Copy weapons files

merge-requests/31/head
Brian Haley 2019-08-09 19:05:46 -04:00 committed by James Miller
parent 7a08cd30af
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# This directory scrapes the weapons from the [Archives of Nethys](https://2e.aonprd.com/Weapons.aspx)
## Steps to scrape the weapons
1. Install the requirements from [the previous readme](../README.md)
2. Generate .csv files from copy pasting the tables from [here](https://2e.aonprd.com/Weapons.aspx) and save them in this directory
3. Set the number_of_weapons variable to the number of weapons in the database it is currently 83
4. Run the [python file](scrape.py) or [Jupyter Notebook](scrape.ipynb)

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