{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<center>\n",
    "    <h2 style=\"color: #526cfe ; font-family: Arial, sans-serif; font-size: 32px; padding: 10px;\">\n",
    "        Week 6: JavaScript Part 2 \n",
    "    </h2>\n",
    "</center>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a href=\"https://colab.research.google.com/github/gisynw/ssj-30262/blob/main/docs/Lectures/Week04_JS_Part2.ipynb\" target=\"_blank\">\n",
    "  <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open in Colab\" style=\"height: 30px;\"/>\n",
    "</a>\n",
    "&nbsp &nbsp\n",
    "<a href=\"./Week04_JS_Part2.ipynb\" target=\"_blank\"> \n",
    "  <img src=\"https://img.icons8.com/?size=100&id=108635&format=png&color=000000\" alt=\"Download\" style=\"height: 40px;\"/>\n",
    " </a>"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Object \n",
    "\n",
    "An object is a complex data type that allows you to store collections of data and more complex entities.\n",
    "\n",
    "Example of Object: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects\n",
    "\n",
    "#### 1.1 The Document Object\n",
    "- When an HTML document is loaded in a web browser, it transforms into a document object, serving as the root node of the document. \n",
    "- This document object is a property of the window object and can be accessed using either `window.document` or simply `document.`\n",
    "\n",
    "#### 1.2 Properties / Methods in Document Object\n",
    "\n",
    "- Property: document.propertyName\n",
    "    - Properties are __values__ that you can obtain or change\n",
    "\n",
    "- Method: document.methodName()\n",
    "    - Methods are __actions__ you can perform on HTML element\n",
    "\n",
    "Source: https://www.w3schools.com/jsref/dom_obj_document.asp\n",
    "\n",
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exercise 1. Update Time Automatically\n",
    "- Update the year automatically\n",
    "- Using `document` object, `write` method \n",
    "- new Date() creates a new date object with the current date and time at the moment the code is executed.\n",
    "- .getMonth() get the current year from the date\n",
    "\n",
    "```\n",
    "<p><small>&copy;Copyright &copy;\n",
    "    <script>document.write(new Date().getMonth() + 1 + '/' + new Date().getFullYear());</script>\n",
    "    Yanan Wu <br> All rights reserved</small></p>\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1.3 Change the content of the element\n",
    "- Change the property of the `<p>` element with id='location'\n",
    "\n",
    "- The most common way to access an element is to use the `id` of the element\n",
    "\n",
    "- The `innerHTML` is used to get the values of element"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Events in JS\n",
    "Events are things that happen in the web page you are programming\n",
    "\n",
    "- The user selects, clicks, or hovers the cursor over a certain element\n",
    "\n",
    "- Common events: `onclick`, `onmouseover`, `onchange`\n",
    "\n",
    "HTML allows event handler attributes, with JavaScript code, to be added to HTML elements.\n",
    "\n",
    "`<element event='some JavaScript'>`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exercise 2: Add events to button\n",
    "`onclick` is added to a `<button>` element\n",
    "- Step 1: Create a button\n",
    "- Step 2: Set up where the message appear\n",
    "- Step 3: JavaScript to Handle Events\n",
    "\n",
    "Add JavaScript to make the button functional. This script will listen for the click event and display a message\n",
    "\n",
    "```\n",
    "<button onclick = \"document.getElementById('lucky').textContent='You are the BEST One'\";>Get your lucky words</button>\n",
    "<p id = \"lucky\"></p>\n",
    "```\n",
    "\n",
    "Changes the content of its own element\n",
    "```\n",
    "<button onclick= \"this.textContent = Date()\" style=\"height: 100px;font-size: large;\">The current date and time</button>\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. Back To Top Button\n",
    "The JS accesses the button via `document.getElementById()`, attaches an event handler with `onclick`, and uses the `window.scrollTo()` method to scroll the page to the top. The smooth scrolling effect is achieved by setting `behavior: 'smooth'`, enhancing the user experience."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 3: Back To Top Button\n",
    "\n",
    "- Created using <button> with an ID to interact with JavaScript\n",
    "- Using const to declare the backButton variable to store the reference to the HTML element.\n",
    "- Using the onclick event to trigger functions based on user interaction\n",
    "- window.scrollTo(): This method control the scrolling"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "```\n",
