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selenium_slides.html
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<?xml version="1.0" encoding="utf-8" ?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta http-equiv="Content-Style-Type" content="text/css" />
<meta name="generator" content="pandoc" />
<meta name="author" content="Charlie Zhang" />
<title>Selenium</title>
<style type="text/css">
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
span.underline{text-decoration: underline;}
div.column{display: inline-block; vertical-align: top; width: 50%;}
div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
ul.task-list{list-style: none;}
code.sourceCode > span { display: inline-block; line-height: 1.25; }
code.sourceCode > span { color: inherit; text-decoration: inherit; }
code.sourceCode > span:empty { height: 1.2em; }
.sourceCode { overflow: visible; }
code.sourceCode { white-space: pre; position: relative; }
div.sourceCode { margin: 1em 0; }
pre.sourceCode { margin: 0; }
@media screen {
div.sourceCode { overflow: auto; }
}
@media print {
code.sourceCode { white-space: pre-wrap; }
code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
}
pre.numberSource code
{ counter-reset: source-line 0; }
pre.numberSource code > span
{ position: relative; left: -4em; counter-increment: source-line; }
pre.numberSource code > span > a:first-child::before
{ content: counter(source-line);
position: relative; left: -1em; text-align: right; vertical-align: baseline;
border: none; display: inline-block;
-webkit-touch-callout: none; -webkit-user-select: none;
-khtml-user-select: none; -moz-user-select: none;
-ms-user-select: none; user-select: none;
padding: 0 4px; width: 4em;
color: #aaaaaa;
}
pre.numberSource { margin-left: 3em; border-left: 1px solid #aaaaaa; padding-left: 4px; }
div.sourceCode
{ }
@media screen {
code.sourceCode > span > a:first-child::before { text-decoration: underline; }
}
code span.al { color: #ff0000; font-weight: bold; } /* Alert */
code span.an { color: #60a0b0; font-weight: bold; font-style: italic; } /* Annotation */
code span.at { color: #7d9029; } /* Attribute */
code span.bn { color: #40a070; } /* BaseN */
code span.bu { } /* BuiltIn */
code span.cf { color: #007020; font-weight: bold; } /* ControlFlow */
code span.ch { color: #4070a0; } /* Char */
code span.cn { color: #880000; } /* Constant */
code span.co { color: #60a0b0; font-style: italic; } /* Comment */
code span.cv { color: #60a0b0; font-weight: bold; font-style: italic; } /* CommentVar */
code span.do { color: #ba2121; font-style: italic; } /* Documentation */
code span.dt { color: #902000; } /* DataType */
code span.dv { color: #40a070; } /* DecVal */
code span.er { color: #ff0000; font-weight: bold; } /* Error */
code span.ex { } /* Extension */
code span.fl { color: #40a070; } /* Float */
code span.fu { color: #06287e; } /* Function */
code span.im { } /* Import */
code span.in { color: #60a0b0; font-weight: bold; font-style: italic; } /* Information */
code span.kw { color: #007020; font-weight: bold; } /* Keyword */
code span.op { color: #666666; } /* Operator */
code span.ot { color: #007020; } /* Other */
code span.pp { color: #bc7a00; } /* Preprocessor */
code span.sc { color: #4070a0; } /* SpecialChar */
code span.ss { color: #bb6688; } /* SpecialString */
code span.st { color: #4070a0; } /* String */
code span.va { color: #19177c; } /* Variable */
code span.vs { color: #4070a0; } /* VerbatimString */
code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warning */
</style>
<style type="text/css">
code.sourceCode > span { display: inline-block; line-height: 1.25; }
code.sourceCode > span { color: inherit; text-decoration: inherit; }
code.sourceCode > span:empty { height: 1.2em; }
.sourceCode { overflow: visible; }
code.sourceCode { white-space: pre; position: relative; }
div.sourceCode { margin: 1em 0; }
pre.sourceCode { margin: 0; }
@media screen {
div.sourceCode { overflow: auto; }
}
@media print {
code.sourceCode { white-space: pre-wrap; }
code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
}
pre.numberSource code
{ counter-reset: source-line 0; }
pre.numberSource code > span
{ position: relative; left: -4em; counter-increment: source-line; }
pre.numberSource code > span > a:first-child::before
{ content: counter(source-line);
position: relative; left: -1em; text-align: right; vertical-align: baseline;
border: none; display: inline-block;
-webkit-touch-callout: none; -webkit-user-select: none;
-khtml-user-select: none; -moz-user-select: none;
-ms-user-select: none; user-select: none;
padding: 0 4px; width: 4em;
color: #aaaaaa;
}
pre.numberSource { margin-left: 3em; border-left: 1px solid #aaaaaa; padding-left: 4px; }
div.sourceCode
{ }
@media screen {
code.sourceCode > span > a:first-child::before { text-decoration: underline; }
}
code span.al { color: #ff0000; font-weight: bold; } /* Alert */
code span.an { color: #60a0b0; font-weight: bold; font-style: italic; } /* Annotation */
code span.at { color: #7d9029; } /* Attribute */
code span.bn { color: #40a070; } /* BaseN */
code span.bu { } /* BuiltIn */
code span.cf { color: #007020; font-weight: bold; } /* ControlFlow */
code span.ch { color: #4070a0; } /* Char */
code span.cn { color: #880000; } /* Constant */
code span.co { color: #60a0b0; font-style: italic; } /* Comment */
code span.cv { color: #60a0b0; font-weight: bold; font-style: italic; } /* CommentVar */
code span.do { color: #ba2121; font-style: italic; } /* Documentation */
code span.dt { color: #902000; } /* DataType */
code span.dv { color: #40a070; } /* DecVal */
code span.er { color: #ff0000; font-weight: bold; } /* Error */
code span.ex { } /* Extension */
code span.fl { color: #40a070; } /* Float */
code span.fu { color: #06287e; } /* Function */
code span.im { } /* Import */
code span.in { color: #60a0b0; font-weight: bold; font-style: italic; } /* Information */
code span.kw { color: #007020; font-weight: bold; } /* Keyword */
code span.op { color: #666666; } /* Operator */
code span.ot { color: #007020; } /* Other */
code span.pp { color: #bc7a00; } /* Preprocessor */
code span.sc { color: #4070a0; } /* SpecialChar */
code span.ss { color: #bb6688; } /* SpecialString */
code span.st { color: #4070a0; } /* String */
code span.va { color: #19177c; } /* Variable */
code span.vs { color: #4070a0; } /* VerbatimString */
code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warning */
</style>
<style type="text/css">
body
{
margin: 0 0 0 0;
padding: 0 0 0 0;
width: 100%;
height: 100%;
color: black;
background-color: white;
font-family: "Gill Sans MT", "Gill Sans", GillSans, sans-serif;
font-size: 14pt;
}
div.toolbar {
position: fixed; z-index: 200;
top: auto; bottom: 0; left: 0; right: 0;
height: 1.2em; text-align: right;
padding-left: 1em;
padding-right: 1em; font-size: 60%;
color: DimGray;
background-color: rgb(240,240,240);
border-top: solid 1px rgb(180,180,180);
}
div.toolbar span.copyright {
color: DimGray;
margin-left: 0.5em;
}
div.initial_prompt {
position: absolute;
z-index: 1000;
bottom: 1.2em;
width: 100%;
background-color: rgb(200,200,200);
opacity: 0.35;
background-color: rgb(200,200,200, 0.35);
cursor: pointer;
}
div.initial_prompt p.help {
text-align: center;
}
div.initial_prompt p.close {
text-align: right;
font-style: italic;
}
div.slidy_toc {
position: absolute;
z-index: 300;
width: 60%;
max-width: 30em;
height: 30em;
overflow: auto;
top: auto;
right: auto;
left: 4em;
bottom: 4em;
padding: 1em;
background: rgb(240,240,240);
border-style: solid;
border-width: 2px;
font-size: 60%;
}
div.slidy_toc .toc_heading {
text-align: center;
width: 100%;
margin: 0;
margin-bottom: 1em;
border-bottom-style: solid;
border-bottom-color: rgb(180,180,180);
border-bottom-width: 1px;
}
div.slide {
z-index: 20;
margin: 0 0 0 0;
padding-top: 0;
padding-bottom: 0;
padding-left: 20px;
padding-right: 20px;
border-width: 0;
clear: both;
top: 0;
bottom: 0;
left: 0;
right: 0;
line-height: 120%;
background-color: transparent;
}
div.background {
display: none;
}
div.handout {
margin-left: 20px;
margin-right: 20px;
}
div.slide.titlepage {
text-align: center;
}
div.slide.titlepage h1 {
padding-top: 10%;
margin-right: 0;
}
div.slide h1 {
padding-left: 0;
padding-right: 20pt;
padding-top: 4pt;
padding-bottom: 4pt;
margin-top: 0;
margin-left: 0;
margin-right: 60pt;
margin-bottom: 0.5em;
display: block; font-size: 160%;
line-height: 1.2em;
background: transparent;
}
@media screen and (max-device-width: 1024px)
{
div.slide { font-size: 100%; }
}
@media screen and (max-device-width: 800px)
{
div.slide { font-size: 200%; }
div.slidy_toc {
top: 1em;
left: 1em;
right: auto;
width: 80%;
font-size: 180%;
}
}
div.toc-heading {
width: 100%;
border-bottom: solid 1px rgb(180,180,180);
margin-bottom: 1em;
text-align: center;
}
img {
image-rendering: optimize-quality;
}
pre {
font-size: 80%;
font-weight: bold;
line-height: 120%;
padding-top: 0.2em;
padding-bottom: 0.2em;
padding-left: 1em;
padding-right: 1em;
border-style: solid;
border-left-width: 1em;
border-top-width: thin;
border-right-width: thin;
border-bottom-width: thin;
border-color: #95ABD0;
color: #00428C;
background-color: #E4E5E7;
}
li pre { margin-left: 0; }
blockquote { font-style: italic }
img { background-color: transparent }
p.copyright { font-size: smaller }
.center { text-align: center }
.footnote { font-size: smaller; margin-left: 2em; }
a img { border-width: 0; border-style: none }
a:visited { color: navy }
a:link { color: navy }
a:hover { color: red; text-decoration: underline }
a:active { color: red; text-decoration: underline }
a {text-decoration: none}
.toolbar a:link {color: blue}
.toolbar a:visited {color: blue}
.toolbar a:active {color: red}
.toolbar a:hover {color: red}
ul { list-style-type: square; }
ul ul { list-style-type: disc; }
ul ul ul { list-style-type: circle; }
ul ul ul ul { list-style-type: disc; }
li { margin-left: 0.5em; margin-top: 0.5em; }
li li { font-size: 85%; font-style: italic }
li li li { font-size: 85%; font-style: normal }
div dt
{
margin-left: 0;
margin-top: 1em;
margin-bottom: 0.5em;
font-weight: bold;
}
div dd
{
margin-left: 2em;
margin-bottom: 0.5em;
}
p,pre,ul,ol,blockquote,h2,h3,h4,h5,h6,dl,table {
margin-left: 1em;
margin-right: 1em;
}
p.subhead { font-weight: bold; margin-top: 2em; }
.smaller { font-size: smaller }
.bigger { font-size: 130% }
td,th { padding: 0.2em }
ul {
margin: 0.5em 1.5em 0.5em 1.5em;
padding: 0;
}
ol {
margin: 0.5em 1.5em 0.5em 1.5em;
padding: 0;
}
ul { list-style-type: square; }
ul ul { list-style-type: disc; }
ul ul ul { list-style-type: circle; }
ul ul ul ul { list-style-type: disc; }
ul li { list-style: square;
margin: 0.1em 0em 0.6em 0;
padding: 0 0 0 0;
line-height: 140%;
}
ol li { margin: 0.1em 0em 0.6em 1.5em;
padding: 0 0 0 0px;
line-height: 140%;
list-style-type: decimal;
}
li ul li { font-size: 85%; font-style: italic;
list-style-type: disc;
background: transparent;
padding: 0 0 0 0;
}
li li ul li { font-size: 85%; font-style: normal;
list-style-type: circle;
background: transparent;
padding: 0 0 0 0;
}
li li li ul li {
list-style-type: disc;
background: transparent;
padding: 0 0 0 0;
}
li ol li {
list-style-type: decimal;
}
li li ol li {
list-style-type: decimal;
}
ol.outline li:hover { cursor: pointer }
ol.outline li.nofold:hover { cursor: default }
ul.outline li:hover { cursor: pointer }
ul.outline li.nofold:hover { cursor: default }
ol.outline { list-style:decimal; }
ol.outline ol { list-style-type:lower-alpha }
ol.outline li.nofold {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAIACAMzMzOvr/ywAAAAACQAJAAACD4SPoRvG614Dctb4MEMcFAA7) no-repeat 0px 0.5em;
}
ol.outline li.unfolded {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAMPD/8zMzOvr/////ywAAAAACQAJAAACEYyPoivG614LAlg7ZZbxoR8UADs=) no-repeat 0px 0.5em;
}
ol.outline li.folded {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAMPD/8zMzOvr/////ywAAAAACQAJAAACFIyPoiu2sJyCyoF7W3hxz850CFIAADs=) no-repeat 0px 0.5em;
}
ol.outline li.unfolded:hover {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAAAAAAAA/8PD/////ywAAAAACQAJAAACEYSPoivG614DIlg7ZZbxoQ8UADs=) no-repeat 0px 0.5em;
}
ol.outline li.folded:hover {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAAAAAAAA/8PD/////ywAAAAACQAJAAACFISPoiu2sZyCyoV7G3hxz850CFIAADs=) no-repeat 0px 0.5em;
}
ul.outline li.nofold {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAIACAMzMzOvr/ywAAAAACQAJAAACD4SPoRvG614Dctb4MEMcFAA7) no-repeat 0px 0.5em;
}
ul.outline li.unfolded {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAMPD/8zMzOvr/////ywAAAAACQAJAAACEYyPoivG614LAlg7ZZbxoR8UADs=) no-repeat 0px 0.5em;
}
ul.outline li.folded {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAMPD/8zMzOvr/////ywAAAAACQAJAAACFIyPoiu2sJyCyoF7W3hxz850CFIAADs=) no-repeat 0px 0.5em;
}
ul.outline li.unfolded:hover {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAAAAAAAA/8PD/////ywAAAAACQAJAAACEYSPoivG614DIlg7ZZbxoQ8UADs=) no-repeat 0px 0.5em;
}
ul.outline li.folded:hover {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAAAAAAAA/8PD/////ywAAAAACQAJAAACFISPoiu2sZyCyoV7G3hxz850CFIAADs=) no-repeat 0px 0.5em;
}
a.titleslide { font-weight: bold; font-style: italic }
img.hidden { display: none; visibility: hidden }
div.initial_prompt { display: none; visibility: hidden }
div.slide {
visibility: visible;
position: inherit;
}
div.handout {
border-top-style: solid;
border-top-width: thin;
border-top-color: black;
}
@media screen {
.hidden { display: none; visibility: visible }
div.slide.hidden { display: block; visibility: visible }
div.handout.hidden { display: block; visibility: visible }
div.background { display: none; visibility: hidden }
body.single_slide div.initial_prompt { display: block; visibility: visible }
body.single_slide div.background { display: block; visibility: visible }
body.single_slide div.background.hidden { display: none; visibility: hidden }
body.single_slide .invisible { visibility: hidden }
body.single_slide .hidden { display: none; visibility: hidden }
body.single_slide div.slide { position: absolute }
body.single_slide div.handout { display: none; visibility: hidden }
}
@media print {
.hidden { display: block; visibility: visible }
div.slide pre { font-size: 60%; padding-left: 0.5em; }
div.toolbar { display: none; visibility: hidden; }
div.slidy_toc { display: none; visibility: hidden; }
div.background { display: none; visibility: hidden; }
div.slide { page-break-before: always }
div.slide.first-slide { page-break-before: avoid }
}
.jslider table {
margin-left: 0em;
margin-right: 0em;
}
table.dataTable, .shiny-datatable-output div {
font-size: 14pt;
}
.dataTables_info, .dataTables_paginate {
font-size: 19px;
}
pre.sourceCode, code.sourceCode {
font-size: 80%;
}
label, button, input, select, textarea {
font-size: 14pt;
}
ul.nav, ul.nav li {
list-style-type: none;
}
</style>
<script src="data:application/javascript;base64,/* slidy.js

