def find_hot(player_name):
url = 'http://china.nba.com/wap/static/data/player/hotzone_' \
+ player_name + \
'.json'
response = requests.get(url)
response.encoding = 'utf-8'
if not valid_response(response):
return
try:
pid = response.json()['payload']['profile']['playerId']
regu_last_5 = response.json(
)['payload']['hotZone']['seasons'][1]['splits'][0]['full']
regu_total = response.json(
)['payload']['hotZone']['seasons'][1]['splits'][1]['full']
regu_last_5['playerId'] = pid
regu_total['playerId'] = pid
dict_to_csv(regu_last_5, 'regular_last5_' + player_name)
dict_to_csv(regu_total, 'regular_total_' + player_name)
bef_last_5 = response.json(
)['payload']['hotZone']['seasons'][0]['splits'][0]['full']
bef_total = response.json(
)['payload']['hotZone']['seasons'][0]['splits'][1]['full']
bef_last_5['playerId'] = pid
bef_total['playerId'] = pid
dict_to_csv(bef_last_5, 'pre_last5_' + player_name)
dict_to_csv(bef_total, 'pre_total_' + player_name)
except (KeyError, IndexError, TypeError):
print('no such player ' + player_name)
def team_profile(team_id, season='2014-15'):
url = 'http://stats.nba.com/stats/teaminfocommon?LeagueID=00&SeasonType=Regular+Season&TeamID=' \
+ str(team_id) + \
'&season=' \
+ str(season)
response = requests.get(url)
if not valid_response(response):
return
stats = response.json()['resultSets'][0]
list2d_to_csv(dict_to_list2d(stats),
PATH + 'team_profile_' + str(team_id) + UNDER + season)
def get_pie(player_id, season='2014-15', ptype=PIEType.rest):
url = 'http://stats.nba.com/stats/playerdashboardbygeneralsplits?DateFrom=&DateTo=&GameSegment=&LastNGames=0&LeagueID=00&Location=&MeasureType=Advanced&Month=0&OpponentTeamID=0&Outcome=&PaceAdjust=N&PerMode=PerGame&Period=0&PlayerID=' \
+ str(player_id) + \
'&PlusMinus=N&Rank=N&Season=' \
+ season + \
'&SeasonSegment=&SeasonType=Regular+Season&VsConference=&VsDivision='
resp = requests.get(url)
if not valid_response(resp):
return
# check whether this player meet the requests
result_sets = resp.json()['resultSets']
if ptype == PIEType.overall:
keep = FORBID
for row in result_sets[5]['rowSet']:
if row[1] == 'Starters' and row[2] > 42:
keep = STARTER
break
elif row[1] == 'Bench' and row[2] > 42:
keep = BENCH
break
pie = [keep]
try:
overall_pie = result_sets[0]['rowSet'][0][PIE_INDEX]
pie.append(overall_pie)
return pie
except (KeyError, IndexError, TypeError):
return pie
# diminish some game < 3
rest_pie = [player_id]
j = 0
for i in range(0, 7):
if j >= len(result_sets[6]['rowSet']):
rest_pie.append(0)
continue
row = result_sets[6]['rowSet'][j]
if row[2] < 3:
j += 1
rest_pie.append(0)
elif row[1][0] != str(i):
rest_pie.append(0)
else:
j += 1
rest_pie.append(row[PIE_INDEX])
return rest_pie
def team_profile(team_id, season='2014-15'):
url = 'http://stats.nba.com/stats/teaminfocommon?LeagueID=00&SeasonType=Regular+Season&TeamID=' \
+ str(team_id) + \
'&season=' \
+ str(season)
response = requests.get(url)
if not valid_response(response):
return
stats = response.json()['resultSets'][0]
list2d_to_csv(
dict_to_list2d(stats), PATH + 'team_profile_' + str(team_id) + UNDER + season
)
def find_hot(player_name):
url = 'http://china.nba.com/wap/static/data/player/hotzone_' \
+ player_name + \
'.json'
response = requests.get(url)
response.encoding = 'utf-8'
if not valid_response(response):
return
try:
pid = response.json()['payload']['profile']['playerId']
regu_last_5 = response.json()['payload']['hotZone']['seasons'][1]['splits'][0]['full']
regu_total = response.json()['payload']['hotZone']['seasons'][1]['splits'][1]['full']
regu_last_5['playerId'] = pid
regu_total['playerId'] = pid
dict_to_csv(
regu_last_5, 'regular_last5_' + player_name
)
dict_to_csv(
regu_total, 'regular_total_' + player_name
)
bef_last_5 = response.json()['payload']['hotZone']['seasons'][0]['splits'][0]['full']
bef_total = response.json()['payload']['hotZone']['seasons'][0]['splits'][1]['full']
bef_last_5['playerId'] = pid
bef_total['playerId'] = pid
dict_to_csv(
bef_last_5, 'pre_last5_' + player_name
)
dict_to_csv(
bef_total, 'pre_total_' + player_name
)
except (KeyError, IndexError, TypeError):
print('no such player ' + player_name)