    "<div> <button id =\"backtoTop\">Back To Top</button>\n",
    "</div>\n",
    "\n",
    "## store below script in external js\n",
    "\n",
    "const backButton = document.getElementById('backtoTop');\n",
    "backButton.onclick = function(){\n",
    "    window.scrollTo({\n",
    "        top: 0,\n",
    "        behavior:'smooth'\n",
    "    })\n",
    "};\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4. Dynamic effect: Add or remove class to a element\n",
    "- `document.querySelector()`: This method selects the first matching element in the DOM that matches the specified CSS selector. Here, it's used to get the button with the class change_bk.\n",
    "- `document.querySelectorAll()`: This method returns a NodeList of all elements matching the specified CSS selector. In this case, it selects all `<a> tags` within the first `<p> tag` of the `#p_intro element`.\n",
    "- Variable initialization: let `back_g = true`;\n",
    "- Event Listeners: Assigning an onclick event handler to the changebutton. This allows the function to execute whenever the button is clicked.\n",
    "- `forEach()` Method: This array method allows you to execute a function on each element in the NodeList. Here, it's used to iterate over each `<a> link`.\n",
    "- `link` represents one of the `<a> elements` selected by `document.querySelectorAll(\"#p_intro p a\")`.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exercise 4: Highlight elements \n",
    "\n",
    "- Step 1: Create a button \n",
    "```\n",
    " <button class='change_bk'>Click here to highlight my past experience</button>\n",
    "```\n",
    "\n",
    "- Step 2: Add a potential class\n",
    "```\n",
    ".highlight_e {\n",
    "    background-color: yellow; /* Change to your desired background color */\n",
    "}\n",
    "```\n",
    "- Step 3: Create dynamic effect to button, add or remove class to elements\n",
    "```\n",
    "const changebutton = document.querySelector(\".change_bk\");\n",
    "const past_experience =  document.querySelectorAll(\"#p_intro p a\");\n",
    "\n",
    "let back_g = true;\n",
    "\n",
    "changebutton.onclick = function(){\n",
    "    past_experience.forEach(link => {\n",
    "        if (back_g){\n",
    "            link.classList.add(\"highlight_e\");\n",
    "        } else{\n",
    "            link.classList.remove(\"highlight_e\");\n",
    "        }\n",
    "    })\n",
    "    back_g = !back_g;\n",
    "}\n",
    "```\n",
    "\n",
    "- Step 4: Make connection betwen your html and external css or js\n",
    "Add script and link to your html\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exercise 5. Toggle Effect Between Two elements Using JS and CSS\n",
    "We create an effect that toggles between two header on a webpage. The headers will fade in and out every few seconds\n",
    "\n",
    "#### Step 1: HTML Structure\n",
    "Start by defining two headers in your HTML file:\n",
    "\n",
    "```\n",
    "<div class=\"nav_bar_header1\"><h1>Hello</h1></div>\n",
    "<div class=\"nav_bar_header2\"><h1>I'm a Geospatial Scientist</h1></div>\n",
    "```\n",
    "\n",
    "#### Step 2: CSS for Transition\n",
    "We will add transitions for a smooth fade effect and make sure only one header is visible at a time\n",
    "\n",
    "- position: absolute;: This positions the headers relative to their parent container, so they can overlap.\n",
    "- opacity: 0;: Initially hides the headers.\n",
    "- transition: opacity 1s ease-in-out;: Adds a smooth fade effect over 1 second when changing the opacity.\n",
    "\n",
    "```\n",
    ".nav_bar_header1, .nav_bar_header2 {\n",
    "    position: absolute;\n",
    "    top: 0;\n",
    "    left: 0;\n",
    "    right: 0;\n",
    "    opacity: 0; /* Initially hidden */\n",
    "    transition: opacity 1s ease-in-out; /* Smooth fade */\n",
    "}\n",
    "\n",
    ".show {\n",
    "    opacity: 1; /* Make visible when the .show class is added */\n",
    "}\n",
    "```\n",
    "\n",
    "#### Step 3: JavaScript to Toggle Headers\n",
    "\n",
    "Add the JavaScript that makes the headers alternate every few seconds:\n",
    "- setTimeout method: https://www.w3schools.com/jsref/met_win_settimeout.asp\n",
    "    - The setTimeout() method calls a function after a number of milliseconds.\n",
    "    - 1 second = 1000 milliseconds.\n",
    "```\n",
    "window.onload = function() {\n",
    "    // Get headers\n",
    "    const header1 = document.querySelector(\".nav_bar_header1\");\n",
    "    const header2 = document.querySelector(\".nav_bar_header2\");\n",
    "\n",
    "    let isHeader1Visible = true; // Start with header1 visible\n",
    "\n",
    "    // Function to toggle between headers\n",
    "    function toggleHeaders() {\n",
