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Stat.py
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Stat.py
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from util import exec_mysql
import datetime
import logging
from itertools import chain
from dateutil.parser import parse # pip install python-dateutil
from collections import namedtuple
from cached_property import cached_property # pip install cached-property
today = datetime.date.today()
sojourner_start = datetime.date(2015, 3, 5)
game_start = datetime.date(2012, 11, 15)
fields = '''name, date, flag, min_ap, lifetime_ap, recursions, ap, level, explorer,
discoverer, seer, recon, scout, trekker, builder, connector, mind_controller, illuminator,
recharger, liberator, pioneer, engineer, purifier, guardian, specops, missionday,
nl_1331_meetups, cassandra_neutralizer, hacker, translator, sojourner, recruiter,
collector, binder, country_master, neutralizer, disruptor, salvator, smuggler,
link_master, controller, field_master, magnusbuilder, prime_challenge, stealth_ops,
opr_live, ocf, intel_ops, urban_ops, ifs, dark_xm_threat, myriad_hack, aurora_glyph,
umbra_deploy, didact_field, drone_explorer, drone_distance, drone_recalls, drone_sender,
maverick, scout_controller, crafter, bb_combatant, red_disruptor, red_purifier,
red_neutralizer, reclaimer, hack_the_world202104, epoch, matryoshka_links, operation_sentinel,
second_sunday, eos_imprint, overclocker, operation_chronos, cryptic_memories_op, research_bounties,
research_days'''
Row = namedtuple('Row', fields)
class Stat(object):
def load(self, name):
if not name.startswith('@'):
name = '@' + name
self.db_load(exec_mysql("call FindAgentByName('{name}');".format(name=name))[-1])
def db_load(self, row): # ATTENTION: DO NOT simply use 'SELECT * FROM stats;' here. It will end in tears.
row = Row(*row) # your boat...
self.name = row.name
self.date = row.date if row.date else datetime.date(1000, 1, 1)
#self.flag = row.flag
#self.min_ap = row.min_ap
self.ap = row.ap
self.lifetime_ap = row.lifetime_ap
self.recursions = row.recursions
self.level = row.level
self.explorer = row.explorer
self.discoverer = row.discoverer
self.seer = row.seer
self.recon = row.recon
self.scout = row.scout
self.collector = row.collector
self.trekker = row.trekker
self.builder = row.builder
self.connector = row.connector
self.mind_controller = row.mind_controller
self.illuminator = row.illuminator
self.binder = row.binder
self.country_master = row.country_master
self.recharger = row.recharger
self.liberator = row.liberator
self.pioneer = row.pioneer
self.engineer = row.engineer
self.purifier = row.purifier
self.neutralizer = row.neutralizer
self.disruptor = row.disruptor
self.salvator = row.salvator
self.guardian = row.guardian
self.smuggler = row.smuggler
self.link_master = row.link_master
self.controller = row.controller
self.field_master = row.field_master
self.specops = row.specops
self.missionday = row.missionday
self.nl_1331_meetups = row.nl_1331_meetups
self.hacker = row.hacker
self.translator = row.translator
self.sojourner = row.sojourner
self.recruiter = row.recruiter
self.prime_challenge = row.prime_challenge
self.stealth_ops = row.stealth_ops
self.opr_live = row.opr_live
self.ocf = row.ocf
self.intel_ops = row.intel_ops
self.urban_ops = row.urban_ops
self.ifs = row.ifs
self.drone_explorer = row.drone_explorer
self.drone_distance = row.drone_distance
self.drone_recalls = row.drone_recalls
self.drone_sender = row.drone_sender
self.maverick = row.maverick
self.scout_controller = row.scout_controller
self.crafter = row.crafter
self.bb_combatant = row.bb_combatant
self.red_disruptor = row.red_disruptor
self.red_purifier = row.red_purifier