   Copyright (c) 2005-2013 W3C (MIT, ERCIM, Keio), All Rights Reserved.
   W3C liability, trademark, document use and software licensing
   rules apply, see:

   http://www.w3.org/Consortium/Legal/copyright-documents
   http://www.w3.org/Consortium/Legal/copyright-software

   Defines single name "w3c_slidy" in global namespace
   Adds event handlers without trampling on any others
*/

// the slidy object implementation
var w3c_slidy = {
  // classify which kind of browser we're running under
  ns_pos: (typeof window.pageYOffset!='undefined'),
  khtml: ((navigator.userAgent).indexOf("KHTML") >= 0 ? true : false),
  opera: ((navigator.userAgent).indexOf("Opera") >= 0 ? true : false),
  ipad: ((navigator.userAgent).indexOf("iPad") >= 0 ? true : false),
  iphone: ((navigator.userAgent).indexOf("iPhone") >= 0 ? true : false),
  android: ((navigator.userAgent).indexOf("Android") >= 0 ? true : false),
  ie: (typeof document.all != "undefined" && !this.opera),
  ie6: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 6") != -1),
  ie7: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 7") != -1),
  ie8: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 8") != -1),
  ie9: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 9") != -1),

  // data for swipe and double tap detection on touch screens
  last_tap: 0,
  prev_tap: 0,
  start_x: 0,
  start_y: 0,
  delta_x: 0,
  delta_y: 0,

  // are we running as XHTML? (doesn't work on Opera)
  is_xhtml: /xml/.test(document.contentType),

  slide_number: 0, // integer slide count: 0, 1, 2, ...
  slide_number_element: null, // element containing slide number
  slides: [], // set to array of slide div's
  notes: [], // set to array of handout div's
  backgrounds: [], // set to array of background div's
  observers: [], // list of observer functions
  toolbar: null, // element containing toolbar
  title: null, // document title
  last_shown: null, // last incrementally shown item
  eos: null,  // span element for end of slide indicator
  toc: null, // table of contents
  outline: null, // outline element with the focus
  selected_text_len: 0, // length of drag selection on document
  view_all: 0,  // 1 to view all slides + handouts
  want_toolbar: true,  // user preference to show/hide toolbar
  mouse_click_enabled: true, // enables left click for next slide
  scroll_hack: 0, // IE work around for position: fixed
  disable_slide_click: false,  // used by clicked anchors

  lang: "en", // updated to language specified by html file

  help_anchor: null, // used for keyboard focus hack in showToolbar()
  help_page: "http://www.w3.org/Talks/Tools/Slidy2/help/help.html",
  help_text: "Navigate with mouse click, space bar, Cursor Left/Right, " +
             "or Pg Up and Pg Dn. Use S and B to change font size.",

  size_index: 0,
  size_adjustment: 0,
  sizes:  new Array("10pt", "12pt", "14pt", "16pt", "18pt", "20pt",
                    "22pt", "24pt", "26pt", "28pt", "30pt", "32pt"),

  // needed for efficient resizing
  last_width: 0,
  last_height: 0,


  // Needed for cross browser support for relative width/height on
  // object elements. The work around is to save width/height attributes
  // and then to recompute absolute width/height dimensions on resizing
   objects: [],

  // attach initialiation event handlers
  set_up: function () {
    var init = function() { w3c_slidy.init(); };
    if (typeof window.addEventListener != "undefined")
      window.addEventListener("load", init, false);
    else
      window.attachEvent("onload", init);
  },

  hide_slides: function () {
    if (document.body && !w3c_slidy.initialized)
      document.body.style.visibility = "hidden";
    else
      setTimeout(w3c_slidy.hide_slides, 50);
  },

  // hack to persuade IE to compute correct document height
  // as needed for simulating fixed positioning of toolbar
  ie_hack: function () {
    window.resizeBy(0,-1);
    window.resizeBy(0, 1);
  },

  init: function () {
    //alert("slidy starting test 10");
    document.body.style.visibility = "visible";
    this.init_localization();
    this.add_toolbar();
    this.wrap_implicit_slides();
    this.collect_slides();
    this.collect_notes();
    this.collect_backgrounds();
    this.objects = document.body.getElementsByTagName("object");
    this.patch_anchors();
    this.slide_number = this.find_slide_number(location.href);
    window.offscreenbuffering = true;
    this.size_adjustment = this.find_size_adjust();
    this.time_left = this.find_duration();
    this.hide_image_toolbar();  // suppress IE image toolbar popup
    this.init_outliner();  // activate fold/unfold support
    this.title = document.title;
    this.keyboardless = (this.ipad||this.iphone||this.android);

    if (this.keyboardless)
    {
      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
      this.want_toolbar = 0;
    }

    // work around for opera bug
    this.is_xhtml = (document.body.tagName == "BODY" ? false : true);

    if (this.slides.length > 0)
    {
      var slide = this.slides[this.slide_number];
   
      if (this.slide_number > 0)
      {
        this.set_visibility_all_incremental("visible");
        this.last_shown = this.previous_incremental_item(null);
        this.set_eos_status(true);
      }
      else
      {
        this.last_shown = null;
        this.set_visibility_all_incremental("hidden");
        this.set_eos_status(!this.next_incremental_item(this.last_shown));
      }

      this.set_location();
      this.add_class(this.slides[0], "first-slide");
      w3c_slidy.show_slide(slide);
    }

    this.toc = this.table_of_contents();

    this.add_initial_prompt();

    // bind event handlers without interfering with custom page scripts
    // Tap events behave too weirdly to support clicks reliably on
    // iPhone and iPad, so exclude these from click handler

    if (!this.keyboardless)
    {
      this.add_listener(document.body, "click", this.mouse_button_click);
      this.add_listener(document.body, "mousedown", this.mouse_button_down);
    }

    this.add_listener(document, "keydown", this.key_down);
    this.add_listener(document, "keypress", this.key_press);
    this.add_listener(window, "resize", this.resized);
    this.add_listener(window, "scroll", this.scrolled);
    this.add_listener(window, "unload", this.unloaded);

    this.add_listener(document, "gesturechange", function ()
    {
      return false;
    });

    this.attach_touch_handers(this.slides);

    // this seems to be a debugging hack
    //if (!document.body.onclick)
    //  document.body.onclick = function () { };

    this.single_slide_view();

    //this.set_location();

    this.resized();

    if (this.ie7)
      setTimeout(w3c_slidy.ie_hack, 100);

    this.show_toolbar();

    // for back button detection
    setInterval(function () { w3c_slidy.check_location(); }, 200);
    w3c_slidy.initialized = true;
  },

  // create div element with links to each slide
  table_of_contents: function () {
    var toc = this.create_element("div");
    this.add_class(toc, "slidy_toc hidden");
    //toc.setAttribute("tabindex", "0");

    var heading = this.create_element("div");
    this.add_class(heading, "toc-heading");
    heading.innerHTML = this.localize("Table of Contents");

    toc.appendChild(heading);
    var previous = null;

    for (var i = 0; i < this.slides.length; ++i)
    {
      var title = this.has_class(this.slides[i], "title");
      var num = document.createTextNode((i + 1) + ". ");

      toc.appendChild(num);

      var a = this.create_element("a");
      a.setAttribute("href", "#(" + (i+1) + ")");

      if (title)
        this.add_class(a, "titleslide");

      var name = document.createTextNode(this.slide_name(i));
      a.appendChild(name);
      a.onclick = w3c_slidy.toc_click;
      a.onkeydown = w3c_slidy.toc_key_down;
      a.previous = previous;

      if (previous)
        previous.next = a;

      toc.appendChild(a);

      if (i == 0)
        toc.first = a;

      if (i < this.slides.length - 1)
      {
        var br = this.create_element("br");
        toc.appendChild(br);
      }

      previous = a;
    }

    toc.focus = function () {
      if (this.first)
        this.first.focus();
    }

    toc.onmouseup = w3c_slidy.mouse_button_up;

    toc.onclick = function (e) {
      e||(e=window.event);

      if (w3c_slidy.selected_text_len <= 0)
         w3c_slidy.hide_table_of_contents(true);

      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    };

    document.body.insertBefore(toc, document.body.firstChild);
    return toc;
  },

  is_shown_toc: function () {
    return !w3c_slidy.has_class(w3c_slidy.toc, "hidden");
  },

  show_table_of_contents: function () {
    w3c_slidy.remove_class(w3c_slidy.toc, "hidden");
    var toc = w3c_slidy.toc;
    toc.focus();

    if (w3c_slidy.ie7 && w3c_slidy.slide_number == 0)
      setTimeout(w3c_slidy.ie_hack, 100);
  },

  hide_table_of_contents: function (focus) {
    w3c_slidy.add_class(w3c_slidy.toc, "hidden");

    if (focus && !w3c_slidy.opera &&
        !w3c_slidy.has_class(w3c_slidy.toc, "hidden"))
      w3c_slidy.set_focus();
  },

  toggle_table_of_contents: function () {
    if (w3c_slidy.is_shown_toc())
      w3c_slidy.hide_table_of_contents(true);
    else
      w3c_slidy.show_table_of_contents();
  },

  // called on clicking toc entry
  toc_click: function (e) {
    if (!e)
      e = window.event;

    var target = w3c_slidy.get_target(e);

    if (target && target.nodeType == 1)
    {
      var uri = target.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
        var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }
    }

    w3c_slidy.hide_table_of_contents(true);
    if (w3c_slidy.ie7) w3c_slidy.ie_hack();
    w3c_slidy.stop_propagation(e);
    return w3c_slidy.cancel(e);
  },

  // called onkeydown for toc entry
  toc_key_down: function (event) {
    var key;

    if (!event)
      var event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey)
      return true;

    if (key == 13)
    {
      var uri = this.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
       var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }

      w3c_slidy.hide_table_of_contents(true);

      if (self.ie7)
       w3c_slidy.ie_hack();

      return w3c_slidy.cancel(event);
    }

    if (key == 40 && this.next)
    {
      this.next.focus();
      return w3c_slidy.cancel(event);
    }

    if (key == 38 && this.previous)
    {
      this.previous.focus();
      return w3c_slidy.cancel(event);
    }

    return true;
  },

  touchstart: function (e)
  {
    // a double touch often starts with a
    // single touch due to fingers touching
    // down at slightly different times
    // thus avoid calling preventDefault here
    this.prev_tap = this.last_tap;
    this.last_tap = (new Date).getTime();

    var tap_delay = this.last_tap - this.prev_tap;

    if (tap_delay <= 200)
    {
      // double tap
    }

    var touch = e.touches[0];

    this.pageX = touch.pageX;
    this.pageY = touch.pageY;
    this.screenX = touch.screenX;
    this.screenY = touch.screenY;
    this.clientX = touch.clientX;
    this.clientY = touch.clientY;

    this.delta_x = this.delta_y = 0;
  },

  touchmove: function (e)
  {
    // override native gestures for single touch
    if (e.touches.length > 1)
      return;

    e.preventDefault();
    var touch = e.touches[0];
    this.delta_x = touch.pageX - this.pageX;
    this.delta_y = touch.pageY - this.pageY;
  },

  touchend: function (e)
  {
    // default behavior for multi-touch
    if (e.touches.length > 1)
      return;

    var delay = (new Date).getTime() - this.last_tap;
    var dx = this.delta_x;
    var dy = this.delta_y;
    var abs_dx = Math.abs(dx);
    var abs_dy = Math.abs(dy);

    if (delay < 500 && (abs_dx > 100 || abs_dy > 100))
    {
      if (abs_dx > 0.5 * abs_dy)
      {
        e.preventDefault();

        if (dx < 0)
          w3c_slidy.next_slide(true);
        else
          w3c_slidy.previous_slide(true);
      }
      else if (abs_dy > 2 * abs_dx)
      {
        e.preventDefault();
        w3c_slidy.toggle_table_of_contents();
      }
    }
  },

