{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1bee7585",
   "metadata": {},
   "source": [
    "## Clicking and scrolling\n",
    "Sometimes it isn't as simple as just loading a page and grabbing what you want. Web pages are dynamic, often you need to click on things and scroll down pages to render the elements you need."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2dc9f24a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from selenium.webdriver.common.by import By\n",
    "from selene.core.selenium.driver import get_driver, stop_driver\n",
    "from selene.core.selenium.page import PageSelene\n",
    "from selene.core.selenium.conditions import *"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5afbc31-bf36-4d7c-baa8-232eece6d46d",
   "metadata": {},
   "source": [
    "### Getting started\n",
    "As with the previous example, get the driver and load up a PageSelene object from a url. We won't bother with the logger this time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6035e9fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "driver = get_driver(width=1024, height=768)\n",
    "url = 'https://www.scrapethissite.com/pages/ajax-javascript/'\n",
    "page = PageSelene.from_url(driver, url)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4052c761-1421-4561-907b-a1bcf05d26cc",
   "metadata": {},
   "source": [
    "Check what the page we've loaded up looks like:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "33cc0d14",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 400,
       "width": 600
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "page.screenshot_to_notebook(driver)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87b052f3-0478-45ab-aaab-22cf08a4719d",
   "metadata": {},
   "source": [
    "### Clicking\n",
    "Most web pages have clickable elements that either navigate to another page or bring up a new window within the current page. In this case, we want to click on the \"year\" elements to reveal the associated data before we can retrieve it.\n",
    "\n",
    "The first thing to do is get the element you need to click on. Selene also has some helpful functions to check elements for certain features - line 3 of the cell below is checking to see if the given element is \"active\", i.e. has it been clicked yet!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c051dec2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015\n",
      "False\n"
     ]
    }
   ],
   "source": [
    "element = page.find(driver, By.ID, '2015')\n",
    "print(element.text)\n",
    "print(bool_element_class_contains(driver, element, string='active', wait=0.1, logger=None))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6536e43b-690d-47e3-8d2b-a21ef17b05c9",
   "metadata": {},
   "source": [
    "Element (ElementSelene) objects have a click() method which does it exactly what it says on the tin: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f63a37e4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "element.click(driver)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "37db6aff-e40b-44a7-9161-8c2a2b0fcc02",
   "metadata": {},
   "source": [
    "Now if we check to see if the element is active:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "8dbd8f67",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True\n"
     ]
    }
   ],
   "source": [
    "print(bool_element_class_contains(driver, element, string='active', wait=0.1, logger=None))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f8aa98b-393d-45be-a973-3df62ac2fa26",
   "metadata": {},
   "source": [
    ".... and we check to see what the page looks like now, we see that the data has rendered on the page and we can now gather it using the element retrieval functionality:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0825555f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 400,
       "width": 600
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "page.screenshot_to_notebook(driver)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "481f721a-51b4-4ca6-8269-cacf54db9145",
   "metadata": {},
   "source": [
    "### Scrolling\n",
    "For some webpages, you may need to scroll to render certain elements, or to take a certain screenshot. There are several different functions for scrolling in selene - review the API for full details. Here's one example:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8b70fe1a-d208-469b-ad49-d64d29dfbed6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "page.scroll_to_bottom(driver)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27584b99-3135-405e-a716-04a5253deadd",
   "metadata": {},
   "source": [
    "... check the screenshot to confirm we have successfully scrolled to the bottom of the page:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "fd46bd29-5f10-45cd-8b3e-1cb9749fe73d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 400,
       "width": 600
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "page.screenshot_to_notebook(driver)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "ee0c687c-57b2-4fb4-aa62-b7c55d3ee622",
   "metadata": {},
   "outputs": [],
   "source": [
    "stop_driver(driver)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.9",
   "language": "python",
   "name": "py39"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}