def te():
'Generates a base te configuration'
return {
'weeks': util.fantasy_full_weeks(),
'position': 'TE',
'cost_baseline': 8,
'sortBy': 'receiving_yds',
'sample_size': 20,
'sample_trim': 20 * trim(),
'calc_fantasy_stats': fantasy_pts.calc_pos_plyr,
'generate_plyr_stats_dict': fantasy_pts.generate_pos_plyr_stats_dict,
'generate_plyr_default_dict': fantasy_pts.generate_pos_plyr_default_dict
}
def qb():
'Generates a base qb configuration'
return {
'weeks': util.fantasy_full_weeks(),
'position': 'QB',
'cost_baseline': 14,
'sortBy': 'passing_yds',
'sample_size': 20,
'sample_trim': 20 * trim(),
'calc_fantasy_stats': fantasy_pts.calc_qb,
'generate_plyr_stats_dict': fantasy_pts.generate_qb_plyr_stats_dict,
'generate_plyr_default_dict': fantasy_pts.generate_qb_plyr_default_dict
}
def rb():
'Generates a base qb configuration'
return {
'weeks': util.fantasy_full_weeks(),
'position': 'RB',
'cost_baseline': 16,
'sortBy': 'rushing_yds',
'sample_size': 30,
'sample_trim': 30 * trim(),
'calc_fantasy_stats': fantasy_pts.calc_pos_plyr,
'generate_plyr_stats_dict': fantasy_pts.generate_pos_plyr_stats_dict,
'generate_plyr_default_dict': fantasy_pts.generate_pos_plyr_default_dict
}
def generate_plyr_info(plyr, config):
'Generates a player object and associated core stats'
plyr_id = plyr.player_id
# query player game weeks
config['weeks'] = util.fantasy_full_weeks()
full_games = query.aggregate_plyr_games(plyr_id, config)
plyr_full_aggregate = query.aggregate_plyr_stats(plyr_id, config)
if plyr_full_aggregate:
plyr_full_dict = config['generate_plyr_stats_dict'](plyr_full_aggregate[0])
else:
plyr_full_dict = config['generate_plyr_default_dict']()
# query player stats (weeks 1-8)
config['weeks'] = util.fantasy_beg_weeks()
beg_games = query.aggregate_plyr_games(plyr_id, config)
plyr_beg_aggregate = query.aggregate_plyr_stats(plyr_id, config)
if plyr_beg_aggregate:
plyr_beg_dict = config['generate_plyr_stats_dict'](plyr_beg_aggregate[0])
else:
plyr_beg_dict = config['generate_plyr_default_dict']()
# query player stats (weeks 8-16)
config['weeks'] = util.fantasy_end_weeks()
end_games = query.aggregate_plyr_games(plyr_id, config)
plyr_end_aggregate = query.aggregate_plyr_stats(plyr_id, config)
if plyr_end_aggregate:
plyr_end_dict = config['generate_plyr_stats_dict'](plyr_end_aggregate[0])
else:
plyr_end_dict = config['generate_plyr_default_dict']()
# calculate player fantasy points
# TODO: better naming convention than config to indicate dynamic methods in object
full_pts = config['calc_fantasy_stats'](plyr_full_dict)
beg_pts = config['calc_fantasy_stats'](plyr_beg_dict)
end_pts = config['calc_fantasy_stats'](plyr_end_dict)
# total weeks, 1-8 weeks, 9-16 weeks played
full_weeks = calc_plyr_weeks(full_games)
full_weeks_played = len(full_weeks)
beg_weeks = calc_plyr_weeks(beg_games)
beg_weeks_played = len(beg_weeks)
end_weeks = calc_plyr_weeks(end_games)
end_weeks_played = len(end_weeks)
full_avg_pts = (full_pts / full_weeks_played) if full_pts > 0 else 0
beg_avg_pts = (beg_pts / beg_weeks_played) if beg_pts > 0 else 0
end_avg_pts = (end_pts / end_weeks_played) if end_pts > 0 else 0
availability = (full_weeks_played / 15) if full_weeks_played > 0 else 0
print 'Name: %s, Pts %d %.1f' % (plyr.player, full_pts, full_avg_pts)
return {
'id': plyr_id,
'name': plyr.player,
'weeks': full_weeks_played,
'pts': full_pts,
'avg_pts': full_avg_pts,
'beg_pts': beg_pts,
'beg_avg_pts': beg_avg_pts,
'end_pts': end_pts,
'end_avg_pts': end_avg_pts,
'availability': availability
}