self.red_neutralizer = row.red_neutralizer
self.reclaimer = row.reclaimer
self.epoch = row.epoch
self.matryoshka_links = row.matryoshka_links
self.operation_sentinel = row.operation_sentinel
self.second_sunday = row.second_sunday
self.eos_imprint = row.eos_imprint
self.overclocker = row.overclocker
self.operation_chronos = row.operation_chronos
self.cryptic_memories_op = row.cryptic_memories_op
self.research_bounties = row.research_bounties
self.research_days = row.research_days
# obsolete stats
self.hack_the_world202104 = row.hack_the_world202104
self.cassandra_neutralizer = row.cassandra_neutralizer
self.magnusbuilder = row.magnusbuilder
self.dark_xm_threat = row.dark_xm_threat
self.myriad_hack = row.myriad_hack
self.aurora_glyph = row.aurora_glyph
self.umbra_deploy = row.umbra_deploy
self.didact_field = row.didact_field
if str(self.name).startswith('@'):
self.agent_id = exec_mysql("SELECT idagents FROM agents WHERE name = '{0}';".format(self.name[:16]))[0][0]
else: # probably good enough, but if this still blows up then make sure it's a numeric id and not just a name missing its @
self.agent_id = self.name
self.name = exec_mysql("SELECT name FROM agents WHERE idagents = '{0}';".format(self.agent_id))[0][0]
def table_load(self, **row):
self.date = parse(row['last_submit'] if row['last_submit'] and not row['last_submit'].startswith('0') else '1000/1/1').date()
self.name = row['name'][:16]
self.faction = row['faction'] if row['faction'] else 'UNK'
self.level = row.get('level', 0)
self.lifetime_ap = row.get('lifetime_ap', 0)
self.recursions = row.get('recursions', 0)
self.ap = row.get('ap', 0)
self.explorer = row.get('explorer', 0)
self.discoverer = row.get('discoverer', 0)
self.seer = row.get('seer', 0)
self.recon = row.get('recon', 0)
self.scout = row.get('scout', 0)
self.collector = row.get('collector', 0)
self.trekker = row.get('trekker', 0)
self.builder = row.get('builder', 0)
self.connector = row.get('connector', 0)
self.mind_controller = row.get('mind-controller', 0)
self.illuminator = row.get('illuminator', 0)
self.binder = row.get('binder', 0)
self.country_master = row.get('country-master', 0)
self.recharger = row.get('recharger', 0)
self.liberator = row.get('liberator', 0)
self.pioneer = row.get('pioneer', 0)
self.engineer = row.get('engineer', 0)
self.purifier = row.get('purifier', 0)
self.neutralizer = row.get('neutralizer', 0)
self.disruptor = row.get('disruptor', 0)
self.salvator = row.get('salvator', 0)
self.guardian = row.get('guardian', 0)
self.smuggler = row.get('smuggler', 0)
self.link_master = row.get('link-master', 0)
self.controller = row.get('controller', 0)
self.field_master = row.get('field-master', 0)
self.specops = row.get('specops', 0)
self.missionday = row.get('missionday', 0)
self.nl_1331_meetups = row.get('nl-1331-meetups', 0)
self.hacker = row.get('hacker', 0)
self.translator = row.get('translator', 0)
self.sojourner = row.get('sojourner', 0)
self.recruiter = row.get('recruiter', 0)
self.prime_challenge = row.get('prime_challenge', 0)
self.stealth_ops = row.get('stealth_ops', 0)
self.opr_live = row.get('opr_live', 0)
self.ocf = row.get('ocf', 0)
self.intel_ops = row.get('intel_ops', 0)
self.urban_ops = row.get('urban_ops', 0)
self.ifs = row.get('ifs', 0)
self.drone_explorer = row.get('drone_explorer', 0)
self.drone_distance = row.get('drone_distance', 0)
self.drone_recalls = row.get('drone_recalls', 0)
self.drone_sender = row.get('drone_sender', 0)
self.maverick = row.get('maverick', 0)
self.scout_controller = row.get('scout_controller', 0)
self.crafter = row.get('crafter', 0)
self.bb_combatant = row.get('bb_combatant', 0)
self.red_disruptor = row.get('red-disruptor', 0)
self.red_purifier = row.get('red-purifier', 0)
self.red_neutralizer = row.get('red-neutralizer', 0)
self.reclaimer = row.get('reclaimer', 0)
self.epoch = row.get('epoch', 0)
self.operation_sentinel = row.get('operation_sentinel', 0)
self.second_sunday = row.get('second_sunday', 0)
self.eos_imprint = row.get('eos_imprint', 0)
self.overclocker = row.get('overclocker', 0)
self.operation_chronos = row.get('operation_chronos', 0)
self.cryptic_memories_op = row.get('cryptic_memories_op', 0)
self.research_bounties = row.get('research_bounties', 0)
self.research_days = row.get('research_days', 0)
agent_id = exec_mysql("SELECT idagents FROM agents WHERE name = '{0}';".format(self.name))
if agent_id:
self.agent_id = agent_id[0][0]
else:
sql = '''INSERT INTO `agents` SET `name`='{0}', `faction`='{1}';'''.format(self.name, self.faction)
exec_mysql(sql)
logging.info('new entry created for {} in agents table'.format(self.name))
self.agent_id = exec_mysql("SELECT idagents FROM agents WHERE name = '{0}';".format(self.name))[0][0]
@cached_property
def min_ap(self):
return self.liberator*125 + min(-(-max(0,(self.builder-self.liberator*8))//7)*65, -(-max(0,(self.builder-self.liberator*8))//8)*125) \
+ self.connector*313 + self.mind_controller*1250 + self.liberator*500 + self.engineer*125 \
+ self.purifier*75 + self.recharger//15000*10 + self.disruptor*187 + self.salvator*750
@cached_property
def min_level(self):
from agent_stats import get_badges
ranks = ['Onyx', 'Platinum', 'Gold', 'Silver', 'Bronze', 'Locked']
sorted_badges = sorted([a.split(' ')[-1] for a in get_badges(self.__dict__).values()], key=lambda x: ranks.index(x))
expanded_badges = list(chain.from_iterable([ranks[ranks.index(a):] for a in sorted_badges]))
level = 1
if 2500 <= self.ap:
level = 2
if 20000 <= self.ap:
level = 3
if 700000 <= self.ap:
level = 4
if 150000 <= self.ap:
level = 5
if 300000 <= self.ap:
level = 6
if 600000 <= self.ap:
level = 7
if 1200000 <= self.ap:
level = 8
if 2400000 <= self.ap:
if expanded_badges.count('Gold') < 1 or expanded_badges.count('Silver') < 4:
return level
level = 9
if 4000000 <= self.ap:
if expanded_badges.count('Gold') < 2 or expanded_badges.count('Silver') < 5:
return level
level = 10
if 6000000 <= self.ap:
if expanded_badges.count('Gold') < 4 or expanded_badges.count('Silver') < 6:
return level
level = 11
if 8400000 <= self.ap:
if expanded_badges.count('Gold') < 6 or expanded_badges.count('Silver') < 7:
return level
level = 12
if 12000000 <= self.ap:
if expanded_badges.count('Platinum') < 1 or expanded_badges.count('Gold') < 7:
return level
level = 13
if 17000000 <= self.ap:
if expanded_badges.count('Platinum') < 2:
return level
level = 14
if 24000000 <= self.ap:
if expanded_badges.count('Platinum') < 3:
return level
level = 15
if 40000000 <= self.ap:
if expanded_badges.count('Platinum') < 4 or expanded_badges.count('Onyx') < 2:
return level
level = 16
return level
@cached_property
def reasons(self):
return self.validate()
@cached_property
def flag(self):
return bool(self.reasons)
def validate(self):
if str(self.date) == '1000-01-01': return ['date missing']
max_sojourner = (self.date - sojourner_start).days + 1
max_guardian = (self.date - game_start).days + 1
apdiff = exec_mysql("SELECT apdiff FROM agents WHERE `name` = '{0}';".format(self.name))
if apdiff: self.apdiff = apdiff[0][0]
reasons = []
# this seems to be a more common bug, and until there is some action agents can take to fix it, it wont be flagged
#if self.min_level > self.level + 1: # +1 is for special case where agents just dinged and scanner hasn't caught up yet. better to let some slip through than to flag an exited agent's ding
# reasons.append( 'reported level %s < %s' % (self.level, self.min_level) )
if self.ap > self.lifetime_ap:
reasons.append( 'ap:lifetime_ap %s > %s' % (self.ap, self.lifetime_ap) )
if self.guardian > max_guardian:
reasons.append( 'guardian %s > %s' % (self.guardian, max_guardian) )
if self.sojourner > max(0, max_sojourner):
reasons.append( 'sojourner %s > %s' % (self.sojourner, max_sojourner) )
if game_start > self.date:
reasons.append( 'date %s < %s' % (self.date, game_start) )
if self.date > today+datetime.timedelta(days=1):
reasons.append( 'date %s > %s' % (self.date, today+datetime.timedelta(days=1)) )
if (self.mind_controller/2) > self.connector:
reasons.append( 'connector:mind controller %s < %s/2' % (self.connector, self.mind_controller) )
if self.explorer > self.hacker+self.builder+self.engineer+self.connector:
reasons.append( 'explorer:H+B+E+C %s > %s' % (self.explorer, self.hacker+self.builder+self.engineer+self.connector) )
if self.pioneer > self.explorer:
reasons.append( 'pioneer:explorer %s > %s' % (self.pioneer, self.explorer) )
if self.pioneer > self.liberator:
reasons.append( 'pioneer:liberator %s > %s' % (self.pioneer, self.liberator) )
if self.liberator > self.builder:
reasons.append( 'liberator:builder %s > %s' % (self.liberator, self.builder) )
if (self.salvator/2) > self.disruptor:
reasons.append( 'disruptor:salvator %s < %s/2' % (self.disruptor, self.salvator) )
if self.disruptor > self.purifier:
reasons.append( 'disruptor:purifier %s > %s' % (self.disruptor, self.purifier) )
if self.neutralizer > self.purifier:
reasons.append( 'neutralizer:purifier %s > %s' % (self.neutralizer, self.purifier) )
if (self.translator/15) > self.hacker:
reasons.append( 'hacker:translator %s < %s/15' % (self.hacker, self.translator) )
if self.seer > self.discoverer:
reasons.append( 'seer:discoverer %s > %s' % (self.seer, self.discoverer) )
# there can be multiple crafting capsules now. this signal is very weak even if recalibrated
# if (self.crafter*2) > self.trekker:
# reasons.append( 'trekker:crafter %s < %s*2' % (self.trekker, self.crafter) )
# there was a missionday where they didnt require missions at all. 100 UPV would get you the badge
# http://www.pref.iwate.jp/dbps_data/_material_/_files/000/000/031/399/morioka0621.pdf (in japanese, on page 2)
#if self.missionday > self.specops:
# reasons.append( 'missionday:specops %s > %s' % (self.missionday, self.specops) )
# this catches faction flippers unfortunately
#if self.min_ap > self.lifetime_ap:
# reasons.append( 'lifetime_ap:min_ap %s < %s' % (self.lifetime_ap, self.min_ap) )
#if self.apdiff > self.lifetime_ap-self.min_ap:
# reasons.append( 'apdiff %s > %s' % (self.apdiff, self.lifetime_ap-self.min_ap) )
if not reasons:
exec_mysql("UPDATE agents SET apdiff={0} WHERE `name`='{1}';".format(self.lifetime_ap-self.min_ap, self.name))
return reasons
def save(self):
self.flag, self.min_ap # hack to make sure these are in the cache
sql = '''INSERT INTO `stats`
SET idagents={agent_id},
`date`='{date}',
`level`='{level}',
ap='{ap}',
lifetime_ap='{lifetime_ap}',
recursions='{recursions}',
explorer='{explorer}',
discoverer='{discoverer}',
seer='{seer}',
recon='{recon}',
scout='{scout}',
trekker='{trekker}',
builder='{builder}',
connector='{connector}',
`mind-controller`='{mind_controller}',
illuminator='{illuminator}',
recharger='{recharger}',
liberator='{liberator}',
pioneer='{pioneer}',
engineer='{engineer}',
purifier='{purifier}',
guardian='{guardian}',
specops='{specops}',
missionday='{missionday}',
`nl-1331-meetups`='{nl_1331_meetups}',
hacker='{hacker}',
translator='{translator}',
sojourner='{sojourner}',
recruiter='{recruiter}',
collector='{collector}',
binder='{binder}',
`country-master`='{country_master}',
neutralizer='{neutralizer}',
disruptor='{disruptor}',
salvator='{salvator}',
smuggler='{smuggler}',
`link-master`='{link_master}',
controller='{controller}',
`field-master`='{field_master}',
prime_challenge='{prime_challenge}',
stealth_ops='{stealth_ops}',
opr_live='{opr_live}',
ocf='{ocf}',
intel_ops='{intel_ops}',
urban_ops='{urban_ops}',
ifs='{ifs}',
drone_explorer='{drone_explorer}',
drone_distance='{drone_distance}',
drone_recalls='{drone_recalls}',
drone_sender='{drone_sender}',
maverick='{maverick}',
scout_controller='{scout_controller}',
crafter='{crafter}',
bb_combatant='{bb_combatant}',
`red-disruptor`='{red_disruptor}',
`red-purifier`='{red_purifier}',
`red-neutralizer`='{red_neutralizer}',
reclaimer='{reclaimer}',
epoch='{epoch}',
operation_sentinel='{operation_sentinel}',
second_sunday='{second_sunday}',
eos_imprint='{eos_imprint}',
overclocker='{overclocker}',
operation_chronos='{operation_chronos}',
cryptic_memories_op='{cryptic_memories_op}',
research_bounties='{research_bounties}',
research_days='{research_days}',
flag={flag},
`min-ap`='{min_ap}'
ON DUPLICATE KEY UPDATE `level`='{level}',
ap='{ap}',
lifetime_ap='{lifetime_ap}',
recursions='{recursions}',
explorer='{explorer}',
discoverer='{discoverer}',
seer='{seer}',
recon='{recon}',
scout='{scout}',
trekker='{trekker}',
builder='{builder}',
connector='{connector}',
`mind-controller`='{mind_controller}',
illuminator='{illuminator}',
recharger='{recharger}',
liberator='{liberator}',
pioneer='{pioneer}',
engineer='{engineer}',
purifier='{purifier}',
guardian='{guardian}',
specops='{specops}',
missionday='{missionday}',
`nl-1331-meetups`='{nl_1331_meetups}',
hacker='{hacker}',
translator='{translator}',
sojourner='{sojourner}',
recruiter='{recruiter}',
collector='{collector}',
binder='{binder}',
`country-master`='{country_master}',
neutralizer='{neutralizer}',
disruptor='{disruptor}',
salvator='{salvator}',
smuggler='{smuggler}',
`link-master`='{link_master}',
controller='{controller}',
`field-master`='{field_master}',
prime_challenge='{prime_challenge}',
stealth_ops='{stealth_ops}',
opr_live='{opr_live}',
ocf='{ocf}',
intel_ops='{intel_ops}',
urban_ops='{urban_ops}',
ifs='{ifs}',
drone_explorer='{drone_explorer}',
drone_distance='{drone_distance}',
drone_recalls='{drone_recalls}',
drone_sender='{drone_sender}',
maverick='{maverick}',
scout_controller='{scout_controller}',
crafter='{crafter}',
bb_combatant='{bb_combatant}',
`red-disruptor`='{red_disruptor}',
`red-purifier`='{red_purifier}',
`red-neutralizer`='{red_neutralizer}',
reclaimer='{reclaimer}',
epoch='{epoch}',
operation_sentinel='{operation_sentinel}',
second_sunday='{second_sunday}',
eos_imprint='{eos_imprint}',
overclocker='{overclocker}',
operation_chronos='{operation_chronos}',
cryptic_memories_op='{cryptic_memories_op}',
research_bounties='{research_bounties}',
research_days='{research_days}',
flag={flag},
`min-ap`='{min_ap}';'''.format(**self.__dict__)
self.changed = exec_mysql(sql)
def __repr__(self):
return '<Stat: {} {}>'.format(self.name, self.date)
# lifetime_ap >= ap
# date >= game_start
# today >= date
# discoverer >= seer
# connector >= mind_controller/2
# hacker+builder+engineer+connector >= explorer
# explorer >= pioneer
# builder >= liberator
# liberator >= pioneer
# disruptor >= salvator/2
# purifier >= disruptor
# purifier >= neutralizer
# hacker >= translator/15
## trekker >= crafter*2
## builder >= magnusbuilder
## explorer >= magnusbuilder/8
## translator >= aurora_glyph
## missionday > specops
# min_ap = liberator*125 + min(-(-max(0,(builder-liberator*8))/7)*65, -(-max(0,(builder-liberator*8))/8)*125) + connector*313 + mind_controller*1250 + liberator*500 + engineer*125 + purifier*75 + recharger/15000*10 + disruptor*187 + salvator*750
## requirement[level] <= ap