modern browsers, + // but we should not, see #8335. + // Always return an empty object. + if ( acceptData( owner ) ) { + + // If it is a node unlikely to be stringify-ed or looped over + // use plain assignment + if ( owner.nodeType ) { + owner[ this.expando ] = value; + + // Otherwise secure it in a non-enumerable property + // configurable must be true to allow the property to be + // deleted when data is removed + } else { + Object.defineProperty( owner, this.expando, { + value: value, + configurable: true + } ); + } + } + } + + return value; + }, + set: function( owner, data, value ) { + var prop, + cache = this.cache( owner ); + + // Handle: [ owner, key, value ] args + // Always use camelCase key (gh-2257) + if ( typeof data === "string" ) { + cache[ camelCase( data ) ] = value; + + // Handle: [ owner, { properties } ] args + } else { + + // Copy the properties one-by-one to the cache object + for ( prop in data ) { + cache[ camelCase( prop ) ] = data[ prop ]; + } + } + return cache; + }, + get: function( owner, key ) { + return key === undefined ? + this.cache( owner ) : + + // Always use camelCase key (gh-2257) + owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ]; + }, + access: function( owner, key, value ) { + + // In cases where either: + // + // 1. No key was specified + // 2. A string key was specified, but no value provided + // + // Take the "read" path and allow the get method to determine + // which value to return, respectively either: + // + // 1. The entire cache object + // 2. The data stored at the key + // + if ( key === undefined || + ( ( key && typeof key === "string" ) && value === undefined ) ) { + + return this.get( owner, key ); + } + + // When the key is not a string, or both a key and value + // are specified, set or extend (existing objects) with either: + // + // 1. An object of properties + // 2. A key and value + // + this.set( owner, key, value ); + + // Since the "set" path can have two possible entry points + // return the expected data based on which path was taken[*] + return value !== undefined ? value : key; + }, + remove: function( owner, key ) { + var i, + cache = owner[ this.expando ]; + + if ( cache === undefined ) { + return; + } + + if ( key !== undefined ) { + + // Support array or space separated string of keys + if ( Array.isArray( key ) ) { + + // If key is an array of keys... + // We always set camelCase keys, so remove that. + key = key.map( camelCase ); + } else { + key = camelCase( key ); + + // If a key with the spaces exists, use it. + // Otherwise, create an array by matching non-whitespace + key = key in cache ? + [ key ] : + ( key.match( rnothtmlwhite ) || [] ); + } + + i = key.length; + + while ( i-- ) { + delete cache[ key[ i ] ]; + } + } + + // Remove the expando if there's no more data + if ( key === undefined || jQuery.isEmptyObject( cache ) ) { + + // Support: Chrome <=35 - 45 + // Webkit & Blink performance suffers when deleting properties + // from DOM nodes, so set to undefined instead + // https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted) + if ( owner.nodeType ) { + owner[ this.expando ] = undefined; + } else { + delete owner[ this.expando ]; + } + } + }, + hasData: function( owner ) { + var cache = owner[ this.expando ]; + return cache !== undefined && !jQuery.isEmptyObject( cache ); + } +}; +var dataPriv = new Data(); + +var dataUser = new Data(); + + + +// Implementation Summary +// +// 1. Enforce API surface and semantic compatibility with 1.9.x branch +// 2. Improve the module's maintainability by reducing the storage +// paths to a single mechanism. +// 3. Use the same single mechanism to support "private" and "user" data. +// 4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData) +// 5. Avoid exposing implementation details on user objects (eg. expando properties) +// 6. Provide a clear path for implementation upgrade to WeakMap in 2014 + +var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, + rmultiDash = /[A-Z]/g; + +function getData( data ) { + if ( data === "true" ) { + return true; + } + + if ( data === "false" ) { + return false; + } + + if ( data === "null" ) { + return null; + } + + // Only convert to a number if it doesn't change the string + if ( data === +data + "" ) { + return +data; + } + + if ( rbrace.test( data ) ) { + return JSON.parse( data ); + } + + return data; +} + +function dataAttr( elem, key, data ) { + var name; + + // If nothing was found internally, try to fetch any + // data from the HTML5 data-* attribute + if ( data === undefined && elem.nodeType === 1 ) { + name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase(); + data = elem.getAttribute( name ); + + if ( typeof data === "string" ) { + try { + data = getData( data ); + } catch ( e ) {} + + // Make sure we set the data so it isn't changed later + dataUser.set( elem, key, data ); + } else { + data = undefined; + } + } + return data; +} + +jQuery.extend( { + hasData: function( elem ) { + return dataUser.hasData( elem ) || dataPriv.hasData( elem ); + }, + + data: function( elem, name, data ) { + return dataUser.access( elem, name, data ); + }, + + removeData: function( elem, name ) { + dataUser.remove( elem, name ); + }, + + // TODO: Now that all calls to _data and _removeData have been replaced + // with direct calls to dataPriv methods, these can be deprecated. + _data: function( elem, name, data ) { + return dataPriv.access( elem, name, data ); + }, + + _removeData: function( elem, name ) { + dataPriv.remove( elem, name ); + } +} ); + +jQuery.fn.extend( { + data: function( key, value ) { + var i, name, data, + elem = this[ 0 ], + attrs = elem && elem.attributes; + + // Gets all values + if ( key === undefined ) { + if ( this.length ) { + data = dataUser.get( elem ); + + if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) { + i = attrs.length; + while ( i-- ) { + + // Support: IE 11 only + // The attrs elements can be null (#14894) + if ( attrs[ i ] ) { + name = attrs[ i ].name; + if ( name.indexOf( "data-" ) === 0 ) { + name = camelCase( name.slice( 5 ) ); + dataAttr( elem, name, data[ name ] ); + } + } + } + dataPriv.set( elem, "hasDataAttrs", true ); + } + } + + return data; + } + + // Sets multiple values + if ( typeof key === "object" ) { + return this.each( function() { + dataUser.set( this, key ); + } ); + } + + return access( this, function( value ) { + var data; + + // The calling jQuery object (element matches) is not empty + // (and therefore has an element appears at this[ 0 ]) and the + // `value` parameter was not undefined. An empty jQuery object + // will result in `undefined` for elem = this[ 0 ] which will + // throw an exception if an attempt to read a data cache is made. + if ( elem && value === undefined ) { + + // Attempt to get data from the cache + // The key will always be camelCased in Data + data = dataUser.get( elem, key ); + if ( data !== undefined ) { + return data; + } + + // Attempt to "discover" the data in + // HTML5 custom data-* attrs + data = dataAttr( elem, key ); + if ( data !== undefined ) { + return data; + } + + // We tried really hard, but the data doesn't exist. + return; + } + + // Set the data... + this.each( function() { + + // We always store the camelCased key + dataUser.set( this, key, value ); + } ); + }, null, value, arguments.length > 1, null, true ); + }, + + removeData: function( key ) { + return this.each( function() { + dataUser.remove( this, key ); + } ); + } +} ); + + +jQuery.extend( { + queue: function( elem, type, data ) { + var queue; + + if ( elem ) { + type = ( type || "fx" ) + "queue"; + queue = dataPriv.get( elem, type ); + + // Speed up dequeue by getting out quickly if this is just a lookup + if ( data ) { + if ( !queue || Array.isArray( data ) ) { + queue = dataPriv.access( elem, type, jQuery.makeArray( data ) ); + } else { + queue.push( data ); + } + } + return queue || []; + } + }, + + dequeue: function( elem, type ) { + type = type || "fx"; + + var queue = jQuery.queue( elem, type ), + startLength = queue.length, + fn = queue.shift(), + hooks = jQuery._queueHooks( elem, type ), + next = function() { + jQuery.dequeue( elem, type ); + }; + + // If the fx queue is dequeued, always remove the progress sentinel + if ( fn === "inprogress" ) { + fn = queue.shift(); + startLength--; + } + + if ( fn ) { + + // Add a progress sentinel to prevent the fx queue from being + // automatically dequeued + if ( type === "fx" ) { + queue.unshift( "inprogress" ); + } + + // Clear up the last queue stop function + delete hooks.stop; + fn.call( elem, next, hooks ); + } + + if ( !startLength && hooks ) { + hooks.empty.fire(); + } + }, + + // Not public - generate a queueHooks object, or return the current one + _queueHooks: function( elem, type ) { + var key = type + "queueHooks"; + return dataPriv.get( elem, key ) || dataPriv.access( elem, key, { + empty: jQuery.Callbacks( "once memory" ).add( function() { + dataPriv.remove( elem, [ type + "queue", key ] ); + } ) + } ); + } +} ); + +jQuery.fn.extend( { + queue: function( type, data ) { + var setter = 2; + + if ( typeof type !== "string" ) { + data = type; + type = "fx"; + setter--; + } + + if ( arguments.length < setter ) { + return jQuery.queue( this[ 0 ], type ); + } + + return data === undefined ? + this : + this.each( function() { + var queue = jQuery.queue( this, type, data ); + + // Ensure a hooks for this queue + jQuery._queueHooks( this, type ); + + if ( type === "fx" && queue[ 0 ] !== "inprogress" ) { + jQuery.dequeue( this, type ); + } + } ); + }, + dequeue: function( type ) { + return this.each( function() { + jQuery.dequeue( this, type ); + } ); + }, + clearQueue: function( type ) { + return this.queue( type || "fx", [] ); + }, + + // Get a promise resolved when queues of a certain type + // are emptied (fx is the type by default) + promise: function( type, obj ) { + var tmp, + count = 1, + defer = jQuery.Deferred(), + elements = this, + i = this.length, + resolve = function() { + if ( !( --count ) ) { + defer.resolveWith( elements, [ elements ] ); + } + }; + + if ( typeof type !== "string" ) { + obj = type; + type = undefined; + } + type = type || "fx"; + + while ( i-- ) { + tmp = dataPriv.get( elements[ i ], type + "queueHooks" ); + if ( tmp && tmp.empty ) { + count++; + tmp.empty.add( resolve ); + } + } + resolve(); + return defer.promise( obj ); + } +} ); +var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source; + +var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" ); + + +var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; + +var documentElement = document.documentElement; + + + + var isAttached = function( elem ) { + return jQuery.contains( elem.ownerDocument, elem ); + }, + composed = { composed: true }; + + // Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only + // Check attachment across shadow DOM boundaries when possible (gh-3504) + // Support: iOS 10.0-10.2 only + // Early iOS 10 versions support `attachShadow` but not `getRootNode`, + // leading to errors. We need to check for `getRootNode`. + if ( documentElement.getRootNode ) { + isAttached = function( elem ) { + return jQuery.contains( elem.ownerDocument, elem ) || + elem.getRootNode( composed ) === elem.ownerDocument; + }; + } +var isHiddenWithinTree = function( elem, el ) { + + // isHiddenWithinTree might be called from jQuery#filter function; + // in that case, element will be second argument + elem = el || elem; + + // Inline style trumps all + return elem.style.display === "none" || + elem.style.display === "" && + + // Otherwise, check computed style + // Support: Firefox <=43 - 45 + // Disconnected elements can have computed display: none, so first confirm that elem is + // in the document. + isAttached( elem ) && + + jQuery.css( elem, "display" ) === "none"; + }; + + + +function adjustCSS( elem, prop, valueParts, tween ) { + var adjusted, scale, + maxIterations = 20, + currentValue = tween ? + function() { + return tween.cur(); + } : + function() { + return jQuery.css( elem, prop, "" ); + }, + initial = currentValue(), + unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ), + + // Starting value computation is required for potential unit mismatches + initialInUnit = elem.nodeType && + ( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) && + rcssNum.exec( jQuery.css( elem, prop ) ); + + if ( initialInUnit && initialInUnit[ 3 ] !== unit ) { + + // Support: Firefox <=54 + // Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144) + initial = initial / 2; + + // Trust units reported by jQuery.css + unit = unit || initialInUnit[ 3 ]; + + // Iteratively approximate from a nonzero starting point + initialInUnit = +initial || 1; + + while ( maxIterations-- ) { + + // Evaluate and update our best guess (doubling guesses that zero out). + // Finish if the scale equals or crosses 1 (making the old*new product non-positive). + jQuery.style( elem, prop, initialInUnit + unit ); + if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) { + maxIterations = 0; + } + initialInUnit = initialInUnit / scale; + + } + + initialInUnit = initialInUnit * 2; + jQuery.style( elem, prop, initialInUnit + unit ); + + // Make sure we update the tween properties later on + valueParts = valueParts || []; + } + + if ( valueParts ) { + initialInUnit = +initialInUnit || +initial || 0; + + // Apply relative offset (+=/-=) if specified + adjusted = valueParts[ 1 ] ? + initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] : + +valueParts[ 2 ]; + if ( tween ) { + tween.unit = unit; + tween.start = initialInUnit; + tween.end = adjusted; + } + } + return adjusted; +} + + +var defaultDisplayMap = {}; + +function getDefaultDisplay( elem ) { + var temp, + doc = elem.ownerDocument, + nodeName = elem.nodeName, + display = defaultDisplayMap[ nodeName ]; + + if ( display ) { + return display; + } + + temp = doc.body.appendChild( doc.createElement( nodeName ) ); + display = jQuery.css( temp, "display" ); + + temp.parentNode.removeChild( temp ); + + if ( display === "none" ) { + display = "block"; + } + defaultDisplayMap[ nodeName ] = display; + + return display; +} + +function showHide( elements, show ) { + var display, elem, + values = [], + index = 0, + length = elements.length; + + // Determine new display value for elements that need to change + for ( ; index < length; index++ ) { + elem = elements[ index ]; + if ( !elem.style ) { + continue; + } + + display = elem.style.display; + if ( show ) { + + // Since we force visibility upon cascade-hidden elements, an immediate (and slow) + // check is required in this first loop unless we have a nonempty display value (either + // inline or about-to-be-restored) + if ( display === "none" ) { + values[ index ] = dataPriv.get( elem, "display" ) || null; + if ( !values[ index ] ) { + elem.style.display = ""; + } + } + if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) { + values[ index ] = getDefaultDisplay( elem ); + } + } else { + if ( display !== "none" ) { + values[ index ] = "none"; + + // Remember what we're overwriting + dataPriv.set( elem, "display", display ); + } + } + } + + // Set the display of the elements in a second loop to avoid constant reflow + for ( index = 0; index < length; index++ ) { + if ( values[ index ] != null ) { + elements[ index ].style.display = values[ index ]; + } + } + + return elements; +} + +jQuery.fn.extend( { + show: function() { + return showHide( this, true ); + }, + hide: function() { + return showHide( this ); + }, + toggle: function( state ) { + if ( typeof state === "boolean" ) { + return state ? this.show() : this.hide(); + } + + return this.each( function() { + if ( isHiddenWithinTree( this ) ) { + jQuery( this ).show(); + } else { + jQuery( this ).hide(); + } + } ); + } +} ); +var rcheckableType = ( /^(?:checkbox|radio)$/i ); + +var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i ); + +var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i ); + + + +( function() { + var fragment = document.createDocumentFragment(), + div = fragment.appendChild( document.createElement( "div" ) ), + input = document.createElement( "input" ); + + // Support: Android 4.0 - 4.3 only + // Check state lost if the name is set (#11217) + // Support: Windows Web Apps (WWA) + // `name` and `type` must use .setAttribute for WWA (#14901) + input.setAttribute( "type", "radio" ); + input.setAttribute( "checked", "checked" ); + input.setAttribute( "name", "t" ); + + div.appendChild( input ); + + // Support: Android <=4.1 only + // Older WebKit doesn't clone checked state correctly in fragments + support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; + + // Support: IE <=11 only + // Make sure textarea (and checkbox) defaultValue is properly cloned + div.innerHTML = ""; + support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; + + // Support: IE <=9 only + // IE <=9 replaces "; + support.option = !!div.lastChild; +} )(); + + +// We have to close these tags to support XHTML (#13200) +var wrapMap = { + + // XHTML parsers do not magically insert elements in the + // same way that tag soup parsers do. So we cannot shorten + // this by omitting or other required elements. + thead: [ 1, "", "
      " ], + col: [ 2, "", "
      " ], + tr: [ 2, "", "
      " ], + td: [ 3, "", "
      " ], + + _default: [ 0, "", "" ] +}; + +wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; +wrapMap.th = wrapMap.td; + +// Support: IE <=9 only +if ( !support.option ) { + wrapMap.optgroup = wrapMap.option = [ 1, "" ]; +} + + +function getAll( context, tag ) { + + // Support: IE <=9 - 11 only + // Use typeof to avoid zero-argument method invocation on host objects (#15151) + var ret; + + if ( typeof context.getElementsByTagName !== "undefined" ) { + ret = context.getElementsByTagName( tag || "*" ); + + } else if ( typeof context.querySelectorAll !== "undefined" ) { + ret = context.querySelectorAll( tag || "*" ); + + } else { + ret = []; + } + + if ( tag === undefined || tag && nodeName( context, tag ) ) { + return jQuery.merge( [ context ], ret ); + } + + return ret; +} + + +// Mark scripts as having already been evaluated +function setGlobalEval( elems, refElements ) { + var i = 0, + l = elems.length; + + for ( ; i < l; i++ ) { + dataPriv.set( + elems[ i ], + "globalEval", + !refElements || dataPriv.get( refElements[ i ], "globalEval" ) + ); + } +} + + +var rhtml = /<|&#?\w+;/; + +function buildFragment( elems, context, scripts, selection, ignored ) { + var elem, tmp, tag, wrap, attached, j, + fragment = context.createDocumentFragment(), + nodes = [], + i = 0, + l = elems.length; + + for ( ; i < l; i++ ) { + elem = elems[ i ]; + + if ( elem || elem === 0 ) { + + // Add nodes directly + if ( toType( elem ) === "object" ) { + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); + + // Convert non-html into a text node + } else if ( !rhtml.test( elem ) ) { + nodes.push( context.createTextNode( elem ) ); + + // Convert html into DOM nodes + } else { + tmp = tmp || fragment.appendChild( context.createElement( "div" ) ); + + // Deserialize a standard representation + tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase(); + wrap = wrapMap[ tag ] || wrapMap._default; + tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ]; + + // Descend through wrappers to the right content + j = wrap[ 0 ]; + while ( j-- ) { + tmp = tmp.lastChild; + } + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( nodes, tmp.childNodes ); + + // Remember the top-level container + tmp = fragment.firstChild; + + // Ensure the created nodes are orphaned (#12392) + tmp.textContent = ""; + } + } + } + + // Remove wrapper from fragment + fragment.textContent = ""; + + i = 0; + while ( ( elem = nodes[ i++ ] ) ) { + + // Skip elements already in the context collection (trac-4087) + if ( selection && jQuery.inArray( elem, selection ) > -1 ) { + if ( ignored ) { + ignored.push( elem ); + } + continue; + } + + attached = isAttached( elem ); + + // Append to fragment + tmp = getAll( fragment.appendChild( elem ), "script" ); + + // Preserve script evaluation history + if ( attached ) { + setGlobalEval( tmp ); + } + + // Capture executables + if ( scripts ) { + j = 0; + while ( ( elem = tmp[ j++ ] ) ) { + if ( rscriptType.test( elem.type || "" ) ) { + scripts.push( elem ); + } + } + } + } + + return fragment; +} + + +var rtypenamespace = /^([^.]*)(?:\.(.+)|)/; + +function returnTrue() { + return true; +} + +function returnFalse() { + return false; +} + +// Support: IE <=9 - 11+ +// focus() and blur() are asynchronous, except when they are no-op. +// So expect focus to be synchronous when the element is already active, +// and blur to be synchronous when the element is not already active. +// (focus and blur are always synchronous in other supported browsers, +// this just defines when we can count on it). +function expectSync( elem, type ) { + return ( elem === safeActiveElement() ) === ( type === "focus" ); +} + +// Support: IE <=9 only +// Accessing document.activeElement can throw unexpectedly +// https://bugs.jquery.com/ticket/13393 +function safeActiveElement() { + try { + return document.activeElement; + } catch ( err ) { } +} + +function on( elem, types, selector, data, fn, one ) { + var origFn, type; + + // Types can be a map of types/handlers + if ( typeof types === "object" ) { + + // ( types-Object, selector, data ) + if ( typeof selector !== "string" ) { + + // ( types-Object, data ) + data = data || selector; + selector = undefined; + } + for ( type in types ) { + on( elem, type, selector, data, types[ type ], one ); + } + return elem; + } + + if ( data == null && fn == null ) { + + // ( types, fn ) + fn = selector; + data = selector = undefined; + } else if ( fn == null ) { + if ( typeof selector === "string" ) { + + // ( types, selector, fn ) + fn = data; + data = undefined; + } else { + + // ( types, data, fn ) + fn = data; + data = selector; + selector = undefined; + } + } + if ( fn === false ) { + fn = returnFalse; + } else if ( !fn ) { + return elem; + } + + if ( one === 1 ) { + origFn = fn; + fn = function( event ) { + + // Can use an empty set, since event contains the info + jQuery().off( event ); + return origFn.apply( this, arguments ); + }; + + // Use same guid so caller can remove using origFn + fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); + } + return elem.each( function() { + jQuery.event.add( this, types, fn, data, selector ); + } ); +} + +/* + * Helper functions for managing events -- not part of the public interface. + * Props to Dean Edwards' addEvent library for many of the ideas. + */ +jQuery.event = { + + global: {}, + + add: function( elem, types, handler, data, selector ) { + + var handleObjIn, eventHandle, tmp, + events, t, handleObj, + special, handlers, type, namespaces, origType, + elemData = dataPriv.get( elem ); + + // Only attach events to objects that accept data + if ( !acceptData( elem ) ) { + return; + } + + // Caller can pass in an object of custom data in lieu of the handler + if ( handler.handler ) { + handleObjIn = handler; + handler = handleObjIn.handler; + selector = handleObjIn.selector; + } + + // Ensure that invalid selectors throw exceptions at attach time + // Evaluate against documentElement in case elem is a non-element node (e.g., document) + if ( selector ) { + jQuery.find.matchesSelector( documentElement, selector ); + } + + // Make sure that the handler has a unique ID, used to find/remove it later + if ( !handler.guid ) { + handler.guid = jQuery.guid++; + } + + // Init the element's event structure and main handler, if this is the first + if ( !( events = elemData.events ) ) { + events = elemData.events = Object.create( null ); + } + if ( !( eventHandle = elemData.handle ) ) { + eventHandle = elemData.handle = function( e ) { + + // Discard the second event of a jQuery.event.trigger() and + // when an event is called after a page has unloaded + return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ? + jQuery.event.dispatch.apply( elem, arguments ) : undefined; + }; + } + + // Handle multiple events separated by a space + types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[ t ] ) || []; + type = origType = tmp[ 1 ]; + namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); + + // There *must* be a type, no attaching namespace-only handlers + if ( !type ) { + continue; + } + + // If event changes its type, use the special event handlers for the changed type + special = jQuery.event.special[ type ] || {}; + + // If selector defined, determine special event api type, otherwise given type + type = ( selector ? special.delegateType : special.bindType ) || type; + + // Update special based on newly reset type + special = jQuery.event.special[ type ] || {}; + + // handleObj is passed to all event handlers + handleObj = jQuery.extend( { + type: type, + origType: origType, + data: data, + handler: handler, + guid: handler.guid, + selector: selector, + needsContext: selector && jQuery.expr.match.needsContext.test( selector ), + namespace: namespaces.join( "." ) + }, handleObjIn ); + + // Init the event handler queue if we're the first + if ( !( handlers = events[ type ] ) ) { + handlers = events[ type ] = []; + handlers.delegateCount = 0; + + // Only use addEventListener if the special events handler returns false + if ( !special.setup || + special.setup.call( elem, data, namespaces, eventHandle ) === false ) { + + if ( elem.addEventListener ) { + elem.addEventListener( type, eventHandle ); + } + } + } + + if ( special.add ) { + special.add.call( elem, handleObj ); + + if ( !handleObj.handler.guid ) { + handleObj.handler.guid = handler.guid; + } + } + + // Add to the element's handler list, delegates in front + if ( selector ) { + handlers.splice( handlers.delegateCount++, 0, handleObj ); + } else { + handlers.push( handleObj ); + } + + // Keep track of which events have ever been used, for event optimization + jQuery.event.global[ type ] = true; + } + + }, + + // Detach an event or set of events from an element + remove: function( elem, types, handler, selector, mappedTypes ) { + + var j, origCount, tmp, + events, t, handleObj, + special, handlers, type, namespaces, origType, + elemData = dataPriv.hasData( elem ) && dataPriv.get( elem ); + + if ( !elemData || !( events = elemData.events ) ) { + return; + } + + // Once for each type.namespace in types; type may be omitted + types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[ t ] ) || []; + type = origType = tmp[ 1 ]; + namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); + + // Unbind all events (on this namespace, if provided) for the element + if ( !type ) { + for ( type in events ) { + jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); + } + continue; + } + + special = jQuery.event.special[ type ] || {}; + type = ( selector ? special.delegateType : special.bindType ) || type; + handlers = events[ type ] || []; + tmp = tmp[ 2 ] && + new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ); + + // Remove matching events + origCount = j = handlers.length; + while ( j-- ) { + handleObj = handlers[ j ]; + + if ( ( mappedTypes || origType === handleObj.origType ) && + ( !handler || handler.guid === handleObj.guid ) && + ( !tmp || tmp.test( handleObj.namespace ) ) && + ( !selector || selector === handleObj.selector || + selector === "**" && handleObj.selector ) ) { + handlers.splice( j, 1 ); + + if ( handleObj.selector ) { + handlers.delegateCount--; + } + if ( special.remove ) { + special.remove.call( elem, handleObj ); + } + } + } + + // Remove generic event handler if we removed something and no more handlers exist + // (avoids potential for endless recursion during removal of special event handlers) + if ( origCount && !handlers.length ) { + if ( !special.teardown || + special.teardown.call( elem, namespaces, elemData.handle ) === false ) { + + jQuery.removeEvent( elem, type, elemData.handle ); + } + + delete events[ type ]; + } + } + + // Remove data and the expando if it's no longer used + if ( jQuery.isEmptyObject( events ) ) { + dataPriv.remove( elem, "handle events" ); + } + }, + + dispatch: function( nativeEvent ) { + + var i, j, ret, matched, handleObj, handlerQueue, + args = new Array( arguments.length ), + + // Make a writable jQuery.Event from the native event object + event = jQuery.event.fix( nativeEvent ), + + handlers = ( + dataPriv.get( this, "events" ) || Object.create( null ) + )[ event.type ] || [], + special = jQuery.event.special[ event.type ] || {}; + + // Use the fix-ed jQuery.Event rather than the (read-only) native event + args[ 0 ] = event; + + for ( i = 1; i < arguments.length; i++ ) { + args[ i ] = arguments[ i ]; + } + + event.delegateTarget = this; + + // Call the preDispatch hook for the mapped type, and let it bail if desired + if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { + return; + } + + // Determine handlers + handlerQueue = jQuery.event.handlers.call( this, event, handlers ); + + // Run delegates first; they may want to stop propagation beneath us + i = 0; + while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) { + event.currentTarget = matched.elem; + + j = 0; + while ( ( handleObj = matched.handlers[ j++ ] ) && + !event.isImmediatePropagationStopped() ) { + + // If the event is namespaced, then each handler is only invoked if it is + // specially universal or its namespaces are a superset of the event's. + if ( !event.rnamespace || handleObj.namespace === false || + event.rnamespace.test( handleObj.namespace ) ) { + + event.handleObj = handleObj; + event.data = handleObj.data; + + ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle || + handleObj.handler ).apply( matched.elem, args ); + + if ( ret !== undefined ) { + if ( ( event.result = ret ) === false ) { + event.preventDefault(); + event.stopPropagation(); + } + } + } + } + } + + // Call the postDispatch hook for the mapped type + if ( special.postDispatch ) { + special.postDispatch.call( this, event ); + } + + return event.result; + }, + + handlers: function( event, handlers ) { + var i, handleObj, sel, matchedHandlers, matchedSelectors, + handlerQueue = [], + delegateCount = handlers.delegateCount, + cur = event.target; + + // Find delegate handlers + if ( delegateCount && + + // Support: IE <=9 + // Black-hole SVG instance trees (trac-13180) + cur.nodeType && + + // Support: Firefox <=42 + // Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861) + // https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click + // Support: IE 11 only + // ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343) + !( event.type === "click" && event.button >= 1 ) ) { + + for ( ; cur !== this; cur = cur.parentNode || this ) { + + // Don't check non-elements (#13208) + // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) + if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) { + matchedHandlers = []; + matchedSelectors = {}; + for ( i = 0; i < delegateCount; i++ ) { + handleObj = handlers[ i ]; + + // Don't conflict with Object.prototype properties (#13203) + sel = handleObj.selector + " "; + + if ( matchedSelectors[ sel ] === undefined ) { + matchedSelectors[ sel ] = handleObj.needsContext ? + jQuery( sel, this ).index( cur ) > -1 : + jQuery.find( sel, this, null, [ cur ] ).length; + } + if ( matchedSelectors[ sel ] ) { + matchedHandlers.push( handleObj ); + } + } + if ( matchedHandlers.length ) { + handlerQueue.push( { elem: cur, handlers: matchedHandlers } ); + } + } + } + } + + // Add the remaining (directly-bound) handlers + cur = this; + if ( delegateCount < handlers.length ) { + handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } ); + } + + return handlerQueue; + }, + + addProp: function( name, hook ) { + Object.defineProperty( jQuery.Event.prototype, name, { + enumerable: true, + configurable: true, + + get: isFunction( hook ) ? + function() { + if ( this.originalEvent ) { + return hook( this.originalEvent ); + } + } : + function() { + if ( this.originalEvent ) { + return this.originalEvent[ name ]; + } + }, + + set: function( value ) { + Object.defineProperty( this, name, { + enumerable: true, + configurable: true, + writable: true, + value: value + } ); + } + } ); + }, + + fix: function( originalEvent ) { + return originalEvent[ jQuery.expando ] ? + originalEvent : + new jQuery.Event( originalEvent ); + }, + + special: { + load: { + + // Prevent triggered image.load events from bubbling to window.load + noBubble: true + }, + click: { + + // Utilize native event to ensure correct state for checkable inputs + setup: function( data ) { + + // For mutual compressibility with _default, replace `this` access with a local var. + // `|| data` is dead code meant only to preserve the variable through minification. + var el = this || data; + + // Claim the first handler + if ( rcheckableType.test( el.type ) && + el.click && nodeName( el, "input" ) ) { + + // dataPriv.set( el, "click", ... ) + leverageNative( el, "click", returnTrue ); + } + + // Return false to allow normal processing in the caller + return false; + }, + trigger: function( data ) { + + // For mutual compressibility with _default, replace `this` access with a local var. + // `|| data` is dead code meant only to preserve the variable through minification. + var el = this || data; + + // Force setup before triggering a click + if ( rcheckableType.test( el.type ) && + el.click && nodeName( el, "input" ) ) { + + leverageNative( el, "click" ); + } + + // Return non-false to allow normal event-path propagation + return true; + }, + + // For cross-browser consistency, suppress native .click() on links + // Also prevent it if we're currently inside a leveraged native-event stack + _default: function( event ) { + var target = event.target; + return rcheckableType.test( target.type ) && + target.click && nodeName( target, "input" ) && + dataPriv.get( target, "click" ) || + nodeName( target, "a" ); + } + }, + + beforeunload: { + postDispatch: function( event ) { + + // Support: Firefox 20+ + // Firefox doesn't alert if the returnValue field is not set. + if ( event.result !== undefined && event.originalEvent ) { + event.originalEvent.returnValue = event.result; + } + } + } + } +}; + +// Ensure the presence of an event listener that handles manually-triggered +// synthetic events by interrupting progress until reinvoked in response to +// *native* events that it fires directly, ensuring that state changes have +// already occurred before other listeners are invoked. +function leverageNative( el, type, expectSync ) { + + // Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add + if ( !expectSync ) { + if ( dataPriv.get( el, type ) === undefined ) { + jQuery.event.add( el, type, returnTrue ); + } + return; + } + + // Register the controller as a special universal handler for all event namespaces + dataPriv.set( el, type, false ); + jQuery.event.add( el, type, { + namespace: false, + handler: function( event ) { + var notAsync, result, + saved = dataPriv.get( this, type ); + + if ( ( event.isTrigger & 1 ) && this[ type ] ) { + + // Interrupt processing of the outer synthetic .trigger()ed event + // Saved data should be false in such cases, but might be a leftover capture object + // from an async native handler (gh-4350) + if ( !saved.length ) { + + // Store arguments for use when handling the inner native event + // There will always be at least one argument (an event object), so this array + // will not be confused with a leftover capture object. + saved = slice.call( arguments ); + dataPriv.set( this, type, saved ); + + // Trigger the native event and capture its result + // Support: IE <=9 - 11+ + // focus() and blur() are asynchronous + notAsync = expectSync( this, type ); + this[ type ](); + result = dataPriv.get( this, type ); + if ( saved !== result || notAsync ) { + dataPriv.set( this, type, false ); + } else { + result = {}; + } + if ( saved !== result ) { + + // Cancel the outer synthetic event + event.stopImmediatePropagation(); + event.preventDefault(); + + // Support: Chrome 86+ + // In Chrome, if an element having a focusout handler is blurred by + // clicking outside of it, it invokes the handler synchronously. If + // that handler calls `.remove()` on the element, the data is cleared, + // leaving `result` undefined. We need to guard against this. + return result && result.value; + } + + // If this is an inner synthetic event for an event with a bubbling surrogate + // (focus or blur), assume that the surrogate already propagated from triggering the + // native event and prevent that from happening again here. + // This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the + // bubbling surrogate propagates *after* the non-bubbling base), but that seems + // less bad than duplication. + } else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) { + event.stopPropagation(); + } + + // If this is a native event triggered above, everything is now in order + // Fire an inner synthetic event with the original arguments + } else if ( saved.length ) { + + // ...and capture the result + dataPriv.set( this, type, { + value: jQuery.event.trigger( + + // Support: IE <=9 - 11+ + // Extend with the prototype to reset the above stopImmediatePropagation() + jQuery.extend( saved[ 0 ], jQuery.Event.prototype ), + saved.slice( 1 ), + this + ) + } ); + + // Abort handling of the native event + event.stopImmediatePropagation(); + } + } + } ); +} + +jQuery.removeEvent = function( elem, type, handle ) { + + // This "if" is needed for plain objects + if ( elem.removeEventListener ) { + elem.removeEventListener( type, handle ); + } +}; + +jQuery.Event = function( src, props ) { + + // Allow instantiation without the 'new' keyword + if ( !( this instanceof jQuery.Event ) ) { + return new jQuery.Event( src, props ); + } + + // Event object + if ( src && src.type ) { + this.originalEvent = src; + this.type = src.type; + + // Events bubbling up the document may have been marked as prevented + // by a handler lower down the tree; reflect the correct value. + this.isDefaultPrevented = src.defaultPrevented || + src.defaultPrevented === undefined && + + // Support: Android <=2.3 only + src.returnValue === false ? + returnTrue : + returnFalse; + + // Create target properties + // Support: Safari <=6 - 7 only + // Target should not be a text node (#504, #13143) + this.target = ( src.target && src.target.nodeType === 3 ) ? + src.target.parentNode : + src.target; + + this.currentTarget = src.currentTarget; + this.relatedTarget = src.relatedTarget; + + // Event type + } else { + this.type = src; + } + + // Put explicitly provided properties onto the event object + if ( props ) { + jQuery.extend( this, props ); + } + + // Create a timestamp if incoming event doesn't have one + this.timeStamp = src && src.timeStamp || Date.now(); + + // Mark it as fixed + this[ jQuery.expando ] = true; +}; + +// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding +// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html +jQuery.Event.prototype = { + constructor: jQuery.Event, + isDefaultPrevented: returnFalse, + isPropagationStopped: returnFalse, + isImmediatePropagationStopped: returnFalse, + isSimulated: false, + + preventDefault: function() { + var e = this.originalEvent; + + this.isDefaultPrevented = returnTrue; + + if ( e && !this.isSimulated ) { + e.preventDefault(); + } + }, + stopPropagation: function() { + var e = this.originalEvent; + + this.isPropagationStopped = returnTrue; + + if ( e && !this.isSimulated ) { + e.stopPropagation(); + } + }, + stopImmediatePropagation: function() { + var e = this.originalEvent; + + this.isImmediatePropagationStopped = returnTrue; + + if ( e && !this.isSimulated ) { + e.stopImmediatePropagation(); + } + + this.stopPropagation(); + } +}; + +// Includes all common event props including KeyEvent and MouseEvent specific props +jQuery.each( { + altKey: true, + bubbles: true, + cancelable: true, + changedTouches: true, + ctrlKey: true, + detail: true, + eventPhase: true, + metaKey: true, + pageX: true, + pageY: true, + shiftKey: true, + view: true, + "char": true, + code: true, + charCode: true, + key: true, + keyCode: true, + button: true, + buttons: true, + clientX: true, + clientY: true, + offsetX: true, + offsetY: true, + pointerId: true, + pointerType: true, + screenX: true, + screenY: true, + targetTouches: true, + toElement: true, + touches: true, + which: true +}, jQuery.event.addProp ); + +jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) { + jQuery.event.special[ type ] = { + + // Utilize native event if possible so blur/focus sequence is correct + setup: function() { + + // Claim the first handler + // dataPriv.set( this, "focus", ... ) + // dataPriv.set( this, "blur", ... ) + leverageNative( this, type, expectSync ); + + // Return false to allow normal processing in the caller + return false; + }, + trigger: function() { + + // Force setup before trigger + leverageNative( this, type ); + + // Return non-false to allow normal event-path propagation + return true; + }, + + // Suppress native focus or blur as it's already being fired + // in leverageNative. + _default: function() { + return true; + }, + + delegateType: delegateType + }; +} ); + +// Create mouseenter/leave events using mouseover/out and event-time checks +// so that event delegation works in jQuery. +// Do the same for pointerenter/pointerleave and pointerover/pointerout +// +// Support: Safari 7 only +// Safari sends mouseenter too often; see: +// https://bugs.chromium.org/p/chromium/issues/detail?id=470258 +// for the description of the bug (it existed in older Chrome versions as well). +jQuery.each( { + mouseenter: "mouseover", + mouseleave: "mouseout", + pointerenter: "pointerover", + pointerleave: "pointerout" +}, function( orig, fix ) { + jQuery.event.special[ orig ] = { + delegateType: fix, + bindType: fix, + + handle: function( event ) { + var ret, + target = this, + related = event.relatedTarget, + handleObj = event.handleObj; + + // For mouseenter/leave call the handler if related is outside the target. + // NB: No relatedTarget if the mouse left/entered the browser window + if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) { + event.type = handleObj.origType; + ret = handleObj.handler.apply( this, arguments ); + event.type = fix; + } + return ret; + } + }; +} ); + +jQuery.fn.extend( { + + on: function( types, selector, data, fn ) { + return on( this, types, selector, data, fn ); + }, + one: function( types, selector, data, fn ) { + return on( this, types, selector, data, fn, 1 ); + }, + off: function( types, selector, fn ) { + var handleObj, type; + if ( types && types.preventDefault && types.handleObj ) { + + // ( event ) dispatched jQuery.Event + handleObj = types.handleObj; + jQuery( types.delegateTarget ).off( + handleObj.namespace ? + handleObj.origType + "." + handleObj.namespace : + handleObj.origType, + handleObj.selector, + handleObj.handler + ); + return this; + } + if ( typeof types === "object" ) { + + // ( types-object [, selector] ) + for ( type in types ) { + this.off( type, selector, types[ type ] ); + } + return this; + } + if ( selector === false || typeof selector === "function" ) { + + // ( types [, fn] ) + fn = selector; + selector = undefined; + } + if ( fn === false ) { + fn = returnFalse; + } + return this.each( function() { + jQuery.event.remove( this, types, fn, selector ); + } ); + } +} ); + + +var + + // Support: IE <=10 - 11, Edge 12 - 13 only + // In IE/Edge using regex groups here causes severe slowdowns. + // See https://connect.microsoft.com/IE/feedback/details/1736512/ + rnoInnerhtml = /\s*$/g; + +// Prefer a tbody over its parent table for containing new rows +function manipulationTarget( elem, content ) { + if ( nodeName( elem, "table" ) && + nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) { + + return jQuery( elem ).children( "tbody" )[ 0 ] || elem; + } + + return elem; +} + +// Replace/restore the type attribute of script elements for safe DOM manipulation +function disableScript( elem ) { + elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type; + return elem; +} +function restoreScript( elem ) { + if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) { + elem.type = elem.type.slice( 5 ); + } else { + elem.removeAttribute( "type" ); + } + + return elem; +} + +function cloneCopyEvent( src, dest ) { + var i, l, type, pdataOld, udataOld, udataCur, events; + + if ( dest.nodeType !== 1 ) { + return; + } + + // 1. Copy private data: events, handlers, etc. + if ( dataPriv.hasData( src ) ) { + pdataOld = dataPriv.get( src ); + events = pdataOld.events; + + if ( events ) { + dataPriv.remove( dest, "handle events" ); + + for ( type in events ) { + for ( i = 0, l = events[ type ].length; i < l; i++ ) { + jQuery.event.add( dest, type, events[ type ][ i ] ); + } + } + } + } + + // 2. Copy user data + if ( dataUser.hasData( src ) ) { + udataOld = dataUser.access( src ); + udataCur = jQuery.extend( {}, udataOld ); + + dataUser.set( dest, udataCur ); + } +} + +// Fix IE bugs, see support tests +function fixInput( src, dest ) { + var nodeName = dest.nodeName.toLowerCase(); + + // Fails to persist the checked state of a cloned checkbox or radio button. + if ( nodeName === "input" && rcheckableType.test( src.type ) ) { + dest.checked = src.checked; + + // Fails to return the selected option to the default selected state when cloning options + } else if ( nodeName === "input" || nodeName === "textarea" ) { + dest.defaultValue = src.defaultValue; + } +} + +function domManip( collection, args, callback, ignored ) { + + // Flatten any nested arrays + args = flat( args ); + + var fragment, first, scripts, hasScripts, node, doc, + i = 0, + l = collection.length, + iNoClone = l - 1, + value = args[ 0 ], + valueIsFunction = isFunction( value ); + + // We can't cloneNode fragments that contain checked, in WebKit + if ( valueIsFunction || + ( l > 1 && typeof value === "string" && + !support.checkClone && rchecked.test( value ) ) ) { + return collection.each( function( index ) { + var self = collection.eq( index ); + if ( valueIsFunction ) { + args[ 0 ] = value.call( this, index, self.html() ); + } + domManip( self, args, callback, ignored ); + } ); + } + + if ( l ) { + fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored ); + first = fragment.firstChild; + + if ( fragment.childNodes.length === 1 ) { + fragment = first; + } + + // Require either new content or an interest in ignored elements to invoke the callback + if ( first || ignored ) { + scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); + hasScripts = scripts.length; + + // Use the original fragment for the last item + // instead of the first because it can end up + // being emptied incorrectly in certain situations (#8070). + for ( ; i < l; i++ ) { + node = fragment; + + if ( i !== iNoClone ) { + node = jQuery.clone( node, true, true ); + + // Keep references to cloned scripts for later restoration + if ( hasScripts ) { + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( scripts, getAll( node, "script" ) ); + } + } + + callback.call( collection[ i ], node, i ); + } + + if ( hasScripts ) { + doc = scripts[ scripts.length - 1 ].ownerDocument; + + // Reenable scripts + jQuery.map( scripts, restoreScript ); + + // Evaluate executable scripts on first document insertion + for ( i = 0; i < hasScripts; i++ ) { + node = scripts[ i ]; + if ( rscriptType.test( node.type || "" ) && + !dataPriv.access( node, "globalEval" ) && + jQuery.contains( doc, node ) ) { + + if ( node.src && ( node.type || "" ).toLowerCase() !== "module" ) { + + // Optional AJAX dependency, but won't run scripts if not present + if ( jQuery._evalUrl && !node.noModule ) { + jQuery._evalUrl( node.src, { + nonce: node.nonce || node.getAttribute( "nonce" ) + }, doc ); + } + } else { + DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc ); + } + } + } + } + } + } + + return collection; +} + +function remove( elem, selector, keepData ) { + var node, + nodes = selector ? jQuery.filter( selector, elem ) : elem, + i = 0; + + for ( ; ( node = nodes[ i ] ) != null; i++ ) { + if ( !keepData && node.nodeType === 1 ) { + jQuery.cleanData( getAll( node ) ); + } + + if ( node.parentNode ) { + if ( keepData && isAttached( node ) ) { + setGlobalEval( getAll( node, "script" ) ); + } + node.parentNode.removeChild( node ); + } + } + + return elem; +} + +jQuery.extend( { + htmlPrefilter: function( html ) { + return html; + }, + + clone: function( elem, dataAndEvents, deepDataAndEvents ) { + var i, l, srcElements, destElements, + clone = elem.cloneNode( true ), + inPage = isAttached( elem ); + + // Fix IE cloning issues + if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) && + !jQuery.isXMLDoc( elem ) ) { + + // We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2 + destElements = getAll( clone ); + srcElements = getAll( elem ); + + for ( i = 0, l = srcElements.length; i < l; i++ ) { + fixInput( srcElements[ i ], destElements[ i ] ); + } + } + + // Copy the events from the original to the clone + if ( dataAndEvents ) { + if ( deepDataAndEvents ) { + srcElements = srcElements || getAll( elem ); + destElements = destElements || getAll( clone ); + + for ( i = 0, l = srcElements.length; i < l; i++ ) { + cloneCopyEvent( srcElements[ i ], destElements[ i ] ); + } + } else { + cloneCopyEvent( elem, clone ); + } + } + + // Preserve script evaluation history + destElements = getAll( clone, "script" ); + if ( destElements.length > 0 ) { + setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); + } + + // Return the cloned set + return clone; + }, + + cleanData: function( elems ) { + var data, elem, type, + special = jQuery.event.special, + i = 0; + + for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) { + if ( acceptData( elem ) ) { + if ( ( data = elem[ dataPriv.expando ] ) ) { + if ( data.events ) { + for ( type in data.events ) { + if ( special[ type ] ) { + jQuery.event.remove( elem, type ); + + // This is a shortcut to avoid jQuery.event.remove's overhead + } else { + jQuery.removeEvent( elem, type, data.handle ); + } + } + } + + // Support: Chrome <=35 - 45+ + // Assign undefined instead of using delete, see Data#remove + elem[ dataPriv.expando ] = undefined; + } + if ( elem[ dataUser.expando ] ) { + + // Support: Chrome <=35 - 45+ + // Assign undefined instead of using delete, see Data#remove + elem[ dataUser.expando ] = undefined; + } + } + } + } +} ); + +jQuery.fn.extend( { + detach: function( selector ) { + return remove( this, selector, true ); + }, + + remove: function( selector ) { + return remove( this, selector ); + }, + + text: function( value ) { + return access( this, function( value ) { + return value === undefined ? + jQuery.text( this ) : + this.empty().each( function() { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + this.textContent = value; + } + } ); + }, null, value, arguments.length ); + }, + + append: function() { + return domManip( this, arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.appendChild( elem ); + } + } ); + }, + + prepend: function() { + return domManip( this, arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.insertBefore( elem, target.firstChild ); + } + } ); + }, + + before: function() { + return domManip( this, arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this ); + } + } ); + }, + + after: function() { + return domManip( this, arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this.nextSibling ); + } + } ); + }, + + empty: function() { + var elem, + i = 0; + + for ( ; ( elem = this[ i ] ) != null; i++ ) { + if ( elem.nodeType === 1 ) { + + // Prevent memory leaks + jQuery.cleanData( getAll( elem, false ) ); + + // Remove any remaining nodes + elem.textContent = ""; + } + } + + return this; + }, + + clone: function( dataAndEvents, deepDataAndEvents ) { + dataAndEvents = dataAndEvents == null ? false : dataAndEvents; + deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; + + return this.map( function() { + return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); + } ); + }, + + html: function( value ) { + return access( this, function( value ) { + var elem = this[ 0 ] || {}, + i = 0, + l = this.length; + + if ( value === undefined && elem.nodeType === 1 ) { + return elem.innerHTML; + } + + // See if we can take a shortcut and just use innerHTML + if ( typeof value === "string" && !rnoInnerhtml.test( value ) && + !wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) { + + value = jQuery.htmlPrefilter( value ); + + try { + for ( ; i < l; i++ ) { + elem = this[ i ] || {}; + + // Remove element nodes and prevent memory leaks + if ( elem.nodeType === 1 ) { + jQuery.cleanData( getAll( elem, false ) ); + elem.innerHTML = value; + } + } + + elem = 0; + + // If using innerHTML throws an exception, use the fallback method + } catch ( e ) {} + } + + if ( elem ) { + this.empty().append( value ); + } + }, null, value, arguments.length ); + }, + + replaceWith: function() { + var ignored = []; + + // Make the changes, replacing each non-ignored context element with the new content + return domManip( this, arguments, function( elem ) { + var parent = this.parentNode; + + if ( jQuery.inArray( this, ignored ) < 0 ) { + jQuery.cleanData( getAll( this ) ); + if ( parent ) { + parent.replaceChild( elem, this ); + } + } + + // Force callback invocation + }, ignored ); + } +} ); + +jQuery.each( { + appendTo: "append", + prependTo: "prepend", + insertBefore: "before", + insertAfter: "after", + replaceAll: "replaceWith" +}, function( name, original ) { + jQuery.fn[ name ] = function( selector ) { + var elems, + ret = [], + insert = jQuery( selector ), + last = insert.length - 1, + i = 0; + + for ( ; i <= last; i++ ) { + elems = i === last ? this : this.clone( true ); + jQuery( insert[ i ] )[ original ]( elems ); + + // Support: Android <=4.0 only, PhantomJS 1 only + // .get() because push.apply(_, arraylike) throws on ancient WebKit + push.apply( ret, elems.get() ); + } + + return this.pushStack( ret ); + }; +} ); +var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" ); + +var getStyles = function( elem ) { + + // Support: IE <=11 only, Firefox <=30 (#15098, #14150) + // IE throws on elements created in popups + // FF meanwhile throws on frame elements through "defaultView.getComputedStyle" + var view = elem.ownerDocument.defaultView; + + if ( !view || !view.opener ) { + view = window; + } + + return view.getComputedStyle( elem ); + }; + +var swap = function( elem, options, callback ) { + var ret, name, + old = {}; + + // Remember the old values, and insert the new ones + for ( name in options ) { + old[ name ] = elem.style[ name ]; + elem.style[ name ] = options[ name ]; + } + + ret = callback.call( elem ); + + // Revert the old values + for ( name in options ) { + elem.style[ name ] = old[ name ]; + } + + return ret; +}; + + +var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" ); + + + +( function() { + + // Executing both pixelPosition & boxSizingReliable tests require only one layout + // so they're executed at the same time to save the second computation. + function computeStyleTests() { + + // This is a singleton, we need to execute it only once + if ( !div ) { + return; + } + + container.style.cssText = "position:absolute;left:-11111px;width:60px;" + + "margin-top:1px;padding:0;border:0"; + div.style.cssText = + "position:relative;display:block;box-sizing:border-box;overflow:scroll;" + + "margin:auto;border:1px;padding:1px;" + + "width:60%;top:1%"; + documentElement.appendChild( container ).appendChild( div ); + + var divStyle = window.getComputedStyle( div ); + pixelPositionVal = divStyle.top !== "1%"; + + // Support: Android 4.0 - 4.3 only, Firefox <=3 - 44 + reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12; + + // Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3 + // Some styles come back with percentage values, even though they shouldn't + div.style.right = "60%"; + pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36; + + // Support: IE 9 - 11 only + // Detect misreporting of content dimensions for box-sizing:border-box elements + boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36; + + // Support: IE 9 only + // Detect overflow:scroll screwiness (gh-3699) + // Support: Chrome <=64 + // Don't get tricked when zoom affects offsetWidth (gh-4029) + div.style.position = "absolute"; + scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12; + + documentElement.removeChild( container ); + + // Nullify the div so it wouldn't be stored in the memory and + // it will also be a sign that checks already performed + div = null; + } + + function roundPixelMeasures( measure ) { + return Math.round( parseFloat( measure ) ); + } + + var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal, + reliableTrDimensionsVal, reliableMarginLeftVal, + container = document.createElement( "div" ), + div = document.createElement( "div" ); + + // Finish early in limited (non-browser) environments + if ( !div.style ) { + return; + } + + // Support: IE <=9 - 11 only + // Style of cloned element affects source element cloned (#8908) + div.style.backgroundClip = "content-box"; + div.cloneNode( true ).style.backgroundClip = ""; + support.clearCloneStyle = div.style.backgroundClip === "content-box"; + + jQuery.extend( support, { + boxSizingReliable: function() { + computeStyleTests(); + return boxSizingReliableVal; + }, + pixelBoxStyles: function() { + computeStyleTests(); + return pixelBoxStylesVal; + }, + pixelPosition: function() { + computeStyleTests(); + return pixelPositionVal; + }, + reliableMarginLeft: function() { + computeStyleTests(); + return reliableMarginLeftVal; + }, + scrollboxSize: function() { + computeStyleTests(); + return scrollboxSizeVal; + }, + + // Support: IE 9 - 11+, Edge 15 - 18+ + // IE/Edge misreport `getComputedStyle` of table rows with width/height + // set in CSS while `offset*` properties report correct values. + // Behavior in IE 9 is more subtle than in newer versions & it passes + // some versions of this test; make sure not to make it pass there! + // + // Support: Firefox 70+ + // Only Firefox includes border widths + // in computed dimensions. (gh-4529) + reliableTrDimensions: function() { + var table, tr, trChild, trStyle; + if ( reliableTrDimensionsVal == null ) { + table = document.createElement( "table" ); + tr = document.createElement( "tr" ); + trChild = document.createElement( "div" ); + + table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate"; + tr.style.cssText = "border:1px solid"; + + // Support: Chrome 86+ + // Height set through cssText does not get applied. + // Computed height then comes back as 0. + tr.style.height = "1px"; + trChild.style.height = "9px"; + + // Support: Android 8 Chrome 86+ + // In our bodyBackground.html iframe, + // display for all div elements is set to "inline", + // which causes a problem only in Android 8 Chrome 86. + // Ensuring the div is display: block + // gets around this issue. + trChild.style.display = "block"; + + documentElement + .appendChild( table ) + .appendChild( tr ) + .appendChild( trChild ); + + trStyle = window.getComputedStyle( tr ); + reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) + + parseInt( trStyle.borderTopWidth, 10 ) + + parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight; + + documentElement.removeChild( table ); + } + return reliableTrDimensionsVal; + } + } ); +} )(); + + +function curCSS( elem, name, computed ) { + var width, minWidth, maxWidth, ret, + + // Support: Firefox 51+ + // Retrieving style before computed somehow + // fixes an issue with getting wrong values + // on detached elements + style = elem.style; + + computed = computed || getStyles( elem ); + + // getPropertyValue is needed for: + // .css('filter') (IE 9 only, #12537) + // .css('--customProperty) (#3144) + if ( computed ) { + ret = computed.getPropertyValue( name ) || computed[ name ]; + + if ( ret === "" && !isAttached( elem ) ) { + ret = jQuery.style( elem, name ); + } + + // A tribute to the "awesome hack by Dean Edwards" + // Android Browser returns percentage for some values, + // but width seems to be reliably pixels. + // This is against the CSSOM draft spec: + // https://drafts.csswg.org/cssom/#resolved-values + if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) { + + // Remember the original values + width = style.width; + minWidth = style.minWidth; + maxWidth = style.maxWidth; + + // Put in the new values to get a computed value out + style.minWidth = style.maxWidth = style.width = ret; + ret = computed.width; + + // Revert the changed values + style.width = width; + style.minWidth = minWidth; + style.maxWidth = maxWidth; + } + } + + return ret !== undefined ? + + // Support: IE <=9 - 11 only + // IE returns zIndex value as an integer. + ret + "" : + ret; +} + + +function addGetHookIf( conditionFn, hookFn ) { + + // Define the hook, we'll check on the first run if it's really needed. + return { + get: function() { + if ( conditionFn() ) { + + // Hook not needed (or it's not possible to use it due + // to missing dependency), remove it. + delete this.get; + return; + } + + // Hook needed; redefine it so that the support test is not executed again. + return ( this.get = hookFn ).apply( this, arguments ); + } + }; +} + + +var cssPrefixes = [ "Webkit", "Moz", "ms" ], + emptyStyle = document.createElement( "div" ).style, + vendorProps = {}; + +// Return a vendor-prefixed property or undefined +function vendorPropName( name ) { + + // Check for vendor prefixed names + var capName = name[ 0 ].toUpperCase() + name.slice( 1 ), + i = cssPrefixes.length; + + while ( i-- ) { + name = cssPrefixes[ i ] + capName; + if ( name in emptyStyle ) { + return name; + } + } +} + +// Return a potentially-mapped jQuery.cssProps or vendor prefixed property +function finalPropName( name ) { + var final = jQuery.cssProps[ name ] || vendorProps[ name ]; + + if ( final ) { + return final; + } + if ( name in emptyStyle ) { + return name; + } + return vendorProps[ name ] = vendorPropName( name ) || name; +} + + +var + + // Swappable if display is none or starts with table + // except "table", "table-cell", or "table-caption" + // See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display + rdisplayswap = /^(none|table(?!-c[ea]).+)/, + rcustomProp = /^--/, + cssShow = { position: "absolute", visibility: "hidden", display: "block" }, + cssNormalTransform = { + letterSpacing: "0", + fontWeight: "400" + }; + +function setPositiveNumber( _elem, value, subtract ) { + + // Any relative (+/-) values have already been + // normalized at this point + var matches = rcssNum.exec( value ); + return matches ? + + // Guard against undefined "subtract", e.g., when used as in cssHooks + Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) : + value; +} + +function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) { + var i = dimension === "width" ? 1 : 0, + extra = 0, + delta = 0; + + // Adjustment may not be necessary + if ( box === ( isBorderBox ? "border" : "content" ) ) { + return 0; + } + + for ( ; i < 4; i += 2 ) { + + // Both box models exclude margin + if ( box === "margin" ) { + delta += jQuery.css( elem, box + cssExpand[ i ], true, styles ); + } + + // If we get here with a content-box, we're seeking "padding" or "border" or "margin" + if ( !isBorderBox ) { + + // Add padding + delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); + + // For "border" or "margin", add border + if ( box !== "padding" ) { + delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + + // But still keep track of it otherwise + } else { + extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + } + + // If we get here with a border-box (content + padding + border), we're seeking "content" or + // "padding" or "margin" + } else { + + // For "content", subtract padding + if ( box === "content" ) { + delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); + } + + // For "content" or "padding", subtract border + if ( box !== "margin" ) { + delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + } + } + } + + // Account for positive content-box scroll gutter when requested by providing computedVal + if ( !isBorderBox && computedVal >= 0 ) { + + // offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border + // Assuming integer scroll gutter, subtract the rest and round down + delta += Math.max( 0, Math.ceil( + elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - + computedVal - + delta - + extra - + 0.5 + + // If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter + // Use an explicit zero to avoid NaN (gh-3964) + ) ) || 0; + } + + return delta; +} + +function getWidthOrHeight( elem, dimension, extra ) { + + // Start with computed style + var styles = getStyles( elem ), + + // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322). + // Fake content-box until we know it's needed to know the true value. + boxSizingNeeded = !support.boxSizingReliable() || extra, + isBorderBox = boxSizingNeeded && + jQuery.css( elem, "boxSizing", false, styles ) === "border-box", + valueIsBorderBox = isBorderBox, + + val = curCSS( elem, dimension, styles ), + offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ); + + // Support: Firefox <=54 + // Return a confounding non-pixel value or feign ignorance, as appropriate. + if ( rnumnonpx.test( val ) ) { + if ( !extra ) { + return val; + } + val = "auto"; + } + + + // Support: IE 9 - 11 only + // Use offsetWidth/offsetHeight for when box sizing is unreliable. + // In those cases, the computed value can be trusted to be border-box. + if ( ( !support.boxSizingReliable() && isBorderBox || + + // Support: IE 10 - 11+, Edge 15 - 18+ + // IE/Edge misreport `getComputedStyle` of table rows with width/height + // set in CSS while `offset*` properties report correct values. + // Interestingly, in some cases IE 9 doesn't suffer from this issue. + !support.reliableTrDimensions() && nodeName( elem, "tr" ) || + + // Fall back to offsetWidth/offsetHeight when value is "auto" + // This happens for inline elements with no explicit setting (gh-3571) + val === "auto" || + + // Support: Android <=4.1 - 4.3 only + // Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602) + !parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) && + + // Make sure the element is visible & connected + elem.getClientRects().length ) { + + isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box"; + + // Where available, offsetWidth/offsetHeight approximate border box dimensions. + // Where not available (e.g., SVG), assume unreliable box-sizing and interpret the + // retrieved value as a content box dimension. + valueIsBorderBox = offsetProp in elem; + if ( valueIsBorderBox ) { + val = elem[ offsetProp ]; + } + } + + // Normalize "" and auto + val = parseFloat( val ) || 0; + + // Adjust for the element's box model + return ( val + + boxModelAdjustment( + elem, + dimension, + extra || ( isBorderBox ? "border" : "content" ), + valueIsBorderBox, + styles, + + // Provide the current computed size to request scroll gutter calculation (gh-3589) + val + ) + ) + "px"; +} + +jQuery.extend( { + + // Add in style property hooks for overriding the default + // behavior of getting and setting a style property + cssHooks: { + opacity: { + get: function( elem, computed ) { + if ( computed ) { + + // We should always get a number back from opacity + var ret = curCSS( elem, "opacity" ); + return ret === "" ? "1" : ret; + } + } + } + }, + + // Don't automatically add "px" to these possibly-unitless properties + cssNumber: { + "animationIterationCount": true, + "columnCount": true, + "fillOpacity": true, + "flexGrow": true, + "flexShrink": true, + "fontWeight": true, + "gridArea": true, + "gridColumn": true, + "gridColumnEnd": true, + "gridColumnStart": true, + "gridRow": true, + "gridRowEnd": true, + "gridRowStart": true, + "lineHeight": true, + "opacity": true, + "order": true, + "orphans": true, + "widows": true, + "zIndex": true, + "zoom": true + }, + + // Add in properties whose names you wish to fix before + // setting or getting the value + cssProps: {}, + + // Get and set the style property on a DOM Node + style: function( elem, name, value, extra ) { + + // Don't set styles on text and comment nodes + if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) { + return; + } + + // Make sure that we're working with the right name + var ret, type, hooks, + origName = camelCase( name ), + isCustomProp = rcustomProp.test( name ), + style = elem.style; + + // Make sure that we're working with the right name. We don't + // want to query the value if it is a CSS custom property + // since they are user-defined. + if ( !isCustomProp ) { + name = finalPropName( origName ); + } + + // Gets hook for the prefixed version, then unprefixed version + hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; + + // Check if we're setting a value + if ( value !== undefined ) { + type = typeof value; + + // Convert "+=" or "-=" to relative numbers (#7345) + if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) { + value = adjustCSS( elem, name, ret ); + + // Fixes bug #9237 + type = "number"; + } + + // Make sure that null and NaN values aren't set (#7116) + if ( value == null || value !== value ) { + return; + } + + // If a number was passed in, add the unit (except for certain CSS properties) + // The isCustomProp check can be removed in jQuery 4.0 when we only auto-append + // "px" to a few hardcoded values. + if ( type === "number" && !isCustomProp ) { + value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" ); + } + + // background-* props affect original clone's values + if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) { + style[ name ] = "inherit"; + } + + // If a hook was provided, use that value, otherwise just set the specified value + if ( !hooks || !( "set" in hooks ) || + ( value = hooks.set( elem, value, extra ) ) !== undefined ) { + + if ( isCustomProp ) { + style.setProperty( name, value ); + } else { + style[ name ] = value; + } + } + + } else { + + // If a hook was provided get the non-computed value from there + if ( hooks && "get" in hooks && + ( ret = hooks.get( elem, false, extra ) ) !== undefined ) { + + return ret; + } + + // Otherwise just get the value from the style object + return style[ name ]; + } + }, + + css: function( elem, name, extra, styles ) { + var val, num, hooks, + origName = camelCase( name ), + isCustomProp = rcustomProp.test( name ); + + // Make sure that we're working with the right name. We don't + // want to modify the value if it is a CSS custom property + // since they are user-defined. + if ( !isCustomProp ) { + name = finalPropName( origName ); + } + + // Try prefixed name followed by the unprefixed name + hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; + + // If a hook was provided get the computed value from there + if ( hooks && "get" in hooks ) { + val = hooks.get( elem, true, extra ); + } + + // Otherwise, if a way to get the computed value exists, use that + if ( val === undefined ) { + val = curCSS( elem, name, styles ); + } + + // Convert "normal" to computed value + if ( val === "normal" && name in cssNormalTransform ) { + val = cssNormalTransform[ name ]; + } + + // Make numeric if forced or a qualifier was provided and val looks numeric + if ( extra === "" || extra ) { + num = parseFloat( val ); + return extra === true || isFinite( num ) ? num || 0 : val; + } + + return val; + } +} ); + +jQuery.each( [ "height", "width" ], function( _i, dimension ) { + jQuery.cssHooks[ dimension ] = { + get: function( elem, computed, extra ) { + if ( computed ) { + + // Certain elements can have dimension info if we invisibly show them + // but it must have a current display style that would benefit + return rdisplayswap.test( jQuery.css( elem, "display" ) ) && + + // Support: Safari 8+ + // Table columns in Safari have non-zero offsetWidth & zero + // getBoundingClientRect().width unless display is changed. + // Support: IE <=11 only + // Running getBoundingClientRect on a disconnected node + // in IE throws an error. + ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? + swap( elem, cssShow, function() { + return getWidthOrHeight( elem, dimension, extra ); + } ) : + getWidthOrHeight( elem, dimension, extra ); + } + }, + + set: function( elem, value, extra ) { + var matches, + styles = getStyles( elem ), + + // Only read styles.position if the test has a chance to fail + // to avoid forcing a reflow. + scrollboxSizeBuggy = !support.scrollboxSize() && + styles.position === "absolute", + + // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991) + boxSizingNeeded = scrollboxSizeBuggy || extra, + isBorderBox = boxSizingNeeded && + jQuery.css( elem, "boxSizing", false, styles ) === "border-box", + subtract = extra ? + boxModelAdjustment( + elem, + dimension, + extra, + isBorderBox, + styles + ) : + 0; + + // Account for unreliable border-box dimensions by comparing offset* to computed and + // faking a content-box to get border and padding (gh-3699) + if ( isBorderBox && scrollboxSizeBuggy ) { + subtract -= Math.ceil( + elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - + parseFloat( styles[ dimension ] ) - + boxModelAdjustment( elem, dimension, "border", false, styles ) - + 0.5 + ); + } + + // Convert to pixels if value adjustment is needed + if ( subtract && ( matches = rcssNum.exec( value ) ) && + ( matches[ 3 ] || "px" ) !== "px" ) { + + elem.style[ dimension ] = value; + value = jQuery.css( elem, dimension ); + } + + return setPositiveNumber( elem, value, subtract ); + } + }; +} ); + +jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft, + function( elem, computed ) { + if ( computed ) { + return ( parseFloat( curCSS( elem, "marginLeft" ) ) || + elem.getBoundingClientRect().left - + swap( elem, { marginLeft: 0 }, function() { + return elem.getBoundingClientRect().left; + } ) + ) + "px"; + } + } +); + +// These hooks are used by animate to expand properties +jQuery.each( { + margin: "", + padding: "", + border: "Width" +}, function( prefix, suffix ) { + jQuery.cssHooks[ prefix + suffix ] = { + expand: function( value ) { + var i = 0, + expanded = {}, + + // Assumes a single number if not a string + parts = typeof value === "string" ? value.split( " " ) : [ value ]; + + for ( ; i < 4; i++ ) { + expanded[ prefix + cssExpand[ i ] + suffix ] = + parts[ i ] || parts[ i - 2 ] || parts[ 0 ]; + } + + return expanded; + } + }; + + if ( prefix !== "margin" ) { + jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber; + } +} ); + +jQuery.fn.extend( { + css: function( name, value ) { + return access( this, function( elem, name, value ) { + var styles, len, + map = {}, + i = 0; + + if ( Array.isArray( name ) ) { + styles = getStyles( elem ); + len = name.length; + + for ( ; i < len; i++ ) { + map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles ); + } + + return map; + } + + return value !== undefined ? + jQuery.style( elem, name, value ) : + jQuery.css( elem, name ); + }, name, value, arguments.length > 1 ); + } +} ); + + +function Tween( elem, options, prop, end, easing ) { + return new Tween.prototype.init( elem, options, prop, end, easing ); +} +jQuery.Tween = Tween; + +Tween.prototype = { + constructor: Tween, + init: function( elem, options, prop, end, easing, unit ) { + this.elem = elem; + this.prop = prop; + this.easing = easing || jQuery.easing._default; + this.options = options; + this.start = this.now = this.cur(); + this.end = end; + this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" ); + }, + cur: function() { + var hooks = Tween.propHooks[ this.prop ]; + + return hooks && hooks.get ? + hooks.get( this ) : + Tween.propHooks._default.get( this ); + }, + run: function( percent ) { + var eased, + hooks = Tween.propHooks[ this.prop ]; + + if ( this.options.duration ) { + this.pos = eased = jQuery.easing[ this.easing ]( + percent, this.options.duration * percent, 0, 1, this.options.duration + ); + } else { + this.pos = eased = percent; + } + this.now = ( this.end - this.start ) * eased + this.start; + + if ( this.options.step ) { + this.options.step.call( this.elem, this.now, this ); + } + + if ( hooks && hooks.set ) { + hooks.set( this ); + } else { + Tween.propHooks._default.set( this ); + } + return this; + } +}; + +Tween.prototype.init.prototype = Tween.prototype; + +Tween.propHooks = { + _default: { + get: function( tween ) { + var result; + + // Use a property on the element directly when it is not a DOM element, + // or when there is no matching style property that exists. + if ( tween.elem.nodeType !== 1 || + tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) { + return tween.elem[ tween.prop ]; + } + + // Passing an empty string as a 3rd parameter to .css will automatically + // attempt a parseFloat and fallback to a string if the parse fails. + // Simple values such as "10px" are parsed to Float; + // complex values such as "rotate(1rad)" are returned as-is. + result = jQuery.css( tween.elem, tween.prop, "" ); + + // Empty strings, null, undefined and "auto" are converted to 0. + return !result || result === "auto" ? 0 : result; + }, + set: function( tween ) { + + // Use step hook for back compat. + // Use cssHook if its there. + // Use .style if available and use plain properties where available. + if ( jQuery.fx.step[ tween.prop ] ) { + jQuery.fx.step[ tween.prop ]( tween ); + } else if ( tween.elem.nodeType === 1 && ( + jQuery.cssHooks[ tween.prop ] || + tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) { + jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); + } else { + tween.elem[ tween.prop ] = tween.now; + } + } + } +}; + +// Support: IE <=9 only +// Panic based approach to setting things on disconnected nodes +Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = { + set: function( tween ) { + if ( tween.elem.nodeType && tween.elem.parentNode ) { + tween.elem[ tween.prop ] = tween.now; + } + } +}; + +jQuery.easing = { + linear: function( p ) { + return p; + }, + swing: function( p ) { + return 0.5 - Math.cos( p * Math.PI ) / 2; + }, + _default: "swing" +}; + +jQuery.fx = Tween.prototype.init; + +// Back compat <1.8 extension point +jQuery.fx.step = {}; + + + + +var + fxNow, inProgress, + rfxtypes = /^(?:toggle|show|hide)$/, + rrun = /queueHooks$/; + +function schedule() { + if ( inProgress ) { + if ( document.hidden === false && window.requestAnimationFrame ) { + window.requestAnimationFrame( schedule ); + } else { + window.setTimeout( schedule, jQuery.fx.interval ); + } + + jQuery.fx.tick(); + } +} + +// Animations created synchronously will run synchronously +function createFxNow() { + window.setTimeout( function() { + fxNow = undefined; + } ); + return ( fxNow = Date.now() ); +} + +// Generate parameters to create a standard animation +function genFx( type, includeWidth ) { + var which, + i = 0, + attrs = { height: type }; + + // If we include width, step value is 1 to do all cssExpand values, + // otherwise step value is 2 to skip over Left and Right + includeWidth = includeWidth ? 1 : 0; + for ( ; i < 4; i += 2 - includeWidth ) { + which = cssExpand[ i ]; + attrs[ "margin" + which ] = attrs[ "padding" + which ] = type; + } + + if ( includeWidth ) { + attrs.opacity = attrs.width = type; + } + + return attrs; +} + +function createTween( value, prop, animation ) { + var tween, + collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ), + index = 0, + length = collection.length; + for ( ; index < length; index++ ) { + if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) { + + // We're done with this property + return tween; + } + } +} + +function defaultPrefilter( elem, props, opts ) { + var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display, + isBox = "width" in props || "height" in props, + anim = this, + orig = {}, + style = elem.style, + hidden = elem.nodeType && isHiddenWithinTree( elem ), + dataShow = dataPriv.get( elem, "fxshow" ); + + // Queue-skipping animations hijack the fx hooks + if ( !opts.queue ) { + hooks = jQuery._queueHooks( elem, "fx" ); + if ( hooks.unqueued == null ) { + hooks.unqueued = 0; + oldfire = hooks.empty.fire; + hooks.empty.fire = function() { + if ( !hooks.unqueued ) { + oldfire(); + } + }; + } + hooks.unqueued++; + + anim.always( function() { + + // Ensure the complete handler is called before this completes + anim.always( function() { + hooks.unqueued--; + if ( !jQuery.queue( elem, "fx" ).length ) { + hooks.empty.fire(); + } + } ); + } ); + } + + // Detect show/hide animations + for ( prop in props ) { + value = props[ prop ]; + if ( rfxtypes.test( value ) ) { + delete props[ prop ]; + toggle = toggle || value === "toggle"; + if ( value === ( hidden ? "hide" : "show" ) ) { + + // Pretend to be hidden if this is a "show" and + // there is still data from a stopped show/hide + if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) { + hidden = true; + + // Ignore all other no-op show/hide data + } else { + continue; + } + } + orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop ); + } + } + + // Bail out if this is a no-op like .hide().hide() + propTween = !jQuery.isEmptyObject( props ); + if ( !propTween && jQuery.isEmptyObject( orig ) ) { + return; + } + + // Restrict "overflow" and "display" styles during box animations + if ( isBox && elem.nodeType === 1 ) { + + // Support: IE <=9 - 11, Edge 12 - 15 + // Record all 3 overflow attributes because IE does not infer the shorthand + // from identically-valued overflowX and overflowY and Edge just mirrors + // the overflowX value there. + opts.overflow = [ style.overflow, style.overflowX, style.overflowY ]; + + // Identify a display type, preferring old show/hide data over the CSS cascade + restoreDisplay = dataShow && dataShow.display; + if ( restoreDisplay == null ) { + restoreDisplay = dataPriv.get( elem, "display" ); + } + display = jQuery.css( elem, "display" ); + if ( display === "none" ) { + if ( restoreDisplay ) { + display = restoreDisplay; + } else { + + // Get nonempty value(s) by temporarily forcing visibility + showHide( [ elem ], true ); + restoreDisplay = elem.style.display || restoreDisplay; + display = jQuery.css( elem, "display" ); + showHide( [ elem ] ); + } + } + + // Animate inline elements as inline-block + if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) { + if ( jQuery.css( elem, "float" ) === "none" ) { + + // Restore the original display value at the end of pure show/hide animations + if ( !propTween ) { + anim.done( function() { + style.display = restoreDisplay; + } ); + if ( restoreDisplay == null ) { + display = style.display; + restoreDisplay = display === "none" ? "" : display; + } + } + style.display = "inline-block"; + } + } + } + + if ( opts.overflow ) { + style.overflow = "hidden"; + anim.always( function() { + style.overflow = opts.overflow[ 0 ]; + style.overflowX = opts.overflow[ 1 ]; + style.overflowY = opts.overflow[ 2 ]; + } ); + } + + // Implement show/hide animations + propTween = false; + for ( prop in orig ) { + + // General show/hide setup for this element animation + if ( !propTween ) { + if ( dataShow ) { + if ( "hidden" in dataShow ) { + hidden = dataShow.hidden; + } + } else { + dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } ); + } + + // Store hidden/visible for toggle so `.stop().toggle()` "reverses" + if ( toggle ) { + dataShow.hidden = !hidden; + } + + // Show elements before animating them + if ( hidden ) { + showHide( [ elem ], true ); + } + + /* eslint-disable no-loop-func */ + + anim.done( function() { + + /* eslint-enable no-loop-func */ + + // The final step of a "hide" animation is actually hiding the element + if ( !hidden ) { + showHide( [ elem ] ); + } + dataPriv.remove( elem, "fxshow" ); + for ( prop in orig ) { + jQuery.style( elem, prop, orig[ prop ] ); + } + } ); + } + + // Per-property setup + propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim ); + if ( !( prop in dataShow ) ) { + dataShow[ prop ] = propTween.start; + if ( hidden ) { + propTween.end = propTween.start; + propTween.start = 0; + } + } + } +} + +function propFilter( props, specialEasing ) { + var index, name, easing, value, hooks; + + // camelCase, specialEasing and expand cssHook pass + for ( index in props ) { + name = camelCase( index ); + easing = specialEasing[ name ]; + value = props[ index ]; + if ( Array.isArray( value ) ) { + easing = value[ 1 ]; + value = props[ index ] = value[ 0 ]; + } + + if ( index !== name ) { + props[ name ] = value; + delete props[ index ]; + } + + hooks = jQuery.cssHooks[ name ]; + if ( hooks && "expand" in hooks ) { + value = hooks.expand( value ); + delete props[ name ]; + + // Not quite $.extend, this won't overwrite existing keys. + // Reusing 'index' because we have the correct "name" + for ( index in value ) { + if ( !( index in props ) ) { + props[ index ] = value[ index ]; + specialEasing[ index ] = easing; + } + } + } else { + specialEasing[ name ] = easing; + } + } +} + +function Animation( elem, properties, options ) { + var result, + stopped, + index = 0, + length = Animation.prefilters.length, + deferred = jQuery.Deferred().always( function() { + + // Don't match elem in the :animated selector + delete tick.elem; + } ), + tick = function() { + if ( stopped ) { + return false; + } + var currentTime = fxNow || createFxNow(), + remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ), + + // Support: Android 2.3 only + // Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497) + temp = remaining / animation.duration || 0, + percent = 1 - temp, + index = 0, + length = animation.tweens.length; + + for ( ; index < length; index++ ) { + animation.tweens[ index ].run( percent ); + } + + deferred.notifyWith( elem, [ animation, percent, remaining ] ); + + // If there's more to do, yield + if ( percent < 1 && length ) { + return remaining; + } + + // If this was an empty animation, synthesize a final progress notification + if ( !length ) { + deferred.notifyWith( elem, [ animation, 1, 0 ] ); + } + + // Resolve the animation and report its conclusion + deferred.resolveWith( elem, [ animation ] ); + return false; + }, + animation = deferred.promise( { + elem: elem, + props: jQuery.extend( {}, properties ), + opts: jQuery.extend( true, { + specialEasing: {}, + easing: jQuery.easing._default + }, options ), + originalProperties: properties, + originalOptions: options, + startTime: fxNow || createFxNow(), + duration: options.duration, + tweens: [], + createTween: function( prop, end ) { + var tween = jQuery.Tween( elem, animation.opts, prop, end, + animation.opts.specialEasing[ prop ] || animation.opts.easing ); + animation.tweens.push( tween ); + return tween; + }, + stop: function( gotoEnd ) { + var index = 0, + + // If we are going to the end, we want to run all the tweens + // otherwise we skip this part + length = gotoEnd ? animation.tweens.length : 0; + if ( stopped ) { + return this; + } + stopped = true; + for ( ; index < length; index++ ) { + animation.tweens[ index ].run( 1 ); + } + + // Resolve when we played the last frame; otherwise, reject + if ( gotoEnd ) { + deferred.notifyWith( elem, [ animation, 1, 0 ] ); + deferred.resolveWith( elem, [ animation, gotoEnd ] ); + } else { + deferred.rejectWith( elem, [ animation, gotoEnd ] ); + } + return this; + } + } ), + props = animation.props; + + propFilter( props, animation.opts.specialEasing ); + + for ( ; index < length; index++ ) { + result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts ); + if ( result ) { + if ( isFunction( result.stop ) ) { + jQuery._queueHooks( animation.elem, animation.opts.queue ).stop = + result.stop.bind( result ); + } + return result; + } + } + + jQuery.map( props, createTween, animation ); + + if ( isFunction( animation.opts.start ) ) { + animation.opts.start.call( elem, animation ); + } + + // Attach callbacks from options + animation + .progress( animation.opts.progress ) + .done( animation.opts.done, animation.opts.complete ) + .fail( animation.opts.fail ) + .always( animation.opts.always ); + + jQuery.fx.timer( + jQuery.extend( tick, { + elem: elem, + anim: animation, + queue: animation.opts.queue + } ) + ); + + return animation; +} + +jQuery.Animation = jQuery.extend( Animation, { + + tweeners: { + "*": [ function( prop, value ) { + var tween = this.createTween( prop, value ); + adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween ); + return tween; + } ] + }, + + tweener: function( props, callback ) { + if ( isFunction( props ) ) { + callback = props; + props = [ "*" ]; + } else { + props = props.match( rnothtmlwhite ); + } + + var prop, + index = 0, + length = props.length; + + for ( ; index < length; index++ ) { + prop = props[ index ]; + Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || []; + Animation.tweeners[ prop ].unshift( callback ); + } + }, + + prefilters: [ defaultPrefilter ], + + prefilter: function( callback, prepend ) { + if ( prepend ) { + Animation.prefilters.unshift( callback ); + } else { + Animation.prefilters.push( callback ); + } + } +} ); + +jQuery.speed = function( speed, easing, fn ) { + var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : { + complete: fn || !fn && easing || + isFunction( speed ) && speed, + duration: speed, + easing: fn && easing || easing && !isFunction( easing ) && easing + }; + + // Go to the end state if fx are off + if ( jQuery.fx.off ) { + opt.duration = 0; + + } else { + if ( typeof opt.duration !== "number" ) { + if ( opt.duration in jQuery.fx.speeds ) { + opt.duration = jQuery.fx.speeds[ opt.duration ]; + + } else { + opt.duration = jQuery.fx.speeds._default; + } + } + } + + // Normalize opt.queue - true/undefined/null -> "fx" + if ( opt.queue == null || opt.queue === true ) { + opt.queue = "fx"; + } + + // Queueing + opt.old = opt.complete; + + opt.complete = function() { + if ( isFunction( opt.old ) ) { + opt.old.call( this ); + } + + if ( opt.queue ) { + jQuery.dequeue( this, opt.queue ); + } + }; + + return opt; +}; + +jQuery.fn.extend( { + fadeTo: function( speed, to, easing, callback ) { + + // Show any hidden elements after setting opacity to 0 + return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show() + + // Animate to the value specified + .end().animate( { opacity: to }, speed, easing, callback ); + }, + animate: function( prop, speed, easing, callback ) { + var empty = jQuery.isEmptyObject( prop ), + optall = jQuery.speed( speed, easing, callback ), + doAnimation = function() { + + // Operate on a copy of prop so per-property easing won't be lost + var anim = Animation( this, jQuery.extend( {}, prop ), optall ); + + // Empty animations, or finishing resolves immediately + if ( empty || dataPriv.get( this, "finish" ) ) { + anim.stop( true ); + } + }; + + doAnimation.finish = doAnimation; + + return empty || optall.queue === false ? + this.each( doAnimation ) : + this.queue( optall.queue, doAnimation ); + }, + stop: function( type, clearQueue, gotoEnd ) { + var stopQueue = function( hooks ) { + var stop = hooks.stop; + delete hooks.stop; + stop( gotoEnd ); + }; + + if ( typeof type !== "string" ) { + gotoEnd = clearQueue; + clearQueue = type; + type = undefined; + } + if ( clearQueue ) { + this.queue( type || "fx", [] ); + } + + return this.each( function() { + var dequeue = true, + index = type != null && type + "queueHooks", + timers = jQuery.timers, + data = dataPriv.get( this ); + + if ( index ) { + if ( data[ index ] && data[ index ].stop ) { + stopQueue( data[ index ] ); + } + } else { + for ( index in data ) { + if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) { + stopQueue( data[ index ] ); + } + } + } + + for ( index = timers.length; index--; ) { + if ( timers[ index ].elem === this && + ( type == null || timers[ index ].queue === type ) ) { + + timers[ index ].anim.stop( gotoEnd ); + dequeue = false; + timers.splice( index, 1 ); + } + } + + // Start the next in the queue if the last step wasn't forced. + // Timers currently will call their complete callbacks, which + // will dequeue but only if they were gotoEnd. + if ( dequeue || !gotoEnd ) { + jQuery.dequeue( this, type ); + } + } ); + }, + finish: function( type ) { + if ( type !== false ) { + type = type || "fx"; + } + return this.each( function() { + var index, + data = dataPriv.get( this ), + queue = data[ type + "queue" ], + hooks = data[ type + "queueHooks" ], + timers = jQuery.timers, + length = queue ? queue.length : 0; + + // Enable finishing flag on private data + data.finish = true; + + // Empty the queue first + jQuery.queue( this, type, [] ); + + if ( hooks && hooks.stop ) { + hooks.stop.call( this, true ); + } + + // Look for any active animations, and finish them + for ( index = timers.length; index--; ) { + if ( timers[ index ].elem === this && timers[ index ].queue === type ) { + timers[ index ].anim.stop( true ); + timers.splice( index, 1 ); + } + } + + // Look for any animations in the old queue and finish them + for ( index = 0; index < length; index++ ) { + if ( queue[ index ] && queue[ index ].finish ) { + queue[ index ].finish.call( this ); + } + } + + // Turn off finishing flag + delete data.finish; + } ); + } +} ); + +jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) { + var cssFn = jQuery.fn[ name ]; + jQuery.fn[ name ] = function( speed, easing, callback ) { + return speed == null || typeof speed === "boolean" ? + cssFn.apply( this, arguments ) : + this.animate( genFx( name, true ), speed, easing, callback ); + }; +} ); + +// Generate shortcuts for custom animations +jQuery.each( { + slideDown: genFx( "show" ), + slideUp: genFx( "hide" ), + slideToggle: genFx( "toggle" ), + fadeIn: { opacity: "show" }, + fadeOut: { opacity: "hide" }, + fadeToggle: { opacity: "toggle" } +}, function( name, props ) { + jQuery.fn[ name ] = function( speed, easing, callback ) { + return this.animate( props, speed, easing, callback ); + }; +} ); + +jQuery.timers = []; +jQuery.fx.tick = function() { + var timer, + i = 0, + timers = jQuery.timers; + + fxNow = Date.now(); + + for ( ; i < timers.length; i++ ) { + timer = timers[ i ]; + + // Run the timer and safely remove it when done (allowing for external removal) + if ( !timer() && timers[ i ] === timer ) { + timers.splice( i--, 1 ); + } + } + + if ( !timers.length ) { + jQuery.fx.stop(); + } + fxNow = undefined; +}; + +jQuery.fx.timer = function( timer ) { + jQuery.timers.push( timer ); + jQuery.fx.start(); +}; + +jQuery.fx.interval = 13; +jQuery.fx.start = function() { + if ( inProgress ) { + return; + } + + inProgress = true; + schedule(); +}; + +jQuery.fx.stop = function() { + inProgress = null; +}; + +jQuery.fx.speeds = { + slow: 600, + fast: 200, + + // Default speed + _default: 400 +}; + + +// Based off of the plugin by Clint Helfers, with permission. +// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/ +jQuery.fn.delay = function( time, type ) { + time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time; + type = type || "fx"; + + return this.queue( type, function( next, hooks ) { + var timeout = window.setTimeout( next, time ); + hooks.stop = function() { + window.clearTimeout( timeout ); + }; + } ); +}; + + +( function() { + var input = document.createElement( "input" ), + select = document.createElement( "select" ), + opt = select.appendChild( document.createElement( "option" ) ); + + input.type = "checkbox"; + + // Support: Android <=4.3 only + // Default value for a checkbox should be "on" + support.checkOn = input.value !== ""; + + // Support: IE <=11 only + // Must access selectedIndex to make default options select + support.optSelected = opt.selected; + + // Support: IE <=11 only + // An input loses its value after becoming a radio + input = document.createElement( "input" ); + input.value = "t"; + input.type = "radio"; + support.radioValue = input.value === "t"; +} )(); + + +var boolHook, + attrHandle = jQuery.expr.attrHandle; + +jQuery.fn.extend( { + attr: function( name, value ) { + return access( this, jQuery.attr, name, value, arguments.length > 1 ); + }, + + removeAttr: function( name ) { + return this.each( function() { + jQuery.removeAttr( this, name ); + } ); + } +} ); + +jQuery.extend( { + attr: function( elem, name, value ) { + var ret, hooks, + nType = elem.nodeType; + + // Don't get/set attributes on text, comment and attribute nodes + if ( nType === 3 || nType === 8 || nType === 2 ) { + return; + } + + // Fallback to prop when attributes are not supported + if ( typeof elem.getAttribute === "undefined" ) { + return jQuery.prop( elem, name, value ); + } + + // Attribute hooks are determined by the lowercase version + // Grab necessary hook if one is defined + if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { + hooks = jQuery.attrHooks[ name.toLowerCase() ] || + ( jQuery.expr.match.bool.test( name ) ? boolHook : undefined ); + } + + if ( value !== undefined ) { + if ( value === null ) { + jQuery.removeAttr( elem, name ); + return; + } + + if ( hooks && "set" in hooks && + ( ret = hooks.set( elem, value, name ) ) !== undefined ) { + return ret; + } + + elem.setAttribute( name, value + "" ); + return value; + } + + if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { + return ret; + } + + ret = jQuery.find.attr( elem, name ); + + // Non-existent attributes return null, we normalize to undefined + return ret == null ? undefined : ret; + }, + + attrHooks: { + type: { + set: function( elem, value ) { + if ( !support.radioValue && value === "radio" && + nodeName( elem, "input" ) ) { + var val = elem.value; + elem.setAttribute( "type", value ); + if ( val ) { + elem.value = val; + } + return value; + } + } + } + }, + + removeAttr: function( elem, value ) { + var name, + i = 0, + + // Attribute names can contain non-HTML whitespace characters + // https://html.spec.whatwg.org/multipage/syntax.html#attributes-2 + attrNames = value && value.match( rnothtmlwhite ); + + if ( attrNames && elem.nodeType === 1 ) { + while ( ( name = attrNames[ i++ ] ) ) { + elem.removeAttribute( name ); + } + } + } +} ); + +// Hooks for boolean attributes +boolHook = { + set: function( elem, value, name ) { + if ( value === false ) { + + // Remove boolean attributes when set to false + jQuery.removeAttr( elem, name ); + } else { + elem.setAttribute( name, name ); + } + return name; + } +}; + +jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) { + var getter = attrHandle[ name ] || jQuery.find.attr; + + attrHandle[ name ] = function( elem, name, isXML ) { + var ret, handle, + lowercaseName = name.toLowerCase(); + + if ( !isXML ) { + + // Avoid an infinite loop by temporarily removing this function from the getter + handle = attrHandle[ lowercaseName ]; + attrHandle[ lowercaseName ] = ret; + ret = getter( elem, name, isXML ) != null ? + lowercaseName : + null; + attrHandle[ lowercaseName ] = handle; + } + return ret; + }; +} ); + + + + +var rfocusable = /^(?:input|select|textarea|button)$/i, + rclickable = /^(?:a|area)$/i; + +jQuery.fn.extend( { + prop: function( name, value ) { + return access( this, jQuery.prop, name, value, arguments.length > 1 ); + }, + + removeProp: function( name ) { + return this.each( function() { + delete this[ jQuery.propFix[ name ] || name ]; + } ); + } +} ); + +jQuery.extend( { + prop: function( elem, name, value ) { + var ret, hooks, + nType = elem.nodeType; + + // Don't get/set properties on text, comment and attribute nodes + if ( nType === 3 || nType === 8 || nType === 2 ) { + return; + } + + if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { + + // Fix name and attach hooks + name = jQuery.propFix[ name ] || name; + hooks = jQuery.propHooks[ name ]; + } + + if ( value !== undefined ) { + if ( hooks && "set" in hooks && + ( ret = hooks.set( elem, value, name ) ) !== undefined ) { + return ret; + } + + return ( elem[ name ] = value ); + } + + if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { + return ret; + } + + return elem[ name ]; + }, + + propHooks: { + tabIndex: { + get: function( elem ) { + + // Support: IE <=9 - 11 only + // elem.tabIndex doesn't always return the + // correct value when it hasn't been explicitly set + // https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/ + // Use proper attribute retrieval(#12072) + var tabindex = jQuery.find.attr( elem, "tabindex" ); + + if ( tabindex ) { + return parseInt( tabindex, 10 ); + } + + if ( + rfocusable.test( elem.nodeName ) || + rclickable.test( elem.nodeName ) && + elem.href + ) { + return 0; + } + + return -1; + } + } + }, + + propFix: { + "for": "htmlFor", + "class": "className" + } +} ); + +// Support: IE <=11 only +// Accessing the selectedIndex property +// forces the browser to respect setting selected +// on the option +// The getter ensures a default option is selected +// when in an optgroup +// eslint rule "no-unused-expressions" is disabled for this code +// since it considers such accessions noop +if ( !support.optSelected ) { + jQuery.propHooks.selected = { + get: function( elem ) { + + /* eslint no-unused-expressions: "off" */ + + var parent = elem.parentNode; + if ( parent && parent.parentNode ) { + parent.parentNode.selectedIndex; + } + return null; + }, + set: function( elem ) { + + /* eslint no-unused-expressions: "off" */ + + var parent = elem.parentNode; + if ( parent ) { + parent.selectedIndex; + + if ( parent.parentNode ) { + parent.parentNode.selectedIndex; + } + } + } + }; +} + +jQuery.each( [ + "tabIndex", + "readOnly", + "maxLength", + "cellSpacing", + "cellPadding", + "rowSpan", + "colSpan", + "useMap", + "frameBorder", + "contentEditable" +], function() { + jQuery.propFix[ this.toLowerCase() ] = this; +} ); + + + + + // Strip and collapse whitespace according to HTML spec + // https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace + function stripAndCollapse( value ) { + var tokens = value.match( rnothtmlwhite ) || []; + return tokens.join( " " ); + } + + +function getClass( elem ) { + return elem.getAttribute && elem.getAttribute( "class" ) || ""; +} + +function classesToArray( value ) { + if ( Array.isArray( value ) ) { + return value; + } + if ( typeof value === "string" ) { + return value.match( rnothtmlwhite ) || []; + } + return []; +} + +jQuery.fn.extend( { + addClass: function( value ) { + var classes, elem, cur, curValue, clazz, j, finalValue, + i = 0; + + if ( isFunction( value ) ) { + return this.each( function( j ) { + jQuery( this ).addClass( value.call( this, j, getClass( this ) ) ); + } ); + } + + classes = classesToArray( value ); + + if ( classes.length ) { + while ( ( elem = this[ i++ ] ) ) { + curValue = getClass( elem ); + cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); + + if ( cur ) { + j = 0; + while ( ( clazz = classes[ j++ ] ) ) { + if ( cur.indexOf( " " + clazz + " " ) < 0 ) { + cur += clazz + " "; + } + } + + // Only assign if different to avoid unneeded rendering. + finalValue = stripAndCollapse( cur ); + if ( curValue !== finalValue ) { + elem.setAttribute( "class", finalValue ); + } + } + } + } + + return this; + }, + + removeClass: function( value ) { + var classes, elem, cur, curValue, clazz, j, finalValue, + i = 0; + + if ( isFunction( value ) ) { + return this.each( function( j ) { + jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) ); + } ); + } + + if ( !arguments.length ) { + return this.attr( "class", "" ); + } + + classes = classesToArray( value ); + + if ( classes.length ) { + while ( ( elem = this[ i++ ] ) ) { + curValue = getClass( elem ); + + // This expression is here for better compressibility (see addClass) + cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); + + if ( cur ) { + j = 0; + while ( ( clazz = classes[ j++ ] ) ) { + + // Remove *all* instances + while ( cur.indexOf( " " + clazz + " " ) > -1 ) { + cur = cur.replace( " " + clazz + " ", " " ); + } + } + + // Only assign if different to avoid unneeded rendering. + finalValue = stripAndCollapse( cur ); + if ( curValue !== finalValue ) { + elem.setAttribute( "class", finalValue ); + } + } + } + } + + return this; + }, + + toggleClass: function( value, stateVal ) { + var type = typeof value, + isValidValue = type === "string" || Array.isArray( value ); + + if ( typeof stateVal === "boolean" && isValidValue ) { + return stateVal ? this.addClass( value ) : this.removeClass( value ); + } + + if ( isFunction( value ) ) { + return this.each( function( i ) { + jQuery( this ).toggleClass( + value.call( this, i, getClass( this ), stateVal ), + stateVal + ); + } ); + } + + return this.each( function() { + var className, i, self, classNames; + + if ( isValidValue ) { + + // Toggle individual class names + i = 0; + self = jQuery( this ); + classNames = classesToArray( value ); + + while ( ( className = classNames[ i++ ] ) ) { + + // Check each className given, space separated list + if ( self.hasClass( className ) ) { + self.removeClass( className ); + } else { + self.addClass( className ); + } + } + + // Toggle whole class name + } else if ( value === undefined || type === "boolean" ) { + className = getClass( this ); + if ( className ) { + + // Store className if set + dataPriv.set( this, "__className__", className ); + } + + // If the element has a class name or if we're passed `false`, + // then remove the whole classname (if there was one, the above saved it). + // Otherwise bring back whatever was previously saved (if anything), + // falling back to the empty string if nothing was stored. + if ( this.setAttribute ) { + this.setAttribute( "class", + className || value === false ? + "" : + dataPriv.get( this, "__className__" ) || "" + ); + } + } + } ); + }, + + hasClass: function( selector ) { + var className, elem, + i = 0; + + className = " " + selector + " "; + while ( ( elem = this[ i++ ] ) ) { + if ( elem.nodeType === 1 && + ( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) { + return true; + } + } + + return false; + } +} ); + + + + +var rreturn = /\r/g; + +jQuery.fn.extend( { + val: function( value ) { + var hooks, ret, valueIsFunction, + elem = this[ 0 ]; + + if ( !arguments.length ) { + if ( elem ) { + hooks = jQuery.valHooks[ elem.type ] || + jQuery.valHooks[ elem.nodeName.toLowerCase() ]; + + if ( hooks && + "get" in hooks && + ( ret = hooks.get( elem, "value" ) ) !== undefined + ) { + return ret; + } + + ret = elem.value; + + // Handle most common string cases + if ( typeof ret === "string" ) { + return ret.replace( rreturn, "" ); + } + + // Handle cases where value is null/undef or number + return ret == null ? "" : ret; + } + + return; + } + + valueIsFunction = isFunction( value ); + + return this.each( function( i ) { + var val; + + if ( this.nodeType !== 1 ) { + return; + } + + if ( valueIsFunction ) { + val = value.call( this, i, jQuery( this ).val() ); + } else { + val = value; + } + + // Treat null/undefined as ""; convert numbers to string + if ( val == null ) { + val = ""; + + } else if ( typeof val === "number" ) { + val += ""; + + } else if ( Array.isArray( val ) ) { + val = jQuery.map( val, function( value ) { + return value == null ? "" : value + ""; + } ); + } + + hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ]; + + // If set returns undefined, fall back to normal setting + if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) { + this.value = val; + } + } ); + } +} ); + +jQuery.extend( { + valHooks: { + option: { + get: function( elem ) { + + var val = jQuery.find.attr( elem, "value" ); + return val != null ? + val : + + // Support: IE <=10 - 11 only + // option.text throws exceptions (#14686, #14858) + // Strip and collapse whitespace + // https://html.spec.whatwg.org/#strip-and-collapse-whitespace + stripAndCollapse( jQuery.text( elem ) ); + } + }, + select: { + get: function( elem ) { + var value, option, i, + options = elem.options, + index = elem.selectedIndex, + one = elem.type === "select-one", + values = one ? null : [], + max = one ? index + 1 : options.length; + + if ( index < 0 ) { + i = max; + + } else { + i = one ? index : 0; + } + + // Loop through all the selected options + for ( ; i < max; i++ ) { + option = options[ i ]; + + // Support: IE <=9 only + // IE8-9 doesn't update selected after form reset (#2551) + if ( ( option.selected || i === index ) && + + // Don't return options that are disabled or in a disabled optgroup + !option.disabled && + ( !option.parentNode.disabled || + !nodeName( option.parentNode, "optgroup" ) ) ) { + + // Get the specific value for the option + value = jQuery( option ).val(); + + // We don't need an array for one selects + if ( one ) { + return value; + } + + // Multi-Selects return an array + values.push( value ); + } + } + + return values; + }, + + set: function( elem, value ) { + var optionSet, option, + options = elem.options, + values = jQuery.makeArray( value ), + i = options.length; + + while ( i-- ) { + option = options[ i ]; + + /* eslint-disable no-cond-assign */ + + if ( option.selected = + jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1 + ) { + optionSet = true; + } + + /* eslint-enable no-cond-assign */ + } + + // Force browsers to behave consistently when non-matching value is set + if ( !optionSet ) { + elem.selectedIndex = -1; + } + return values; + } + } + } +} ); + +// Radios and checkboxes getter/setter +jQuery.each( [ "radio", "checkbox" ], function() { + jQuery.valHooks[ this ] = { + set: function( elem, value ) { + if ( Array.isArray( value ) ) { + return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 ); + } + } + }; + if ( !support.checkOn ) { + jQuery.valHooks[ this ].get = function( elem ) { + return elem.getAttribute( "value" ) === null ? "on" : elem.value; + }; + } +} ); + + + + +// Return jQuery for attributes-only inclusion + + +support.focusin = "onfocusin" in window; + + +var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, + stopPropagationCallback = function( e ) { + e.stopPropagation(); + }; + +jQuery.extend( jQuery.event, { + + trigger: function( event, data, elem, onlyHandlers ) { + + var i, cur, tmp, bubbleType, ontype, handle, special, lastElement, + eventPath = [ elem || document ], + type = hasOwn.call( event, "type" ) ? event.type : event, + namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : []; + + cur = lastElement = tmp = elem = elem || document; + + // Don't do events on text and comment nodes + if ( elem.nodeType === 3 || elem.nodeType === 8 ) { + return; + } + + // focus/blur morphs to focusin/out; ensure we're not firing them right now + if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { + return; + } + + if ( type.indexOf( "." ) > -1 ) { + + // Namespaced trigger; create a regexp to match event type in handle() + namespaces = type.split( "." ); + type = namespaces.shift(); + namespaces.sort(); + } + ontype = type.indexOf( ":" ) < 0 && "on" + type; + + // Caller can pass in a jQuery.Event object, Object, or just an event type string + event = event[ jQuery.expando ] ? + event : + new jQuery.Event( type, typeof event === "object" && event ); + + // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) + event.isTrigger = onlyHandlers ? 2 : 3; + event.namespace = namespaces.join( "." ); + event.rnamespace = event.namespace ? + new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) : + null; + + // Clean up the event in case it is being reused + event.result = undefined; + if ( !event.target ) { + event.target = elem; + } + + // Clone any incoming data and prepend the event, creating the handler arg list + data = data == null ? + [ event ] : + jQuery.makeArray( data, [ event ] ); + + // Allow special events to draw outside the lines + special = jQuery.event.special[ type ] || {}; + if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { + return; + } + + // Determine event propagation path in advance, per W3C events spec (#9951) + // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) + if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) { + + bubbleType = special.delegateType || type; + if ( !rfocusMorph.test( bubbleType + type ) ) { + cur = cur.parentNode; + } + for ( ; cur; cur = cur.parentNode ) { + eventPath.push( cur ); + tmp = cur; + } + + // Only add window if we got to document (e.g., not plain obj or detached DOM) + if ( tmp === ( elem.ownerDocument || document ) ) { + eventPath.push( tmp.defaultView || tmp.parentWindow || window ); + } + } + + // Fire handlers on the event path + i = 0; + while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) { + lastElement = cur; + event.type = i > 1 ? + bubbleType : + special.bindType || type; + + // jQuery handler + handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] && + dataPriv.get( cur, "handle" ); + if ( handle ) { + handle.apply( cur, data ); + } + + // Native handler + handle = ontype && cur[ ontype ]; + if ( handle && handle.apply && acceptData( cur ) ) { + event.result = handle.apply( cur, data ); + if ( event.result === false ) { + event.preventDefault(); + } + } + } + event.type = type; + + // If nobody prevented the default action, do it now + if ( !onlyHandlers && !event.isDefaultPrevented() ) { + + if ( ( !special._default || + special._default.apply( eventPath.pop(), data ) === false ) && + acceptData( elem ) ) { + + // Call a native DOM method on the target with the same name as the event. + // Don't do default actions on window, that's where global variables be (#6170) + if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) { + + // Don't re-trigger an onFOO event when we call its FOO() method + tmp = elem[ ontype ]; + + if ( tmp ) { + elem[ ontype ] = null; + } + + // Prevent re-triggering of the same event, since we already bubbled it above + jQuery.event.triggered = type; + + if ( event.isPropagationStopped() ) { + lastElement.addEventListener( type, stopPropagationCallback ); + } + + elem[ type ](); + + if ( event.isPropagationStopped() ) { + lastElement.removeEventListener( type, stopPropagationCallback ); + } + + jQuery.event.triggered = undefined; + + if ( tmp ) { + elem[ ontype ] = tmp; + } + } + } + } + + return event.result; + }, + + // Piggyback on a donor event to simulate a different one + // Used only for `focus(in | out)` events + simulate: function( type, elem, event ) { + var e = jQuery.extend( + new jQuery.Event(), + event, + { + type: type, + isSimulated: true + } + ); + + jQuery.event.trigger( e, null, elem ); + } + +} ); + +jQuery.fn.extend( { + + trigger: function( type, data ) { + return this.each( function() { + jQuery.event.trigger( type, data, this ); + } ); + }, + triggerHandler: function( type, data ) { + var elem = this[ 0 ]; + if ( elem ) { + return jQuery.event.trigger( type, data, elem, true ); + } + } +} ); + + +// Support: Firefox <=44 +// Firefox doesn't have focus(in | out) events +// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787 +// +// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1 +// focus(in | out) events fire after focus & blur events, +// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order +// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857 +if ( !support.focusin ) { + jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) { + + // Attach a single capturing handler on the document while someone wants focusin/focusout + var handler = function( event ) { + jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) ); + }; + + jQuery.event.special[ fix ] = { + setup: function() { + + // Handle: regular nodes (via `this.ownerDocument`), window + // (via `this.document`) & document (via `this`). + var doc = this.ownerDocument || this.document || this, + attaches = dataPriv.access( doc, fix ); + + if ( !attaches ) { + doc.addEventListener( orig, handler, true ); + } + dataPriv.access( doc, fix, ( attaches || 0 ) + 1 ); + }, + teardown: function() { + var doc = this.ownerDocument || this.document || this, + attaches = dataPriv.access( doc, fix ) - 1; + + if ( !attaches ) { + doc.removeEventListener( orig, handler, true ); + dataPriv.remove( doc, fix ); + + } else { + dataPriv.access( doc, fix, attaches ); + } + } + }; + } ); +} +var location = window.location; + +var nonce = { guid: Date.now() }; + +var rquery = ( /\?/ ); + + + +// Cross-browser xml parsing +jQuery.parseXML = function( data ) { + var xml, parserErrorElem; + if ( !data || typeof data !== "string" ) { + return null; + } + + // Support: IE 9 - 11 only + // IE throws on parseFromString with invalid input. + try { + xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); + } catch ( e ) {} + + parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ]; + if ( !xml || parserErrorElem ) { + jQuery.error( "Invalid XML: " + ( + parserErrorElem ? + jQuery.map( parserErrorElem.childNodes, function( el ) { + return el.textContent; + } ).join( "\n" ) : + data + ) ); + } + return xml; +}; + + +var + rbracket = /\[\]$/, + rCRLF = /\r?\n/g, + rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i, + rsubmittable = /^(?:input|select|textarea|keygen)/i; + +function buildParams( prefix, obj, traditional, add ) { + var name; + + if ( Array.isArray( obj ) ) { + + // Serialize array item. + jQuery.each( obj, function( i, v ) { + if ( traditional || rbracket.test( prefix ) ) { + + // Treat each array item as a scalar. + add( prefix, v ); + + } else { + + // Item is non-scalar (array or object), encode its numeric index. + buildParams( + prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]", + v, + traditional, + add + ); + } + } ); + + } else if ( !traditional && toType( obj ) === "object" ) { + + // Serialize object item. + for ( name in obj ) { + buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add ); + } + + } else { + + // Serialize scalar item. + add( prefix, obj ); + } +} + +// Serialize an array of form elements or a set of +// key/values into a query string +jQuery.param = function( a, traditional ) { + var prefix, + s = [], + add = function( key, valueOrFunction ) { + + // If value is a function, invoke it and use its return value + var value = isFunction( valueOrFunction ) ? + valueOrFunction() : + valueOrFunction; + + s[ s.length ] = encodeURIComponent( key ) + "=" + + encodeURIComponent( value == null ? "" : value ); + }; + + if ( a == null ) { + return ""; + } + + // If an array was passed in, assume that it is an array of form elements. + if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) { + + // Serialize the form elements + jQuery.each( a, function() { + add( this.name, this.value ); + } ); + + } else { + + // If traditional, encode the "old" way (the way 1.3.2 or older + // did it), otherwise encode params recursively. + for ( prefix in a ) { + buildParams( prefix, a[ prefix ], traditional, add ); + } + } + + // Return the resulting serialization + return s.join( "&" ); +}; + +jQuery.fn.extend( { + serialize: function() { + return jQuery.param( this.serializeArray() ); + }, + serializeArray: function() { + return this.map( function() { + + // Can add propHook for "elements" to filter or add form elements + var elements = jQuery.prop( this, "elements" ); + return elements ? jQuery.makeArray( elements ) : this; + } ).filter( function() { + var type = this.type; + + // Use .is( ":disabled" ) so that fieldset[disabled] works + return this.name && !jQuery( this ).is( ":disabled" ) && + rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && + ( this.checked || !rcheckableType.test( type ) ); + } ).map( function( _i, elem ) { + var val = jQuery( this ).val(); + + if ( val == null ) { + return null; + } + + if ( Array.isArray( val ) ) { + return jQuery.map( val, function( val ) { + return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; + } ); + } + + return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; + } ).get(); + } +} ); + + +var + r20 = /%20/g, + rhash = /#.*$/, + rantiCache = /([?&])_=[^&]*/, + rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg, + + // #7653, #8125, #8152: local protocol detection + rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/, + rnoContent = /^(?:GET|HEAD)$/, + rprotocol = /^\/\//, + + /* Prefilters + * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example) + * 2) These are called: + * - BEFORE asking for a transport + * - AFTER param serialization (s.data is a string if s.processData is true) + * 3) key is the dataType + * 4) the catchall symbol "*" can be used + * 5) execution will start with transport dataType and THEN continue down to "*" if needed + */ + prefilters = {}, + + /* Transports bindings + * 1) key is the dataType + * 2) the catchall symbol "*" can be used + * 3) selection will start with transport dataType and THEN go to "*" if needed + */ + transports = {}, + + // Avoid comment-prolog char sequence (#10098); must appease lint and evade compression + allTypes = "*/".concat( "*" ), + + // Anchor tag for parsing the document origin + originAnchor = document.createElement( "a" ); + +originAnchor.href = location.href; + +// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport +function addToPrefiltersOrTransports( structure ) { + + // dataTypeExpression is optional and defaults to "*" + return function( dataTypeExpression, func ) { + + if ( typeof dataTypeExpression !== "string" ) { + func = dataTypeExpression; + dataTypeExpression = "*"; + } + + var dataType, + i = 0, + dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || []; + + if ( isFunction( func ) ) { + + // For each dataType in the dataTypeExpression + while ( ( dataType = dataTypes[ i++ ] ) ) { + + // Prepend if requested + if ( dataType[ 0 ] === "+" ) { + dataType = dataType.slice( 1 ) || "*"; + ( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func ); + + // Otherwise append + } else { + ( structure[ dataType ] = structure[ dataType ] || [] ).push( func ); + } + } + } + }; +} + +// Base inspection function for prefilters and transports +function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) { + + var inspected = {}, + seekingTransport = ( structure === transports ); + + function inspect( dataType ) { + var selected; + inspected[ dataType ] = true; + jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) { + var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR ); + if ( typeof dataTypeOrTransport === "string" && + !seekingTransport && !inspected[ dataTypeOrTransport ] ) { + + options.dataTypes.unshift( dataTypeOrTransport ); + inspect( dataTypeOrTransport ); + return false; + } else if ( seekingTransport ) { + return !( selected = dataTypeOrTransport ); + } + } ); + return selected; + } + + return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" ); +} + +// A special extend for ajax options +// that takes "flat" options (not to be deep extended) +// Fixes #9887 +function ajaxExtend( target, src ) { + var key, deep, + flatOptions = jQuery.ajaxSettings.flatOptions || {}; + + for ( key in src ) { + if ( src[ key ] !== undefined ) { + ( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ]; + } + } + if ( deep ) { + jQuery.extend( true, target, deep ); + } + + return target; +} + +/* Handles responses to an ajax request: + * - finds the right dataType (mediates between content-type and expected dataType) + * - returns the corresponding response + */ +function ajaxHandleResponses( s, jqXHR, responses ) { + + var ct, type, finalDataType, firstDataType, + contents = s.contents, + dataTypes = s.dataTypes; + + // Remove auto dataType and get content-type in the process + while ( dataTypes[ 0 ] === "*" ) { + dataTypes.shift(); + if ( ct === undefined ) { + ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" ); + } + } + + // Check if we're dealing with a known content-type + if ( ct ) { + for ( type in contents ) { + if ( contents[ type ] && contents[ type ].test( ct ) ) { + dataTypes.unshift( type ); + break; + } + } + } + + // Check to see if we have a response for the expected dataType + if ( dataTypes[ 0 ] in responses ) { + finalDataType = dataTypes[ 0 ]; + } else { + + // Try convertible dataTypes + for ( type in responses ) { + if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) { + finalDataType = type; + break; + } + if ( !firstDataType ) { + firstDataType = type; + } + } + + // Or just use first one + finalDataType = finalDataType || firstDataType; + } + + // If we found a dataType + // We add the dataType to the list if needed + // and return the corresponding response + if ( finalDataType ) { + if ( finalDataType !== dataTypes[ 0 ] ) { + dataTypes.unshift( finalDataType ); + } + return responses[ finalDataType ]; + } +} + +/* Chain conversions given the request and the original response + * Also sets the responseXXX fields on the jqXHR instance + */ +function ajaxConvert( s, response, jqXHR, isSuccess ) { + var conv2, current, conv, tmp, prev, + converters = {}, + + // Work with a copy of dataTypes in case we need to modify it for conversion + dataTypes = s.dataTypes.slice(); + + // Create converters map with lowercased keys + if ( dataTypes[ 1 ] ) { + for ( conv in s.converters ) { + converters[ conv.toLowerCase() ] = s.converters[ conv ]; + } + } + + current = dataTypes.shift(); + + // Convert to each sequential dataType + while ( current ) { + + if ( s.responseFields[ current ] ) { + jqXHR[ s.responseFields[ current ] ] = response; + } + + // Apply the dataFilter if provided + if ( !prev && isSuccess && s.dataFilter ) { + response = s.dataFilter( response, s.dataType ); + } + + prev = current; + current = dataTypes.shift(); + + if ( current ) { + + // There's only work to do if current dataType is non-auto + if ( current === "*" ) { + + current = prev; + + // Convert response if prev dataType is non-auto and differs from current + } else if ( prev !== "*" && prev !== current ) { + + // Seek a direct converter + conv = converters[ prev + " " + current ] || converters[ "* " + current ]; + + // If none found, seek a pair + if ( !conv ) { + for ( conv2 in converters ) { + + // If conv2 outputs current + tmp = conv2.split( " " ); + if ( tmp[ 1 ] === current ) { + + // If prev can be converted to accepted input + conv = converters[ prev + " " + tmp[ 0 ] ] || + converters[ "* " + tmp[ 0 ] ]; + if ( conv ) { + + // Condense equivalence converters + if ( conv === true ) { + conv = converters[ conv2 ]; + + // Otherwise, insert the intermediate dataType + } else if ( converters[ conv2 ] !== true ) { + current = tmp[ 0 ]; + dataTypes.unshift( tmp[ 1 ] ); + } + break; + } + } + } + } + + // Apply converter (if not an equivalence) + if ( conv !== true ) { + + // Unless errors are allowed to bubble, catch and return them + if ( conv && s.throws ) { + response = conv( response ); + } else { + try { + response = conv( response ); + } catch ( e ) { + return { + state: "parsererror", + error: conv ? e : "No conversion from " + prev + " to " + current + }; + } + } + } + } + } + } + + return { state: "success", data: response }; +} + +jQuery.extend( { + + // Counter for holding the number of active queries + active: 0, + + // Last-Modified header cache for next request + lastModified: {}, + etag: {}, + + ajaxSettings: { + url: location.href, + type: "GET", + isLocal: rlocalProtocol.test( location.protocol ), + global: true, + processData: true, + async: true, + contentType: "application/x-www-form-urlencoded; charset=UTF-8", + + /* + timeout: 0, + data: null, + dataType: null, + username: null, + password: null, + cache: null, + throws: false, + traditional: false, + headers: {}, + */ + + accepts: { + "*": allTypes, + text: "text/plain", + html: "text/html", + xml: "application/xml, text/xml", + json: "application/json, text/javascript" + }, + + contents: { + xml: /\bxml\b/, + html: /\bhtml/, + json: /\bjson\b/ + }, + + responseFields: { + xml: "responseXML", + text: "responseText", + json: "responseJSON" + }, + + // Data converters + // Keys separate source (or catchall "*") and destination types with a single space + converters: { + + // Convert anything to text + "* text": String, + + // Text to html (true = no transformation) + "text html": true, + + // Evaluate text as a json expression + "text json": JSON.parse, + + // Parse text as xml + "text xml": jQuery.parseXML + }, + + // For options that shouldn't be deep extended: + // you can add your own custom options here if + // and when you create one that shouldn't be + // deep extended (see ajaxExtend) + flatOptions: { + url: true, + context: true + } + }, + + // Creates a full fledged settings object into target + // with both ajaxSettings and settings fields. + // If target is omitted, writes into ajaxSettings. + ajaxSetup: function( target, settings ) { + return settings ? + + // Building a settings object + ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) : + + // Extending ajaxSettings + ajaxExtend( jQuery.ajaxSettings, target ); + }, + + ajaxPrefilter: addToPrefiltersOrTransports( prefilters ), + ajaxTransport: addToPrefiltersOrTransports( transports ), + + // Main method + ajax: function( url, options ) { + + // If url is an object, simulate pre-1.5 signature + if ( typeof url === "object" ) { + options = url; + url = undefined; + } + + // Force options to be an object + options = options || {}; + + var transport, + + // URL without anti-cache param + cacheURL, + + // Response headers + responseHeadersString, + responseHeaders, + + // timeout handle + timeoutTimer, + + // Url cleanup var + urlAnchor, + + // Request state (becomes false upon send and true upon completion) + completed, + + // To know if global events are to be dispatched + fireGlobals, + + // Loop variable + i, + + // uncached part of the url + uncached, + + // Create the final options object + s = jQuery.ajaxSetup( {}, options ), + + // Callbacks context + callbackContext = s.context || s, + + // Context for global events is callbackContext if it is a DOM node or jQuery collection + globalEventContext = s.context && + ( callbackContext.nodeType || callbackContext.jquery ) ? + jQuery( callbackContext ) : + jQuery.event, + + // Deferreds + deferred = jQuery.Deferred(), + completeDeferred = jQuery.Callbacks( "once memory" ), + + // Status-dependent callbacks + statusCode = s.statusCode || {}, + + // Headers (they are sent all at once) + requestHeaders = {}, + requestHeadersNames = {}, + + // Default abort message + strAbort = "canceled", + + // Fake xhr + jqXHR = { + readyState: 0, + + // Builds headers hashtable if needed + getResponseHeader: function( key ) { + var match; + if ( completed ) { + if ( !responseHeaders ) { + responseHeaders = {}; + while ( ( match = rheaders.exec( responseHeadersString ) ) ) { + responseHeaders[ match[ 1 ].toLowerCase() + " " ] = + ( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] ) + .concat( match[ 2 ] ); + } + } + match = responseHeaders[ key.toLowerCase() + " " ]; + } + return match == null ? null : match.join( ", " ); + }, + + // Raw string + getAllResponseHeaders: function() { + return completed ? responseHeadersString : null; + }, + + // Caches the header + setRequestHeader: function( name, value ) { + if ( completed == null ) { + name = requestHeadersNames[ name.toLowerCase() ] = + requestHeadersNames[ name.toLowerCase() ] || name; + requestHeaders[ name ] = value; + } + return this; + }, + + // Overrides response content-type header + overrideMimeType: function( type ) { + if ( completed == null ) { + s.mimeType = type; + } + return this; + }, + + // Status-dependent callbacks + statusCode: function( map ) { + var code; + if ( map ) { + if ( completed ) { + + // Execute the appropriate callbacks + jqXHR.always( map[ jqXHR.status ] ); + } else { + + // Lazy-add the new callbacks in a way that preserves old ones + for ( code in map ) { + statusCode[ code ] = [ statusCode[ code ], map[ code ] ]; + } + } + } + return this; + }, + + // Cancel the request + abort: function( statusText ) { + var finalText = statusText || strAbort; + if ( transport ) { + transport.abort( finalText ); + } + done( 0, finalText ); + return this; + } + }; + + // Attach deferreds + deferred.promise( jqXHR ); + + // Add protocol if not provided (prefilters might expect it) + // Handle falsy url in the settings object (#10093: consistency with old signature) + // We also use the url parameter if available + s.url = ( ( url || s.url || location.href ) + "" ) + .replace( rprotocol, location.protocol + "//" ); + + // Alias method option to type as per ticket #12004 + s.type = options.method || options.type || s.method || s.type; + + // Extract dataTypes list + s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ]; + + // A cross-domain request is in order when the origin doesn't match the current origin. + if ( s.crossDomain == null ) { + urlAnchor = document.createElement( "a" ); + + // Support: IE <=8 - 11, Edge 12 - 15 + // IE throws exception on accessing the href property if url is malformed, + // e.g. http://example.com:80x/ + try { + urlAnchor.href = s.url; + + // Support: IE <=8 - 11 only + // Anchor's host property isn't correctly set when s.url is relative + urlAnchor.href = urlAnchor.href; + s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !== + urlAnchor.protocol + "//" + urlAnchor.host; + } catch ( e ) { + + // If there is an error parsing the URL, assume it is crossDomain, + // it can be rejected by the transport if it is invalid + s.crossDomain = true; + } + } + + // Convert data if not already a string + if ( s.data && s.processData && typeof s.data !== "string" ) { + s.data = jQuery.param( s.data, s.traditional ); + } + + // Apply prefilters + inspectPrefiltersOrTransports( prefilters, s, options, jqXHR ); + + // If request was aborted inside a prefilter, stop there + if ( completed ) { + return jqXHR; + } + + // We can fire global events as of now if asked to + // Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118) + fireGlobals = jQuery.event && s.global; + + // Watch for a new set of requests + if ( fireGlobals && jQuery.active++ === 0 ) { + jQuery.event.trigger( "ajaxStart" ); + } + + // Uppercase the type + s.type = s.type.toUpperCase(); + + // Determine if request has content + s.hasContent = !rnoContent.test( s.type ); + + // Save the URL in case we're toying with the If-Modified-Since + // and/or If-None-Match header later on + // Remove hash to simplify url manipulation + cacheURL = s.url.replace( rhash, "" ); + + // More options handling for requests with no content + if ( !s.hasContent ) { + + // Remember the hash so we can put it back + uncached = s.url.slice( cacheURL.length ); + + // If data is available and should be processed, append data to url + if ( s.data && ( s.processData || typeof s.data === "string" ) ) { + cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data; + + // #9682: remove data so that it's not used in an eventual retry + delete s.data; + } + + // Add or update anti-cache param if needed + if ( s.cache === false ) { + cacheURL = cacheURL.replace( rantiCache, "$1" ); + uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) + + uncached; + } + + // Put hash and anti-cache on the URL that will be requested (gh-1732) + s.url = cacheURL + uncached; + + // Change '%20' to '+' if this is encoded form body content (gh-2658) + } else if ( s.data && s.processData && + ( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) { + s.data = s.data.replace( r20, "+" ); + } + + // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. + if ( s.ifModified ) { + if ( jQuery.lastModified[ cacheURL ] ) { + jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] ); + } + if ( jQuery.etag[ cacheURL ] ) { + jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] ); + } + } + + // Set the correct header, if data is being sent + if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) { + jqXHR.setRequestHeader( "Content-Type", s.contentType ); + } + + // Set the Accepts header for the server, depending on the dataType + jqXHR.setRequestHeader( + "Accept", + s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ? + s.accepts[ s.dataTypes[ 0 ] ] + + ( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) : + s.accepts[ "*" ] + ); + + // Check for headers option + for ( i in s.headers ) { + jqXHR.setRequestHeader( i, s.headers[ i ] ); + } + + // Allow custom headers/mimetypes and early abort + if ( s.beforeSend && + ( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) { + + // Abort if not done already and return + return jqXHR.abort(); + } + + // Aborting is no longer a cancellation + strAbort = "abort"; + + // Install callbacks on deferreds + completeDeferred.add( s.complete ); + jqXHR.done( s.success ); + jqXHR.fail( s.error ); + + // Get transport + transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR ); + + // If no transport, we auto-abort + if ( !transport ) { + done( -1, "No Transport" ); + } else { + jqXHR.readyState = 1; + + // Send global event + if ( fireGlobals ) { + globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] ); + } + + // If request was aborted inside ajaxSend, stop there + if ( completed ) { + return jqXHR; + } + + // Timeout + if ( s.async && s.timeout > 0 ) { + timeoutTimer = window.setTimeout( function() { + jqXHR.abort( "timeout" ); + }, s.timeout ); + } + + try { + completed = false; + transport.send( requestHeaders, done ); + } catch ( e ) { + + // Rethrow post-completion exceptions + if ( completed ) { + throw e; + } + + // Propagate others as results + done( -1, e ); + } + } + + // Callback for when everything is done + function done( status, nativeStatusText, responses, headers ) { + var isSuccess, success, error, response, modified, + statusText = nativeStatusText; + + // Ignore repeat invocations + if ( completed ) { + return; + } + + completed = true; + + // Clear timeout if it exists + if ( timeoutTimer ) { + window.clearTimeout( timeoutTimer ); + } + + // Dereference transport for early garbage collection + // (no matter how long the jqXHR object will be used) + transport = undefined; + + // Cache response headers + responseHeadersString = headers || ""; + + // Set readyState + jqXHR.readyState = status > 0 ? 4 : 0; + + // Determine if successful + isSuccess = status >= 200 && status < 300 || status === 304; + + // Get response data + if ( responses ) { + response = ajaxHandleResponses( s, jqXHR, responses ); + } + + // Use a noop converter for missing script but not if jsonp + if ( !isSuccess && + jQuery.inArray( "script", s.dataTypes ) > -1 && + jQuery.inArray( "json", s.dataTypes ) < 0 ) { + s.converters[ "text script" ] = function() {}; + } + + // Convert no matter what (that way responseXXX fields are always set) + response = ajaxConvert( s, response, jqXHR, isSuccess ); + + // If successful, handle type chaining + if ( isSuccess ) { + + // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. + if ( s.ifModified ) { + modified = jqXHR.getResponseHeader( "Last-Modified" ); + if ( modified ) { + jQuery.lastModified[ cacheURL ] = modified; + } + modified = jqXHR.getResponseHeader( "etag" ); + if ( modified ) { + jQuery.etag[ cacheURL ] = modified; + } + } + + // if no content + if ( status === 204 || s.type === "HEAD" ) { + statusText = "nocontent"; + + // if not modified + } else if ( status === 304 ) { + statusText = "notmodified"; + + // If we have data, let's convert it + } else { + statusText = response.state; + success = response.data; + error = response.error; + isSuccess = !error; + } + } else { + + // Extract error from statusText and normalize for non-aborts + error = statusText; + if ( status || !statusText ) { + statusText = "error"; + if ( status < 0 ) { + status = 0; + } + } + } + + // Set data for the fake xhr object + jqXHR.status = status; + jqXHR.statusText = ( nativeStatusText || statusText ) + ""; + + // Success/Error + if ( isSuccess ) { + deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] ); + } else { + deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] ); + } + + // Status-dependent callbacks + jqXHR.statusCode( statusCode ); + statusCode = undefined; + + if ( fireGlobals ) { + globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError", + [ jqXHR, s, isSuccess ? success : error ] ); + } + + // Complete + completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] ); + + if ( fireGlobals ) { + globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] ); + + // Handle the global AJAX counter + if ( !( --jQuery.active ) ) { + jQuery.event.trigger( "ajaxStop" ); + } + } + } + + return jqXHR; + }, + + getJSON: function( url, data, callback ) { + return jQuery.get( url, data, callback, "json" ); + }, + + getScript: function( url, callback ) { + return jQuery.get( url, undefined, callback, "script" ); + } +} ); + +jQuery.each( [ "get", "post" ], function( _i, method ) { + jQuery[ method ] = function( url, data, callback, type ) { + + // Shift arguments if data argument was omitted + if ( isFunction( data ) ) { + type = type || callback; + callback = data; + data = undefined; + } + + // The url can be an options object (which then must have .url) + return jQuery.ajax( jQuery.extend( { + url: url, + type: method, + dataType: type, + data: data, + success: callback + }, jQuery.isPlainObject( url ) && url ) ); + }; +} ); + +jQuery.ajaxPrefilter( function( s ) { + var i; + for ( i in s.headers ) { + if ( i.toLowerCase() === "content-type" ) { + s.contentType = s.headers[ i ] || ""; + } + } +} ); + + +jQuery._evalUrl = function( url, options, doc ) { + return jQuery.ajax( { + url: url, + + // Make this explicit, since user can override this through ajaxSetup (#11264) + type: "GET", + dataType: "script", + cache: true, + async: false, + global: false, + + // Only evaluate the response if it is successful (gh-4126) + // dataFilter is not invoked for failure responses, so using it instead + // of the default converter is kludgy but it works. + converters: { + "text script": function() {} + }, + dataFilter: function( response ) { + jQuery.globalEval( response, options, doc ); + } + } ); +}; + + +jQuery.fn.extend( { + wrapAll: function( html ) { + var wrap; + + if ( this[ 0 ] ) { + if ( isFunction( html ) ) { + html = html.call( this[ 0 ] ); + } + + // The elements to wrap the target around + wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true ); + + if ( this[ 0 ].parentNode ) { + wrap.insertBefore( this[ 0 ] ); + } + + wrap.map( function() { + var elem = this; + + while ( elem.firstElementChild ) { + elem = elem.firstElementChild; + } + + return elem; + } ).append( this ); + } + + return this; + }, + + wrapInner: function( html ) { + if ( isFunction( html ) ) { + return this.each( function( i ) { + jQuery( this ).wrapInner( html.call( this, i ) ); + } ); + } + + return this.each( function() { + var self = jQuery( this ), + contents = self.contents(); + + if ( contents.length ) { + contents.wrapAll( html ); + + } else { + self.append( html ); + } + } ); + }, + + wrap: function( html ) { + var htmlIsFunction = isFunction( html ); + + return this.each( function( i ) { + jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html ); + } ); + }, + + unwrap: function( selector ) { + this.parent( selector ).not( "body" ).each( function() { + jQuery( this ).replaceWith( this.childNodes ); + } ); + return this; + } +} ); + + +jQuery.expr.pseudos.hidden = function( elem ) { + return !jQuery.expr.pseudos.visible( elem ); +}; +jQuery.expr.pseudos.visible = function( elem ) { + return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length ); +}; + + + + +jQuery.ajaxSettings.xhr = function() { + try { + return new window.XMLHttpRequest(); + } catch ( e ) {} +}; + +var xhrSuccessStatus = { + + // File protocol always yields status code 0, assume 200 + 0: 200, + + // Support: IE <=9 only + // #1450: sometimes IE returns 1223 when it should be 204 + 1223: 204 + }, + xhrSupported = jQuery.ajaxSettings.xhr(); + +support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported ); +support.ajax = xhrSupported = !!xhrSupported; + +jQuery.ajaxTransport( function( options ) { + var callback, errorCallback; + + // Cross domain only allowed if supported through XMLHttpRequest + if ( support.cors || xhrSupported && !options.crossDomain ) { + return { + send: function( headers, complete ) { + var i, + xhr = options.xhr(); + + xhr.open( + options.type, + options.url, + options.async, + options.username, + options.password + ); + + // Apply custom fields if provided + if ( options.xhrFields ) { + for ( i in options.xhrFields ) { + xhr[ i ] = options.xhrFields[ i ]; + } + } + + // Override mime type if needed + if ( options.mimeType && xhr.overrideMimeType ) { + xhr.overrideMimeType( options.mimeType ); + } + + // X-Requested-With header + // For cross-domain requests, seeing as conditions for a preflight are + // akin to a jigsaw puzzle, we simply never set it to be sure. + // (it can always be set on a per-request basis or even using ajaxSetup) + // For same-domain requests, won't change header if already provided. + if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) { + headers[ "X-Requested-With" ] = "XMLHttpRequest"; + } + + // Set headers + for ( i in headers ) { + xhr.setRequestHeader( i, headers[ i ] ); + } + + // Callback + callback = function( type ) { + return function() { + if ( callback ) { + callback = errorCallback = xhr.onload = + xhr.onerror = xhr.onabort = xhr.ontimeout = + xhr.onreadystatechange = null; + + if ( type === "abort" ) { + xhr.abort(); + } else if ( type === "error" ) { + + // Support: IE <=9 only + // On a manual native abort, IE9 throws + // errors on any property access that is not readyState + if ( typeof xhr.status !== "number" ) { + complete( 0, "error" ); + } else { + complete( + + // File: protocol always yields status 0; see #8605, #14207 + xhr.status, + xhr.statusText + ); + } + } else { + complete( + xhrSuccessStatus[ xhr.status ] || xhr.status, + xhr.statusText, + + // Support: IE <=9 only + // IE9 has no XHR2 but throws on binary (trac-11426) + // For XHR2 non-text, let the caller handle it (gh-2498) + ( xhr.responseType || "text" ) !== "text" || + typeof xhr.responseText !== "string" ? + { binary: xhr.response } : + { text: xhr.responseText }, + xhr.getAllResponseHeaders() + ); + } + } + }; + }; + + // Listen to events + xhr.onload = callback(); + errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" ); + + // Support: IE 9 only + // Use onreadystatechange to replace onabort + // to handle uncaught aborts + if ( xhr.onabort !== undefined ) { + xhr.onabort = errorCallback; + } else { + xhr.onreadystatechange = function() { + + // Check readyState before timeout as it changes + if ( xhr.readyState === 4 ) { + + // Allow onerror to be called first, + // but that will not handle a native abort + // Also, save errorCallback to a variable + // as xhr.onerror cannot be accessed + window.setTimeout( function() { + if ( callback ) { + errorCallback(); + } + } ); + } + }; + } + + // Create the abort callback + callback = callback( "abort" ); + + try { + + // Do send the request (this may raise an exception) + xhr.send( options.hasContent && options.data || null ); + } catch ( e ) { + + // #14683: Only rethrow if this hasn't been notified as an error yet + if ( callback ) { + throw e; + } + } + }, + + abort: function() { + if ( callback ) { + callback(); + } + } + }; + } +} ); + + + + +// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432) +jQuery.ajaxPrefilter( function( s ) { + if ( s.crossDomain ) { + s.contents.script = false; + } +} ); + +// Install script dataType +jQuery.ajaxSetup( { + accepts: { + script: "text/javascript, application/javascript, " + + "application/ecmascript, application/x-ecmascript" + }, + contents: { + script: /\b(?:java|ecma)script\b/ + }, + converters: { + "text script": function( text ) { + jQuery.globalEval( text ); + return text; + } + } +} ); + +// Handle cache's special case and crossDomain +jQuery.ajaxPrefilter( "script", function( s ) { + if ( s.cache === undefined ) { + s.cache = false; + } + if ( s.crossDomain ) { + s.type = "GET"; + } +} ); + +// Bind script tag hack transport +jQuery.ajaxTransport( "script", function( s ) { + + // This transport only deals with cross domain or forced-by-attrs requests + if ( s.crossDomain || s.scriptAttrs ) { + var script, callback; + return { + send: function( _, complete ) { + script = jQuery( " + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Selecting color schemes for mapping ancestral states

