def range_models(self, range_start, range_end, model_name='default', insert_db=False):
'''
Gets list of player models for day
Args:
range_start (str): in %Y-%m-%d format
range_end (str): in %Y-%m-%d format
model_name (str): default, cash, etc.
fn (str): name of model json file to load from disk
insert_db (bool): true if want to insert models into database
Returns:
players (list): parsed model
pp_players (list): parsed model, prepared for insert into database
Examples:
a = FantasyLabsNBAAgent()
models = a.range_models(range_start='2016-03-01', range_end='2016-03-07')
models = a.range_models(range_start='2016-03-01', range_end='2016-03-07', model_name='phan')
models = a.range_models(range_start='2016-03-01', range_end='2016-03-07', model_name='phan', insert_db=True)
'''
players = []
pp_players = []
for d in date_list(range_end, range_start):
d_players, d_pp_players = self.past_day_models(model_day=dt.datetime.strftime(d, '%Y-%m-%d'), model_name=model_name)
players += d_players
pp_players += d_pp_players
if self.db and insert_db:
self.db.insert_salaries(pp_players)
return players, pp_players
def scoreboards(self, season_start, season_end):
'''
Downloads and parses range of scoreboards
Arguments:
season_start (str): in %Y-%m-%d format
season_end (str): in %Y-%m-%d format
Returns:
scoreboards (list): scoreboard dicts
Examples:
a = NBAComAgent()
sb = a.scoreboards(season_start='2015-10-27', season_end='2016-04-15')
'''
scoreboards = []
for day in reversed(date_list(season_end, season_start)):
game_date = dt.datetime.strftime(day, '%Y-%m-%d')
scoreboard_json = self.scraper.scoreboard(game_date=game_date)
scoreboard = self.parser.scoreboard(scoreboard_json,
game_date=game_date)
scoreboards.append(scoreboard)
if self.insert_db:
self.db.insert_scoreboards(scoreboards)
return scoreboards
def many_models(self,
model_name='default',
range_start=None,
range_end=None,
all_missing=False):
'''
TODO: is not implemented
Gets list of player models for day
Args:
range_start (str): in %Y-%m-%d format
range_end (str): in %Y-%m-%d format
model_name (str): default, cash, etc.
Returns:
players (list): parsed model
Examples:
a = FantasyLabsNBAAgent()
models = a.many_models(range_start='2016-03-01', range_end='2016-03-07')
models = a.many_models(all_missing=True)
'''
models = []
if all_missing:
for d in self.db.select_list(missing_models()):
daystr = datetostr(d, 'fl')
models.append({
'game_date':
daystr,
'data':
self.one_model(model_day=daystr, model_name=model_name),
'model_name':
model_name
})
else:
for d in date_list(range_end, range_start):
daystr = datetostr(d, 'fl')
models.append({
'game_date':
daystr,
'data':
self.one_model(model_day=daystr, model_name=model_name),
'model_name':
model_name
})
if self.insert_db:
self.db.insert_models(models)
return models
def rotoworld(scraper, season, db):
results = []
p = RotoworldNBAParser()
url = 'http://www.rotoworld.com/teams/depth-charts/nba.aspx'
for d in date_list(d2=season_start(season), d1=season_end(season), delta=7):
dstr = datetostr(d, 'db')
try:
content, content_date = scraper.get_wayback(url, d=dstr, max_delta=10)
if content and content_date:
for r in p.depth_charts(content, dstr):
r.pop('pf', None)
db._insert_dict(r, 'depth_charts')
results.append(r)
logging.info('completed {}'.format(dstr))
else:
logging.error('could not get {}'.format(dstr))
except Exception as e:
logging.exception('could not get {}: {}'.format(dstr, e))