def main():
# Get configuration parameters
cfg = set_config()
# Get Player Database
player_db = PlayerDatabase(cfg)
# Add teams to database
draftteams = DraftTeams(cfg)
for team in cfg['teams']:
draftteams.add_team(team)
# Startup console
print
print ''
print '*'*50
print 'DraftMatic!!!'
print '*'*50
# Create draft list history
draft_history = []
# Initialize to print players for next team
print_next_team = False
# Main Loop
while True:
# Read in draft state
draftteams.load_state(player_db)
# Get round number for next team and for primary team
n_round = draftteams.round()
n_round_primary = draftteams.next_round_for_team(cfg['primary_team'])
if n_round >= cfg['num_rounds']:
print '-'*50
print ''
for team in cfg['teams']:
print team+':'
print_team_summary(cfg, player_db, draftteams, team)
print ''
print '-'*50
exit()
# Get pick number
n_pick = draftteams.get_pick_num()
n_pick_primary = draftteams.get_pick_num_for_team(cfg['primary_team'])
n_overall_pick = draftteams.get_overall_pick_num()
n_overall_pick_primary = draftteams.get_overall_pick_num_for_team(cfg['primary_team'])
# Get drafter
drafter = draftteams.get_drafter()
# Get list of drafted players
drafted_players = draftteams.drafted_players()
# Get position weights for the next drafter
pos_weights = draftteams.teams[drafter].get_pos_weights(n_round)
if n_round_primary < cfg['num_rounds']:
pos_weights_primary = draftteams.teams[cfg['primary_team']].get_pos_weights(n_round_primary)
# Rank players
player_db.rank_players(draftteams, drafted_players, n_round, pos_weights, n_overall_pick+1)
if n_round_primary < cfg['num_rounds']:
player_db_primary = copy.deepcopy(player_db)
player_db_primary.rank_players(draftteams, drafted_players, n_round_primary, pos_weights_primary, n_overall_pick_primary+1)
# Only print 5 ranking by default
n_print_players = 10
print_round_summary = True
# Console loop until valid draft command is received
while True:
# Print round number
if print_round_summary:
print ''
print '-'*50
print 'Round {}-{} ({})'.format(n_round+1,n_pick+1,n_overall_pick+1)
print '{} is next to draft'.format(drafter)
print_team_summary(cfg, player_db, draftteams, drafter)
print '-'*50
print ''
print_round_summary = False
# Set printed player database
if print_next_team == True:
print 'Picks for next drafter ({}), {}-{} ({}):'.format(drafter,n_round+1,n_pick+1,n_overall_pick+1)
player_db_print = player_db
else:
if n_round_primary < cfg['num_rounds']:
print 'Picks for primary drafter ({}), {}-{} ({}):'.format(cfg['primary_team'],n_round_primary+1,n_pick_primary+1,n_overall_pick_primary+1)
player_db_print = player_db_primary
else:
print 'Picks complete for primary drafter ({})'.format(cfg['primary_team'])
player_db_print = player_db
# Print out rankings short list
players_to_plot_vbd = pd.DataFrame(columns=cfg['starters'].keys())
players_to_plot_rank = pd.DataFrame(columns=cfg['starters'].keys())
players_to_plot_adp = pd.DataFrame(columns=cfg['starters'].keys())
players_to_plot_ecr = pd.DataFrame(columns=cfg['starters'].keys())
n_print_players = min(n_print_players, len(player_db_print.rank))
for i in range(0, n_print_players):
print_player_summary(player_db_print, n_overall_pick+i, player_db_print.rank[i])
players_to_plot_vbd.set_value(n_overall_pick+i+1,
player_db_print.position[player_db_print.rank[i]],
player_db_print.get_vbd(player_db_print.rank[i]))
players_to_plot_rank.set_value(n_overall_pick+i+1,
player_db_print.position[player_db_print.rank[i]],
player_db_print.get_ranking_score(player_db_print.rank[i]))
if player_db_print.rank[i] in player_db_print.adp:
players_to_plot_adp.set_value(n_overall_pick+i+1,
player_db_print.position[player_db_print.rank[i]],
player_db_print.adp[player_db_print.rank[i]])
if player_db_print.rank[i] in player_db_print.ecr:
players_to_plot_ecr.set_value(n_overall_pick+i+1,
player_db_print.position[player_db_print.rank[i]],
player_db_print.ecr[player_db_print.rank[i]])
# Update player
if n_print_players > 0:
plt.figure(1)
plt.close()
plt.subplot(221)
legend_strings = []
# Loop over each position
for position in players_to_plot_rank:
# Get players in this position
players_to_plot_for_pos = players_to_plot_rank[position].dropna()
if players_to_plot_for_pos.size > 0:
# Plot position ranks and add position to legend
plt.plot(players_to_plot_for_pos,'-o')
legend_strings.append(position)
for i in range(0, n_print_players):
plt.text(n_overall_pick+i+1,
player_db_print.get_ranking_score(player_db_print.rank[i]),
player_db_print.rank[i])
# Append text for each player
plt.xlabel('Rank')
plt.ylabel('Weighted Ranking Score')
plt.legend(legend_strings)
plt.subplot(222)
legend_strings = []
# Loop over each position
for position in players_to_plot_vbd:
# Get players in this position
players_to_plot_for_pos = players_to_plot_vbd[position].dropna()
if players_to_plot_for_pos.size > 0:
# Plot position ranks and add position to legend
plt.plot(players_to_plot_for_pos,'-o')
legend_strings.append(position)
for i in range(0, n_print_players):
plt.text(n_overall_pick+i+1,
player_db_print.get_vbd(player_db_print.rank[i]),