      +
      +
      + How to change the phytools default color scheme when visualizing the results of ancestral character state estimation +
      +
      +
      +
      r
      +
      plotting
      +
      +
      +
      + +
      +
      Author
      +
      Affiliation
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      Published
      +
      +

      June 2, 2021

      +
      +
      + +
      +
      Modified
      +
      +

      December 9, 2023

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

      About contMap()

      +

      The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot().

      +
      +
      +

      Default colors

      +

      I have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.

      +

      For example, let’s borrow some example code and look at the default plot:

      +
      +
      # code modified slightly from http://www.phytools.org/eqg2015/asr.html
+
+## Load needed packages for this blogpost
+library(phytools)
+library(ggtree)
+library(tidyverse)
+library(scico)
+library(viridisLite)
      +
      +
      +
      ## Load anole tree
+anole.tree <- read.tree("http://www.phytools.org/eqg2015/data/anole.tre")
+
+## Load anole trait data, extract snout-vent-length (svl) as named vector
+svl <- read_csv("http://www.phytools.org/eqg2015/data/svl.csv") %>%
+  mutate(svl = set_names(svl, species)) %>%
+  pull(svl)
+
+# Plot with default color scheme
+contmap_obj <- contMap(anole.tree, svl, plot = FALSE)
+
+plot(
+  contmap_obj, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
      +
      +
      +
      +
      +
      +
      + +
      +
      +Figure 1: Default rainbow color scheme. Pretty, but confusing. +
      +
      +
      +
      +
      +

      Although this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data.

      +
      +
      +

      Defining a new color palette

      +

      phytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:

      +
      +
      # colorRampPalette() produces a function
+my_color_func <- colorRampPalette(c("red", "yellow"))
+class(my_color_func)
      +
      +
      [1] "function"
      +
      +
      # The function generates n colors interpolating between
+# the colors originally passed to colorRampPalette()
+my_colors <- my_color_func(n = 6)
+scales::show_col(my_colors)
      +
      +
      +
      +
      + +
      +
      +Figure 2: A red-to-yellow color ramp. +
      +
      +
      +
      +
      +

      So, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?

      +
      +
      +

      Using viridis or scico palettes

      +

      Well, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.

      +
      +
      # viridis color palette with 6 colors
+viridis(6)
      +
      +
      [1] "#440154FF" "#414487FF" "#2A788EFF" "#22A884FF" "#7AD151FF" "#FDE725FF"
      +
      +
      # colorRampPalette() replicating viridis color palette
+colorRampPalette(viridis(6))(6)
      +
      +
      [1] "#440154" "#414487" "#2A788E" "#22A884" "#7AD151" "#FDE725"
      +
      +
      +

      So here is the viridis version of the phytools plot:

      +
      +
      # Count the number of unique character states in the observed data:
+n_cols <- n_distinct(svl)
+
+# Change the color palette
+contmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_viridis, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
      +
      +
      +
      +
      + +
      +
      +Figure 3: Viridis colors. Better. +
      +
      +
      +
      +
      +

      And here is another one, this time using a palette from scico:

      +
      +
      # Change the color palette
+contmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = "bilbao"))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_scico, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
      +
      +
      +
      +
      + +
      +
      +Figure 4: Scico colors. My personal favorite. +
      +
      +
      +
      +
      +

      I personally find this one even easier to interpret than viridis. It’s very clear which values are low and high.

      +
      +
      +

      ggtree

      +

      Just for completeness, here is code to replicate the plot in ggtree.

      +
      +
      # Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree
+
+# Fit an ancestral state character reconstruction
+fit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)
+
+# Make a dataframe with trait values at the tips
+td <- data.frame(
+  node = nodeid(anole.tree, names(svl)),
+  trait = svl)
+
+# Make a dataframe with estimated trait values at the nodes
+nd <- data.frame(node = names(fit$ace), trait = fit$ace)
+
+# Combine these with the tree data for plotting with ggtree
+d <- rbind(td, nd)
+d$node <- as.numeric(d$node)
+tree <- full_join(anole.tree, d, by = 'node')
+
+ggtree(
+  tree, 
+  aes(color = trait), 
+  layout = 'circular', 
+  ladderize = FALSE, continuous = "color", size = 1) +
+  # >>> The important part! <<<
+  # Choose your favorite scale_color_* function here: 
+  scale_color_scico(palette = "bilbao") + 
+  geom_tiplab(hjust = -.1, size = 2, color = "black") + 
+  xlim(0, 1.2) + 
+  theme(
+    legend.position = c(0, .82),
+    legend.text = element_text(size = 8),
+    legend.title = element_text(size = 8)
+  )
      +
      +
      +
      +
      + +
      +
      +Figure 5: Scico colors with ggtree. +
      +
      +
      +
      +
      +

      That’s it!

      +
      + + +

      Reproducibility

      + + + + +

      Reuse

      Citation

      BibTeX citation:
      @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Selecting Color Schemes for Mapping Ancestral States},
+  date = {2021-06-02},
+  url = {https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/},
+  langid = {en}
+}
+
      For attribution, please cite this work as:
      +Nitta, Joel. 2021. “Selecting Color Schemes for Mapping Ancestral +States.” June 2, 2021. https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2021-06-02_color-scheme-anc-states/index.ja.html b/posts/2021-06-02_color-scheme-anc-states/index.ja.html new file mode 100644 index 0000000..4e89314 --- /dev/null +++ b/posts/2021-06-02_color-scheme-anc-states/index.ja.html @@ -0,0 +1,1015 @@ + + + + + + + + + + + +Joel Nitta - Selecting color schemes for mapping ancestral states + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Selecting color schemes for mapping ancestral states

      +
      +
      + How to change the phytools default color scheme when visualizing the results of ancestral character state estimation +
      +
      +
      +
      r
      +
      plotting
      +
      +
      +
      + +
      +
      作者
      +
      所属
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      公開
      +
      +

      2021年6月2日

      +
      +
      + +
      +
      更新日
      +
      +

      2023年12月9日

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

      About contMap()

      +

      The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot().

      +
      +
      +

      Default colors

      +

      I have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.

      +

      For example, let’s borrow some example code and look at the default plot:

      +
      +
      # code modified slightly from http://www.phytools.org/eqg2015/asr.html
+
+## Load needed packages for this blogpost
+library(phytools)
+library(ggtree)
+library(tidyverse)
+library(scico)
+library(viridisLite)
      +
      +
      +
      ## Load anole tree
+anole.tree <- read.tree("http://www.phytools.org/eqg2015/data/anole.tre")
+
+## Load anole trait data, extract snout-vent-length (svl) as named vector
+svl <- read_csv("http://www.phytools.org/eqg2015/data/svl.csv") %>%
+  mutate(svl = set_names(svl, species)) %>%
+  pull(svl)
+
+# Plot with default color scheme
+contmap_obj <- contMap(anole.tree, svl, plot = FALSE)
+
+plot(
+  contmap_obj, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
      +
      +
      +
      +
      +
      +
      + +
      +
      +図 1: Default rainbow color scheme. Pretty, but confusing. +
      +
      +
      +
      +
      +

      Although this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data.

      +
      +
      +

      Defining a new color palette

      +

      phytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:

      +
      +
      # colorRampPalette() produces a function
+my_color_func <- colorRampPalette(c("red", "yellow"))
+class(my_color_func)
      +
      +
      [1] "function"
      +
      +
      # The function generates n colors interpolating between
+# the colors originally passed to colorRampPalette()
+my_colors <- my_color_func(n = 6)
+scales::show_col(my_colors)
      +
      +
      +
      +
      + +
      +
      +図 2: A red-to-yellow color ramp. +
      +
      +
      +
      +
      +

      So, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?

      +
      +
      +

      Using viridis or scico palettes

      +

      Well, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.

      +
      +
      # viridis color palette with 6 colors
+viridis(6)
      +
      +
      [1] "#440154FF" "#414487FF" "#2A788EFF" "#22A884FF" "#7AD151FF" "#FDE725FF"
      +
      +
      # colorRampPalette() replicating viridis color palette
+colorRampPalette(viridis(6))(6)
      +
      +
      [1] "#440154" "#414487" "#2A788E" "#22A884" "#7AD151" "#FDE725"
      +
      +
      +

      So here is the viridis version of the phytools plot:

      +
      +
      # Count the number of unique character states in the observed data:
+n_cols <- n_distinct(svl)
+
+# Change the color palette
+contmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_viridis, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
      +
      +
      +
      +
      + +
      +
      +図 3: Viridis colors. Better. +
      +
      +
      +
      +
      +

      And here is another one, this time using a palette from scico:

      +
      +
      # Change the color palette
+contmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = "bilbao"))
+
+# Plot the mapped characters with the new colors
+plot(
+  contmap_obj_scico, 
+  type="fan", 
+  legend = 0.7*max(nodeHeights(anole.tree)),
+  fsize = c(0.5, 0.7))
      +
      +
      +
      +
      + +
      +
      +図 4: Scico colors. My personal favorite. +
      +
      +
      +
      +
      +

      I personally find this one even easier to interpret than viridis. It’s very clear which values are low and high.

      +
      +
      +

      ggtree

      +

      Just for completeness, here is code to replicate the plot in ggtree.

      +
      +
      # Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree
+
+# Fit an ancestral state character reconstruction
+fit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)
+
+# Make a dataframe with trait values at the tips
+td <- data.frame(
+  node = nodeid(anole.tree, names(svl)),
+  trait = svl)
+
+# Make a dataframe with estimated trait values at the nodes
+nd <- data.frame(node = names(fit$ace), trait = fit$ace)
+
+# Combine these with the tree data for plotting with ggtree
+d <- rbind(td, nd)
+d$node <- as.numeric(d$node)
+tree <- full_join(anole.tree, d, by = 'node')
+
+ggtree(
+  tree, 
+  aes(color = trait), 
+  layout = 'circular', 
+  ladderize = FALSE, continuous = "color", size = 1) +
+  # >>> The important part! <<<
+  # Choose your favorite scale_color_* function here: 
+  scale_color_scico(palette = "bilbao") + 
+  geom_tiplab(hjust = -.1, size = 2, color = "black") + 
+  xlim(0, 1.2) + 
+  theme(
+    legend.position = c(0, .82),
+    legend.text = element_text(size = 8),
+    legend.title = element_text(size = 8)
+  )
      +
      +
      +
      +
      + +
      +
      +図 5: Scico colors with ggtree. +
      +
      +
      +
      +
      +

      That’s it!

      +
      + + +

      Reproducibility

      + + + + +

      ライセンス

      引用

      BibTeX
      @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Selecting color schemes for mapping ancestral states},
+  date = {2021-06-02},
+  url = {https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/},
+  langid = {ja}
+}
+
      引用方法
      +Nitta, Joel. 2021. “Selecting color schemes for mapping ancestral +states.” June 2, 2021. https://www.joelnitta.com/posts/2021-06-02_color-scheme-anc-states/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-colorRampPalette-1.png b/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-colorRampPalette-1.png new file mode 100644 index 0000000..ac93743 Binary files /dev/null and b/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-colorRampPalette-1.png differ diff --git a/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-scico-1.png b/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-scico-1.png new file mode 100644 index 0000000..095afb3 Binary files /dev/null and b/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-scico-1.png differ diff --git a/posts/2021-06-02_color-scheme-anc-states/index.ja_files/figure-html/fig-phytools-viridis-1.png 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b/posts/2021-11-16_r-bioinfo-flow/img/t-k-9AxFJaNySB8-unsplash.jpg differ diff --git a/posts/2021-11-16_r-bioinfo-flow/index.html b/posts/2021-11-16_r-bioinfo-flow/index.html new file mode 100644 index 0000000..2c5910d --- /dev/null +++ b/posts/2021-11-16_r-bioinfo-flow/index.html @@ -0,0 +1,1166 @@ + + + + + + + + + + + + +Joel Nitta - Managing bioinformatics pipelines with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Managing bioinformatics pipelines with R

      +
      +
      + How to combine Conda, Docker, and R to run modular, reproducible bioinformatics pipelines +
      +
      +
      +
      workflow
      +
      reproducibility
      +
      +
      +
      + +
      +
      Author
      +
      Affiliation
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      Published
      +
      +

      November 16, 2021

      +
      +
      + +
      +
      Modified
      +
      +

      December 9, 2023

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

      tl;dr

      + +
      +
      +
      + +
      +
      +Figure 1: Image by T K on unsplash. +
      +
      +
      +

      Bioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?

      +
      +
      +

      What I’m looking for in a pipeline manager

      +

      These are some qualities that I want to see in a pipeline manager.

      +
        +
      1. Automated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.
        2. +
      2. Efficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.
        3. +
      3. Reproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine.
        4. +
      +
      +
      +

      Enter targets

      +

      The targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual.

      +
      +
      +

      targets meets Docker

      +

      However, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?

      +

      Most bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.

      +

      So I will run most of the steps of the pipeline in available Docker containers.

      +
      +
      +

      Avoiding Docker-in-Docker

      +
      +
      +
      + +
      +
      +Figure 2: Image by Giordano Rossoni on unsplash. +
      +
      +
      +

      However, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3

      +

      The solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages.

      +
      +
      +

      First things first: Set up the project

      +

      I need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.

      +

      From the command line, that just looks like:

      +
      +
      mkdir targets_bioinfo_example
+cd targets_bioinfo_example
      +
      +

      Next, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):

      + +
      +
      # environment.yml
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml
+# renv.lock
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock
+# _targets.R
+curl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R
      +
      +

      From here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.

      +

      Also, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing.

      +
      +
      +

      Running R with Conda

      +

      Conda environments can be specified using a yml file, often named environment.yml.

      +

      This is the environment.yml file for this project:

      +
      name: bioinfo-example-env
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - r-renv=0.14.*
      +

      It’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.

      +

      We can recreate the Conda environment from environment.yml (you should have downloaded it above) with:

      + +
      +
      conda env create -f environment.yml
      +
      +
      +
      +
      Collecting package metadata (repodata.json): ...working... done
+Solving environment: ...working... done
+
+
+==> WARNING: A newer version of conda exists. <==
+  current version: 23.5.0
+  latest version: 23.7.4
+
+Please update conda by running
+
+    $ conda update -n base -c defaults conda
+
+Or to minimize the number of packages updated during conda update use
+
+     conda install conda=23.7.4
+
+
+
+Downloading and Extracting Packages
+
+Preparing transaction: ...working... done
+Verifying transaction: ...working... done
+Executing transaction: ...working... done
+#
+# To activate this environment, use
+#
+#     $ conda activate bioinfo-example-env
+#
+# To deactivate an active environment, use
+#
+#     $ conda deactivate
      +
      +
      +

      As the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.

      +

      On my computer, this looks like:

      +
      (base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env
+(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R
+
+R version 4.1.1 (2021-08-10) -- "Kick Things"
+Copyright (C) 2021 The R Foundation for Statistical Computing
+Platform: x86_64-apple-darwin13.4.0 (64-bit)
+
+R is free software and comes with ABSOLUTELY NO WARRANTY.
+You are welcome to redistribute it under certain conditions.
+Type 'license()' or 'licence()' for distribution details.
+
+  Natural language support but running in an English locale
+
+R is a collaborative project with many contributors.
+Type 'contributors()' for more information and
+'citation()' on how to cite R or R packages in publications.
+
+Type 'demo()' for some demos, 'help()' for on-line help, or
+'help.start()' for an HTML browser interface to help.
+Type 'q()' to quit R.
+
+>
      +

      Notice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.

      +

      Now we have a fixed version of R, with a fixed version of renv.

      +
      +
      +

      Maintain R packages with renv

      +

      The next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.

      +

      This is what the entry in the renv.lock file for this project for the package Matrix looks like:

      +
      "Matrix": {
+  "Package": "Matrix",
+  "Version": "1.5-4",
+  "Source": "Repository",
+  "Repository": "CRAN",
+  "Hash": "e779c7d9f35cc364438578f334cffee2",
+  "Requirements": [
+    "lattice"
+  ]
+}
      +

      Assuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:

      +
      +
      renv::activate() # Turn on renv
+renv::restore() # Install packages
      +
      +

      You should see something like this6:

      +
      The following package(s) will be updated:
+
+# CRAN ===============================
+- Matrix          [* -> 1.3-4]
+- R6              [* -> 2.5.1]
+- Rcpp            [* -> 1.0.7]
+- RcppArmadillo   [* -> 0.10.6.0.0]
+- RcppParallel    [* -> 5.1.4]
+- assertthat      [* -> 0.2.1]
+- babelwhale      [* -> 1.0.3]
+- callr           [* -> 3.7.0]
+
+...
      +

      If you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed.

      +
      +
      +

      Putting it all together

      +

      OK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.

      +

      Here is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:

      +
      +
      library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+# (here, we are using Docker, not Singularity)
+set_default_config(create_docker_config())
+
+# Define workflow
+list(
+    # Download example fastq files
+    tar_file(
+        read_1, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq",
+                destfile = "R1.fq")
+            "R1.fq"
+        }
+    ),
+    tar_file(
+        read_2, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq",
+                destfile = "R2.fq")
+            "R2.fq"
+        }
+    ),
+    # Clean the fastq file with fastp
+    tar_file(
+        fastp_out, {
+            babelwhale::run(
+                # Name of docker image, with tag specifying version
+                "quay.io/biocontainers/fastp:0.23.1--h79da9fb_0",
+                # Command to run
+                command = "fastp",
+                # Arguments to the command
+                args = c(
+                    # fastq input files
+                    "-i", paste0("/wd/", read_1), 
+                    "-I", paste0("/wd/", read_2), 
+                    # fastq output files
+                    "-o", "/wd/R1_trim.fq",
+                  "-O", "/wd/R2_trim.fq",
+                    # trim report file
+                    "-h", "/wd/trim_report.html"),
+                # Volume mounting specification
+                # this uses getwd(), but here::here() is also a good method
+                volumes = paste0(getwd(), ":/wd/")
+            )
+            c("R1_trim.fq", "R2_trim.fq", "trim_report.html")
+        }
+    )
+)
      +
      +

      In order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).

      +

      Finally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:

      +
      +
      targets::tar_make()
      +
      +
      ▶ start target read_1
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'
+Content type 'text/plain; charset=utf-8' length 3041 bytes
+==================================================
+downloaded 3041 bytes
+
+● built target read_1 [0.157 seconds]
+▶ start target read_2
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'
+Content type 'text/plain; charset=utf-8' length 3343 bytes
+==================================================
+downloaded 3343 bytes
+
+● built target read_2 [0.161 seconds]
+▶ start target fastp_out
+● built target fastp_out [3.16 seconds]
+▶ end pipeline [3.53 seconds]
      +
      +
      +

      You should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder).

      +
      +
      +

      Next steps

      +
      +
      +
      + +
      +
      +Figure 3: Image by JOHN TOWNER on unsplash +
      +
      +
      +

      The example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.

      +

      We can also see this by visualizing the pipeline:

      +
      +
      targets::tar_visnetwork()
      +
      +
      + +
      +
      +

      To keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.

      +

      By splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:

      +
      +
      library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+set_default_config(create_docker_config())
+
+# Load functions
+source("R/functions.R")
+
+tar_plan(
+    # Download example fastq files
+    tar_file(read_1, download_read("R1.fq")),
+    tar_file(read_2, download_read("R2.fq")),
+    # Clean the fastq files with fastp
+    tar_file(
+        fastp_out, 
+        fastp(read_1, read_2, "R1_trim.fq", "R2_trim.fq", "trim_report.html"
+        )
+    )
+)
      +
      +

      You can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.

      +

      Furthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.

      +

      I have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!

      +
      +
      +

      Conclusion

      +

      I am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!

      +
      + + + +

      Reproducibility

      + + + + +

      Footnotes

      + +
        +

      1. Docker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎

        2. +

      2. Bioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎

        3. +

      3. Think Inception.↩︎

        4. +

      4. Conda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎

        5. +

      5. The asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎

        6. +

      6. I’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎

        7. +

      7. I typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎

        8. +

      8. I won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎

        9. +
      +

      Reuse

      Citation

      BibTeX citation:
      @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Managing Bioinformatics Pipelines with {R}},
+  date = {2021-11-16},
+  url = {https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/},
+  langid = {en}
+}
+
      For attribution, please cite this work as:
      +Nitta, Joel. 2021. “Managing Bioinformatics Pipelines with +R.” November 16, 2021. https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2021-11-16_r-bioinfo-flow/index.ja.html b/posts/2021-11-16_r-bioinfo-flow/index.ja.html new file mode 100644 index 0000000..4a164ff --- /dev/null +++ b/posts/2021-11-16_r-bioinfo-flow/index.ja.html @@ -0,0 +1,1165 @@ + + + + + + + + + + + +Joel Nitta - Managing bioinformatics pipelines with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Managing bioinformatics pipelines with R

      +
      +
      + How to combine Conda, Docker, and R to run modular, reproducible bioinformatics pipelines +
      +
      +
      +
      workflow
      +
      reproducibility
      +
      +
      +
      + +
      +
      作者
      +
      所属
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      公開
      +
      +

      2021年11月16日

      +
      +
      + +
      +
      更新日
      +
      +

      2023年12月9日

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

      tl;dr

      + +
      +
      +
      + +
      +
      +図 1: Image by T K on unsplash. +
      +
      +
      +

      Bioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?

      +
      +
      +

      What I’m looking for in a pipeline manager

      +

      These are some qualities that I want to see in a pipeline manager.

      +
        +
      1. Automated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.
        2. +
      2. Efficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.
        3. +
      3. Reproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine.
        4. +
      +
      +
      +

      Enter targets

      +

      The targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual.

      +
      +
      +

      targets meets Docker

      +

      However, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?

      +

      Most bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.

      +

      So I will run most of the steps of the pipeline in available Docker containers.

      +
      +
      +

      Avoiding Docker-in-Docker

      +
      +
      +
      + +
      +
      +図 2: Image by Giordano Rossoni on unsplash. +
      +
      +
      +

      However, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3

      +

      The solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages.

      +
      +
      +

      First things first: Set up the project

      +

      I need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.

      +

      From the command line, that just looks like:

      +
      +
      mkdir targets_bioinfo_example
+cd targets_bioinfo_example
      +
      +

      Next, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):

      + +
      +
      # environment.yml
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml
+# renv.lock
+curl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock
+# _targets.R
+curl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R
      +
      +

      From here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.

      +

      Also, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing.

      +
      +
      +

      Running R with Conda

      +

      Conda environments can be specified using a yml file, often named environment.yml.

      +

      This is the environment.yml file for this project:

      +
      name: bioinfo-example-env
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - r-renv=0.14.*
      +

      It’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.

      +

      We can recreate the Conda environment from environment.yml (you should have downloaded it above) with:

      + +
      +
      conda env create -f environment.yml
      +
      +
      +
      +
      Collecting package metadata (repodata.json): ...working... done
+Solving environment: ...working... done
+
+
+==> WARNING: A newer version of conda exists. <==
+  current version: 23.5.0
+  latest version: 23.7.4
+
+Please update conda by running
+
+    $ conda update -n base -c defaults conda
+
+Or to minimize the number of packages updated during conda update use
+
+     conda install conda=23.7.4
+
+
+
+Downloading and Extracting Packages
+
+Preparing transaction: ...working... done
+Verifying transaction: ...working... done
+Executing transaction: ...working... done
+#
+# To activate this environment, use
+#
+#     $ conda activate bioinfo-example-env
+#
+# To deactivate an active environment, use
+#
+#     $ conda deactivate
      +
      +
      +

      As the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.

      +

      On my computer, this looks like:

      +
      (base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env
+(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R
+
+R version 4.1.1 (2021-08-10) -- "Kick Things"
+Copyright (C) 2021 The R Foundation for Statistical Computing
+Platform: x86_64-apple-darwin13.4.0 (64-bit)
+
+R is free software and comes with ABSOLUTELY NO WARRANTY.
+You are welcome to redistribute it under certain conditions.
+Type 'license()' or 'licence()' for distribution details.
+
+  Natural language support but running in an English locale
+
+R is a collaborative project with many contributors.
+Type 'contributors()' for more information and
+'citation()' on how to cite R or R packages in publications.
+
+Type 'demo()' for some demos, 'help()' for on-line help, or
+'help.start()' for an HTML browser interface to help.
+Type 'q()' to quit R.
+
+>
      +

      Notice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.

      +

      Now we have a fixed version of R, with a fixed version of renv.

      +
      +
      +

      Maintain R packages with renv

      +

      The next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.

      +

      This is what the entry in the renv.lock file for this project for the package Matrix looks like:

      +
      "Matrix": {
+  "Package": "Matrix",
+  "Version": "1.5-4",
+  "Source": "Repository",
+  "Repository": "CRAN",
+  "Hash": "e779c7d9f35cc364438578f334cffee2",
+  "Requirements": [
+    "lattice"
+  ]
+}
      +

      Assuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:

      +
      +
      renv::activate() # Turn on renv
+renv::restore() # Install packages
      +
      +

      You should see something like this6:

      +
      The following package(s) will be updated:
+
+# CRAN ===============================
+- Matrix          [* -> 1.3-4]
+- R6              [* -> 2.5.1]
+- Rcpp            [* -> 1.0.7]
+- RcppArmadillo   [* -> 0.10.6.0.0]
+- RcppParallel    [* -> 5.1.4]
+- assertthat      [* -> 0.2.1]
+- babelwhale      [* -> 1.0.3]
+- callr           [* -> 3.7.0]
+
+...
      +

      If you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed.

      +
      +
      +

      Putting it all together

      +

      OK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.

      +

      Here is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:

      +
      +
      library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+# (here, we are using Docker, not Singularity)
+set_default_config(create_docker_config())
+
+# Define workflow
+list(
+    # Download example fastq files
+    tar_file(
+        read_1, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq",
+                destfile = "R1.fq")
+            "R1.fq"
+        }
+    ),
+    tar_file(
+        read_2, { 
+            download.file(
+                url = "https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq",
+                destfile = "R2.fq")
+            "R2.fq"
+        }
+    ),
+    # Clean the fastq file with fastp
+    tar_file(
+        fastp_out, {
+            babelwhale::run(
+                # Name of docker image, with tag specifying version
+                "quay.io/biocontainers/fastp:0.23.1--h79da9fb_0",
+                # Command to run
+                command = "fastp",
+                # Arguments to the command
+                args = c(
+                    # fastq input files
+                    "-i", paste0("/wd/", read_1), 
+                    "-I", paste0("/wd/", read_2), 
+                    # fastq output files
+                    "-o", "/wd/R1_trim.fq",
+                  "-O", "/wd/R2_trim.fq",
+                    # trim report file
+                    "-h", "/wd/trim_report.html"),
+                # Volume mounting specification
+                # this uses getwd(), but here::here() is also a good method
+                volumes = paste0(getwd(), ":/wd/")
+            )
+            c("R1_trim.fq", "R2_trim.fq", "trim_report.html")
+        }
+    )
+)
      +
      +

      In order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).

      +

      Finally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:

      +
      +
      targets::tar_make()
      +
      +
      ▶ start target read_1
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'
+Content type 'text/plain; charset=utf-8' length 3041 bytes
+==================================================
+downloaded 3041 bytes
+
+● built target read_1 [0.423 seconds]
+▶ start target read_2
+trying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'
+Content type 'text/plain; charset=utf-8' length 3343 bytes
+==================================================
+downloaded 3343 bytes
+
+● built target read_2 [0.421 seconds]
+▶ start target fastp_out
+● built target fastp_out [3.26 seconds]
+▶ end pipeline [4.159 seconds]
      +
      +
      +

      You should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder).

      +
      +
      +

      Next steps

      +
      +
      +
      + +
      +
      +図 3: Image by JOHN TOWNER on unsplash +
      +
      +
      +

      The example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.

      +

      We can also see this by visualizing the pipeline:

      +
      +
      targets::tar_visnetwork()
      +
      +
      + +
      +
      +

      To keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.

      +

      By splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:

      +
      +
      library(targets)
+library(tarchetypes)
+library(babelwhale)
+
+# Set babelwhale backend for running containers
+set_default_config(create_docker_config())
+
+# Load functions
+source("R/functions.R")
+
+tar_plan(
+    # Download example fastq files
+    tar_file(read_1, download_read("R1.fq")),
+    tar_file(read_2, download_read("R2.fq")),
+    # Clean the fastq files with fastp
+    tar_file(
+        fastp_out, 
+        fastp(read_1, read_2, "R1_trim.fq", "R2_trim.fq", "trim_report.html"
+        )
+    )
+)
      +
      +

      You can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.

      +

      Furthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.

      +

      I have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!

      +
      +
      +

      Conclusion

      +

      I am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!

      +
      + + + +

      Reproducibility

      + + + + +

      脚注

      + +
        +

      1. Docker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎

        2. +

      2. Bioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎

        3. +

      3. Think Inception.↩︎

        4. +

      4. Conda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎

        5. +

      5. The asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎

        6. +

      6. I’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎

        7. +

      7. I typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎

        8. +

      8. I won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎

        9. +
      +

      ライセンス

      引用

      BibTeX
      @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Managing bioinformatics pipelines with R},
+  date = {2021-11-16},
+  url = {https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/},
+  langid = {ja}
+}
+
      引用方法
      +Nitta, Joel. 2021. “Managing bioinformatics pipelines with +R.” November 16, 2021. https://www.joelnitta.com/posts/2021-11-16_r-bioinfo-flow/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2021-11-24_using-giscus/img/adam-solomon-WHUDOzd5IYU-unsplash.jpg b/posts/2021-11-24_using-giscus/img/adam-solomon-WHUDOzd5IYU-unsplash.jpg new file mode 100644 index 0000000..b10797f Binary files /dev/null and b/posts/2021-11-24_using-giscus/img/adam-solomon-WHUDOzd5IYU-unsplash.jpg differ diff --git a/posts/2021-11-24_using-giscus/img/giscus-config.png b/posts/2021-11-24_using-giscus/img/giscus-config.png new file mode 100644 index 0000000..efda14b Binary files /dev/null and b/posts/2021-11-24_using-giscus/img/giscus-config.png differ diff --git a/posts/2021-11-24_using-giscus/img/giscus-enable.png b/posts/2021-11-24_using-giscus/img/giscus-enable.png new file mode 100644 index 0000000..8e135fb Binary files /dev/null and b/posts/2021-11-24_using-giscus/img/giscus-enable.png differ diff --git a/posts/2021-11-24_using-giscus/index.html b/posts/2021-11-24_using-giscus/index.html new file mode 100644 index 0000000..fed53a9 --- /dev/null +++ b/posts/2021-11-24_using-giscus/index.html @@ -0,0 +1,890 @@ + + + + + + + + + + + + +Joel Nitta - Enable giscus in Distill + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Enable giscus in Distill

      +
      +
      + How to use the giscus commenting system on a Distill blog +
      +
      +
      +
      blogging
      +
      distill
      +
      +
      +
      + +
      +
      Author
      +
      Affiliation
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      Published
      +
      +

      November 24, 2021

      +
      +
      + +
      +
      Modified
      +
      +

      December 9, 2023

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

      UPDATE 2022-06-06

      +

      Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below.

      +
      +
      +

      TL;DR

      +
        +
      • giscus is a free, open-source commenting system for blogs that uses the GitHub API
        • +
      • giscus uses GitHub Discussions (not Issues) to store data
        • +
      • I show how to enable giscus on a Distill blog
        • +
      + +
      +
      +

      Why Distill and giscus?

      +

      Like many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!

      +

      Fortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me.

      +
      +
      +

      How to set up giscus on Distill

      +

      There are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!

      +
        +

      1. Enable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).

        2. +

      2. Install the giscus GitHub app and configure it to have access to your blog’s repo.

        3. +

      3. Go to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.

        4. +
      +
      +
      +
      + +
      +
      +Figure 2: giscus configuration menu. +
      +
      +
      +
      +
      +
      + +
      +
      +Figure 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated. +
      +
      +
      +

      As described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…

      +
        +
      1. Add an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):
        2. +
      +
      <script>
+   document.addEventListener("DOMContentLoaded", function () {
+     if (!/posts/.test(location.pathname)) {
+       return;
+     }
+
+     var script = document.createElement("script");
+     script.src = "https://giscus.app/client.js";
+     script.setAttribute("data-repo", "[ENTER REPO HERE]");
+     script.setAttribute("data-repo-id", "[ENTER REPO ID HERE]");
+     script.setAttribute("data-category", "[ENTER CATEGORY NAME HERE]");
+     script.setAttribute("data-category-id", "[ENTER CATEGORY ID HERE]");
+     script.setAttribute("data-mapping", "pathname");
+     script.setAttribute("data-reactions-enabled", "0");
+     script.setAttribute("data-emit-metadata", "0");
+     script.setAttribute("data-theme", "light");
+     script.setAttribute("data-lang", "en");
+
+     /* wait for article to load, append script to article element */
+     var observer = new MutationObserver(function (mutations, observer) {
+       var article = document.querySelector("d-article");
+       if (article) {
+         observer.disconnect();
+         /* HACK: article scroll */
+         article.setAttribute("style", "overflow-y: hidden");
+         article.appendChild(script);
+       }
+     });
+
+     observer.observe(document.body, { childList: true });
+   });
+ </script>
      +

      If you compare the above code with the HTML block in the giscus app (Figure 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.

      +
        +
      1. Modify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:
        2. +
      +
      output: 
+  distill::distill_article:
+    includes:
+      in_header: giscus.html
      +

      That’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)

      +
      + + + +

      Reproducibility

      + + + + +

      Footnotes

      + +
        +

      1. I have converted my website to Quarto.↩︎

        2. +

      2. blogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎

        3. +

      3. disqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎

        4. +

      4. For example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎

        5. +

      5. The _site.yml file is longer than this, but I’m just showing the relevant code to add. You can see my _site.yml file here.↩︎

        6. +
      +

      Reuse

      Citation

      BibTeX citation:
      @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Enable Giscus in {Distill}},
+  date = {2021-11-24},
+  url = {https://www.joelnitta.com/posts/2021-11-24_using-giscus/},
+  langid = {en}
+}
+
      For attribution, please cite this work as:
      +Nitta, Joel. 2021. “Enable Giscus in Distill.” November 24, +2021. https://www.joelnitta.com/posts/2021-11-24_using-giscus/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2021-11-24_using-giscus/index.ja.html b/posts/2021-11-24_using-giscus/index.ja.html new file mode 100644 index 0000000..f009ee0 --- /dev/null +++ b/posts/2021-11-24_using-giscus/index.ja.html @@ -0,0 +1,889 @@ + + + + + + + + + + + +Joel Nitta - Enable giscus in Distill + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Enable giscus in Distill

      +
      +
      + How to use the giscus commenting system on a Distill blog +
      +
      +
      +
      blogging
      +
      distill
      +
      +
      +
      + +
      +
      作者
      +
      所属
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      公開
      +
      +

      2021年11月24日

      +
      +
      + +
      +
      更新日
      +
      +

      2023年12月9日

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

      UPDATE 2022-06-06

      +

      Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below.

      +
      +
      +

      TL;DR

      +
        +
      • giscus is a free, open-source commenting system for blogs that uses the GitHub API
        • +
      • giscus uses GitHub Discussions (not Issues) to store data
        • +
      • I show how to enable giscus on a Distill blog
        • +
      + +
      +
      +

      Why Distill and giscus?

      +

      Like many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!

      +

      Fortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me.

      +
      +
      +

      How to set up giscus on Distill

      +

      There are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!

      +
        +

      1. Enable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).

        2. +

      2. Install the giscus GitHub app and configure it to have access to your blog’s repo.

        3. +

      3. Go to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.

        4. +
      +
      +
      +
      + +
      +
      +図 2: giscus configuration menu. +
      +
      +
      +
      +
      +
      + +
      +
      +図 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated. +
      +
      +
      +

      As described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…

      +
        +
      1. Add an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):
        2. +
      +
      <script>
+   document.addEventListener("DOMContentLoaded", function () {
+     if (!/posts/.test(location.pathname)) {
+       return;
+     }
+
+     var script = document.createElement("script");
+     script.src = "https://giscus.app/client.js";
+     script.setAttribute("data-repo", "[ENTER REPO HERE]");
+     script.setAttribute("data-repo-id", "[ENTER REPO ID HERE]");
+     script.setAttribute("data-category", "[ENTER CATEGORY NAME HERE]");
+     script.setAttribute("data-category-id", "[ENTER CATEGORY ID HERE]");
+     script.setAttribute("data-mapping", "pathname");
+     script.setAttribute("data-reactions-enabled", "0");
+     script.setAttribute("data-emit-metadata", "0");
+     script.setAttribute("data-theme", "light");
+     script.setAttribute("data-lang", "en");
+
+     /* wait for article to load, append script to article element */
+     var observer = new MutationObserver(function (mutations, observer) {
+       var article = document.querySelector("d-article");
+       if (article) {
+         observer.disconnect();
+         /* HACK: article scroll */
+         article.setAttribute("style", "overflow-y: hidden");
+         article.appendChild(script);
+       }
+     });
+
+     observer.observe(document.body, { childList: true });
+   });
+ </script>
      +

      If you compare the above code with the HTML block in the giscus app (図 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.

      +
        +
      1. Modify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:
        2. +
      +
      output: 
+  distill::distill_article:
+    includes:
+      in_header: giscus.html
      +

      That’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)

      +
      + + + +

      Reproducibility

      + + + + +

      脚注

      + +
        +

      1. I have converted my website to Quarto.↩︎

        2. +

      2. blogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎

        3. +

      3. disqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎

        4. +

      4. For example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎

        5. +

      5. The _site.yml file is longer than this, but I’m just showing the relevant code to add. You can see my _site.yml file here.↩︎

        6. +
      +

      ライセンス

      引用

      BibTeX
      @online{nitta2021,
+  author = {Nitta, Joel},
+  title = {Enable giscus in Distill},
+  date = {2021-11-24},
+  url = {https://www.joelnitta.com/posts/2021-11-24_using-giscus/},
+  langid = {ja}
+}
+
      引用方法
      +Nitta, Joel. 2021. “Enable giscus in Distill.” November 24, +2021. https://www.joelnitta.com/posts/2021-11-24_using-giscus/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2022-10-07_canaper/Golden-wattle.jpg b/posts/2022-10-07_canaper/Golden-wattle.jpg new file mode 100644 index 0000000..9b2a71a Binary files /dev/null and b/posts/2022-10-07_canaper/Golden-wattle.jpg differ diff --git a/posts/2022-10-07_canaper/index.html b/posts/2022-10-07_canaper/index.html new file mode 100644 index 0000000..78592b9 --- /dev/null +++ b/posts/2022-10-07_canaper/index.html @@ -0,0 +1,992 @@ + + + + + + + + + + + + +Joel Nitta - canaper is on CRAN + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      canaper is on CRAN

      +
      +
      + Announcing the canaper R package! +
      +
      +
      +
      R
      +
      Spatial phylogenetics
      +
      +
      +
      + +
      +
      Author
      +
      Affiliation
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      Published
      +
      +

      October 7, 2022

      +
      +
      + +
      +
      Modified
      +
      +

      December 9, 2023

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

      Introducing canaper

      +

      (Read this blogpost in Japanese)

      +

      I am happy to announce that canaper v1.0.0 is now available on CRAN! Although I have authored several R packages and made them available via GitHub, this is my first original package to be on CRAN.

      +

      What is canaper you ask?

      +
      +

      canaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.

      +
      +

      (from the package DESCRIPTION).

      +

      If that interests you, please read on!

      +
      +
      +

      Phylogenetic endemism and CANAPE

      +

      Biodiversity is often measured by species richness, or counting the number of species in an area. Likewise, endemism is often quantified by the number of species that are completely restricted (endemic) to an area. However, such purely taxonomic approaches ignore evolutionary history. Thanks to the widespread availability of molecular phylogenies, approaches have recently been developed that quantify biodiversity while taking into account the evolutionary history of species. One such method is phylogenetic endemism (PE; Rosauer et al. 2009), which quantifies endemism based on the range size of branches of a phylogenetic tree instead of species.

      +

      An advantage of PE is that it provides insight into the evolutionary processes generating biodiversity. For example, areas with high PE and many short branches may be due to recent speciation (radiation) and are termed neo-endemic. In contrast, areas with high PE and many long branches may be due to extinction of previously widespread lineages and are termed paleo-endemic. A method to detect these areas developed by Mishler et al. (2014) is called CANAPE (“Categorical Analysis of Neo- and Paleo-Endemism”).

      +

      The goal of canaper is to conduct CANAPE in R.

      +
      +
      +

      Example: Australian Acacia

      +
      +
      +

      +
      Acacia pycnantha, photo by Bidgee
      +
      +
      +

      canaper comes with the same dataset that was analyzed in the original CANAPE paper, a community (species \(\times\) sites) matrix and phylogenetic tree of Australian Acacia1 (Mishler et al. 2014). We will use this for a quick demo2.

      +

      I won’t go into the details here, but you can read more about this example on the canaper website.

      +

      The entire CANAPE workflow can be run with just two commands, cpr_rand_test() and cpr_classify_endem():

      +
      +
      library(canaper)
+library(tidyverse)
+
+# Set a seed for reproducibility
+set.seed(12345)
+
+# 1. Run randomization test
+acacia_rand_res <- cpr_rand_test(
+  acacia$comm, acacia$phy,
+  null_model = "curveball",
+  n_reps = 99, n_iterations = 10000,
+  tbl_out = TRUE
+)
+
+# 2. Classify endemism
+acacia_canape <- cpr_classify_endem(acacia_rand_res)
      +
      +

      Let’s have a look at some of the output.

      +

      cpr_rand_test() returns a bunch (54 to be exact!) of metrics about each site in the community matrix, including PE:

      +
      +
      acacia_rand_res
      +
      +
      # A tibble: 3,037 × 55
+   site    pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower
+   <chr>    <dbl>        <dbl>      <dbl>    <dbl>          <dbl>          <dbl>
+ 1 -1025… 0.0145        0.0227    0.00506  -1.62                1             98
+ 2 -1025… 0.0382        0.0497    0.00745  -1.54                8             91
+ 3 -1025… 0.0378        0.0369    0.00635   0.138              55             44
+ 4 -1025… 0.0570        0.0613    0.00829  -0.517              33             66
+ 5 -1025… 0.0409        0.0419    0.00614  -0.172              41             58
+ 6 -1025… 0.00998       0.0101    0.00193  -0.0429             49             48
+ 7 -1025… 0.0187        0.0225    0.00393  -0.958              19             80
+ 8 -1025… 0.0434        0.0536    0.00902  -1.14               15             84
+ 9 -1025… 0.0111        0.0101    0.00197   0.495              81             18
+10 -1025… 0.0903        0.0876    0.0112    0.240              61             38
+# ℹ 3,027 more rows
+# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,
+#   pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,
+#   pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,
+#   pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,
+#   pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,
+#   rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …
      +
      +
      +

      cpr_classify_endem() appends another column, endem_type, that describes the various endemism types. Let’s count how many of each type was observed:

      +
      +
      count(acacia_canape, endem_type)
      +
      +
      # A tibble: 5 × 2
+  endem_type          n
+  <chr>           <int>
+1 mixed             176
+2 neo                 5
+3 not significant  2827
+4 paleo              12
+5 super              17
      +
      +
      +

      This is what a map of those various endemism types looks like:

      +
      +
      +Code +
      # Fist do some data wrangling to make the results easier to plot
+# (add lat/long columns)
+acacia_canape <- acacia_canape |>
+  separate(site, c("long", "lat"), sep = ":") |>
+  mutate(across(c(long, lat), parse_number))
+
+# Tweak the plot theme
+theme_update(
+  panel.background = element_rect(fill = "white", color = "white"),
+  panel.grid.major = element_line(color = "grey60"),
+  panel.grid.minor = element_blank()
+  )
+
+ggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +
+  geom_tile() +
+  # cpr_endem_cols_4 is a CVD-friendly color palette in canaper
+  scale_fill_manual(values = cpr_endem_cols_4) +
+  coord_fixed() +
+  guides(
+    fill = guide_legend(title.position = "top", label.position = "bottom")
+  ) +
+  theme(legend.position = "bottom", legend.title = element_blank())
      +
      +
      +
      +
      +

      +
      +
      +
      +
      +
      +
      +

      rOpenSci

      +

      Another first for me was submitting my package to rOpenSci, an organization that promotes and supports research software written with R. I can’t recommend rOpenSci highly enough for anyone interested in publishing their own R package for research.

      +

      First, rOpenSci provides extensive documentation for authoring scientific R packages as well as automated checks. Just going through this process alone significantly improved my code.

      +

      Second, packages submitted to rOpenSci undergo thorough and open code review, which lead me to several improvements I would have otherwise never thought of3.

      +

      Finally, the rOpenSci community is highly active and welcoming, with community calls, co-working sessions, and a lively Slack workspace.

      +

      So please check it out, and a big thank-you to rOpenSci!

      +
      +
      +

      More information

      +

      For more information about canaper, please see the GitHub repo, package website, and preprint.

