'/', 'IndexPage',

'/player', 'PlayerPage',

'/player_json', 'PlayerJsonPage',

'/game', 'GamePage',

'/search_query', 'SearchQueryPage',

'/search_result', 'SearchResultPage',

'/win_rate_diff_accum.html', 'WinRateDiffAccumPage',

'/win_weighted_accum_turn.html', 'WinWeightedAccumTurnPage',

'/popular_buys', 'PopularBuyPage',

'/openings', 'OpeningPage',

'/goals', 'GoalsPage',

'/supply_win_api', 'SupplyWinApi',

'/supply_win', 'SupplyWinPage',

'/optimal_card_ratios', 'OptimalCardRatios',

'/games_by_opponent', 'GamesByOpponentPage',

'/(.*)', 'StaticPage'

def GET(self):

import count_buys

web.header("Content-Type", "text/html; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

db = utils.get_mongo_database()

stats = count_buys.DeckBuyStats()

utils.read_object_from_db(stats, db.buys, '')

player_buy_summary = None

if 'player' in query_dict:

targ_name = norm_name(query_dict['player'])

games = map(game.Game, list(db.games.find({PLAYERS: targ_name})))

player_buy_summary = count_buys.DeckBuyStats()

match_name = lambda g, name: norm_name(name) == targ_name

count_buys.accum_buy_stats(games, player_buy_summary, match_name)

count_buys.add_effectiveness(player_buy_summary, stats)

render = web.template.render('', globals={'round': round})

if ceil < 0:

return '-%d' % (-ceil + 1)

elif floor > 0:

return '+%d' % (floor + 1)

else:

if ceil < 0:

return -1, ceil

elif floor > 0:

return 1, floor

else:

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

db = utils.get_mongo_database()

selected_card = ''

if 'card' in query_dict:

selected_card = query_dict['card']

results = db.trueskill_openings.find({'_id': {'$regex': '^open:'}})

openings = list(results)

card_list = dominioncards.opening_cards()

def split_opening(o):

ret = o['_id'][len('open:'):].split('+')

if ret == ['']: return []

# Convert the __repr__() representation stored in the

# database to the singular version of the card name.

return [dominioncards.get_card(card).singular for card in ret]

if selected_card not in ('All cards', ''):

openings = [o for o in openings if selected_card in

split_opening(o)]

openings = [o for o in openings if split_opening(o)]

for opening in openings:

floor = opening['mu'] - opening['sigma'] * 3

ceil = opening['mu'] + opening['sigma'] * 3

opening['level_key'] = make_level_key(floor, ceil)

opening['level_str'] = make_level_str(floor, ceil)

opening['skill_str'] = skill_str(opening['mu'], opening['sigma'])

opening['cards'] = split_opening(opening)

opening['cards'].sort()

opening['cards'].sort(key=lambda card: dominioncards.get_card(card).cost, reverse=True)

costs = [str(dominioncards.get_card(card).cost) for card in opening['cards']]

while len(costs) < 2:

costs.append('-')

opening['cost'] = '/'.join(costs)

openings.sort(key=lambda opening: opening['level_key'])

openings.reverse()

if selected_card == '':

openings = [op for op in openings

if op['level_key'][0] != 0

or op['_id'] == ['Silver', 'Silver']]

render = web.template.render('')

def GET(self):

web.header("Content-Type", "text/plain; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

target_player = query_dict['player']

db = utils.get_mongo_database()

games = db.games

norm_target_player = norm_name(target_player)

games_coll = games.find({PLAYERS: norm_target_player})

from pymongo import json_util

games_arr = [{'game': g[DECKS], 'id': g['_id']} for g in games_coll]

_row = ('<tr><th>%s</th>' % label,

'<td>%s</td>' % rec.display_win_loss_tie(),

'<td>%.3f</td></tr>\n' % rec.average_win_points())

keyed_records, row_label_func):

