163 lines
3.9 KiB
Plaintext
163 lines
3.9 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Scrape data from aon2e and generate csvs to import in to sqlite"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Dependencies\n",
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"import pandas as pd\n",
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"from bs4 import BeautifulSoup as bs\n",
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"import os\n",
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"from splinter import Browser\n",
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"\n",
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"# Setting up Selenium\n",
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"chrome_driver = os.path.join('..', 'chromedriver.exe')\n",
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"executable_path = {'executable_path': chrome_driver}\n",
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"browser = Browser('chrome', **executable_path, headless=False)\n",
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"\n",
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"# Pandas config\n",
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"pd.set_option('display.max_columns', None)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# url that contains all the links\n",
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"url_weapon = 'https://2e.aonprd.com/Weapons.aspx?ID='\n",
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"\n",
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"# Number of weapons\n",
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"number_of_weapons = 83\n",
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"\n",
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"# Empty lists to store the scraped values\n",
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"name_list = []\n",
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"description_list = []\n",
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"\n",
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"print(f'Beginning Data Retrieval')\n",
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"print(f'------------------------')\n",
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"\n",
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"# Loop from 1 to the value in weapon_number\n",
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"for weapon in range(1, number_of_weapons+1):\n",
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" \n",
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" url = url_weapon + str(weapon)\n",
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" browser.visit(url)\n",
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" html = browser.html\n",
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" soup = bs(html, 'html.parser')\n",
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"\n",
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" # Select only the content section\n",
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" content = soup.find(id='ctl00_MainContent_DetailedOutput')\n",
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"\n",
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" try:\n",
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" # Store the name and description\n",
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" name = content.find('a').text.strip()\n",
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" \n",
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" except:\n",
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" name = f'weapon: {weapon}'\n",
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"\n",
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" try:\n",
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" description = content.find('hr').next.text.strip()\n",
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" \n",
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" except:\n",
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" description = content.find('hr').next.strip()\n",
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" \n",
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" print(f'Processing Weapon {weapon} of {number_of_weapons} | {name}')\n",
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"\n",
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" # Append values to our empty lists\n",
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" name_list.append(name) \n",
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" description_list.append(description)\n",
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"\n",
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"print(f'------------------------')\n",
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"print(f'Data Retrieval Complete')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Directory of csv files which are taken from https://2e.aonprd.com/Weapons.aspx\n",
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"melee = pd.read_csv('melee.csv')\n",
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"ranged = pd.read_csv('ranged.csv')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"data = {'Name': name_list, 'description': description_list}\n",
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"scrape = pd.DataFrame(data)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"melee = melee.merge(scrape, how='left', on='Name')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"ranged = ranged.merge(scrape, how='left', on='Name')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"melee.to_csv('melee.csv')\n",
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"ranged.to_csv('ranged.csv')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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