      +
      +
      +

      References

      +
      +
      +Mishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, and Joseph T. Miller. 2014. “Phylogenetic Measures of Biodiversity and Neo- and Paleo-Endemism in Australian Acacia.” Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473. +
      +
      +Rosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, and Lyn G. Cook. 2009. “Phylogenetic Endemism: A New Approach for Identifying Geographical Concentrations of Evolutionary History.” Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x. +
      +
      +
      + + + +

      Reproducibility

      + + + + +

      Footnotes

      + +
        +

      1. Acacia is the largest genus of flowering plants in Australia, with nearly 1,000 species↩︎

        2. +

      2. The settings used here are for demonstration purposes only, and not suitable for a thorough analysis of this dataset↩︎

        3. +

      3. Thanks to reviewers Klaus Schliep and Luis Osorio, and editor Toby Hocking↩︎

        4. +
      +

      Reuse

      Citation

      BibTeX citation:
      @online{nitta2022,
+  author = {Nitta, Joel},
+  title = {Canaper Is on {CRAN}},
+  date = {2022-10-07},
+  url = {https://www.joelnitta.com/posts/canaper/},
+  langid = {en}
+}
+
      For attribution, please cite this work as:
      +Nitta, Joel. 2022. “Canaper Is on CRAN.” October 7, 2022. +https://www.joelnitta.com/posts/canaper/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2022-10-07_canaper/index.ja.html b/posts/2022-10-07_canaper/index.ja.html new file mode 100644 index 0000000..044e876 --- /dev/null +++ b/posts/2022-10-07_canaper/index.ja.html @@ -0,0 +1,990 @@ + + + + + + + + + + + +Joel Nitta - canaperがCRANに登録されました + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      canaperがCRANに登録されました

      +
      +
      + Rパッケージcanaperの紹介 +
      +
      +
      +
      R
      +
      Spatial phylogenetics
      +
      +
      +
      + +
      +
      作者
      +
      所属
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      公開
      +
      +

      2022年10月7日

      +
      +
      + +
      +
      更新日
      +
      +

      2023年12月9日

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

      canaperへの紹介

      +

      (Read this blogpost in English)

      +

      canaper v1.0.0がCRANに登録されました！今までいくつかのRパッケージを書いてGitHubで公開したことがありますが、自分のパッケージがCRANに登録されるのが初めてです。

      +

      そもそも、canaperって一体何だろう？

      +

      パッケージのDESCRIPTIONにはこのような文章があります：

      +
      +

      canaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.

      +
      +

      つまり、canaperは生物多様性の地理的分布を解析する関数を提供します。特に、生物の進化的な関係を考慮しながら、ある地域における固有性の種類を統計的に検証する、categorical analysis of neo- and paleo-endemism（CANAPE）というMishler等（2014）doi:10.1038/ncomms5473 が開発した解析を行います。

      +

      もしも上の話を読んで「面白い！」と思ったら、是非続きを読んでください。

      +
      +
      +

      系統的固有性とCANAPE

      +

      生物多様性は種数、つまり、ある地域における種の数で測られることがよくあります。それと同じように、固有性はある地域にしか生息しない種の数で測ることがよくあります。しかし、このような、種名だけを使うアプローチは種の進化的な歴史を考慮しません。最近、分子系統樹の増加によって、種の進化的な歴史を考慮した生物多様性を測定する方法がいくつか開発されました。その一つは系統的固有性(Phylogenetic endemism, PE; Rosauer ほか 2009)です。PEは種ではなく、系統樹の枝によって固有性を測る方法です。

      +

      PEを使うことによって、生物多様性を生み出す進化的なプロセスを垣間見ることができる。例えば、PEの高い、短い枝が密集している地域は最近の種分化（放散）によってできた可能性があり、このような地域を「neo-endemic」と呼びます。一方で、PEの高い、長い枝が密集している地域はかつて広く分布していた系統が多く絶滅したことによってできた可能性が高く、このような地域を「paleo-endemic」と呼びます。このような地域の区別をするために、Mishler ほか (2014) がCANAPEという方法を開発しました。

      +

      canaperの目的はRでCANAPEを行うことです。

      +
      +
      +

      実例：オーストラリアのアカシア

      +
      +
      +

      +
      Acacia pycnantha、写真Bidgee
      +
      +
      +

      canaperには元々のCANAPEの論文で解析されたデータセットが備えられています。オーストラリア産のアカシア1 のデータです。系統樹とコミュニティマトリックス（群集⾏列）からなっています。このデータセットを用いて簡単なデモを行います2。

      +

      ここで詳細には入りませんが、この例についてもっと知りたければ、canaperのウェブサイトをご覧ください。

      +

      CANAPE解析の全部を二つのコマンドだけでできます：cpr_rand_test()と cpr_classify_endem()。

      +
      +
      library(canaper)
+library(tidyverse)
+
+# 再現のためにシードを設定する
+set.seed(12345)
+
+# 1. ランダム化比解析を行う
+acacia_rand_res <- cpr_rand_test(
+  acacia$comm, acacia$phy,
+  null_model = "curveball",
+  n_reps = 99, n_iterations = 10000,
+  tbl_out = TRUE
+)
+
+# 2. 固有性を分類化する
+acacia_canape <- cpr_classify_endem(acacia_rand_res)
      +
      +

      では、アウトプットをみてみましょう。

      +

      cpr_rand_testがたくさん（全部で５４）の列を返します。コミュニティの各地点について、様々な（PEを含めた）指標です。

      +
      +
      acacia_rand_res
      +
      +
      # A tibble: 3,037 × 55
+   site    pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower
+   <chr>    <dbl>        <dbl>      <dbl>    <dbl>          <dbl>          <dbl>
+ 1 -1025… 0.0145        0.0227    0.00506  -1.62                1             98
+ 2 -1025… 0.0382        0.0497    0.00745  -1.54                8             91
+ 3 -1025… 0.0378        0.0369    0.00635   0.138              55             44
+ 4 -1025… 0.0570        0.0613    0.00829  -0.517              33             66
+ 5 -1025… 0.0409        0.0419    0.00614  -0.172              41             58
+ 6 -1025… 0.00998       0.0101    0.00193  -0.0429             49             48
+ 7 -1025… 0.0187        0.0225    0.00393  -0.958              19             80
+ 8 -1025… 0.0434        0.0536    0.00902  -1.14               15             84
+ 9 -1025… 0.0111        0.0101    0.00197   0.495              81             18
+10 -1025… 0.0903        0.0876    0.0112    0.240              61             38
+# ℹ 3,027 more rows
+# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,
+#   pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,
+#   pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,
+#   pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,
+#   pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,
+#   rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …
      +
      +
      +

      cpr_classify_endem()がもう一つの列をデータに付けます。新しい列は固有性の種類です。それぞれの種類が何回観察されたのか、数えてみましょう：

      +
      +
      count(acacia_canape, endem_type)
      +
      +
      # A tibble: 5 × 2
+  endem_type          n
+  <chr>           <int>
+1 mixed             176
+2 neo                 5
+3 not significant  2827
+4 paleo              12
+5 super              17
      +
      +
      +

      そして、今回計算した固有性の種類を地図にするとこうなります：

      +
      +
      +コード +
      # まず、図を作るためにデータをちょっといじる
+# （経緯度の列を加える）
+acacia_canape <- acacia_canape |>
+  separate(site, c("long", "lat"), sep = ":") |>
+  mutate(across(c(long, lat), parse_number))
+
+# 図のテーマをいじる
+theme_update(
+  panel.background = element_rect(fill = "white", color = "white"),
+  panel.grid.major = element_line(color = "grey60"),
+  panel.grid.minor = element_blank()
+  )
+
+ggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +
+  geom_tile() +
+  # cpr_endem_cols_4 はcanaperに入っているカラーユニバーサルデザインのパレット
+  scale_fill_manual(values = cpr_endem_cols_4) +
+  coord_fixed() +
+  guides(
+    fill = guide_legend(title.position = "top", label.position = "bottom")
+  ) +
+  theme(legend.position = "bottom", legend.title = element_blank())
      +
      +
      +
      +
      +

      +
      +
      +
      +
      +
      +
      +

      rOpenSci

      +

      もう一つ今回で初めてだったのがROpenSciにパッケージを投稿することでした。rOpenSciはRで書かれた研究用のソフトを支援する団体です。もし自分の研究用のパッケージを公開しようと考えているなら、とてもおすすめです。

      +

      というのは、まずはRパケージの書き方について非常に丁寧な説明書を提供しているからです。また、パッケージの自動的なチェックを行うパッケージも。これを使うだけでも自分のコードの腕がかなり上がりました。

      +

      次に、rOpenSciに投稿されたパッケージは徹底的なコードレビュー（査読）を受けることになっています。こうすることによって、自分だけではなかなか気づかなかったことを教えていただき、さらにコードの改善につながりました3。

      +

      しかし、何と言っても、やはりrOpenSciのコミュニティが素晴らしいです。とてもアクティブで広く開かれたコミュニティです。活動としては、Community Call（誰でも参加できるビデオコール）、バーチャルコーワークスペース、やSlackのチャットチャンネルがあります。

      +

      ご興味のある方は是非試してくださいね！そして、rOpenSciに感謝します!

      +
      +
      +

      参考情報

      +

      canaperについてもっと知りたい方はGitHubのサイト、パッケージのサイト、およびプレプリントをご覧下さい。

      +
      +
      +

      参考文献

      +
      +
      +Mishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, と Joseph T. Miller. 2014. 「Phylogenetic measures of biodiversity and neo- and paleo-endemism in Australian Acacia」. Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473. +
      +
      +Rosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, と Lyn G. Cook. 2009. 「Phylogenetic endemism: A new approach for identifying geographical concentrations of evolutionary history」. Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x. +
      +
      +
      + + + +

      再現性

      + + + + +

      脚注

      + +
        +

      1. アカシアはオーストラリアの被子植物の中で最も種が多い属です。１０００種近くあります。↩︎

        2. +

      2. なお、本デモに使う解析設定は都合上使っているだけで、本格的な解析にはおすすめしません。↩︎

        3. +

      3. 査読者のKlaus SchliepとLuis Osorio、そして編集者のToby Hockingに感謝しています！↩︎

        4. +
      +

      ライセンス

      引用

      BibTeX
      @online{nitta2022,
+  author = {Nitta, Joel},
+  title = {canaperがCRANに登録されました},
+  date = {2022-10-07},
+  url = {https://www.joelnitta.com/posts/canaper/},
+  langid = {ja}
+}
+
      引用方法
      +Nitta, Joel. 2022. “canaperがCRANに登録されました.” October +7, 2022. https://www.joelnitta.com/posts/canaper/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2022-10-07_canaper/index.ja_files/figure-html/acacia-plot-1.png b/posts/2022-10-07_canaper/index.ja_files/figure-html/acacia-plot-1.png new file mode 100644 index 0000000..253638d Binary files /dev/null and b/posts/2022-10-07_canaper/index.ja_files/figure-html/acacia-plot-1.png differ diff --git a/posts/2022-10-07_canaper/index_files/figure-html/acacia-plot-1.png b/posts/2022-10-07_canaper/index_files/figure-html/acacia-plot-1.png new file mode 100644 index 0000000..253638d Binary files /dev/null and b/posts/2022-10-07_canaper/index_files/figure-html/acacia-plot-1.png differ diff --git a/posts/2023-02-21_fern-family-tree/index.html b/posts/2023-02-21_fern-family-tree/index.html new file mode 100644 index 0000000..eeecfcd --- /dev/null +++ b/posts/2023-02-21_fern-family-tree/index.html @@ -0,0 +1,943 @@ + + + + + + + + + + + + +Joel Nitta - Making a fern family tree + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Making a fern family tree

      +
      +
      + How to make a family-level phylogenetic tree of ferns (or anything else) +
      +
      +
      +
      R
      +
      ferns
      +
      +
      +
      + +
      +
      Author
      +
      Affiliation
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      Published
      +
      +

      February 21, 2023

      +
      +
      + +
      +
      Modified
      +
      +

      December 9, 2023

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

      Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?

      +

      Basically it involves the following steps:

      +
        +
      1. Load a list of all species in the tree and the name of the family each belongs to.
        2. +
      2. Check that each family is monophyletic or monotypic (this must be true for the next step to work1).
        3. +
      3. Select a single exemplar species for each family (this could be any species within the family, as long as the family is monophyletic).
        4. +
      4. Trim the tree to only the exemplar species (one per family).
        5. +
      5. Rename the exemplar species with the family name.
        6. +
      +

      The code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.

      +

      A few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.

      +

      Of course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).

      +
      +
      # Load packages
+library(tidyverse)
+library(ftolr)
+library(ape)
+library(MonoPhy)
+library(assertr)
+
+# Check FTOL version and cutoff date
+ft_data_ver()
      +
      +
      [1] "1.5.0"
      +
      +
      ft_data_ver("cutoff")
      +
      +
      [1] "2023-06-15"
      +
      +
      # Load ultrametric fern tree, drop outgroup
+phy <- ft_tree(branch_len = "ultra", rooted = TRUE, drop_og = TRUE)
+
+# Inspect:
+phy
      +
      +
      
+Phylogenetic tree with 5750 tips and 5749 internal nodes.
+
+Tip labels:
+  Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...
+Node labels:
+  100/100, 100/100, 100, 100/100, 100, 90/100, ...
+
+Rooted; includes branch lengths.
      +
      +
      # Load fern taxonomy
+taxonomy <- ftol_taxonomy %>%
+  # Subset to only species in tree
+  filter(species %in% phy$tip.label)
+
+# Inspect:
+taxonomy
      +
      +
      # A tibble: 5,750 × 8
+   species                      genus         subfamily     family      suborder    order        major_clade outgroup
+   <chr>                        <chr>         <chr>         <chr>       <chr>       <chr>        <chr>       <lgl>   
+ 1 Acrostichum_danaeifolium     Acrostichum   Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 2 Actiniopteris_dimorpha       Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 4 Actiniopteris_australis      Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 5 Actiniopteris_radiata        Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 6 Onychium_cryptogrammoides    Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 7 Onychium_moupinense          Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 8 Onychium_japonicum           Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 9 Onychium_lucidum             Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+10 Onychium_plumosum            Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+# ℹ 5,740 more rows
      +
      +
      # Analyze monophyly of each family
+family_mono_test <- AssessMonophyly(
+  phy,
+  as.data.frame(taxonomy[, c("species", "family")])
+)
+
+# Check that all families are monophyletic or monotypic
+family_mono_summary <-
+  family_mono_test$family$result %>%
+  rownames_to_column("family") %>%
+  as_tibble() %>%
+  assert(in_set("Yes", "Monotypic"), Monophyly)
+
+# Inspect:
+family_mono_summary
      +
      +
      # A tibble: 48 × 9
+   family            Monophyly MRCA  `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers
+   <chr>             <chr>     <chr> <chr>   <chr>        <chr>        <chr>     <chr>       <chr>   
+ 1 Pteridaceae       Yes       5760  897     0            0            ""        NA          ""      
+ 2 Polypodiaceae     Yes       6666  935     0            0            ""        NA          ""      
+ 3 Davalliaceae      Yes       7600  42      0            0            ""        NA          ""      
+ 4 Oleandraceae      Yes       7641  10      0            0            ""        NA          ""      
+ 5 Tectariaceae      Yes       7650  138     0            0            ""        NA          ""      
+ 6 Nephrolepidaceae  Yes       7787  19      0            0            ""        NA          ""      
+ 7 Lomariopsidaceae  Yes       7805  44      0            0            ""        NA          ""      
+ 8 Dryopteridaceae   Yes       7848  984     0            0            ""        NA          ""      
+ 9 Didymochlaenaceae Yes       8831  9       0            0            ""        NA          ""      
+10 Hypodematiaceae   Yes       8839  26      0            0            ""        NA          ""      
+# ℹ 38 more rows
      +
      +
      # Get one exemplar tip (species) per family
+rep_tips <-
+  taxonomy %>%
+  group_by(family) %>%
+  slice(1) %>%
+  ungroup()
+
+# Subset phylogeny to one tip per family
+phy_family <- ape::keep.tip(phy, rep_tips$species)
+
+# Relabel with family names
+new_tips <-
+tibble(species = phy_family$tip.label) %>%
+  left_join(rep_tips, by = "species") %>%
+  pull(family)
+
+phy_family$tip.label <- new_tips
+
+# Visualize tree
+plot(ladderize(phy_family), no.margin = TRUE)
      +
      +
      +
      +

      +
      +
      +
      +
      + + + +

      Reproducibility

      + + + + +

      Footnotes

      + +
        +

      1. Another condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎

        2. +
      +

      Reuse

      Citation

      BibTeX citation:
      @online{nitta2023,
+  author = {Nitta, Joel},
+  title = {Making a Fern Family Tree},
+  date = {2023-02-21},
+  url = {https://www.joelnitta.com/posts/fern-family/},
+  langid = {en}
+}
+
      For attribution, please cite this work as:
      +Nitta, Joel. 2023. “Making a Fern Family Tree.” February +21, 2023. https://www.joelnitta.com/posts/fern-family/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2023-02-21_fern-family-tree/index.ja.html b/posts/2023-02-21_fern-family-tree/index.ja.html new file mode 100644 index 0000000..a99f7ae --- /dev/null +++ b/posts/2023-02-21_fern-family-tree/index.ja.html @@ -0,0 +1,942 @@ + + + + + + + + + + + +Joel Nitta - Making a fern family tree + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      +
      +
      +

      Making a fern family tree

      +
      +
      + How to make a family-level phylogenetic tree of ferns (or anything else) +
      +
      +
      +
      R
      +
      ferns
      +
      +
      +
      + +
      +
      作者
      +
      所属
      + +
      +

      Joel Nitta

      +
      +
      +

      + + University of Tokyo + +

      +
      +
      + +
      + + +
      +
      公開
      +
      +

      2023年2月21日

      +
      +
      + +
      +
      更新日
      +
      +

      2023年12月9日

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

      Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?

      +

      Basically it involves the following steps:

      +
        +
      1. Load a list of all species in the tree and the name of the family each belongs to.
        2. +
      2. Check that each family is monophyletic or monotypic (this must be true for the next step to work1).
        3. +
      3. Select a single exemplar species for each family (this could be any species within the family, as long as the family is monophyletic).
        4. +
      4. Trim the tree to only the exemplar species (one per family).
        5. +
      5. Rename the exemplar species with the family name.
        6. +
      +

      The code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.

      +

      A few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.

      +

      Of course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).

      +
      +
      # Load packages
+library(tidyverse)
+library(ftolr)
+library(ape)
+library(MonoPhy)
+library(assertr)
+
+# Check FTOL version and cutoff date
+ft_data_ver()
      +
      +
      [1] "1.5.0"
      +
      +
      ft_data_ver("cutoff")
      +
      +
      [1] "2023-06-15"
      +
      +
      # Load ultrametric fern tree, drop outgroup
+phy <- ft_tree(branch_len = "ultra", rooted = TRUE, drop_og = TRUE)
+
+# Inspect:
+phy
      +
      +
      
+Phylogenetic tree with 5750 tips and 5749 internal nodes.
+
+Tip labels:
+  Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...
+Node labels:
+  100/100, 100/100, 100, 100/100, 100, 90/100, ...
+
+Rooted; includes branch lengths.
      +
      +
      # Load fern taxonomy
+taxonomy <- ftol_taxonomy %>%
+  # Subset to only species in tree
+  filter(species %in% phy$tip.label)
+
+# Inspect:
+taxonomy
      +
      +
      # A tibble: 5,750 × 8
+   species                      genus         subfamily     family      suborder    order        major_clade outgroup
+   <chr>                        <chr>         <chr>         <chr>       <chr>       <chr>        <chr>       <lgl>   
+ 1 Acrostichum_danaeifolium     Acrostichum   Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 2 Actiniopteris_dimorpha       Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 4 Actiniopteris_australis      Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 5 Actiniopteris_radiata        Actiniopteris Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 6 Onychium_cryptogrammoides    Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 7 Onychium_moupinense          Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 8 Onychium_japonicum           Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+ 9 Onychium_lucidum             Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+10 Onychium_plumosum            Onychium      Pteridoideae  Pteridaceae Pteridineae Polypodiales Pteridineae FALSE   
+# ℹ 5,740 more rows
      +
      +
      # Analyze monophyly of each family
+family_mono_test <- AssessMonophyly(
+  phy,
+  as.data.frame(taxonomy[, c("species", "family")])
+)
+
+# Check that all families are monophyletic or monotypic
+family_mono_summary <-
+  family_mono_test$family$result %>%
+  rownames_to_column("family") %>%
+  as_tibble() %>%
+  assert(in_set("Yes", "Monotypic"), Monophyly)
+
+# Inspect:
+family_mono_summary
      +
      +
      # A tibble: 48 × 9
+   family            Monophyly MRCA  `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers
+   <chr>             <chr>     <chr> <chr>   <chr>        <chr>        <chr>     <chr>       <chr>   
+ 1 Pteridaceae       Yes       5760  897     0            0            ""        NA          ""      
+ 2 Polypodiaceae     Yes       6666  935     0            0            ""        NA          ""      
+ 3 Davalliaceae      Yes       7600  42      0            0            ""        NA          ""      
+ 4 Oleandraceae      Yes       7641  10      0            0            ""        NA          ""      
+ 5 Tectariaceae      Yes       7650  138     0            0            ""        NA          ""      
+ 6 Nephrolepidaceae  Yes       7787  19      0            0            ""        NA          ""      
+ 7 Lomariopsidaceae  Yes       7805  44      0            0            ""        NA          ""      
+ 8 Dryopteridaceae   Yes       7848  984     0            0            ""        NA          ""      
+ 9 Didymochlaenaceae Yes       8831  9       0            0            ""        NA          ""      
+10 Hypodematiaceae   Yes       8839  26      0            0            ""        NA          ""      
+# ℹ 38 more rows
      +
      +
      # Get one exemplar tip (species) per family
+rep_tips <-
+  taxonomy %>%
+  group_by(family) %>%
+  slice(1) %>%
+  ungroup()
+
+# Subset phylogeny to one tip per family
+phy_family <- ape::keep.tip(phy, rep_tips$species)
+
+# Relabel with family names
+new_tips <-
+tibble(species = phy_family$tip.label) %>%
+  left_join(rep_tips, by = "species") %>%
+  pull(family)
+
+phy_family$tip.label <- new_tips
+
+# Visualize tree
+plot(ladderize(phy_family), no.margin = TRUE)
      +
      +
      +
      +

      +
      +
      +
      +
      + + + +

      Reproducibility

      + + + + +

      脚注

      + +
        +

      1. Another condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎

        2. +
      +

      ライセンス

      引用

      BibTeX
      @online{nitta2023,
+  author = {Nitta, Joel},
+  title = {Making a fern family tree},
+  date = {2023-02-21},
+  url = {https://www.joelnitta.com/posts/fern-family/},
+  langid = {ja}
+}
+
      引用方法
      +Nitta, Joel. 2023. “Making a fern family tree.” February +21, 2023. https://www.joelnitta.com/posts/fern-family/. +
      + + + + +
      + + + + + \ No newline at end of file diff --git a/posts/2023-02-21_fern-family-tree/index.ja_files/figure-html/make-tree-1.png b/posts/2023-02-21_fern-family-tree/index.ja_files/figure-html/make-tree-1.png new file mode 100644 index 0000000..9143274 Binary files /dev/null and b/posts/2023-02-21_fern-family-tree/index.ja_files/figure-html/make-tree-1.png differ diff --git a/posts/2023-02-21_fern-family-tree/index_files/figure-html/make-tree-1.png b/posts/2023-02-21_fern-family-tree/index_files/figure-html/make-tree-1.png new file mode 100644 index 0000000..9143274 Binary files /dev/null and b/posts/2023-02-21_fern-family-tree/index_files/figure-html/make-tree-1.png differ diff --git a/publications.html b/publications.html new file mode 100644 index 0000000..44d529b --- /dev/null +++ b/publications.html @@ -0,0 +1,769 @@ + + + + + + + + +Joel Nitta - Publications + + + + + + + + + + + + + + +
      +
      + + + + +
      +

      Publications

      +
      + + + +
      + + +
      +
      Published
      +
      +

      December 9, 2023

      +
      +
      + + +
      + + + +

      Google Scholar

      + +

      2023

      +

      Chen, C., S. Lindsay, J. H. Nitta, G. Rouhan, M. Sundue, L. R. Perrie, Y. Huang, W. Chiou, and K. Chung (2023). “Systematics and biogeography of the Old World fern genus Antrophyum”. In: Cladistics, p. cla.12538. DOI: 10.1111/cla.12538
      Code PDF

      +

      Nitta, J. H. (2023). “Machine learning methods reveal processes affecting abundance at multiple scales. A commentary on ‘Global and regional drivers of abundance patterns in the hart’s tongue fern complex (Aspleniaceae)’”. In: Annals of Botany 131.5, pp. i-ii. DOI: 10.1093/aob/mcad024
      Code PDF

      +

      Nitta, J. H., S. W. Laffan, B. D. Mishler, and W. Iwasaki (2023). “canaper: Categorical analysis of neo‐ and paleo‐endemism in R”. In: Ecography, p. e06638. DOI: 10.1111/ecog.06638
      Preprint Code PDF

      +

      Nitta, J. H. (2023). “Ferns as a model system for evolutionary biology”. In: The Journal of Phytogeography and Taxonomy 71.2, pp. 115-126. DOI: 10.18942/chiribunrui.0712-03
      Code PDF

      +

      Song, M. J., C. J. Rothfels, E. Schuettpelz, J. H. Nitta, L. Huiet, F. Li, and K. M. Wefferling (2023). “Resolving deep relationships and revealing ancient whole-genome duplications in Pteridaceae using transcriptomic data”. In: American Fern Journal 113.3. DOI: 10.1640/0002-8444-113.3.191
      PDF

      +

      2022

      +

      Nitta, J. H., E. Schuettpelz, S. Ramírez-Barahona, and W. Iwasaki (2022). “An open and continuously updated fern tree of life”. In: Frontiers in Plant Science 13, p. 909768. DOI: 10.3389/fpls.2022.909768
      Preprint Code Data PDF

      +

      Nitta, J. H., B. D. Mishler, W. Iwasaki, and A. Ebihara (2022). “Spatial phylogenetics of Japanese ferns: Patterns, processes, and implications for conservation”. In: American Journal of Botany 109.5, pp. 727-745. DOI: 10.1002/ajb2.1848
      Preprint Code Data PDF

      +

      Nitta, J. H. and S. M. Chambers (2022). “Identifying cryptic fern gametophytes using DNA barcoding: A review”. In: Applications in Plant Sciences 10, p. e11465. DOI: 10.1002/aps3.11465
      Preprint Code PDF

      +

      2021

      +

      Nitta, J. H., J. E. Watkins Jr., N. M. Holbrook, T. W. Wang, and C. C. Davis (2021). “Ecophysiological differentiation between life stages in filmy ferns (Hymenophyllaceae)”. In: Journal of Plant Research 134.5, pp. 971-988. DOI: 10.1007/s10265-021-01318-z
      Preprint Code Data PDF

      +

      2020

      +

      Nitta, J. H., A. Ebihara, and A. R. Smith (2020). “A taxonomic and molecular survey of the pteridophytes of the Nectandra Cloud Forest Reserve, Costa Rica”. In: PLoS ONE 15.11, p. e0241231. DOI: 10.1371/journal.pone.0241231
      Code Data PDF

      +

      Nitta, J. H., J. E. Watkins Jr., and C. C. Davis (2020). “Life in the canopy: Community trait assessments reveal substantial functional diversity among fern epiphytes”. In: New Phytologist 227.6, pp. 1885-1899. DOI: 10.1111/nph.16607
      Code Data PDF

      +

      2019

      +

      Ebihara, A. and J. H. Nitta (2019). “An update and reassessment of fern and lycophyte diversity data in the Japanese Archipelago”. In: Journal of Plant Research 132.6, pp. 723-738. DOI: 10.1007/s10265-019-01137-3
      Code Data PDF

      +

      Ebihara, A., J. H. Nitta, Y. Matsumoto, Y. Fukazawa, M. Kurihara, H. Yokote, K. Sakuma, O. Azakami, Y. Hirayama, and R. Imaichi (2019). “Growth dynamics of independent gametophytes of Pleurosoriopsis makinoi (Polypodiaceae)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 45.2, pp. 77-86.
      Code PDF

      +

      Nitta, J. H. and A. Ebihara (2019). “Virtual issue: Ecology and evolution of pteridophytes in the era of molecular genetics”. In: Journal of Plant Research 132.6, pp. 719-721. DOI: 10.1007/s10265-019-01139-1
      PDF

      +

      2018

      +

      Gilbert, K. J., J. H. Nitta, G. Talavera, and N. E. Pierce (2018). “Keeping an eye on coloration: Ecological correlates of the evolution of pitcher traits in the genus Nepenthes (Caryophyllales)”. In: Biological Journal of the Linnean Society 123.2, pp. 321-337. DOI: 10.1093/biolinnean/blx142
      PDF

      +

      Nitta, J. H., S. Amer, and C. C. Davis (2018). “Microsorum × tohieaense (Polypodiaceae), a new hybrid fern from French Polynesia, with implications for the taxonomy of Microsorum”. In: Systematic Botany 43.2, pp. 397-413. DOI: 10.1600/036364418X697166
      Data PDF

      +

      2017

      +

      Nitta, J. H., J. Meyer, R. Taputuarai, and C. C. Davis (2017). “Life cycle matters: DNA barcoding reveals contrasting community structure between fern sporophytes and gametophytes”. In: Ecological Monographs 87.2, pp. 278-296. DOI: 10.1002/ecm.1246
      PDF

      +

      Pinson, J. B., S. M. Chambers, J. H. Nitta, L. Kuo, and E. B. Sessa (2017). “The separation of generations: Biology and biogeography of long-lived sporophyteless fern gametophytes”. In: International Journal of Plant Sciences 178.1, pp. 1-18. DOI: 10.1086/688773
      PDF

      +

      Zhou, X., L. Zhang, C. Chen, C. Li, Y. Huang, D. Chen, N. T. Thi, D. Cicuzza, R. Knapp, T. T. Tam, J. H. Nitta, X. Gao, and L. Zhang (2017). “A plastid phylogeny and character evolution of the Old World fern genus Pyrrosia (Polypodiaceae) with the description of a new genus: Hovenkampia (Polypodiaceae)”. In: Molecular Phylogenetics and Evolution 114, pp. 271-294. DOI: 10.1016/j.ympev.2017.06.020
      PDF

      +

      2016

      +

      Pouteau, R., J. Meyer, P. Blanchard, J. H. Nitta, M. Terorotua, and R. Taputuarai (2016). “Fern species richness and abundance are indicators of climate change on high-elevation islands: evidence from an elevational gradient on Tahiti (French Polynesia)”. In: Climatic Change 138, pp. 143-156. DOI: 10.1007/s10584-016-1734-x
      PDF

      +

      2015

      +

      Chen, C., J. H. Nitta, M. Fanerii, T. Y. A. Yang, F. Pitisopa, C. W. Li, and W. Chiou (2015). “Antrophyum solomonense (Pteridaceae), a new species from the Solomon Islands, and its systematic position based on phylogenetic analysis”. In: Systematic Botany 40.3, pp. 645-651. DOI: 10.1600/036364415X689357
      PDF

      +

      2013

      +

      Ebihara, A., A. Yamaoka, N. Mizukami, A. Sakoda, J. H. Nitta, and R. Imaichi (2013). “A survey of the fern gametophyte flora of Japan: Frequent independent occurrences of noncordiform gametophytes”. In: American Journal of Botany 100.4, pp. 735-743. DOI: 10.3732/ajb.1200555
      PDF

      +

      2011

      +

      Nitta, J. H., A. Ebihara, and M. Ito (2011). “Reticulate evolution in the Crepidomanes minutum species complex (Hymenophyllaceae)”. In: American Journal of Botany 98.11, pp. 1782-1800. DOI: 10.3732/ajb.1000484
      PDF

      +

      Nitta, J. H., J. Meyer, and A. R. Smith (2011). “Pteridophytes of Mo’orea, French Polynesia: Additional new records”. In: American Fern Journal 101.1, pp. 36-49. DOI: 10.1640/0002-8444-101.1.36
      PDF

      +

      2010

      +

      Ebihara, A., J. H. Nitta, and M. Ito (2010). “Molecular species identification with rich floristic sampling: DNA barcoding the pteridophyte flora of Japan”. In: PLoS ONE 5.12, p. e15136. DOI: 10.1371/journal.pone.0015136
      PDF

      +

      Ebihara, A., J. H. Nitta, and K. Iwatsuki (2010). “The Hymenophyllaceae of the Pacific area. 2. Hymenophyllum (excluding subgen. Hymenophyllum)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 36.2, pp. 43-59.
      PDF

      +

      2009

      +

      Ebihara, A., J. H. Nitta, D. Lorence, and J. Dubuisson (2009). “New records of Polyphlebium borbonicum, an African filmy fern, in the New World and Polynesia”. In: American Fern Journal 99.3, pp. 200-206. DOI: 10.1640/0002-8444-99.3.200
      PDF

      +

      Nitta, J. H. and M. J. Epps (2009). “Hemi-epiphytism in Vandenboschia collariata (Hymenophyllaceae)”. In: Brittonia 61.4, pp. 392-397. DOI: 10.1007/s12228-009-9097-5
      PDF

      +

      2008

      +

      Nitta, J. H. (2008). “Exploring the utility of three plastid loci for biocoding the filmy ferns (Hymenophyllaceae) of Moorea”. In: Taxon 57.3, pp. 725-736. DOI: 10.1002/tax.573006
      PDF

      +

      Nitta, J. H. and P. O’grady (2008). “Mitochondrial phylogeny of the endemic Hawaiian craneflies (Diptera, Limoniidae, Dicranomyia): Implications for biogeography and species formation”. In: Molecular Phylogenetics and Evolution 46.3, pp. 1182-1190. DOI: 10.1016/j.ympev.2007.12.021
      PDF