player_db_print.rank[i])
# Append text for each player
plt.xlabel('Rank')
plt.ylabel('Value Based Draft Score (VBD)')
plt.legend(legend_strings)
plt.subplot(223)
legend_strings = []
# Loop over each position
for position in players_to_plot_adp:
# Get players in this position
players_to_plot_for_pos = players_to_plot_adp[position].dropna()
if players_to_plot_for_pos.size > 0:
# Plot position ranks and add position to legend
plt.plot(players_to_plot_for_pos,'-o')
legend_strings.append(position)
for i in range(0, n_print_players):
if player_db_print.rank[i] in player_db_print.adp:
plt.text(n_overall_pick+i+1,
player_db_print.adp[player_db_print.rank[i]],
player_db_print.rank[i])
# Append text for each player
plt.xlabel('Rank')
plt.ylabel('Average Draft Position (ADP)')
plt.gca().invert_yaxis()
plt.legend(legend_strings)
plt.subplot(224)
legend_strings = []
# Loop over each position
for position in players_to_plot_ecr:
# Get players in this position
players_to_plot_for_pos = players_to_plot_ecr[position].dropna()
if players_to_plot_for_pos.size > 0:
# Plot position ranks and add position to legend
plt.plot(players_to_plot_for_pos,'-o')
legend_strings.append(position)
for i in range(0, n_print_players):
if player_db_print.rank[i] in player_db_print.ecr:
plt.text(n_overall_pick+i+1,
player_db_print.ecr[player_db_print.rank[i]],
player_db_print.rank[i])
# Append text for each player
plt.xlabel('Rank')
plt.ylabel('Expert Consensus Ranking (ECR)')
plt.gca().invert_yaxis()
plt.legend(legend_strings)
plt.show(block=False)
# Prompt user for pick
print ''
console_inp = raw_input('Enter Pick (''h'' for help): ')
# Process command
if console_inp == 'h':
print ''
print 'Type desired player to draft or one of the following commands'
print 'exit/quit - exit program'
print 'reset - restart draft'
print '* - toggle showing players for next drafting team or primary team'
print '# - desired number of players to see'
print 'teams - print summary of teams'
print 'undo - undo draft pick'
n_print_players = 0
elif (console_inp == 'exit') or (console_inp == 'quit'):
# Exit on command
sys.exit()
elif console_inp == 'reset':
# Reset draft
draftteams.reset()
# Reset draft history
draft_history = []
# Print 5 players
n_print_players = min(10, len(player_db_print.rank))
print_round_summary = True
break
elif console_inp == '*':
# Toggle print mode
print_next_team = not print_next_team
# Print 5 players
n_print_players = min(10, len(player_db_print.rank))
print_round_summary = True
break
elif console_inp.isdigit():
# Set number of rankings list to print
n_print_players = int(console_inp)
print_round_summary = True
# Saturate at max ranking
n_print_players = min(n_print_players, len(player_db_print.rank))
print ''
elif console_inp == 'teams':
print '-'*50
print ''
for team in cfg['teams']:
print team+':'
print_team_summary(cfg, player_db, draftteams, team)
print ''
print '-'*50
n_print_players = 0
elif console_inp == 'undo':
# Undo last draft pick
if len(draft_history) > 0:
drafter = draft_history[-1][0]
n_round = draft_history[-1][1]
draftteams.teams[drafter].undraft_player(n_round)
del draft_history[-1]
# Print 5 players
n_print_players = min(10, len(player_db_print.rank))
print_round_summary = True
else:
print ''
print 'No draft history available'
n_print_players = 0
break
elif console_inp in drafted_players:
print console_inp+' previously drafted'
n_print_players = 0
elif console_inp in player_db.position:
# Draft player and break loop
draftteams.teams[drafter].draft_player(n_round,
console_inp,
player_db.position[console_inp],
player_db)
# Add drafter to history
draft_history.append((drafter,n_round))
# Print 5 players
n_print_players = min(5, len(player_db.rank))
print_round_summary = True
print console_inp+' ('+player_db.position[console_inp]+') successfully drafted'
break
else:
# Don't reprint list
n_print_players = 0
# Print error message
print ''
print console_inp+' not recognized'
console_verification = raw_input('Are you sure? [y/n]:')
if console_verification == 'y':
console_pos = raw_input('Position:')
if console_pos in cfg['starters']:
# Draft player and break loop
draftteams.teams[drafter].draft_player(n_round,
console_inp,
console_pos,
player_db)
# Add drafter to history
draft_history.append((drafter,n_round))
# Print 5 players
n_print_players = min(10, len(player_db_print.rank))
print_round_summary = True
print console_inp+' ('+player_db.position[console_inp]+') successfully drafted'
else:
print console_pos + ' not a recognized position'
n_print_players = 0
break
# Write out draft state
draftteams.write_state()
def main():
# Get configuration parameters
cfg = set_config()
# Get Player Database
player_db = PlayerDatabase(cfg)
# Add teams to database
draftteams = DraftTeams(cfg)
for team in cfg['teams']:
draftteams.add_team(team)
# Get yahoo registration info
if False:
yhandler = YHandler('auth.csv')
yhandler.reg_user()
pdb.set_trace()
temp = yhandler.api_req("select * from fantasysports.draftresults where league_key='238.l.627060'")
# Startup console
print
print ''
print '*'*50
print 'DraftMatic!!!'
print '*'*50
# Create draft list history
draft_history = []
# Main Loop
while True:
# Read in draft state
draftteams.load_state(player_db)
# Get round number
n_round = draftteams.round()
if n_round >= len(cfg['baseline_depth']):
print '-'*50
print ''
for team in cfg['teams']:
print team+':'
print_team_summary(cfg, player_db, draftteams, team)
print ''
print '-'*50
exit()
# Get pick number
n_pick = draftteams.get_pick_num()
n_overall_pick = draftteams.get_overall_pick_num()
# Get drafter
drafter = draftteams.get_drafter()
# Get list of drafted players
drafted_players = draftteams.drafted_players()
# Get position weights for the next drafter
pos_weights = draftteams.teams[drafter].get_pos_weights(n_round)
# Rank players
player_db.rank_players(draftteams, drafted_players, n_round, pos_weights, n_overall_pick+1)
# Only print 5 ranking by default
n_print_players = min(5, len(player_db.rank))
print_round_summary = True
# Console loop until valid draft command is received
while True:
# Print round number
if print_round_summary:
print ''
print '-'*50
print 'Round {}-{} ({})'.format(n_round+1,n_pick+1,n_overall_pick+1)
print '{} is next to draft'.format(drafter)
print_team_summary(cfg, player_db, draftteams, drafter)
print '-'*50
print ''
print_round_summary = False
# Print out rankings short list
n_print_players = min(n_print_players, len(player_db.rank))
for i in range(0, n_print_players):
print_player_summary(player_db, n_overall_pick+i, player_db.rank[i])
# Prompt user for pick
print ''
console_inp = raw_input('Enter Pick (''h'' for help): ')
# Process command
if console_inp == 'h':
print ''
print 'Type desired player to draft or one of the following commands'
print 'exit - exit program'
print 'reset - restart draft'
print '# - desired number of players to see'
print 'teams - print summary of teams'
print 'undo - undo draft pick'
n_print_players = 0
elif console_inp == 'exit':
# Exit on command
sys.exit()
elif console_inp == 'reset':
# Reset draft
draftteams.reset()
# Reset draft history
draft_history = []
# Print 5 players
n_print_players = min(5, len(player_db.rank))
print_round_summary = True
break
elif console_inp.isdigit():
# Set number of rankings list to print
n_print_players = int(console_inp)
print_round_summary = True
# Saturate at max ranking
n_print_players = min(n_print_players, len(player_db.rank))
print ''
elif console_inp == 'teams':
print '-'*50
print ''
for team in cfg['teams']:
print team+':'
print_team_summary(cfg, player_db, draftteams, team)
print ''
print '-'*50
n_print_players = 0
elif console_inp == 'undo':
# Undo last draft pick
if len(draft_history) > 0:
drafter = draft_history[-1][0]
n_round = draft_history[-1][1]
draftteams.teams[drafter].undraft_player(n_round)
del draft_history[-1]
# Print 5 players
n_print_players = min(5, len(player_db.rank))
print_round_summary = True
else:
print ''
print 'No draft history available'
n_print_players = 0
break
elif console_inp in drafted_players:
print console_inp+' previously drafted'
n_print_players = 0
elif console_inp in player_db.position:
# Draft player and break loop
draftteams.teams[drafter].draft_player(n_round,
console_inp,
player_db.position[console_inp],
player_db)
# Add drafter to history
draft_history.append((drafter,n_round))
# Print 5 players
n_print_players = min(5, len(player_db.rank))
print_round_summary = True
print console_inp+' ('+player_db.position[console_inp]+') successfully drafted'
break
else:
# Don't reprint list
n_print_players = 0
# Print error message
print ''
print console_inp+' not recognized'
console_verification = raw_input('Are you sure? [y/n]:')
if console_verification == 'y':
console_pos = raw_input('Position:')
if console_pos in cfg['starters']:
# Draft player and break loop
draftteams.teams[drafter].draft_player(n_round,
console_inp,
console_pos,
player_db)
# Add drafter to history
draft_history.append((drafter,n_round))
# Print 5 players
n_print_players = min(5, len(player_db.rank))
print_round_summary = True
print console_inp+' ('+player_db.position[console_inp]+') successfully drafted'
else:
print console_pos + ' not a recognized position'
n_print_players = 0
break
# Write out draft state
draftteams.write_state()