    "        if (isHeader1Visible) {\n",
    "            // Show header1, hide header2\n",
    "            header1.classList.add(\"show\");\n",
    "            header2.classList.remove(\"show\");\n",
    "        } else {\n",
    "            // Show header2, hide header1\n",
    "            header2.classList.add(\"show\");\n",
    "            header1.classList.remove(\"show\");\n",
    "        }\n",
    "\n",
    "        // Switch to the other header for the next cycle\n",
    "        isHeader1Visible = !isHeader1Visible;\n",
    "\n",
    "        // Repeat the toggle every 4 seconds\n",
    "        setTimeout(toggleHeaders, 4000);\n",
    "    }\n",
    "\n",
    "    // Start the toggle cycle\n",
    "    toggleHeaders();\n",
    "};\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exercise 6: Add dynamic effects to the image\n",
    "Step 1: Create Figure and Pop-up Window\n",
    "\n",
    "- `<span> tag`: The `<span>` element is a generic container for inline content, used to style or manipulate parts of text or other inline content in HTML without affecting the page's layout structure.\n",
    "- `&times;`: This is an HTML entity that represents the multiplication sign (×), which is often used as a symbol for a \"close\" button, especially in modal dialogs or alerts.\n",
    "\n",
    "```\n",
    "    <div class=\"gallery-item\">\n",
    "        <img src=\"Images\\presentation\\aag_denver.jpg\" \n",
    "        alt=\"Association of American Geographers Conference\" class=\"gallery-img\">\n",
    "        <figcaption style=\"font-size: 50px;\">AAG Conference</figcaption>\n",
    "    </div>\n",
    "\n",
    "    <div  class=\"myPop\">\n",
    "        <span class=\"close\">&times;</span>\n",
    "        <img id=\"img_pop\" style=\"margin-top: 10rem;\">\n",
    "        <h1 id = \"h1_pop\"></h1>\n",
    "    </div>\n",
    "   \n",
    "   \n",
    "```\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Step 2: Set up the CSS style for the Pop-up window\n",
    "\n",
    "- The `z-index `property specifies the stack order of an element.\n",
    "- [Overflow](https://developer.mozilla.org/en-US/docs/Web/CSS/overflow) set up the desired window when content does not fit in the element\n",
    "\n",
    "```\n",
    "    .myPop{\n",
    "    display: None;\n",
    "    position: fixed;\n",
    "    z-index: 1;\n",
    "    left: 0;\n",
    "    top: 0;\n",
    "    width:100%;\n",
    "    height: 100%;\n",
    "    overflow: auto;\n",
    "    background-color: rgb(252, 252, 252);\n",
    "    text-align: center;\n",
    "    border: solid;\n",
    "    }\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Step 3: Set up the CSS style for the close button\n",
    "\n",
    "```\n",
    "    .close{\n",
    "        position: absolute;\n",
    "        top: 5rem;\n",
    "        right: 10rem;\n",
    "        color: #0d27d0;\n",
    "        font-size: 10rem;\n",
    "        font-weight: bold;\n",
    "    }\n",
    "\n",
    "    .close:hover,.close:focus {\n",
    "    color: #bbb;\n",
    "    text-decoration: none;\n",
    "    cursor: pointer;\n",
    "    }\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Step 4: Using JS to add dynamic effect\n",
    "- document.getElementsByClassName(\"myPop\"): This retrieves all elements with the class \"myPop\" and  returns a collection (like an array). \n",
    "- [0]: The index [0] accesses the first element in the collection. If there's only one element with the class \"myPop\", that element will be at index 0, which is why you need to use [0] to target it.\n",
    "- If you omitted [0], you would be trying to manipulate a collection of elements, which would cause an error because methods like style.display are intended for individual elements, not collections.\n",
    "\n",
    "```\n",
    "<script>\n",
    "        // Get the image and insert it inside the modal\n",
    "        const images = document.getElementsByClassName(\"gallery-img\");\n",
    "        const captionText = document.getElementById(\"caption\");\n",
    "        \n",
    "        const pop_w = document.getElementsByClassName(\"myPop\")[0];\n",
    "        const pop_Img = document.getElementById(\"img_pop\");\n",
    "        const pop_h1 = document.getElementById(\"h1_pop\")\n",
    "\n",
    "        // Loop through all gallery images\n",
    "        for (let i = 0; i < images.length; i++) {\n",
    "            images[i].onclick = function() {\n",
    "                pop_w.style.display = \"block\";\n",
    "                pop_Img.src = this.src;\n",
    "                pop_h1.innerHTML = this.alt\n",
    "            }\n",
    "        }\n",
    "    </script>\n",
    "```"
   ]
  }
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