#TODO: this is a good target for a template like jinja2

table = ('<div class="cardborder yellow">',

'<h3>%s</h3>' % table_name,

'<table class="stats">',

'<tr><td></td><th>Record</th><th>Average Win Points</th></tr>\n',

render_record_row('All games', overall_record),

''.join(render_record_row(row_label_func(record_row_cond),

keyed_records[record_row_cond])

for record_row_cond in sorted(keyed_records.keys())),

'</table>',

'</div>')

return """<html>

<head>

<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">

<title>%s</title>

<link href='static/css/mystyles.css' rel='stylesheet' type='text/css'>

<link href='http://fonts.googleapis.com/css?family=IM+Fell+DW+Pica'

rel='stylesheet' type='text/css'>

<link href='http://fonts.googleapis.com/css?family=Terminal+Dosis' rel='stylesheet' type='text/css'>

</head>

<body>

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

target_player = query_dict['player'].decode('utf-8')

db = utils.get_mongo_database()

game_stats = db.game_stats

norm_target_player = norm_name(target_player)

games_coll = game_stats.find({compkey('_id', NAME): norm_target_player})

leaderboard_history_result = db.leaderboard_history.find_one(

{'_id': norm_target_player})

leaderboard_history = None

if leaderboard_history_result:

leaderboard_history = leaderboard_history_result['history']

game_list = []

aliases = set()

overall_record = RecordSummary()

rec_by_game_size = collections.defaultdict(RecordSummary)

rec_by_date = collections.defaultdict(RecordSummary)

rec_by_turn_order = collections.defaultdict(RecordSummary)

expansion_dist = collections.defaultdict(float)

expansion_win_points = collections.defaultdict(float)

date_buckets = [1, 3, 5, 10]

cutoffs = {}

for delta in date_buckets:

cutoff = datetime.datetime.now().date() + datetime.timedelta(days = -delta)

cutoffs[delta] = cutoff.strftime("%Y%m%d")

# NOTE: This assumes that game IDs can be lexically sorted

# into temporal order

for g in games_coll.sort('_id', pymongo.DESCENDING):

g_id = g['_id']['game_id']

game_list.append(g_id)

name = g['_id'][NAME]

# TODO: Turn this back. The concept of aliases only comes

#into play when two different "real" player names both

#normalize to the same "normalized" player name.

# aliases.add(target_player_cur_name)

wp = g[WIN_POINTS]

res = g[RESULT]

overall_record.record_result(res, wp)

game_len = len( g[PLAYERS] ) + 1

rec_by_game_size[game_len].record_result(res, wp)

_ord = g[ORDER]

rec_by_turn_order[_ord].record_result(res, wp)

for delta in date_buckets:

if g['game_date'] >= cutoffs[delta]:

rec_by_date[delta].record_result(res, wp)

supply = [dominioncards.index_to_card(i) for i in g[SUPPLY]]

for (ex, wt) in dominioncards.get_expansion_weight(supply).items():

expansion_dist[ex] += wt

expansion_win_points[ex] += wt * wp

#TODO: a good choice for a template like jinja2

ret = standard_heading("CouncilRoom.com: Dominion Stats: %s" %

target_player)

ret += '<form action="/player" method="get">'

ret += '<span class="subhead">Profile for %s</span>' % target_player

leaderboard_history_most_recent = (leaderboard_history[-1] if

leaderboard_history else None)

if leaderboard_history_most_recent:

level = (leaderboard_history_most_recent[1] -

leaderboard_history_most_recent[2])

level = int(max(math.floor(level), 0))

ret += '<span class="level">Level ' + str(level) + '</span>'

ret += '<span class="search2">'

ret += """

Search for another player:

<input type="text" name="player" style="width:100px;" />

<input type="submit" value="View Stats!" />

</span></form><br><br>

"""

if len(aliases) > 1:

ret += 'Aliases: ' + ', '.join(aliases) + '\n'

ret += render_record_table('Record by game size', overall_record,

rec_by_game_size,

lambda game_size: '%d players' % game_size)

ret += render_record_table('Recent Record', overall_record,

rec_by_date,

lambda num_days: 'Last %d days' % num_days)

ret += render_record_table('Record by turn order', overall_record,

rec_by_turn_order,

lambda pos: 'Table position %d' % pos)

ret += '<div style="clear: both;">&nbsp;</div>'

ret += '<div class="cardborder yellow"><h3>Expansion Data</h3><table class="stats">'

ret += '<tr><th>Card Set<th>Avg. Cards<br/> Per Kingdom<th>Weighted<br/> Win Points<th>Favor'

for (ex, weight) in sorted(expansion_dist.iteritems(),

key=operator.itemgetter(1), reverse=True):

if ex == 'Fan':

continue

wp = expansion_win_points[ex] / weight

average = overall_record.average_win_points()

ret += '<tr><th>%s</th>'%ex

ret += '<td>%.2f</td>'% (weight * 10. / len(game_list))

ret += '<td>%.2f<td>' % wp

if average > 0:

ret += '<td>%.2f%%</td>'% ( (wp - average) * 100. / average )

else:

ret += '<td>0</td>'

ret += '</table></div>'

ret += '<div style="clear: both;">&nbsp;</div>'

ret += goals.MaybeRenderGoals(db, norm_target_player)

ret += '<A HREF="/popular_buys?player=%s"><h2>Stats by card</h2></A>\n' % target_player

ret += '<A HREF="/games_by_opponent?player=%s"><h2>Record by opponent</h2></A>\n' % target_player

if leaderboard_history:

render = web.template.render('')

ret += str(render.player_page_leaderboard_history_template(

json.dumps(leaderboard_history)))

ret += '<h2>Most recent games</h2>\n'

qm = query_matcher.QueryMatcher(p1_name=target_player)

goko_games = [g for g in game_list if '.txt' in game_list]

if len(goko_games) > 2:

goko_games.sort(reverse=True)

most_recent = goko_games[:3]

else:

most_recent = game_list[:3]

for g_id in most_recent:

g = db.games.find_one({'_id': g_id})

game_val = game.Game(g)

ret += (query_matcher.GameMatcher(game_val, qm).display_game_snippet() +

'<br>')

ret += ('<A HREF="/search_result?p1_name=%s">(See more)</A>' %

target_player)

ret += '</body></html>'

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

target_player = query_dict['player'].decode('utf-8')

ret = standard_heading("CouncilRoom.com: Dominion Stats: %s" % target_player)

ret += '<form action="/player" method="get">'

ret += '<span class="subhead">Record By Opponent for %s</span>' % target_player

ret += '<br/><br/>\n\n'

ret += '<table border=1>'

ret += '<tr><td>Opponent</td><td>Record</td></tr>'

db = utils.get_mongo_database()

games = db.games

norm_target_player = norm_name(target_player)

games_coll = games.find({PLAYERS: norm_target_player})

keyed_by_opp = collections.defaultdict(list)

game_list = []

real_name_usage = collections.defaultdict(

lambda: collections.defaultdict(int))

for g in games_coll:

game_val = game.Game(g)

if game_val.dubious_quality():

continue

all_player_names = game_val.all_player_names()

norm_names = map(norm_name, all_player_names)

if len(set(norm_names)) != len(all_player_names):

continue

target_player_cur_name_cand = [

n for n in all_player_names

if norm_name(n) == norm_target_player]

if len(target_player_cur_name_cand) != 1:

continue

game_list.append(game_val)

target_player_cur_name = target_player_cur_name_cand[0]

for p in game_val.get_player_decks():

if p.name() != target_player_cur_name:

other_norm_name = norm_name(p.name())

keyed_by_opp[other_norm_name].append(

(p.name(), target_player_cur_name, game_val))

real_name_usage[other_norm_name][p.name()] += 1

keyed_by_opp_list = keyed_by_opp.items()

keyed_by_opp_list.sort(key = lambda x: (-len(x[1]), x[0]))

for opp_norm_name, game_list in keyed_by_opp_list:

record = [0, 0, 0]

for opp_name, tgt_player_curname, g in game_list:

record[g.win_loss_tie(tgt_player_curname, opp_name)] += 1

ret += '<tr>'

