def main():
p = MyFantasyLeagueNFLParser()
matched_players = []
unmatched_players = []
# MyFantasyLeagueNFLParser.players returns a list of dictionaries
# Easier to do name matching if transform to dictionary where full_name is key, player is value
fname = 'myfantasyleague_projections/players.xml'
positions = ['QB', 'RB', 'WR', 'TE']
players_match_from = {
player['full_name']: player
for player in p.players(positions=positions, fname=fname)
}
# now get players from other sites
for site, command in commands.items():
result = run_command(command)
try:
players_to_match = json.loads(result)
for player in players_to_match:
try:
full_name, first_last = NameMatcher.fix_name(
player['full_name'])
player['full_name'] = full_name
player['first_last'] = first_last
player = NameMatcher.match_player(
to_match=player,
match_from=players_match_from,
site_id_key='espn_id')
if player.get('espn_id') is not None:
matched_players.append(player)
else:
unmatched_players.append(player)
except Exception as ie:
logging.exception('%s: threw inner exception' %
player['full_name'])
except Exception as e:
logging.exception('%s: threw outer exception')
print json.dumps(matched_players, indent=4, sort_keys=True)
def main():
p = MyFantasyLeagueNFLParser()
matched_players = []
unmatched_players = []
# MyFantasyLeagueNFLParser.players returns a list of dictionaries
# Easier to do name matching if transform to dictionary where full_name is key, player is value
fname = 'myfantasyleague_projections/players.xml'
positions = ['QB', 'RB', 'WR', 'TE']
players_match_from = {player['full_name']: player for player in p.players(positions=positions, fname=fname)}
# now get players from other sites
for site, command in commands.items():
result = run_command(command)
try:
players_to_match = json.loads(result)
for player in players_to_match:
try:
full_name, first_last = NameMatcher.fix_name(player['full_name'])
player['full_name'] = full_name
player['first_last'] = first_last
player = NameMatcher.match_player(to_match=player, match_from=players_match_from, site_id_key='espn_id')
if player.get('espn_id') is not None:
matched_players.append(player)
else:
unmatched_players.append(player)
except Exception as ie:
logging.exception('%s: threw inner exception' % player['full_name'])
except Exception as e:
logging.exception('%s: threw outer exception')
print json.dumps(matched_players, indent=4, sort_keys=True)
parser.add_argument('--save_json',
help='Filename to save to',
required=False)
args = vars(parser.parse_args())
projections, rankings = s.get_projections()
players = p.projections(projections=projections, rankings=rankings)
# do name matching
# save parsing time
mfl_json = 'mfl_players.json'
if os.path.exists(mfl_json):
with open(mfl_json) as data_file:
players_match_from = json.load(data_file)
else:
mfl = MyFantasyLeagueNFLParser()
# MyFantasyLeagueNFLParser.players returns a list of dictionaries
# Easier to do name matching if transform to dictionary where full_name is key, player is value
fname = 'myfantasyleague_projections/players.xml'
positions = ['QB', 'RB', 'WR', 'TE']
players_match_from = {
p['full_name']: p
for p in mfl.players(positions=positions, fname=fname)
}
save_json(mfl_json, players_match_from)
for i in xrange(len(players)):
try:
players[i] = NameMatcher.match_player(
parser.add_argument('--save_json', help='Filename to save to', required=False)
parser.add_argument('-p', '--players', nargs='+', type=str)
args = vars(parser.parse_args())
logging.basicConfig(level=logging.INFO)
p = FootballOutsidersNFLParser(projections_file = args['infile'])
players = p.projections()
# do name matching
# save parsing time
mfl_json = 'mfl_players.json'
if os.path.exists(mfl_json):
with open(mfl_json) as data_file:
players_match_from = json.load(data_file)
else:
mfl = MyFantasyLeagueNFLParser()
# MyFantasyLeagueNFLParser.players returns a list of dictionaries
# Easier to do name matching if transform to dictionary where full_name is key, player is value
fname = 'myfantasyleague_projections/players.xml'
positions = ['QB', 'RB', 'WR', 'TE']
players_match_from = {player['full_name']: player for player in mfl.players(positions=positions, fname=fname)}
save_json(mfl_json, players_match_from)
for i in xrange(len(players)):
try:
players[i] = NameMatcher.match_player(to_match=players[i], match_from=players_match_from, site_id_key='espn_id')
except:
pass
def main():
p = MyFantasyLeagueNFLParser()
# dictionary of dictionaries: key is espn_id, value is player dictionary
combined = {}
# now get players from other sites
for site in ['espn', 'ffnerd',
'fboutsiders']: #, 'ffcalculator', 'fftoday', 'fboutsiders']:
#using espn_id as the key, so this is first
if site == 'espn':
jsonfn = '/home/sansbacon/workspace/python-nfl-projections/combined/espn-projections.json'
players = load_players(jsonfn)
for player in players:
fantasy_points = player.get('fantasy_points')
player['fantasy_points'] = [fantasy_points]
combined[player.get('espn_id')] = player
# now i need to update the existing item with other data
elif site == 'fboutsiders':
jsonfn = '/home/sansbacon/workspace/python-nfl-projections/combined/fboutsiders-projections.json'
players = load_players(jsonfn)
# if player already exists, update with fboutsiders data
# if not, then add fboutsiders player to combined
for player in players:
combined_player = combined.get(player.get('espn_id'))
if combined_player:
combined_player['risk'] = player.get('risk')
combined_player['bye'] = player.get('bye')
combined_player['age'] = player.get('age')
combined_player['fantasy_points'].append(
player.get('fantasy_points'))
combined[player.get('espn_id')] = combined_player
else:
fantasy_points = player.get('fantasy_points')
player['fantasy_points'] = [fantasy_points]
combined[player.get('espn_id')] = player
elif site == 'ffnerd':
players = load_players(
'/home/sansbacon/workspace/python-nfl-projections/combined/ffnerd-projections.json'
)
# if player already exists, update with ffnerd data
# if not, then add ffnerd player to combined
for player in players:
combined_player = combined.get(player.get('espn_id'))
if combined_player:
combined_player['stdev_rank'] = player.get('stdev_rank')
combined_player['fantasy_points'].append(
player.get('fantasy_points'))
combined[player.get('espn_id')] = combined_player
else:
fantasy_points = player.get('fantasy_points')
player['fantasy_points'] = [fantasy_points]
combined[player.get('espn_id')] = player
for espn_id, player in combined.items():
sum_fpts = 0.0
for fpts in player.get('fantasy_points', None):
try:
sum_fpts += float(fpts)
except:
pass
if sum_fpts > 0:
try:
avg_fpts = sum_fpts / float(len(fpts))
player['fantasy_points'] = avg_fpts
combined['espn_id'] = player
except:
pass
print json.dumps(combined, indent=4, sort_keys=True)
save_json('combined.json', combined.values())
save_csv('combined.csv', combined.values())