      + + +
      +
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If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#update-2022-06-06", + "href": "posts/2021-11-24_using-giscus/index.html#update-2022-06-06", + "title": "Enable giscus in Distill", + "section": "", + "text": "Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#tldr", + "href": "posts/2021-11-24_using-giscus/index.html#tldr", + "title": "Enable giscus in Distill", + "section": "TL;DR", + "text": "TL;DR\n\ngiscus is a free, open-source commenting system for blogs that uses the GitHub API\ngiscus uses GitHub Discussions (not Issues) to store data\nI show how to enable giscus on a Distill blog\n\n\n\n\n\n\n\nFigure 1: Image by Adam Solomon on unsplash" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#why-distill-and-giscus", + "href": "posts/2021-11-24_using-giscus/index.html#why-distill-and-giscus", + "title": "Enable giscus in Distill", + "section": "Why Distill and giscus?", + "text": "Why Distill and giscus?\nLike many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!\nFortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#how-to-set-up-giscus-on-distill", + "href": "posts/2021-11-24_using-giscus/index.html#how-to-set-up-giscus-on-distill", + "title": "Enable giscus in Distill", + "section": "How to set up giscus on Distill", + "text": "How to set up giscus on Distill\nThere are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!\n\nEnable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).\nInstall the giscus GitHub app and configure it to have access to your blog’s repo.\nGo to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.\n\n\n\n\n\n\n\nFigure 2: giscus configuration menu.\n\n\n\n\n\n\n\n\n\nFigure 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated.\n\n\n\nAs described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…\n\nAdd an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):\n\n<script>\n document.addEventListener(\"DOMContentLoaded\", function () {\n if (!/posts/.test(location.pathname)) {\n return;\n }\n\n var script = document.createElement(\"script\");\n script.src = \"https://giscus.app/client.js\";\n script.setAttribute(\"data-repo\", \"[ENTER REPO HERE]\");\n script.setAttribute(\"data-repo-id\", \"[ENTER REPO ID HERE]\");\n script.setAttribute(\"data-category\", \"[ENTER CATEGORY NAME HERE]\");\n script.setAttribute(\"data-category-id\", \"[ENTER CATEGORY ID HERE]\");\n script.setAttribute(\"data-mapping\", \"pathname\");\n script.setAttribute(\"data-reactions-enabled\", \"0\");\n script.setAttribute(\"data-emit-metadata\", \"0\");\n script.setAttribute(\"data-theme\", \"light\");\n script.setAttribute(\"data-lang\", \"en\");\n\n /* wait for article to load, append script to article element */\n var observer = new MutationObserver(function (mutations, observer) {\n var article = document.querySelector(\"d-article\");\n if (article) {\n observer.disconnect();\n /* HACK: article scroll */\n article.setAttribute(\"style\", \"overflow-y: hidden\");\n article.appendChild(script);\n }\n });\n\n observer.observe(document.body, { childList: true });\n });\n </script>\nIf you compare the above code with the HTML block in the giscus app (Figure 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.\n\nModify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:\n\noutput: \n distill::distill_article:\n includes:\n in_header: giscus.html\nThat’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#reproducibility", + "href": "posts/2021-11-24_using-giscus/index.html#reproducibility", + "title": "Enable giscus in Distill", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.html#footnotes", + "href": "posts/2021-11-24_using-giscus/index.html#footnotes", + "title": "Enable giscus in Distill", + "section": "Footnotes", + "text": "Footnotes\n\n\nI have converted my website to Quarto.↩︎\nblogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎\ndisqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎\nFor example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎\nThe _site.yml file is longer than this, but I’m just showing the relevant code to add. You can see my _site.yml file here.↩︎" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#about-contmap", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#about-contmap", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#default-colors", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#default-colors", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Default colors", + "text": "Default colors\nI have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.\nFor example, let’s borrow some example code and look at the default plot:\n\n# code modified slightly from http://www.phytools.org/eqg2015/asr.html\n\n## Load needed packages for this blogpost\nlibrary(phytools)\nlibrary(ggtree)\nlibrary(tidyverse)\nlibrary(scico)\nlibrary(viridisLite)\n\n\n## Load anole tree\nanole.tree <- read.tree(\"http://www.phytools.org/eqg2015/data/anole.tre\")\n\n## Load anole trait data, extract snout-vent-length (svl) as named vector\nsvl <- read_csv(\"http://www.phytools.org/eqg2015/data/svl.csv\") %>%\n mutate(svl = set_names(svl, species)) %>%\n pull(svl)\n\n# Plot with default color scheme\ncontmap_obj <- contMap(anole.tree, svl, plot = FALSE)\n\nplot(\n contmap_obj, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n\n\nFigure 1: Default rainbow color scheme. Pretty, but confusing.\n\n\n\n\n\nAlthough this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#defining-a-new-color-palette", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#defining-a-new-color-palette", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Defining a new color palette", + "text": "Defining a new color palette\nphytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:\n\n# colorRampPalette() produces a function\nmy_color_func <- colorRampPalette(c(\"red\", \"yellow\"))\nclass(my_color_func)\n\n[1] \"function\"\n\n# The function generates n colors interpolating between\n# the colors originally passed to colorRampPalette()\nmy_colors <- my_color_func(n = 6)\nscales::show_col(my_colors)\n\n\n\n\n\n\n\nFigure 2: A red-to-yellow color ramp.\n\n\n\n\n\nSo, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#using-viridis-or-scico-palettes", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#using-viridis-or-scico-palettes", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Using viridis or scico palettes", + "text": "Using viridis or scico palettes\nWell, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.\n\n# viridis color palette with 6 colors\nviridis(6)\n\n[1] \"#440154FF\" \"#414487FF\" \"#2A788EFF\" \"#22A884FF\" \"#7AD151FF\" \"#FDE725FF\"\n\n# colorRampPalette() replicating viridis color palette\ncolorRampPalette(viridis(6))(6)\n\n[1] \"#440154\" \"#414487\" \"#2A788E\" \"#22A884\" \"#7AD151\" \"#FDE725\"\n\n\nSo here is the viridis version of the phytools plot:\n\n# Count the number of unique character states in the observed data:\nn_cols <- n_distinct(svl)\n\n# Change the color palette\ncontmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_viridis, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\nFigure 3: Viridis colors. Better.\n\n\n\n\n\nAnd here is another one, this time using a palette from scico:\n\n# Change the color palette\ncontmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = \"bilbao\"))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_scico, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\nFigure 4: Scico colors. My personal favorite.\n\n\n\n\n\nI personally find this one even easier to interpret than viridis. It’s very clear which values are low and high." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#ggtree", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#ggtree", + "title": "Selecting color schemes for mapping ancestral states", + "section": "ggtree", + "text": "ggtree\nJust for completeness, here is code to replicate the plot in ggtree.\n\n# Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree\n\n# Fit an ancestral state character reconstruction\nfit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)\n\n# Make a dataframe with trait values at the tips\ntd <- data.frame(\n node = nodeid(anole.tree, names(svl)),\n trait = svl)\n\n# Make a dataframe with estimated trait values at the nodes\nnd <- data.frame(node = names(fit$ace), trait = fit$ace)\n\n# Combine these with the tree data for plotting with ggtree\nd <- rbind(td, nd)\nd$node <- as.numeric(d$node)\ntree <- full_join(anole.tree, d, by = 'node')\n\nggtree(\n tree, \n aes(color = trait), \n layout = 'circular', \n ladderize = FALSE, continuous = \"color\", size = 1) +\n # >>> The important part! <<<\n # Choose your favorite scale_color_* function here: \n scale_color_scico(palette = \"bilbao\") + \n geom_tiplab(hjust = -.1, size = 2, color = \"black\") + \n xlim(0, 1.2) + \n theme(\n legend.position = c(0, .82),\n legend.text = element_text(size = 8),\n legend.title = element_text(size = 8)\n ) \n\n\n\n\n\n\n\nFigure 5: Scico colors with ggtree.\n\n\n\n\n\nThat’s it!" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.html#reproducibility", + "href": "posts/2021-06-02_color-scheme-anc-states/index.html#reproducibility", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\nFigure 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#tldr", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#tldr", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\nFigure 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#what-im-looking-for-in-a-pipeline-manager", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#what-im-looking-for-in-a-pipeline-manager", + "title": "Managing bioinformatics pipelines with R", + "section": "What I’m looking for in a pipeline manager", + "text": "What I’m looking for in a pipeline manager\nThese are some qualities that I want to see in a pipeline manager.\n\nAutomated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.\nEfficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.\nReproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#enter-targets", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#enter-targets", + "title": "Managing bioinformatics pipelines with R", + "section": "Enter targets", + "text": "Enter targets\nThe targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#targets-meets-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#targets-meets-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "targets meets Docker", + "text": "targets meets Docker\nHowever, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?\nMost bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.\nSo I will run most of the steps of the pipeline in available Docker containers." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#avoiding-docker-in-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#avoiding-docker-in-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "Avoiding Docker-in-Docker", + "text": "Avoiding Docker-in-Docker\n\n\n\n\n\n\nFigure 2: Image by Giordano Rossoni on unsplash.\n\n\n\nHowever, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3\nThe solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#first-things-first-set-up-the-project", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#first-things-first-set-up-the-project", + "title": "Managing bioinformatics pipelines with R", + "section": "First things first: Set up the project", + "text": "First things first: Set up the project\nI need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.\nFrom the command line, that just looks like:\n\nmkdir targets_bioinfo_example\ncd targets_bioinfo_example\n\nNext, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):\n\n\n# environment.yml\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml\n# renv.lock\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock\n# _targets.R\ncurl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R\n\nFrom here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.\nAlso, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#running-r-with-conda", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#running-r-with-conda", + "title": "Managing bioinformatics pipelines with R", + "section": "Running R with Conda", + "text": "Running R with Conda\nConda environments can be specified using a yml file, often named environment.yml.\nThis is the environment.yml file for this project:\nname: bioinfo-example-env\nchannels:\n - conda-forge\n - bioconda\n - defaults\ndependencies:\n - r-renv=0.14.*\nIt’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.\nWe can recreate the Conda environment from environment.yml (you should have downloaded it above) with:\n\n\nconda env create -f environment.yml\n\n\n\nCollecting package metadata (repodata.json): ...working... done\nSolving environment: ...working... done\n\n\n==> WARNING: A newer version of conda exists. <==\n current version: 23.5.0\n latest version: 23.7.4\n\nPlease update conda by running\n\n $ conda update -n base -c defaults conda\n\nOr to minimize the number of packages updated during conda update use\n\n conda install conda=23.7.4\n\n\n\nDownloading and Extracting Packages\n\nPreparing transaction: ...working... done\nVerifying transaction: ...working... done\nExecuting transaction: ...working... done\n#\n# To activate this environment, use\n#\n# $ conda activate bioinfo-example-env\n#\n# To deactivate an active environment, use\n#\n# $ conda deactivate\n\n\nAs the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.\nOn my computer, this looks like:\n(base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env\n(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R\n\nR version 4.1.1 (2021-08-10) -- \"Kick Things\"\nCopyright (C) 2021 The R Foundation for Statistical Computing\nPlatform: x86_64-apple-darwin13.4.0 (64-bit)\n\nR is free software and comes with ABSOLUTELY NO WARRANTY.\nYou are welcome to redistribute it under certain conditions.\nType 'license()' or 'licence()' for distribution details.\n\n Natural language support but running in an English locale\n\nR is a collaborative project with many contributors.\nType 'contributors()' for more information and\n'citation()' on how to cite R or R packages in publications.\n\nType 'demo()' for some demos, 'help()' for on-line help, or\n'help.start()' for an HTML browser interface to help.\nType 'q()' to quit R.\n\n> \nNotice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.\nNow we have a fixed version of R, with a fixed version of renv." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#maintain-r-packages-with-renv", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#maintain-r-packages-with-renv", + "title": "Managing bioinformatics pipelines with R", + "section": "Maintain R packages with renv", + "text": "Maintain R packages with renv\nThe next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.\nThis is what the entry in the renv.lock file for this project for the package Matrix looks like:\n\"Matrix\": {\n \"Package\": \"Matrix\",\n \"Version\": \"1.5-4\",\n \"Source\": \"Repository\",\n \"Repository\": \"CRAN\",\n \"Hash\": \"e779c7d9f35cc364438578f334cffee2\",\n \"Requirements\": [\n \"lattice\"\n ]\n}\nAssuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:\n\nrenv::activate() # Turn on renv\nrenv::restore() # Install packages\n\nYou should see something like this6:\nThe following package(s) will be updated:\n\n# CRAN ===============================\n- Matrix [* -> 1.3-4]\n- R6 [* -> 2.5.1]\n- Rcpp [* -> 1.0.7]\n- RcppArmadillo [* -> 0.10.6.0.0]\n- RcppParallel [* -> 5.1.4]\n- assertthat [* -> 0.2.1]\n- babelwhale [* -> 1.0.3]\n- callr [* -> 3.7.0]\n\n...\nIf you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#putting-it-all-together", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#putting-it-all-together", + "title": "Managing bioinformatics pipelines with R", + "section": "Putting it all together", + "text": "Putting it all together\nOK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.\nHere is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\n# (here, we are using Docker, not Singularity)\nset_default_config(create_docker_config())\n\n# Define workflow\nlist(\n # Download example fastq files\n tar_file(\n read_1, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq\",\n destfile = \"R1.fq\")\n \"R1.fq\"\n }\n ),\n tar_file(\n read_2, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq\",\n destfile = \"R2.fq\")\n \"R2.fq\"\n }\n ),\n # Clean the fastq file with fastp\n tar_file(\n fastp_out, {\n babelwhale::run(\n # Name of docker image, with tag specifying version\n \"quay.io/biocontainers/fastp:0.23.1--h79da9fb_0\",\n # Command to run\n command = \"fastp\",\n # Arguments to the command\n args = c(\n # fastq input files\n \"-i\", paste0(\"/wd/\", read_1), \n \"-I\", paste0(\"/wd/\", read_2), \n # fastq output files\n \"-o\", \"/wd/R1_trim.fq\",\n \"-O\", \"/wd/R2_trim.fq\",\n # trim report file\n \"-h\", \"/wd/trim_report.html\"),\n # Volume mounting specification\n # this uses getwd(), but here::here() is also a good method\n volumes = paste0(getwd(), \":/wd/\")\n )\n c(\"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\")\n }\n )\n)\n\nIn order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).\nFinally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:\n\ntargets::tar_make()\n\n▶ start target read_1\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'\nContent type 'text/plain; charset=utf-8' length 3041 bytes\n==================================================\ndownloaded 3041 bytes\n\n● built target read_1 [0.157 seconds]\n▶ start target read_2\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'\nContent type 'text/plain; charset=utf-8' length 3343 bytes\n==================================================\ndownloaded 3343 bytes\n\n● built target read_2 [0.161 seconds]\n▶ start target fastp_out\n● built target fastp_out [3.16 seconds]\n▶ end pipeline [3.53 seconds]\n\n\nYou should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder)." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#next-steps", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#next-steps", + "title": "Managing bioinformatics pipelines with R", + "section": "Next steps", + "text": "Next steps\n\n\n\n\n\n\nFigure 3: Image by JOHN TOWNER on unsplash\n\n\n\nThe example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.\nWe can also see this by visualizing the pipeline:\n\ntargets::tar_visnetwork()\n\n\n\n\n\nTo keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.\nBy splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\nset_default_config(create_docker_config())\n\n# Load functions\nsource(\"R/functions.R\")\n\ntar_plan(\n # Download example fastq files\n tar_file(read_1, download_read(\"R1.fq\")),\n tar_file(read_2, download_read(\"R2.fq\")),\n # Clean the fastq files with fastp\n tar_file(\n fastp_out, \n fastp(read_1, read_2, \"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\"\n )\n )\n)\n\nYou can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.\nFurthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.\nI have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#conclusion", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#conclusion", + "title": "Managing bioinformatics pipelines with R", + "section": "Conclusion", + "text": "Conclusion\nI am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#reproducibility", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#reproducibility", + "title": "Managing bioinformatics pipelines with R", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.html#footnotes", + "href": "posts/2021-11-16_r-bioinfo-flow/index.html#footnotes", + "title": "Managing bioinformatics pipelines with R", + "section": "Footnotes", + "text": "Footnotes\n\n\nDocker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎\nBioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎\nThink Inception.↩︎\nConda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎\nThe asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎\nI’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎\nI typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎\nI won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html", + "href": "posts/2022-10-07_canaper/index.html", + "title": "canaper is on CRAN", + "section": "", + "text": "(Read this blogpost in Japanese)\nI am happy to announce that canaper v1.0.0 is now available on CRAN! Although I have authored several R packages and made them available via GitHub, this is my first original package to be on CRAN.\nWhat is canaper you ask?\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\n(from the package DESCRIPTION).\nIf that interests you, please read on!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#introducing-canaper", + "href": "posts/2022-10-07_canaper/index.html#introducing-canaper", + "title": "canaper is on CRAN", + "section": "", + "text": "(Read this blogpost in Japanese)\nI am happy to announce that canaper v1.0.0 is now available on CRAN! Although I have authored several R packages and made them available via GitHub, this is my first original package to be on CRAN.\nWhat is canaper you ask?\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\n(from the package DESCRIPTION).\nIf that interests you, please read on!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#phylogenetic-endemism-and-canape", + "href": "posts/2022-10-07_canaper/index.html#phylogenetic-endemism-and-canape", + "title": "canaper is on CRAN", + "section": "Phylogenetic endemism and CANAPE", + "text": "Phylogenetic endemism and CANAPE\nBiodiversity is often measured by species richness, or counting the number of species in an area. Likewise, endemism is often quantified by the number of species that are completely restricted (endemic) to an area. However, such purely taxonomic approaches ignore evolutionary history. Thanks to the widespread availability of molecular phylogenies, approaches have recently been developed that quantify biodiversity while taking into account the evolutionary history of species. One such method is phylogenetic endemism (PE; Rosauer et al. 2009), which quantifies endemism based on the range size of branches of a phylogenetic tree instead of species.\nAn advantage of PE is that it provides insight into the evolutionary processes generating biodiversity. For example, areas with high PE and many short branches may be due to recent speciation (radiation) and are termed neo-endemic. In contrast, areas with high PE and many long branches may be due to extinction of previously widespread lineages and are termed paleo-endemic. A method to detect these areas developed by Mishler et al. (2014) is called CANAPE (“Categorical Analysis of Neo- and Paleo-Endemism”).\nThe goal of canaper is to conduct CANAPE in R." + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#example-australian-acacia", + "href": "posts/2022-10-07_canaper/index.html#example-australian-acacia", + "title": "canaper is on CRAN", + "section": "Example: Australian Acacia", + "text": "Example: Australian Acacia\n\n\n\nAcacia pycnantha, photo by Bidgee\n\n\ncanaper comes with the same dataset that was analyzed in the original CANAPE paper, a community (species \\(\\times\\) sites) matrix and phylogenetic tree of Australian Acacia1 (Mishler et al. 2014). We will use this for a quick demo2.\nI won’t go into the details here, but you can read more about this example on the canaper website.\nThe entire CANAPE workflow can be run with just two commands, cpr_rand_test() and cpr_classify_endem():\n\nlibrary(canaper)\nlibrary(tidyverse)\n\n# Set a seed for reproducibility\nset.seed(12345)\n\n# 1. Run randomization test\nacacia_rand_res <- cpr_rand_test(\n acacia$comm, acacia$phy,\n null_model = \"curveball\",\n n_reps = 99, n_iterations = 10000,\n tbl_out = TRUE\n)\n\n# 2. Classify endemism\nacacia_canape <- cpr_classify_endem(acacia_rand_res)\n\nLet’s have a look at some of the output.\ncpr_rand_test() returns a bunch (54 to be exact!) of metrics about each site in the community matrix, including PE:\n\nacacia_rand_res\n\n# A tibble: 3,037 × 55\n site pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower\n <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>\n 1 -1025… 0.0145 0.0227 0.00506 -1.62 1 98\n 2 -1025… 0.0382 0.0497 0.00745 -1.54 8 91\n 3 -1025… 0.0378 0.0369 0.00635 0.138 55 44\n 4 -1025… 0.0570 0.0613 0.00829 -0.517 33 66\n 5 -1025… 0.0409 0.0419 0.00614 -0.172 41 58\n 6 -1025… 0.00998 0.0101 0.00193 -0.0429 49 48\n 7 -1025… 0.0187 0.0225 0.00393 -0.958 19 80\n 8 -1025… 0.0434 0.0536 0.00902 -1.14 15 84\n 9 -1025… 0.0111 0.0101 0.00197 0.495 81 18\n10 -1025… 0.0903 0.0876 0.0112 0.240 61 38\n# ℹ 3,027 more rows\n# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,\n# pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,\n# pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,\n# pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,\n# pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,\n# rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …\n\n\ncpr_classify_endem() appends another column, endem_type, that describes the various endemism types. Let’s count how many of each type was observed:\n\ncount(acacia_canape, endem_type)\n\n# A tibble: 5 × 2\n endem_type n\n <chr> <int>\n1 mixed 176\n2 neo 5\n3 not significant 2827\n4 paleo 12\n5 super 17\n\n\nThis is what a map of those various endemism types looks like:\n\n\nCode\n# Fist do some data wrangling to make the results easier to plot\n# (add lat/long columns)\nacacia_canape <- acacia_canape |>\n separate(site, c(\"long\", \"lat\"), sep = \":\") |>\n mutate(across(c(long, lat), parse_number))\n\n# Tweak the plot theme\ntheme_update(\n panel.background = element_rect(fill = \"white\", color = \"white\"),\n panel.grid.major = element_line(color = \"grey60\"),\n panel.grid.minor = element_blank()\n )\n\nggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +\n geom_tile() +\n # cpr_endem_cols_4 is a CVD-friendly color palette in canaper\n scale_fill_manual(values = cpr_endem_cols_4) +\n coord_fixed() +\n guides(\n fill = guide_legend(title.position = \"top\", label.position = \"bottom\")\n ) +\n theme(legend.position = \"bottom\", legend.title = element_blank())" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#ropensci", + "href": "posts/2022-10-07_canaper/index.html#ropensci", + "title": "canaper is on CRAN", + "section": "rOpenSci", + "text": "rOpenSci\nAnother first for me was submitting my package to rOpenSci, an organization that promotes and supports research software written with R. I can’t recommend rOpenSci highly enough for anyone interested in publishing their own R package for research.\nFirst, rOpenSci provides extensive documentation for authoring scientific R packages as well as automated checks. Just going through this process alone significantly improved my code.\nSecond, packages submitted to rOpenSci undergo thorough and open code review, which lead me to several improvements I would have otherwise never thought of3.\nFinally, the rOpenSci community is highly active and welcoming, with community calls, co-working sessions, and a lively Slack workspace.\nSo please check it out, and a big thank-you to rOpenSci!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#more-information", + "href": "posts/2022-10-07_canaper/index.html#more-information", + "title": "canaper is on CRAN", + "section": "More information", + "text": "More information\nFor more information about canaper, please see the GitHub repo, package website, and preprint." + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#references", + "href": "posts/2022-10-07_canaper/index.html#references", + "title": "canaper is on CRAN", + "section": "References", + "text": "References\n\n\nMishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, and Joseph T. Miller. 2014. “Phylogenetic Measures of Biodiversity and Neo- and Paleo-Endemism in Australian Acacia.” Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473.\n\n\nRosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, and Lyn G. Cook. 2009. “Phylogenetic Endemism: A New Approach for Identifying Geographical Concentrations of Evolutionary History.” Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x." + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#reproducibility", + "href": "posts/2022-10-07_canaper/index.html#reproducibility", + "title": "canaper is on CRAN", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2022-10-07_canaper/index.html#footnotes", + "href": "posts/2022-10-07_canaper/index.html#footnotes", + "title": "canaper is on CRAN", + "section": "Footnotes", + "text": "Footnotes\n\n\nAcacia is the largest genus of flowering plants in Australia, with nearly 1,000 species↩︎\nThe settings used here are for demonstration purposes only, and not suitable for a thorough analysis of this dataset↩︎\nThanks to reviewers Klaus Schliep and Luis Osorio, and editor Toby Hocking↩︎" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html", + "title": "Building R docker images with secrets", + "section": "", + "text": "Top secret\nDocker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?\nThere are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#a-simple-example", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#a-simple-example", + "title": "Building R docker images with secrets", + "section": "A simple example", + "text": "A simple example\nHere is how to use the new Docker features to securely pass a secret during a build 1.\nThere are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...\nNext, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:\n# syntax=docker/dockerfile:1.0.0-experimental\nFROM rocker/tidyverse\nSave your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:\necho \"FABULOUS\" > my_secret_stash\nThis is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.\n# syntax = docker/dockerfile:1.0-experimental\nFROM alpine\n\nRUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\nTo see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash .\nI’ve truncated the output, but you should see something like this (the exact build step number may vary).\n\n#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\n#7 digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de\n#7 name: \"[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\"\n#7 started: 2019-02-18 20:51:20.1092144 +0000 UTC\n#7 0.668 FABULOUS\n#7 completed: 2019-02-18 20:51:21.0927656 +0000 UTC\n#7 duration: 983.5512ms\n\nCan you spot our secret? It’s showing up from the cat command. However, it will not remain in the image." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#installing-a-private-r-package", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#installing-a-private-r-package", + "title": "Building R docker images with secrets", + "section": "Installing a private R package", + "text": "Installing a private R package\nTo install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:\n# install_git_packages.R\nsecret <- commandArgs(trailing = TRUE)\ndevtools::install_github(\"joelnitta/my-private-package\", auth_token = secret)\ncommandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.\nWe will call this script from the Dockerfile and pass the secret to it.\nHere is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)\n# syntax = docker/dockerfile:1.0-experimental\nFROM rocker/tidyverse:3.5.1\n\nENV DEBIAN_FRONTEND noninteractive\n\nCOPY install_git_packages.R .\n\nRUN apt-get update\n\nRUN --mount=type=secret,id=mysecret \\\nRscript install_git_packages.R `cat /run/secrets/mysecret`\nLet’s build the image and tag it:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash . -t my_special_image\nThat’s it!" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#reproducibility", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#reproducibility", + "title": "Building R docker images with secrets", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#footnotes", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.html#footnotes", + "title": "Building R docker images with secrets", + "section": "Footnotes", + "text": "Footnotes\n\n\nNo guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎\nOf course, be sure to add the file containing the secret to .gitignore!↩︎" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.html", + "href": "posts/2023-02-21_fern-family-tree/index.html", + "title": "Making a fern family tree", + "section": "", + "text": "Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?\nBasically it involves the following steps:\nThe code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.\nA few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.\nOf course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).\n# Load packages\nlibrary(tidyverse)\nlibrary(ftolr)\nlibrary(ape)\nlibrary(MonoPhy)\nlibrary(assertr)\n\n# Check FTOL version and cutoff date\nft_data_ver()\n\n[1] \"1.5.0\"\n\nft_data_ver(\"cutoff\")\n\n[1] \"2023-06-15\"\n\n# Load ultrametric fern tree, drop outgroup\nphy <- ft_tree(branch_len = \"ultra\", rooted = TRUE, drop_og = TRUE)\n\n# Inspect:\nphy\n\n\nPhylogenetic tree with 5750 tips and 5749 internal nodes.\n\nTip labels:\n Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...\nNode labels:\n 100/100, 100/100, 100, 100/100, 100, 90/100, ...\n\nRooted; includes branch lengths.\n\n# Load fern taxonomy\ntaxonomy <- ftol_taxonomy %>%\n # Subset to only species in tree\n filter(species %in% phy$tip.label)\n\n# Inspect:\ntaxonomy\n\n# A tibble: 5,750 × 8\n species genus subfamily family suborder order major_clade outgroup\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <lgl> \n 1 Acrostichum_danaeifolium Acrostichum Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 2 Actiniopteris_dimorpha Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 4 Actiniopteris_australis Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 5 Actiniopteris_radiata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 6 Onychium_cryptogrammoides Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 7 Onychium_moupinense Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 8 Onychium_japonicum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 9 Onychium_lucidum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n10 Onychium_plumosum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n# ℹ 5,740 more rows\n\n# Analyze monophyly of each family\nfamily_mono_test <- AssessMonophyly(\n phy,\n as.data.frame(taxonomy[, c(\"species\", \"family\")])\n)\n\n# Check that all families are monophyletic or monotypic\nfamily_mono_summary <-\n family_mono_test$family$result %>%\n rownames_to_column(\"family\") %>%\n as_tibble() %>%\n assert(in_set(\"Yes\", \"Monotypic\"), Monophyly)\n\n# Inspect:\nfamily_mono_summary\n\n# A tibble: 48 × 9\n family Monophyly MRCA `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> \n 1 Pteridaceae Yes 5760 897 0 0 \"\" NA \"\" \n 2 Polypodiaceae Yes 6666 935 0 0 \"\" NA \"\" \n 3 Davalliaceae Yes 7600 42 0 0 \"\" NA \"\" \n 4 Oleandraceae Yes 7641 10 0 0 \"\" NA \"\" \n 5 Tectariaceae Yes 7650 138 0 0 \"\" NA \"\" \n 6 Nephrolepidaceae Yes 7787 19 0 0 \"\" NA \"\" \n 7 Lomariopsidaceae Yes 7805 44 0 0 \"\" NA \"\" \n 8 Dryopteridaceae Yes 7848 984 0 0 \"\" NA \"\" \n 9 Didymochlaenaceae Yes 8831 9 0 0 \"\" NA \"\" \n10 Hypodematiaceae Yes 8839 26 0 0 \"\" NA \"\" \n# ℹ 38 more rows\n\n# Get one exemplar tip (species) per family\nrep_tips <-\n taxonomy %>%\n group_by(family) %>%\n slice(1) %>%\n ungroup()\n\n# Subset phylogeny to one tip per family\nphy_family <- ape::keep.tip(phy, rep_tips$species)\n\n# Relabel with family names\nnew_tips <-\ntibble(species = phy_family$tip.label) %>%\n left_join(rep_tips, by = \"species\") %>%\n pull(family)\n\nphy_family$tip.label <- new_tips\n\n# Visualize tree\nplot(ladderize(phy_family), no.margin = TRUE)" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.html#reproducibility", + "href": "posts/2023-02-21_fern-family-tree/index.html#reproducibility", + "title": "Making a fern family tree", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.html#footnotes", + "href": "posts/2023-02-21_fern-family-tree/index.html#footnotes", + "title": "Making a fern family tree", + "section": "Footnotes", + "text": "Footnotes\n\n\nAnother condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎" + }, + { + "objectID": "publications.html", + "href": "publications.html", + "title": "Publications", + "section": "", + "text": "Google Scholar" + }, + { + "objectID": "publications.html#section", + "href": "publications.html#section", + "title": "Publications", + "section": "2023", + "text": "2023\nChen, C., S. Lindsay, J. H. Nitta, G. Rouhan, M. Sundue, L. R. Perrie, Y. Huang, W. Chiou, and K. Chung (2023). “Systematics and biogeography of the Old World fern genus Antrophyum”. In: Cladistics, p. cla.12538. DOI: 10.1111/cla.12538 Code PDF\nNitta, J. H. (2023). “Machine learning methods reveal processes affecting abundance at multiple scales. A commentary on ‘Global and regional drivers of abundance patterns in the hart’s tongue fern complex (Aspleniaceae)’”. In: Annals of Botany 131.5, pp. i-ii. DOI: 10.1093/aob/mcad024 Code PDF\nNitta, J. H., S. W. Laffan, B. D. Mishler, and W. Iwasaki (2023). “canaper: Categorical analysis of neo‐ and paleo‐endemism in R”. In: Ecography, p. e06638. DOI: 10.1111/ecog.06638 Preprint Code PDF\nNitta, J. H. (2023). “Ferns as a model system for evolutionary biology”. In: The Journal of Phytogeography and Taxonomy 71.2, pp. 115-126. DOI: 10.18942/chiribunrui.0712-03 Code PDF\nSong, M. J., C. J. Rothfels, E. Schuettpelz, J. H. Nitta, L. Huiet, F. Li, and K. M. Wefferling (2023). “Resolving deep relationships and revealing ancient whole-genome duplications in Pteridaceae using transcriptomic data”. In: American Fern Journal 113.3. DOI: 10.1640/0002-8444-113.3.191 PDF" + }, + { + "objectID": "publications.html#section-1", + "href": "publications.html#section-1", + "title": "Publications", + "section": "2022", + "text": "2022\nNitta, J. H., E. Schuettpelz, S. Ramírez-Barahona, and W. Iwasaki (2022). “An open and continuously updated fern tree of life”. In: Frontiers in Plant Science 13, p. 909768. DOI: 10.3389/fpls.2022.909768 Preprint Code Data PDF\nNitta, J. H., B. D. Mishler, W. Iwasaki, and A. Ebihara (2022). “Spatial phylogenetics of Japanese ferns: Patterns, processes, and implications for conservation”. In: American Journal of Botany 109.5, pp. 727-745. DOI: 10.1002/ajb2.1848 Preprint Code Data PDF\nNitta, J. H. and S. M. Chambers (2022). “Identifying cryptic fern gametophytes using DNA barcoding: A review”. In: Applications in Plant Sciences 10, p. e11465. DOI: 10.1002/aps3.11465 Preprint Code PDF" + }, + { + "objectID": "publications.html#section-2", + "href": "publications.html#section-2", + "title": "Publications", + "section": "2021", + "text": "2021\nNitta, J. H., J. E. Watkins Jr., N. M. Holbrook, T. W. Wang, and C. C. Davis (2021). “Ecophysiological differentiation between life stages in filmy ferns (Hymenophyllaceae)”. In: Journal of Plant Research 134.5, pp. 971-988. DOI: 10.1007/s10265-021-01318-z Preprint Code Data PDF" + }, + { + "objectID": "publications.html#section-3", + "href": "publications.html#section-3", + "title": "Publications", + "section": "2020", + "text": "2020\nNitta, J. H., A. Ebihara, and A. R. Smith (2020). “A taxonomic and molecular survey of the pteridophytes of the Nectandra Cloud Forest Reserve, Costa Rica”. In: PLoS ONE 15.11, p. e0241231. DOI: 10.1371/journal.pone.0241231 Code Data PDF\nNitta, J. H., J. E. Watkins Jr., and C. C. Davis (2020). “Life in the canopy: Community trait assessments reveal substantial functional diversity among fern epiphytes”. In: New Phytologist 227.6, pp. 1885-1899. DOI: 10.1111/nph.16607 Code Data PDF" + }, + { + "objectID": "publications.html#section-4", + "href": "publications.html#section-4", + "title": "Publications", + "section": "2019", + "text": "2019\nEbihara, A. and J. H. Nitta (2019). “An update and reassessment of fern and lycophyte diversity data in the Japanese Archipelago”. In: Journal of Plant Research 132.6, pp. 723-738. DOI: 10.1007/s10265-019-01137-3 Code Data PDF\nEbihara, A., J. H. Nitta, Y. Matsumoto, Y. Fukazawa, M. Kurihara, H. Yokote, K. Sakuma, O. Azakami, Y. Hirayama, and R. Imaichi (2019). “Growth dynamics of independent gametophytes of Pleurosoriopsis makinoi (Polypodiaceae)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 45.2, pp. 77-86. Code PDF\nNitta, J. H. and A. Ebihara (2019). “Virtual issue: Ecology and evolution of pteridophytes in the era of molecular genetics”. In: Journal of Plant Research 132.6, pp. 719-721. DOI: 10.1007/s10265-019-01139-1 PDF" + }, + { + "objectID": "publications.html#section-5", + "href": "publications.html#section-5", + "title": "Publications", + "section": "2018", + "text": "2018\nGilbert, K. J., J. H. Nitta, G. Talavera, and N. E. Pierce (2018). “Keeping an eye on coloration: Ecological correlates of the evolution of pitcher traits in the genus Nepenthes (Caryophyllales)”. In: Biological Journal of the Linnean Society 123.2, pp. 321-337. DOI: 10.1093/biolinnean/blx142 PDF\nNitta, J. H., S. Amer, and C. C. Davis (2018). “Microsorum × tohieaense (Polypodiaceae), a new hybrid fern from French Polynesia, with implications for the taxonomy of Microsorum”. In: Systematic Botany 43.2, pp. 397-413. DOI: 10.1600/036364418X697166 Data PDF" + }, + { + "objectID": "publications.html#section-6", + "href": "publications.html#section-6", + "title": "Publications", + "section": "2017", + "text": "2017\nNitta, J. H., J. Meyer, R. Taputuarai, and C. C. Davis (2017). “Life cycle matters: DNA barcoding reveals contrasting community structure between fern sporophytes and gametophytes”. In: Ecological Monographs 87.2, pp. 278-296. DOI: 10.1002/ecm.1246 PDF\nPinson, J. B., S. M. Chambers, J. H. Nitta, L. Kuo, and E. B. Sessa (2017). “The separation of generations: Biology and biogeography of long-lived sporophyteless fern gametophytes”. In: International Journal of Plant Sciences 178.1, pp. 1-18. DOI: 10.1086/688773 PDF\nZhou, X., L. Zhang, C. Chen, C. Li, Y. Huang, D. Chen, N. T. Thi, D. Cicuzza, R. Knapp, T. T. Tam, J. H. Nitta, X. Gao, and L. Zhang (2017). “A plastid phylogeny and character evolution of the Old World fern genus Pyrrosia (Polypodiaceae) with the description of a new genus: Hovenkampia (Polypodiaceae)”. In: Molecular Phylogenetics and Evolution 114, pp. 271-294. DOI: 10.1016/j.ympev.2017.06.020 PDF" + }, + { + "objectID": "publications.html#section-7", + "href": "publications.html#section-7", + "title": "Publications", + "section": "2016", + "text": "2016\nPouteau, R., J. Meyer, P. Blanchard, J. H. Nitta, M. Terorotua, and R. Taputuarai (2016). “Fern species richness and abundance are indicators of climate change on high-elevation islands: evidence from an elevational gradient on Tahiti (French Polynesia)”. In: Climatic Change 138, pp. 143-156. DOI: 10.1007/s10584-016-1734-x PDF" + }, + { + "objectID": "publications.html#section-8", + "href": "publications.html#section-8", + "title": "Publications", + "section": "2015", + "text": "2015\nChen, C., J. H. Nitta, M. Fanerii, T. Y. A. Yang, F. Pitisopa, C. W. Li, and W. Chiou (2015). “Antrophyum solomonense (Pteridaceae), a new species from the Solomon Islands, and its systematic position based on phylogenetic analysis”. In: Systematic Botany 40.3, pp. 645-651. DOI: 10.1600/036364415X689357 PDF" + }, + { + "objectID": "publications.html#section-9", + "href": "publications.html#section-9", + "title": "Publications", + "section": "2013", + "text": "2013\nEbihara, A., A. Yamaoka, N. Mizukami, A. Sakoda, J. H. Nitta, and R. Imaichi (2013). “A survey of the fern gametophyte flora of Japan: Frequent independent occurrences of noncordiform gametophytes”. In: American Journal of Botany 100.4, pp. 735-743. DOI: 10.3732/ajb.1200555 PDF" + }, + { + "objectID": "publications.html#section-10", + "href": "publications.html#section-10", + "title": "Publications", + "section": "2011", + "text": "2011\nNitta, J. H., A. Ebihara, and M. Ito (2011). “Reticulate evolution in the Crepidomanes minutum species complex (Hymenophyllaceae)”. In: American Journal of Botany 98.11, pp. 1782-1800. DOI: 10.3732/ajb.1000484 PDF\n\n\n\n\n\n\n\n\n\n\n\nNitta, J. H., J. Meyer, and A. R. Smith (2011). “Pteridophytes of Mo’orea, French Polynesia: Additional new records”. In: American Fern Journal 101.1, pp. 36-49. DOI: 10.1640/0002-8444-101.1.36 PDF" + }, + { + "objectID": "publications.html#section-11", + "href": "publications.html#section-11", + "title": "Publications", + "section": "2010", + "text": "2010\nEbihara, A., J. H. Nitta, and M. Ito (2010). “Molecular species identification with rich floristic sampling: DNA barcoding the pteridophyte flora of Japan”. In: PLoS ONE 5.12, p. e15136. DOI: 10.1371/journal.pone.0015136 PDF\nEbihara, A., J. H. Nitta, and K. Iwatsuki (2010). “The Hymenophyllaceae of the Pacific area. 2. Hymenophyllum (excluding subgen. Hymenophyllum)”. In: Bulletin of the National Museum of Nature and Science, Series B (Botany) 36.2, pp. 43-59. PDF" + }, + { + "objectID": "publications.html#section-12", + "href": "publications.html#section-12", + "title": "Publications", + "section": "2009", + "text": "2009\nEbihara, A., J. H. Nitta, D. Lorence, and J. Dubuisson (2009). “New records of Polyphlebium borbonicum, an African filmy fern, in the New World and Polynesia”. In: American Fern Journal 99.3, pp. 200-206. DOI: 10.1640/0002-8444-99.3.200 PDF\nNitta, J. H. and M. J. Epps (2009). “Hemi-epiphytism in Vandenboschia collariata (Hymenophyllaceae)”. In: Brittonia 61.4, pp. 392-397. DOI: 10.1007/s12228-009-9097-5 PDF" + }, + { + "objectID": "publications.html#section-13", + "href": "publications.html#section-13", + "title": "Publications", + "section": "2008", + "text": "2008\nNitta, J. H. (2008). “Exploring the utility of three plastid loci for biocoding the filmy ferns (Hymenophyllaceae) of Moorea”. In: Taxon 57.3, pp. 725-736. DOI: 10.1002/tax.573006 PDF\nNitta, J. H. and P. O’grady (2008). “Mitochondrial phylogeny of the endemic Hawaiian craneflies (Diptera, Limoniidae, Dicranomyia): Implications for biogeography and species formation”. In: Molecular Phylogenetics and Evolution 46.3, pp. 1182-1190. DOI: 10.1016/j.ympev.2007.12.021 PDF" + }, + { + "objectID": "index.html", + "href": "index.html", + "title": "Joel Nitta", + "section": "", + "text": "I am an Associate Professor in the Graduate School of Global and Transdisciplinary Studies at Chiba University, Japan. I study ferns, an ancient and diverse lineage of vascular plants.\nFerns have a unique lifecycle combining two free-living stages (gametophyte and sporophyte) that differ from each other dramatically in appearance and physiology. This sets ferns apart from nearly all other land plants, and has important implications for their ecology and evolution. I am particularly interested in how different stages of the fern lifecycle contribute to community assembly processes, as well as fern ecology, evolution, and systematics.\nI am also an enthusiastic adherent of reproducible analysis and coding, especially with ! Please see my blog for more stories about this topic.\n\n\n\n\nHarvard University | PhD in Organismic and Evolutionary Biology | 2016\nThe University of Tokyo | MS in Biological Sciences | 2010\nThe University of California, Berkeley | BA in Integrative Biology and Japanese Language | 2007\n\n\n\n\n\nGraduate School of Global and Transdisciplinary Studies, Chiba University | Associate Professor | April 2023 - Present\nIwasaki Lab, The University of Tokyo | Project Research Associate | April 2020 - March 2023\nNational Museum of Natural History, Smithsonian Institution | Postdoctoral Fellow | January 2019 - March 2020\nNational Museum of Nature and Science, Japan | Postdoctoral Fellow | November 2016 - December 2018" + }, + { + "objectID": "index.html#bio", + "href": "index.html#bio", + "title": "Joel Nitta", + "section": "", + "text": "I am an Associate Professor in the Graduate School of Global and Transdisciplinary Studies at Chiba University, Japan. I study ferns, an ancient and diverse lineage of vascular plants.\nFerns have a unique lifecycle combining two free-living stages (gametophyte and sporophyte) that differ from each other dramatically in appearance and physiology. This sets ferns apart from nearly all other land plants, and has important implications for their ecology and evolution. I am particularly interested in how different stages of the fern lifecycle contribute to community assembly processes, as well as fern ecology, evolution, and systematics.\nI am also an enthusiastic adherent of reproducible analysis and coding, especially with ! Please see my blog for more stories about this topic." + }, + { + "objectID": "index.html#education", + "href": "index.html#education", + "title": "Joel Nitta", + "section": "", + "text": "Harvard University | PhD in Organismic and Evolutionary Biology | 2016\nThe University of Tokyo | MS in Biological Sciences | 2010\nThe University of California, Berkeley | BA in Integrative Biology and Japanese Language | 2007" + }, + { + "objectID": "index.html#experience", + "href": "index.html#experience", + "title": "Joel Nitta", + "section": "", + "text": "Graduate School of Global and Transdisciplinary Studies, Chiba University | Associate Professor | April 2023 - Present\nIwasaki Lab, The University of Tokyo | Project Research Associate | April 2020 - March 2023\nNational Museum of Natural History, Smithsonian Institution | Postdoctoral Fellow | January 2019 - March 2020\nNational Museum of Nature and Science, Japan | Postdoctoral Fellow | November 2016 - December 2018" + }, + { + "objectID": "blog.html", + "href": "blog.html", + "title": "Blog", + "section": "", + "text": "Making a fern family tree\n\n\n\n\n\n\nR\n\n\nferns\n\n\n\nHow to make a family-level phylogenetic tree of ferns (or anything else)\n\n\n\n\n\nFeb 21, 2023\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\ncanaper is on CRAN\n\n\n\n\n\n\nR\n\n\nSpatial phylogenetics\n\n\n\nAnnouncing the canaper R package!\n\n\n\n\n\nOct 7, 2022\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nEnable giscus in Distill\n\n\n\n\n\n\nblogging\n\n\ndistill\n\n\n\nHow to use the giscus commenting system on a Distill blog\n\n\n\n\n\nNov 24, 2021\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nManaging bioinformatics pipelines with R\n\n\n\n\n\n\nworkflow\n\n\nreproducibility\n\n\n\nHow to combine Conda, Docker, and R to run modular, reproducible bioinformatics pipelines\n\n\n\n\n\nNov 16, 2021\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nSelecting color schemes for mapping ancestral states\n\n\n\n\n\n\nr\n\n\nplotting\n\n\n\nHow to change the phytools default color scheme when visualizing the results of ancestral character state estimation\n\n\n\n\n\nJun 2, 2021\n\n\nJoel Nitta\n\n\n\n\n\n\n\n\n\n\n\n\nBuilding R docker images with secrets\n\n\n\n\n\n\ndocker\n\n\n\nKeep it secret. Keep it safe.\n\n\n\n\n\nFeb 16, 2019\n\n\nJoel Nitta\n\n\n\n\n\n\nNo matching items" + }, + { + "objectID": "talks.html", + "href": "talks.html", + "title": "Recorded Talks", + "section": "", + "text": "【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ\n\n\n\n\n\n\nferns\n\n\n\n\n\n\n\n\n\nJan 23, 2023\n\n\n\n\n\n\n\n\n\n\n\n\nManaging bioinformatics pipelines with R (rOpenSci community call)\n\n\n\n\n\n\nR\n\n\ntargets\n\n\ntutorial\n\n\n\n\n\n\n\n\n\nJan 1, 2023\n\n\n\n\n\n\n\n\n\n\n\n\ntaxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 talk)\n\n\n\n\n\n\nR\n\n\nbiodiversity\n\n\nconference presentation\n\n\n\n\n\n\n\n\n\nSep 27, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nDNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium Talk)\n\n\n\n\n\n\nferns\n\n\nconference presentation\n\n\ninvited\n\n\n\n\n\n\n\n\n\nSep 27, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nTranslation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 talk)\n\n\n\n\n\n\ncarpentries\n\n\ntranslation\n\n\n\n\n\n\n\n\n\nAug 10, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nResolving Species Names Rapidly and Accurately with taxastand (Botany 2022 poster)\n\n\n\n\n\n\nR\n\n\nconference presentation\n\n\n\n\n\n\n\n\n\nJul 24, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nAn Open and Continuously Updated Fern Tree of Life (Botany 2022 talk)\n\n\n\n\n\n\nferns\n\n\nconference presentation\n\n\n\n\n\n\n\n\n\nJul 24, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nAn Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen Poster)\n\n\n\n\n\n\nferns\n\n\nconference presentation\n\n\n\n\n\n\n\n\n\nJul 13, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nModular, reproducible bioinformatics workflows with the targets R package (ISCBacademy Tutorial)\n\n\n\n\n\n\nR\n\n\ntargets\n\n\ntutorial\n\n\n\n\n\n\n\n\n\nJun 30, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nHow to use {targets} for effective workflows in R (BioC Asia meetup)\n\n\n\n\n\n\nR\n\n\ntargets\n\n\ntutorial\n\n\n\n\n\n\n\n\n\nMay 7, 2022\n\n\n\n\n\n\n\n\n\n\n\n\nデータ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介\n\n\n\n\n\n\nR\n\n\ntargets\n\n\ntutorial\n\n\n\n\n\n\n\n\n\nJan 12, 2022\n\n\n\n\n\n\n\n\n\n\n\n\ncanaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 Poster)\n\n\n\n\n\n\nR\n\n\nbiodiversity\n\n\nconference presentation\n\n\n\n\n\n\n\n\n\nJul 19, 2021\n\n\n\n\n\n\n\n\n\n\n\n\nExploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 talk)\n\n\n\n\n\n\nferns\n\n\nbiodiversity\n\n\nconference presentation\n\n\n\n\n\n\n\n\n\nJul 27, 2020\n\n\n\n\n\n\nNo matching items" + }, + { + "objectID": "teaching.html", + "href": "teaching.html", + "title": "Courses", + "section": "", + "text": "Course website\nSyllabus" + }, + { + "objectID": "teaching.html#biodiversity-and-japan", + "href": "teaching.html#biodiversity-and-japan", + "title": "Courses", + "section": "", + "text": "Course website\nSyllabus" + }, + { + "objectID": "teaching.html#reproducible-data-analysis", + "href": "teaching.html#reproducible-data-analysis", + "title": "Courses", + "section": "Reproducible Data Analysis", + "text": "Reproducible Data Analysis\n\nCourse website\nSyllabus" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.ja.html", + "href": "posts/2023-02-21_fern-family-tree/index.ja.html", + "title": "Making a fern family tree", + "section": "", + "text": "Recently I was asked by a researcher for a family-level phylogenetic tree of ferns. The Fern Tree of Life (FTOL) project that I maintain generates a maximally sampled global fern phylogeny, but it is at the species level. So how can we go from that to a family-level tree?\nBasically it involves the following steps:\nThe code to do all of this is provided below, and is also available at this repo: https://github.com/fernphy/ftol_family.\nA few packages used here bear extra mention. The MonoPhy package is great at doing exactly what the name would suggest: checking for monophyly. I am a huge fan of the assertr package for proactive assertion about data. In this case, the code would fail (issue an error) if the assumption of monophyletic/monotypic families did not hold. Finally, the ftolr package by yours truly provides the most recent fern tree and associated taxonomic data.\nOf course, this approach should work for any tree assuming the two requirements are met (the higher level taxa are all monophyletic or monotypic and the tree is ultrametric).\n# Load packages\nlibrary(tidyverse)\nlibrary(ftolr)\nlibrary(ape)\nlibrary(MonoPhy)\nlibrary(assertr)\n\n# Check FTOL version and cutoff date\nft_data_ver()\n\n[1] \"1.5.0\"\n\nft_data_ver(\"cutoff\")\n\n[1] \"2023-06-15\"\n\n# Load ultrametric fern tree, drop outgroup\nphy <- ft_tree(branch_len = \"ultra\", rooted = TRUE, drop_og = TRUE)\n\n# Inspect:\nphy\n\n\nPhylogenetic tree with 5750 tips and 5749 internal nodes.\n\nTip labels:\n Acrostichum_danaeifolium, Acrostichum_speciosum, Acrostichum_aureum, Ceratopteris_richardii, Ceratopteris_cornuta, Ceratopteris_pteridoides, ...\nNode labels:\n 100/100, 100/100, 100, 100/100, 100, 90/100, ...\n\nRooted; includes branch lengths.\n\n# Load fern taxonomy\ntaxonomy <- ftol_taxonomy %>%\n # Subset to only species in tree\n filter(species %in% phy$tip.label)\n\n# Inspect:\ntaxonomy\n\n# A tibble: 5,750 × 8\n species genus subfamily family suborder order major_clade outgroup\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <lgl> \n 1 Acrostichum_danaeifolium Acrostichum Parkerioideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 2 Actiniopteris_dimorpha Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 3 Actiniopteris_semiflabellata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 4 Actiniopteris_australis Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 5 Actiniopteris_radiata Actiniopteris Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 6 Onychium_cryptogrammoides Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 7 Onychium_moupinense Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 8 Onychium_japonicum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n 9 Onychium_lucidum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n10 Onychium_plumosum Onychium Pteridoideae Pteridaceae Pteridineae Polypodiales Pteridineae FALSE \n# ℹ 5,740 more rows\n\n# Analyze monophyly of each family\nfamily_mono_test <- AssessMonophyly(\n phy,\n as.data.frame(taxonomy[, c(\"species\", \"family\")])\n)\n\n# Check that all families are monophyletic or monotypic\nfamily_mono_summary <-\n family_mono_test$family$result %>%\n rownames_to_column(\"family\") %>%\n as_tibble() %>%\n assert(in_set(\"Yes\", \"Monotypic\"), Monophyly)\n\n# Inspect:\nfamily_mono_summary\n\n# A tibble: 48 × 9\n family Monophyly MRCA `#Tips` `Delta-Tips` `#Intruders` Intruders `#Outliers` Outliers\n <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> \n 1 Pteridaceae Yes 5760 897 0 0 \"\" NA \"\" \n 2 Polypodiaceae Yes 6666 935 0 0 \"\" NA \"\" \n 3 Davalliaceae Yes 7600 42 0 0 \"\" NA \"\" \n 4 Oleandraceae Yes 7641 10 0 0 \"\" NA \"\" \n 5 Tectariaceae Yes 7650 138 0 0 \"\" NA \"\" \n 6 Nephrolepidaceae Yes 7787 19 0 0 \"\" NA \"\" \n 7 Lomariopsidaceae Yes 7805 44 0 0 \"\" NA \"\" \n 8 Dryopteridaceae Yes 7848 984 0 0 \"\" NA \"\" \n 9 Didymochlaenaceae Yes 8831 9 0 0 \"\" NA \"\" \n10 Hypodematiaceae Yes 8839 26 0 0 \"\" NA \"\" \n# ℹ 38 more rows\n\n# Get one exemplar tip (species) per family\nrep_tips <-\n taxonomy %>%\n group_by(family) %>%\n slice(1) %>%\n ungroup()\n\n# Subset phylogeny to one tip per family\nphy_family <- ape::keep.tip(phy, rep_tips$species)\n\n# Relabel with family names\nnew_tips <-\ntibble(species = phy_family$tip.label) %>%\n left_join(rep_tips, by = \"species\") %>%\n pull(family)\n\nphy_family$tip.label <- new_tips\n\n# Visualize tree\nplot(ladderize(phy_family), no.margin = TRUE)" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.ja.html#reproducibility", + "href": "posts/2023-02-21_fern-family-tree/index.ja.html#reproducibility", + "title": "Making a fern family tree", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2023-02-21_fern-family-tree/index.ja.html#footnotes", + "href": "posts/2023-02-21_fern-family-tree/index.ja.html#footnotes", + "title": "Making a fern family tree", + "section": "脚注", + "text": "脚注\n\n\nAnother condition of this approach is that that the tree must be ultrametric (all tips at the same depth). If that is not true, then the choice of exemplar species would affect the branchlengths in the family-level tree.↩︎" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html", + "title": "Building R docker images with secrets", + "section": "", + "text": "Top secret\nDocker is an incredibly useful tool for running reproducible analysis workflows. For useRs, the rocker collection of images is very convenient for creating version-controlled R environments. This is pretty straightforward if you are using packages on CRAN, or publicly available packages on GitHub. But what if we want to use private packages on GitHub, or need for any other reason to enter authentication credentials during the build?\nThere are various ways to copy data into the image during the build, but when handling secrets that we don’t want hanging around after it’s finished, caution is needed. Approaches such as using COPY or ARGS will leave traces in the build. Staged builds are more secure, but tricky. Fortunately, as of v. 18.09, Docker is now providing official support for handling secrets." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#a-simple-example", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#a-simple-example", + "title": "Building R docker images with secrets", + "section": "A simple example", + "text": "A simple example\nHere is how to use the new Docker features to securely pass a secret during a build 1.\nThere are few non-default settings that need to be specified for this. First of all, prior to the docker build command, you need to specify that you want to use the new BuildKit backend with DOCKER_BUILDKIT=1. So the command starts DOCKER_BUILDKIT=1 docker build ...\nNext, we must add a syntax directive to the top line of the Dockerfile. For example, for a Dockerfile based on rocker/tidyverse:\n# syntax=docker/dockerfile:1.0.0-experimental\nFROM rocker/tidyverse\nSave your secrets in a text file. Let’s call it my_secret_stash2. If you are using it to store your GitHub PAT, it would just be one line with the PAT. Here, let’s put in some random word:\necho \"FABULOUS\" > my_secret_stash\nThis is all we need to use secrets during the build. Here is an example Dockerfile similar to the one in the Docker documentation.\n# syntax = docker/dockerfile:1.0-experimental\nFROM alpine\n\nRUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\nTo see how it works, save this as Dockerfile, then from the same directory containing Dockerfile and my_secret_stash, build the image:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash .\nI’ve truncated the output, but you should see something like this (the exact build step number may vary).\n\n#7 [2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\n#7 digest: sha256:75601a522ebe80ada66dedd9dd86772ca932d30d7e1b11bba94c04aa55c237de\n#7 name: \"[2/2] RUN --mount=type=secret,id=mysecret cat /run/secrets/mysecret\"\n#7 started: 2019-02-18 20:51:20.1092144 +0000 UTC\n#7 0.668 FABULOUS\n#7 completed: 2019-02-18 20:51:21.0927656 +0000 UTC\n#7 duration: 983.5512ms\n\nCan you spot our secret? It’s showing up from the cat command. However, it will not remain in the image." + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#installing-a-private-r-package", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#installing-a-private-r-package", + "title": "Building R docker images with secrets", + "section": "Installing a private R package", + "text": "Installing a private R package\nTo install a package from my private GitHub repo, I created an additional simple R script, called install_git_packages.R:\n# install_git_packages.R\nsecret <- commandArgs(trailing = TRUE)\ndevtools::install_github(\"joelnitta/my-private-package\", auth_token = secret)\ncommandArgs(trailing = TRUE) will return whatever command line arguments were passed to Rscript after the name of the script, as a character vector.\nWe will call this script from the Dockerfile and pass the secret to it.\nHere is the Dockerfile to do that. (Note that although we copy the install_git_packages.R script into the image, we are passing it the secret variable that is only present during the build, so this should not remain afterwards.)\n# syntax = docker/dockerfile:1.0-experimental\nFROM rocker/tidyverse:3.5.1\n\nENV DEBIAN_FRONTEND noninteractive\n\nCOPY install_git_packages.R .\n\nRUN apt-get update\n\nRUN --mount=type=secret,id=mysecret \\\nRscript install_git_packages.R `cat /run/secrets/mysecret`\nLet’s build the image and tag it:\nDOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \\\n--secret id=mysecret,src=my_secret_stash . -t my_special_image\nThat’s it!" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#reproducibility", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#reproducibility", + "title": "Building R docker images with secrets", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#footnotes", + "href": "posts/2019-02-16_building-r-docker-images-with-secrets/index.ja.html#footnotes", + "title": "Building R docker images with secrets", + "section": "脚注", + "text": "脚注\n\n\nNo guarantees!! This is just my understanding from reading the docker documentation and other blogs↩︎\nOf course, be sure to add the file containing the secret to .gitignore!↩︎" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html", + "href": "posts/2022-10-07_canaper/index.ja.html", + "title": "canaperがCRANに登録されました", + "section": "", + "text": "(Read this blogpost in English)\ncanaper v1.0.0がCRANに登録されました！今までいくつかのRパッケージを書いてGitHubで公開したことがありますが、自分のパッケージがCRANに登録されるのが初めてです。\nそもそも、canaperって一体何だろう？\nパッケージのDESCRIPTIONにはこのような文章があります：\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\nつまり、canaperは生物多様性の地理的分布を解析する関数を提供します。特に、生物の進化的な関係を考慮しながら、ある地域における固有性の種類を統計的に検証する、categorical analysis of neo- and paleo-endemism（CANAPE）というMishler等（2014）doi:10.1038/ncomms5473 が開発した解析を行います。\nもしも上の話を読んで「面白い！」と思ったら、是非続きを読んでください。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#canaperへの紹介", + "href": "posts/2022-10-07_canaper/index.ja.html#canaperへの紹介", + "title": "canaperがCRANに登録されました", + "section": "", + "text": "(Read this blogpost in English)\ncanaper v1.0.0がCRANに登録されました！今までいくつかのRパッケージを書いてGitHubで公開したことがありますが、自分のパッケージがCRANに登録されるのが初めてです。\nそもそも、canaperって一体何だろう？\nパッケージのDESCRIPTIONにはこのような文章があります：\n\ncanaper provides functions to analyze the spatial distribution of biodiversity, in particular categorical analysis of neo- and paleo-endemism (CANAPE) as described in Mishler et al (2014) doi:10.1038/ncomms5473. canaper conducts statistical tests to determine the types of endemism that occur in a study area while accounting for the evolutionary relationships of species.\n\nつまり、canaperは生物多様性の地理的分布を解析する関数を提供します。特に、生物の進化的な関係を考慮しながら、ある地域における固有性の種類を統計的に検証する、categorical analysis of neo- and paleo-endemism（CANAPE）というMishler等（2014）doi:10.1038/ncomms5473 が開発した解析を行います。\nもしも上の話を読んで「面白い！」と思ったら、是非続きを読んでください。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#系統的固有性とcanape", + "href": "posts/2022-10-07_canaper/index.ja.html#系統的固有性とcanape", + "title": "canaperがCRANに登録されました", + "section": "系統的固有性とCANAPE", + "text": "系統的固有性とCANAPE\n生物多様性は種数、つまり、ある地域における種の数で測られることがよくあります。それと同じように、固有性はある地域にしか生息しない種の数で測ることがよくあります。しかし、このような、種名だけを使うアプローチは種の進化的な歴史を考慮しません。最近、分子系統樹の増加によって、種の進化的な歴史を考慮した生物多様性を測定する方法がいくつか開発されました。その一つは系統的固有性(Phylogenetic endemism, PE; Rosauer ほか 2009)です。PEは種ではなく、系統樹の枝によって固有性を測る方法です。\nPEを使うことによって、生物多様性を生み出す進化的なプロセスを垣間見ることができる。例えば、PEの高い、短い枝が密集している地域は最近の種分化（放散）によってできた可能性があり、このような地域を「neo-endemic」と呼びます。一方で、PEの高い、長い枝が密集している地域はかつて広く分布していた系統が多く絶滅したことによってできた可能性が高く、このような地域を「paleo-endemic」と呼びます。このような地域の区別をするために、Mishler ほか (2014) がCANAPEという方法を開発しました。\ncanaperの目的はRでCANAPEを行うことです。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#実例オーストラリアのアカシア", + "href": "posts/2022-10-07_canaper/index.ja.html#実例オーストラリアのアカシア", + "title": "canaperがCRANに登録されました", + "section": "実例：オーストラリアのアカシア", + "text": "実例：オーストラリアのアカシア\n\n\n\nAcacia pycnantha、写真Bidgee\n\n\ncanaperには元々のCANAPEの論文で解析されたデータセットが備えられています。オーストラリア産のアカシア1 のデータです。系統樹とコミュニティマトリックス（群集⾏列）からなっています。このデータセットを用いて簡単なデモを行います2。\nここで詳細には入りませんが、この例についてもっと知りたければ、canaperのウェブサイトをご覧ください。\nCANAPE解析の全部を二つのコマンドだけでできます：cpr_rand_test()と cpr_classify_endem()。\n\nlibrary(canaper)\nlibrary(tidyverse)\n\n# 再現のためにシードを設定する\nset.seed(12345)\n\n# 1. ランダム化比解析を行う\nacacia_rand_res <- cpr_rand_test(\n acacia$comm, acacia$phy,\n null_model = \"curveball\",\n n_reps = 99, n_iterations = 10000,\n tbl_out = TRUE\n)\n\n# 2. 固有性を分類化する\nacacia_canape <- cpr_classify_endem(acacia_rand_res)\n\nでは、アウトプットをみてみましょう。\ncpr_rand_testがたくさん（全部で５４）の列を返します。コミュニティの各地点について、様々な（PEを含めた）指標です。\n\nacacia_rand_res\n\n# A tibble: 3,037 × 55\n site pd_obs pd_rand_mean pd_rand_sd pd_obs_z pd_obs_c_upper pd_obs_c_lower\n <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>\n 1 -1025… 0.0145 0.0227 0.00506 -1.62 1 98\n 2 -1025… 0.0382 0.0497 0.00745 -1.54 8 91\n 3 -1025… 0.0378 0.0369 0.00635 0.138 55 44\n 4 -1025… 0.0570 0.0613 0.00829 -0.517 33 66\n 5 -1025… 0.0409 0.0419 0.00614 -0.172 41 58\n 6 -1025… 0.00998 0.0101 0.00193 -0.0429 49 48\n 7 -1025… 0.0187 0.0225 0.00393 -0.958 19 80\n 8 -1025… 0.0434 0.0536 0.00902 -1.14 15 84\n 9 -1025… 0.0111 0.0101 0.00197 0.495 81 18\n10 -1025… 0.0903 0.0876 0.0112 0.240 61 38\n# ℹ 3,027 more rows\n# ℹ 48 more variables: pd_obs_q <dbl>, pd_obs_p_upper <dbl>,\n# pd_obs_p_lower <dbl>, pd_alt_obs <dbl>, pd_alt_rand_mean <dbl>,\n# pd_alt_rand_sd <dbl>, pd_alt_obs_z <dbl>, pd_alt_obs_c_upper <dbl>,\n# pd_alt_obs_c_lower <dbl>, pd_alt_obs_q <dbl>, pd_alt_obs_p_upper <dbl>,\n# pd_alt_obs_p_lower <dbl>, rpd_obs <dbl>, rpd_rand_mean <dbl>,\n# rpd_rand_sd <dbl>, rpd_obs_z <dbl>, rpd_obs_c_upper <dbl>, …\n\n\ncpr_classify_endem()がもう一つの列をデータに付けます。新しい列は固有性の種類です。それぞれの種類が何回観察されたのか、数えてみましょう：\n\ncount(acacia_canape, endem_type)\n\n# A tibble: 5 × 2\n endem_type n\n <chr> <int>\n1 mixed 176\n2 neo 5\n3 not significant 2827\n4 paleo 12\n5 super 17\n\n\nそして、今回計算した固有性の種類を地図にするとこうなります：\n\n\nコード\n# まず、図を作るためにデータをちょっといじる\n# （経緯度の列を加える）\nacacia_canape <- acacia_canape |>\n separate(site, c(\"long\", \"lat\"), sep = \":\") |>\n mutate(across(c(long, lat), parse_number))\n\n# 図のテーマをいじる\ntheme_update(\n panel.background = element_rect(fill = \"white\", color = \"white\"),\n panel.grid.major = element_line(color = \"grey60\"),\n panel.grid.minor = element_blank()\n )\n\nggplot(acacia_canape, aes(x = long, y = lat, fill = endem_type)) +\n geom_tile() +\n # cpr_endem_cols_4 はcanaperに入っているカラーユニバーサルデザインのパレット\n scale_fill_manual(values = cpr_endem_cols_4) +\n coord_fixed() +\n guides(\n fill = guide_legend(title.position = \"top\", label.position = \"bottom\")\n ) +\n theme(legend.position = \"bottom\", legend.title = element_blank())" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#ropensci", + "href": "posts/2022-10-07_canaper/index.ja.html#ropensci", + "title": "canaperがCRANに登録されました", + "section": "rOpenSci", + "text": "rOpenSci\nもう一つ今回で初めてだったのがROpenSciにパッケージを投稿することでした。rOpenSciはRで書かれた研究用のソフトを支援する団体です。もし自分の研究用のパッケージを公開しようと考えているなら、とてもおすすめです。\nというのは、まずはRパケージの書き方について非常に丁寧な説明書を提供しているからです。また、パッケージの自動的なチェックを行うパッケージも。これを使うだけでも自分のコードの腕がかなり上がりました。\n次に、rOpenSciに投稿されたパッケージは徹底的なコードレビュー（査読）を受けることになっています。こうすることによって、自分だけではなかなか気づかなかったことを教えていただき、さらにコードの改善につながりました3。\nしかし、何と言っても、やはりrOpenSciのコミュニティが素晴らしいです。とてもアクティブで広く開かれたコミュニティです。活動としては、Community Call（誰でも参加できるビデオコール）、バーチャルコーワークスペース、やSlackのチャットチャンネルがあります。\nご興味のある方は是非試してくださいね！そして、rOpenSciに感謝します!" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#参考情報", + "href": "posts/2022-10-07_canaper/index.ja.html#参考情報", + "title": "canaperがCRANに登録されました", + "section": "参考情報", + "text": "参考情報\ncanaperについてもっと知りたい方はGitHubのサイト、パッケージのサイト、およびプレプリントをご覧下さい。" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#参考文献", + "href": "posts/2022-10-07_canaper/index.ja.html#参考文献", + "title": "canaperがCRANに登録されました", + "section": "参考文献", + "text": "参考文献\n\n\nMishler, Brent D, Nunzio Knerr, Carlos E. González-Orozco, Andrew H. Thornhill, Shawn W. Laffan, と Joseph T. Miller. 2014. 「Phylogenetic measures of biodiversity and neo- and paleo-endemism in Australian Acacia」. Nature Communications 5: 4473. https://doi.org/10.1038/ncomms5473.\n\n\nRosauer, Dan, Shawn W. Laffan, Michael D. Crisp, Stephen C. Donnellan, と Lyn G. Cook. 2009. 「Phylogenetic endemism: A new approach for identifying geographical concentrations of evolutionary history」. Molecular Ecology 18 (19): 4061–72. https://doi.org/10.1111/j.1365-294X.2009.04311.x." + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#再現性", + "href": "posts/2022-10-07_canaper/index.ja.html#再現性", + "title": "canaperがCRANに登録されました", + "section": "再現性", + "text": "再現性\n\n\nソースコード\nrenvのロックファイル" + }, + { + "objectID": "posts/2022-10-07_canaper/index.ja.html#footnotes", + "href": "posts/2022-10-07_canaper/index.ja.html#footnotes", + "title": "canaperがCRANに登録されました", + "section": "脚注", + "text": "脚注\n\n\nアカシアはオーストラリアの被子植物の中で最も種が多い属です。１０００種近くあります。↩︎\nなお、本デモに使う解析設定は都合上使っているだけで、本格的な解析にはおすすめしません。↩︎\n査読者のKlaus SchliepとLuis Osorio、そして編集者のToby Hockingに感謝しています！↩︎" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\n図 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#tldr", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#tldr", + "title": "Managing bioinformatics pipelines with R", + "section": "", + "text": "The targets R package is great for managing bioinformatics workflows\nrenv, Conda, and Docker can be combined so that all steps are modular and reproducible\nDemo available at https://github.com/joelnitta/targets_bioinfo_example\n\n\n\n\n\n\n\n図 1: Image by T K on unsplash.\n\n\n\nBioinformatics projects tend to have a similar pattern: they all start with raw data, then pass the data through various programs until arriving at the final result. These “pipelines” can become very long and complicated, so there are many platforms that automate this process either relying on code (e.g., nextflow, CWL) or graphical interfaces (e.g., galaxy). Python’s snakemake is also commonly used for this purpose. That got me thinking—can we do this in R?" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#what-im-looking-for-in-a-pipeline-manager", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#what-im-looking-for-in-a-pipeline-manager", + "title": "Managing bioinformatics pipelines with R", + "section": "What I’m looking for in a pipeline manager", + "text": "What I’m looking for in a pipeline manager\nThese are some qualities that I want to see in a pipeline manager.\n\nAutomated: I should be able to run one central script that will orchestrate the whole pipeline, rather than manually keeping track of which step depends on which and when each needs to be run.\nEfficient: The pipeline manager should keep track of what is out of date and only re-run those parts, rather than re-run the whole pipeline each time.\nReproducible: Software packages should be isolated and version controlled so that the same input results in the same output on any machine." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#enter-targets", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#enter-targets", + "title": "Managing bioinformatics pipelines with R", + "section": "Enter targets", + "text": "Enter targets\nThe targets R package pretty much fits the bill perfectly for Points 1 and 2. targets completely automates the workflow, so that the user doesn’t have to manually run steps, and guarantees that the output is up-to-date (if the workflow is designed correctly). Furthermore, it has capabilities for easily looping and running processes in parallel, so it scales quite well to large analyses. I won’t go into too many details of how to use targets here, since it has an excellent user manual." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#targets-meets-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#targets-meets-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "targets meets Docker", + "text": "targets meets Docker\nHowever, targets by itself isn’t quite enough to meet all of my bioinformatics needs. What about Point 3—how can we make targets workflows reproducible?\nMost bioinformatics tools are open-source software packages that have a command-line interface (CLI). Furthermore, these days, most well-established bioinformatics tools have Docker images1 available to run them. Good sources to find Docker images for bioinformatics software are Bioconda or Biocontainers2. Docker frees us from manual installations and dependency hell, as well as vastly improving reproducibility, since all the software versions are fixed within the container.\nSo I will run most of the steps of the pipeline in available Docker containers." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#avoiding-docker-in-docker", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#avoiding-docker-in-docker", + "title": "Managing bioinformatics pipelines with R", + "section": "Avoiding Docker-in-Docker", + "text": "Avoiding Docker-in-Docker\n\n\n\n\n\n\n図 2: Image by Giordano Rossoni on unsplash.\n\n\n\nHowever, I then encounter a problem: what about the environment to run R, targets, and launch the Docker containers? That environment should be version-controlled and reproducible too. Normally my solution to create such an environment is Docker, but it’s generally a bad idea to try and run docker from within docker3\nThe solution I reached is to use two more environment managers: Conda4 and renv. I use Conda for running R, and renv for managing R packages." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#first-things-first-set-up-the-project", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#first-things-first-set-up-the-project", + "title": "Managing bioinformatics pipelines with R", + "section": "First things first: Set up the project", + "text": "First things first: Set up the project\nI need to explain one thing before continuing: for this example, I’m following the practice of using a “project” for the analysis. This simply means all of the files needed for the analysis are put in a single folder (with subfolders as necessary), and that folder is used as the “home base” for the project. So if I type some command at the command line prompt, it is assumed that the project folder is the current working directory. The two main tools I use to maintain the pipeline, renv and targets, both rely on this concept.\nFrom the command line, that just looks like:\n\nmkdir targets_bioinfo_example\ncd targets_bioinfo_example\n\nNext, let’s download some files that I will use in the subsequent steps (don’t worry about what these do yet; I will explain each one below):\n\n\n# environment.yml\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/environment.yml > environment.yml\n# renv.lock\ncurl https://raw.githubusercontent.com/joelnitta/targets_bioinfo_example/main/renv.lock > renv.lock\n# _targets.R\ncurl https://raw.githubusercontent.com/joelnitta/joelnitta-home/main/posts/2021-11-16_r-bioinfo-flow/_targets.R > _targets.R\n\nFrom here on, I assume we are running everything a folder called targets_bioinfo_example containing the files environment.yml, renv.lock, and _targets.R.\nAlso, although I’ve mentioned several pieces of software so far, there are only two required for this workflow: Conda and Docker. Make sure those are both installed before continuing." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#running-r-with-conda", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#running-r-with-conda", + "title": "Managing bioinformatics pipelines with R", + "section": "Running R with Conda", + "text": "Running R with Conda\nConda environments can be specified using a yml file, often named environment.yml.\nThis is the environment.yml file for this project:\nname: bioinfo-example-env\nchannels:\n - conda-forge\n - bioconda\n - defaults\ndependencies:\n - r-renv=0.14.*\nIt’s quite short: all it does is install renv and its dependencies (which includes R). Here I’ve specified the most recent major version5 of renv, which will come with R v4.1.1.\nWe can recreate the Conda environment from environment.yml (you should have downloaded it above) with:\n\n\nconda env create -f environment.yml\n\n\n\nCollecting package metadata (repodata.json): ...working... done\nSolving environment: ...working... done\n\n\n==> WARNING: A newer version of conda exists. <==\n current version: 23.5.0\n latest version: 23.7.4\n\nPlease update conda by running\n\n $ conda update -n base -c defaults conda\n\nOr to minimize the number of packages updated during conda update use\n\n conda install conda=23.7.4\n\n\n\nDownloading and Extracting Packages\n\nPreparing transaction: ...working... done\nVerifying transaction: ...working... done\nExecuting transaction: ...working... done\n#\n# To activate this environment, use\n#\n# $ conda activate bioinfo-example-env\n#\n# To deactivate an active environment, use\n#\n# $ conda deactivate\n\n\nAs the output says near the bottom, run conda activate bioinfo-example-env to enter this environment, then from there you can use R as usual with R.\nOn my computer, this looks like:\n(base) Joels-iMac:targets_bioinfo_example joelnitta$ conda activate bioinfo-example-env\n(bioinfo-example-env) Joels-iMac:targets_bioinfo_example joelnitta$ R\n\nR version 4.1.1 (2021-08-10) -- \"Kick Things\"\nCopyright (C) 2021 The R Foundation for Statistical Computing\nPlatform: x86_64-apple-darwin13.4.0 (64-bit)\n\nR is free software and comes with ABSOLUTELY NO WARRANTY.\nYou are welcome to redistribute it under certain conditions.\nType 'license()' or 'licence()' for distribution details.\n\n Natural language support but running in an English locale\n\nR is a collaborative project with many contributors.\nType 'contributors()' for more information and\n'citation()' on how to cite R or R packages in publications.\n\nType 'demo()' for some demos, 'help()' for on-line help, or\n'help.start()' for an HTML browser interface to help.\nType 'q()' to quit R.\n\n> \nNotice the change from (base) to (bioinfo-example-env), indicating that we are now inside the Conda environment.\nNow we have a fixed version of R, with a fixed version of renv." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#maintain-r-packages-with-renv", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#maintain-r-packages-with-renv", + "title": "Managing bioinformatics pipelines with R", + "section": "Maintain R packages with renv", + "text": "Maintain R packages with renv\nThe next step is to use renv to install and track R package versions. renv does this with a “lock file”, which is essentially a specification of every package needed to run the code, its version, and where it comes from.\nThis is what the entry in the renv.lock file for this project for the package Matrix looks like:\n\"Matrix\": {\n \"Package\": \"Matrix\",\n \"Version\": \"1.5-4\",\n \"Source\": \"Repository\",\n \"Repository\": \"CRAN\",\n \"Hash\": \"e779c7d9f35cc364438578f334cffee2\",\n \"Requirements\": [\n \"lattice\"\n ]\n}\nAssuming renv.lock is present in the working directory (you should have downloaded it above), we can install all packages needed for this example by running the following in R within the Conda environment:\n\nrenv::activate() # Turn on renv\nrenv::restore() # Install packages\n\nYou should see something like this6:\nThe following package(s) will be updated:\n\n# CRAN ===============================\n- Matrix [* -> 1.3-4]\n- R6 [* -> 2.5.1]\n- Rcpp [* -> 1.0.7]\n- RcppArmadillo [* -> 0.10.6.0.0]\n- RcppParallel [* -> 5.1.4]\n- assertthat [* -> 0.2.1]\n- babelwhale [* -> 1.0.3]\n- callr [* -> 3.7.0]\n\n...\nIf you look at the contents of the project directory, you will also notice a new folder called renv that contains all of the R packages we just installed." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#putting-it-all-together", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#putting-it-all-together", + "title": "Managing bioinformatics pipelines with R", + "section": "Putting it all together", + "text": "Putting it all together\nOK, now we can run R and Docker from a reproducible environment. What is the best way to run Docker from R? There are some functions in base R for running external commands (system(), system2()) as well as the excellent processx package. Here, though I will use the babelwhale package, which provides some nice wrappers to run Docker (or Singularity)7.\nHere is an example _targets.R file using babelwhale to run Docker. This workflow downloads a pair of fasta files, then trims low-quality bases using the fastp program8:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\n# (here, we are using Docker, not Singularity)\nset_default_config(create_docker_config())\n\n# Define workflow\nlist(\n # Download example fastq files\n tar_file(\n read_1, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq\",\n destfile = \"R1.fq\")\n \"R1.fq\"\n }\n ),\n tar_file(\n read_2, { \n download.file(\n url = \"https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq\",\n destfile = \"R2.fq\")\n \"R2.fq\"\n }\n ),\n # Clean the fastq file with fastp\n tar_file(\n fastp_out, {\n babelwhale::run(\n # Name of docker image, with tag specifying version\n \"quay.io/biocontainers/fastp:0.23.1--h79da9fb_0\",\n # Command to run\n command = \"fastp\",\n # Arguments to the command\n args = c(\n # fastq input files\n \"-i\", paste0(\"/wd/\", read_1), \n \"-I\", paste0(\"/wd/\", read_2), \n # fastq output files\n \"-o\", \"/wd/R1_trim.fq\",\n \"-O\", \"/wd/R2_trim.fq\",\n # trim report file\n \"-h\", \"/wd/trim_report.html\"),\n # Volume mounting specification\n # this uses getwd(), but here::here() is also a good method\n volumes = paste0(getwd(), \":/wd/\")\n )\n c(\"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\")\n }\n )\n)\n\nIn order to run this targets workflow, the above code must be saved as _targets.R in the project root directory (you should have downloaded it above).\nFinally, everything is in place! All we need to do now is run targets::tar_make(), sit back, and enjoy the show:\n\ntargets::tar_make()\n\n▶ start target read_1\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R1.fq'\nContent type 'text/plain; charset=utf-8' length 3041 bytes\n==================================================\ndownloaded 3041 bytes\n\n● built target read_1 [0.423 seconds]\n▶ start target read_2\ntrying URL 'https://raw.githubusercontent.com/OpenGene/fastp/master/testdata/R2.fq'\nContent type 'text/plain; charset=utf-8' length 3343 bytes\n==================================================\ndownloaded 3343 bytes\n\n● built target read_2 [0.421 seconds]\n▶ start target fastp_out\n● built target fastp_out [3.26 seconds]\n▶ end pipeline [4.159 seconds]\n\n\nYou should be able to confirm that the read files were downloaded, cleaned, and a report generated in your working directory. Also, notice there is a new folder called _targets. This contains the metadata that targets uses to track each step of the pipeline (generally it should not be modified by hand; the same goes for the renv folder)." + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#next-steps", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#next-steps", + "title": "Managing bioinformatics pipelines with R", + "section": "Next steps", + "text": "Next steps\n\n\n\n\n\n\n図 3: Image by JOHN TOWNER on unsplash\n\n\n\nThe example workflow just consists of a couple of steps, but I hope you can see how they are chained together: fastp_out depends on read_1 and read_2. We could add a third step that uses fastp_out for something else, and so forth.\nWe can also see this by visualizing the pipeline:\n\ntargets::tar_visnetwork()\n\n\n\n\n\nTo keep things simple for this post, I have written the workflow as a single R script, but that’s not really the ideal way to do it. You can see that the syntax is rather verbose, and such a script would rapidly become very long. The best practice for targets workflows is to write the targets plan and the functions that build each target separately, as _targets.R and functions.R, respectively.\nBy splitting the plan from the functions this way, our _targets.R file becomes much shorter and more readable:\n\nlibrary(targets)\nlibrary(tarchetypes)\nlibrary(babelwhale)\n\n# Set babelwhale backend for running containers\nset_default_config(create_docker_config())\n\n# Load functions\nsource(\"R/functions.R\")\n\ntar_plan(\n # Download example fastq files\n tar_file(read_1, download_read(\"R1.fq\")),\n tar_file(read_2, download_read(\"R2.fq\")),\n # Clean the fastq files with fastp\n tar_file(\n fastp_out, \n fastp(read_1, read_2, \"R1_trim.fq\", \"R2_trim.fq\", \"trim_report.html\"\n )\n )\n)\n\nYou can see how it provides a high-level overview of each step in the workflow, without getting bogged down in the details. And the best part is, you don’t have to install fastp (or any other software used for a particular step)! Docker takes care of that for you.\nFurthermore, thanks to targets, if one part of the workflow changes and we run tar_make() again, only the part that changed will be run. Try it by deleting R1.fq, then run tar_make() again and see what happens.\nI have made this plan and the accompanying functions.R file available at this repo: https://github.com/joelnitta/targets_bioinfo_example. Please check it out!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#conclusion", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#conclusion", + "title": "Managing bioinformatics pipelines with R", + "section": "Conclusion", + "text": "Conclusion\nI am really excited about using targets for reproducibly managing bioinformatics workflows from R. I hope this helps others who may want to do the same!" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#reproducibility", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#reproducibility", + "title": "Managing bioinformatics pipelines with R", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#footnotes", + "href": "posts/2021-11-16_r-bioinfo-flow/index.ja.html#footnotes", + "title": "Managing bioinformatics pipelines with R", + "section": "脚注", + "text": "脚注\n\n\nDocker images are basically completely self-contained computing environments, such that the software inside the image is exactly the same no matter where it is run. A major benefit of using a docker image is that you don’t have to install all of the various dependencies for a particular package: it all comes bundled in the image. And if the image has been tagged (versioned) correctly, you can specify the exact software version and know that the results won’t change in the future.↩︎\nBioconda creates a Docker image for each package, which is listed in Biocontainers and uploaded to Quay.io, so Bioconda and Biocontainers are largely overlapping. I find the Bioconda interface easier to use for finding images. You can also just try googling the name of the software you want to use plus “docker”. If there is no available image, you can build one yourself, but that’s outside the scope of this post.↩︎\nThink Inception.↩︎\nConda was originally developed for managing python and python packages, but it has expanded greatly and works as a general software package manager.↩︎\nThe asterisk in r-renv=0.14.* indicates to install the most recent version with the 0.14 version number.↩︎\nI’m not actually running this command and showing the output, since this post is already rendered using renv, and running renv within renv is also getting too Inception-y!↩︎\nI typically use Docker, but Singularity may be a good option if you want to run your workflow on a machine where you don’t have root privileges (such as on a cluster). Docker requires root privileges to install, but Singularity doesn’t (for that matter neither does Conda). I have not tested any of this with Singularity.↩︎\nI won’t go into the details of the targets syntax here, but I highly recommend this chapter in the targets manual for working with external files, which are very common in bioinformatics workflows.↩︎" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#about-contmap", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#about-contmap", + "title": "Selecting color schemes for mapping ancestral states", + "section": "", + "text": "The phytools package provides (among many other things) the contMap() function for estimating ancestral character states and visualizing their changes along the branches of a phylogenetic tree. It can either produce the plot directly (default), or be saved as an object with the plot = FALSE argument, to be further manipulated and plotted later with plot()." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#default-colors", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#default-colors", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Default colors", + "text": "Default colors\nI have to say I’m not a fan of the default color scheme, which is a rainbow palette going from red through yellow and green to blue.\nFor example, let’s borrow some example code and look at the default plot:\n\n# code modified slightly from http://www.phytools.org/eqg2015/asr.html\n\n## Load needed packages for this blogpost\nlibrary(phytools)\nlibrary(ggtree)\nlibrary(tidyverse)\nlibrary(scico)\nlibrary(viridisLite)\n\n\n## Load anole tree\nanole.tree <- read.tree(\"http://www.phytools.org/eqg2015/data/anole.tre\")\n\n## Load anole trait data, extract snout-vent-length (svl) as named vector\nsvl <- read_csv(\"http://www.phytools.org/eqg2015/data/svl.csv\") %>%\n mutate(svl = set_names(svl, species)) %>%\n pull(svl)\n\n# Plot with default color scheme\ncontmap_obj <- contMap(anole.tree, svl, plot = FALSE)\n\nplot(\n contmap_obj, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n\n\n図 1: Default rainbow color scheme. Pretty, but confusing.\n\n\n\n\n\nAlthough this does provide a wide range of colors, it’s not obvious why one color is greater or less than the others. In particular it’s hard to discern the order of intermediate values (yellow, green, light blue). Indeed, there has been much written on why the rainbow palette is generally not a good way to visualize continuous data." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#defining-a-new-color-palette", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#defining-a-new-color-palette", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Defining a new color palette", + "text": "Defining a new color palette\nphytools::setMap() can be used to specify another color palette. setMap() passes its second argument (a vector of color names or hexadecimals) to colorRampPalette(). colorRampPalette() is a bit unusual in that it’s a function that produces a function, in this case, one that generates a vector of colors interpolating between the original input values:\n\n# colorRampPalette() produces a function\nmy_color_func <- colorRampPalette(c(\"red\", \"yellow\"))\nclass(my_color_func)\n\n[1] \"function\"\n\n# The function generates n colors interpolating between\n# the colors originally passed to colorRampPalette()\nmy_colors <- my_color_func(n = 6)\nscales::show_col(my_colors)\n\n\n\n\n\n\n\n図 2: A red-to-yellow color ramp.\n\n\n\n\n\nSo, this works fine for generating custom color gradients. But designing accurate, color-blind friendly color palettes is not a simple task. Fortunately, there are several packages available with such carefully crafted palettes. Two of my favorite are viridis and scico. How can we use these with the plotting function in phytools?" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#using-viridis-or-scico-palettes", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#using-viridis-or-scico-palettes", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Using viridis or scico palettes", + "text": "Using viridis or scico palettes\nWell, it turns out that as long as we specify the same number of colors, we can replicate the viridis color palette with colorRampPalette(). The only difference is the alpha, or transparency level, indicated at the end of each hexidecimal with two letters (here “FF”). There is no reason to use transparency here anyways, so that doesn’t matter.\n\n# viridis color palette with 6 colors\nviridis(6)\n\n[1] \"#440154FF\" \"#414487FF\" \"#2A788EFF\" \"#22A884FF\" \"#7AD151FF\" \"#FDE725FF\"\n\n# colorRampPalette() replicating viridis color palette\ncolorRampPalette(viridis(6))(6)\n\n[1] \"#440154\" \"#414487\" \"#2A788E\" \"#22A884\" \"#7AD151\" \"#FDE725\"\n\n\nSo here is the viridis version of the phytools plot:\n\n# Count the number of unique character states in the observed data:\nn_cols <- n_distinct(svl)\n\n# Change the color palette\ncontmap_obj_viridis <- setMap(contmap_obj, viridis(n_cols))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_viridis, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n図 3: Viridis colors. Better.\n\n\n\n\n\nAnd here is another one, this time using a palette from scico:\n\n# Change the color palette\ncontmap_obj_scico <- setMap(contmap_obj, scico(n_cols, palette = \"bilbao\"))\n\n# Plot the mapped characters with the new colors\nplot(\n contmap_obj_scico, \n type=\"fan\", \n legend = 0.7*max(nodeHeights(anole.tree)),\n fsize = c(0.5, 0.7))\n\n\n\n\n\n\n\n図 4: Scico colors. My personal favorite.\n\n\n\n\n\nI personally find this one even easier to interpret than viridis. It’s very clear which values are low and high." + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#ggtree", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#ggtree", + "title": "Selecting color schemes for mapping ancestral states", + "section": "ggtree", + "text": "ggtree\nJust for completeness, here is code to replicate the plot in ggtree.\n\n# Modified from https://yulab-smu.top/treedata-book/chapter4.html#color-tree\n\n# Fit an ancestral state character reconstruction\nfit <- phytools::fastAnc(anole.tree, svl, vars = TRUE, CI = TRUE)\n\n# Make a dataframe with trait values at the tips\ntd <- data.frame(\n node = nodeid(anole.tree, names(svl)),\n trait = svl)\n\n# Make a dataframe with estimated trait values at the nodes\nnd <- data.frame(node = names(fit$ace), trait = fit$ace)\n\n# Combine these with the tree data for plotting with ggtree\nd <- rbind(td, nd)\nd$node <- as.numeric(d$node)\ntree <- full_join(anole.tree, d, by = 'node')\n\nggtree(\n tree, \n aes(color = trait), \n layout = 'circular', \n ladderize = FALSE, continuous = \"color\", size = 1) +\n # >>> The important part! <<<\n # Choose your favorite scale_color_* function here: \n scale_color_scico(palette = \"bilbao\") + \n geom_tiplab(hjust = -.1, size = 2, color = \"black\") + \n xlim(0, 1.2) + \n theme(\n legend.position = c(0, .82),\n legend.text = element_text(size = 8),\n legend.title = element_text(size = 8)\n ) \n\n\n\n\n\n\n\n図 5: Scico colors with ggtree.\n\n\n\n\n\nThat’s it!" + }, + { + "objectID": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#reproducibility", + "href": "posts/2021-06-02_color-scheme-anc-states/index.ja.html#reproducibility", + "title": "Selecting color schemes for mapping ancestral states", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code\nrenv lockfile" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html", + "href": "posts/2021-11-24_using-giscus/index.ja.html", + "title": "Enable giscus in Distill", + "section": "", + "text": "Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#update-2022-06-06", + "href": "posts/2021-11-24_using-giscus/index.ja.html#update-2022-06-06", + "title": "Enable giscus in Distill", + "section": "", + "text": "Since writing this blogpost, a new publishing system called Quarto is now available that supports giscus natively. If you are setting up a new blog or website, you may want to consider using Quarto instead of Distill1. It will save you the trouble of setting up everything like I describe below." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#tldr", + "href": "posts/2021-11-24_using-giscus/index.ja.html#tldr", + "title": "Enable giscus in Distill", + "section": "TL;DR", + "text": "TL;DR\n\ngiscus is a free, open-source commenting system for blogs that uses the GitHub API\ngiscus uses GitHub Discussions (not Issues) to store data\nI show how to enable giscus on a Distill blog\n\n\n\n\n\n\n\n図 1: Image by Adam Solomon on unsplash" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#why-distill-and-giscus", + "href": "posts/2021-11-24_using-giscus/index.ja.html#why-distill-and-giscus", + "title": "Enable giscus in Distill", + "section": "Why Distill and giscus?", + "text": "Why Distill and giscus?\nLike many R-bloggers these days, I have made some changes: I switched from blogdown to Distill 2, and from disqus to utterances 3. Several things about utterances appealed to me: free, open-source, no data tracking. But when I started using it, I immediately was turned off by the dual use of GitHub issues as a way to store comments. It just felt odd to have an issue that wasn’t an issue!\nFortunately, I’m not the only one to feel this way, and @laymonage actually did something about it: there is now a very similar app to utterances, called giscus. It offers almost the same functionality, but it uses GitHub Discussions as the place to store comments instead of Issues. This makes much more sense to me." + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#how-to-set-up-giscus-on-distill", + "href": "posts/2021-11-24_using-giscus/index.ja.html#how-to-set-up-giscus-on-distill", + "title": "Enable giscus in Distill", + "section": "How to set up giscus on Distill", + "text": "How to set up giscus on Distill\nThere are several blogposts 4 on how to enable utterances on Distill, but none that I’ve found so far on giscus. So, here goes!\n\nEnable Discussions on your blog repo. Optionally, if you want to use a non-default Discussions category for storing giscus content, add a new category. I did this and called it “Comments”. As recommended by giscus, it’s a good idea to set the discussion format to “Announcement” so that non-authorized users can’t add content via the Discussions interface (only the giscus widget on your blog).\nInstall the giscus GitHub app and configure it to have access to your blog’s repo.\nGo to the giscus app interface, scroll down to “configuration” and fill in the details for your blog. Once you’ve done so, further down you should see an HTML code block under “Enable giscus” populated with your information.\n\n\n\n\n\n\n\n図 2: giscus configuration menu.\n\n\n\n\n\n\n\n\n\n図 3: giscus HTML block. Once you fill in the fields in the configuration menu, the parts starting with [ENTER ...] will get automatically populated.\n\n\n\nAs described in Miles McBain’s blogpost, unfortunately in Distill, you can’t just paste the HTML directly into an Rmd file. It won’t show up. But the same work-around that he describes for utterances also happily works for giscus! Read on…\n\nAdd an .html file (I’ve called mine giscus.html) to the root of your blog repo that looks like this (and is based off of Miles’ HTML):\n\n<script>\n document.addEventListener(\"DOMContentLoaded\", function () {\n if (!/posts/.test(location.pathname)) {\n return;\n }\n\n var script = document.createElement(\"script\");\n script.src = \"https://giscus.app/client.js\";\n script.setAttribute(\"data-repo\", \"[ENTER REPO HERE]\");\n script.setAttribute(\"data-repo-id\", \"[ENTER REPO ID HERE]\");\n script.setAttribute(\"data-category\", \"[ENTER CATEGORY NAME HERE]\");\n script.setAttribute(\"data-category-id\", \"[ENTER CATEGORY ID HERE]\");\n script.setAttribute(\"data-mapping\", \"pathname\");\n script.setAttribute(\"data-reactions-enabled\", \"0\");\n script.setAttribute(\"data-emit-metadata\", \"0\");\n script.setAttribute(\"data-theme\", \"light\");\n script.setAttribute(\"data-lang\", \"en\");\n\n /* wait for article to load, append script to article element */\n var observer = new MutationObserver(function (mutations, observer) {\n var article = document.querySelector(\"d-article\");\n if (article) {\n observer.disconnect();\n /* HACK: article scroll */\n article.setAttribute(\"style\", \"overflow-y: hidden\");\n article.appendChild(script);\n }\n });\n\n observer.observe(document.body, { childList: true });\n });\n </script>\nIf you compare the above code with the HTML block in the giscus app (図 3), you should be able to see how the script.setAttribute lines above map to the key-value pairs in the HTML block in the giscus app. All we have to do is copy the contents of the HTML block over to this giscus.html file. You can see what my giscus.html file looks like here.\n\nModify _site.yml so that the giscus.html file gets loaded on every Distill article page 5:\n\noutput: \n distill::distill_article:\n includes:\n in_header: giscus.html\nThat’s it! Or it should be anyways. I recommend trying a test comment to make sure everything is working (nobody will tell you otherwise…)" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#reproducibility", + "href": "posts/2021-11-24_using-giscus/index.ja.html#reproducibility", + "title": "Enable giscus in Distill", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSource code" + }, + { + "objectID": "posts/2021-11-24_using-giscus/index.ja.html#footnotes", + "href": "posts/2021-11-24_using-giscus/index.ja.html#footnotes", + "title": "Enable giscus in Distill", + "section": "脚注", + "text": "脚注\n\n\nI have converted my website to Quarto.↩︎\nblogdown and Distill are R packages for making websites. In a nutshell, Distill is much simpler to use than blogdown, at the cost of some design flexibility. For more about making the switch, you can get caught up with posts from Thomas Mock, Frie Preu, Lisa Lendway, and Andreas Handel.↩︎\ndisqus and utterances are tools that let users comment on blog posts. Recently many R-bloggers have been moving away from disqus because it has a habit of tracking user’s data and causing page bloat. More recently, when I checked on my disqus account (in the process of migrating away!), it had a option to “opt-out” of data tracking, but that means data-tracking is on by default.↩︎\nFor example, Vebash Naidoo’s tutorial and Michael McCarthy’s post describing how to control the location of the comments section.↩︎\nThe _site.yml file is longer than this, but I’m just showing the relevant code to add. 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30'%3e%3cpath stroke='%23fffefd' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23fffefd' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: 0;--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #3b4d5b;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 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var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 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.nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 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6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #efb48c;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(223, 105, 25, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: #ebebeb;--bs-accordion-active-bg: #df6919}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23eca575'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23eca575'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0.75rem;--bs-breadcrumb-padding-y: 0.375rem;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: #3b4d5b;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: #ebebeb;--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: #ebebeb;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #fff;--bs-pagination-bg: #3b4d5b;--bs-pagination-border-width: 1px;--bs-pagination-border-color: transparent;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: #fff;--bs-pagination-hover-bg: rgba(255, 255, 255, 0.4);--bs-pagination-hover-border-color: transparent;--bs-pagination-focus-color: #b25414;--bs-pagination-focus-bg: #dee2e6;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(223, 105, 25, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #df6919;--bs-pagination-active-border-color: #df6919;--bs-pagination-disabled-color: rgba(255, 255, 255, 0.4);--bs-pagination-disabled-bg: #3b4d5b;--bs-pagination-disabled-border-color: transparent;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: 0.25rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #3b4d5b;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #df6919;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #fff;--bs-list-group-bg: #3b4d5b;--bs-list-group-border-color: transparent;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: #fff;--bs-list-group-action-hover-color: #fff;--bs-list-group-action-hover-bg: rgba(255, 255, 255, 0.4);--bs-list-group-action-active-color: #ebebeb;--bs-list-group-action-active-bg: #dee2e6;--bs-list-group-disabled-color: rgba(255, 255, 255, 0.4);--bs-list-group-disabled-bg: #3b4d5b;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #df6919;--bs-list-group-active-border-color: #df6919;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 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var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #fff;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' 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1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: rgba(0, 0, 0, 0.2);--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: rgba(0, 0, 0, 0.2);--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable 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body-end-outset page-end-inset page-end screen-end-inset] 1.5em [screen-end]}body:not(.floating):not(.docked) .page-columns.toc-left .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset page-start page-start-inset body-start-outset body-start body-content-start] minmax(0px, 1fr) [body-content-end body-end body-end-outset page-end-inset page-end screen-end-inset] 1.5em [screen-end]}nav[role=doc-toc]{display:none}}body,.page-row-navigation{grid-template-rows:[page-top] max-content [contents-top] max-content [contents-bottom] max-content [page-bottom]}.page-rows-contents{grid-template-rows:[content-top] minmax(max-content, 1fr) [content-bottom] minmax(60px, max-content) [page-bottom]}.page-full{grid-column:screen-start/screen-end !important}.page-columns>*{grid-column:body-content-start/body-content-end}.page-columns.column-page>*{grid-column:page-start/page-end}.page-columns.column-page-left 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none}.btn-outline-primary{--bs-btn-color: #2780e3;--bs-btn-border-color: #2780e3;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #2780e3;--bs-btn-hover-border-color: #2780e3;--bs-btn-focus-shadow-rgb: 39, 128, 227;--bs-btn-active-color: #fff;--bs-btn-active-bg: #2780e3;--bs-btn-active-border-color: #2780e3;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #2780e3;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #2780e3;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-secondary{--bs-btn-color: #343a40;--bs-btn-border-color: #343a40;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #343a40;--bs-btn-hover-border-color: #343a40;--bs-btn-focus-shadow-rgb: 52, 58, 64;--bs-btn-active-color: #fff;--bs-btn-active-bg: #343a40;--bs-btn-active-border-color: #343a40;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #343a40;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #343a40;--bs-btn-bg: 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#ff0039;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #ff0039;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-light{--bs-btn-color: #f8f9fa;--bs-btn-border-color: #f8f9fa;--bs-btn-hover-color: #000;--bs-btn-hover-bg: #f8f9fa;--bs-btn-hover-border-color: #f8f9fa;--bs-btn-focus-shadow-rgb: 248, 249, 250;--bs-btn-active-color: #000;--bs-btn-active-bg: #f8f9fa;--bs-btn-active-border-color: #f8f9fa;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #f8f9fa;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #f8f9fa;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-dark{--bs-btn-color: #343a40;--bs-btn-border-color: #343a40;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #343a40;--bs-btn-hover-border-color: #343a40;--bs-btn-focus-shadow-rgb: 52, 58, 64;--bs-btn-active-color: #fff;--bs-btn-active-bg: #343a40;--bs-btn-active-border-color: #343a40;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #343a40;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #343a40;--bs-btn-bg: transparent;--bs-gradient: none}.btn-link{--bs-btn-font-weight: 400;--bs-btn-color: #2780e3;--bs-btn-bg: transparent;--bs-btn-border-color: transparent;--bs-btn-hover-color: #1f66b6;--bs-btn-hover-border-color: transparent;--bs-btn-active-color: #1f66b6;--bs-btn-active-border-color: transparent;--bs-btn-disabled-color: #6c757d;--bs-btn-disabled-border-color: transparent;--bs-btn-box-shadow: 0 0 0 #000;--bs-btn-focus-shadow-rgb: 71, 147, 231;text-decoration:underline;-webkit-text-decoration:underline;-moz-text-decoration:underline;-ms-text-decoration:underline;-o-text-decoration:underline}.btn-link:focus-visible{color:var(--bs-btn-color)}.btn-link:hover{color:var(--bs-btn-hover-color)}.btn-lg,.btn-group-lg>.btn{--bs-btn-padding-y: 0.5rem;--bs-btn-padding-x: 1rem;--bs-btn-font-size:1.25rem;--bs-btn-border-radius: 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var(--bs-dropdown-item-padding-x);clear:both;font-weight:400;color:var(--bs-dropdown-link-color);text-align:inherit;text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;white-space:nowrap;background-color:rgba(0,0,0,0);border:0}.dropdown-item:hover,.dropdown-item:focus{color:var(--bs-dropdown-link-hover-color);background-color:var(--bs-dropdown-link-hover-bg)}.dropdown-item.active,.dropdown-item:active{color:var(--bs-dropdown-link-active-color);text-decoration:none;background-color:var(--bs-dropdown-link-active-bg)}.dropdown-item.disabled,.dropdown-item:disabled{color:var(--bs-dropdown-link-disabled-color);pointer-events:none;background-color:rgba(0,0,0,0)}.dropdown-menu.show{display:block}.dropdown-header{display:block;padding:var(--bs-dropdown-header-padding-y) 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auto}.btn-group>.btn-check:checked+.btn,.btn-group>.btn-check:focus+.btn,.btn-group>.btn:hover,.btn-group>.btn:focus,.btn-group>.btn:active,.btn-group>.btn.active,.btn-group-vertical>.btn-check:checked+.btn,.btn-group-vertical>.btn-check:focus+.btn,.btn-group-vertical>.btn:hover,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn.active{z-index:1}.btn-toolbar{display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;justify-content:flex-start;-webkit-justify-content:flex-start}.btn-toolbar .input-group{width:auto}.btn-group>:not(.btn-check:first-child)+.btn,.btn-group>.btn-group:not(:first-child){margin-left:calc(1px*-1)}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after{margin-left:0}.dropstart .dropdown-toggle-split::before{margin-right:0}.btn-sm+.dropdown-toggle-split,.btn-group-sm>.btn+.dropdown-toggle-split{padding-right:.375rem;padding-left:.375rem}.btn-lg+.dropdown-toggle-split,.btn-group-lg>.btn+.dropdown-toggle-split{padding-right:.75rem;padding-left:.75rem}.btn-group-vertical{flex-direction:column;-webkit-flex-direction:column;align-items:flex-start;-webkit-align-items:flex-start;justify-content:center;-webkit-justify-content:center}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group{width:100%}.btn-group-vertical>.btn:not(:first-child),.btn-group-vertical>.btn-group:not(:first-child){margin-top:calc(1px*-1)}.nav{--bs-nav-link-padding-x: 1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: #2780e3;--bs-nav-link-hover-color: #1f66b6;--bs-nav-link-disabled-color: rgba(52, 58, 64, 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var(--bs-navbar-hover-color);--bs-nav-link-disabled-color: var(--bs-navbar-disabled-color);display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;list-style:none}.navbar-nav .nav-link.active,.navbar-nav .nav-link.show{color:var(--bs-navbar-active-color)}.navbar-nav .dropdown-menu{position:static}.navbar-text{padding-top:.5rem;padding-bottom:.5rem;color:var(--bs-navbar-color)}.navbar-text a,.navbar-text a:hover,.navbar-text a:focus{color:var(--bs-navbar-active-color)}.navbar-collapse{flex-basis:100%;-webkit-flex-basis:100%;flex-grow:1;-webkit-flex-grow:1;align-items:center;-webkit-align-items:center}.navbar-toggler{padding:var(--bs-navbar-toggler-padding-y) var(--bs-navbar-toggler-padding-x);font-size:var(--bs-navbar-toggler-font-size);line-height:1;color:var(--bs-navbar-color);background-color:rgba(0,0,0,0);border:var(--bs-border-width) solid 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992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas 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.offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: #fdfeff;--bs-navbar-hover-color: rgba(253, 254, 255, 0.8);--bs-navbar-disabled-color: rgba(253, 254, 255, 0.75);--bs-navbar-active-color: #fdfeff;--bs-navbar-brand-color: #fdfeff;--bs-navbar-brand-hover-color: #fdfeff;--bs-navbar-toggler-border-color: rgba(253, 254, 255, 0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 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0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0}.card>.list-group:last-child{border-bottom-width:0}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}}.accordion{--bs-accordion-color: #343a40;--bs-accordion-bg: #fff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #343a40;--bs-accordion-btn-bg: #fff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23343a40'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%2310335b'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #93c0f1;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: #10335b;--bs-accordion-active-bg: #d4e6f9}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:not(:first-of-type){border-top:0}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(52, 58, 64, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #2780e3;--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: #1f66b6;--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: #1f66b6;--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #2780e3;--bs-pagination-active-border-color: #2780e3;--bs-pagination-disabled-color: rgba(52, 58, 64, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: 0.25rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 0 solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:.5rem}}.progress,.progress-stacked{--bs-progress-height: 0.5rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2780e3;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #343a40;--bs-list-group-bg: #fff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(52, 58, 64, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #343a40;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(52, 58, 64, 0.75);--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2780e3;--bs-list-group-active-border-color: #2780e3;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(52, 58, 64, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color)}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: #fff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;min-height:calc(100% - var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: 0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y)*.5) calc(var(--bs-modal-header-padding-x)*.5);margin:calc(-0.5*var(--bs-modal-header-padding-y)) calc(-0.5*var(--bs-modal-header-padding-x)) calc(-0.5*var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:flex-end;-webkit-justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap)*.5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width: 300px}}@media(min-width: 992px){.modal-lg,.modal-xl{--bs-modal-width: 800px}}@media(min-width: 1200px){.modal-xl{--bs-modal-width: 1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0}.modal-fullscreen .modal-body{overflow-y:auto}@media(max-width: 575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media(max-width: 767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media(max-width: 991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media(max-width: 1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media(max-width: 1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex: 1080;--bs-tooltip-max-width: 200px;--bs-tooltip-padding-x: 0.5rem;--bs-tooltip-padding-y: 0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color: #fff;--bs-tooltip-bg: #000;--bs-tooltip-border-radius: 0.25rem;--bs-tooltip-opacity: 0.9;--bs-tooltip-arrow-width: 0.8rem;--bs-tooltip-arrow-height: 0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:"Source Sans Pro",-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI 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1rem)}.bslib-mb-spacing{margin-bottom:var(--bslib-mb-spacer)}.bslib-gap-spacing{gap:var(--bslib-mb-spacer)}.bslib-gap-spacing>.bslib-mb-spacing,.bslib-gap-spacing>.form-group,.bslib-gap-spacing>p,.bslib-gap-spacing>pre{margin-bottom:0}.html-fill-container>.html-fill-item.bslib-mb-spacing{margin-bottom:0}.tab-content>.tab-pane.html-fill-container{display:none}.tab-content>.active.html-fill-container{display:flex}.tab-content.html-fill-container{padding:0}:root{--bslib-page-sidebar-title-bg: #2780e3;--bslib-page-sidebar-title-color: #fff}.bslib-page-title{background-color:var(--bslib-page-sidebar-title-bg);color:var(--bslib-page-sidebar-title-color);font-size:1.25rem;font-weight:300;padding:var(--bslib-spacer, 1rem);padding-left:1.5rem;margin-bottom:0;border-bottom:1px solid #dee2e6}.bslib-sidebar-layout{--bslib-sidebar-transition-duration: 500ms;--bslib-sidebar-transition-easing-x: cubic-bezier(0.8, 0.78, 0.22, 1.07);--bslib-sidebar-border: var(--bs-card-border-width, 1px) solid 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var(--bslib-sidebar-transition-duration);color:var(--bslib-sidebar-main-fg);background-color:var(--bslib-sidebar-main-bg)}.bslib-sidebar-layout>.sidebar{grid-column:1/2;width:100%;height:100%;border-right:var(--bslib-sidebar-vert-border);border-top-right-radius:0;border-bottom-right-radius:0;color:var(--bslib-sidebar-fg);background-color:var(--bslib-sidebar-bg);backdrop-filter:blur(5px)}.bslib-sidebar-layout>.sidebar>.sidebar-content{display:flex;flex-direction:column;gap:var(--bslib-spacer, 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this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=z.findOne(wt,this._indicatorsElement);e.classList.remove(yt),e.removeAttribute("aria-current");const i=z.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(yt),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===at,s=e||b(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>N.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r(dt).defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),d(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(yt),i.classList.remove(yt,c,l),this._isSliding=!1,r(ut)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return z.findOne(Et,this._element)}_getItems(){return z.find(At,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return p()?t===ct?lt:at:t===ct?at:lt}_orderToDirection(t){return p()?t===lt?ct:ht:t===lt?ht:ct}static jQueryInterface(t){return this.each((function(){const e=xt.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}N.on(document,bt,"[data-bs-slide], 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i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(Mt),this._element.classList.add(Pt,Nt),this._element.style[e]="",N.trigger(this._element,St)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(N.trigger(this._element,Dt).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,d(this._element),this._element.classList.add(Mt),this._element.classList.remove(Pt,Nt);for(const t of this._triggerArray){const e=z.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(Mt),this._element.classList.add(Pt),N.trigger(this._element,$t)}),this._element,!0)}_isShown(t=this._element){return 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e=t.state,i=t.name,n=e.rects.reference,s=e.rects.popper,o=e.modifiersData.preventOverflow,r=ii(e,{elementContext:"reference"}),a=ii(e,{altBoundary:!0}),l=oi(r,n),c=oi(a,s,o),h=ri(l),d=ri(c);e.modifiersData[i]={referenceClippingOffsets:l,popperEscapeOffsets:c,isReferenceHidden:h,hasPopperEscaped:d},e.attributes.popper=Object.assign({},e.attributes.popper,{"data-popper-reference-hidden":h,"data-popper-escaped":d})}},li={name:"offset",enabled:!0,phase:"main",requires:["popperOffsets"],fn:function(t){var e=t.state,i=t.options,n=t.name,s=i.offset,o=void 0===s?[0,0]:s,r=ee.reduce((function(t,i){return t[i]=function(t,e,i){var n=be(t),s=[Vt,zt].indexOf(n)>=0?-1:1,o="function"==typeof i?i(Object.assign({},e,{placement:t})):i,r=o[0],a=o[1];return 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J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu 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e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
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")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...g(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");N.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),N.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},N.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},As={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Es extends W{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new 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e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=z.find(bs,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(_s),this._activateParents(t),N.trigger(this._element,ps,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,ys))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);const e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No 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Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-o-down:before { + content: "\f0a7"; } + +.fa.fa-arrows-alt:before { + content: "\f31e"; } + +.fa.fa-group:before { + content: "\f0c0"; } + +.fa.fa-chain:before { + content: "\f0c1"; } + +.fa.fa-scissors:before { + content: "\f0c4"; } + +.fa.fa-files-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-files-o:before { + content: "\f0c5"; } + +.fa.fa-floppy-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-floppy-o:before { + content: "\f0c7"; } + +.fa.fa-navicon:before { + content: "\f0c9"; } + +.fa.fa-reorder:before { + content: "\f0c9"; } + +.fa.fa-pinterest { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pinterest-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus:before { + content: "\f0d5"; } + +.fa.fa-money { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-money:before { + content: "\f3d1"; } + +.fa.fa-unsorted:before { + content: "\f0dc"; } + +.fa.fa-sort-desc:before { + content: "\f0dd"; } + +.fa.fa-sort-asc:before { + content: "\f0de"; } + +.fa.fa-linkedin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-linkedin:before { + content: "\f0e1"; } + +.fa.fa-rotate-left:before { + content: "\f0e2"; } + +.fa.fa-legal:before { + content: "\f0e3"; } + +.fa.fa-tachometer:before { + content: "\f3fd"; } + +.fa.fa-dashboard:before { + content: "\f3fd"; } + +.fa.fa-comment-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-comment-o:before { + content: "\f075"; } + +.fa.fa-comments-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-comments-o:before { + content: "\f086"; } + +.fa.fa-flash:before { + content: "\f0e7"; } + +.fa.fa-clipboard { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-paste { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-paste:before { + content: "\f328"; } + +.fa.fa-lightbulb-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-lightbulb-o:before { + content: "\f0eb"; } + +.fa.fa-exchange:before { + content: "\f362"; } + +.fa.fa-cloud-download:before { + content: "\f381"; } + +.fa.fa-cloud-upload:before { + content: "\f382"; } + +.fa.fa-bell-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-bell-o:before { + content: "\f0f3"; } + +.fa.fa-cutlery:before { + content: "\f2e7"; } + +.fa.fa-file-text-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-text-o:before { + content: "\f15c"; } + +.fa.fa-building-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-building-o:before { + content: "\f1ad"; } + +.fa.fa-hospital-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hospital-o:before { + content: "\f0f8"; } + +.fa.fa-tablet:before { + content: "\f3fa"; } + +.fa.fa-mobile:before { + content: "\f3cd"; } + +.fa.fa-mobile-phone:before { + content: "\f3cd"; } + +.fa.fa-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-circle-o:before { + content: "\f111"; } + +.fa.fa-mail-reply:before { + content: "\f3e5"; } + +.fa.fa-github-alt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-folder-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-folder-o:before { + content: "\f07b"; } + +.fa.fa-folder-open-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-folder-open-o:before { + content: "\f07c"; } + +.fa.fa-smile-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-smile-o:before { + content: "\f118"; } + +.fa.fa-frown-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-frown-o:before { + content: "\f119"; } + +.fa.fa-meh-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-meh-o:before { + content: "\f11a"; } + +.fa.fa-keyboard-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-keyboard-o:before { + content: "\f11c"; } + +.fa.fa-flag-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-flag-o:before { + content: "\f024"; } + +.fa.fa-mail-reply-all:before { + content: "\f122"; } + +.fa.fa-star-half-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-star-half-o:before { + content: "\f089"; } + +.fa.fa-star-half-empty { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-star-half-empty:before { + content: "\f089"; } + +.fa.fa-star-half-full { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-star-half-full:before { + content: "\f089"; } + +.fa.fa-code-fork:before { + content: "\f126"; } + +.fa.fa-chain-broken:before { + content: "\f127"; } + +.fa.fa-shield:before { + content: "\f3ed"; } + +.fa.fa-calendar-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-o:before { + content: "\f133"; } + +.fa.fa-maxcdn { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-html5 { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-css3 { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ticket:before { + content: "\f3ff"; } + +.fa.fa-minus-square-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-minus-square-o:before { + content: "\f146"; } + +.fa.fa-level-up:before { + content: "\f3bf"; } + +.fa.fa-level-down:before { + content: "\f3be"; } + +.fa.fa-pencil-square:before { + content: "\f14b"; } + +.fa.fa-external-link-square:before { + content: "\f360"; } + +.fa.fa-compass { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-down { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-down:before { + content: "\f150"; } + +.fa.fa-toggle-down { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-down:before { + content: "\f150"; } + +.fa.fa-caret-square-o-up { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-up:before { + content: "\f151"; } + +.fa.fa-toggle-up { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-up:before { + content: "\f151"; } + +.fa.fa-caret-square-o-right { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-right:before { + content: "\f152"; } + +.fa.fa-toggle-right { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-right:before { + content: "\f152"; } + +.fa.fa-eur:before { + content: "\f153"; } + +.fa.fa-euro:before { + content: "\f153"; } + +.fa.fa-gbp:before { + content: "\f154"; } + +.fa.fa-usd:before { + content: "\f155"; } + +.fa.fa-dollar:before { + content: "\f155"; } + +.fa.fa-inr:before { + content: "\f156"; } + +.fa.fa-rupee:before { + content: "\f156"; } + +.fa.fa-jpy:before { + content: "\f157"; } + +.fa.fa-cny:before { + content: "\f157"; } + +.fa.fa-rmb:before { + content: "\f157"; } + +.fa.fa-yen:before { + content: "\f157"; } + +.fa.fa-rub:before { + content: "\f158"; } + +.fa.fa-ruble:before { + content: "\f158"; } + +.fa.fa-rouble:before { + content: "\f158"; } + +.fa.fa-krw:before { + content: "\f159"; } + +.fa.fa-won:before { + content: "\f159"; } + +.fa.fa-btc { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitcoin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitcoin:before { + content: "\f15a"; } + +.fa.fa-file-text:before { + content: "\f15c"; } + +.fa.fa-sort-alpha-asc:before { + content: "\f15d"; } + +.fa.fa-sort-alpha-desc:before { + content: "\f15e"; } + +.fa.fa-sort-amount-asc:before { + content: "\f160"; } + +.fa.fa-sort-amount-desc:before { + content: "\f161"; } + +.fa.fa-sort-numeric-asc:before { + content: "\f162"; } + +.fa.fa-sort-numeric-desc:before { + content: "\f163"; } + +.fa.fa-youtube-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-youtube { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-xing { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-xing-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-youtube-play { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-youtube-play:before { + content: "\f167"; } + +.fa.fa-dropbox { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stack-overflow { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-instagram { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-flickr { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-adn { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitbucket { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitbucket-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bitbucket-square:before { + content: "\f171"; } + +.fa.fa-tumblr { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-tumblr-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-long-arrow-down:before { + content: "\f309"; } + +.fa.fa-long-arrow-up:before { + content: "\f30c"; } + +.fa.fa-long-arrow-left:before { + content: "\f30a"; } + +.fa.fa-long-arrow-right:before { + content: "\f30b"; } + +.fa.fa-apple { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-windows { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-android { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-linux { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-dribbble { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-skype { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-foursquare { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-trello { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gratipay { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gittip { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gittip:before { + content: "\f184"; } + +.fa.fa-sun-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-sun-o:before { + content: "\f185"; } + +.fa.fa-moon-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-moon-o:before { + content: "\f186"; } + +.fa.fa-vk { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-weibo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-renren { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pagelines { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stack-exchange { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-arrow-circle-o-right { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-arrow-circle-o-right:before { + content: "\f35a"; } + +.fa.fa-arrow-circle-o-left { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-arrow-circle-o-left:before { + content: "\f359"; } + +.fa.fa-caret-square-o-left { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-caret-square-o-left:before { + content: "\f191"; } + +.fa.fa-toggle-left { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-toggle-left:before { + content: "\f191"; } + +.fa.fa-dot-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-dot-circle-o:before { + content: "\f192"; } + +.fa.fa-vimeo-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-try:before { + content: "\f195"; } + +.fa.fa-turkish-lira:before { + content: "\f195"; } + +.fa.fa-plus-square-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-plus-square-o:before { + content: "\f0fe"; } + +.fa.fa-slack { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wordpress { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-openid { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-institution:before { + content: "\f19c"; } + +.fa.fa-bank:before { + content: "\f19c"; } + +.fa.fa-mortar-board:before { + content: "\f19d"; } + +.fa.fa-yahoo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-reddit { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-reddit-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stumbleupon-circle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-stumbleupon { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-delicious { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-digg { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pied-piper-pp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pied-piper-alt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-drupal { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-joomla { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-spoon:before { + content: "\f2e5"; } + +.fa.fa-behance { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-behance-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-steam { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-steam-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-automobile:before { + content: "\f1b9"; } + +.fa.fa-cab:before { + content: "\f1ba"; } + +.fa.fa-envelope-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-envelope-o:before { + content: "\f0e0"; } + +.fa.fa-deviantart { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-soundcloud { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-file-pdf-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-pdf-o:before { + content: "\f1c1"; } + +.fa.fa-file-word-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-word-o:before { + content: "\f1c2"; } + +.fa.fa-file-excel-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-excel-o:before { + content: "\f1c3"; } + +.fa.fa-file-powerpoint-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-powerpoint-o:before { + content: "\f1c4"; } + +.fa.fa-file-image-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-image-o:before { + content: "\f1c5"; } + +.fa.fa-file-photo-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-photo-o:before { + content: "\f1c5"; } + +.fa.fa-file-picture-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-picture-o:before { + content: "\f1c5"; } + +.fa.fa-file-archive-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-archive-o:before { + content: "\f1c6"; } + +.fa.fa-file-zip-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-zip-o:before { + content: "\f1c6"; } + +.fa.fa-file-audio-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-audio-o:before { + content: "\f1c7"; } + +.fa.fa-file-sound-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-sound-o:before { + content: "\f1c7"; } + +.fa.fa-file-video-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-video-o:before { + content: "\f1c8"; } + +.fa.fa-file-movie-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-movie-o:before { + content: "\f1c8"; } + +.fa.fa-file-code-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-file-code-o:before { + content: "\f1c9"; } + +.fa.fa-vine { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-codepen { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-jsfiddle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-life-ring { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-bouy { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-bouy:before { + content: "\f1cd"; } + +.fa.fa-life-buoy { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-buoy:before { + content: "\f1cd"; } + +.fa.fa-life-saver { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-life-saver:before { + content: "\f1cd"; } + +.fa.fa-support { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-support:before { + content: "\f1cd"; } + +.fa.fa-circle-o-notch:before { + content: "\f1ce"; } + +.fa.fa-rebel { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ra { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ra:before { + content: "\f1d0"; } + +.fa.fa-resistance { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-resistance:before { + content: "\f1d0"; } + +.fa.fa-empire { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ge { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ge:before { + content: "\f1d1"; } + +.fa.fa-git-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-git { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-hacker-news { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-y-combinator-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-y-combinator-square:before { + content: "\f1d4"; } + +.fa.fa-yc-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yc-square:before { + content: "\f1d4"; } + +.fa.fa-tencent-weibo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-qq { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-weixin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wechat { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wechat:before { + content: "\f1d7"; } + +.fa.fa-send:before { + content: "\f1d8"; } + +.fa.fa-paper-plane-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-paper-plane-o:before { + content: "\f1d8"; } + +.fa.fa-send-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-send-o:before { + content: "\f1d8"; } + +.fa.fa-circle-thin { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-circle-thin:before { + content: "\f111"; } + +.fa.fa-header:before { + content: "\f1dc"; } + +.fa.fa-sliders:before { + content: "\f1de"; } + +.fa.fa-futbol-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-futbol-o:before { + content: "\f1e3"; } + +.fa.fa-soccer-ball-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-soccer-ball-o:before { + content: "\f1e3"; } + +.fa.fa-slideshare { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-twitch { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yelp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-newspaper-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-newspaper-o:before { + content: "\f1ea"; } + +.fa.fa-paypal { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-wallet { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-visa { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-mastercard { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-discover { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-amex { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-paypal { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-stripe { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bell-slash-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-bell-slash-o:before { + content: "\f1f6"; } + +.fa.fa-trash:before { + content: "\f2ed"; } + +.fa.fa-copyright { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-eyedropper:before { + content: "\f1fb"; } + +.fa.fa-area-chart:before { + content: "\f1fe"; } + +.fa.fa-pie-chart:before { + content: "\f200"; } + +.fa.fa-line-chart:before { + content: "\f201"; } + +.fa.fa-lastfm { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-lastfm-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ioxhost { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-angellist { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-cc:before { + content: "\f20a"; } + +.fa.fa-ils:before { + content: "\f20b"; } + +.fa.fa-shekel:before { + content: "\f20b"; } + +.fa.fa-sheqel:before { + content: "\f20b"; } + +.fa.fa-meanpath { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-meanpath:before { + content: "\f2b4"; } + +.fa.fa-buysellads { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-connectdevelop { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-dashcube { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-forumbee { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-leanpub { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-sellsy { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-shirtsinbulk { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-simplybuilt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-skyatlas { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-diamond { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-diamond:before { + content: "\f3a5"; } + +.fa.fa-intersex:before { + content: "\f224"; } + +.fa.fa-facebook-official { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-facebook-official:before { + content: "\f09a"; } + +.fa.fa-pinterest-p { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-whatsapp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-hotel:before { + content: "\f236"; } + +.fa.fa-viacoin { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-medium { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-y-combinator { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yc { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yc:before { + content: "\f23b"; } + +.fa.fa-optin-monster { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-opencart { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-expeditedssl { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-battery-4:before { + content: "\f240"; } + +.fa.fa-battery:before { + content: "\f240"; } + +.fa.fa-battery-3:before { + content: "\f241"; } + +.fa.fa-battery-2:before { + content: "\f242"; } + +.fa.fa-battery-1:before { + content: "\f243"; } + +.fa.fa-battery-0:before { + content: "\f244"; } + +.fa.fa-object-group { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-object-ungroup { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-sticky-note-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-sticky-note-o:before { + content: "\f249"; } + +.fa.fa-cc-jcb { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-cc-diners-club { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-clone { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hourglass-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hourglass-o:before { + content: "\f254"; } + +.fa.fa-hourglass-1:before { + content: "\f251"; } + +.fa.fa-hourglass-2:before { + content: "\f252"; } + +.fa.fa-hourglass-3:before { + content: "\f253"; } + +.fa.fa-hand-rock-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-rock-o:before { + content: "\f255"; } + +.fa.fa-hand-grab-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-grab-o:before { + content: "\f255"; } + +.fa.fa-hand-paper-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-paper-o:before { + content: "\f256"; } + +.fa.fa-hand-stop-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-stop-o:before { + content: "\f256"; } + +.fa.fa-hand-scissors-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-scissors-o:before { + content: "\f257"; } + +.fa.fa-hand-lizard-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-lizard-o:before { + content: "\f258"; } + +.fa.fa-hand-spock-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-spock-o:before { + content: "\f259"; } + +.fa.fa-hand-pointer-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-pointer-o:before { + content: "\f25a"; } + +.fa.fa-hand-peace-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-hand-peace-o:before { + content: "\f25b"; } + +.fa.fa-registered { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-creative-commons { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gg { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gg-circle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-tripadvisor { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-odnoklassniki { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-odnoklassniki-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-get-pocket { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wikipedia-w { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-safari { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-chrome { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-firefox { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-opera { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-internet-explorer { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-television:before { + content: "\f26c"; } + +.fa.fa-contao { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-500px { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-amazon { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-calendar-plus-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-plus-o:before { + content: "\f271"; } + +.fa.fa-calendar-minus-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-minus-o:before { + content: "\f272"; } + +.fa.fa-calendar-times-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-times-o:before { + content: "\f273"; } + +.fa.fa-calendar-check-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-calendar-check-o:before { + content: "\f274"; } + +.fa.fa-map-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-map-o:before { + content: "\f279"; } + +.fa.fa-commenting { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-commenting:before { + content: "\f4ad"; } + +.fa.fa-commenting-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-commenting-o:before { + content: "\f4ad"; } + +.fa.fa-houzz { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-vimeo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-vimeo:before { + content: "\f27d"; } + +.fa.fa-black-tie { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fonticons { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-reddit-alien { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-edge { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-credit-card-alt:before { + content: "\f09d"; } + +.fa.fa-codiepie { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-modx { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fort-awesome { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-usb { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-product-hunt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-mixcloud { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-scribd { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pause-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-pause-circle-o:before { + content: "\f28b"; } + +.fa.fa-stop-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-stop-circle-o:before { + content: "\f28d"; } + +.fa.fa-bluetooth { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-bluetooth-b { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-gitlab { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wpbeginner { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wpforms { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-envira { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wheelchair-alt { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wheelchair-alt:before { + content: "\f368"; } + +.fa.fa-question-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-question-circle-o:before { + content: "\f059"; } + +.fa.fa-volume-control-phone:before { + content: "\f2a0"; } + +.fa.fa-asl-interpreting:before { + content: "\f2a3"; } + +.fa.fa-deafness:before { + content: "\f2a4"; } + +.fa.fa-hard-of-hearing:before { + content: "\f2a4"; } + +.fa.fa-glide { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-glide-g { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-signing:before { + content: "\f2a7"; } + +.fa.fa-viadeo { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-viadeo-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-snapchat { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-snapchat-ghost { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-snapchat-square { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-pied-piper { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-first-order { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-yoast { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-themeisle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-official { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-official:before { + content: "\f2b3"; } + +.fa.fa-google-plus-circle { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-google-plus-circle:before { + content: "\f2b3"; } + +.fa.fa-font-awesome { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fa { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-fa:before { + content: "\f2b4"; } + +.fa.fa-handshake-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-handshake-o:before { + content: "\f2b5"; } + +.fa.fa-envelope-open-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-envelope-open-o:before { + content: "\f2b6"; } + +.fa.fa-linode { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-address-book-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-address-book-o:before { + content: "\f2b9"; } + +.fa.fa-vcard:before { + content: "\f2bb"; } + +.fa.fa-address-card-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-address-card-o:before { + content: "\f2bb"; } + +.fa.fa-vcard-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-vcard-o:before { + content: "\f2bb"; } + +.fa.fa-user-circle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-user-circle-o:before { + content: "\f2bd"; } + +.fa.fa-user-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-user-o:before { + content: "\f007"; } + +.fa.fa-id-badge { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-drivers-license:before { + content: "\f2c2"; } + +.fa.fa-id-card-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-id-card-o:before { + content: "\f2c2"; } + +.fa.fa-drivers-license-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-drivers-license-o:before { + content: "\f2c2"; } + +.fa.fa-quora { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-free-code-camp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-telegram { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-thermometer-4:before { + content: "\f2c7"; } + +.fa.fa-thermometer:before { + content: "\f2c7"; } + +.fa.fa-thermometer-3:before { + content: "\f2c8"; } + +.fa.fa-thermometer-2:before { + content: "\f2c9"; } + +.fa.fa-thermometer-1:before { + content: "\f2ca"; } + +.fa.fa-thermometer-0:before { + content: "\f2cb"; } + +.fa.fa-bathtub:before { + content: "\f2cd"; } + +.fa.fa-s15:before { + content: "\f2cd"; } + +.fa.fa-window-maximize { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-window-restore { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-times-rectangle:before { + content: "\f410"; } + +.fa.fa-window-close-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-window-close-o:before { + content: "\f410"; } + +.fa.fa-times-rectangle-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-times-rectangle-o:before { + content: "\f410"; } + +.fa.fa-bandcamp { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-grav { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-etsy { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-imdb { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-ravelry { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-eercast { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-eercast:before { + content: "\f2da"; } + +.fa.fa-snowflake-o { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; } + +.fa.fa-snowflake-o:before { + content: "\f2dc"; } + +.fa.fa-superpowers { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-wpexplorer { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } + +.fa.fa-spotify { + font-family: 'Font Awesome 5 Brands'; + font-weight: 400; } diff --git a/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot b/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot new file mode 100644 index 0000000..f8e4818 Binary files /dev/null and b/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot differ diff --git a/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg b/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg new file mode 100644 index 0000000..68eb65a --- /dev/null +++ b/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg @@ -0,0 +1,1127 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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b/site_libs/htmlwidgets-1.5.4/htmlwidgets.js new file mode 100644 index 0000000..da8b236 --- /dev/null +++ b/site_libs/htmlwidgets-1.5.4/htmlwidgets.js @@ -0,0 +1,903 @@ +(function() { + // If window.HTMLWidgets is already defined, then use it; otherwise create a + // new object. This allows preceding code to set options that affect the + // initialization process (though none currently exist). + window.HTMLWidgets = window.HTMLWidgets || {}; + + // See if we're running in a viewer pane. If not, we're in a web browser. + var viewerMode = window.HTMLWidgets.viewerMode = + /\bviewer_pane=1\b/.test(window.location); + + // See if we're running in Shiny mode. If not, it's a static document. + // Note that static widgets can appear in both Shiny and static modes, but + // obviously, Shiny widgets can only appear in Shiny apps/documents. + var shinyMode = window.HTMLWidgets.shinyMode = + typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings; + + // We can't count on jQuery being available, so we implement our own + // version if necessary. + function querySelectorAll(scope, selector) { + if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) { + return scope.find(selector); + } + if (scope.querySelectorAll) { + return scope.querySelectorAll(selector); + } + } + + function asArray(value) { + if (value === null) + return []; + if ($.isArray(value)) + return value; + return [value]; + } + + // Implement jQuery's extend + function extend(target /*, ... */) { + if (arguments.length == 1) { + return target; + } + for (var i = 1; i < arguments.length; i++) { + var source = arguments[i]; + for (var prop in source) { + if (source.hasOwnProperty(prop)) { + target[prop] = source[prop]; + } + } + } + return target; + } + + // IE8 doesn't support Array.forEach. + function forEach(values, callback, thisArg) { + if (values.forEach) { + values.forEach(callback, thisArg); + } else { + for (var i = 0; i < values.length; i++) { + callback.call(thisArg, values[i], i, values); + } + } + } + + // Replaces the specified method with the return value of funcSource. + // + // Note that funcSource should not BE the new method, it should be a function + // that RETURNS the new method. funcSource receives a single argument that is + // the overridden method, it can be called from the new method. The overridden + // method can be called like a regular function, it has the target permanently + // bound to it so "this" will work correctly. + function overrideMethod(target, methodName, funcSource) { + var superFunc = target[methodName] || function() {}; + var superFuncBound = function() { + return superFunc.apply(target, arguments); + }; + target[methodName] = funcSource(superFuncBound); + } + + // Add a method to delegator that, when invoked, calls + // delegatee.methodName. If there is no such method on + // the delegatee, but there was one on delegator before + // delegateMethod was called, then the original version + // is invoked instead. + // For example: + // + // var a = { + // method1: function() { console.log('a1'); } + // method2: function() { console.log('a2'); } + // }; + // var b = { + // method1: function() { console.log('b1'); } + // }; + // delegateMethod(a, b, "method1"); + // delegateMethod(a, b, "method2"); + // a.method1(); + // a.method2(); + // + // The output would be "b1", "a2". + function delegateMethod(delegator, delegatee, methodName) { + var inherited = delegator[methodName]; + delegator[methodName] = function() { + var target = delegatee; + var method = delegatee[methodName]; + + // The method doesn't exist on the delegatee. Instead, + // call the method on the delegator, if it exists. + if (!method) { + target = delegator; + method = inherited; + } + + if (method) { + return method.apply(target, arguments); + } + }; + } + + // Implement a vague facsimilie of jQuery's data method + function elementData(el, name, value) { + if (arguments.length == 2) { + return el["htmlwidget_data_" + name]; + } else if (arguments.length == 3) { + el["htmlwidget_data_" + name] = value; + return el; + } else { + throw new Error("Wrong number of arguments for elementData: " + + arguments.length); + } + } + + // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex + function escapeRegExp(str) { + return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&"); + } + + function hasClass(el, className) { + var re = new RegExp("\\b" + escapeRegExp(className) + "\\b"); + return re.test(el.className); + } + + // elements - array (or array-like object) of HTML elements + // className - class name to test for + // include - if true, only return elements with given className; + // if false, only return elements *without* given className + function filterByClass(elements, className, include) { + var results = []; + for (var i = 0; i < elements.length; i++) { + if (hasClass(elements[i], className) == include) + results.push(elements[i]); + } + return results; + } + + function on(obj, eventName, func) { + if (obj.addEventListener) { + obj.addEventListener(eventName, func, false); + } else if (obj.attachEvent) { + obj.attachEvent(eventName, func); + } + } + + function off(obj, eventName, func) { + if (obj.removeEventListener) + obj.removeEventListener(eventName, func, false); + else if (obj.detachEvent) { + obj.detachEvent(eventName, func); + } + } + + // Translate array of values to top/right/bottom/left, as usual with + // the "padding" CSS property + // https://developer.mozilla.org/en-US/docs/Web/CSS/padding + function unpackPadding(value) { + if (typeof(value) === "number") + value = [value]; + if (value.length === 1) { + return {top: value[0], right: value[0], bottom: value[0], left: value[0]}; + } + if (value.length === 2) { + return {top: value[0], right: value[1], bottom: value[0], left: value[1]}; + } + if (value.length === 3) { + return {top: value[0], right: value[1], bottom: value[2], left: value[1]}; + } + if (value.length === 4) { + return {top: value[0], right: value[1], bottom: value[2], left: value[3]}; + } + } + + // Convert an unpacked padding object to a CSS value + function paddingToCss(paddingObj) { + return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px"; + } + + // Makes a number suitable for CSS + function px(x) { + if (typeof(x) === "number") + return x + "px"; + else + return x; + } + + // Retrieves runtime widget sizing information for an element. + // The return value is either null, or an object with fill, padding, + // defaultWidth, defaultHeight fields. + function sizingPolicy(el) { + var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']"); + if (!sizingEl) + return null; + var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}"); + if (viewerMode) { + return sp.viewer; + } else { + return sp.browser; + } + } + + // @param tasks Array of strings (or falsy value, in which case no-op). + // Each element must be a valid JavaScript expression that yields a + // function. Or, can be an array of objects with "code" and "data" + // properties; in this case, the "code" property should be a string + // of JS that's an expr that yields a function, and "data" should be + // an object that will be added as an additional argument when that + // function is called. + // @param target The object that will be "this" for each function + // execution. + // @param args Array of arguments to be passed to the functions. (The + // same arguments will be passed to all functions.) + function evalAndRun(tasks, target, args) { + if (tasks) { + forEach(tasks, function(task) { + var theseArgs = args; + if (typeof(task) === "object") { + theseArgs = theseArgs.concat([task.data]); + task = task.code; + } + var taskFunc = tryEval(task); + if (typeof(taskFunc) !== "function") { + throw new Error("Task must be a function! Source:\n" + task); + } + taskFunc.apply(target, theseArgs); + }); + } + } + + // Attempt eval() both with and without enclosing in parentheses. + // Note that enclosing coerces a function declaration into + // an expression that eval() can parse + // (otherwise, a SyntaxError is thrown) + function tryEval(code) { + var result = null; + try { + result = eval("(" + code + ")"); + } catch(error) { + if (!(error instanceof SyntaxError)) { + throw error; + } + try { + result = eval(code); + } catch(e) { + if (e instanceof SyntaxError) { + throw error; + } else { + throw e; + } + } + } + return result; + } + + function initSizing(el) { + var sizing = sizingPolicy(el); + if (!sizing) + return; + + var cel = document.getElementById("htmlwidget_container"); + if (!cel) + return; + + if (typeof(sizing.padding) !== "undefined") { + document.body.style.margin = "0"; + document.body.style.padding = paddingToCss(unpackPadding(sizing.padding)); + } + + if (sizing.fill) { + document.body.style.overflow = "hidden"; + document.body.style.width = "100%"; + document.body.style.height = "100%"; + document.documentElement.style.width = "100%"; + document.documentElement.style.height = "100%"; + if (cel) { + cel.style.position = "absolute"; + var pad = unpackPadding(sizing.padding); + cel.style.top = pad.top + "px"; + cel.style.right = pad.right + "px"; + cel.style.bottom = pad.bottom + "px"; + cel.style.left = pad.left + "px"; + el.style.width = "100%"; + el.style.height = "100%"; + } + + return { + getWidth: function() { return cel.offsetWidth; }, + getHeight: function() { return cel.offsetHeight; } + }; + + } else { + el.style.width = px(sizing.width); + el.style.height = px(sizing.height); + + return { + getWidth: function() { return el.offsetWidth; }, + getHeight: function() { return el.offsetHeight; } + }; + } + } + + // Default implementations for methods + var defaults = { + find: function(scope) { + return querySelectorAll(scope, "." + this.name); + }, + renderError: function(el, err) { + var $el = $(el); + + this.clearError(el); + + // Add all these error classes, as Shiny does + var errClass = "shiny-output-error"; + if (err.type !== null) { + // use the classes of the error condition as CSS class names + errClass = errClass + " " + $.map(asArray(err.type), function(type) { + return errClass + "-" + type; + }).join(" "); + } + errClass = errClass + " htmlwidgets-error"; + + // Is el inline or block? If inline or inline-block, just display:none it + // and add an inline error. + var display = $el.css("display"); + $el.data("restore-display-mode", display); + + if (display === "inline" || display === "inline-block") { + $el.hide(); + if (err.message !== "") { + var errorSpan = $("").addClass(errClass); + errorSpan.text(err.message); + $el.after(errorSpan); + } + } else if (display === "block") { + // If block, add an error just after the el, set visibility:none on the + // el, and position the error to be on top of the el. + // Mark it with a unique ID and CSS class so we can remove it later. + $el.css("visibility", "hidden"); + if (err.message !== "") { + var errorDiv = $("
      ").addClass(errClass).css("position", "absolute") + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + // setting width can push out the page size, forcing otherwise + // unnecessary scrollbars to appear and making it impossible for + // the element to shrink; so use max-width instead + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + errorDiv.text(err.message); + $el.after(errorDiv); + + // Really dumb way to keep the size/position of the error in sync with + // the parent element as the window is resized or whatever. + var intId = setInterval(function() { + if (!errorDiv[0].parentElement) { + clearInterval(intId); + return; + } + errorDiv + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + }, 500); + } + } + }, + clearError: function(el) { + var $el = $(el); + var display = $el.data("restore-display-mode"); + $el.data("restore-display-mode", null); + + if (display === "inline" || display === "inline-block") { + if (display) + $el.css("display", display); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } else if (display === "block"){ + $el.css("visibility", "inherit"); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } + }, + sizing: {} + }; + + // Called by widget bindings to register a new type of widget. The definition + // object can contain the following properties: + // - name (required) - A string indicating the binding name, which will be + // used by default as the CSS classname to look for. + // - initialize (optional) - A function(el) that will be called once per + // widget element; if a value is returned, it will be passed as the third + // value to renderValue. + // - renderValue (required) - A function(el, data, initValue) that will be + // called with data. Static contexts will cause this to be called once per + // element; Shiny apps will cause this to be called multiple times per + // element, as the data changes. + window.HTMLWidgets.widget = function(definition) { + if (!definition.name) { + throw new Error("Widget must have a name"); + } + if (!definition.type) { + throw new Error("Widget must have a type"); + } + // Currently we only support output widgets + if (definition.type !== "output") { + throw new Error("Unrecognized widget type '" + definition.type + "'"); + } + // TODO: Verify that .name is a valid CSS classname + + // Support new-style instance-bound definitions. Old-style class-bound + // definitions have one widget "object" per widget per type/class of + // widget; the renderValue and resize methods on such widget objects + // take el and instance arguments, because the widget object can't + // store them. New-style instance-bound definitions have one widget + // object per widget instance; the definition that's passed in doesn't + // provide renderValue or resize methods at all, just the single method + // factory(el, width, height) + // which returns an object that has renderValue(x) and resize(w, h). + // This enables a far more natural programming style for the widget + // author, who can store per-instance state using either OO-style + // instance fields or functional-style closure variables (I guess this + // is in contrast to what can only be called C-style pseudo-OO which is + // what we required before). + if (definition.factory) { + definition = createLegacyDefinitionAdapter(definition); + } + + if (!definition.renderValue) { + throw new Error("Widget must have a renderValue function"); + } + + // For static rendering (non-Shiny), use a simple widget registration + // scheme. We also use this scheme for Shiny apps/documents that also + // contain static widgets. + window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || []; + // Merge defaults into the definition; don't mutate the original definition. + var staticBinding = extend({}, defaults, definition); + overrideMethod(staticBinding, "find", function(superfunc) { + return function(scope) { + var results = superfunc(scope); + // Filter out Shiny outputs, we only want the static kind + return filterByClass(results, "html-widget-output", false); + }; + }); + window.HTMLWidgets.widgets.push(staticBinding); + + if (shinyMode) { + // Shiny is running. Register the definition with an output binding. + // The definition itself will not be the output binding, instead + // we will make an output binding object that delegates to the + // definition. This is because we foolishly used the same method + // name (renderValue) for htmlwidgets definition and Shiny bindings + // but they actually have quite different semantics (the Shiny + // bindings receive data that includes lots of metadata that it + // strips off before calling htmlwidgets renderValue). We can't + // just ignore the difference because in some widgets it's helpful + // to call this.renderValue() from inside of resize(), and if + // we're not delegating, then that call will go to the Shiny + // version instead of the htmlwidgets version. + + // Merge defaults with definition, without mutating either. + var bindingDef = extend({}, defaults, definition); + + // This object will be our actual Shiny binding. + var shinyBinding = new Shiny.OutputBinding(); + + // With a few exceptions, we'll want to simply use the bindingDef's + // version of methods if they are available, otherwise fall back to + // Shiny's defaults. NOTE: If Shiny's output bindings gain additional + // methods in the future, and we want them to be overrideable by + // HTMLWidget binding definitions, then we'll need to add them to this + // list. + delegateMethod(shinyBinding, bindingDef, "getId"); + delegateMethod(shinyBinding, bindingDef, "onValueChange"); + delegateMethod(shinyBinding, bindingDef, "onValueError"); + delegateMethod(shinyBinding, bindingDef, "renderError"); + delegateMethod(shinyBinding, bindingDef, "clearError"); + delegateMethod(shinyBinding, bindingDef, "showProgress"); + + // The find, renderValue, and resize are handled differently, because we + // want to actually decorate the behavior of the bindingDef methods. + + shinyBinding.find = function(scope) { + var results = bindingDef.find(scope); + + // Only return elements that are Shiny outputs, not static ones + var dynamicResults = results.filter(".html-widget-output"); + + // It's possible that whatever caused Shiny to think there might be + // new dynamic outputs, also caused there to be new static outputs. + // Since there might be lots of different htmlwidgets bindings, we + // schedule execution for later--no need to staticRender multiple + // times. + if (results.length !== dynamicResults.length) + scheduleStaticRender(); + + return dynamicResults; + }; + + // Wrap renderValue to handle initialization, which unfortunately isn't + // supported natively by Shiny at the time of this writing. + + shinyBinding.renderValue = function(el, data) { + Shiny.renderDependencies(data.deps); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var i = 0; data.evals && i < data.evals.length; i++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]); + } + if (!bindingDef.renderOnNullValue) { + if (data.x === null) { + el.style.visibility = "hidden"; + return; + } else { + el.style.visibility = "inherit"; + } + } + if (!elementData(el, "initialized")) { + initSizing(el); + + elementData(el, "initialized", true); + if (bindingDef.initialize) { + var result = bindingDef.initialize(el, el.offsetWidth, + el.offsetHeight); + elementData(el, "init_result", result); + } + } + bindingDef.renderValue(el, data.x, elementData(el, "init_result")); + evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]); + }; + + // Only override resize if bindingDef implements it + if (bindingDef.resize) { + shinyBinding.resize = function(el, width, height) { + // Shiny can call resize before initialize/renderValue have been + // called, which doesn't make sense for widgets. + if (elementData(el, "initialized")) { + bindingDef.resize(el, width, height, elementData(el, "init_result")); + } + }; + } + + Shiny.outputBindings.register(shinyBinding, bindingDef.name); + } + }; + + var scheduleStaticRenderTimerId = null; + function scheduleStaticRender() { + if (!scheduleStaticRenderTimerId) { + scheduleStaticRenderTimerId = setTimeout(function() { + scheduleStaticRenderTimerId = null; + window.HTMLWidgets.staticRender(); + }, 1); + } + } + + // Render static widgets after the document finishes loading + // Statically render all elements that are of this widget's class + window.HTMLWidgets.staticRender = function() { + var bindings = window.HTMLWidgets.widgets || []; + forEach(bindings, function(binding) { + var matches = binding.find(document.documentElement); + forEach(matches, function(el) { + var sizeObj = initSizing(el, binding); + + if (hasClass(el, "html-widget-static-bound")) + return; + el.className = el.className + " html-widget-static-bound"; + + var initResult; + if (binding.initialize) { + initResult = binding.initialize(el, + sizeObj ? sizeObj.getWidth() : el.offsetWidth, + sizeObj ? sizeObj.getHeight() : el.offsetHeight + ); + elementData(el, "init_result", initResult); + } + + if (binding.resize) { + var lastSize = { + w: sizeObj ? sizeObj.getWidth() : el.offsetWidth, + h: sizeObj ? sizeObj.getHeight() : el.offsetHeight + }; + var resizeHandler = function(e) { + var size = { + w: sizeObj ? sizeObj.getWidth() : el.offsetWidth, + h: sizeObj ? sizeObj.getHeight() : el.offsetHeight + }; + if (size.w === 0 && size.h === 0) + return; + if (size.w === lastSize.w && size.h === lastSize.h) + return; + lastSize = size; + binding.resize(el, size.w, size.h, initResult); + }; + + on(window, "resize", resizeHandler); + + // This is needed for cases where we're running in a Shiny + // app, but the widget itself is not a Shiny output, but + // rather a simple static widget. One example of this is + // an rmarkdown document that has runtime:shiny and widget + // that isn't in a render function. Shiny only knows to + // call resize handlers for Shiny outputs, not for static + // widgets, so we do it ourselves. + if (window.jQuery) { + window.jQuery(document).on( + "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets", + resizeHandler + ); + window.jQuery(document).on( + "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets", + resizeHandler + ); + } + + // This is needed for the specific case of ioslides, which + // flips slides between display:none and display:block. + // Ideally we would not have to have ioslide-specific code + // here, but rather have ioslides raise a generic event, + // but the rmarkdown package just went to CRAN so the + // window to getting that fixed may be long. + if (window.addEventListener) { + // It's OK to limit this to window.addEventListener + // browsers because ioslides itself only supports + // such browsers. + on(document, "slideenter", resizeHandler); + on(document, "slideleave", resizeHandler); + } + } + + var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']"); + if (scriptData) { + var data = JSON.parse(scriptData.textContent || scriptData.text); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var k = 0; data.evals && k < data.evals.length; k++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]); + } + binding.renderValue(el, data.x, initResult); + evalAndRun(data.jsHooks.render, initResult, [el, data.x]); + } + }); + }); + + invokePostRenderHandlers(); + } + + + function has_jQuery3() { + if (!window.jQuery) { + return false; + } + var $version = window.jQuery.fn.jquery; + var $major_version = parseInt($version.split(".")[0]); + return $major_version >= 3; + } + + /* + / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's + / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now + / really means $(setTimeout(fn)). + / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous + / + / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny + / one tick later than it did before, which means staticRender() is + / called renderValue() earlier than (advanced) widget authors might be expecting. + / https://github.com/rstudio/shiny/issues/2630 + / + / For a concrete example, leaflet has some methods (e.g., updateBounds) + / which reference Shiny methods registered in initShiny (e.g., setInputValue). + / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to + / delay execution of those methods (until Shiny methods are ready) + / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268 + / + / Ideally widget authors wouldn't need to use this setTimeout() hack that + / leaflet uses to call Shiny methods on a staticRender(). In the long run, + / the logic initShiny should be broken up so that method registration happens + / right away, but binding happens later. + */ + function maybeStaticRenderLater() { + if (shinyMode && has_jQuery3()) { + window.jQuery(window.HTMLWidgets.staticRender); + } else { + window.HTMLWidgets.staticRender(); + } + } + + if (document.addEventListener) { + document.addEventListener("DOMContentLoaded", function() { + document.removeEventListener("DOMContentLoaded", arguments.callee, false); + maybeStaticRenderLater(); + }, false); + } else if (document.attachEvent) { + document.attachEvent("onreadystatechange", function() { + if (document.readyState === "complete") { + document.detachEvent("onreadystatechange", arguments.callee); + maybeStaticRenderLater(); + } + }); + } + + + window.HTMLWidgets.getAttachmentUrl = function(depname, key) { + // If no key, default to the first item + if (typeof(key) === "undefined") + key = 1; + + var link = document.getElementById(depname + "-" + key + "-attachment"); + if (!link) { + throw new Error("Attachment " + depname + "/" + key + " not found in document"); + } + return link.getAttribute("href"); + }; + + window.HTMLWidgets.dataframeToD3 = function(df) { + var names = []; + var length; + for (var name in df) { + if (df.hasOwnProperty(name)) + names.push(name); + if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") { + throw new Error("All fields must be arrays"); + } else if (typeof(length) !== "undefined" && length !== df[name].length) { + throw new Error("All fields must be arrays of the same length"); + } + length = df[name].length; + } + var results = []; + var item; + for (var row = 0; row < length; row++) { + item = {}; + for (var col = 0; col < names.length; col++) { + item[names[col]] = df[names[col]][row]; + } + results.push(item); + } + return results; + }; + + window.HTMLWidgets.transposeArray2D = function(array) { + if (array.length === 0) return array; + var newArray = array[0].map(function(col, i) { + return array.map(function(row) { + return row[i] + }) + }); + return newArray; + }; + // Split value at splitChar, but allow splitChar to be escaped + // using escapeChar. Any other characters escaped by escapeChar + // will be included as usual (including escapeChar itself). + function splitWithEscape(value, splitChar, escapeChar) { + var results = []; + var escapeMode = false; + var currentResult = ""; + for (var pos = 0; pos < value.length; pos++) { + if (!escapeMode) { + if (value[pos] === splitChar) { + results.push(currentResult); + currentResult = ""; + } else if (value[pos] === escapeChar) { + escapeMode = true; + } else { + currentResult += value[pos]; + } + } else { + currentResult += value[pos]; + escapeMode = false; + } + } + if (currentResult !== "") { + results.push(currentResult); + } + return results; + } + // Function authored by Yihui/JJ Allaire + window.HTMLWidgets.evaluateStringMember = function(o, member) { + var parts = splitWithEscape(member, '.', '\\'); + for (var i = 0, l = parts.length; i < l; i++) { + var part = parts[i]; + // part may be a character or 'numeric' member name + if (o !== null && typeof o === "object" && part in o) { + if (i == (l - 1)) { // if we are at the end of the line then evalulate + if (typeof o[part] === "string") + o[part] = tryEval(o[part]); + } else { // otherwise continue to next embedded object + o = o[part]; + } + } + } + }; + + // Retrieve the HTMLWidget instance (i.e. the return value of an + // HTMLWidget binding's initialize() or factory() function) + // associated with an element, or null if none. + window.HTMLWidgets.getInstance = function(el) { + return elementData(el, "init_result"); + }; + + // Finds the first element in the scope that matches the selector, + // and returns the HTMLWidget instance (i.e. the return value of + // an HTMLWidget binding's initialize() or factory() function) + // associated with that element, if any. If no element matches the + // selector, or the first matching element has no HTMLWidget + // instance associated with it, then null is returned. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.find = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var el = scope.querySelector(selector); + if (el === null) { + return null; + } else { + return window.HTMLWidgets.getInstance(el); + } + }; + + // Finds all elements in the scope that match the selector, and + // returns the HTMLWidget instances (i.e. the return values of + // an HTMLWidget binding's initialize() or factory() function) + // associated with the elements, in an array. If elements that + // match the selector don't have an associated HTMLWidget + // instance, the returned array will contain nulls. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.findAll = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var nodes = scope.querySelectorAll(selector); + var results = []; + for (var i = 0; i < nodes.length; i++) { + results.push(window.HTMLWidgets.getInstance(nodes[i])); + } + return results; + }; + + var postRenderHandlers = []; + function invokePostRenderHandlers() { + while (postRenderHandlers.length) { + var handler = postRenderHandlers.shift(); + if (handler) { + handler(); + } + } + } + + // Register the given callback function to be invoked after the + // next time static widgets are rendered. + window.HTMLWidgets.addPostRenderHandler = function(callback) { + postRenderHandlers.push(callback); + }; + + // Takes a new-style instance-bound definition, and returns an + // old-style class-bound definition. This saves us from having + // to rewrite all the logic in this file to accomodate both + // types of definitions. + function createLegacyDefinitionAdapter(defn) { + var result = { + name: defn.name, + type: defn.type, + initialize: function(el, width, height) { + return defn.factory(el, width, height); + }, + renderValue: function(el, x, instance) { + return instance.renderValue(x); + }, + resize: function(el, width, height, instance) { + return instance.resize(width, height); + } + }; + + if (defn.find) + result.find = defn.find; + if (defn.renderError) + result.renderError = defn.renderError; + if (defn.clearError) + result.clearError = defn.clearError; + + return result; + } +})(); + diff --git a/site_libs/htmlwidgets-1.6.2/htmlwidgets.js b/site_libs/htmlwidgets-1.6.2/htmlwidgets.js new file mode 100644 index 0000000..1067d02 --- /dev/null +++ b/site_libs/htmlwidgets-1.6.2/htmlwidgets.js @@ -0,0 +1,901 @@ +(function() { + // If window.HTMLWidgets is already defined, then use it; otherwise create a + // new object. This allows preceding code to set options that affect the + // initialization process (though none currently exist). + window.HTMLWidgets = window.HTMLWidgets || {}; + + // See if we're running in a viewer pane. If not, we're in a web browser. + var viewerMode = window.HTMLWidgets.viewerMode = + /\bviewer_pane=1\b/.test(window.location); + + // See if we're running in Shiny mode. If not, it's a static document. + // Note that static widgets can appear in both Shiny and static modes, but + // obviously, Shiny widgets can only appear in Shiny apps/documents. + var shinyMode = window.HTMLWidgets.shinyMode = + typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings; + + // We can't count on jQuery being available, so we implement our own + // version if necessary. + function querySelectorAll(scope, selector) { + if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) { + return scope.find(selector); + } + if (scope.querySelectorAll) { + return scope.querySelectorAll(selector); + } + } + + function asArray(value) { + if (value === null) + return []; + if ($.isArray(value)) + return value; + return [value]; + } + + // Implement jQuery's extend + function extend(target /*, ... */) { + if (arguments.length == 1) { + return target; + } + for (var i = 1; i < arguments.length; i++) { + var source = arguments[i]; + for (var prop in source) { + if (source.hasOwnProperty(prop)) { + target[prop] = source[prop]; + } + } + } + return target; + } + + // IE8 doesn't support Array.forEach. + function forEach(values, callback, thisArg) { + if (values.forEach) { + values.forEach(callback, thisArg); + } else { + for (var i = 0; i < values.length; i++) { + callback.call(thisArg, values[i], i, values); + } + } + } + + // Replaces the specified method with the return value of funcSource. + // + // Note that funcSource should not BE the new method, it should be a function + // that RETURNS the new method. funcSource receives a single argument that is + // the overridden method, it can be called from the new method. The overridden + // method can be called like a regular function, it has the target permanently + // bound to it so "this" will work correctly. + function overrideMethod(target, methodName, funcSource) { + var superFunc = target[methodName] || function() {}; + var superFuncBound = function() { + return superFunc.apply(target, arguments); + }; + target[methodName] = funcSource(superFuncBound); + } + + // Add a method to delegator that, when invoked, calls + // delegatee.methodName. If there is no such method on + // the delegatee, but there was one on delegator before + // delegateMethod was called, then the original version + // is invoked instead. + // For example: + // + // var a = { + // method1: function() { console.log('a1'); } + // method2: function() { console.log('a2'); } + // }; + // var b = { + // method1: function() { console.log('b1'); } + // }; + // delegateMethod(a, b, "method1"); + // delegateMethod(a, b, "method2"); + // a.method1(); + // a.method2(); + // + // The output would be "b1", "a2". + function delegateMethod(delegator, delegatee, methodName) { + var inherited = delegator[methodName]; + delegator[methodName] = function() { + var target = delegatee; + var method = delegatee[methodName]; + + // The method doesn't exist on the delegatee. Instead, + // call the method on the delegator, if it exists. + if (!method) { + target = delegator; + method = inherited; + } + + if (method) { + return method.apply(target, arguments); + } + }; + } + + // Implement a vague facsimilie of jQuery's data method + function elementData(el, name, value) { + if (arguments.length == 2) { + return el["htmlwidget_data_" + name]; + } else if (arguments.length == 3) { + el["htmlwidget_data_" + name] = value; + return el; + } else { + throw new Error("Wrong number of arguments for elementData: " + + arguments.length); + } + } + + // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex + function escapeRegExp(str) { + return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&"); + } + + function hasClass(el, className) { + var re = new RegExp("\\b" + escapeRegExp(className) + "\\b"); + return re.test(el.className); + } + + // elements - array (or array-like object) of HTML elements + // className - class name to test for + // include - if true, only return elements with given className; + // if false, only return elements *without* given className + function filterByClass(elements, className, include) { + var results = []; + for (var i = 0; i < elements.length; i++) { + if (hasClass(elements[i], className) == include) + results.push(elements[i]); + } + return results; + } + + function on(obj, eventName, func) { + if (obj.addEventListener) { + obj.addEventListener(eventName, func, false); + } else if (obj.attachEvent) { + obj.attachEvent(eventName, func); + } + } + + function off(obj, eventName, func) { + if (obj.removeEventListener) + obj.removeEventListener(eventName, func, false); + else if (obj.detachEvent) { + obj.detachEvent(eventName, func); + } + } + + // Translate array of values to top/right/bottom/left, as usual with + // the "padding" CSS property + // https://developer.mozilla.org/en-US/docs/Web/CSS/padding + function unpackPadding(value) { + if (typeof(value) === "number") + value = [value]; + if (value.length === 1) { + return {top: value[0], right: value[0], bottom: value[0], left: value[0]}; + } + if (value.length === 2) { + return {top: value[0], right: value[1], bottom: value[0], left: value[1]}; + } + if (value.length === 3) { + return {top: value[0], right: value[1], bottom: value[2], left: value[1]}; + } + if (value.length === 4) { + return {top: value[0], right: value[1], bottom: value[2], left: value[3]}; + } + } + + // Convert an unpacked padding object to a CSS value + function paddingToCss(paddingObj) { + return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px"; + } + + // Makes a number suitable for CSS + function px(x) { + if (typeof(x) === "number") + return x + "px"; + else + return x; + } + + // Retrieves runtime widget sizing information for an element. + // The return value is either null, or an object with fill, padding, + // defaultWidth, defaultHeight fields. + function sizingPolicy(el) { + var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']"); + if (!sizingEl) + return null; + var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}"); + if (viewerMode) { + return sp.viewer; + } else { + return sp.browser; + } + } + + // @param tasks Array of strings (or falsy value, in which case no-op). + // Each element must be a valid JavaScript expression that yields a + // function. Or, can be an array of objects with "code" and "data" + // properties; in this case, the "code" property should be a string + // of JS that's an expr that yields a function, and "data" should be + // an object that will be added as an additional argument when that + // function is called. + // @param target The object that will be "this" for each function + // execution. + // @param args Array of arguments to be passed to the functions. (The + // same arguments will be passed to all functions.) + function evalAndRun(tasks, target, args) { + if (tasks) { + forEach(tasks, function(task) { + var theseArgs = args; + if (typeof(task) === "object") { + theseArgs = theseArgs.concat([task.data]); + task = task.code; + } + var taskFunc = tryEval(task); + if (typeof(taskFunc) !== "function") { + throw new Error("Task must be a function! Source:\n" + task); + } + taskFunc.apply(target, theseArgs); + }); + } + } + + // Attempt eval() both with and without enclosing in parentheses. + // Note that enclosing coerces a function declaration into + // an expression that eval() can parse + // (otherwise, a SyntaxError is thrown) + function tryEval(code) { + var result = null; + try { + result = eval("(" + code + ")"); + } catch(error) { + if (!(error instanceof SyntaxError)) { + throw error; + } + try { + result = eval(code); + } catch(e) { + if (e instanceof SyntaxError) { + throw error; + } else { + throw e; + } + } + } + return result; + } + + function initSizing(el) { + var sizing = sizingPolicy(el); + if (!sizing) + return; + + var cel = document.getElementById("htmlwidget_container"); + if (!cel) + return; + + if (typeof(sizing.padding) !== "undefined") { + document.body.style.margin = "0"; + document.body.style.padding = paddingToCss(unpackPadding(sizing.padding)); + } + + if (sizing.fill) { + document.body.style.overflow = "hidden"; + document.body.style.width = "100%"; + document.body.style.height = "100%"; + document.documentElement.style.width = "100%"; + document.documentElement.style.height = "100%"; + cel.style.position = "absolute"; + var pad = unpackPadding(sizing.padding); + cel.style.top = pad.top + "px"; + cel.style.right = pad.right + "px"; + cel.style.bottom = pad.bottom + "px"; + cel.style.left = pad.left + "px"; + el.style.width = "100%"; + el.style.height = "100%"; + + return { + getWidth: function() { return cel.getBoundingClientRect().width; }, + getHeight: function() { return cel.getBoundingClientRect().height; } + }; + + } else { + el.style.width = px(sizing.width); + el.style.height = px(sizing.height); + + return { + getWidth: function() { return cel.getBoundingClientRect().width; }, + getHeight: function() { return cel.getBoundingClientRect().height; } + }; + } + } + + // Default implementations for methods + var defaults = { + find: function(scope) { + return querySelectorAll(scope, "." + this.name); + }, + renderError: function(el, err) { + var $el = $(el); + + this.clearError(el); + + // Add all these error classes, as Shiny does + var errClass = "shiny-output-error"; + if (err.type !== null) { + // use the classes of the error condition as CSS class names + errClass = errClass + " " + $.map(asArray(err.type), function(type) { + return errClass + "-" + type; + }).join(" "); + } + errClass = errClass + " htmlwidgets-error"; + + // Is el inline or block? If inline or inline-block, just display:none it + // and add an inline error. + var display = $el.css("display"); + $el.data("restore-display-mode", display); + + if (display === "inline" || display === "inline-block") { + $el.hide(); + if (err.message !== "") { + var errorSpan = $("").addClass(errClass); + errorSpan.text(err.message); + $el.after(errorSpan); + } + } else if (display === "block") { + // If block, add an error just after the el, set visibility:none on the + // el, and position the error to be on top of the el. + // Mark it with a unique ID and CSS class so we can remove it later. + $el.css("visibility", "hidden"); + if (err.message !== "") { + var errorDiv = $("
      ").addClass(errClass).css("position", "absolute") + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + // setting width can push out the page size, forcing otherwise + // unnecessary scrollbars to appear and making it impossible for + // the element to shrink; so use max-width instead + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + errorDiv.text(err.message); + $el.after(errorDiv); + + // Really dumb way to keep the size/position of the error in sync with + // the parent element as the window is resized or whatever. + var intId = setInterval(function() { + if (!errorDiv[0].parentElement) { + clearInterval(intId); + return; + } + errorDiv + .css("top", el.offsetTop) + .css("left", el.offsetLeft) + .css("maxWidth", el.offsetWidth) + .css("height", el.offsetHeight); + }, 500); + } + } + }, + clearError: function(el) { + var $el = $(el); + var display = $el.data("restore-display-mode"); + $el.data("restore-display-mode", null); + + if (display === "inline" || display === "inline-block") { + if (display) + $el.css("display", display); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } else if (display === "block"){ + $el.css("visibility", "inherit"); + $(el.nextSibling).filter(".htmlwidgets-error").remove(); + } + }, + sizing: {} + }; + + // Called by widget bindings to register a new type of widget. The definition + // object can contain the following properties: + // - name (required) - A string indicating the binding name, which will be + // used by default as the CSS classname to look for. + // - initialize (optional) - A function(el) that will be called once per + // widget element; if a value is returned, it will be passed as the third + // value to renderValue. + // - renderValue (required) - A function(el, data, initValue) that will be + // called with data. Static contexts will cause this to be called once per + // element; Shiny apps will cause this to be called multiple times per + // element, as the data changes. + window.HTMLWidgets.widget = function(definition) { + if (!definition.name) { + throw new Error("Widget must have a name"); + } + if (!definition.type) { + throw new Error("Widget must have a type"); + } + // Currently we only support output widgets + if (definition.type !== "output") { + throw new Error("Unrecognized widget type '" + definition.type + "'"); + } + // TODO: Verify that .name is a valid CSS classname + + // Support new-style instance-bound definitions. Old-style class-bound + // definitions have one widget "object" per widget per type/class of + // widget; the renderValue and resize methods on such widget objects + // take el and instance arguments, because the widget object can't + // store them. New-style instance-bound definitions have one widget + // object per widget instance; the definition that's passed in doesn't + // provide renderValue or resize methods at all, just the single method + // factory(el, width, height) + // which returns an object that has renderValue(x) and resize(w, h). + // This enables a far more natural programming style for the widget + // author, who can store per-instance state using either OO-style + // instance fields or functional-style closure variables (I guess this + // is in contrast to what can only be called C-style pseudo-OO which is + // what we required before). + if (definition.factory) { + definition = createLegacyDefinitionAdapter(definition); + } + + if (!definition.renderValue) { + throw new Error("Widget must have a renderValue function"); + } + + // For static rendering (non-Shiny), use a simple widget registration + // scheme. We also use this scheme for Shiny apps/documents that also + // contain static widgets. + window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || []; + // Merge defaults into the definition; don't mutate the original definition. + var staticBinding = extend({}, defaults, definition); + overrideMethod(staticBinding, "find", function(superfunc) { + return function(scope) { + var results = superfunc(scope); + // Filter out Shiny outputs, we only want the static kind + return filterByClass(results, "html-widget-output", false); + }; + }); + window.HTMLWidgets.widgets.push(staticBinding); + + if (shinyMode) { + // Shiny is running. Register the definition with an output binding. + // The definition itself will not be the output binding, instead + // we will make an output binding object that delegates to the + // definition. This is because we foolishly used the same method + // name (renderValue) for htmlwidgets definition and Shiny bindings + // but they actually have quite different semantics (the Shiny + // bindings receive data that includes lots of metadata that it + // strips off before calling htmlwidgets renderValue). We can't + // just ignore the difference because in some widgets it's helpful + // to call this.renderValue() from inside of resize(), and if + // we're not delegating, then that call will go to the Shiny + // version instead of the htmlwidgets version. + + // Merge defaults with definition, without mutating either. + var bindingDef = extend({}, defaults, definition); + + // This object will be our actual Shiny binding. + var shinyBinding = new Shiny.OutputBinding(); + + // With a few exceptions, we'll want to simply use the bindingDef's + // version of methods if they are available, otherwise fall back to + // Shiny's defaults. NOTE: If Shiny's output bindings gain additional + // methods in the future, and we want them to be overrideable by + // HTMLWidget binding definitions, then we'll need to add them to this + // list. + delegateMethod(shinyBinding, bindingDef, "getId"); + delegateMethod(shinyBinding, bindingDef, "onValueChange"); + delegateMethod(shinyBinding, bindingDef, "onValueError"); + delegateMethod(shinyBinding, bindingDef, "renderError"); + delegateMethod(shinyBinding, bindingDef, "clearError"); + delegateMethod(shinyBinding, bindingDef, "showProgress"); + + // The find, renderValue, and resize are handled differently, because we + // want to actually decorate the behavior of the bindingDef methods. + + shinyBinding.find = function(scope) { + var results = bindingDef.find(scope); + + // Only return elements that are Shiny outputs, not static ones + var dynamicResults = results.filter(".html-widget-output"); + + // It's possible that whatever caused Shiny to think there might be + // new dynamic outputs, also caused there to be new static outputs. + // Since there might be lots of different htmlwidgets bindings, we + // schedule execution for later--no need to staticRender multiple + // times. + if (results.length !== dynamicResults.length) + scheduleStaticRender(); + + return dynamicResults; + }; + + // Wrap renderValue to handle initialization, which unfortunately isn't + // supported natively by Shiny at the time of this writing. + + shinyBinding.renderValue = function(el, data) { + Shiny.renderDependencies(data.deps); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var i = 0; data.evals && i < data.evals.length; i++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]); + } + if (!bindingDef.renderOnNullValue) { + if (data.x === null) { + el.style.visibility = "hidden"; + return; + } else { + el.style.visibility = "inherit"; + } + } + if (!elementData(el, "initialized")) { + initSizing(el); + + elementData(el, "initialized", true); + if (bindingDef.initialize) { + var rect = el.getBoundingClientRect(); + var result = bindingDef.initialize(el, rect.width, rect.height); + elementData(el, "init_result", result); + } + } + bindingDef.renderValue(el, data.x, elementData(el, "init_result")); + evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]); + }; + + // Only override resize if bindingDef implements it + if (bindingDef.resize) { + shinyBinding.resize = function(el, width, height) { + // Shiny can call resize before initialize/renderValue have been + // called, which doesn't make sense for widgets. + if (elementData(el, "initialized")) { + bindingDef.resize(el, width, height, elementData(el, "init_result")); + } + }; + } + + Shiny.outputBindings.register(shinyBinding, bindingDef.name); + } + }; + + var scheduleStaticRenderTimerId = null; + function scheduleStaticRender() { + if (!scheduleStaticRenderTimerId) { + scheduleStaticRenderTimerId = setTimeout(function() { + scheduleStaticRenderTimerId = null; + window.HTMLWidgets.staticRender(); + }, 1); + } + } + + // Render static widgets after the document finishes loading + // Statically render all elements that are of this widget's class + window.HTMLWidgets.staticRender = function() { + var bindings = window.HTMLWidgets.widgets || []; + forEach(bindings, function(binding) { + var matches = binding.find(document.documentElement); + forEach(matches, function(el) { + var sizeObj = initSizing(el, binding); + + var getSize = function(el) { + if (sizeObj) { + return {w: sizeObj.getWidth(), h: sizeObj.getHeight()} + } else { + var rect = el.getBoundingClientRect(); + return {w: rect.width, h: rect.height} + } + }; + + if (hasClass(el, "html-widget-static-bound")) + return; + el.className = el.className + " html-widget-static-bound"; + + var initResult; + if (binding.initialize) { + var size = getSize(el); + initResult = binding.initialize(el, size.w, size.h); + elementData(el, "init_result", initResult); + } + + if (binding.resize) { + var lastSize = getSize(el); + var resizeHandler = function(e) { + var size = getSize(el); + if (size.w === 0 && size.h === 0) + return; + if (size.w === lastSize.w && size.h === lastSize.h) + return; + lastSize = size; + binding.resize(el, size.w, size.h, initResult); + }; + + on(window, "resize", resizeHandler); + + // This is needed for cases where we're running in a Shiny + // app, but the widget itself is not a Shiny output, but + // rather a simple static widget. One example of this is + // an rmarkdown document that has runtime:shiny and widget + // that isn't in a render function. Shiny only knows to + // call resize handlers for Shiny outputs, not for static + // widgets, so we do it ourselves. + if (window.jQuery) { + window.jQuery(document).on( + "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets", + resizeHandler + ); + window.jQuery(document).on( + "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets", + resizeHandler + ); + } + + // This is needed for the specific case of ioslides, which + // flips slides between display:none and display:block. + // Ideally we would not have to have ioslide-specific code + // here, but rather have ioslides raise a generic event, + // but the rmarkdown package just went to CRAN so the + // window to getting that fixed may be long. + if (window.addEventListener) { + // It's OK to limit this to window.addEventListener + // browsers because ioslides itself only supports + // such browsers. + on(document, "slideenter", resizeHandler); + on(document, "slideleave", resizeHandler); + } + } + + var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']"); + if (scriptData) { + var data = JSON.parse(scriptData.textContent || scriptData.text); + // Resolve strings marked as javascript literals to objects + if (!(data.evals instanceof Array)) data.evals = [data.evals]; + for (var k = 0; data.evals && k < data.evals.length; k++) { + window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]); + } + binding.renderValue(el, data.x, initResult); + evalAndRun(data.jsHooks.render, initResult, [el, data.x]); + } + }); + }); + + invokePostRenderHandlers(); + } + + + function has_jQuery3() { + if (!window.jQuery) { + return false; + } + var $version = window.jQuery.fn.jquery; + var $major_version = parseInt($version.split(".")[0]); + return $major_version >= 3; + } + + /* + / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's + / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now + / really means $(setTimeout(fn)). + / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous + / + / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny + / one tick later than it did before, which means staticRender() is + / called renderValue() earlier than (advanced) widget authors might be expecting. + / https://github.com/rstudio/shiny/issues/2630 + / + / For a concrete example, leaflet has some methods (e.g., updateBounds) + / which reference Shiny methods registered in initShiny (e.g., setInputValue). + / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to + / delay execution of those methods (until Shiny methods are ready) + / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268 + / + / Ideally widget authors wouldn't need to use this setTimeout() hack that + / leaflet uses to call Shiny methods on a staticRender(). In the long run, + / the logic initShiny should be broken up so that method registration happens + / right away, but binding happens later. + */ + function maybeStaticRenderLater() { + if (shinyMode && has_jQuery3()) { + window.jQuery(window.HTMLWidgets.staticRender); + } else { + window.HTMLWidgets.staticRender(); + } + } + + if (document.addEventListener) { + document.addEventListener("DOMContentLoaded", function() { + document.removeEventListener("DOMContentLoaded", arguments.callee, false); + maybeStaticRenderLater(); + }, false); + } else if (document.attachEvent) { + document.attachEvent("onreadystatechange", function() { + if (document.readyState === "complete") { + document.detachEvent("onreadystatechange", arguments.callee); + maybeStaticRenderLater(); + } + }); + } + + + window.HTMLWidgets.getAttachmentUrl = function(depname, key) { + // If no key, default to the first item + if (typeof(key) === "undefined") + key = 1; + + var link = document.getElementById(depname + "-" + key + "-attachment"); + if (!link) { + throw new Error("Attachment " + depname + "/" + key + " not found in document"); + } + return link.getAttribute("href"); + }; + + window.HTMLWidgets.dataframeToD3 = function(df) { + var names = []; + var length; + for (var name in df) { + if (df.hasOwnProperty(name)) + names.push(name); + if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") { + throw new Error("All fields must be arrays"); + } else if (typeof(length) !== "undefined" && length !== df[name].length) { + throw new Error("All fields must be arrays of the same length"); + } + length = df[name].length; + } + var results = []; + var item; + for (var row = 0; row < length; row++) { + item = {}; + for (var col = 0; col < names.length; col++) { + item[names[col]] = df[names[col]][row]; + } + results.push(item); + } + return results; + }; + + window.HTMLWidgets.transposeArray2D = function(array) { + if (array.length === 0) return array; + var newArray = array[0].map(function(col, i) { + return array.map(function(row) { + return row[i] + }) + }); + return newArray; + }; + // Split value at splitChar, but allow splitChar to be escaped + // using escapeChar. Any other characters escaped by escapeChar + // will be included as usual (including escapeChar itself). + function splitWithEscape(value, splitChar, escapeChar) { + var results = []; + var escapeMode = false; + var currentResult = ""; + for (var pos = 0; pos < value.length; pos++) { + if (!escapeMode) { + if (value[pos] === splitChar) { + results.push(currentResult); + currentResult = ""; + } else if (value[pos] === escapeChar) { + escapeMode = true; + } else { + currentResult += value[pos]; + } + } else { + currentResult += value[pos]; + escapeMode = false; + } + } + if (currentResult !== "") { + results.push(currentResult); + } + return results; + } + // Function authored by Yihui/JJ Allaire + window.HTMLWidgets.evaluateStringMember = function(o, member) { + var parts = splitWithEscape(member, '.', '\\'); + for (var i = 0, l = parts.length; i < l; i++) { + var part = parts[i]; + // part may be a character or 'numeric' member name + if (o !== null && typeof o === "object" && part in o) { + if (i == (l - 1)) { // if we are at the end of the line then evalulate + if (typeof o[part] === "string") + o[part] = tryEval(o[part]); + } else { // otherwise continue to next embedded object + o = o[part]; + } + } + } + }; + + // Retrieve the HTMLWidget instance (i.e. the return value of an + // HTMLWidget binding's initialize() or factory() function) + // associated with an element, or null if none. + window.HTMLWidgets.getInstance = function(el) { + return elementData(el, "init_result"); + }; + + // Finds the first element in the scope that matches the selector, + // and returns the HTMLWidget instance (i.e. the return value of + // an HTMLWidget binding's initialize() or factory() function) + // associated with that element, if any. If no element matches the + // selector, or the first matching element has no HTMLWidget + // instance associated with it, then null is returned. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.find = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var el = scope.querySelector(selector); + if (el === null) { + return null; + } else { + return window.HTMLWidgets.getInstance(el); + } + }; + + // Finds all elements in the scope that match the selector, and + // returns the HTMLWidget instances (i.e. the return values of + // an HTMLWidget binding's initialize() or factory() function) + // associated with the elements, in an array. If elements that + // match the selector don't have an associated HTMLWidget + // instance, the returned array will contain nulls. + // + // The scope argument is optional, and defaults to window.document. + window.HTMLWidgets.findAll = function(scope, selector) { + if (arguments.length == 1) { + selector = scope; + scope = document; + } + + var nodes = scope.querySelectorAll(selector); + var results = []; + for (var i = 0; i < nodes.length; i++) { + results.push(window.HTMLWidgets.getInstance(nodes[i])); + } + return results; + }; + + var postRenderHandlers = []; + function invokePostRenderHandlers() { + while (postRenderHandlers.length) { + var handler = postRenderHandlers.shift(); + if (handler) { + handler(); + } + } + } + + // Register the given callback function to be invoked after the + // next time static widgets are rendered. + window.HTMLWidgets.addPostRenderHandler = function(callback) { + postRenderHandlers.push(callback); + }; + + // Takes a new-style instance-bound definition, and returns an + // old-style class-bound definition. This saves us from having + // to rewrite all the logic in this file to accomodate both + // types of definitions. + function createLegacyDefinitionAdapter(defn) { + var result = { + name: defn.name, + type: defn.type, + initialize: function(el, width, height) { + return defn.factory(el, width, height); + }, + renderValue: function(el, x, instance) { + return instance.renderValue(x); + }, + resize: function(el, width, height, instance) { + return instance.resize(width, height); + } + }; + + if (defn.find) + result.find = defn.find; + if (defn.renderError) + result.renderError = defn.renderError; + if (defn.clearError) + result.clearError = defn.clearError; + + return result; + } +})(); diff --git a/site_libs/quarto-html/anchor.min.js b/site_libs/quarto-html/anchor.min.js new file mode 100644 index 0000000..5ac814d --- /dev/null +++ b/site_libs/quarto-html/anchor.min.js @@ -0,0 +1,9 @@ +// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat +// +// AnchorJS - v5.0.0 - 2023-01-18 +// https://www.bryanbraun.com/anchorjs/ +// Copyright (c) 2023 Bryan Braun; Licensed MIT +// +// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat +!function(A,e){"use strict";"function"==typeof define&&define.amd?define([],e):"object"==typeof module&&module.exports?module.exports=e():(A.AnchorJS=e(),A.anchors=new A.AnchorJS)}(globalThis,function(){"use strict";return function(A){function 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+++ b/site_libs/quarto-html/quarto-syntax-highlighting-dark.css @@ -0,0 +1,189 @@ +/* quarto syntax highlight colors */ +:root { + --quarto-hl-al-color: #f07178; + --quarto-hl-an-color: #d4d0ab; + --quarto-hl-at-color: #00e0e0; + --quarto-hl-bn-color: #d4d0ab; + --quarto-hl-bu-color: #abe338; + --quarto-hl-ch-color: #abe338; + --quarto-hl-co-color: #f8f8f2; + --quarto-hl-cv-color: #ffd700; + --quarto-hl-cn-color: #ffd700; + --quarto-hl-cf-color: #ffa07a; + --quarto-hl-dt-color: #ffa07a; + --quarto-hl-dv-color: #d4d0ab; + --quarto-hl-do-color: #f8f8f2; + --quarto-hl-er-color: #f07178; + --quarto-hl-ex-color: #00e0e0; + --quarto-hl-fl-color: #d4d0ab; + --quarto-hl-fu-color: #ffa07a; + --quarto-hl-im-color: #abe338; + --quarto-hl-in-color: #d4d0ab; + --quarto-hl-kw-color: #ffa07a; + --quarto-hl-op-color: #ffa07a; + --quarto-hl-ot-color: #00e0e0; + --quarto-hl-pp-color: #dcc6e0; + --quarto-hl-re-color: #00e0e0; + --quarto-hl-sc-color: #abe338; + --quarto-hl-ss-color: #abe338; + --quarto-hl-st-color: #abe338; + --quarto-hl-va-color: #00e0e0; + --quarto-hl-vs-color: #abe338; + --quarto-hl-wa-color: #dcc6e0; +} + +/* other quarto variables */ +:root { + --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace; +} + +code span.al { + background-color: #2a0f15; + font-weight: bold; + color: #f07178; +} + +code span.an { + color: #d4d0ab; +} + +code span.at { + color: #00e0e0; +} + +code span.bn { + color: #d4d0ab; +} + +code span.bu { + color: #abe338; +} + +code span.ch { + color: #abe338; +} + +code span.co { + font-style: italic; + color: #f8f8f2; +} + +code span.cv { + color: #ffd700; +} + +code span.cn { + color: #ffd700; +} + +code span.cf { + font-weight: bold; + color: #ffa07a; +} + +code span.dt { + color: #ffa07a; +} + +code span.dv { + color: #d4d0ab; +} + +code span.do { + color: #f8f8f2; +} + +code span.er { + color: #f07178; + text-decoration: underline; +} + +code span.ex { + font-weight: bold; + color: #00e0e0; +} + +code span.fl { + color: #d4d0ab; +} + +code span.fu { + color: #ffa07a; +} + +code span.im { + color: #abe338; +} + +code span.in { + color: #d4d0ab; +} + +code span.kw { + font-weight: bold; + color: #ffa07a; +} + +pre > code.sourceCode > span { + color: #f8f8f2; +} + +code span { + color: #f8f8f2; +} + +code.sourceCode > span { + color: #f8f8f2; +} + +div.sourceCode, +div.sourceCode pre.sourceCode { + color: #f8f8f2; +} + +code span.op { + color: #ffa07a; +} + +code span.ot { + color: #00e0e0; +} + +code span.pp { + color: #dcc6e0; +} + +code span.re { + background-color: #f8f8f2; + color: #00e0e0; +} + +code span.sc { + color: #abe338; +} + +code span.ss { + color: #abe338; +} + +code span.st { + color: #abe338; +} + +code span.va { + color: #00e0e0; +} + +code span.vs { + color: #abe338; +} + +code span.wa { + color: #dcc6e0; +} + +.prevent-inlining { + content: " code.sourceCode > span { + color: #003B4F; +} + +code span { + color: #003B4F; +} + +code.sourceCode > span { + color: #003B4F; +} + +div.sourceCode, +div.sourceCode pre.sourceCode { + color: #003B4F; +} + +code span.ot { + color: #003B4F; + font-style: inherit; +} + +code span.at { + color: #657422; + font-style: inherit; +} + +code span.ss { + color: #20794D; + font-style: inherit; +} + +code span.an { + color: #5E5E5E; + font-style: inherit; +} + +code span.fu { + color: #4758AB; + font-style: inherit; +} + +code span.st { + color: #20794D; + font-style: inherit; +} + +code span.cf { + color: #003B4F; + font-style: inherit; +} + +code span.op { + color: #5E5E5E; + font-style: inherit; +} + +code span.er { + color: #AD0000; + font-style: inherit; +} + +code span.bn { + color: #AD0000; + font-style: inherit; +} + +code span.al { + color: #AD0000; + font-style: inherit; +} + +code span.va { + color: #111111; + font-style: inherit; +} + +code span.bu { + font-style: inherit; +} + +code span.ex { + font-style: inherit; +} + +code span.pp { + color: #AD0000; + font-style: inherit; +} + +code span.in { + color: #5E5E5E; + font-style: inherit; +} + +code span.vs { + color: #20794D; + font-style: inherit; +} + +code span.wa { + color: #5E5E5E; + font-style: italic; +} + +code span.do { + color: #5E5E5E; + font-style: italic; +} + +code span.im { + color: #00769E; + font-style: inherit; +} + +code span.ch { + color: #20794D; + font-style: inherit; +} + +code span.dt { + color: #AD0000; + font-style: inherit; +} + +code span.fl { + color: #AD0000; + font-style: inherit; +} + +code span.co { + color: #5E5E5E; + font-style: inherit; +} + +code span.cv { + color: #5E5E5E; + font-style: italic; +} + +code span.cn { + color: #8f5902; + font-style: inherit; +} + +code span.sc { + color: #5E5E5E; + font-style: inherit; +} + +code span.dv { + color: #AD0000; + font-style: inherit; +} + +code span.kw { + color: #003B4F; + font-style: inherit; +} + +.prevent-inlining { + content: " { + // Find any conflicting margin elements and add margins to the + // top to prevent overlap + const marginChildren = window.document.querySelectorAll( + ".column-margin.column-container > * " + ); + + let lastBottom = 0; + for (const marginChild of marginChildren) { + if (marginChild.offsetParent !== null) { + // clear the top margin so we recompute it + marginChild.style.marginTop = null; + const top = marginChild.getBoundingClientRect().top + window.scrollY; + if (top < lastBottom) { + const margin = lastBottom - top; + marginChild.style.marginTop = `${margin}px`; + } + const styles = window.getComputedStyle(marginChild); + const marginTop = parseFloat(styles["marginTop"]); + lastBottom = top + marginChild.getBoundingClientRect().height + marginTop; + } + } +}; + +window.document.addEventListener("DOMContentLoaded", function (_event) { + // Recompute the position of margin elements anytime the body size changes + if (window.ResizeObserver) { + const resizeObserver = new window.ResizeObserver( + throttle(() => { + layoutMarginEls(); + if ( + window.document.body.getBoundingClientRect().width < 990 && + isReaderMode() + ) { + quartoToggleReader(); + } + }, 50) + ); + resizeObserver.observe(window.document.body); + } + + const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]'); + const sidebarEl = window.document.getElementById("quarto-sidebar"); + const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left"); + const marginSidebarEl = window.document.getElementById( + "quarto-margin-sidebar" + ); + // function to determine whether the element has a previous sibling that is active + const prevSiblingIsActiveLink = (el) => { + const sibling = el.previousElementSibling; + if (sibling && sibling.tagName === "A") { + return sibling.classList.contains("active"); + } else { + return false; + } + }; + + // fire slideEnter for bootstrap tab activations (for htmlwidget resize behavior) + function fireSlideEnter(e) { + const event = window.document.createEvent("Event"); + event.initEvent("slideenter", true, true); + window.document.dispatchEvent(event); + } + const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]'); + tabs.forEach((tab) => { + tab.addEventListener("shown.bs.tab", fireSlideEnter); + }); + + // fire slideEnter for tabby tab activations (for htmlwidget resize behavior) + document.addEventListener("tabby", fireSlideEnter, false); + + // Track scrolling and mark TOC links as active + // get table of contents and sidebar (bail if we don't have at least one) + const tocLinks = tocEl + ? [...tocEl.querySelectorAll("a[data-scroll-target]")] + : []; + const makeActive = (link) => tocLinks[link].classList.add("active"); + const removeActive = (link) => tocLinks[link].classList.remove("active"); + const removeAllActive = () => + [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link)); + + // activate the anchor for a section associated with this TOC entry + tocLinks.forEach((link) => { + link.addEventListener("click", () => { + if (link.href.indexOf("#") !== -1) { + const anchor = link.href.split("#")[1]; + const heading = window.document.querySelector( + `[data-anchor-id=${anchor}]` + ); + if (heading) { + // Add the class + heading.classList.add("reveal-anchorjs-link"); + + // function to show the anchor + const handleMouseout = () => { + heading.classList.remove("reveal-anchorjs-link"); + heading.removeEventListener("mouseout", handleMouseout); + }; + + // add a function to clear the anchor when the user mouses out of it + heading.addEventListener("mouseout", handleMouseout); + } + } + }); + }); + + const sections = tocLinks.map((link) => { + const target = link.getAttribute("data-scroll-target"); + if (target.startsWith("#")) { + return window.document.getElementById(decodeURI(`${target.slice(1)}`)); + } else { + return window.document.querySelector(decodeURI(`${target}`)); + } + }); + + const sectionMargin = 200; + let currentActive = 0; + // track whether we've initialized state the first time + let init = false; + + const updateActiveLink = () => { + // The index from bottom to top (e.g. reversed list) + let sectionIndex = -1; + if ( + window.innerHeight + window.pageYOffset >= + window.document.body.offsetHeight + ) { + sectionIndex = 0; + } else { + sectionIndex = [...sections].reverse().findIndex((section) => { + if (section) { + return window.pageYOffset >= section.offsetTop - sectionMargin; + } else { + return false; + } + }); + } + if (sectionIndex > -1) { + const current = sections.length - sectionIndex - 1; + if (current !== currentActive) { + removeAllActive(); + currentActive = current; + makeActive(current); + if (init) { + window.dispatchEvent(sectionChanged); + } + init = true; + } + } + }; + + const inHiddenRegion = (top, bottom, hiddenRegions) => { + for (const region of hiddenRegions) { + if (top <= region.bottom && bottom >= region.top) { + return true; + } + } + return false; + }; + + const categorySelector = "header.quarto-title-block .quarto-category"; + const activateCategories = (href) => { + // Find any categories + // Surround them with a link pointing back to: + // #category=Authoring + try { + const categoryEls = window.document.querySelectorAll(categorySelector); + for (const categoryEl of categoryEls) { + const categoryText = categoryEl.textContent; + if (categoryText) { + const link = `${href}#category=${encodeURIComponent(categoryText)}`; + const linkEl = window.document.createElement("a"); + linkEl.setAttribute("href", link); + for (const child of categoryEl.childNodes) { + linkEl.append(child); + } + categoryEl.appendChild(linkEl); + } + } + } catch { + // Ignore errors + } + }; + function hasTitleCategories() { + return window.document.querySelector(categorySelector) !== null; + } + + function offsetRelativeUrl(url) { + const offset = getMeta("quarto:offset"); + return offset ? offset + url : url; + } + + function offsetAbsoluteUrl(url) { + const offset = getMeta("quarto:offset"); + const baseUrl = new URL(offset, window.location); + + const projRelativeUrl = url.replace(baseUrl, ""); + if (projRelativeUrl.startsWith("/")) { + return projRelativeUrl; + } else { + return "/" + projRelativeUrl; + } + } + + // read a meta tag value + function getMeta(metaName) { + const metas = window.document.getElementsByTagName("meta"); + for (let i = 0; i < metas.length; i++) { + if (metas[i].getAttribute("name") === metaName) { + return metas[i].getAttribute("content"); + } + } + return ""; + } + + async function findAndActivateCategories() { + const currentPagePath = offsetAbsoluteUrl(window.location.href); + const response = await fetch(offsetRelativeUrl("listings.json")); + if (response.status == 200) { + return response.json().then(function (listingPaths) { + const listingHrefs = []; + for (const listingPath of listingPaths) { + const pathWithoutLeadingSlash = listingPath.listing.substring(1); + for (const item of listingPath.items) { + if ( + item === currentPagePath || + item === currentPagePath + "index.html" + ) { + // Resolve this path against the offset to be sure + // we already are using the correct path to the listing + // (this adjusts the listing urls to be rooted against + // whatever root the page is actually running against) + const relative = offsetRelativeUrl(pathWithoutLeadingSlash); + const baseUrl = window.location; + const resolvedPath = new URL(relative, baseUrl); + listingHrefs.push(resolvedPath.pathname); + break; + } + } + } + + // Look up the tree for a nearby linting and use that if we find one + const nearestListing = findNearestParentListing( + offsetAbsoluteUrl(window.location.pathname), + listingHrefs + ); + if (nearestListing) { + activateCategories(nearestListing); + } else { + // See if the referrer is a listing page for this item + const referredRelativePath = offsetAbsoluteUrl(document.referrer); + const referrerListing = listingHrefs.find((listingHref) => { + const isListingReferrer = + listingHref === referredRelativePath || + listingHref === referredRelativePath + "index.html"; + return isListingReferrer; + }); + + if (referrerListing) { + // Try to use the referrer if possible + activateCategories(referrerListing); + } else if (listingHrefs.length > 0) { + // Otherwise, just fall back to the first listing + activateCategories(listingHrefs[0]); + } + } + }); + } + } + if (hasTitleCategories()) { + findAndActivateCategories(); + } + + const findNearestParentListing = (href, listingHrefs) => { + if (!href || !listingHrefs) { + return undefined; + } + // Look up the tree for a nearby linting and use that if we find one + const relativeParts = href.substring(1).split("/"); + while (relativeParts.length > 0) { + const path = relativeParts.join("/"); + for (const listingHref of listingHrefs) { + if (listingHref.startsWith(path)) { + return listingHref; + } + } + relativeParts.pop(); + } + + return undefined; + }; + + const manageSidebarVisiblity = (el, placeholderDescriptor) => { + let isVisible = true; + let elRect; + + return (hiddenRegions) => { + if (el === null) { + return; + } + + // Find the last element of the TOC + const lastChildEl = el.lastElementChild; + + if (lastChildEl) { + // Converts the sidebar to a menu + const convertToMenu = () => { + for (const child of el.children) { + child.style.opacity = 0; + child.style.overflow = "hidden"; + } + + nexttick(() => { + const toggleContainer = window.document.createElement("div"); + toggleContainer.style.width = "100%"; + toggleContainer.classList.add("zindex-over-content"); + toggleContainer.classList.add("quarto-sidebar-toggle"); + toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom + toggleContainer.id = placeholderDescriptor.id; + toggleContainer.style.position = "fixed"; + + const toggleIcon = window.document.createElement("i"); + toggleIcon.classList.add("quarto-sidebar-toggle-icon"); + toggleIcon.classList.add("bi"); + toggleIcon.classList.add("bi-caret-down-fill"); + + const toggleTitle = window.document.createElement("div"); + const titleEl = window.document.body.querySelector( + placeholderDescriptor.titleSelector + ); + if (titleEl) { + toggleTitle.append( + titleEl.textContent || titleEl.innerText, + toggleIcon + ); + } + toggleTitle.classList.add("zindex-over-content"); + toggleTitle.classList.add("quarto-sidebar-toggle-title"); + toggleContainer.append(toggleTitle); + + const toggleContents = window.document.createElement("div"); + toggleContents.classList = el.classList; + toggleContents.classList.add("zindex-over-content"); + toggleContents.classList.add("quarto-sidebar-toggle-contents"); + for (const child of el.children) { + if (child.id === "toc-title") { + continue; + } + + const clone = child.cloneNode(true); + clone.style.opacity = 1; + clone.style.display = null; + toggleContents.append(clone); + } + toggleContents.style.height = "0px"; + const positionToggle = () => { + // position the element (top left of parent, same width as parent) + if (!elRect) { + elRect = el.getBoundingClientRect(); + } + toggleContainer.style.left = `${elRect.left}px`; + toggleContainer.style.top = `${elRect.top}px`; + toggleContainer.style.width = `${elRect.width}px`; + }; + positionToggle(); + + toggleContainer.append(toggleContents); + el.parentElement.prepend(toggleContainer); + + // Process clicks + let tocShowing = false; + // Allow the caller to control whether this is dismissed + // when it is clicked (e.g. sidebar navigation supports + // opening and closing the nav tree, so don't dismiss on click) + const clickEl = placeholderDescriptor.dismissOnClick + ? toggleContainer + : toggleTitle; + + const closeToggle = () => { + if (tocShowing) { + toggleContainer.classList.remove("expanded"); + toggleContents.style.height = "0px"; + tocShowing = false; + } + }; + + // Get rid of any expanded toggle if the user scrolls + window.document.addEventListener( + "scroll", + throttle(() => { + closeToggle(); + }, 50) + ); + + // Handle positioning of the toggle + window.addEventListener( + "resize", + throttle(() => { + elRect = undefined; + positionToggle(); + }, 50) + ); + + window.addEventListener("quarto-hrChanged", () => { + elRect = undefined; + }); + + // Process the click + clickEl.onclick = () => { + if (!tocShowing) { + toggleContainer.classList.add("expanded"); + toggleContents.style.height = null; + tocShowing = true; + } else { + closeToggle(); + } + }; + }); + }; + + // Converts a sidebar from a menu back to a sidebar + const convertToSidebar = () => { + for (const child of el.children) { + child.style.opacity = 1; + child.style.overflow = null; + } + + const placeholderEl = window.document.getElementById( + placeholderDescriptor.id + ); + if (placeholderEl) { + placeholderEl.remove(); + } + + el.classList.remove("rollup"); + }; + + if (isReaderMode()) { + convertToMenu(); + isVisible = false; + } else { + // Find the top and bottom o the element that is being managed + const elTop = el.offsetTop; + const elBottom = + elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight; + + if (!isVisible) { + // If the element is current not visible reveal if there are + // no conflicts with overlay regions + if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) { + convertToSidebar(); + isVisible = true; + } + } else { + // If the element is visible, hide it if it conflicts with overlay regions + // and insert a placeholder toggle (or if we're in reader mode) + if (inHiddenRegion(elTop, elBottom, hiddenRegions)) { + convertToMenu(); + isVisible = false; + } + } + } + } + }; + }; + + const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]'); + for (const tabEl of tabEls) { + const id = tabEl.getAttribute("data-bs-target"); + if (id) { + const columnEl = document.querySelector( + `${id} .column-margin, .tabset-margin-content` + ); + if (columnEl) + tabEl.addEventListener("shown.bs.tab", function (event) { + const el = event.srcElement; + if (el) { + const visibleCls = `${el.id}-margin-content`; + // walk up until we find a parent tabset + let panelTabsetEl = el.parentElement; + while (panelTabsetEl) { + if (panelTabsetEl.classList.contains("panel-tabset")) { + break; + } + panelTabsetEl = panelTabsetEl.parentElement; + } + + if (panelTabsetEl) { + const prevSib = panelTabsetEl.previousElementSibling; + if ( + prevSib && + prevSib.classList.contains("tabset-margin-container") + ) { + const childNodes = prevSib.querySelectorAll( + ".tabset-margin-content" + ); + for (const childEl of childNodes) { + if (childEl.classList.contains(visibleCls)) { + childEl.classList.remove("collapse"); + } else { + childEl.classList.add("collapse"); + } + } + } + } + } + + layoutMarginEls(); + }); + } + } + + // Manage the visibility of the toc and the sidebar + const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, { + id: "quarto-toc-toggle", + titleSelector: "#toc-title", + dismissOnClick: true, + }); + const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, { + id: "quarto-sidebarnav-toggle", + titleSelector: ".title", + dismissOnClick: false, + }); + let tocLeftScrollVisibility; + if (leftTocEl) { + tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, { + id: "quarto-lefttoc-toggle", + titleSelector: "#toc-title", + dismissOnClick: true, + }); + } + + // Find the first element that uses formatting in special columns + const conflictingEls = window.document.body.querySelectorAll( + '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]' + ); + + // Filter all the possibly conflicting elements into ones + // the do conflict on the left or ride side + const arrConflictingEls = Array.from(conflictingEls); + const leftSideConflictEls = arrConflictingEls.filter((el) => { + if (el.tagName === "ASIDE") { + return false; + } + return Array.from(el.classList).find((className) => { + return ( + className !== "column-body" && + className.startsWith("column-") && + !className.endsWith("right") && + !className.endsWith("container") && + className !== "column-margin" + ); + }); + }); + const rightSideConflictEls = arrConflictingEls.filter((el) => { + if (el.tagName === "ASIDE") { + return true; + } + + const hasMarginCaption = Array.from(el.classList).find((className) => { + return className == "margin-caption"; + }); + if (hasMarginCaption) { + return true; + } + + return Array.from(el.classList).find((className) => { + return ( + className !== "column-body" && + !className.endsWith("container") && + className.startsWith("column-") && + !className.endsWith("left") + ); + }); + }); + + const kOverlapPaddingSize = 10; + function toRegions(els) { + return els.map((el) => { + const boundRect = el.getBoundingClientRect(); + const top = + boundRect.top + + document.documentElement.scrollTop - + kOverlapPaddingSize; + return { + top, + bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize, + }; + }); + } + + let hasObserved = false; + const visibleItemObserver = (els) => { + let visibleElements = [...els]; + const intersectionObserver = new IntersectionObserver( + (entries, _observer) => { + entries.forEach((entry) => { + if (entry.isIntersecting) { + if (visibleElements.indexOf(entry.target) === -1) { + visibleElements.push(entry.target); + } + } else { + visibleElements = visibleElements.filter((visibleEntry) => { + return visibleEntry !== entry; + }); + } + }); + + if (!hasObserved) { + hideOverlappedSidebars(); + } + hasObserved = true; + }, + {} + ); + els.forEach((el) => { + intersectionObserver.observe(el); + }); + + return { + getVisibleEntries: () => { + return visibleElements; + }, + }; + }; + + const rightElementObserver = visibleItemObserver(rightSideConflictEls); + const leftElementObserver = visibleItemObserver(leftSideConflictEls); + + const hideOverlappedSidebars = () => { + marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries())); + sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries())); + if (tocLeftScrollVisibility) { + tocLeftScrollVisibility( + toRegions(leftElementObserver.getVisibleEntries()) + ); + } + }; + + window.quartoToggleReader = () => { + // Applies a slow class (or removes it) + // to update the transition speed + const slowTransition = (slow) => { + const manageTransition = (id, slow) => { + const el = document.getElementById(id); + if (el) { + if (slow) { + el.classList.add("slow"); + } else { + el.classList.remove("slow"); + } + } + }; + + manageTransition("TOC", slow); + manageTransition("quarto-sidebar", slow); + }; + const readerMode = !isReaderMode(); + setReaderModeValue(readerMode); + + // If we're entering reader mode, slow the transition + if (readerMode) { + slowTransition(readerMode); + } + highlightReaderToggle(readerMode); + hideOverlappedSidebars(); + + // If we're exiting reader mode, restore the non-slow transition + if (!readerMode) { + slowTransition(!readerMode); + } + }; + + const highlightReaderToggle = (readerMode) => { + const els = document.querySelectorAll(".quarto-reader-toggle"); + if (els) { + els.forEach((el) => { + if (readerMode) { + el.classList.add("reader"); + } else { + el.classList.remove("reader"); + } + }); + } + }; + + const setReaderModeValue = (val) => { + if (window.location.protocol !== "file:") { + window.localStorage.setItem("quarto-reader-mode", val); + } else { + localReaderMode = val; + } + }; + + const isReaderMode = () => { + if (window.location.protocol !== "file:") { + return window.localStorage.getItem("quarto-reader-mode") === "true"; + } else { + return localReaderMode; + } + }; + let localReaderMode = null; + + const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded"); + const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1; + + // Walk the TOC and collapse/expand nodes + // Nodes are expanded if: + // - they are top level + // - they have children that are 'active' links + // - they are directly below an link that is 'active' + const walk = (el, depth) => { + // Tick depth when we enter a UL + if (el.tagName === "UL") { + depth = depth + 1; + } + + // It this is active link + let isActiveNode = false; + if (el.tagName === "A" && el.classList.contains("active")) { + isActiveNode = true; + } + + // See if there is an active child to this element + let hasActiveChild = false; + for (child of el.children) { + hasActiveChild = walk(child, depth) || hasActiveChild; + } + + // Process the collapse state if this is an UL + if (el.tagName === "UL") { + if (tocOpenDepth === -1 && depth > 1) { + el.classList.add("collapse"); + } else if ( + depth <= tocOpenDepth || + hasActiveChild || + prevSiblingIsActiveLink(el) + ) { + el.classList.remove("collapse"); + } else { + el.classList.add("collapse"); + } + + // untick depth when we leave a UL + depth = depth - 1; + } + return hasActiveChild || isActiveNode; + }; + + // walk the TOC and expand / collapse any items that should be shown + + if (tocEl) { + walk(tocEl, 0); + updateActiveLink(); + } + + // Throttle the scroll event and walk peridiocally + window.document.addEventListener( + "scroll", + throttle(() => { + if (tocEl) { + updateActiveLink(); + walk(tocEl, 0); + } + if (!isReaderMode()) { + hideOverlappedSidebars(); + } + }, 5) + ); + window.addEventListener( + "resize", + throttle(() => { + if (!isReaderMode()) { + hideOverlappedSidebars(); + } + }, 10) + ); + hideOverlappedSidebars(); + highlightReaderToggle(isReaderMode()); +}); + +// grouped tabsets +window.addEventListener("pageshow", (_event) => { + function getTabSettings() { + const data = localStorage.getItem("quarto-persistent-tabsets-data"); + if (!data) { + localStorage.setItem("quarto-persistent-tabsets-data", "{}"); + return {}; + } + if (data) { + return JSON.parse(data); + } + } + + function setTabSettings(data) { + localStorage.setItem( + "quarto-persistent-tabsets-data", + JSON.stringify(data) + ); + } + + function setTabState(groupName, groupValue) { + const data = getTabSettings(); + data[groupName] = groupValue; + setTabSettings(data); + } + + function toggleTab(tab, active) { + const tabPanelId = tab.getAttribute("aria-controls"); + const tabPanel = document.getElementById(tabPanelId); + if (active) { + tab.classList.add("active"); + tabPanel.classList.add("active"); + } else { + tab.classList.remove("active"); + tabPanel.classList.remove("active"); + } + } + + function toggleAll(selectedGroup, selectorsToSync) { + for (const [thisGroup, tabs] of Object.entries(selectorsToSync)) { + const active = selectedGroup === thisGroup; + for (const tab of tabs) { + toggleTab(tab, active); + } + } + } + + function findSelectorsToSyncByLanguage() { + const result = {}; + const tabs = Array.from( + document.querySelectorAll(`div[data-group] a[id^='tabset-']`) + ); + for (const item of tabs) { + const div = item.parentElement.parentElement.parentElement; + const group = div.getAttribute("data-group"); + if (!result[group]) { + result[group] = {}; + } + const selectorsToSync = result[group]; + const value = item.innerHTML; + if (!selectorsToSync[value]) { + selectorsToSync[value] = []; + } + selectorsToSync[value].push(item); + } + return result; + } + + function setupSelectorSync() { + const selectorsToSync = findSelectorsToSyncByLanguage(); + Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => { + Object.entries(tabSetsByValue).forEach(([value, items]) => { + items.forEach((item) => { + item.addEventListener("click", (_event) => { + setTabState(group, value); + toggleAll(value, selectorsToSync[group]); + }); + }); + }); + }); + return selectorsToSync; + } + + const selectorsToSync = setupSelectorSync(); + for (const [group, selectedName] of Object.entries(getTabSettings())) { + const selectors = selectorsToSync[group]; + // it's possible that stale state gives us empty selections, so we explicitly check here. + if (selectors) { + toggleAll(selectedName, selectors); + } + } +}); + +function throttle(func, wait) { + let waiting = false; + return function () { + if (!waiting) { + func.apply(this, arguments); + waiting = true; + setTimeout(function () { + waiting = false; + }, wait); + } + }; +} + +function nexttick(func) { + return setTimeout(func, 0); +} diff --git a/site_libs/quarto-html/tippy.css b/site_libs/quarto-html/tippy.css new file mode 100644 index 0000000..e6ae635 --- /dev/null +++ b/site_libs/quarto-html/tippy.css @@ -0,0 +1 @@ +.tippy-box[data-animation=fade][data-state=hidden]{opacity:0}[data-tippy-root]{max-width:calc(100vw - 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+ setCategoryHash(category); + } +}; + +window["quarto-listing-loaded"] = () => { + // Process any existing hash + const hash = getHash(); + + if (hash) { + // If there is a category, switch to that + if (hash.category) { + activateCategory(hash.category); + } + // Paginate a specific listing + const listingIds = Object.keys(window["quarto-listings"]); + for (const listingId of listingIds) { + const page = hash[getListingPageKey(listingId)]; + if (page) { + showPage(listingId, page); + } + } + } + + const listingIds = Object.keys(window["quarto-listings"]); + for (const listingId of listingIds) { + // The actual list + const list = window["quarto-listings"][listingId]; + + // Update the handlers for pagination events + refreshPaginationHandlers(listingId); + + // Render any visible items that need it + renderVisibleProgressiveImages(list); + + // Whenever the list is updated, we also need to + // attach handlers to the new pagination elements + // and refresh any newly visible items. + list.on("updated", function () { + renderVisibleProgressiveImages(list); + setTimeout(() => refreshPaginationHandlers(listingId)); + + // Show or hide the no matching message + toggleNoMatchingMessage(list); + }); + } +}; + +window.document.addEventListener("DOMContentLoaded", function (_event) { + // Attach click handlers to categories + const categoryEls = window.document.querySelectorAll( + ".quarto-listing-category .category" + ); + + for (const categoryEl of categoryEls) { + const category = categoryEl.getAttribute("data-category"); + categoryEl.onclick = () => { + activateCategory(category); + setCategoryHash(category); + }; + } + + // Attach a click handler to the category title + // (there should be only one, but since it is a class name, handle N) + const categoryTitleEls = window.document.querySelectorAll( + ".quarto-listing-category-title" + ); + for (const categoryTitleEl of categoryTitleEls) { + categoryTitleEl.onclick = () => { + activateCategory(""); + setCategoryHash(""); + }; + } + + categoriesLoaded = true; +}); + +function toggleNoMatchingMessage(list) { + const selector = `#${list.listContainer.id} .listing-no-matching`; + const noMatchingEl = window.document.querySelector(selector); + if (noMatchingEl) { + if (list.visibleItems.length === 0) { + noMatchingEl.classList.remove("d-none"); + } else { + if (!noMatchingEl.classList.contains("d-none")) { + noMatchingEl.classList.add("d-none"); + } + } + } +} + +function setCategoryHash(category) { + setHash({ category }); +} + +function setPageHash(listingId, page) { + const currentHash = getHash() || {}; + currentHash[getListingPageKey(listingId)] = page; + setHash(currentHash); +} + +function getListingPageKey(listingId) { + return `${listingId}-page`; +} + +function refreshPaginationHandlers(listingId) { + const listingEl = window.document.getElementById(listingId); + const paginationEls = listingEl.querySelectorAll( + ".pagination li.page-item:not(.disabled) .page.page-link" + ); + for (const paginationEl of paginationEls) { + paginationEl.onclick = (sender) => { + setPageHash(listingId, sender.target.getAttribute("data-i")); + showPage(listingId, sender.target.getAttribute("data-i")); + return false; + }; + } +} + +function renderVisibleProgressiveImages(list) { + // Run through the visible items and render any progressive images + for (const item of list.visibleItems) { + const itemEl = item.elm; + if (itemEl) { + const progressiveImgs = itemEl.querySelectorAll( + `img[${kProgressiveAttr}]` + ); + for (const progressiveImg of progressiveImgs) { + const srcValue = progressiveImg.getAttribute(kProgressiveAttr); + if (srcValue) { + progressiveImg.setAttribute("src", srcValue); + } + progressiveImg.removeAttribute(kProgressiveAttr); + } + } + } +} + +function getHash() { + // Hashes are of the form + // #name:value|name1:value1|name2:value2 + const currentUrl = new URL(window.location); + const hashRaw = currentUrl.hash ? currentUrl.hash.slice(1) : undefined; + return parseHash(hashRaw); +} + +const kAnd = "&"; +const kEquals = "="; + +function parseHash(hash) { + if (!hash) { + return undefined; + } + const hasValuesStrs = hash.split(kAnd); + const hashValues = hasValuesStrs + .map((hashValueStr) => { + const vals = hashValueStr.split(kEquals); + if (vals.length === 2) { + return { name: vals[0], value: vals[1] }; + } else { + return undefined; + } + }) + .filter((value) => { + return value !== undefined; + }); + + const hashObj = {}; + hashValues.forEach((hashValue) => { + hashObj[hashValue.name] = decodeURIComponent(hashValue.value); + }); + return hashObj; +} + +function makeHash(obj) { + return Object.keys(obj) + .map((key) => { + return `${key}${kEquals}${obj[key]}`; + }) + .join(kAnd); +} + +function setHash(obj) { + const hash = makeHash(obj); + window.history.pushState(null, null, `#${hash}`); +} + +function showPage(listingId, page) { + const list = window["quarto-listings"][listingId]; + if (list) { + list.show((page - 1) * list.page + 1, list.page); + } +} + +function activateCategory(category) { + // Deactivate existing categories + const activeEls = window.document.querySelectorAll( + ".quarto-listing-category .category.active" + ); + for (const activeEl of activeEls) { + activeEl.classList.remove("active"); + } + + // Activate this category + const categoryEl = window.document.querySelector( + `.quarto-listing-category .category[data-category='${category}'` + ); + if (categoryEl) { + categoryEl.classList.add("active"); + } + + // Filter the listings to this category + filterListingCategory(category); +} + +function filterListingCategory(category) { + const listingIds = Object.keys(window["quarto-listings"]); + for (const listingId of listingIds) { + const list = window["quarto-listings"][listingId]; + if (list) { + if (category === "") { + // resets the filter + list.filter(); + } else { + // filter to this category + list.filter(function (item) { + const itemValues = item.values(); + if (itemValues.categories !== null) { + const categories = itemValues.categories.split(","); + return categories.includes(category); + } else { + return false; + } + }); + } + } + } +} diff --git a/site_libs/quarto-nav/headroom.min.js b/site_libs/quarto-nav/headroom.min.js new file mode 100644 index 0000000..b08f1df --- /dev/null +++ b/site_libs/quarto-nav/headroom.min.js @@ -0,0 +1,7 @@ +/*! + * headroom.js v0.12.0 - Give your page some headroom. Hide your header until you need it + * Copyright (c) 2020 Nick Williams - http://wicky.nillia.ms/headroom.js + * License: MIT + */ + +!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?module.exports=n():"function"==typeof define&&define.amd?define(n):(t=t||self).Headroom=n()}(this,function(){"use strict";function t(){return"undefined"!=typeof window}function d(t){return function(t){return t&&t.document&&function(t){return 9===t.nodeType}(t.document)}(t)?function(t){var n=t.document,o=n.body,s=n.documentElement;return{scrollHeight:function(){return Math.max(o.scrollHeight,s.scrollHeight,o.offsetHeight,s.offsetHeight,o.clientHeight,s.clientHeight)},height:function(){return t.innerHeight||s.clientHeight||o.clientHeight},scrollY:function(){return void 0!==t.pageYOffset?t.pageYOffset:(s||o.parentNode||o).scrollTop}}}(t):function(t){return{scrollHeight:function(){return Math.max(t.scrollHeight,t.offsetHeight,t.clientHeight)},height:function(){return 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b/site_libs/quarto-nav/quarto-nav.js @@ -0,0 +1,288 @@ +const headroomChanged = new CustomEvent("quarto-hrChanged", { + detail: {}, + bubbles: true, + cancelable: false, + composed: false, +}); + +window.document.addEventListener("DOMContentLoaded", function () { + let init = false; + + // Manage the back to top button, if one is present. + let lastScrollTop = window.pageYOffset || document.documentElement.scrollTop; + const scrollDownBuffer = 5; + const scrollUpBuffer = 35; + const btn = document.getElementById("quarto-back-to-top"); + const hideBackToTop = () => { + btn.style.display = "none"; + }; + const showBackToTop = () => { + btn.style.display = "inline-block"; + }; + if (btn) { + window.document.addEventListener( + "scroll", + function () { + const currentScrollTop = + window.pageYOffset || document.documentElement.scrollTop; + + // Shows and hides the button 'intelligently' as the user scrolls + if (currentScrollTop - scrollDownBuffer > lastScrollTop) { + hideBackToTop(); + lastScrollTop = currentScrollTop <= 0 ? 0 : currentScrollTop; + } else if (currentScrollTop < lastScrollTop - scrollUpBuffer) { + showBackToTop(); + lastScrollTop = currentScrollTop <= 0 ? 0 : currentScrollTop; + } + + // Show the button at the bottom, hides it at the top + if (currentScrollTop <= 0) { + hideBackToTop(); + } else if ( + window.innerHeight + currentScrollTop >= + document.body.offsetHeight + ) { + showBackToTop(); + } + }, + false + ); + } + + function throttle(func, wait) { + var timeout; + return function () { + const context = this; + const args = arguments; + const later = function () { + clearTimeout(timeout); + timeout = null; + func.apply(context, args); + }; + + if (!timeout) { + timeout = setTimeout(later, wait); + } + }; + } + + function headerOffset() { + // Set an offset if there is are fixed top navbar + const headerEl = window.document.querySelector("header.fixed-top"); + if (headerEl) { + return headerEl.clientHeight; + } else { + return 0; + } + } + + function footerOffset() { + const footerEl = window.document.querySelector("footer.footer"); + if (footerEl) { + return footerEl.clientHeight; + } else { + return 0; + } + } + + function dashboardOffset() { + const dashboardNavEl = window.document.getElementById( + "quarto-dashboard-header" + ); + if (dashboardNavEl !== null) { + return dashboardNavEl.clientHeight; + } else { + return 0; + } + } + + function updateDocumentOffsetWithoutAnimation() { + updateDocumentOffset(false); + } + + function updateDocumentOffset(animated) { + // set body offset + const topOffset = headerOffset(); + const bodyOffset = topOffset + footerOffset() + dashboardOffset(); + const bodyEl = window.document.body; + bodyEl.setAttribute("data-bs-offset", topOffset); + bodyEl.style.paddingTop = topOffset + "px"; + + // deal with sidebar offsets + const sidebars = window.document.querySelectorAll( + ".sidebar, .headroom-target" + ); + sidebars.forEach((sidebar) => { + if (!animated) { + sidebar.classList.add("notransition"); + // Remove the no transition class after the animation has time to complete + setTimeout(function () { + sidebar.classList.remove("notransition"); + }, 201); + } + + if (window.Headroom && sidebar.classList.contains("sidebar-unpinned")) { + sidebar.style.top = "0"; + sidebar.style.maxHeight = "100vh"; + } else { + sidebar.style.top = topOffset + "px"; + sidebar.style.maxHeight = "calc(100vh - " + topOffset + "px)"; + } + }); + + // allow space for footer + const mainContainer = window.document.querySelector(".quarto-container"); + if (mainContainer) { + mainContainer.style.minHeight = "calc(100vh - " + bodyOffset + "px)"; + } + + // link offset + let linkStyle = window.document.querySelector("#quarto-target-style"); + if (!linkStyle) { + linkStyle = window.document.createElement("style"); + linkStyle.setAttribute("id", "quarto-target-style"); + window.document.head.appendChild(linkStyle); + } + while (linkStyle.firstChild) { + linkStyle.removeChild(linkStyle.firstChild); + } + if (topOffset > 0) { + linkStyle.appendChild( + window.document.createTextNode(` + section:target::before { + content: ""; + display: block; + height: ${topOffset}px; + margin: -${topOffset}px 0 0; + }`) + ); + } + if (init) { + window.dispatchEvent(headroomChanged); + } + init = true; + } + + // initialize headroom + var header = window.document.querySelector("#quarto-header"); + if (header && window.Headroom) { + const headroom = new window.Headroom(header, { + tolerance: 5, + onPin: function () { + const sidebars = window.document.querySelectorAll( + ".sidebar, .headroom-target" + ); + sidebars.forEach((sidebar) => { + sidebar.classList.remove("sidebar-unpinned"); + }); + updateDocumentOffset(); + }, + onUnpin: function () { + const sidebars = window.document.querySelectorAll( + ".sidebar, .headroom-target" + ); + sidebars.forEach((sidebar) => { + sidebar.classList.add("sidebar-unpinned"); + }); + updateDocumentOffset(); + }, + }); + headroom.init(); + + let frozen = false; + window.quartoToggleHeadroom = function () { + if (frozen) { + headroom.unfreeze(); + frozen = false; + } else { + headroom.freeze(); + frozen = true; + } + }; + } + + window.addEventListener( + "hashchange", + function (e) { + if ( + getComputedStyle(document.documentElement).scrollBehavior !== "smooth" + ) { + window.scrollTo(0, window.pageYOffset - headerOffset()); + } + }, + false + ); + + // Observe size changed for the header + const headerEl = window.document.querySelector("header.fixed-top"); + if (headerEl && window.ResizeObserver) { + const observer = new window.ResizeObserver(() => { + setTimeout(updateDocumentOffsetWithoutAnimation, 0); + }); + observer.observe(headerEl, { + attributes: true, + childList: true, + characterData: true, + }); + } else { + window.addEventListener( + "resize", + throttle(updateDocumentOffsetWithoutAnimation, 50) + ); + } + setTimeout(updateDocumentOffsetWithoutAnimation, 250); + + // fixup index.html links if we aren't on the filesystem + if (window.location.protocol !== "file:") { + const links = window.document.querySelectorAll("a"); + for (let i = 0; i < links.length; i++) { + if (links[i].href) { + links[i].href = links[i].href.replace(/\/index\.html/, "/"); + } + } + + // Fixup any sharing links that require urls + // Append url to any sharing urls + const sharingLinks = window.document.querySelectorAll( + "a.sidebar-tools-main-item, a.quarto-navigation-tool, a.quarto-navbar-tools, a.quarto-navbar-tools-item" + ); + for (let i = 0; i < sharingLinks.length; i++) { + const sharingLink = sharingLinks[i]; + const href = sharingLink.getAttribute("href"); + if (href) { + sharingLink.setAttribute( + "href", + href.replace("|url|", window.location.href) + ); + } + } + + // Scroll the active navigation item into view, if necessary + const navSidebar = window.document.querySelector("nav#quarto-sidebar"); + if (navSidebar) { + // Find the active item + const activeItem = navSidebar.querySelector("li.sidebar-item a.active"); + if (activeItem) { + // Wait for the scroll height and height to resolve by observing size changes on the + // nav element that is scrollable + const resizeObserver = new ResizeObserver((_entries) => { + // The bottom of the element + const elBottom = activeItem.offsetTop; + const viewBottom = navSidebar.scrollTop + navSidebar.clientHeight; + + // The element height and scroll height are the same, then we are still loading + if (viewBottom !== navSidebar.scrollHeight) { + // Determine if the item isn't visible and scroll to it + if (elBottom >= viewBottom) { + navSidebar.scrollTop = elBottom; + } + + // stop observing now since we've completed the scroll + resizeObserver.unobserve(navSidebar); + } + }); + resizeObserver.observe(navSidebar); + } + } + } +}); diff --git a/site_libs/quarto-search/autocomplete.umd.js b/site_libs/quarto-search/autocomplete.umd.js new file mode 100644 index 0000000..ae0063a --- /dev/null +++ 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a/site_libs/quarto-search/quarto-search.js b/site_libs/quarto-search/quarto-search.js new file mode 100644 index 0000000..b54e65f --- /dev/null +++ b/site_libs/quarto-search/quarto-search.js @@ -0,0 +1,1242 @@ +const kQueryArg = "q"; +const kResultsArg = "show-results"; + +// If items don't provide a URL, then both the navigator and the onSelect +// function aren't called (and therefore, the default implementation is used) +// +// We're using this sentinel URL to signal to those handlers that this +// item is a more item (along with the type) and can be handled appropriately +const kItemTypeMoreHref = "0767FDFD-0422-4E5A-BC8A-3BE11E5BBA05"; + +window.document.addEventListener("DOMContentLoaded", function (_event) { + // Ensure that search is available on this page. If it isn't, + // should return early and not do anything + var searchEl = window.document.getElementById("quarto-search"); + if (!searchEl) return; + + const { autocomplete } = window["@algolia/autocomplete-js"]; + + let quartoSearchOptions = {}; + let language = {}; + const searchOptionEl = window.document.getElementById( + "quarto-search-options" + ); + if (searchOptionEl) { + const jsonStr = searchOptionEl.textContent; + quartoSearchOptions = JSON.parse(jsonStr); + language = quartoSearchOptions.language; + } + + // note the search mode + if (quartoSearchOptions.type === "overlay") { + searchEl.classList.add("type-overlay"); + } else { + searchEl.classList.add("type-textbox"); + } + + // Used to determine highlighting behavior for this page + // A `q` query param is expected when the user follows a search + // to this page + const currentUrl = new URL(window.location); + const query = currentUrl.searchParams.get(kQueryArg); + const showSearchResults = currentUrl.searchParams.get(kResultsArg); + const mainEl = window.document.querySelector("main"); + + // highlight matches on the page + if (query && mainEl) { + // perform any highlighting + highlight(escapeRegExp(query), mainEl); + + // fix up the URL to remove the q query param + const replacementUrl = new URL(window.location); + replacementUrl.searchParams.delete(kQueryArg); + window.history.replaceState({}, "", replacementUrl); + } + + // function to clear highlighting on the page when the search query changes + // (e.g. if the user edits the query or clears it) + let highlighting = true; + const resetHighlighting = (searchTerm) => { + if (mainEl && highlighting && query && searchTerm !== query) { + clearHighlight(query, mainEl); + highlighting = false; + } + }; + + // Clear search highlighting when the user scrolls sufficiently + const resetFn = () => { + resetHighlighting(""); + window.removeEventListener("quarto-hrChanged", resetFn); + window.removeEventListener("quarto-sectionChanged", resetFn); + }; + + // Register this event after the initial scrolling and settling of events + // on the page + window.addEventListener("quarto-hrChanged", resetFn); + window.addEventListener("quarto-sectionChanged", resetFn); + + // Responsively switch to overlay mode if the search is present on the navbar + // Note that switching the sidebar to overlay mode requires more coordinate (not just + // the media query since we generate different HTML for sidebar overlays than we do + // for sidebar input UI) + const detachedMediaQuery = + quartoSearchOptions.type === "overlay" ? "all" : "(max-width: 991px)"; + + // If configured, include the analytics client to send insights + const plugins = configurePlugins(quartoSearchOptions); + + let lastState = null; + const { setIsOpen, setQuery, setCollections } = autocomplete({ + container: searchEl, + detachedMediaQuery: detachedMediaQuery, + defaultActiveItemId: 0, + panelContainer: "#quarto-search-results", + panelPlacement: quartoSearchOptions["panel-placement"], + debug: false, + openOnFocus: true, + plugins, + classNames: { + form: "d-flex", + }, + placeholder: language["search-text-placeholder"], + translations: { + clearButtonTitle: language["search-clear-button-title"], + detachedCancelButtonText: language["search-detached-cancel-button-title"], + submitButtonTitle: language["search-submit-button-title"], + }, + initialState: { + query, + }, + getItemUrl({ item }) { + return item.href; + }, + onStateChange({ state }) { + // If this is a file URL, note that + + // Perhaps reset highlighting + resetHighlighting(state.query); + + // If the panel just opened, ensure the panel is positioned properly + if (state.isOpen) { + if (lastState && !lastState.isOpen) { + setTimeout(() => { + positionPanel(quartoSearchOptions["panel-placement"]); + }, 150); + } + } + + // Perhaps show the copy link + showCopyLink(state.query, quartoSearchOptions); + + lastState = state; + }, + reshape({ sources, state }) { + return sources.map((source) => { + try { + const items = source.getItems(); + + // Validate the items + validateItems(items); + + // group the items by document + const groupedItems = new Map(); + items.forEach((item) => { + const hrefParts = item.href.split("#"); + const baseHref = hrefParts[0]; + const isDocumentItem = hrefParts.length === 1; + + const items = groupedItems.get(baseHref); + if (!items) { + groupedItems.set(baseHref, [item]); + } else { + // If the href for this item matches the document + // exactly, place this item first as it is the item that represents + // the document itself + if (isDocumentItem) { + items.unshift(item); + } else { + items.push(item); + } + groupedItems.set(baseHref, items); + } + }); + + const reshapedItems = []; + let count = 1; + for (const [_key, value] of groupedItems) { + const firstItem = value[0]; + reshapedItems.push({ + ...firstItem, + type: kItemTypeDoc, + }); + + const collapseMatches = quartoSearchOptions["collapse-after"]; + const collapseCount = + typeof collapseMatches === "number" ? collapseMatches : 1; + + if (value.length > 1) { + const target = `search-more-${count}`; + const isExpanded = + state.context.expanded && + state.context.expanded.includes(target); + + const remainingCount = value.length - collapseCount; + + for (let i = 1; i < value.length; i++) { + if (collapseMatches && i === collapseCount) { + reshapedItems.push({ + target, + title: isExpanded + ? language["search-hide-matches-text"] + : remainingCount === 1 + ? `${remainingCount} ${language["search-more-match-text"]}` + : `${remainingCount} ${language["search-more-matches-text"]}`, + type: kItemTypeMore, + href: kItemTypeMoreHref, + }); + } + + if (isExpanded || !collapseMatches || i < collapseCount) { + reshapedItems.push({ + ...value[i], + type: kItemTypeItem, + target, + }); + } + } + } + count += 1; + } + + return { + ...source, + getItems() { + return reshapedItems; + }, + }; + } catch (error) { + // Some form of error occurred + return { + ...source, + getItems() { + return [ + { + title: error.name || "An Error Occurred While Searching", + text: + error.message || + "An unknown error occurred while attempting to perform the requested search.", + type: kItemTypeError, + }, + ]; + }, + }; + } + }); + }, + navigator: { + navigate({ itemUrl }) { + if (itemUrl !== offsetURL(kItemTypeMoreHref)) { + window.location.assign(itemUrl); + } + }, + navigateNewTab({ itemUrl }) { + if (itemUrl !== offsetURL(kItemTypeMoreHref)) { + const windowReference = window.open(itemUrl, "_blank", "noopener"); + if (windowReference) { + windowReference.focus(); + } + } + }, + navigateNewWindow({ itemUrl }) { + if (itemUrl !== offsetURL(kItemTypeMoreHref)) { + window.open(itemUrl, "_blank", "noopener"); + } + }, + }, + getSources({ state, setContext, setActiveItemId, refresh }) { + return [ + { + sourceId: "documents", + getItemUrl({ item }) { + if (item.href) { + return offsetURL(item.href); + } else { + return undefined; + } + }, + onSelect({ + item, + state, + setContext, + setIsOpen, + setActiveItemId, + refresh, + }) { + if (item.type === kItemTypeMore) { + toggleExpanded(item, state, setContext, setActiveItemId, refresh); + + // Toggle more + setIsOpen(true); + } + }, + getItems({ query }) { + if (query === null || query === "") { + return []; + } + + const limit = quartoSearchOptions.limit; + if (quartoSearchOptions.algolia) { + return algoliaSearch(query, limit, quartoSearchOptions.algolia); + } else { + // Fuse search options + const fuseSearchOptions = { + isCaseSensitive: false, + shouldSort: true, + minMatchCharLength: 2, + limit: limit, + }; + + return readSearchData().then(function (fuse) { + return fuseSearch(query, fuse, fuseSearchOptions); + }); + } + }, + templates: { + noResults({ createElement }) { + const hasQuery = lastState.query; + + return createElement( + "div", + { + class: `quarto-search-no-results${ + hasQuery ? "" : " no-query" + }`, + }, + language["search-no-results-text"] + ); + }, + header({ items, createElement }) { + // count the documents + const count = items.filter((item) => { + return item.type === kItemTypeDoc; + }).length; + + if (count > 0) { + return createElement( + "div", + { class: "search-result-header" }, + `${count} ${language["search-matching-documents-text"]}` + ); + } else { + return createElement( + "div", + { class: "search-result-header-no-results" }, + `` + ); + } + }, + footer({ _items, createElement }) { + if ( + quartoSearchOptions.algolia && + quartoSearchOptions.algolia["show-logo"] + ) { + const libDir = quartoSearchOptions.algolia["libDir"]; + const logo = createElement("img", { + src: offsetURL( + `${libDir}/quarto-search/search-by-algolia.svg` + ), + class: "algolia-search-logo", + }); + return createElement( + "a", + { href: "http://www.algolia.com/" }, + logo + ); + } + }, + + item({ item, createElement }) { + return renderItem( + item, + createElement, + state, + setActiveItemId, + setContext, + refresh, + quartoSearchOptions + ); + }, + }, + }, + ]; + }, + }); + + window.quartoOpenSearch = () => { + setIsOpen(false); + setIsOpen(true); + focusSearchInput(); + }; + + document.addEventListener("keyup", (event) => { + const { key } = event; + const kbds = quartoSearchOptions["keyboard-shortcut"]; + const focusedEl = document.activeElement; + + const isFormElFocused = [ + "input", + "select", + "textarea", + "button", + "option", + ].find((tag) => { + return focusedEl.tagName.toLowerCase() === tag; + }); + + if (kbds && kbds.includes(key) && !isFormElFocused) { + event.preventDefault(); + window.quartoOpenSearch(); + } + }); + + // Remove the labeleledby attribute since it is pointing + // to a non-existent label + if (quartoSearchOptions.type === "overlay") { + const inputEl = window.document.querySelector( + "#quarto-search .aa-Autocomplete" + ); + if (inputEl) { + inputEl.removeAttribute("aria-labelledby"); + } + } + + function throttle(func, wait) { + let waiting = false; + return function () { + if (!waiting) { + func.apply(this, arguments); + waiting = true; + setTimeout(function () { + waiting = false; + }, wait); + } + }; + } + + // If the main document scrolls dismiss the search results + // (otherwise, since they're floating in the document they can scroll with the document) + window.document.body.onscroll = throttle(() => { + // Only do this if we're not detached + // Bug #7117 + // This will happen when the keyboard is shown on ios (resulting in a scroll) + // which then closed the search UI + if (!window.matchMedia(detachedMediaQuery).matches) { + setIsOpen(false); + } + }, 50); + + if (showSearchResults) { + setIsOpen(true); + focusSearchInput(); + } +}); + +function configurePlugins(quartoSearchOptions) { + const autocompletePlugins = []; + const algoliaOptions = quartoSearchOptions.algolia; + if ( + algoliaOptions && + algoliaOptions["analytics-events"] && + algoliaOptions["search-only-api-key"] && + algoliaOptions["application-id"] + ) { + const apiKey = algoliaOptions["search-only-api-key"]; + const appId = algoliaOptions["application-id"]; + + // Aloglia insights may not be loaded because they require cookie consent + // Use deferred loading so events will start being recorded when/if consent + // is granted. + const algoliaInsightsDeferredPlugin = deferredLoadPlugin(() => { + if ( + window.aa && + window["@algolia/autocomplete-plugin-algolia-insights"] + ) { + window.aa("init", { + appId, + apiKey, + useCookie: true, + }); + + const { createAlgoliaInsightsPlugin } = + window["@algolia/autocomplete-plugin-algolia-insights"]; + // Register the insights client + const algoliaInsightsPlugin = createAlgoliaInsightsPlugin({ + insightsClient: window.aa, + onItemsChange({ insights, insightsEvents }) { + const events = insightsEvents.flatMap((event) => { + // This API limits the number of items per event to 20 + const chunkSize = 20; + const itemChunks = []; + const eventItems = event.items; + for (let i = 0; i < eventItems.length; i += chunkSize) { + itemChunks.push(eventItems.slice(i, i + chunkSize)); + } + // Split the items into multiple events that can be sent + const events = itemChunks.map((items) => { + return { + ...event, + items, + }; + }); + return events; + }); + + for (const event of events) { + insights.viewedObjectIDs(event); + } + }, + }); + return algoliaInsightsPlugin; + } + }); + + // Add the plugin + autocompletePlugins.push(algoliaInsightsDeferredPlugin); + return autocompletePlugins; + } +} + +// For plugins that may not load immediately, create a wrapper +// plugin and forward events and plugin data once the plugin +// is initialized. This is useful for cases like cookie consent +// which may prevent the analytics insights event plugin from initializing +// immediately. +function deferredLoadPlugin(createPlugin) { + let plugin = undefined; + let subscribeObj = undefined; + const wrappedPlugin = () => { + if (!plugin && subscribeObj) { + plugin = createPlugin(); + if (plugin && plugin.subscribe) { + plugin.subscribe(subscribeObj); + } + } + return plugin; + }; + + return { + subscribe: (obj) => { + subscribeObj = obj; + }, + onStateChange: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.onStateChange) { + plugin.onStateChange(obj); + } + }, + onSubmit: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.onSubmit) { + plugin.onSubmit(obj); + } + }, + onReset: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.onReset) { + plugin.onReset(obj); + } + }, + getSources: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.getSources) { + return plugin.getSources(obj); + } else { + return Promise.resolve([]); + } + }, + data: (obj) => { + const plugin = wrappedPlugin(); + if (plugin && plugin.data) { + plugin.data(obj); + } + }, + }; +} + +function validateItems(items) { + // Validate the first item + if (items.length > 0) { + const item = items[0]; + const missingFields = []; + if (item.href == undefined) { + missingFields.push("href"); + } + if (!item.title == undefined) { + missingFields.push("title"); + } + if (!item.text == undefined) { + missingFields.push("text"); + } + + if (missingFields.length === 1) { + throw { + name: `Error: Search index is missing the ${missingFields[0]} field.`, + message: `The items being returned for this search do not include all the required fields. Please ensure that your index items include the ${missingFields[0]} field or use index-fields in your _quarto.yml file to specify the field names.`, + }; + } else if (missingFields.length > 1) { + const missingFieldList = missingFields + .map((field) => { + return `${field}`; + }) + .join(", "); + + throw { + name: `Error: Search index is missing the following fields: ${missingFieldList}.`, + message: `The items being returned for this search do not include all the required fields. Please ensure that your index items includes the following fields: ${missingFieldList}, or use index-fields in your _quarto.yml file to specify the field names.`, + }; + } + } +} + +let lastQuery = null; +function showCopyLink(query, options) { + const language = options.language; + lastQuery = query; + // Insert share icon + const inputSuffixEl = window.document.body.querySelector( + ".aa-Form .aa-InputWrapperSuffix" + ); + + if (inputSuffixEl) { + let copyButtonEl = window.document.body.querySelector( + ".aa-Form .aa-InputWrapperSuffix .aa-CopyButton" + ); + + if (copyButtonEl === null) { + copyButtonEl = window.document.createElement("button"); + copyButtonEl.setAttribute("class", "aa-CopyButton"); + copyButtonEl.setAttribute("type", "button"); + copyButtonEl.setAttribute("title", language["search-copy-link-title"]); + copyButtonEl.onmousedown = (e) => { + e.preventDefault(); + e.stopPropagation(); + }; + + const linkIcon = "bi-clipboard"; + const checkIcon = "bi-check2"; + + const shareIconEl = window.document.createElement("i"); + shareIconEl.setAttribute("class", `bi ${linkIcon}`); + copyButtonEl.appendChild(shareIconEl); + inputSuffixEl.prepend(copyButtonEl); + + const clipboard = new window.ClipboardJS(".aa-CopyButton", { + text: function (_trigger) { + const copyUrl = new URL(window.location); + copyUrl.searchParams.set(kQueryArg, lastQuery); + copyUrl.searchParams.set(kResultsArg, "1"); + return copyUrl.toString(); + }, + }); + clipboard.on("success", function (e) { + // Focus the input + + // button target + const button = e.trigger; + const icon = button.querySelector("i.bi"); + + // flash "checked" + icon.classList.add(checkIcon); + icon.classList.remove(linkIcon); + setTimeout(function () { + icon.classList.remove(checkIcon); + icon.classList.add(linkIcon); + }, 1000); + }); + } + + // If there is a query, show the link icon + if (copyButtonEl) { + if (lastQuery && options["copy-button"]) { + copyButtonEl.style.display = "flex"; + } else { + copyButtonEl.style.display = "none"; + } + } + } +} + +/* Search Index Handling */ +// create the index +var fuseIndex = undefined; +var shownWarning = false; +async function readSearchData() { + // Initialize the search index on demand + if (fuseIndex === undefined) { + if (window.location.protocol === "file:" && !shownWarning) { + window.alert( + "Search requires JavaScript features disabled when running in file://... URLs. In order to use search, please run this document in a web server." + ); + shownWarning = true; + return; + } + // create fuse index + const options = { + keys: [ + { name: "title", weight: 20 }, + { name: "section", weight: 20 }, + { name: "text", weight: 10 }, + ], + ignoreLocation: true, + threshold: 0.1, + }; + const fuse = new window.Fuse([], options); + + // fetch the main search.json + const response = await fetch(offsetURL("search.json")); + if (response.status == 200) { + return response.json().then(function (searchDocs) { + searchDocs.forEach(function (searchDoc) { + fuse.add(searchDoc); + }); + fuseIndex = fuse; + return fuseIndex; + }); + } else { + return Promise.reject( + new Error( + "Unexpected status from search index request: " + response.status + ) + ); + } + } + + return fuseIndex; +} + +function inputElement() { + return window.document.body.querySelector(".aa-Form .aa-Input"); +} + +function focusSearchInput() { + setTimeout(() => { + const inputEl = inputElement(); + if (inputEl) { + inputEl.focus(); + } + }, 50); +} + +/* Panels */ +const kItemTypeDoc = "document"; +const kItemTypeMore = "document-more"; +const kItemTypeItem = "document-item"; +const kItemTypeError = "error"; + +function renderItem( + item, + createElement, + state, + setActiveItemId, + setContext, + refresh, + quartoSearchOptions +) { + switch (item.type) { + case kItemTypeDoc: + return createDocumentCard( + createElement, + "file-richtext", + item.title, + item.section, + item.text, + item.href, + item.crumbs, + quartoSearchOptions + ); + case kItemTypeMore: + return createMoreCard( + createElement, + item, + state, + setActiveItemId, + setContext, + refresh + ); + case kItemTypeItem: + return createSectionCard( + createElement, + item.section, + item.text, + item.href + ); + case kItemTypeError: + return createErrorCard(createElement, item.title, item.text); + default: + return undefined; + } +} + +function createDocumentCard( + createElement, + icon, + title, + section, + text, + href, + crumbs, + quartoSearchOptions +) { + const iconEl = createElement("i", { + class: `bi bi-${icon} search-result-icon`, + }); + const titleEl = createElement("p", { class: "search-result-title" }, title); + const titleContents = [iconEl, titleEl]; + const showParent = quartoSearchOptions["show-item-context"]; + if (crumbs && showParent) { + let crumbsOut = undefined; + const crumbClz = ["search-result-crumbs"]; + if (showParent === "root") { + crumbsOut = crumbs.length > 1 ? crumbs[0] : undefined; + } else if (showParent === "parent") { + crumbsOut = crumbs.length > 1 ? crumbs[crumbs.length - 2] : undefined; + } else { + crumbsOut = crumbs.length > 1 ? crumbs.join(" > ") : undefined; + crumbClz.push("search-result-crumbs-wrap"); + } + + const crumbEl = createElement( + "p", + { class: crumbClz.join(" ") }, + crumbsOut + ); + titleContents.push(crumbEl); + } + + const titleContainerEl = createElement( + "div", + { class: "search-result-title-container" }, + titleContents + ); + + const textEls = []; + if (section) { + const sectionEl = createElement( + "p", + { class: "search-result-section" }, + section + ); + textEls.push(sectionEl); + } + const descEl = createElement("p", { + class: "search-result-text", + dangerouslySetInnerHTML: { + __html: text, + }, + }); + textEls.push(descEl); + + const textContainerEl = createElement( + "div", + { class: "search-result-text-container" }, + textEls + ); + + const containerEl = createElement( + "div", + { + class: "search-result-container", + }, + [titleContainerEl, textContainerEl] + ); + + const linkEl = createElement( + "a", + { + href: offsetURL(href), + class: "search-result-link", + }, + containerEl + ); + + const classes = ["search-result-doc", "search-item"]; + if (!section) { + classes.push("document-selectable"); + } + + return createElement( + "div", + { + class: classes.join(" "), + }, + linkEl + ); +} + +function createMoreCard( + createElement, + item, + state, + setActiveItemId, + setContext, + refresh +) { + const moreCardEl = createElement( + "div", + { + class: "search-result-more search-item", + onClick: (e) => { + // Handle expanding the sections by adding the expanded + // section to the list of expanded sections + toggleExpanded(item, state, setContext, setActiveItemId, refresh); + e.stopPropagation(); + }, + }, + item.title + ); + + return moreCardEl; +} + +function toggleExpanded(item, state, setContext, setActiveItemId, refresh) { + const expanded = state.context.expanded || []; + if (expanded.includes(item.target)) { + setContext({ + expanded: expanded.filter((target) => target !== item.target), + }); + } else { + setContext({ expanded: [...expanded, item.target] }); + } + + refresh(); + setActiveItemId(item.__autocomplete_id); +} + +function createSectionCard(createElement, section, text, href) { + const sectionEl = createSection(createElement, section, text, href); + return createElement( + "div", + { + class: "search-result-doc-section search-item", + }, + sectionEl + ); +} + +function createSection(createElement, title, text, href) { + const descEl = createElement("p", { + class: "search-result-text", + dangerouslySetInnerHTML: { + __html: text, + }, + }); + + const titleEl = createElement("p", { class: "search-result-section" }, title); + const linkEl = createElement( + "a", + { + href: offsetURL(href), + class: "search-result-link", + }, + [titleEl, descEl] + ); + return linkEl; +} + +function createErrorCard(createElement, title, text) { + const descEl = createElement("p", { + class: "search-error-text", + dangerouslySetInnerHTML: { + __html: text, + }, + }); + + const titleEl = createElement("p", { + class: "search-error-title", + dangerouslySetInnerHTML: { + __html: ` ${title}`, + }, + }); + const errorEl = createElement("div", { class: "search-error" }, [ + titleEl, + descEl, + ]); + return errorEl; +} + +function positionPanel(pos) { + const panelEl = window.document.querySelector( + "#quarto-search-results .aa-Panel" + ); + const inputEl = window.document.querySelector( + "#quarto-search .aa-Autocomplete" + ); + + if (panelEl && inputEl) { + panelEl.style.top = `${Math.round(panelEl.offsetTop)}px`; + if (pos === "start") { + panelEl.style.left = `${Math.round(inputEl.left)}px`; + } else { + panelEl.style.right = `${Math.round(inputEl.offsetRight)}px`; + } + } +} + +/* Highlighting */ +// highlighting functions +function highlightMatch(query, text) { + if (text) { + const start = text.toLowerCase().indexOf(query.toLowerCase()); + if (start !== -1) { + const startMark = ""; + const endMark = ""; + + const end = start + query.length; + text = + text.slice(0, start) + + startMark + + text.slice(start, end) + + endMark + + text.slice(end); + const startInfo = clipStart(text, start); + const endInfo = clipEnd( + text, + startInfo.position + startMark.length + endMark.length + ); + text = + startInfo.prefix + + text.slice(startInfo.position, endInfo.position) + + endInfo.suffix; + + return text; + } else { + return text; + } + } else { + return text; + } +} + +function clipStart(text, pos) { + const clipStart = pos - 50; + if (clipStart < 0) { + // This will just return the start of the string + return { + position: 0, + prefix: "", + }; + } else { + // We're clipping before the start of the string, walk backwards to the first space. + const spacePos = findSpace(text, pos, -1); + return { + position: spacePos.position, + prefix: "", + }; + } +} + +function clipEnd(text, pos) { + const clipEnd = pos + 200; + if (clipEnd > text.length) { + return { + position: text.length, + suffix: "", + }; + } else { + const spacePos = findSpace(text, clipEnd, 1); + return { + position: spacePos.position, + suffix: spacePos.clipped ? "…" : "", + }; + } +} + +function findSpace(text, start, step) { + let stepPos = start; + while (stepPos > -1 && stepPos < text.length) { + const char = text[stepPos]; + if (char === " " || char === "," || char === ":") { + return { + position: step === 1 ? stepPos : stepPos - step, + clipped: stepPos > 1 && stepPos < text.length, + }; + } + stepPos = stepPos + step; + } + + return { + position: stepPos - step, + clipped: false, + }; +} + +// removes highlighting as implemented by the mark tag +function clearHighlight(searchterm, el) { + const childNodes = el.childNodes; + for (let i = childNodes.length - 1; i >= 0; i--) { + const node = childNodes[i]; + if (node.nodeType === Node.ELEMENT_NODE) { + if ( + node.tagName === "MARK" && + node.innerText.toLowerCase() === searchterm.toLowerCase() + ) { + el.replaceChild(document.createTextNode(node.innerText), node); + } else { + clearHighlight(searchterm, node); + } + } + } +} + +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string +} + +// highlight matches +function highlight(term, el) { + const termRegex = new RegExp(term, "ig"); + const childNodes = el.childNodes; + + // walk back to front avoid mutating elements in front of us + for (let i = childNodes.length - 1; i >= 0; i--) { + const node = childNodes[i]; + + if (node.nodeType === Node.TEXT_NODE) { + // Search text nodes for text to highlight + const text = node.nodeValue; + + let startIndex = 0; + let matchIndex = text.search(termRegex); + if (matchIndex > -1) { + const markFragment = document.createDocumentFragment(); + while (matchIndex > -1) { + const prefix = text.slice(startIndex, matchIndex); + markFragment.appendChild(document.createTextNode(prefix)); + + const mark = document.createElement("mark"); + mark.appendChild( + document.createTextNode( + text.slice(matchIndex, matchIndex + term.length) + ) + ); + markFragment.appendChild(mark); + + startIndex = matchIndex + term.length; + matchIndex = text.slice(startIndex).search(new RegExp(term, "ig")); + if (matchIndex > -1) { + matchIndex = startIndex + matchIndex; + } + } + if (startIndex < text.length) { + markFragment.appendChild( + document.createTextNode(text.slice(startIndex, text.length)) + ); + } + + el.replaceChild(markFragment, node); + } + } else if (node.nodeType === Node.ELEMENT_NODE) { + // recurse through elements + highlight(term, node); + } + } +} + +/* Link Handling */ +// get the offset from this page for a given site root relative url +function offsetURL(url) { + var offset = getMeta("quarto:offset"); + return offset ? offset + url : url; +} + +// read a meta tag value +function getMeta(metaName) { + var metas = window.document.getElementsByTagName("meta"); + for (let i = 0; i < metas.length; i++) { + if (metas[i].getAttribute("name") === metaName) { + return metas[i].getAttribute("content"); + } + } + return ""; +} + +function algoliaSearch(query, limit, algoliaOptions) { + const { getAlgoliaResults } = window["@algolia/autocomplete-preset-algolia"]; + + const applicationId = algoliaOptions["application-id"]; + const searchOnlyApiKey = algoliaOptions["search-only-api-key"]; + const indexName = algoliaOptions["index-name"]; + const indexFields = algoliaOptions["index-fields"]; + const searchClient = window.algoliasearch(applicationId, searchOnlyApiKey); + const searchParams = algoliaOptions["params"]; + const searchAnalytics = !!algoliaOptions["analytics-events"]; + + return getAlgoliaResults({ + searchClient, + queries: [ + { + indexName: indexName, + query, + params: { + hitsPerPage: limit, + clickAnalytics: searchAnalytics, + ...searchParams, + }, + }, + ], + transformResponse: (response) => { + if (!indexFields) { + return response.hits.map((hit) => { + return hit.map((item) => { + return { + ...item, + text: highlightMatch(query, item.text), + }; + }); + }); + } else { + const remappedHits = response.hits.map((hit) => { + return hit.map((item) => { + const newItem = { ...item }; + ["href", "section", "title", "text", "crumbs"].forEach( + (keyName) => { + const mappedName = indexFields[keyName]; + if ( + mappedName && + item[mappedName] !== undefined && + mappedName !== keyName + ) { + newItem[keyName] = item[mappedName]; + delete newItem[mappedName]; + } + } + ); + newItem.text = highlightMatch(query, newItem.text); + return newItem; + }); + }); + return remappedHits; + } + }, + }); +} + +function fuseSearch(query, fuse, fuseOptions) { + return fuse.search(query, fuseOptions).map((result) => { + const addParam = (url, name, value) => { + const anchorParts = url.split("#"); + const baseUrl = anchorParts[0]; + const sep = baseUrl.search("\\?") > 0 ? 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div.vis-manipulation 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div.vis-manipulation div.vis-none:hover{box-shadow:1px 1px 8px transparent;cursor:default}div.vis-network div.vis-manipulation div.vis-none:active{box-shadow:1px 1px 8px transparent}div.vis-network div.vis-manipulation div.vis-none{line-height:23px;padding:0}div.vis-network div.vis-manipulation div.notification{font-weight:700;margin:2px}div.vis-network div.vis-manipulation 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div.vis-edit-mode button.vis-button.vis-edit,div.vis-network div.vis-manipulation button.vis-button.vis-edit{background-image:url("data:image/png;base64,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div.vis-edit-mode button.vis-button.vis-edit.vis-edit-mode{background-color:#fcfcfc;border:1px solid #ccc}div.vis-network div.vis-manipulation button.vis-button.vis-connect{background-image:url("data:image/png;base64,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div.vis-manipulation button.vis-button.vis-delete{background-image:url("data:image/png;base64,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      December 9, 2023

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      +canaper +

      +

      R package for categorial analysis of neo-and paleo-endemism.

      +

      Code Website

      +

      +taxastand +

      +

      R package for taxonomic name resolution.

      +

      Code Website

      +

      +dwctaxon +

      +

      R package for handling taxonomic data in Darwin Core format.

      +

      Code Website

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      + + + + + + diff --git a/talks.html b/talks.html new file mode 100644 index 0000000..20ca674 --- /dev/null +++ b/talks.html @@ -0,0 +1,1214 @@ + + + + + + + + +Joel Nitta - Recorded Talks + + + + + + + + + + + + + + +
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      Recorded Talks

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      December 9, 2023

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      +【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ +

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      +ferns +
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      +       +
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      +Managing bioinformatics pipelines with R (rOpenSci community call) +

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      +R +
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      +       +
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      +taxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 talk) +

      +
      + +
      +
      +
      +R +
      +
      +biodiversity +
      +
      +conference presentation +
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      +       +
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      + +

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      +DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium Talk) +

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      + +

      +

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      +Translation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 talk) +

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      +carpentries +
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      +translation +
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      +       +
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      + +

      +

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      +Resolving Species Names Rapidly and Accurately with taxastand (Botany 2022 poster) +

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      + +

      +

      +
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      +An Open and Continuously Updated Fern Tree of Life (Botany 2022 talk) +

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      + +

      +

      +
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      +An Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen Poster) +

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      + +

      +

      +
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      +Modular, reproducible bioinformatics workflows with the targets R package (ISCBacademy Tutorial) +

      +
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      + +

      +

      +
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      +How to use {targets} for effective workflows in R (BioC Asia meetup) +

      +
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      + +

      +

      +
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      +データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介 +

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      +
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      +

      + +

      +

      +
      +
      +

      +canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 Poster) +

      +
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      +R +
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      +
      + + +
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      +Jul 19, 2021 +
      +       +
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      + +

      +

      +
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      +Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 talk) +

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      +       +
      +
      +
      +
      +No matching items +
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      +
      + + + + + + diff --git a/talks/2020-07-27_botany.html b/talks/2020-07-27_botany.html new file mode 100644 index 0000000..0cd8d0a --- /dev/null +++ b/talks/2020-07-27_botany.html @@ -0,0 +1,726 @@ + + + + + + + + + + +Joel Nitta - Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 talk) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
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      Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 talk)

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      ferns
      +
      biodiversity
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      conference presentation
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      Published
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      +

      July 27, 2020

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      Resources

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      + + + + + \ No newline at end of file diff --git a/talks/2020-07-27_botany.ja.html b/talks/2020-07-27_botany.ja.html new file mode 100644 index 0000000..7685b2e --- /dev/null +++ b/talks/2020-07-27_botany.ja.html @@ -0,0 +1,725 @@ + + + + + + + + + +Joel Nitta - Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 口頭発表) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
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      +

      Exploring Dimensions of Biodiversity in Japanese Ferns (Botany 2020 口頭発表)

      +
      +
      シダ植物
      +
      生物多様性
      +
      学会発表
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      + + + +
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      公開
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      +

      2020年7月27日

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      資料

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      +
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      + +
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      +

      canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 Poster)

      +
      +
      R
      +
      biodiversity
      +
      conference presentation
      +
      +
      + + + +
      + + +
      +
      Published
      +
      +

      July 19, 2021

      +
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      +

      Resources

      + + + +
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      + + + + + \ No newline at end of file diff --git a/talks/2021-07-19_botany.ja.html b/talks/2021-07-19_botany.ja.html new file mode 100644 index 0000000..fba9957 --- /dev/null +++ b/talks/2021-07-19_botany.ja.html @@ -0,0 +1,725 @@ + + + + + + + + + +Joel Nitta - canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 ポスター) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      + + + + +
      + +
      +
      +

      canaper: Categorical analysis of neo- and paleo-endemism in R (Botany 2021 ポスター)

      +
      +
      R
      +
      生物多様性
      +
      学会発表
      +
      +
      + + + +
      + + +
      +
      公開
      +
      +

      2021年7月19日

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      資料

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      +
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      + + + + +
      + +
      +
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      データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介

      +
      +
      R
      +
      targets
      +
      tutorial
      +
      +
      + + + +
      + + +
      +
      Published
      +
      +

      January 12, 2022

      +
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      +

      Resources

      + + + +
      + +
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      + + + + + \ No newline at end of file diff --git a/talks/2022-01-12_biohack.ja.html b/talks/2022-01-12_biohack.ja.html new file mode 100644 index 0000000..b8b240b --- /dev/null +++ b/talks/2022-01-12_biohack.ja.html @@ -0,0 +1,724 @@ + + + + + + + + + +Joel Nitta - データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
      + +
      + + + + +
      + +
      +
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      データ解析ワークフローを無駄なく、再現可能にするRパッケージ｢targets｣の紹介

      +
      +
      R
      +
      「targets」Rパッケージ
      +
      チュートリアル
      +
      +
      + + + +
      + + +
      +
      公開
      +
      +

      2022年1月12日

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      資料

      + + + +
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      + + + + + \ No newline at end of file diff --git a/talks/2022-01-12_biohack.png b/talks/2022-01-12_biohack.png new file mode 100644 index 0000000..bae71e2 Binary files /dev/null and b/talks/2022-01-12_biohack.png differ diff --git a/talks/2022-03-17_india.html b/talks/2022-03-17_india.html new file mode 100644 index 0000000..70ba873 --- /dev/null +++ b/talks/2022-03-17_india.html @@ -0,0 +1,725 @@ + + + + + + + + + + +Joel Nitta - DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium Talk) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      +
      + +
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      + + + + +
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      +
      +

      DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium Talk)

      +
      +
      ferns
      +
      conference presentation
      +
      invited
      +
      +
      + + + +
      + + +
      +
      Published
      +
      +

      September 27, 2022

      +
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      +

      Resources

      + + + +
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      DNA Barcoding of Fern Gametophytes: Past, Present, and Future (XVI Indian Fern Symposium 口頭発表)

      +
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      シダ植物
      +
      学会発表
      +
      招待あり
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      公開
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      2022年9月27日

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      How to use {targets} for effective workflows in R (BioC Asia meetup)

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      R
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      targets
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      tutorial
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      Published
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      May 7, 2022

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      Resources

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      How to use {targets} for effective workflows in R (BioC Asia ミートアップ)

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      +
      R
      +
      「targets」Rパッケージ
      +
      チュートリアル
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      + + + +
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      公開
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      2022年5月7日

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      Modular, reproducible bioinformatics workflows with the targets R package (ISCBacademy Tutorial)

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      R
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      targets
      +
      tutorial
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      Published
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      June 30, 2022

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      Resources

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      Modular, reproducible bioinformatics workflows with the targets R package (ISCBacademy チュートリアル)

      +
      +
      R
      +
      「targets」Rパッケージ
      +
      チュートリアル
      +
      +
      + + + +
      + + +
      +
      公開
      +
      +

      2022年6月30日

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      資料

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      An Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen Poster)

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      ferns
      +
      conference presentation
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      Published
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      +

      July 13, 2022

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      Resources

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      An Open and Continuously Updated Fern Tree of Life (ISMB EvolCompGen ポスター)

      +
      +
      シダ植物
      +
      学会発表
      +
      +
      + + + +
      + + +
      +
      公開
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      +

      2022年7月13日

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      資料

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      An Open and Continuously Updated Fern Tree of Life (Botany 2022 talk)

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      ferns
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      conference presentation
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      +
      + + + +
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      +
      Published
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      +

      July 24, 2022

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      Resources

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      An Open and Continuously Updated Fern Tree of Life (Botany 2022 口頭発表)

      +
      +
      シダ植物
      +
      学会発表
      +
      +
      + + + +
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      公開
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      +

      2022年7月24日

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      資料

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      Resolving Species Names Rapidly and Accurately with taxastand (Botany 2022 poster)

      +
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      R
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      conference presentation
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      Published
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      +

      July 24, 2022

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      Resources

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      +
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      Resolving Species Names Rapidly and Accurately with taxastand (Botany 2022 ポスター)

      +
      +
      R
      +
      学会発表
      +
      +
      + + + +
      + + +
      +
      公開
      +
      +

      2022年7月24日

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      資料

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      + + + + + \ No newline at end of file diff --git a/talks/2022-07-24_botany_taxastand.png b/talks/2022-07-24_botany_taxastand.png new file mode 100644 index 0000000..a7c06f9 Binary files /dev/null and b/talks/2022-07-24_botany_taxastand.png differ diff --git a/talks/2022-08-10_carptrans.html b/talks/2022-08-10_carptrans.html new file mode 100644 index 0000000..ddc56db --- /dev/null +++ b/talks/2022-08-10_carptrans.html @@ -0,0 +1,723 @@ + + + + + + + + + + +Joel Nitta - Translation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 talk) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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      Translation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 talk)

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      carpentries
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      translation
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      + + +
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      Published
      +
      +

      August 10, 2022

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      Resources

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      Translation at The Carpentries: Technology Past, Present, and Future (CarpentryCon 2022 口頭発表)

      +
      +
      カーペントリーズ
      +
      翻訳
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      +
      + + + +
      + + +
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      公開
      +
      +

      2022年8月10日

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      資料

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      taxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 talk)

      +
      +
      R
      +
      biodiversity
      +
      conference presentation
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      +
      + + + +
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      +
      Published
      +
      +

      September 27, 2022

      +
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      Resources

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      +
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      + + + + +
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      +

      taxastand and dwctaxon: A pair of R packages for standardizing species names in Darwin Core format (BioDigiCon 2022 口頭発表)

      +
      +
      R
      +
      生物多様性
      +
      学会発表
      +
      +
      + + + +
      + + +
      +
      公開
      +
      +

      2022年9月27日

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      資料

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      +
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      Managing bioinformatics pipelines with R (rOpenSci community call)

      +
      +
      R
      +
      targets
      +
      tutorial
      +
      +
      + + + +
      + + +
      +
      Published
      +
      +

      January 1, 2023

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      Resources

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      +
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      Managing bioinformatics pipelines with R (rOpenSci コミュニティー・コール)

      +
      +
      R
      +
      「targets」Rパッケージ
      +
      チュートリアル
      +
      +
      + + + +
      + + +
      +
      公開
      +
      +

      2023年1月1日

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      資料

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      【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ

      +
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      ferns
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      + + + +
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      Published
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      January 23, 2023

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      Resources

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      【研究者に聞いてみた】シダ植物の多様性：進化生態学的なアプローチ

      +
      +
      シダ植物
      +
      +
      + + + +
      + + +
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      公開
      +
      +

      2023年1月23日

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      資料

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      +

      Courses

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      Published
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      December 9, 2023

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      Biodiversity and Japan

      +

      Reproducible Data Analysis

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