# Get most freq used name for opponent

#TODO: lambdas can be switched to itemgetters

opp_cannon_name = max(real_name_usage[opp_norm_name].iteritems(),

key=lambda x: x[1])[0]

row_span = (len(game_list) - 1) / 10 + 1

ret += '<td rowspan=%d>%s</td>' % (

row_span, game.PlayerDeck.PlayerLink(opp_cannon_name))

ret += '<td rowspan=%d>%d-%d-%d</td>' % (row_span, record[0],

record[1], record[2])

for idx, (opp_name, tgt_player_curname, g) in enumerate(

game_list):

if idx % 10 == 0 and idx > 0:

ret += '</tr><tr>'

ret += g.short_render_cell_with_perspective(tgt_player_curname,

opp_name)

ret += '</tr>\n'

ret += '</table></body></html>'

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

debug = int(query_dict.get('debug', 0))

game_id = query_dict['game_id']

if game_id.endswith('.gz'):

game_id = game_id[:-len('.gz')]

yyyymmdd = game.Game.get_date_from_id(game_id)

db = utils.get_mongo_database()

raw_games_col = db.raw_games

rawgame = raw_games_col.find_one({'_id': game_id})

if rawgame is None:

return 'could not find game ' + game_id

contents = bz2.decompress(rawgame['text']).decode('utf-8')

body_err_msg = ('<body><b>Error annotating game, please send the details of this message to the '

'<a href="mailto:councilroom-dev@googlegroups.com?Subject=Game%20Annotation%20Error">'

'Council Room Developers</a></b>')

try:

return annotate_game.annotate_game(contents, game_id, debug)

except parse_common.BogusGameError, b:

return contents.replace('<body>',

body_err_msg + ': foo? ' + str(b))

except Exception, e:

import sys, StringIO, traceback

exc_type, exc_value, exc_traceback = sys.exc_info()

output = StringIO.StringIO()

traceback.print_tb(exc_traceback, limit=10, file=output)

return contents.replace('<body>', body_err_msg + '<br>\n' +

'Exception:' + str(e) + '<br>' +

output.getvalue().replace('\n', '<br>').

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

db = utils.get_mongo_database()

games = db.games

ret = '<html><head><title>Game Search Results</title></head><body>'

ret += '<a href="/search_query">Back to search query page</a><BR><BR>'

try:

matcher = query_matcher.QueryMatcher(**query_dict)

found_any = False

for idx, game_match in enumerate(matcher.query_db(games)):

found_any = True

ret += game_match.display_game_snippet() + '<br>'

if not found_any:

ret += 'Your search returned no matches<br>'

except dominioncards.CardNameError, e:

ret += e.reason + '<br>'

ret += '<a href="/search_query">Back to search query page</a>'

def GET(self):

render = web.template.render('')

return render.win_graph_template(

'Win rate by card accumulation advantage',

'Difference in number bought/gained on your turn',

'win_diff_accum',

'Minion,Gold,Adventurer,Witch,Mountebank',

'WeightProportionalToAccumDiff',

render.card_filter_blurb()

def GET(self):

render = web.template.render('')

return render.win_graph_template(

'Win rate by turn card accumulated',

'Turn card was gained (only on your turn)',

'win_weighted_accum_turn',

'Silver,Cost==3 && Actions>=1 && Cards >= 1',

'WeightAllTurnsSame',

render.card_filter_blurb()

