def create_game_logs_file(team_id):
"""Creates file for each NBA team containing game info from last season
:param team_id: ID number of the team
"""
# team game log
path = os.path.join(TEAM_BASE_PATH, TEAM_DICT[team_id] + '.json')
if not os.path.exists(path):
print("Retrieving team " + TEAM_DICT[team_id] +
" game log, season stats ... Please wait.")
game_logs = team.TeamGameLogs(team_id, '2016-17').json
with open(path, 'w') as outfile:
json.dump(game_logs, outfile)
# playoff game log
playoff_path = os.path.join(TEAM_PLAYOFF_PATH,
TEAM_DICT[team_id] + '.json')
if not os.path.exists(playoff_path):
playoff_games = team.TeamGameLogs(team_id, '2016-17',
constants.SeasonType.Playoffs).json
if len(playoff_games['resultSets'][0]['rowSet']):
with open(playoff_path, 'w') as playoff_files:
json.dump(playoff_games, playoff_files)
# season stats
season_path = os.path.join(TEAM_SEASON_PATH, TEAM_DICT[team_id] + '.json')
if not os.path.exists(season_path):
season_stats = team.TeamSeasons(team_id).json
with open(season_path, 'w') as season_files:
json.dump(season_stats, season_files)
def load_team_season():
header = ['TEAM_ID', 'YEAR', 'WINS', 'LOSSES', 'WIN_PCT', 'CONF_RANK',
'FGM', 'FGA', 'FG_PCT', 'FG3M', 'FG3A', 'FG3_PCT',
'FTM', 'FTA', 'FT_PCT', 'OREB', 'DREB', 'REB',
'AST', 'PF', 'STL', 'TOV', 'BLK', 'PTS']
resDF = pd.DataFrame()
for teamName in teamToIndex:
print(teamName)
teamId = TEAMS[teamName]["id"]
seasonInfo = team.TeamSeasons(teamId).info()
seasonInfo = seasonInfo[header]
resDF = resDF.append(seasonInfo)
time.sleep(2)
resDF.to_csv("data/team/team-season.csv", index=False)
def teams(teamid):
"""Specific team pages.
"""
team_summary = team.TeamSummary(teamid)
team_summary_info = team_summary.info()
team_season_ranks = team_summary.season_ranks()
team_common_roster = team.TeamCommonRoster(teamid)
roster = team_common_roster.roster()
coaches = team_common_roster.coaches()
season = team_summary_info[0]["SEASON_YEAR"]
team_game_log = team.TeamGameLogs(teamid, season=season)
team_games = team_game_log.info()
playoffs_teamgamelogs = team.TeamGameLogs(teamid,
season=season,
season_type="Playoffs")
playoffs_team_games = playoffs_teamgamelogs.info()
team_season = team.TeamSeasons(teamid)
team_season_info = team_season.info()
for i in team_season_info:
if (i["YEAR"] == season):
current_season_info = i
return render_template("teams.html",
title=team_summary_info[0]["TEAM_CITY"] + " " +
team_summary_info[0]["TEAM_NAME"],
teamid=teamid,
team_summary_info=team_summary_info,
team_season_ranks=team_season_ranks,
season=season,
team_games=team_games,
playoffs_team_games=playoffs_team_games,
team_season=team_season_info,
roster=roster,
coaches=coaches,
current_season_info=current_season_info,
team_img=TEAM_ID_DATA)
def teams_and_season(teamid, season):
# season example: "2016-17"
# type example: "Regular Season" or "Playoffs"
team_game_log = team.TeamGameLogs(teamid, season=season)
team_games = team_game_log.info()
playoffs_teamgamelogs = team.TeamGameLogs(teamid,
season=season,
season_type="Playoffs")
playoffs_team_games = playoffs_teamgamelogs.info()
team_summary = team.TeamSummary(teamid, season=season)
team_summary_info = team_summary.info()
team_season_ranks = team_summary.season_ranks()
team_common_roster = team.TeamCommonRoster(teamid)
roster = team_common_roster.roster()
coaches = team_common_roster.coaches()
team_season = team.TeamSeasons(teamid)
team_season_info = team_season.info()
for i in team_season_info:
if (i["YEAR"] == season):
current_season_info = i
return render_template("teams.html",
title=team_summary_info[0]["TEAM_CITY"] + " " +
team_summary_info[0]["TEAM_NAME"],
teamid=teamid,
team_summary_info=team_summary_info,
team_season_ranks=team_season_ranks,
season=season,
team_games=team_games,
playoffs_team_games=playoffs_team_games,
current_season_info=current_season_info,
team_img=TEAM_ID_DATA)
def test_TeamSeasons(self):
teamstats = team.TeamSeasons(self.teamId)
info = teamstats.info()
self.assertTrue((70, 34), info.shape)