def parseSeasons():
start = time.clock()
first_year = 2000
last_year = 2017
min_minutes_played = 10.0
min_games = 20
players = []
all_seasons_by_age = dict()
for year in range(first_year, last_year + 1):
this_season = Season()
try:
sorted_players = this_season.calcSeason('season/' + str(year) + 'Stats.txt', year, min_minutes_played, min_games)
except IndexError:
print(str(year))
for player in sorted_players:
seasons = player.getSeason(year)
hold = dict()
if int(seasons.age) in all_seasons_by_age:
hold = all_seasons_by_age[int(seasons.age)]
hold[seasons] = player
all_seasons_by_age[int(seasons.age)] = hold
if player in players:
player_season = players[players.index(player)]
player_season.addPSeason(year, player)
players[players.index(player)] = player_season
else:
players.append(player)
for year in range(first_year, last_year + 1):
advanced_file = open('season/' + str(year) + 'AdvancedStats.txt', 'r')
for line in advanced_file:
advanced_stats = line.split('\t')
player_name = advanced_stats[AdvancedReferenceColumns.name.value]
fake_player = NbaPlayer(player_name, 'PG', 1990, {})
if fake_player not in players:
continue
player_index = players.index(fake_player)
if not players[player_index].hasSeason(year):
continue
player_season = players[player_index].getSeason(year)
player_season.setPer(float(advanced_stats[AdvancedReferenceColumns.per.value]))
player_season.setBpm(float(advanced_stats[AdvancedReferenceColumns.bpm.value]))
player_season.setVorp(float(advanced_stats[AdvancedReferenceColumns.vorp.value]))
player = players[player_index]
player.addSeason(year, player_season)
players[player_index] = player
advanced_file.close()
end = time.clock()
print 'time: ' + str(end-start)
return players
import os
import sys
from season import Season
from nbaplayer import NbaPlayer
from score import Score
year = 2013
se = Season()
sortedPlayers = se.calcSeason('season/nextSeason.txt', year, 0, 0, 10, 1, 2, 3, 4, 5, 6, 7, 8, 9, 1)
scores = []
for p in sortedPlayers:
se = p.getSeason(year)
if ("PG" in p.position):
scores.append(Score(p.name, se.zScore(1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0), se.zScore()))
scores = sorted(scores)
for j in scores:
print(j.name + "\t" + str(j.score) + "\t" + str(j.extra))
import os
import sys
from season import Season
from nbaplayer import NbaPlayer
from score import Score
year = 2013
se = Season()
sortedPlayers = se.calcSeason('season/thisStats.txt', year, 3, 1, 2, 28, 23, 22, 24, 25, 26, 10, 19, 11, 7)
scores = []
for p in sortedPlayers:
se = p.getSeason(year)
if ("SF" in p.position):
scores.append(Score(p.name, se.zScore(1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0), se.zScore()))
scores = sorted(scores)
for j in scores:
print(j.name + "\t" + str(j.score) + "\t" + str(j.extra))
from AdvancedReferenceColumns import AdvancedReferenceColumns
from season import Season
from nbaplayer import NbaPlayer
from score import Score
start = time.clock()
first_year = 2000
last_year = 2014
min_minutes_played = 10.0
min_games = 20
players = []
all_seasons_by_age = dict()
for year in range(first_year, last_year + 1):
this_season = Season()
sorted_players = this_season.calcSeason('season/' + str(year) + 'Stats.txt', year, min_minutes_played, min_games)
for player in sorted_players:
seasons = player.getSeason(year)
hold = dict()
if int(seasons.age) in all_seasons_by_age:
hold = all_seasons_by_age[int(seasons.age)]
hold[seasons] = player
all_seasons_by_age[int(seasons.age)] = hold
if player in players:
player_season = players[players.index(player)]
player_season.addPSeason(year, player)
players[players.index(player)] = player_season
else:
players.append(player)
for year in range(first_year, last_year + 1):
import os
import sys
from season import Season
from nbaplayer import NbaPlayer
from score import Score
year = 2014
season = Season()
sortedPlayers = season.calcSeason("season/nextSeason.txt", year, 0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 1)
scores = []
for p in sortedPlayers:
se = p.getSeason(year)
r = se.zScore()
scores.append(Score(p.name, r))
scores = sorted(scores)
for j in scores:
print(str(j.name) + "\t" + str(j.score))