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

db = utils.get_mongo_database()

gstats_db = db.goal_stats

goal_stats = list(gstats_db.find())

n = db.games.count()

ret = standard_heading("CouncilRoom.com: Goal Stats")

ret += '<p class="intro"> Goko bots don\'t get to be listed here! If one has snuck in, please report it by sending an email to <a href="mailto:councilroom-dev@googlegroups.com">councilroom-dev@googlegroups.com</a>.</p>'

ret += '<span class="subhead">Goal Stats</span>\n<p>\n'

ret += '<table width="50%">'

ret += '<tr><td><th>Goal Name<th width="1%">Total Times Achieved<th width="1%">% Occurrence<th>Description<th>Leaders'

for g in sorted(goal_stats, key=lambda k: k['count'], reverse=True):

goal_name = g['_id']

ret += '<tr><td>'

ret += '<img src="%s" alt="%s"/>' % (goals.GetGoalImageFilename(goal_name), goal_name)

ret += '<th>%s<td align="right">%d<td align="right">%.2f<td align="center">%s' % (goal_name, g['count'], g['count']*100./n, goals.GetGoalDescription(goal_name))

rank = 1

ret += '<td>'

for (players, count) in g['top']:

if len(players)==1:

ret += "%d) %s (%d)<br />" % (rank, game.PlayerDeck.PlayerLink(players[0]), count)

else:

ret += "%d) %d tied with %d (" % (rank, len(players), count)

links = [game.PlayerDeck.PlayerLink(player) for player in players]

ret += ', '.join(links)

ret += ')<br/>'

rank += len(players)

def str_card_index(self, card_name):

card = dominioncards.get_card(card_name)

return str(card.index)

def interaction_card_index_tuples(self, query_dict):

card_name_list = query_dict.get('interaction', '').split(',')

card_names = [c.strip() for c in card_name_list if c] # remove empty strings

indexes = sorted(map(self.str_card_index, card_names), reverse=True)

# Singleton tuples are weird, but they make the fetching logic simpler.

card_tuples = list(itertools.combinations(indexes, 1))

if 'nested' in query_dict:

card_tuples.extend(list(itertools.combinations(indexes, 2)))

if 'unconditional' in query_dict or not card_tuples:

card_tuples.append(tuple())

return card_tuples

def fetch_conditional_stats(self, target_inds, interaction_tuples):

db = utils.get_mongo_database()

card_stats = []

count_searched = 0

for target_ind in target_inds:

for interaction_tuple in interaction_tuples:

count_searched += 1

if count_searched > 1000:

return card_stats

key = target_ind + ';' + (','.join(interaction_tuple))

db_val = db.card_supply.find_one({'_id': key})

if db_val:

small_gain_stat = SmallGainStat()

small_gain_stat.from_primitive_object(db_val['vals'])

def name_getter(ind_str):

return dominioncards.index_to_card(int(ind_str)).singular

card_name = name_getter(target_ind)

condition = map(name_getter, interaction_tuple)

stat_with_context = {'card_name': card_name,

'condition': condition,

'stats': small_gain_stat}

card_stats.append(stat_with_context)

return card_stats

def readable_json_card_stats(self, card_stats):

# ugly and mutative, copy?

for stat_with_context in card_stats:

stat_with_context['stats'] = (stat_with_context['stats'].

to_readable_primitive_object())

return json.dumps(card_stats)

def retrieve_data(self, query_dict):

"""Extraction of the data retrieval logic from GET

Done to make it a little easier to test

query_dict supports the following options:

targets: optional comma separated list of card names that

want stats for, if empty/not given, use all of them

interaction: optional comma separated list of cards that we

want to condition the target stats on.

nested: optional param, if given present, also get second

order contional stats.

unconditional: opt param, if present, also get unconditional

stats.

