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leaderboard.py
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leaderboard.py
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from template import *
from datetime import datetime, timedelta
from config import *
from graphs import *
from collections import defaultdict
import glob
import requests
import json
import time
import fileinput
import calendar
game_list = get_game_list()
game_list_dict = get_game_dict()
start_time = datetime.now()
def get_game_data(game_id):
success = False
for try_i in range(5):
try:
url = 'http://steamapi-a.akamaihd.net/ITowerAttackMiniGameService/GetGameData/v0001/?gameid={}&include_stats=1'.format(game_id)
r = requests.get(url)
response = r.json()['response']
game_data = response['game_data']
success = True
break
except:
time.sleep(2)
if not success:
print game_id, url
return None
return response
tbody = []
tbody_s = []
rows = []
for game_id, game_name in game_list:
try:
f = open('data/game_totals_{}.json'.format(game_id))
rows.append(json.load(f))
f.close()
except IOError:
pass
for row in rows:
row['skip'] = False
response = get_game_data(row['game_id'])
if response is None:
row['skip'] = True
continue
totals = row['totals']
totals['completed'] = ''
totals['place'] = 99
if row['game_id'] in win_games:
totals['place'], totals['completed'] = win_games[row['game_id']]
totals['game_level'] = response['game_data']['level']
totals['game_players'] = int(response['stats']['num_players'])
totals['game_active'] = int(response['stats']['num_active_players'])
totals['game_abilities'] = int(response['stats']['num_abilities_activated'])
totals['game_clicks'] = int(response['stats']['num_clicks'])
rows = [row for row in rows if not row['skip']]
rows.sort(key=lambda x: (x['totals']['game_level'], -x['totals']['place']), reverse=True)
game_list = [(row['game_id'], game_list_dict[row['game_id']]) for row in rows]
dt = datetime.now()
game_stats = {
'games': {},
'last_updated': '{}-{}'.format(dt.isoformat(), server_timezone),
}
for row in rows:
totals = row['totals']
game_stats['games'][row['game_id']] = {
'level': totals['game_level'],
'players': totals['game_players'],
'active': totals['game_active'],
'abilities': totals['game_abilities'],
'clicks': totals['game_clicks'],
}
for fn in ('data/game_stats.json'.format(),
'data/game_stats_{}.json'.format(dt.isoformat())):
f = open(fn, 'w')
json.dump(game_stats, f)
f.close()
i = 1
for row in rows:
totals = row['totals']
short_skip = False
game_id = row['game_id']
game_name = game_list_dict[row['game_id']]
if totals['game_level'] == 100000000 or 'YOWH' in game_name:
short_skip = True
tbody.append('<tr>')
tbody.append('<td>{}</td>'.format(i))
if not short_skip:
tbody_s.append('<tr>')
tbody_s.append('<td>{}</td>'.format(i))
for header in theaders:
k = header.key
if k == 'i':
continue
if k == 'player_name':
if game_name:
name = '{} ({})'.format(game_id, game_name)
else:
name = str(game_id)
line = '<td style="text-align: left; padding-left: 5px; padding-right: 5px"><a href="/steamgame/ranking_{}.html">{}</a></td>'.format(game_id, name)
elif k == 'completed':
line = '<td style="white-space: nowrap; text-align: left">{}</td>'.format(totals[k])
elif k in ('damage_per_click', 'edps', 'dps'):
line = '<td data-sort-value="{}">{}</td>'.format(totals[k], show_int(totals[k]))
elif k in ('gold', 'max_hp', 'game_abilities', 'game_clicks'):
line = '<td data-sort-value="{}">{}</td>'.format(totals[k], show_unit_int(totals[k]))
elif k == 'updated':
dt_ = row['last_updated']
line = '<td><abbr class="timeago-short" title="{0}">{0}</abbr></td>'.format(dt_)
else:
line = '<td>{}</td>'.format(totals.get(k, 0))
tbody.append(line)
if 'short' in header.options and not short_skip:
tbody_s.append(line)
tbody.append('</tr>')
if not short_skip:
tbody_s.append('</tr>')
i += 1
def iso8601_to_epoch(date_string):
return calendar.timegm((datetime.strptime(date_string, "%Y-%m-%dT%H:%M:%S.%f-"+server_timezone)+timedelta(hours=4)).timetuple())
chart_keys = [header.key for header in theaders if 'chart' in header.options]
stat_game_data = defaultdict(dict)
fns = glob.glob('./data/game_stats_*.json'.format())
data = defaultdict(list)
i = 0
for fn in fns:
f = open(fn)
snapshot = json.load(f)
f.close()
x = iso8601_to_epoch(snapshot['last_updated'])
for game_id in snapshot['games']:
game_id = int(game_id)
if game_id not in stat_game_data:
stat_game_data[game_id] = defaultdict(list)
for key in ('level', 'active'):
y = snapshot['games'][str(game_id)][key]
stat_game_data[game_id][key].append((x,y))
for game_id in stat_game_data:
for key in ('level', 'active'):
stat_game_data[game_id][key].sort()
stat_game_data[game_id][key] = stat_game_data[game_id][key][0::10]
def get_graph_data(game_id):
fns = glob.glob('./data/game_totals_{}_*.json'.format(game_id))
data = defaultdict(list)
i = 0
for fn in fns:
f = open(fn)
snapshot = json.load(f)
f.close()
x = iso8601_to_epoch(snapshot['last_updated'])
for key in chart_keys:
if 'game_' in key:
continue
try:
y = snapshot['totals'][key]
data[key].append((x, y))
except KeyError:
pass
i += 1
for key in data:
data[key].sort()
return data
def get_derivative(data, minutes):
d_data = []
for i in range(len(data)):
x1, y1 = data[i]
if i <= minutes*6*2:
d_data.append((x1,0))
continue
x0, y0 = data[i-minutes*6]
if x1-x0 > (minutes+2)*60:
continue
y = abs(y1-y0)/(x1-x0)
d_data.append((x1,y))
return d_data
graph_data = {}
series = defaultdict(list)
i = 0
series_names = []
for game_id, game_name in game_list:
graph_data[game_id] = get_graph_data(game_id)
for key in chart_keys:
if key in ('game_level', 'game_active'):
try:
series[key].append(stat_game_data[game_id][key.replace('game_', '')])
if key == 'game_level':
series['d_level'].append(get_derivative(stat_game_data[game_id][key.replace('game_', '')], 15))
series['d_level_60'].append(get_derivative(stat_game_data[game_id][key.replace('game_', '')], 60))
except KeyError:
pass
else:
series[key].append(graph_data[game_id][key])
series_names.append('{} ({})'.format(game_id, game_name))
i += 1
if i >= len(colors):
break
graphs = ''
msg_graphs = ''
for header in theaders:
if 'chart' not in header.options:
continue
key = header.key
graphs += render_graph(key, header.full_name, series[key], series_names)
msg_graphs += render_graph('d_level', 'Levels/s (15 min)', series['d_level'], series_names)
msg_graphs += render_graph('d_level_60', 'Levels/s (60 min)', series['d_level_60'], series_names)
extra = []
extra.append('<p>Check out the <a href="/steamgame/hall_of_fame.html"><b>Hall Of Fame</b></a>!</p>')
extra.append('<p><b>EDPS</b> (Expected DPS) = <b>E</b>[DPS] = 20*(CritMult*DPC*Crit%+DPC*(1-Crit%)) + AutoDPS. Crit% is capped at 100%.</p>')
extra.append('<p>Damage values are hypothetical totals assuming 100% player activity.</p>')
extra.append('<p><b>Note:</b> Wormhole counts are updated when the game stats update, which is every 5-20 minutes.')
context = {
'tbody': '\n'.join(tbody),
'thead': '\n'.join(generate_thead('leaderboard')),
'tfoot': '',
'title': 'Day {} Leaderboard'.format(day),
'container-padding': '20',
'date': '<abbr class="timeago" title="{0}-{2}">{1}</abbr>'.format(dt.isoformat(), dt, server_timezone),
'nav': generate_nav('leaderboard'),
'extra_content': '\n'.join(extra),
'run_time': str((datetime.now() - start_time).seconds),
'long': True,
'graphs': graphs,
}
render_template('index.html', context)
context['graphs'] = msg_graphs + graphs
render_template('msg.html', context)
# render short.html for twitch
extra = []
extra.append('<script>setTimeout(function(){location.reload();}, 1000*10);</script>')
extra.append('''
<style>
body, table, td
{
background: black;
color: #ccc;
font-family: Consolas, monospace;
font-size: 20px !important;
}
body
{
font-size: 20px;
}
a
{
color: #ccc;
}
.table>thead>tr>th
{
background: #222;
text-align: center;
}
.table-bordered>tbody>tr>td, .table-bordered>tbody>tr>th, .table-bordered>tfoot>tr>td, .table-bordered>tfoot>tr>th, .table-bordered>thead>tr>td, .table-bordered>thead>tr>th, .table-bordered
{
border-color: #222;
}
.table-condensed>tbody>tr>td, .table-condensed>tbody>tr>th, .table-condensed>tfoot>tr>td, .table-condensed>tfoot>tr>th, .table-condensed>thead>tr>td, .table-condensed>thead>tr>th {
padding: 1px;
}
</style>
''')
context['extra_content'] = '\n'.join(extra)
context['long'] = False
context['thead'] = '\n'.join(generate_thead('leaderboard_short'))
context['tbody'] = '\n'.join(tbody_s).replace('(WH', '(MSG2015 WH').replace('(#', '(MSG2015 #')
context['container-padding'] = '0'
render_template('./short.html', context)