  // ### OBSOLETE ###
  before_print: function () {
    this.show_all_slides();
    this.hide_toolbar();
    alert("before print");
  },

  // ### OBSOLETE ###
  after_print: function () {
    if (!this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
    }
    alert("after print");
  },

  // ### OBSOLETE ###
  print_slides: function () {
    this.before_print();
    window.print();
    this.after_print();
  },

  // ### OBSOLETE ?? ###
  toggle_view: function () {
    if (this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
      this.view_all = 0;
    }
    else
    {
      this.show_all_slides();
      this.hide_toolbar();
      this.view_all = 1;
    }
  },

  // prepare for printing  ### OBSOLETE ###
  show_all_slides: function () {
    this.remove_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
  },

  // restore after printing  ### OBSOLETE ###
  single_slide_view: function () {
    this.add_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
    this.last_shown = this.previous_incremental_item(null);
  },

  // suppress IE's image toolbar pop up
  hide_image_toolbar: function () {
    if (!this.ns_pos)
    {
      var images = document.getElementsByTagName("IMG");

      for (var i = 0; i < images.length; ++i)
        images[i].setAttribute("galleryimg", "no");
    }
  },

  unloaded: function (e) {
    //alert("unloaded");
  },

  // Safari and Konqueror don't yet support getComputedStyle()
  // and they always reload page when location.href is updated
  is_KHTML: function () {
    var agent = navigator.userAgent;
    return (agent.indexOf("KHTML") >= 0 ? true : false);
  },

  // find slide name from first h1 element
  // default to document title + slide number
  slide_name: function (index) {
    var name = null;
    var slide = this.slides[index];

    var heading = this.find_heading(slide);

    if (heading)
      name = this.extract_text(heading);

    if (!name)
      name = this.title + "(" + (index + 1) + ")";

    name.replace(/\&/g, "&amp;");
    name.replace(/\</g, "&lt;");
    name.replace(/\>/g, "&gt;");

    return name;
  },

  // find first h1 element in DOM tree
  find_heading: function (node) {
    if (!node || node.nodeType != 1)
      return null;

    if (node.nodeName == "H1" || node.nodeName == "h1")
      return node;

    var child = node.firstChild;

    while (child)
    {
      node = this.find_heading(child);

      if (node)
        return node;

      child = child.nextSibling;
    }

    return null;
  },

  // recursively extract text from DOM tree
  extract_text: function (node) {
    if (!node)
      return "";

    // text nodes
    if (node.nodeType == 3)
      return node.nodeValue;

    // elements
    if (node.nodeType == 1)
    {
      node = node.firstChild;
      var text = "";

      while (node)
      {
        text = text + this.extract_text(node);
        node = node.nextSibling;
      }

      return text;
    }

    return "";
  },

  // find copyright text from meta element
  find_copyright: function () {
    var name, content;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "copyright")
        return content;
    }

    return null;
  },

  find_size_adjust: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "font-size-adjustment")
        return 1 * content;
    }

    return 1;
  },

  // <meta name="duration" content="20" />  for 20 minutes
  find_duration: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "duration")
        return 60000 * content;
    }

    return null;
  },

  replace_by_non_breaking_space: function (str) {
    for (var i = 0; i < str.length; ++i)
      str[i] = 160;
  },

  // ### CHECK ME ### is use of "li" okay for text/html?
  // for XHTML do we also need to specify namespace?
  init_outliner: function () {
    var items = document.getElementsByTagName("li");

    for (var i = 0; i < items.length; ++i)
    {
      var target = items[i];

      if (!this.has_class(target.parentNode, "outline"))
        continue;

      target.onclick = this.outline_click;
/* ### more work needed for IE6
      if (!this.ns_pos)
      {
        target.onmouseover = this.hover_outline;
        target.onmouseout = this.unhover_outline;
      }
*/
      if (this.foldable(target))
      {
        target.foldable = true;
        target.onfocus = function () {w3c_slidy.outline = this;};
        target.onblur = function () {w3c_slidy.outline = null;};

        if (!target.getAttribute("tabindex"))
          target.setAttribute("tabindex", "0");

        if (this.has_class(target, "expand"))
          this.unfold(target);
        else
          this.fold(target);
      }
      else
      {
        this.add_class(target, "nofold");
        target.visible = true;
        target.foldable = false;
      }
    }
  },

  foldable: function (item) {
    if (!item || item.nodeType != 1)
      return false;

    var node = item.firstChild;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node))
        return true;

      node = node.nextSibling;
    }

    return false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  fold: function (item) {
    if (item)
    {
      this.remove_class(item, "unfolded");
      this.add_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
         w3c_slidy.add_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  unfold: function (item) {
    if (item)
    {
      this.add_class(item, "unfolded");
      this.remove_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
        w3c_slidy.remove_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = true;
  },

  outline_click: function (e) {
    if (!e)
      e = window.event;

    var rightclick = false;
    var target = w3c_slidy.get_target(e);

    while (target && target.visible == undefined)
      target = target.parentNode;

    if (!target)
      return true;

    if (e.which)
      rightclick = (e.which == 3);
    else if (e.button)
      rightclick = (e.button == 2);

    if (!rightclick && target.visible != undefined)
    {
      if (target.foldable)
      {
        if (target.visible)
          w3c_slidy.fold(target);
        else
          w3c_slidy.unfold(target);
      }

      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
    }

    return false;
  },

  add_initial_prompt: function () {
    var prompt = this.create_element("div");
    prompt.setAttribute("class", "initial_prompt");

    var p1 = this.create_element("p");
    prompt.appendChild(p1);
    p1.setAttribute("class", "help");

    if (this.keyboardless)
      p1.innerHTML = "swipe left to move to next slide";
    else
      p1.innerHTML = "Space, Right Arrow or swipe left to move to " +
                     "next slide, click help below for more details";

    this.add_listener(prompt, "click", function (e) {
      document.body.removeChild(prompt);
      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    });

    document.body.appendChild(prompt);
    this.initial_prompt = prompt;
    setTimeout(function() {document.body.removeChild(prompt);}, 5000);
  },

  add_toolbar: function () {
    var counter, page;

     this.toolbar = this.create_element("div");
     this.toolbar.setAttribute("class", "toolbar");

     // a reasonably behaved browser
     if (this.ns_pos || !this.ie6)
     {
       var right = this.create_element("div");
       right.setAttribute("style", "float: right; text-align: right");

       counter = this.create_element("span")
       counter.innerHTML = this.localize("slide") + " n/m";
       right.appendChild(counter);
       this.toolbar.appendChild(right);

       var left = this.create_element("div");
       left.setAttribute("style", "text-align: left");

       // global end of slide indicator
       this.eos = this.create_element("span");
       this.eos.innerHTML = "* ";
       left.appendChild(this.eos);

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       left.appendChild(help);
       help.style.display="none"; 
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       left.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:w3c_slidy.toggle_table_of_contents()");
       contents.setAttribute("title", this.localize("table of contents"));
       contents.innerHTML = this.localize("Contents");
       left.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       left.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.className = "copyright";
         span.innerHTML = copyright;
         left.appendChild(span);
       }

       this.toolbar.setAttribute("tabindex", "0");
       this.toolbar.appendChild(left);
     }
     else // IE6 so need to work around its poor CSS support
     {
       this.toolbar.style.position = (this.ie7 ? "fixed" : "absolute");
       this.toolbar.style.zIndex = "200";
       this.toolbar.style.width = "99.9%";
       this.toolbar.style.height = "1.2em";
       this.toolbar.style.top = "auto";
       this.toolbar.style.bottom = "0";
       this.toolbar.style.left = "0";
       this.toolbar.style.right = "0";
       this.toolbar.style.textAlign = "left";
       this.toolbar.style.fontSize = "60%";
       this.toolbar.style.color = "red";
       this.toolbar.borderWidth = 0;
       this.toolbar.className = "toolbar";
       this.toolbar.style.background = "rgb(240,240,240)";

       // would like to have help text left aligned
       // and page counter right aligned, floating
       // div's don't work, so instead use nested
       // absolutely positioned div's.

       var sp = this.create_element("span");
       sp.innerHTML = "&nbsp;&nbsp;*&nbsp;";
       this.toolbar.appendChild(sp);
       this.eos = sp;  // end of slide indicator

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       this.toolbar.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       this.toolbar.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:toggleTableOfContents()");
       contents.setAttribute("title", this.localize("table of contents".localize));
       contents.innerHTML = this.localize("contents?");
       this.toolbar.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       this.toolbar.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.innerHTML = copyright;
         span.style.color = "black";
         span.style.marginLeft = "0.5em";
         this.toolbar.appendChild(span);
       }

       counter = this.create_element("div")
       counter.style.position = "absolute";
       counter.style.width = "auto"; //"20%";
       counter.style.height = "1.2em";
       counter.style.top = "auto";
       counter.style.bottom = 0;
       counter.style.right = "0";
       counter.style.textAlign = "right";
       counter.style.color = "red";
       counter.style.background = "rgb(240,240,240)";

       counter.innerHTML = this.localize("slide") + " n/m";
       this.toolbar.appendChild(counter);
     }

     // ensure that click isn't passed through to the page
     this.toolbar.onclick =
         function (e) {
           if (!e)
             e = window.event;

           var target = e.target;

           if (!target && e.srcElement)
             target = e.srcElement;

           // work around Safari bug
           if (target && target.nodeType == 3)
             target = target.parentNode;

           w3c_slidy.stop_propagation(e);

           if (target && target.nodeName.toLowerCase() != "a")
             w3c_slidy.mouse_button_click(e);
         };

     this.slide_number_element = counter;
     this.set_eos_status(false);
     document.body.appendChild(this.toolbar);
  },

  // wysiwyg editors make it hard to use div elements
  // e.g. amaya loses the div when you copy and paste
  // this function wraps div elements around implicit
  // slides which start with an h1 element and continue
  // up to the next heading or div element
  wrap_implicit_slides: function () {
    var i, heading, node, next, div;
    var headings = document.getElementsByTagName("h1");

    if (!headings)
      return;

    for (i = 0; i < headings.length; ++i)
    {
      heading = headings[i];

      if (heading.parentNode != document.body)
        continue;

      node = heading.nextSibling;

      div = document.createElement("div");
      this.add_class(div, "slide");
      document.body.replaceChild(div, heading);
      div.appendChild(heading);

      while (node)
      {
        if (node.nodeType == 1) // an element
        {
           if (node.nodeName == "H1" || node.nodeName == "h1")
             break;

           if (node.nodeName == "DIV" || node.nodeName == "div")
           {
             if (this.has_class(node, "slide"))
               break;

             if (this.has_class(node, "handout"))
               break;
           }
        }

        next = node.nextSibling;
        node = document.body.removeChild(node);
        div.appendChild(node);
        node = next;
      } 
    }
  },

  attach_touch_handers: function(slides)
  {
    var i, slide;

    for (i = 0; i < slides.length; ++i)
    {
      slide = slides[i];
      this.add_listener(slide, "touchstart", this.touchstart);
      this.add_listener(slide, "touchmove", this.touchmove);
      this.add_listener(slide, "touchend", this.touchend);
    }
  },

// return new array of all slides
  collect_slides: function () {
    var slides = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "slide"))
      {
        // add slide to collection
        slides[slides.length] = div;

        // hide each slide as it is found
        this.add_class(div, "hidden");

        // add dummy <br/> at end for scrolling hack
        var node1 = document.createElement("br");
        div.appendChild(node1);
        var node2 = document.createElement("br");
        div.appendChild(node2);
      }
      else if (this.has_class(div, "background"))
      {  // work around for Firefox SVG reload bug
        // which otherwise replaces 1st SVG graphic with 2nd
        div.style.display = "block";
      }
    }

    this.slides = slides;
  },

  // return new array of all <div class="handout">
  collect_notes: function () {
    var notes = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "handout"))
      {
        // add note to collection
        notes[notes.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.notes = notes;
  },

  // return new array of all <div class="background">
  // including named backgrounds e.g. class="background titlepage"
  collect_backgrounds: function () {
    var backgrounds = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "background"))
      {
        // add background to collection
        backgrounds[backgrounds.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.backgrounds = backgrounds;
  },

  // set click handlers on all anchors
  patch_anchors: function () {
    var self = w3c_slidy;
    var handler = function (event) {
      // compare this.href with location.href
      // for link to another slide in this doc

      if (self.page_address(this.href) == self.page_address(location.href))
      {
        // yes, so find new slide number
        var newslidenum = self.find_slide_number(this.href);

        if (newslidenum != self.slide_number)
        {
          var slide = self.slides[self.slide_number];
          self.hide_slide(slide);
          self.slide_number = newslidenum;
          slide = self.slides[self.slide_number];
          self.show_slide(slide);
          self.set_location();
        }
      }
      else
        w3c_slidy.stop_propagation(event);

//      else if (this.target == null)
//        location.href = this.href;

      this.blur();
      self.disable_slide_click = true;
    };

    var anchors = document.body.getElementsByTagName("a");

    for (var i = 0; i < anchors.length; ++i)
    {
      if (window.addEventListener)
        anchors[i].addEventListener("click", handler, false);
      else
        anchors[i].attachEvent("onclick", handler);
    }
  },

  // ### CHECK ME ### see which functions are invoked via setTimeout
  // either directly or indirectly for use of w3c_slidy vs this
  show_slide_number: function () {
    var timer = w3c_slidy.get_timer();
    w3c_slidy.slide_number_element.innerHTML = timer + w3c_slidy.localize("slide") + " " +
           (w3c_slidy.slide_number + 1) + "/" + w3c_slidy.slides.length;
  },