"""

targets = query_dict.get('targets', '').split(',')

if sum(len(t) for t in targets) > 0:

target_inds = map(self.str_card_index, targets)

else:

target_inds = [str(card.index) for card in dominioncards.all_cards()]

interaction_tuples = self.interaction_card_index_tuples(query_dict)

card_stats = self.fetch_conditional_stats(target_inds,

interaction_tuples)

return card_stats

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

web.header("Access-Control-Allow-Origin", "*")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

card_stats = self.retrieve_data(query_dict)

def GET(self):

web.header("Content-Type", "text/html; charset=utf-8")

query_dict = dict(urlparse.parse_qsl(web.ctx.env['QUERY_STRING']))

card_list = sorted(set(dominioncards.all_cards()) -

set(dominioncards.TOURNAMENT_WINNINGS))

card_x_card = dominioncards.get_card(query_dict.get('card_x', 'Minion'))

card_y_card = dominioncards.get_card(query_dict.get('card_y', 'Chapel'))

card_x = str(card_x_card)

card_y = str(card_y_card)

if card_x < card_y:

db_id = card_x + ':' + card_y

swap_x_and_y = False

else:

db_id = card_y + ':' + card_x

swap_x_and_y = True

db = utils.get_mongo_database()

db_val = db.optimal_card_ratios.find_one({'_id': db_id})

if not db_val:

return 'No stats for "' + card_x + '" and "' + card_y + '".'

tracker = DBCardRatioTracker()

tracker.from_primitive_object(db_val)

num_games = sum(meanvarstat.frequency() for meanvarstat

in tracker.final.itervalues())

num_games_threshold = int(round(num_games * .002))

final_table = self.getHtmlTableForStats(

tracker.final, swap_x_and_y, num_games, num_games_threshold)

num_games = max(meanvarstat.frequency() for meanvarstat

in tracker.progressive.itervalues())

num_games_threshold = int(round(num_games * .002))

progressive_table = self.getHtmlTableForStats(

tracker.progressive, swap_x_and_y, num_games, num_games_threshold)

render = web.template.render('')

return render.optimal_card_ratios_template(

card_list, card_x_card, card_y_card, final_table, progressive_table)

@staticmethod

def getHtmlTableForStats(stats, swap_x_and_y,

num_games, num_games_threshold):

x_to_y_to_data = {}

min_x = 1e6

max_x = -1e6

min_y = 1e6

max_y = -1e6

min_mean = 1e6

max_mean = -1e6

for key, meanvarstat in stats.iteritems():

if meanvarstat.frequency() < num_games_threshold:

continue

x, y = key.split(':')

x, y = int(x), int(y)

if swap_x_and_y:

x, y = y, x

mean = meanvarstat.mean()

min_x = min(min_x, x)

max_x = max(max_x, x)

min_y = min(min_y, y)

max_y = max(max_y, y)

min_mean = min(min_mean, mean)

max_mean = max(max_mean, mean)

if not x_to_y_to_data.has_key(x):

x_to_y_to_data[x] = {}

x_to_y_to_data[x][y] = (mean, meanvarstat.render_interval(),

meanvarstat.frequency())

# clamp to 0, for now

min_x = 0

min_y = 0

render = web.template.render(

'', globals={'get_background_color':

OptimalCardRatios.getBackgroundColor})

return render.optimal_card_ratios_table_template(

min_x, max_x, min_y, max_y, min_mean, max_mean,

x_to_y_to_data, num_games, num_games_threshold)

@staticmethod

def getBackgroundColor(min_mean, max_mean, value):

background_colors = [

[min_mean, [255, 0, 0]],

[(max_mean + min_mean) / 2, [255, 255, 0]],

[max_mean, [0, 255, 0]],

]

for index in xrange(1, len(background_colors)):

if value <= background_colors[index][0]:

break

value_min, color_min = background_colors[index-1]

value_max, color_max = background_colors[index]

color = '#'

amount = (value - value_min) / (value_max - value_min)

for x in xrange(3):

component = int(color_min[x] +

amount * (color_max[x] - color_min[x]))

component = max(0, component)

component = min(component, 255)

color += '{0:02x}'.format(component)

def GET(self, arg):

import os.path

if os.path.exists(arg):

return open(arg, 'r').read()

else: