Created
August 30, 2015 11:57
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mmr guesser for DotA 2, based on /u/Erolon's original java implementation
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__author__ = 'mammothbane' | |
import sys | |
import requests | |
from bs4 import BeautifulSoup | |
import logging | |
logging.basicConfig(level=logging.DEBUG, filename='guess.log') | |
dotabuff_url = 'http://www.dotabuff.com/players/' | |
for x in range(1, len(sys.argv)): | |
y = int(sys.argv[x]) | |
logging.info('checking dotabuff ' + str(y)) | |
r = requests.get(dotabuff_url + str(y), headers = {'User-Agent': 'MMR-Guesser by mammothbane'}) | |
if r.status_code >= 400: | |
logging.error('error ' + str(r.status_code) + ' encountered fetching dotabuff profile ' + str(y)) | |
continue | |
soup = BeautifulSoup(r.text) | |
mmr = 0 | |
primary = soup.select('div.primary')[0].select('section') | |
skill_check = primary[1].get_text() | |
most_played = primary[0] | |
if 'High Skill' in skill_check: | |
if 'Very' in skill_check: | |
mmr = 3800 | |
else: | |
mmr = 3000 | |
elif 'Normal Skill' in skill_check: | |
mmr = 1750 | |
else: # no games rated by dotabuff, so assign a higher skill..? | |
mmr = 2500 | |
logging.debug('initial estimate: ' + str(mmr)) | |
hero_mapping = {'Earth Spirit': 350, 'Juggernaut': 150, 'Troll Warlord': 150, 'Meepo': 500, 'Storm Spirit': 300} | |
for f in hero_mapping.keys(): | |
if f in most_played.get_text(): | |
logging.debug('[+' + str(hero_mapping[f]) + '] ' + f) | |
mmr += hero_mapping[f] | |
most_played_hero = int(primary[0].select('.bar-default')[0].parent.get_text()) | |
logging.debug('[+' + str(most_played_hero) + '] most played hero') | |
mmr += most_played_hero | |
stats_pane = soup.select('div.secondary')[0].select('section')[1] | |
games_played = int(stats_pane.select('tr td')[1].get_text()) | |
logging.debug('[+' + str(games_played//4) + '] ' + str(games_played) + ' games played') | |
mmr += games_played//4 | |
logging.info('dotabuff ' + str(y) + ': ' + str(mmr)) | |
print('Estimated MMR: ' + str(mmr)) |
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