import math
from datetime import datetime
from typing import List
import logging
import os
from pandas import DataFrame
from peewee import *
from peewee import ModelSelect
from playhouse.shortcuts import model_to_dict
# Database configuration - supports both SQLite and PostgreSQL
DATABASE_TYPE = os.environ.get('DATABASE_TYPE', 'sqlite')
if DATABASE_TYPE.lower() == 'postgresql':
from playhouse.pool import PooledPostgresqlDatabase
db = PooledPostgresqlDatabase(
os.environ.get('POSTGRES_DB', 'pd_master'),
user=os.environ.get('POSTGRES_USER', 'pd_admin'),
password=os.environ.get('POSTGRES_PASSWORD'),
host=os.environ.get('POSTGRES_HOST', 'localhost'),
port=int(os.environ.get('POSTGRES_PORT', '5432')),
max_connections=20,
stale_timeout=300, # 5 minutes
timeout=0,
autoconnect=True,
autorollback=True # Automatically rollback failed transactions
)
else:
# Default SQLite configuration for local development
db = SqliteDatabase(
'storage/pd_master.db',
pragmas={
'journal_mode': 'wal',
'cache_size': -1 * 64000,
'synchronous': 0
}
)
date = f'{datetime.now().year}-{datetime.now().month}-{datetime.now().day}'
log_level = logging.INFO if os.environ.get('LOG_LEVEL') == 'INFO' else 'WARN'
logging.basicConfig(
filename=f'logs/database/{date}.log',
format='%(asctime)s - database - %(levelname)s - %(message)s',
level=log_level
)
# 2025, 2005
ranked_cardsets = [24, 25, 26, 27, 28, 29]
LIVE_CARDSET_ID = 27
LIVE_PROMO_CARDSET_ID = 28
CARDSETS = {
'ranked': {
'primary': ranked_cardsets,
'human': ranked_cardsets
},
'minor-league': {
'primary': [27, 8], # 2005, Mario
'secondary': [24], # 2025
'human': [x for x in range(1, 30)]
},
'major-league': {
'primary': [27, 28, 24, 25, 13, 14, 6, 8], # 2005 + Promos, 2025 + Promos, 2018 + Promos, 2012, Mario
'secondary': [5, 3], # 2019, 2022
'human': ranked_cardsets
},
'hall-of-fame': {
'primary': [x for x in range(1, 30)],
'human': ranked_cardsets
},
'flashback': {
'primary': [13, 5, 1, 3, 8], # 2018, 2019, 2021, 2022, Mario
'secondary': [24], # 2025
'human': [13, 5, 1, 3, 8] # 2018, 2019, 2021, 2022
},
'gauntlet-3': {
'primary': [13], # 2018
'secondary': [5, 11, 9], # 2019, 2016, 2023
'human': [x for x in range(1, 30)]
},
'gauntlet-4': {
'primary': [3, 6, 16], # 2022, 2013, Backyard Baseball
'secondary': [4, 9], # 2022 Promos, 2023
'human': [3, 4, 6, 9, 15, 16]
},
'gauntlet-5': {
'primary': [17, 8], # 2024, Mario
'secondary': [13], # 2018
'human': [x for x in range(1, 30)]
},
'gauntlet-6': {
'primary': [20, 8], # 1998, Mario
'secondary': [12], # 2008
'human': [x for x in range(1, 30)]
},
'gauntlet-7': {
'primary': [5, 23], # 2019, Brilliant Stars
'secondary': [1], # 2021
'human': [x for x in range(1, 30)]
},
'gauntlet-8': {
'primary': [24], # 2025
'secondary': [17],
'human': [24, 25, 22, 23]
},
'gauntlet-9': {
'primary': [27], # 2005
'secondary': [24] # 2025
}
}
def model_csv_headers(this_obj, exclude=None) -> List:
data = model_to_dict(this_obj, recurse=False, exclude=exclude)
return [x for x in data.keys()]
def model_to_csv(this_obj, exclude=None) -> List:
data = model_to_dict(this_obj, recurse=False, exclude=exclude)
return [x for x in data.values()]
def query_to_csv(all_items: ModelSelect, exclude=None):
if all_items.count() == 0:
data_list = [['No data found']]
else:
data_list = [model_csv_headers(all_items[0], exclude=exclude)]
for x in all_items:
data_list.append(model_to_csv(x, exclude=exclude))
return DataFrame(data_list).to_csv(header=False, index=False)
def complex_data_to_csv(complex_data: List):
if len(complex_data) == 0:
data_list = [['No data found']]
else:
data_list = [[x for x in complex_data[0].keys()]]
for line in complex_data:
logging.debug(f'line: {line}')
this_row = []
for key in line:
logging.debug(f'key: {key}')
if line[key] is None:
this_row.append('')
elif isinstance(line[key], dict):
if 'name' in line[key]:
this_row.append(line[key]['name'])
elif 'abbrev' in line[key]:
this_row.append(line[key]['abbrev'])
else:
this_row.append(line[key]['id'])
elif isinstance(line[key], int) and line[key] > 100000000:
this_row.append(f"'{line[key]}")
elif isinstance(line[key], str) and ',' in line[key]:
this_row.append(line[key].replace(",", "-_-"))
else:
this_row.append(line[key])
data_list.append(this_row)
return DataFrame(data_list).to_csv(header=False, index=False)
class BaseModel(Model):
class Meta:
database = db
class Current(BaseModel):
season = IntegerField()
week = IntegerField(default=0)
gsheet_template = CharField()
gsheet_version = CharField()
live_scoreboard = IntegerField()
class Meta:
database = db
table_name = 'current'
@staticmethod
def latest():
latest_current = Current.select().order_by(-Current.id).get()
return latest_current
db.create_tables([Current])
class Rarity(BaseModel):
value = IntegerField()
name = CharField(unique=True)
color = CharField()
class Meta:
database = db
table_name = 'rarity'
def __str__(self):
return self.name
db.create_tables([Rarity])
class Event(BaseModel):
name = CharField()
short_desc = CharField(null=True)
url = CharField(null=True)
long_desc = CharField(null=True)
thumbnail = CharField(null=True)
active = BooleanField(default=False)
class Meta:
database = db
table_name = 'event'
db.create_tables([Event])
class Cardset(BaseModel):
name = CharField()
description = CharField()
event = ForeignKeyField(Event, null=True)
for_purchase = BooleanField(default=True) # for_purchase
total_cards = IntegerField()
in_packs = BooleanField(default=True)
ranked_legal = BooleanField(default=True)
class Meta:
database = db
table_name = 'cardset'
def __str__(self):
return self.name
db.create_tables([Cardset])
class MlbPlayer(BaseModel):
first_name = CharField()
last_name = CharField()
key_fangraphs = IntegerField(null=True)
key_bbref = CharField(null=True)
key_retro = CharField(null=True)
key_mlbam = IntegerField(null=True)
offense_col = IntegerField(default=1)
class Meta:
database = db
table_name = 'mlbplayer'
db.create_tables([MlbPlayer])
class Player(BaseModel):
player_id = IntegerField(primary_key=True)
p_name = CharField()
cost = IntegerField(default=0)
image = CharField()
image2 = CharField(null=True)
mlbclub = CharField()
franchise = CharField()
cardset = ForeignKeyField(Cardset)
set_num = IntegerField()
rarity = ForeignKeyField(Rarity)
pos_1 = CharField()
pos_2 = CharField(null=True)
pos_3 = CharField(null=True)
pos_4 = CharField(null=True)
pos_5 = CharField(null=True)
pos_6 = CharField(null=True)
pos_7 = CharField(null=True)
pos_8 = CharField(null=True)
headshot = CharField(null=True)
vanity_card = CharField(null=True)
strat_code = CharField(null=True)
bbref_id = CharField(null=True)
fangr_id = CharField(null=True)
description = CharField()
quantity = IntegerField(default=999)
mlbplayer = ForeignKeyField(MlbPlayer, null=True)
def __str__(self):
return f'{self.cardset} {self.p_name} ({self.rarity.name})'
# def __eq__(self, other):
# if self.cardset.id == other.cardset.id and self.name == other.name:
# return True
# else:
# return False
def __lt__(self, other):
if self.wara < other.wara:
return True
elif self.wara > other.wara:
return False
elif self.name < other.name:
return True
else:
return False
def get_all_pos(self):
all_pos = []
if self.pos_1 and self.pos_1 != 'CP':
all_pos.append(self.pos_1)
if self.pos_2 and self.pos_2 != 'CP':
all_pos.append(self.pos_2)
if self.pos_3 and self.pos_3 != 'CP':
all_pos.append(self.pos_3)
if self.pos_4 and self.pos_4 != 'CP':
all_pos.append(self.pos_4)
if self.pos_5 and self.pos_5 != 'CP':
all_pos.append(self.pos_5)
if self.pos_6 and self.pos_6 != 'CP':
all_pos.append(self.pos_6)
if self.pos_7 and self.pos_7 != 'CP':
all_pos.append(self.pos_7)
if self.pos_8 and self.pos_8 != 'CP':
all_pos.append(self.pos_8)
return all_pos
def change_on_sell(self):
# caps = {
# 'replacement': 15,
# 'reserve': 50,
# 'starter': 200,
# 'all-star': 750,
# 'mvp': 2500,
# 'hof': 999999999
# }
logging.info(f'{self.p_name} cost changing from: {self.cost}')
self.cost = max(math.floor(self.cost * .95), 1)
# if self.quantity != 999:
# self.quantity += 1
logging.info(f'{self.p_name} cost now: {self.cost}')
self.save()
def change_on_buy(self):
logging.info(f'{self.p_name} cost changing from: {self.cost}')
self.cost = math.ceil(self.cost * 1.1)
# if self.quantity != 999:
# self.quantity -= 1
logging.info(f'{self.p_name} cost now: {self.cost}')
self.save()
class Meta:
database = db
table_name = 'player'
db.create_tables([Player])
class Team(BaseModel):
abbrev = CharField()
sname = CharField()
lname = CharField()
gmid = IntegerField()
gmname = CharField()
gsheet = CharField()
wallet = IntegerField()
team_value = IntegerField()
collection_value = IntegerField()
logo = CharField(null=True)
color = CharField(null=True)
season = IntegerField()
event = ForeignKeyField(Event, null=True)
career = IntegerField(default=0)
ranking = IntegerField(default=1000)
has_guide = BooleanField(default=False)
is_ai = IntegerField(null=True)
def __str__(self):
return f'S{self.season} {self.lname}'
@staticmethod
def get_by_owner(gmid, season=None):
if not season:
season = Current.get().season
team = Team.get_or_none((Team.gmid == gmid) & (Team.season == season))
if not team:
return None
return team
@staticmethod
def select_season(season=None):
if not season:
season = Current.get().season
return Team.select().where(Team.season == season)
@staticmethod
def get_season(abbrev, season=None):
if not season:
season = Current.get().season
return Team.get_or_none(Team.season == season, Team.abbrev == abbrev.upper())
def team_hash(self):
hash_string = f'{self.sname[-1]}{self.gmid / 6950123:.0f}{self.sname[-2]}{self.gmid / 42069123:.0f}'
logging.info(f'string: {hash_string}')
return hash_string
class Meta:
database = db
table_name = 'team'
db.create_tables([Team])
class PackType(BaseModel):
name = CharField()
card_count = IntegerField()
description = CharField()
cost = IntegerField()
available = BooleanField(default=True)
class Meta:
database = db
table_name = 'packtype'
db.create_tables([PackType])
class Pack(BaseModel):
team = ForeignKeyField(Team)
pack_type = ForeignKeyField(PackType)
pack_team = ForeignKeyField(Team, null=True)
pack_cardset = ForeignKeyField(Cardset, null=True)
open_time = DateTimeField(null=True)
class Meta:
database = db
table_name = 'pack'
db.create_tables([Pack])
class Card(BaseModel):
player = ForeignKeyField(Player, null=True)
team = ForeignKeyField(Team, null=True)
pack = ForeignKeyField(Pack, null=True)
value = IntegerField(default=0)
def __str__(self):
if self.player:
return f'{self.player} - {self.team.sname}'
else:
return f'Blank - {self.team.sname}'
@staticmethod
def select_season(season):
return Card.select().join(Team).where(Card.team.season == season)
class Meta:
database = db
table_name = 'card'
db.create_tables([Card])
class Roster(BaseModel):
team = ForeignKeyField(Team)
name = CharField()
roster_num = IntegerField()
card_1 = ForeignKeyField(Card)
card_2 = ForeignKeyField(Card)
card_3 = ForeignKeyField(Card)
card_4 = ForeignKeyField(Card)
card_5 = ForeignKeyField(Card)
card_6 = ForeignKeyField(Card)
card_7 = ForeignKeyField(Card)
card_8 = ForeignKeyField(Card)
card_9 = ForeignKeyField(Card)
card_10 = ForeignKeyField(Card)
card_11 = ForeignKeyField(Card)
card_12 = ForeignKeyField(Card)
card_13 = ForeignKeyField(Card)
card_14 = ForeignKeyField(Card)
card_15 = ForeignKeyField(Card)
card_16 = ForeignKeyField(Card)
card_17 = ForeignKeyField(Card)
card_18 = ForeignKeyField(Card)
card_19 = ForeignKeyField(Card)
card_20 = ForeignKeyField(Card)
card_21 = ForeignKeyField(Card)
card_22 = ForeignKeyField(Card)
card_23 = ForeignKeyField(Card)
card_24 = ForeignKeyField(Card)
card_25 = ForeignKeyField(Card)
card_26 = ForeignKeyField(Card)
def __str__(self):
return f'{self.team} Roster'
# def get_cards(self, team):
# all_cards = Card.select().where(Card.roster == self)
# this_roster = []
# return [this_roster.card1, this_roster.card2, this_roster.card3, this_roster.card4, this_roster.card5,
# this_roster.card6, this_roster.card7, this_roster.card8, this_roster.card9, this_roster.card10,
# this_roster.card11, this_roster.card12, this_roster.card13, this_roster.card14, this_roster.card15,
# this_roster.card16, this_roster.card17, this_roster.card18, this_roster.card19, this_roster.card20,
# this_roster.card21, this_roster.card22, this_roster.card23, this_roster.card24, this_roster.card25,
# this_roster.card26]
class Meta:
database = db
table_name = 'roster'
class Result(BaseModel):
away_team = ForeignKeyField(Team)
home_team = ForeignKeyField(Team)
away_score = IntegerField()
home_score = IntegerField()
away_team_value = IntegerField(null=True)
home_team_value = IntegerField(null=True)
away_team_ranking = IntegerField(null=True)
home_team_ranking = IntegerField(null=True)
scorecard = CharField()
week = IntegerField()
season = IntegerField()
ranked = BooleanField()
short_game = BooleanField()
game_type = CharField(null=True)
@staticmethod
def select_season(season=None):
if not season:
season = Current.get().season
return Result.select().where(Result.season == season)
class Meta:
database = db
table_name = 'result'
class BattingStat(BaseModel):
card = ForeignKeyField(Card)
team = ForeignKeyField(Team)
roster_num = IntegerField()
vs_team = ForeignKeyField(Team)
result = ForeignKeyField(Result, null=True)
pos = CharField()
pa = IntegerField()
ab = IntegerField()
run = IntegerField()
hit = IntegerField()
rbi = IntegerField()
double = IntegerField()
triple = IntegerField()
hr = IntegerField()
bb = IntegerField()
so = IntegerField()
hbp = IntegerField()
sac = IntegerField()
ibb = IntegerField()
gidp = IntegerField()
sb = IntegerField()
cs = IntegerField()
bphr = IntegerField()
bpfo = IntegerField()
bp1b = IntegerField()
bplo = IntegerField()
xch = IntegerField()
xhit = IntegerField()
error = IntegerField()
pb = IntegerField()
sbc = IntegerField()
csc = IntegerField()
week = IntegerField()
season = IntegerField()
created = DateTimeField()
game_id = IntegerField()
class Meta:
database = db
table_name = 'battingstat'
class PitchingStat(BaseModel):
card = ForeignKeyField(Card)
team = ForeignKeyField(Team)
roster_num = IntegerField()
vs_team = ForeignKeyField(Team)
result = ForeignKeyField(Result, null=True)
ip = FloatField()
hit = IntegerField()
run = IntegerField()
erun = IntegerField()
so = IntegerField()
bb = IntegerField()
hbp = IntegerField()
wp = IntegerField()
balk = IntegerField()
hr = IntegerField()
ir = IntegerField()
irs = IntegerField()
gs = IntegerField()
win = IntegerField()
loss = IntegerField()
hold = IntegerField()
sv = IntegerField()
bsv = IntegerField()
week = IntegerField()
season = IntegerField()
created = DateTimeField()
game_id = IntegerField()
class Meta:
database = db
table_name = 'pitchingstat'
class Award(BaseModel):
name = CharField()
season = IntegerField()
timing = CharField(default="In-Season")
card = ForeignKeyField(Card, null=True)
team = ForeignKeyField(Team, null=True)
image = CharField(null=True)
class Meta:
database = db
table_name = 'award'
class Paperdex(BaseModel):
team = ForeignKeyField(Team)
player = ForeignKeyField(Player)
created = DateTimeField(default=int(datetime.timestamp(datetime.now())*1000))
class Meta:
database = db
table_name = 'paperdex'
# def add_to_paperdex(self, team, cards: list):
# for x in players:
# if not isinstance(x, Card):
# raise TypeError(f'The Pokedex can only take a list of Player or Card objects')
#
# Paperdex.get_or_create(team=team, player=player)
class Reward(BaseModel):
name = CharField(null=True)
season = IntegerField()
week = IntegerField()
team = ForeignKeyField(Team)
created = DateTimeField()
class Meta:
database = db
table_name = 'reward'
class GameRewards(BaseModel):
name = CharField()
pack_type = ForeignKeyField(PackType, null=True)
player = ForeignKeyField(Player, null=True)
money = IntegerField(null=True)
class Meta:
database = db
table_name = 'gamerewards'
class Notification(BaseModel):
created = DateTimeField()
title = CharField()
desc = CharField(null=True)
field_name = CharField()
message = CharField()
about = CharField() # f'{Topic}-{Object ID}'
ack = BooleanField(default=False)
class Meta:
database = db
table_name = 'notification'
class GauntletReward(BaseModel):
name = CharField()
gauntlet = ForeignKeyField(Event)
reward = ForeignKeyField(GameRewards)
win_num = IntegerField()
loss_max = IntegerField(default=1)
class Meta:
database = db
table_name = 'gauntletreward'
class GauntletRun(BaseModel):
team = ForeignKeyField(Team)
gauntlet = ForeignKeyField(Event)
wins = IntegerField(default=0)
losses = IntegerField(default=0)
gsheet = CharField(null=True)
created = DateTimeField(default=int(datetime.timestamp(datetime.now())*1000))
ended = DateTimeField(default=0)
class Meta:
database = db
table_name = 'gauntletrun'
db.create_tables([
Roster, BattingStat, PitchingStat, Result, Award, Paperdex, Reward, GameRewards, Notification, GauntletReward,
GauntletRun
])
class BattingCard(BaseModel):
player = ForeignKeyField(Player)
variant = IntegerField()
steal_low = IntegerField()
steal_high = IntegerField()
steal_auto = BooleanField()
steal_jump = FloatField()
bunting = CharField()
hit_and_run = CharField()
running = IntegerField()
offense_col = IntegerField()
hand = CharField(default='R')
class Meta:
database = db
table_name = 'battingcard'
bc_index = ModelIndex(BattingCard, (BattingCard.player, BattingCard.variant), unique=True)
BattingCard.add_index(bc_index)
class BattingCardRatings(BaseModel):
battingcard = ForeignKeyField(BattingCard)
vs_hand = CharField(default='R')
pull_rate = FloatField()
center_rate = FloatField()
slap_rate = FloatField()
homerun = FloatField()
bp_homerun = FloatField()
triple = FloatField()
double_three = FloatField()
double_two = FloatField()
double_pull = FloatField()
single_two = FloatField()
single_one = FloatField()
single_center = FloatField()
bp_single = FloatField()
hbp = FloatField()
walk = FloatField()
strikeout = FloatField()
lineout = FloatField()
popout = FloatField()
flyout_a = FloatField()
flyout_bq = FloatField()
flyout_lf_b = FloatField()
flyout_rf_b = FloatField()
groundout_a = FloatField()
groundout_b = FloatField()
groundout_c = FloatField()
avg = FloatField(null=True)
obp = FloatField(null=True)
slg = FloatField(null=True)
class Meta:
database = db
table_name = 'battingcardratings'
bcr_index = ModelIndex(
BattingCardRatings, (BattingCardRatings.battingcard, BattingCardRatings.vs_hand), unique=True
)
BattingCardRatings.add_index(bcr_index)
class PitchingCard(BaseModel):
player = ForeignKeyField(Player)
variant = IntegerField()
balk = IntegerField()
wild_pitch = IntegerField()
hold = IntegerField()
starter_rating = IntegerField()
relief_rating = IntegerField()
closer_rating = IntegerField(null=True)
batting = CharField(null=True)
offense_col = IntegerField()
hand = CharField(default='R')
class Meta:
database = db
table_name = 'pitchingcard'
pc_index = ModelIndex(PitchingCard, (PitchingCard.player, PitchingCard.variant), unique=True)
PitchingCard.add_index(pc_index)
class PitchingCardRatings(BaseModel):
pitchingcard = ForeignKeyField(PitchingCard)
vs_hand = CharField(default='R')
homerun = FloatField()
bp_homerun = FloatField()
triple = FloatField()
double_three = FloatField()
double_two = FloatField()
double_cf = FloatField()
single_two = FloatField()
single_one = FloatField()
single_center = FloatField()
bp_single = FloatField()
hbp = FloatField()
walk = FloatField()
strikeout = FloatField()
flyout_lf_b = FloatField()
flyout_cf_b = FloatField()
flyout_rf_b = FloatField()
groundout_a = FloatField()
groundout_b = FloatField()
xcheck_p = FloatField()
xcheck_c = FloatField()
xcheck_1b = FloatField()
xcheck_2b = FloatField()
xcheck_3b = FloatField()
xcheck_ss = FloatField()
xcheck_lf = FloatField()
xcheck_cf = FloatField()
xcheck_rf = FloatField()
avg = FloatField(null=True)
obp = FloatField(null=True)
slg = FloatField(null=True)
class Meta:
database = db
table_name = 'pitchingcardratings'
pcr_index = ModelIndex(
PitchingCardRatings, (PitchingCardRatings.pitchingcard, PitchingCardRatings.vs_hand), unique=True
)
PitchingCardRatings.add_index(pcr_index)
class CardPosition(BaseModel):
player = ForeignKeyField(Player)
variant = IntegerField()
position = CharField()
innings = IntegerField()
range = IntegerField()
error = IntegerField()
arm = IntegerField(null=True)
pb = IntegerField(null=True)
overthrow = IntegerField(null=True)
class Meta:
database = db
table_name = 'cardposition'
pos_index = ModelIndex(
CardPosition, (CardPosition.player, CardPosition.variant, CardPosition.position), unique=True
)
CardPosition.add_index(pos_index)
db.create_tables([BattingCard, BattingCardRatings, PitchingCard, PitchingCardRatings, CardPosition])
class StratGame(BaseModel):
season = IntegerField()
game_type = CharField()
away_team = ForeignKeyField(Team)
home_team = ForeignKeyField(Team)
week = IntegerField(default=1)
away_score = IntegerField(default=0)
home_score = IntegerField(default=0)
away_team_value = IntegerField(null=True)
home_team_value = IntegerField(null=True)
away_team_ranking = IntegerField(null=True)
home_team_ranking = IntegerField(null=True)
ranked = BooleanField(default=False)
short_game = BooleanField(default=False)
forfeit = BooleanField(default=False)
class Meta:
database = db
table_name = 'stratgame'
class StratPlay(BaseModel):
game = ForeignKeyField(StratGame)
play_num = IntegerField()
batter = ForeignKeyField(Player, null=True)
batter_team = ForeignKeyField(Team, null=True)
pitcher = ForeignKeyField(Player)
pitcher_team = ForeignKeyField(Team)
on_base_code = CharField()
inning_half = CharField()
inning_num = IntegerField()
batting_order = IntegerField()
starting_outs = IntegerField()
away_score = IntegerField()
home_score = IntegerField()
batter_pos = CharField(null=True)
# These _final fields track the base this runner advances to post-play (None) if out
on_first = ForeignKeyField(Player, null=True)
on_first_final = IntegerField(null=True)
on_second = ForeignKeyField(Player, null=True)
on_second_final = IntegerField(null=True)
on_third = ForeignKeyField(Player, null=True)
on_third_final = IntegerField(null=True)
batter_final = IntegerField(null=True)
pa = IntegerField(default=0)
ab = IntegerField(default=0)
e_run = IntegerField(default=0)
run = IntegerField(default=0)
hit = IntegerField(default=0)
rbi = IntegerField(default=0)
double = IntegerField(default=0)
triple = IntegerField(default=0)
homerun = IntegerField(default=0)
bb = IntegerField(default=0)
so = IntegerField(default=0)
hbp = IntegerField(default=0)
sac = IntegerField(default=0)
ibb = IntegerField(default=0)
gidp = IntegerField(default=0)
bphr = IntegerField(default=0)
bpfo = IntegerField(default=0)
bp1b = IntegerField(default=0)
bplo = IntegerField(default=0)
sb = IntegerField(default=0)
cs = IntegerField(default=0)
outs = IntegerField(default=0)
wpa = FloatField(default=0.0)
re24 = FloatField(default=0.0)
# These fields are only required if the play is an x-check or baserunning play
catcher = ForeignKeyField(Player, null=True)
catcher_team = ForeignKeyField(Team, null=True)
defender = ForeignKeyField(Player, null=True)
defender_team = ForeignKeyField(Team, null=True)
runner = ForeignKeyField(Player, null=True)
runner_team = ForeignKeyField(Team, null=True)
check_pos = CharField(null=True)
error = IntegerField(default=0)
wild_pitch = IntegerField(default=0)
passed_ball = IntegerField(default=0)
pick_off = IntegerField(default=0)
balk = IntegerField(default=0)
is_go_ahead = BooleanField(default=False)
is_tied = BooleanField(default=False)
is_new_inning = BooleanField(default=False)
class Meta:
database = db
table_name = 'stratplay'
class Decision(BaseModel):
season = IntegerField()
game = ForeignKeyField(StratGame)
pitcher = ForeignKeyField(Player)
pitcher_team = ForeignKeyField(Team)
week = IntegerField(default=1)
win = IntegerField(default=0)
loss = IntegerField(default=0)
hold = IntegerField(default=0)
is_save = IntegerField(default=0)
b_save = IntegerField(default=0)
irunners = IntegerField(default=0)
irunners_scored = IntegerField(default=0)
rest_ip = FloatField(default=0.0)
rest_required = IntegerField(default=0)
is_start = BooleanField(default=False)
class Meta:
database = db
table_name = 'decision'
db.create_tables([StratGame, StratPlay, Decision])
db.close()
# scout_db = SqliteDatabase(
# 'storage/card_creation.db',
# pragmas={
# 'journal_mode': 'wal',
# 'cache_size': -1 * 64000,
# 'synchronous': 0
# }
# )
#
#
# class BaseModelScout(Model):
# class Meta:
# database = scout_db
#
#
# class ScoutCardset(BaseModelScout):
# set_title = CharField()
# set_subtitle = CharField(null=True)
#
#
# class ScoutPlayer(BaseModelScout):
# sba_id = IntegerField(primary_key=True)
# name = CharField()
# fg_id = IntegerField()
# br_id = CharField()
# offense_col = IntegerField()
# hand = CharField(default='R')
#
#
# scout_db.create_tables([ScoutCardset, ScoutPlayer])
#
#
# class BatterRatings(BaseModelScout):
# id = CharField(unique=True, primary_key=True)
# player = ForeignKeyField(ScoutPlayer)
# cardset = ForeignKeyField(ScoutCardset)
# vs_hand = FloatField()
# is_prep = BooleanField()
# homerun = FloatField()
# bp_homerun = FloatField()
# triple = FloatField()
# double_three = FloatField()
# double_two = FloatField()
# double_pull = FloatField()
# single_two = FloatField()
# single_one = FloatField()
# single_center = FloatField()
# bp_single = FloatField()
# hbp = FloatField()
# walk = FloatField()
# strikeout = FloatField()
# lineout = FloatField()
# popout = FloatField()
# flyout_a = FloatField()
# flyout_bq = FloatField()
# flyout_lf_b = FloatField()
# flyout_rf_b = FloatField()
# groundout_a = FloatField()
# groundout_b = FloatField()
# groundout_c = FloatField()
# avg = FloatField(null=True)
# obp = FloatField(null=True)
# slg = FloatField(null=True)
#
#
# class PitcherRatings(BaseModelScout):
# id = CharField(unique=True, primary_key=True)
# player = ForeignKeyField(ScoutPlayer)
# cardset = ForeignKeyField(ScoutCardset)
# vs_hand = CharField()
# is_prep = BooleanField()
# homerun = FloatField()
# bp_homerun = FloatField()
# triple = FloatField()
# double_three = FloatField()
# double_two = FloatField()
# double_cf = FloatField()
# single_two = FloatField()
# single_one = FloatField()
# single_center = FloatField()
# bp_single = FloatField()
# hbp = FloatField()
# walk = FloatField()
# strikeout = FloatField()
# fo_slap = FloatField()
# fo_center = FloatField()
# groundout_a = FloatField()
# groundout_b = FloatField()
# xcheck_p = FloatField()
# xcheck_c = FloatField()
# xcheck_1b = FloatField()
# xcheck_2b = FloatField()
# xcheck_3b = FloatField()
# xcheck_ss = FloatField()
# xcheck_lf = FloatField()
# xcheck_cf = FloatField()
# xcheck_rf = FloatField()
# avg = FloatField(null=True)
# obp = FloatField(null=True)
# slg = FloatField(null=True)
#
#
# # scout_db.create_tables([BatterRatings, PitcherRatings])
#
#
# class CardColumns(BaseModelScout):
# id = CharField(unique=True, primary_key=True)
# player = ForeignKeyField(ScoutPlayer)
# hand = CharField()
# b_ratings = ForeignKeyField(BatterRatings, null=True)
# p_ratings = ForeignKeyField(PitcherRatings, null=True)
# one_dice = CharField()
# one_results = CharField()
# one_splits = CharField()
# two_dice = CharField()
# two_results = CharField()
# two_splits = CharField()
# three_dice = CharField()
# three_results = CharField()
# three_splits = CharField()
#
#
# class Position(BaseModelScout):
# player = ForeignKeyField(ScoutPlayer)
# cardset = ForeignKeyField(ScoutCardset)
# position = CharField()
# innings = IntegerField()
# range = IntegerField()
# error = IntegerField()
# arm = CharField(null=True)
# pb = IntegerField(null=True)
# overthrow = IntegerField(null=True)
#
#
# class BatterData(BaseModelScout):
# player = ForeignKeyField(ScoutPlayer)
# cardset = ForeignKeyField(ScoutCardset)
# stealing = CharField()
# st_low = IntegerField()
# st_high = IntegerField()
# st_auto = BooleanField()
# st_jump = FloatField()
# bunting = CharField(null=True)
# hit_and_run = CharField(null=True)
# running = CharField()
#
#
# class PitcherData(BaseModelScout):
# player = ForeignKeyField(ScoutPlayer)
# cardset = ForeignKeyField(ScoutCardset)
# balk = IntegerField(null=True)
# wild_pitch = IntegerField(null=True)
# hold = CharField()
# starter_rating = IntegerField()
# relief_rating = IntegerField()
# closer_rating = IntegerField(null=True)
# batting = CharField(null=True)
#
#
# scout_db.create_tables([CardColumns, Position, BatterData, PitcherData])
#
#
# class CardOutput(BaseModelScout):
# name = CharField()
# hand = CharField()
# positions = CharField()
# stealing = CharField()
# bunting = CharField()
# hitandrun = CharField()
# running = CharField()
#
#
# scout_db.close()