  // every 200mS check if the location has been changed as a
  // result of the user activating the Back button/menu item
  // doesn't work for Opera < 9.5
  check_location: function () {
    var hash = location.hash;

    if (w3c_slidy.slide_number > 0 && (hash == "" || hash == "#"))
      w3c_slidy.goto_slide(0);
    else if (hash.length > 2 && hash != "#("+(w3c_slidy.slide_number+1)+")")
    {
      var num = parseInt(location.hash.substr(2));

      if (!isNaN(num))
        w3c_slidy.goto_slide(num-1);
    }

    if (w3c_slidy.time_left && w3c_slidy.slide_number > 0)
    {
      w3c_slidy.show_slide_number();

      if (w3c_slidy.time_left > 0)
        w3c_slidy.time_left -= 200;
    } 
  },

  get_timer: function () {
    var timer = "";
    if (w3c_slidy.time_left)
    {
      var mins, secs;
      secs = Math.floor(w3c_slidy.time_left/1000);
      mins = Math.floor(secs / 60);
      secs = secs % 60;
      timer = (mins ? mins+"m" : "") + secs + "s ";
    }

    return timer;
  },

  // this doesn't push location onto history stack for IE
  // for which a hidden iframe hack is needed: load page into
  // the iframe with script that set's parent's location.hash
  // but that won't work for standalone use unless we can
  // create the page dynamically via a javascript: URL
  // ### use history.pushState if available
  set_location: function () {
     var uri = w3c_slidy.page_address(location.href);
     var hash = "#(" + (w3c_slidy.slide_number+1) + ")";

     if (w3c_slidy.slide_number >= 0)
       uri = uri + hash;

     if (typeof(history.pushState) != "undefined" && location.protocol !== "file:")
     {
       document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
       history.pushState(0, document.title, hash);
       w3c_slidy.show_slide_number();
       w3c_slidy.notify_observers();
       return;
     }

     if (w3c_slidy.ie && (w3c_slidy.ie6 || w3c_slidy.ie7))
       w3c_slidy.push_hash(hash);

     if (uri != location.href) // && !khtml
        location.href = uri;

     if (this.khtml)
        hash = "(" + (w3c_slidy.slide_number+1) + ")";

     if (!this.ie && location.hash != hash && location.hash != "")
       location.hash = hash;

     document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
     w3c_slidy.show_slide_number();
     w3c_slidy.notify_observers();
  },

  notify_observers: function ()
  {
    var slide = this.slides[this.slide_number];

    for (var i = 0; i < this.observers.length; ++i)
      this.observers[i](this.slide_number+1, this.find_heading(slide).innerText, location.href);
  },

  add_observer: function (observer)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
        return;
    }

    this.observers.push(observer);
  },

  remove_observer: function (o)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
      {
        this.observers.splice(i,1);
        break;
      }
    }
  },

  page_address: function (uri) {
    var i = uri.indexOf("#");

    if (i < 0)
      i = uri.indexOf("%23");

    // check if anchor is entire page

    if (i < 0)
      return uri;  // yes

    return uri.substr(0, i);
  },

  // only used for IE6 and IE7
  on_frame_loaded: function (hash) {
    location.hash = hash;
    var uri = w3c_slidy.page_address(location.href);
    location.href = uri + hash;
  },

  // history hack with thanks to Bertrand Le Roy
  push_hash: function (hash) {
    if (hash == "") hash = "#(1)";
      window.location.hash = hash;

    var doc = document.getElementById("historyFrame").contentWindow.document;
    doc.open("javascript:'<html></html>'");
    doc.write("<html><head><script type=\"text/javascript\">window.parent.w3c_slidy.on_frame_loaded('"+
      (hash) + "');</script></head><body>hello mum</body></html>");
      doc.close();
  },

  // find current slide based upon location
  // first find target anchor and then look
  // for associated div element enclosing it
  // finally map that to slide number
  find_slide_number: function (uri) {
    // first get anchor from page location

    var i = uri.indexOf("#");

    // check if anchor is entire page
    if (i < 0)
      return 0;  // yes

    var anchor = unescape(uri.substr(i+1));

    // now use anchor as XML ID to find target
    var target = document.getElementById(anchor);

    if (!target)
    {
      // does anchor look like "(2)" for slide 2 ??
      // where first slide is (1)
      var re = /\((\d)+\)/;

      if (anchor.match(re))
      {
        var num = parseInt(anchor.substring(1, anchor.length-1));

        if (num > this.slides.length)
          num = 1;

        if (--num < 0)
          num = 0;

        return num;
      }

      // accept [2] for backwards compatibility
      re = /\[(\d)+\]/;

      if (anchor.match(re))
      {
         var num = parseInt(anchor.substring(1, anchor.length-1));

         if (num > this.slides.length)
            num = 1;

         if (--num < 0)
            num = 0;

         return num;
      }

      // oh dear unknown anchor
      return 0;
    }

    // search for enclosing slide

    while (true)
    {
      // browser coerces html elements to uppercase!
      if (target.nodeName.toLowerCase() == "div" &&
            this.has_class(target, "slide"))
      {
        // found the slide element
        break;
      }

      // otherwise try parent element if any

      target = target.parentNode;

      if (!target)
      {
        return 0;   // no luck!
      }
    };

    for (i = 0; i < slides.length; ++i)
    {
      if (slides[i] == target)
        return i;  // success
    }

    // oh dear still no luck
    return 0;
  },

  previous_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide;

      if ((incremental || w3c_slidy.slide_number == 0) && w3c_slidy.last_shown != null)
      {
        w3c_slidy.last_shown = w3c_slidy.hide_previous_item(w3c_slidy.last_shown);
        w3c_slidy.set_eos_status(false);
      }
      else if (w3c_slidy.slide_number > 0)
      {
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);

        w3c_slidy.slide_number = w3c_slidy.slide_number - 1;
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.set_visibility_all_incremental("visible");
        w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
        w3c_slidy.set_eos_status(true);
        w3c_slidy.show_slide(slide);
      }

      w3c_slidy.set_location();

      if (!w3c_slidy.ns_pos)
        w3c_slidy.refresh_toolbar(200);
    }
  },

  next_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide, last = w3c_slidy.last_shown;

      if (incremental || w3c_slidy.slide_number == w3c_slidy.slides.length - 1)
         w3c_slidy.last_shown = w3c_slidy.reveal_next_item(w3c_slidy.last_shown);

      if ((!incremental || w3c_slidy.last_shown == null) &&
             w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = w3c_slidy.slide_number + 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
      }
      else if (!w3c_slidy.last_shown)
      {
         if (last && incremental)
           w3c_slidy.last_shown = last;
      }

      w3c_slidy.set_location();

      w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));

      if (!w3c_slidy.ns_pos)
         w3c_slidy.refresh_toolbar(200);
     }
  },

  // to first slide with nothing revealed
  // i.e. state at start of presentation
  first_slide: function () {
     if (!w3c_slidy.view_all)
     {
       var slide;

       if (w3c_slidy.slide_number != 0)
       {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = 0;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
       }

       w3c_slidy.set_eos_status(
         !w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
       w3c_slidy.set_location();
     }
  },

  // goto last slide with everything revealed
  // i.e. state at end of presentation
  last_slide: function () {
    if (!w3c_slidy.view_all)
    {
      var slide;

      w3c_slidy.last_shown = null; //revealNextItem(lastShown);

      if (w3c_slidy.last_shown == null &&
          w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.slide_number = w3c_slidy.slides.length - 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);

         w3c_slidy.show_slide(slide);
      }
      else
      {
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
      }

      w3c_slidy.set_eos_status(true);
      w3c_slidy.set_location();
    }
  },


  // ### check this and consider add/remove class
  set_eos_status: function (state) {
    if (this.eos)
      this.eos.style.color = (state ? "rgb(240,240,240)" : "red");
  },

  // first slide is 0
  goto_slide: function (num) {
    //alert("going to slide " + (num+1));
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.slide_number = num;
    slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.last_shown = null;
    w3c_slidy.set_visibility_all_incremental("hidden");
    w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
    document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
    w3c_slidy.show_slide(slide);
    w3c_slidy.show_slide_number();
  },


  show_slide: function (slide) {
    this.sync_background(slide);
    this.remove_class(slide, "hidden");

    // work around IE9 object rendering bug
    setTimeout("window.scrollTo(0,0);", 1);
  },

  hide_slide: function (slide) {
    this.add_class(slide, "hidden");
  },

  set_focus: function (element)
  {
    if (element)
      element.focus();
    else
    {
      w3c_slidy.help_anchor.focus();

      setTimeout(function() {
        w3c_slidy.help_anchor.blur();
      }, 1);
    }
  },

  // show just the backgrounds pertinent to this slide
  // when slide background-color is transparent
  // this should now work with rgba color values
  sync_background: function (slide) {
    var background;
    var bgColor;

    if (slide.currentStyle)
      bgColor = slide.currentStyle["backgroundColor"];
    else if (document.defaultView)
    {
      var styles = document.defaultView.getComputedStyle(slide,null);

      if (styles)
        bgColor = styles.getPropertyValue("background-color");
      else // broken implementation probably due Safari or Konqueror
      {
        //alert("defective implementation of getComputedStyle()");
        bgColor = "transparent";
      }
    }
    else
      bgColor == "transparent";

    if (bgColor == "transparent" ||
        bgColor.indexOf("rgba") >= 0 ||
        bgColor.indexOf("opacity") >= 0)
    {
      var slideClass = this.get_class_list(slide);

      for (var i = 0; i < this.backgrounds.length; i++)
      {
        background = this.backgrounds[i];

        var bgClass = this.get_class_list(background);

        if (this.matching_background(slideClass, bgClass))
          this.remove_class(background, "hidden");
        else
          this.add_class(background, "hidden");
      }
    }
    else // forcibly hide all backgrounds
      this.hide_backgrounds();
  },

  hide_backgrounds: function () {
    for (var i = 0; i < this.backgrounds.length; i++)
    {
      background = this.backgrounds[i];
      this.add_class(background, "hidden");
    }
  },

  // compare classes for slide and background
  matching_background: function (slideClass, bgClass) {
    var i, count, pattern, result;

    // define pattern as regular expression
    pattern = /\w+/g;

    // check background class names
    result = bgClass.match(pattern);

    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (result[i] == "background")
	continue;

      ++count;
    }

    if (count == 0)  // default match
      return true;

    // check for matches and place result in array
    result = slideClass.match(pattern);

    // now check if desired name is present for background
    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (this.has_token(bgClass, result[i]))
        return true;
    }

    return false;
  },

  resized: function () {
     var width = 0;

     if ( typeof( window.innerWidth ) == 'number' )
       width = window.innerWidth;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientWidth)
       width = document.documentElement.clientWidth;  // IE6
     else if (document.body && document.body.clientWidth)
       width = document.body.clientWidth; // IE4

     var height = 0;

     if ( typeof( window.innerHeight ) == 'number' )
       height = window.innerHeight;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientHeight)
       height = document.documentElement.clientHeight;  // IE6
     else if (document.body && document.body.clientHeight)
       height = document.body.clientHeight; // IE4

     if (height && (width/height > 1.05*1024/768))
     {
       width = height * 1024.0/768;
     }

     // IE fires onresize even when only font size is changed!
     // so we do a check to avoid blocking < and > actions
     if (width != w3c_slidy.last_width || height != w3c_slidy.last_height)
     {
       if (width >= 1100)
         w3c_slidy.size_index = 5;    // 4
       else if (width >= 1000)
         w3c_slidy.size_index = 4;    // 3
       else if (width >= 800)
         w3c_slidy.size_index = 3;    // 2
       else if (width >= 600)
         w3c_slidy.size_index = 2;    // 1
       else if (width)
         w3c_slidy.size_index = 0;

       // add in font size adjustment from meta element e.g.
       // <meta name="font-size-adjustment" content="-2" />
       // useful when slides have too much content ;-)

       if (0 <= w3c_slidy.size_index + w3c_slidy.size_adjustment &&
             w3c_slidy.size_index + w3c_slidy.size_adjustment < w3c_slidy.sizes.length)
         w3c_slidy.size_index = w3c_slidy.size_index + w3c_slidy.size_adjustment;

       // enables cross browser use of relative width/height
       // on object elements for use with SVG and Flash media
       w3c_slidy.adjust_object_dimensions(width, height);

       if (document.body.style.fontSize != w3c_slidy.sizes[w3c_slidy.size_index])
       {
         document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
       }

       w3c_slidy.last_width = width;
       w3c_slidy.last_height = height;

       // force reflow to work around Mozilla bug
       if (w3c_slidy.ns_pos)
       {
         var slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.show_slide(slide);
       }

       // force correct positioning of toolbar
       w3c_slidy.refresh_toolbar(200);
     }
  },

  scrolled: function () {
    if (w3c_slidy.toolbar && !w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hack_offset = w3c_slidy.scroll_x_offset();
      // hide toolbar
      w3c_slidy.toolbar.style.display = "none";

      // make it reappear later
      if (w3c_slidy.scrollhack == 0 && !w3c_slidy.view_all)
      {
        setTimeout(function () {w3c_slidy.show_toolbar(); }, 1000);
        w3c_slidy.scrollhack = 1;
      }
    }
  },

  hide_toolbar: function () {
    w3c_slidy.add_class(w3c_slidy.toolbar, "hidden");
    window.focus();
  },

  // used to ensure IE refreshes toolbar in correct position
  refresh_toolbar: function (interval) {
    if (!w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hide_toolbar();
      setTimeout(function () {w3c_slidy.show_toolbar();}, interval);
    }
  },

  // restores toolbar after short delay
  show_toolbar: function () {
    if (w3c_slidy.want_toolbar)
    {
      w3c_slidy.toolbar.style.display = "block";

      if (!w3c_slidy.ns_pos)
      {
        // adjust position to allow for scrolling
        var xoffset = w3c_slidy.scroll_x_offset();
        w3c_slidy.toolbar.style.left = xoffset;
        w3c_slidy.toolbar.style.right = xoffset;

        // determine vertical scroll offset
        //var yoffset = scrollYOffset();

        // bottom is doc height - window height - scroll offset
        //var bottom = documentHeight() - lastHeight - yoffset

        //if (yoffset > 0 || documentHeight() > lastHeight)
        //   bottom += 16;  // allow for height of scrollbar

        w3c_slidy.toolbar.style.bottom = 0; //bottom;
      }

      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden");
    }

    w3c_slidy.scrollhack = 0;


    // set the keyboard focus to the help link on the
    // toolbar to ensure that document has the focus
    // IE doesn't always work with window.focus()
    // and this hack has benefit of Enter for help

    try
    {
      if (!w3c_slidy.opera)
        w3c_slidy.set_focus();
    }
    catch (e)
    {
    }
  },

// invoked via F key
  toggle_toolbar: function () {
    if (!w3c_slidy.view_all)
    {
      if (w3c_slidy.has_class(w3c_slidy.toolbar, "hidden"))
      {
        w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 1;
      }
      else
      {
        w3c_slidy.add_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 0;
      }
    }
  },

  scroll_x_offset: function () {
    if (window.pageXOffset)
      return self.pageXOffset;

    if (document.documentElement && 
             document.documentElement.scrollLeft)
      return document.documentElement.scrollLeft;

    if (document.body)
      return document.body.scrollLeft;

    return 0;
  },

  scroll_y_offset: function () {
    if (window.pageYOffset)
      return self.pageYOffset;

    if (document.documentElement && 
             document.documentElement.scrollTop)
      return document.documentElement.scrollTop;

    if (document.body)
      return document.body.scrollTop;

    return 0;
  },

  // looking for a way to determine height of slide content
  // the slide itself is set to the height of the window
  optimize_font_size: function () {
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    //var dh = documentHeight(); //getDocHeight(document);
    var dh = slide.scrollHeight;
    var wh = getWindowHeight();
    var u = 100 * dh / wh;

    alert("window utilization = " + u + "% (doc "
      + dh + " win " + wh + ")");
  },

  // from document object
  get_doc_height: function (doc) {
    if (!doc)
      doc = document;

    if (doc && doc.body && doc.body.offsetHeight)
      return doc.body.offsetHeight;  // ns/gecko syntax

    if (doc && doc.body && doc.body.scrollHeight)
      return doc.body.scrollHeight;

    alert("couldn't determine document height");
  },

  get_window_height: function () {
    if ( typeof( window.innerHeight ) == 'number' )
      return window.innerHeight;  // Non IE browser

    if (document.documentElement && document.documentElement.clientHeight)
      return document.documentElement.clientHeight;  // IE6

    if (document.body && document.body.clientHeight)
      return document.body.clientHeight; // IE4
  },

  document_height: function () {
    var sh, oh;

    sh = document.body.scrollHeight;
    oh = document.body.offsetHeight;

    if (sh && oh)
    {
      return (sh > oh ? sh : oh);
    }

    // no idea!
    return 0;
  },

  smaller: function () {
    if (w3c_slidy.size_index > 0)
    {
      --w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  bigger: function () {
    if (w3c_slidy.size_index < w3c_slidy.sizes.length - 1)
    {
      ++w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  // enables cross browser use of relative width/height
  // on object elements for use with SVG and Flash media
  // with thanks to Ivan Herman for the suggestion
  adjust_object_dimensions: function (width, height) {
    for( var i = 0; i < w3c_slidy.objects.length; i++ )
    {
      var obj = this.objects[i];
      var mimeType = obj.getAttribute("type");

      if (mimeType == "image/svg+xml" || mimeType == "application/x-shockwave-flash")
      {
        if ( !obj.initialWidth ) 
          obj.initialWidth = obj.getAttribute("width");

        if ( !obj.initialHeight ) 
          obj.initialHeight = obj.getAttribute("height");

        if ( obj.initialWidth && obj.initialWidth.charAt(obj.initialWidth.length-1) == "%" )
        {
          var w = parseInt(obj.initialWidth.slice(0, obj.initialWidth.length-1));
          var newW = width * (w/100.0);
          obj.setAttribute("width",newW);
        }

        if ( obj.initialHeight &&
             obj.initialHeight.charAt(obj.initialHeight.length-1) == "%" )
        {
          var h = parseInt(obj.initialHeight.slice(0, obj.initialHeight.length-1));
          var newH = height * (h/100.0);
          obj.setAttribute("height", newH);
        }
      }
    }
  },

  // needed for Opera to inhibit default behavior
  // since Opera delivers keyPress even if keyDown
  // was cancelled
  key_press: function (event) {
    if (!event)
      event = window.event;

    if (!w3c_slidy.key_wanted)
      return w3c_slidy.cancel(event);

    return true;
  },

  //  See e.g. http://www.quirksmode.org/js/events/keys.html for keycodes
  key_down: function (event) {
    var key, target, tag;

    w3c_slidy.key_wanted = true;

    if (!event)
      event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
    {
      key = window.event.keyCode;
      target = window.event.srcElement;
    }
    else if (event.which)
    {
      key = event.which;
      target = event.target;
    }
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
       return true;

    // avoid interfering with keystroke
    // behavior for non-slidy chrome elements
    if (!w3c_slidy.slidy_chrome(target) &&
        w3c_slidy.special_element(target))
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey || event.metaKey)
       return true;

    // dismiss table of contents if visible
    if (w3c_slidy.is_shown_toc() && key != 9 && key != 16 && key != 38 && key != 40)
    {
      w3c_slidy.hide_table_of_contents(true);

      if (key == 27 || key == 84 || key == 67)
        return w3c_slidy.cancel(event);
    }

    if (key == 34) // Page Down
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.next_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 33) // Page Up
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.previous_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 32) // space bar
    {
      w3c_slidy.next_slide(true);
      return w3c_slidy.cancel(event);
    }
    else if (key == 37) // Left arrow
    {
      w3c_slidy.previous_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 36) // Home
    {
      w3c_slidy.first_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 35) // End
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 39) // Right arrow
    {
      w3c_slidy.next_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 13) // Enter
    {
      if (w3c_slidy.outline)
      {
        if (w3c_slidy.outline.visible)
          w3c_slidy.fold(w3c_slidy.outline);
        else
          w3c_slidy.unfold(w3c_slidy.outline);
          
       return w3c_slidy.cancel(event);
      }
    }
    else if (key == 188)  // < for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 190)  // > for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 189 || key == 109)  // - for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 187 || key == 191 || key == 107)  // = +  for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 83)  // S for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 66)  // B for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 90)  // Z for last slide
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 70)  // F for toggle toolbar
    {
      w3c_slidy.toggle_toolbar();
      return w3c_slidy.cancel(event);
    }
    else if (key == 65)  // A for toggle view single/all slides
    {
      w3c_slidy.toggle_view();
      return w3c_slidy.cancel(event);
    }
    else if (key == 75)  // toggle action of left click for next page
    {
      w3c_slidy.mouse_click_enabled = !w3c_slidy.mouse_click_enabled;
      var alert_msg = (w3c_slidy.mouse_click_enabled ?
                "enabled" : "disabled") +  " mouse click advance";

      alert(w3c_slidy.localize(alert_msg));
      return w3c_slidy.cancel(event);
    }
    else if (key == 84 || key == 67)  // T or C for table of contents
    {
      if (w3c_slidy.toc)
        w3c_slidy.toggle_table_of_contents();

      return w3c_slidy.cancel(event);
    }
    else if (key == 72) // H for help
    {
      window.location = w3c_slidy.help_page;
      return w3c_slidy.cancel(event);
    }
    //else alert("key code is "+ key);

    return true;
  },

  // safe for both text/html and application/xhtml+xml
  create_element: function (name) {
    if (this.xhtml && (typeof document.createElementNS != 'undefined'))
      return document.createElementNS("http://www.w3.org/1999/xhtml", name)

    return document.createElement(name);
  },

  get_element_style: function (elem, IEStyleProp, CSSStyleProp) {
    if (elem.currentStyle)
    {
      return elem.currentStyle[IEStyleProp];
    }
    else if (window.getComputedStyle)
    {
      var compStyle = window.getComputedStyle(elem, "");
      return compStyle.getPropertyValue(CSSStyleProp);
    }
    return "";
  },

  // the string str is a whitespace separated list of tokens
  // test if str contains a particular token, e.g. "slide"
  has_token: function (str, token) {
    if (str)
    {
      // define pattern as regular expression
      var pattern = /\w+/g;

      // check for matches
      // place result in array
      var result = str.match(pattern);

      // now check if desired token is present
      for (var i = 0; i < result.length; i++)
      {
        if (result[i] == token)
          return true;
      }
    }

    return false;
  },

  get_class_list: function (element) {
    if (typeof element.className != 'undefined')
      return element.className;

    return element.getAttribute("class");
  },

  has_class: function (element, name) {
    if (element.nodeType != 1)
      return false;

    var regexp = new RegExp("(^| )" + name + "\W*");

    if (typeof element.className != 'undefined')
      return regexp.test(element.className);

    return regexp.test(element.getAttribute("class"));
  },

  remove_class: function (element, name) {
    var regexp = new RegExp("(^| )" + name + "\W*");
    var clsval = "";

    if (typeof element.className != 'undefined')
    {
      clsval = element.className;

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.className = clsval;
      }
    }
    else
    {
      clsval = element.getAttribute("class");

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.setAttribute("class", clsval);
      }
    }
  },

  add_class: function (element, name) {
    if (!this.has_class(element, name))
    {
      if (typeof element.className != 'undefined')
        element.className += " " + name;
      else
      {
        var clsval = element.getAttribute("class");
        clsval = clsval ? clsval + " " + name : name;
        element.setAttribute("class", clsval);
      }
    }
  },

  // HTML elements that can be used with class="incremental"
  // note that you can also put the class on containers like
  // up, ol, dl, and div to make their contents appear
  // incrementally. Upper case is used since this is what
  // browsers report for HTML node names (text/html).
  incremental_elements: null,
  okay_for_incremental: function (name) {
    if (!this.incremental_elements)
    {
      var inclist = new Array();
      inclist["p"] = true;
      inclist["pre"] = true;
      inclist["li"] = true;
      inclist["blockquote"] = true;
      inclist["dt"] = true;
      inclist["dd"] = true;
      inclist["h2"] = true;
      inclist["h3"] = true;
      inclist["h4"] = true;
      inclist["h5"] = true;
      inclist["h6"] = true;
      inclist["span"] = true;
      inclist["address"] = true;
      inclist["table"] = true;
      inclist["tr"] = true;
      inclist["th"] = true;
      inclist["td"] = true;
      inclist["img"] = true;
      inclist["object"] = true;
      this.incremental_elements = inclist;
    }
    return this.incremental_elements[name.toLowerCase()];
  },

  next_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.next_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)  // ELEMENT
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  previous_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.previous_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  // set visibility for all elements on current slide with
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    if (value == "hidden")
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        w3c_slidy.add_class(node, "invisible");
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      }
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      {
        w3c_slidy.remove_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
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  reveal_next_item: function (node) {
    node = w3c_slidy.next_incremental_item(node);

    if (node && node.nodeType == 1)  // an element
      w3c_slidy.remove_class(node, "invisible");

    return node;
  },

  // exact inverse of revealNextItem(node)
  hide_previous_item: function (node) {
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      w3c_slidy.add_class(node, "invisible");

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  // left to right traversal of root's content
  next_node: function (root, node) {
    if (node == null)
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    if (node.nextSibling)
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      if (node && node.nextSibling)
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        while (node.lastChild)
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    while (el && el.nodeType != 1)
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  first_child_element: function (el) {
    var node;

    for (node = el.firstChild; node; node = node.nextSibling)
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      if (node.nodeType == 1)
        break;
    }

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    var node;

    if (!this.is_xhtml)
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    for (node = element.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1 && node.nodeName == tag)
        break;
    }

    return node;
  },

  hide_selection: function () {
    if (window.getSelection) // Firefox, Chromium, Safari, Opera
    {
      var selection = window.getSelection();

      if (selection.rangeCount > 0)
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        var range = selection.getRangeAt(0);
        range.collapse (false);
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    {
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      textRange.collapse (false);
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  },

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    {
      if (window.getSelection)
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      if (document.getSelection)
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      if (document.selection)
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    catch (e)
    {
    }

    return "";
  },

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  // as this evaluates to zero in click event
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    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
  },

  mouse_button_down: function (e) {
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    w3c_slidy.mouse_x = e.clientX;
    w3c_slidy.mouse_y = e.clientY;
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    if (Math.abs(e.clientX -w3c_slidy.mouse_x) +
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    var leftclick = false;
    var middleclick = false;
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    else if (e.srcElement)
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    if (target.nodeType == 3)
      target = target.parentNode;

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      middleclick = (e.which == 2);
      rightclick = (e.which == 3);
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    else if (e.button)
    {
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      // IE6 gives 0 for left and not 1 as I expected

      if (e.button == 4)
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    var tag = element.nodeName.toLowerCase();

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      tag == "embed" ||
      tag == "object" ||
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      tag == "audio" ||
      tag == "svg" ||
      tag == "canvas" ||
      tag == "input" ||
      tag == "textarea" ||
      tag == "select" ||
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// for each language define an associative array
// and also the help text which is longer

  strings_es: {
    "slide":"pág.",
    "help?":"Ayuda",
    "contents?":"Índice",
    "table of contents":"tabla de contenidos",
    "Table of Contents":"Tabla de Contenidos",
    "restart presentation":"Reiniciar presentación",
    "restart?":"Inicio"
  },
  help_es:
    "Utilice el ratón, barra espaciadora, teclas Izda/Dcha, " +
    "o Re pág y Av pág. Use S y B para cambiar el tamaño de fuente.",

  strings_ca: {
    "slide":"pàg..",
    "help?":"Ajuda",
    "contents?":"Índex",
    "table of contents":"taula de continguts",
    "Table of Contents":"Taula de Continguts",
    "restart presentation":"Reiniciar presentació",
    "restart?":"Inici"
  },
  help_ca:
    "Utilitzi el ratolí, barra espaiadora, tecles Esq./Dta. " +
    "o Re pàg y Av pàg. Usi S i B per canviar grandària de font.",

  strings_cs: {
    "slide":"snímek",
    "help?":"nápověda",
    "contents?":"obsah",
    "table of contents":"obsah prezentace",
    "Table of Contents":"Obsah prezentace",
    "restart presentation":"znovu spustit prezentaci",
    "restart?":"restart"
  },
  help_cs:
    "Prezentaci můžete procházet pomocí kliknutí myši, mezerníku, " +
    "šipek vlevo a vpravo nebo kláves PageUp a PageDown. Písmo se " +
    "dá zvětšit a zmenšit pomocí kláves B a S.",

  strings_nl: {
    "slide":"pagina",
    "help?":"Help?",
    "contents?":"Inhoud?",
    "table of contents":"inhoudsopgave",
    "Table of Contents":"Inhoudsopgave",
    "restart presentation":"herstart presentatie",
    "restart?":"Herstart?"
  },
  help_nl:
     "Navigeer d.m.v. het muis, spatiebar, Links/Rechts toetsen, " +
     "of PgUp en PgDn. Gebruik S en B om de karaktergrootte te veranderen.",

  strings_de: {
    "slide":"Seite",
    "help?":"Hilfe",
    "contents?":"Übersicht",
    "table of contents":"Inhaltsverzeichnis",
    "Table of Contents":"Inhaltsverzeichnis",
    "restart presentation":"Präsentation neu starten",
    "restart?":"Neustart"
  },
  help_de:
    "Benutzen Sie die Maus, Leerschlag, die Cursortasten links/rechts oder " +
    "Page up/Page Down zum Wechseln der Seiten und S und B für die Schriftgrösse.",

  strings_pl: {
    "slide":"slajd",
    "help?":"pomoc?",
    "contents?":"spis treści?",
    "table of contents":"spis treści",
    "Table of Contents":"Spis Treści",
    "restart presentation":"Restartuj prezentację",
    "restart?":"restart?"
  },
  help_pl:
    "Zmieniaj slajdy klikając myszą, naciskając spację, strzałki lewo/prawo" +
    "lub PgUp / PgDn. Użyj klawiszy S i B, aby zmienić rozmiar czczionki.",

  strings_fr: {
    "slide":"page",
    "help?":"Aide",
    "contents?":"Index",
    "table of contents":"table des matières",
    "Table of Contents":"Table des matières",
    "restart presentation":"Recommencer l'exposé",
    "restart?":"Début"
  },
  help_fr:
    "Naviguez avec la souris, la barre d'espace, les flèches " +
    "gauche/droite ou les touches Pg Up, Pg Dn. Utilisez " +
    "les touches S et B pour modifier la taille de la police.",

  strings_hu: {
    "slide":"oldal",
    "help?":"segítség",
    "contents?":"tartalom",
    "table of contents":"tartalomjegyzék",
    "Table of Contents":"Tartalomjegyzék",
    "restart presentation":"bemutató újraindítása",
    "restart?":"újraindítás"
  },
  help_hu:
    "Az oldalak közti lépkedéshez kattintson az egérrel, vagy " +
    "használja a szóköz, a bal, vagy a jobb nyíl, illetve a Page Down, " +
    "Page Up billentyűket. Az S és a B billentyűkkel változtathatja " +
    "a szöveg méretét.",

  strings_it: {
    "slide":"pag.",
    "help?":"Aiuto",
    "contents?":"Indice",
    "table of contents":"indice",
    "Table of Contents":"Indice",
    "restart presentation":"Ricominciare la presentazione",
    "restart?":"Inizio"
  },
  help_it:
    "Navigare con mouse, barra spazio, frecce sinistra/destra o " +
    "PgUp e PgDn. Usare S e B per cambiare la dimensione dei caratteri.",

  strings_el: {
    "slide":"σελίδα",
    "help?":"βοήθεια;",
    "contents?":"περιεχόμενα;",
    "table of contents":"πίνακας περιεχομένων",
    "Table of Contents":"Πίνακας Περιεχομένων",
    "restart presentation":"επανεκκίνηση παρουσίασης",
    "restart?":"επανεκκίνηση;"
  },
  help_el:
    "Πλοηγηθείτε με το κλίκ του ποντικιού, το space, τα βέλη αριστερά/δεξιά, " +
    "ή Page Up και Page Down. Χρησιμοποιήστε τα πλήκτρα S και B για να αλλάξετε " +
    "το μέγεθος της γραμματοσειράς.",

  strings_ja: {
    "slide":"スライド",
    "help?":"ヘルプ",
    "contents?":"目次",
    "table of contents":"目次を表示",
    "Table of Contents":"目次",
    "restart presentation":"最初から再生",
    "restart?":"最初から"
  },
  help_ja:
     "マウス左クリック ・ スペース ・ 左右キー " +
     "または Page Up ・ Page Downで操作， S ・ Bでフォントサイズ変更",

  strings_zh: {
    "slide":"幻灯片",
    "help?":"帮助?",
    "contents?":"内容?",
    "table of contents":"目录",
    "Table of Contents":"目录",
    "restart presentation":"重新启动展示",
    "restart?":"重新启动?"
  },
  help_zh:
    "用鼠标点击, 空格条, 左右箭头, Pg Up 和 Pg Dn 导航. " +
    "用 S, B 改变字体大小.",

  strings_ru: {
    "slide":"слайд",
    "help?":"помощь?",
    "contents?":"содержание?",
    "table of contents":"оглавление",
    "Table of Contents":"Оглавление",
    "restart presentation":"перезапустить презентацию",
    "restart?":"перезапуск?"
  },
  help_ru:
    "Перемещайтесь кликая мышкой, используя клавишу пробел, стрелки" +
    "влево/вправо или Pg Up и Pg Dn. Клавиши S и B меняют размер шрифта.",

  strings_sv: {
    "slide":"sida",
    "help?":"hjälp",
    "contents?":"innehåll",
    "table of contents":"innehållsförteckning",
    "Table of Contents":"Innehållsförteckning",
    "restart presentation":"visa presentationen från början",
    "restart?":"börja om"
  },
  help_sv:
    "Bläddra med ett klick med vänstra musknappen, mellanslagstangenten, " +
    "vänster- och högerpiltangenterna eller tangenterna Pg Up, Pg Dn. " +
    "Använd tangenterna S och B för att ändra textens storlek.",

  strings: { },

  localize: function (src) {
    if (src == "")
      return src;

     // try full language code, e.g. en-US
     var s, lookup = w3c_slidy.strings[w3c_slidy.lang];

     if (lookup)
     {
       s = lookup[src];

       if (s)
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     }

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     var lg = w3c_slidy.lang.split("-");

     if (lg.length > 1)
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       lookup = w3c_slidy.strings[lg[0]];

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         if (s)
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       }
     }

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  },

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    var i18n = w3c_slidy;
    var help_text = w3c_slidy.help_text;

    // each such language array is declared in the localize array
    // this is used as in  w3c_slidy.localize("foo");
    this.strings = {
      "es":this.strings_es,
      "ca":this.strings_ca,
      "cs":this.strings_cs,
      "nl":this.strings_nl,
      "de":this.strings_de,
      "pl":this.strings_pl,
      "fr":this.strings_fr,
      "hu":this.strings_hu,
      "it":this.strings_it,
      "el":this.strings_el,
      "jp":this.strings_ja,
      "zh":this.strings_zh,
      "ru":this.strings_ru,
      "sv":this.strings_sv
    },

    i18n.strings_es[help_text] = i18n.help_es;
    i18n.strings_ca[help_text] = i18n.help_ca;
    i18n.strings_cs[help_text] = i18n.help_cs;
    i18n.strings_nl[help_text] = i18n.help_nl;
    i18n.strings_de[help_text] = i18n.help_de;
    i18n.strings_pl[help_text] = i18n.help_pl;
    i18n.strings_fr[help_text] = i18n.help_fr;
    i18n.strings_hu[help_text] = i18n.help_hu;
    i18n.strings_it[help_text] = i18n.help_it;
    i18n.strings_el[help_text] = i18n.help_el;
    i18n.strings_ja[help_text] = i18n.help_ja;
    i18n.strings_zh[help_text] = i18n.help_zh;
    i18n.strings_ru[help_text] = i18n.help_ru;
    i18n.strings_sv[help_text] = i18n.help_sv;

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if (w3c_slidy.ie6 || w3c_slidy.ie7)
{
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}

// attach event listeners for initialization
w3c_slidy.set_up();

// hide the slides as soon as body element is available
// to reduce annoying screen mess before the onload event
setTimeout(w3c_slidy.hide_slides, 50);

"></script>
<script>(function() {
if (!window.w3c_slidy) return;
if (!window.Shiny) return;
if (!window.$) return;
// whenever a slide changes, tell shiny to recalculate what is displayed
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// slide_num starts at position 1
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})()
</script>
</head>
<body>
<div class="slide titlepage">
<h1 class="title">Selenium</h1>
<p class="author">
Charlie Zhang
</p>
<p class="date">9/20/2021</p>
</div>
<div id="introduction" class="slide section level2">
<h1>Introduction</h1>
<ul>
<li>What is Selenium ?<br />
<ul>
<li>Selenium provides a simple API to write functional/acceptance tests using Selenium WebDriver.</li>
</ul></li>
<li>When to use Selenium?<br />
<ul>
<li>To scrape website page that hide contents;</li>
<li>To scrape website page that uses Ajax;</li>
<li>To fill in forms, searches, etc.;</li>
<li>Not to use when there is an automated software detecting mechanism (CAPTCHA)</li>
</ul></li>
<li>Disadvantages:<br />
<ul>
<li>Can be slow and inefficient</li>
</ul></li>
</ul>
</div>
<div id="classical-requests-and-beautifulsoup" class="slide section level2">
<h1>Classical <em>Requests</em> and <em>BeautifulSoup</em></h1>
<p>Suppose we need to scrape Paraguay’s Comptroller General (Contraloría General de la República)<br />
- The url is <a href="https://portaldjbr.contraloria.gov.py/portal-djbr/" class="uri">https://portaldjbr.contraloria.gov.py/portal-djbr/</a><br />
- Here is how the website looks like:</p>
<p><img src="data:image/png;base64,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" id="id" class="class" style="width:75.0%;height:75.0%" /></p>
</div>
<div id="python-code" class="slide section level2">
<h1>Python Code</h1>
<div class="sourceCode" id="cb1"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1"></a><span class="co"># Import packages</span></span>
<span id="cb1-2"><a href="#cb1-2"></a><span class="im">import</span> requests</span>
<span id="cb1-3"><a href="#cb1-3"></a><span class="im">from</span> bs4 <span class="im">import</span> BeautifulSoup</span>
<span id="cb1-4"><a href="#cb1-4"></a><span class="im">import</span> warnings</span>
<span id="cb1-5"><a href="#cb1-5"></a>warnings.filterwarnings(<span class="st">"ignore"</span>)</span>
<span id="cb1-6"><a href="#cb1-6"></a></span>
<span id="cb1-7"><a href="#cb1-7"></a><span class="cf">try</span>: </span>
<span id="cb1-8"><a href="#cb1-8"></a> headers <span class="op">=</span> {</span>
<span id="cb1-9"><a href="#cb1-9"></a> <span class="st">'accept'</span>: <span class="st">'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9'</span>,</span>
<span id="cb1-10"><a href="#cb1-10"></a> <span class="st">'user-agent'</span>: <span class="st">'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.97 Safari/537.36'</span>,</span>
<span id="cb1-11"><a href="#cb1-11"></a> }</span>
<span id="cb1-12"><a href="#cb1-12"></a> url <span class="op">=</span> <span class="st">"https://portaldjbr.contraloria.gov.py/portal-djbr/"</span></span>
<span id="cb1-13"><a href="#cb1-13"></a> r <span class="op">=</span> requests.get(url, headers<span class="op">=</span> headers)</span>
<span id="cb1-14"><a href="#cb1-14"></a> r.status_code </span>
<span id="cb1-15"><a href="#cb1-15"></a><span class="cf">except</span> requests.HTTPError <span class="im">as</span> e:</span>
<span id="cb1-16"><a href="#cb1-16"></a> <span class="bu">print</span>(e)</span>
<span id="cb1-17"><a href="#cb1-17"></a> <span class="bu">print</span>(<span class="st">"HTTPError"</span>)</span>
<span id="cb1-18"><a href="#cb1-18"></a></span>
<span id="cb1-19"><a href="#cb1-19"></a><span class="cf">except</span> requests.RequestException <span class="im">as</span> e:</span>
<span id="cb1-20"><a href="#cb1-20"></a> <span class="bu">print</span>(e)</span>
<span id="cb1-21"><a href="#cb1-21"></a></span>
<span id="cb1-22"><a href="#cb1-22"></a><span class="cf">except</span>:</span>
<span id="cb1-23"><a href="#cb1-23"></a> <span class="bu">print</span>(<span class="st">"Unknown Error!"</span>)</span></code></pre></div>
<pre><code>## HTTPSConnectionPool(host='portaldjbr.contraloria.gov.py', port=443): Max retries exceeded with url: /portal-djbr/ (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1108)')))</code></pre>
</div>
<div id="a-simple-example" class="slide section level2">
<h1>A Simple Example</h1>
<p>Suppose we want to know what are the first-page result of searching <code>georgetown dspp</code>:<br />
</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1"></a><span class="im">from</span> selenium <span class="im">import</span> webdriver</span>
<span id="cb3-2"><a href="#cb3-2"></a><span class="im">from</span> selenium.webdriver.common.keys <span class="im">import</span> Keys</span>
<span id="cb3-3"><a href="#cb3-3"></a></span>
<span id="cb3-4"><a href="#cb3-4"></a><span class="co"># Initiate the driver</span></span>
<span id="cb3-5"><a href="#cb3-5"></a>driver <span class="op">=</span> webdriver.Chrome(<span class="st">"/Applications/chromedriver"</span>)</span>
<span id="cb3-6"><a href="#cb3-6"></a>url <span class="op">=</span> <span class="st">"https://www.google.com"</span></span>
<span id="cb3-7"><a href="#cb3-7"></a>driver.get(url)</span>
<span id="cb3-8"><a href="#cb3-8"></a></span>
<span id="cb3-9"><a href="#cb3-9"></a><span class="co">## Insert the key value and search</span></span>
<span id="cb3-10"><a href="#cb3-10"></a>search <span class="op">=</span> driver.find_element_by_name(<span class="st">"q"</span>)</span>
<span id="cb3-11"><a href="#cb3-11"></a>search.send_keys(<span class="st">'georgetown dspp'</span>)</span>
<span id="cb3-12"><a href="#cb3-12"></a>search.submit()</span>
<span id="cb3-13"><a href="#cb3-13"></a></span>
<span id="cb3-14"><a href="#cb3-14"></a><span class="co">## Find the url of each result</span></span>
<span id="cb3-15"><a href="#cb3-15"></a>results <span class="op">=</span> driver.find_elements_by_xpath(<span class="st">'//div[@class="yuRUbf"]//a[@href]'</span>)</span>
<span id="cb3-16"><a href="#cb3-16"></a><span class="cf">for</span> result <span class="kw">in</span> results:</span>
<span id="cb3-17"><a href="#cb3-17"></a> <span class="bu">print</span>(result.get_attribute(<span class="st">"href"</span>))</span>
<span id="cb3-18"><a href="#cb3-18"></a></span>
<span id="cb3-19"><a href="#cb3-19"></a><span class="co">## Quit the driver</span></span></code></pre></div>
<pre><code>## https://mccourt.georgetown.edu/master-of-science-in-data-science-for-public-policy/
## https://mccourt.georgetown.edu/msdspp-request-info/
## https://andykgreen.com/
## https://www.reddit.com/r/georgetown/comments/hbatt5/how_good_is_the_msdspp_degrees_data_science/
## https://www.instagram.com/georgetownmccourtschool/?hl=en
## https://math.sciences.ncsu.edu/2018/09/27/why-your-students-should-study-data-science-and-public-policy-at-georgetown-2/
## https://www.linkedin.com/in/andykgreen
## https://en.m.wikipedia.org/wiki/McCourt_School_of_Public_Policy
## https://mccourt.georgetown.edu/people/staff/</code></pre>
<div class="sourceCode" id="cb5"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1"></a>driver.quit()</span></code></pre></div>
</div>
<div id="more-practical-scenarios" class="slide section level2">
<h1>More Practical Scenarios</h1>
<div class="sourceCode" id="cb6"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1"></a><span class="im">import</span> os</span>
<span id="cb6-2"><a href="#cb6-2"></a><span class="im">from</span> selenium <span class="im">import</span> webdriver</span>
<span id="cb6-3"><a href="#cb6-3"></a><span class="im">from</span> selenium.webdriver.chrome.service <span class="im">import</span> Service</span>
<span id="cb6-4"><a href="#cb6-4"></a><span class="im">from</span> bs4 <span class="im">import</span> BeautifulSoup</span>
<span id="cb6-5"><a href="#cb6-5"></a><span class="im">import</span> urllib.request</span>
<span id="cb6-6"><a href="#cb6-6"></a><span class="im">import</span> time</span>
<span id="cb6-7"><a href="#cb6-7"></a></span>
<span id="cb6-8"><a href="#cb6-8"></a></span>
<span id="cb6-9"><a href="#cb6-9"></a><span class="kw">def</span> getFBpost(<span class="bu">id</span><span class="op">=</span> <span class="va">None</span>, pwd<span class="op">=</span> <span class="va">None</span>, page<span class="op">=</span> <span class="va">None</span>):</span>
<span id="cb6-10"><a href="#cb6-10"></a> </span>
<span id="cb6-11"><a href="#cb6-11"></a> <span class="co"># Initiate the driver</span></span>
<span id="cb6-12"><a href="#cb6-12"></a> service <span class="op">=</span> Service(<span class="st">"/Applications/chromedriver"</span>)</span>
<span id="cb6-13"><a href="#cb6-13"></a> service.start()</span>
<span id="cb6-14"><a href="#cb6-14"></a> driver <span class="op">=</span> webdriver.Remote(service.service_url)</span>
<span id="cb6-15"><a href="#cb6-15"></a> driver.get(<span class="st">'http://www.facebook.com'</span>)</span>
<span id="cb6-16"><a href="#cb6-16"></a></span>
<span id="cb6-17"><a href="#cb6-17"></a> <span class="co"># Get and insert the email and passport</span></span>
<span id="cb6-18"><a href="#cb6-18"></a> email <span class="op">=</span> driver.find_element_by_id(<span class="st">"email"</span>)</span>
<span id="cb6-19"><a href="#cb6-19"></a> password <span class="op">=</span> driver.find_element_by_id(<span class="st">"pass"</span>)</span>
<span id="cb6-20"><a href="#cb6-20"></a> email.send_keys(<span class="bu">id</span>)</span>
<span id="cb6-21"><a href="#cb6-21"></a> password.send_keys(pwd)</span>
<span id="cb6-22"><a href="#cb6-22"></a> password.submit()</span>
<span id="cb6-23"><a href="#cb6-23"></a></span>
<span id="cb6-24"><a href="#cb6-24"></a> <span class="co"># Have a glimpse of the page</span></span>
<span id="cb6-25"><a href="#cb6-25"></a> time.sleep(<span class="dv">5</span>)</span>
<span id="cb6-26"><a href="#cb6-26"></a></span>
<span id="cb6-27"><a href="#cb6-27"></a> <span class="co"># Generate and Get the url</span></span>
<span id="cb6-28"><a href="#cb6-28"></a> url <span class="op">=</span> <span class="st">"https://www.facebook.com/"</span> <span class="op">+</span> <span class="bu">str</span>(page)</span>
<span id="cb6-29"><a href="#cb6-29"></a> driver.get(url)</span>
<span id="cb6-30"><a href="#cb6-30"></a></span>
<span id="cb6-31"><a href="#cb6-31"></a> <span class="co"># Use JS to execute selenium </span></span>
<span id="cb6-32"><a href="#cb6-32"></a> <span class="cf">for</span> x <span class="kw">in</span> <span class="bu">range</span>(<span class="dv">1</span>, <span class="dv">5</span>):</span>
<span id="cb6-33"><a href="#cb6-33"></a> driver.execute_script(<span class="st">"window.scrollTo(0,document.body.scrollHeight)"</span>)</span>
<span id="cb6-34"><a href="#cb6-34"></a> time.sleep(<span class="dv">3</span>)</span>
<span id="cb6-35"><a href="#cb6-35"></a></span>
<span id="cb6-36"><a href="#cb6-36"></a> <span class="co"># Use bs to get the page content</span></span>
<span id="cb6-37"><a href="#cb6-37"></a> soup <span class="op">=</span> BeautifulSoup(driver.page_source, <span class="st">'html.parser'</span>)</span>
<span id="cb6-38"><a href="#cb6-38"></a></span>
<span id="cb6-39"><a href="#cb6-39"></a> <span class="co"># Get the posts</span></span>
<span id="cb6-40"><a href="#cb6-40"></a> titles <span class="op">=</span> soup.find_all(<span class="st">"div"</span>, {<span class="st">"class"</span>: <span class="st">"kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x c1et5uql ii04i59q"</span>})</span>
<span id="cb6-41"><a href="#cb6-41"></a></span>
<span id="cb6-42"><a href="#cb6-42"></a> <span class="cf">with</span> <span class="bu">open</span>(<span class="st">"posts.txt"</span>, <span class="st">'w'</span>) <span class="im">as</span> <span class="bu">file</span>: </span>
<span id="cb6-43"><a href="#cb6-43"></a> <span class="cf">for</span> title <span class="kw">in</span> titles:</span>
<span id="cb6-44"><a href="#cb6-44"></a> post<span class="op">=</span> title.find(<span class="st">'div'</span>, {<span class="st">'dir'</span>: <span class="st">'auto'</span>})</span>
<span id="cb6-45"><a href="#cb6-45"></a> <span class="bu">file</span>.write(post.getText()<span class="op">+</span> <span class="st">"</span><span class="ch">\n</span><span class="st">"</span>)</span>
<span id="cb6-46"><a href="#cb6-46"></a></span>
<span id="cb6-47"><a href="#cb6-47"></a> driver.quit()</span>
<span id="cb6-48"><a href="#cb6-48"></a> </span></code></pre></div>
</div>
<div id="contd" class="slide section level2">
<h1>Cont’d</h1>
<div class="sourceCode" id="cb7"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1"></a><span class="cf">with</span> <span class="bu">open</span>(<span class="st">"id.txt"</span>, <span class="st">"r"</span>) <span class="im">as</span> f1, <span class="bu">open</span>(<span class="st">"pwd.txt"</span>, <span class="st">"r"</span>) <span class="im">as</span> f2:</span>
<span id="cb7-2"><a href="#cb7-2"></a> <span class="bu">id</span> <span class="op">=</span> <span class="bu">str</span>(f1.readlines()[<span class="dv">0</span>])</span>
<span id="cb7-3"><a href="#cb7-3"></a> pwd <span class="op">=</span> <span class="bu">str</span>(f2.readlines()[<span class="dv">0</span>])</span>
<span id="cb7-4"><a href="#cb7-4"></a></span>
<span id="cb7-5"><a href="#cb7-5"></a><span class="cf">if</span> <span class="va">__name__</span> <span class="op">==</span> <span class="st">"__main__"</span>:</span>
<span id="cb7-6"><a href="#cb7-6"></a> getFBpost(<span class="bu">id</span> <span class="op">=</span> <span class="bu">id</span>,</span>
<span id="cb7-7"><a href="#cb7-7"></a> pwd <span class="op">=</span> pwd,</span>
<span id="cb7-8"><a href="#cb7-8"></a> page <span class="op">=</span> <span class="st">"georgetownuniv"</span>)</span>
<span id="cb7-9"><a href="#cb7-9"></a> </span>
<span id="cb7-10"><a href="#cb7-10"></a><span class="cf">with</span> <span class="bu">open</span>(<span class="st">"posts.txt"</span>, <span class="st">"r"</span>) <span class="im">as</span> <span class="bu">file</span>:</span>
<span id="cb7-11"><a href="#cb7-11"></a> <span class="bu">print</span>(<span class="bu">file</span>.readlines()[<span class="dv">0</span>])</span>
<span id="cb7-12"><a href="#cb7-12"></a> </span></code></pre></div>
<pre><code>## President Biden has formally announced the nomination of McCourt Professor Dr. Adriana Kugler for U.S. Executive Director of the International Bank for Reconstruction and Development, part of the World Bank Group. The U.S. Executive Director represents the United States and its interests on the Board of Directors of the World Bank Group, a leading financier of basic health, education, infrastructure, environmental, governance and anti-corruption programs in the developing wor… See More</code></pre>
</div>
<div id="improve-efficiency-through-multithreading" class="slide section level2">
<h1>Improve Efficiency through Multithreading</h1>
<p><img src="data:image/png;base64,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" id="id" class="class" style="width:75.0%;height:75.0%" /><br />
<strong>Selenium can be efficient</strong>! Be sure to include time.sleep() or other functions in your code.</p>
</div>
<div id="original-version" class="slide section level2">
<h1>Original Version</h1>
<div class="sourceCode" id="cb9"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1"></a><span class="im">import</span> requests</span>
<span id="cb9-2"><a href="#cb9-2"></a><span class="im">from</span> urllib.parse <span class="im">import</span> urljoin</span>
<span id="cb9-3"><a href="#cb9-3"></a><span class="im">from</span> bs4 <span class="im">import</span> BeautifulSoup</span>
<span id="cb9-4"><a href="#cb9-4"></a><span class="im">from</span> selenium <span class="im">import</span> webdriver</span>
<span id="cb9-5"><a href="#cb9-5"></a><span class="im">import</span> timeit</span>
<span id="cb9-6"><a href="#cb9-6"></a></span>
<span id="cb9-7"><a href="#cb9-7"></a><span class="kw">def</span> getTitle(url <span class="op">=</span> <span class="va">None</span>):</span>
<span id="cb9-8"><a href="#cb9-8"></a> </span>
<span id="cb9-9"><a href="#cb9-9"></a> r <span class="op">=</span> requests.get(url)</span>
<span id="cb9-10"><a href="#cb9-10"></a> soup <span class="op">=</span> BeautifulSoup(r.text,<span class="st">"html"</span>)</span>
<span id="cb9-11"><a href="#cb9-11"></a> titles <span class="op">=</span> [urljoin(url,items.get(<span class="st">"href"</span>)) <span class="cf">for</span> items <span class="kw">in</span> soup.select(<span class="st">".summary .question-hyperlink"</span>)]</span>
<span id="cb9-12"><a href="#cb9-12"></a> </span>
<span id="cb9-13"><a href="#cb9-13"></a> driver<span class="op">=</span> webdriver.Chrome(<span class="st">"/Applications/chromedriver"</span>)</span>
<span id="cb9-14"><a href="#cb9-14"></a> driver.get(titles[<span class="dv">0</span>])</span>
<span id="cb9-15"><a href="#cb9-15"></a> </span>
<span id="cb9-16"><a href="#cb9-16"></a> content <span class="op">=</span> BeautifulSoup(driver.page_source)</span>
<span id="cb9-17"><a href="#cb9-17"></a> item <span class="op">=</span> content.select_one(<span class="st">"h1 a"</span>).text</span>
<span id="cb9-18"><a href="#cb9-18"></a> </span>
<span id="cb9-19"><a href="#cb9-19"></a> <span class="cf">return</span> <span class="bu">print</span>(item)</span>
<span id="cb9-20"><a href="#cb9-20"></a></span>
<span id="cb9-21"><a href="#cb9-21"></a><span class="cf">if</span> <span class="va">__name__</span> <span class="op">==</span> <span class="st">"__main__"</span>:</span>
<span id="cb9-22"><a href="#cb9-22"></a> url <span class="op">=</span> <span class="st">"https://stackoverflow.com/questions/tagged/web-scraping"</span></span>
<span id="cb9-23"><a href="#cb9-23"></a> getTitle(url<span class="op">=</span> url) </span></code></pre></div>
<pre><code>## Python Scraping: Is there anyway that I can scrape this line of code using beautifulsoup? (Finding content of a tag that contain specific tag/string)</code></pre>
<p>I use <strong>%timeit</strong>, and the result is 1.14 s ± 171 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)</p>
</div>
<div id="use-multithreading" class="slide section level2">
<h1>Use Multithreading</h1>
<div class="sourceCode" id="cb11"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1"></a><span class="im">import</span> requests</span>
<span id="cb11-2"><a href="#cb11-2"></a><span class="im">from</span> urllib.parse <span class="im">import</span> urljoin</span>
<span id="cb11-3"><a href="#cb11-3"></a><span class="im">from</span> multiprocessing.pool <span class="im">import</span> ThreadPool, Pool</span>
<span id="cb11-4"><a href="#cb11-4"></a><span class="im">from</span> bs4 <span class="im">import</span> BeautifulSoup</span>
<span id="cb11-5"><a href="#cb11-5"></a><span class="im">from</span> selenium <span class="im">import</span> webdriver</span>
<span id="cb11-6"><a href="#cb11-6"></a><span class="im">import</span> threading</span>
<span id="cb11-7"><a href="#cb11-7"></a></span>
<span id="cb11-8"><a href="#cb11-8"></a><span class="kw">def</span> getLinks(link):</span>
<span id="cb11-9"><a href="#cb11-9"></a> r <span class="op">=</span> requests.get(link)</span>
<span id="cb11-10"><a href="#cb11-10"></a> soup <span class="op">=</span> BeautifulSoup(r.text,<span class="st">"html"</span>)</span>
<span id="cb11-11"><a href="#cb11-11"></a> titles <span class="op">=</span> [urljoin(url,items.get(<span class="st">"href"</span>)) <span class="cf">for</span> items <span class="kw">in</span> soup.select(<span class="st">".summary .question-hyperlink"</span>)]</span>
<span id="cb11-12"><a href="#cb11-12"></a> <span class="cf">return</span> titles</span>
<span id="cb11-13"><a href="#cb11-13"></a></span>
<span id="cb11-14"><a href="#cb11-14"></a>threadLocal <span class="op">=</span> threading.local()</span>
<span id="cb11-15"><a href="#cb11-15"></a></span>
<span id="cb11-16"><a href="#cb11-16"></a><span class="kw">def</span> setUp():</span>
<span id="cb11-17"><a href="#cb11-17"></a> driver <span class="op">=</span> <span class="bu">getattr</span>(threadLocal, <span class="st">'driver'</span>, <span class="va">None</span>)</span>
<span id="cb11-18"><a href="#cb11-18"></a></span>
<span id="cb11-19"><a href="#cb11-19"></a> <span class="cf">if</span> driver <span class="kw">is</span> <span class="va">None</span>:</span>
<span id="cb11-20"><a href="#cb11-20"></a> options <span class="op">=</span> webdriver.ChromeOptions()</span>
<span id="cb11-21"><a href="#cb11-21"></a> options.headless<span class="op">=</span> <span class="va">True</span></span>
<span id="cb11-22"><a href="#cb11-22"></a> driver <span class="op">=</span> webdriver.Chrome(options <span class="op">=</span> options)</span>
<span id="cb11-23"><a href="#cb11-23"></a> <span class="bu">setattr</span>(threadLocal, <span class="st">'driver'</span>, driver)</span>
<span id="cb11-24"><a href="#cb11-24"></a></span>
<span id="cb11-25"><a href="#cb11-25"></a> <span class="cf">return</span> driver</span>
<span id="cb11-26"><a href="#cb11-26"></a></span>
<span id="cb11-27"><a href="#cb11-27"></a></span>
<span id="cb11-28"><a href="#cb11-28"></a><span class="kw">def</span> getTitles(url):</span>
<span id="cb11-29"><a href="#cb11-29"></a> </span>
<span id="cb11-30"><a href="#cb11-30"></a> driver <span class="op">=</span> setUp()</span>
<span id="cb11-31"><a href="#cb11-31"></a> driver.get(url)</span>
<span id="cb11-32"><a href="#cb11-32"></a></span>
<span id="cb11-33"><a href="#cb11-33"></a> content <span class="op">=</span> BeautifulSoup(driver.page_source)</span>
<span id="cb11-34"><a href="#cb11-34"></a> item <span class="op">=</span> content.select_one(<span class="st">"h1 a"</span>).text</span>
<span id="cb11-35"><a href="#cb11-35"></a> </span>
<span id="cb11-36"><a href="#cb11-36"></a> <span class="bu">print</span>(item)</span>
<span id="cb11-37"><a href="#cb11-37"></a></span>
<span id="cb11-38"><a href="#cb11-38"></a><span class="cf">if</span> <span class="va">__name__</span> <span class="op">==</span> <span class="st">'__main__'</span>:</span>
<span id="cb11-39"><a href="#cb11-39"></a> url <span class="op">=</span> <span class="st">"https://stackoverflow.com/questions/tagged/web-scraping"</span></span>
<span id="cb11-40"><a href="#cb11-40"></a> ThreadPool(<span class="dv">5</span>).<span class="bu">map</span>(getTitles,getLinks(url))</span></code></pre></div>
<pre><code>## Error while webscraping data from glassdoor using python
## How can I download specific message from Voov meeting to excel file [closed]
## How to scrape text from a hidden element?
## Is there a possibility to show the IP address used in each request?
## Python Scraping: Is there anyway that I can scrape this line of code using beautifulsoup? (Finding content of a tag that contain specific tag/string)
## While using Python Scrapy library, Response.css is showing empty list while fetching div data?
## web scrapping a table without a class or Id
## Threadpool using more threads than asked to?
## C# HtmlAgilityPack olx scraping [closed]
## How to download static files when scraping a website using Java JSOUP
## BeautifulSoup find_all that 'Kind of match'
## Multithreading - web-scrapping - Python
## TimeoutError Web Scrapping Python
## Not able to scrape entire table using pd.read_html
## Can't fix an error caused by cheerio while using axios
## Auto login to Amazon Using PHP to Scrape Data
## How to Scrape data from chart with R
## Access link href using BeautifulSoup in Python
## How can I scrape html of any website, find specific values and manipulate, then send back data to client side?
## R: webscrapping returns no applicable method for 'xml_find_all' applied to an object of class "character"?
## How can I take down the scraped Stack Overflow post from a third-party website? [duplicate]
## Can't apply the logic of grabbing next pages within a function
## Fix error in a For Loop used to extract reviews of a product given different urls
## Beautifulsoup4 find_all not getting the results I need
## I am starting web-scraping with python and
## Unable to sendkey on a password field
## Scrape facebook page like using Selenium
## I need to connect HMA VPN using python
## browser tab closing in selenium python
## Obtain data of Freight Index in python
## Extract content from html dat saved in a text file using Beautifulsoup
## getting curve values from an interactive figure using scrapy python
## urllib.error.HTTPError: HTTP Error 404: Not Found for yahoo finance scrape
## Scraping Data Using Requests and Beautifulsoup
## How to store Knowledge Graph?
## interagtion of scrapper.py to flask
## Javascript-Resolve promise to HTML
## How to get data past the "Show More" button that DOESN'T change the URL?
## Unable to parse an image link from a webpage using requests
## how to scrape a description from a website
## Product Data Scraping API Information [closed]
## How to Scrape multiple images from a website with Python [closed]
## How to scrape web table that has rows within rows?
## IMPORTXML Formula in Google Sheets
## Scraping frames in R without RSelenium?
## How to scrape a directory full of .html files using scrapy?
## Is there a way to scrape information from tippy on a webpage, utilizing only bs4 and requests module? [closed]
## Python selenium, why my text can't be located by WebDriverWait.until? Text could be located by page_source.find but not find_elements_by_xpath
## Script gets stuck somewhere in it's execution process
## BeautifulSoup: extract nth child in a list
## [None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]</code></pre>
</div>
<div id="where-i-change-the-code" class="slide section level2">
<h1>Where I change the code?</h1>
<p>The run time is 18.723 s, which is at least 3.04 times faster than before.<br />
</p>
<ul>
<li>I improve the efficiency:
<ul>
<li>by using multithreading;</li>
<li>by setting Chromedriver as headless (<code>options.headless= True</code> or <code>options.add_argument('--headless')</code>)</li>
</ul></li>
</ul>
</div>
<div id="selenium-for-testing" class="slide section level2">
<h1>Selenium for Testing</h1>
<p>I haven’t used Selenium for testing, and it is pretty similar to the code displayed before.</p>
<div class="sourceCode" id="cb13"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1"></a><span class="im">import</span> unittest</span>
<span id="cb13-2"><a href="#cb13-2"></a><span class="im">from</span> selenium <span class="im">import</span> webdriver</span>
<span id="cb13-3"><a href="#cb13-3"></a></span>
<span id="cb13-4"><a href="#cb13-4"></a><span class="kw">class</span> SearchText(unittest.TestCase):</span>
<span id="cb13-5"><a href="#cb13-5"></a> <span class="kw">def</span> setUp(<span class="va">self</span>):</span>
<span id="cb13-6"><a href="#cb13-6"></a> <span class="co"># create a new Firefox session</span></span>
<span id="cb13-7"><a href="#cb13-7"></a> <span class="va">self</span>.driver <span class="op">=</span> webdriver.Chrome(<span class="st">"/Applications/chromedriver"</span>)</span>
<span id="cb13-8"><a href="#cb13-8"></a> <span class="va">self</span>.driver.implicitly_wait(<span class="dv">30</span>)</span>
<span id="cb13-9"><a href="#cb13-9"></a> <span class="va">self</span>.driver.maximize_window()</span>
<span id="cb13-10"><a href="#cb13-10"></a> <span class="co"># navigate to the application home page</span></span>
<span id="cb13-11"><a href="#cb13-11"></a> <span class="va">self</span>.driver.get(<span class="st">"http://www.google.com/"</span>)</span>
<span id="cb13-12"><a href="#cb13-12"></a></span>
<span id="cb13-13"><a href="#cb13-13"></a> <span class="kw">def</span> test_search_by_text(<span class="va">self</span>):</span>
<span id="cb13-14"><a href="#cb13-14"></a> <span class="co"># get the search textbox</span></span>
<span id="cb13-15"><a href="#cb13-15"></a> <span class="va">self</span>.search_field <span class="op">=</span> <span class="va">self</span>.driver.find_element_by_name(<span class="st">"q"</span>)</span>
<span id="cb13-16"><a href="#cb13-16"></a></span>
<span id="cb13-17"><a href="#cb13-17"></a> <span class="co"># enter search keyword and submit</span></span>
<span id="cb13-18"><a href="#cb13-18"></a> <span class="va">self</span>.search_field.send_keys(<span class="st">"Selenium WebDriver Interview questions"</span>)</span>
<span id="cb13-19"><a href="#cb13-19"></a> <span class="va">self</span>.search_field.submit()</span>
<span id="cb13-20"><a href="#cb13-20"></a></span>
<span id="cb13-21"><a href="#cb13-21"></a> <span class="co">#get the list of elements which are displayed after the search</span></span>
<span id="cb13-22"><a href="#cb13-22"></a> lists <span class="op">=</span> <span class="va">self</span>.driver.find_elements_by_xpath(<span class="st">'//div[@class="yuRUbf"]//a[@href]'</span>)</span>
<span id="cb13-23"><a href="#cb13-23"></a> <span class="va">self</span>.assertEqual(<span class="dv">10</span>, <span class="bu">len</span>(lists))</span>
<span id="cb13-24"><a href="#cb13-24"></a></span>
<span id="cb13-25"><a href="#cb13-25"></a> <span class="kw">def</span> tearDown(<span class="va">self</span>):</span>
<span id="cb13-26"><a href="#cb13-26"></a> <span class="co"># close the browser window</span></span>
<span id="cb13-27"><a href="#cb13-27"></a> <span class="va">self</span>.driver.quit()</span>
<span id="cb13-28"><a href="#cb13-28"></a></span>
<span id="cb13-29"><a href="#cb13-29"></a></span>
<span id="cb13-30"><a href="#cb13-30"></a><span class="cf">if</span> <span class="va">__name__</span> <span class="op">==</span> <span class="st">'__main__'</span>:</span>
<span id="cb13-31"><a href="#cb13-31"></a> unittest.main(exit<span class="op">=</span> <span class="va">False</span>)</span></code></pre></div>
<pre><code>## <unittest.main.TestProgram object at 0x7f92cadecd60>
##
## F
## ======================================================================
## FAIL: test_search_by_text (__main__.SearchText)
## ----------------------------------------------------------------------
## Traceback (most recent call last):
## File "<string>", line 20, in test_search_by_text
## AssertionError: 10 != 14
##
## ----------------------------------------------------------------------
## Ran 1 test in 4.906s
##
## FAILED (failures=1)</code></pre>
</div>
<div id="conclusion" class="slide section level2">
<h1>Conclusion</h1>
<ul>
<li>I saw “Selenium is a wrong tool for scraping” on stackoverflow. </li>
<li>It may be particularly useful under some circumstances.</li>
<li>Useful Resources for Selenium:
<ul>
<li><a href="https://selenium-python.readthedocs.io/">Selenium Documentation</a></li>
</ul></li>
</ul>
</div>
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