def game_result_stats(self, games):
"""
Generates stats for the result for each game if known, converting it into terms of a home win/loss,
tie or unknown result (i.e game hasn't been played)
:param games:
:return:
"""
import nflgame
header = ['result']
data = []
data.append(header)
print 'Generating game result stats'
for game in games:
# for convenience
year, week = game['year'], game['week']
home, away = game['home'], game['away']
result_dictionary = {home: 'win', home + '/' + away: 'tie', away: 'loss'}
try:
winner = nflgame.one(year, week, home, away).winner
result = result_dictionary[winner]
except (AttributeError, KeyError):
result = 'UNK'
game['result'] = result
row = [game[h] for h in header]
data.append(row)
return data
def getPassingTDs(self,season,week):
#Value that will be returned from the function.
passTDs = 0
# Get statistics for the current game
game = nflgame.one(season, week, self.team, self.team)
# Bye Week ? If yes, get out of the function
if game is None:
return passTDs
# Get all the players with the name
# Sometimes you may have multiple players
# with the same name
currentPlayers = game.players
# Iterate through all the players with that name
for p in currentPlayers:
# Make sure the position, player name and team name matches
# with the current player's and that the stats dictionary has
# the passing_tds key
if p.player is not None and p.player.gsis_id==self.gsis_id and "passing_tds" in p.stats:
if "passing_tds" in p.stats:
passTDs = p.stats["passing_tds"]
return passTDs
def main(home, away, year, week, reg_post, output_gdb, output_fc):
print('Create drive feature class.')
create_drive_feature_class(output_gdb, output_fc)
print('Getting game data.')
game = nflgame.one(year, week, home, away, reg_post)
print('Getting drive data.')
drives = get_game_drives(game)
drive_count = get_num_drives(drives)
def main(home, away, year, week, reg_post, output_gdb, output_fc):
print('Create drive feature class.')
create_drive_feature_class(output_gdb, output_fc)
print('Getting game data.')
game = nflgame.one(year, week, home, away, reg_post)
print('Getting drive data.')
drives = get_game_drives(game)
drive_count = get_num_drives(drives)
def score(bot, trigger):
teams = re.match(r"(\w+) @ (\w+)", trigger.group(2))
away, home = teams.group(1, 2)
year, week = nflgame.live.current_year_and_week()
away = away.upper()
home = home.upper()
game = nflgame.one(year, week, home, away, kind='REG', started=True)
if game:
bot.say(game.nice_score())
else:
bot.say('No games found.')
def say_play():
global last_play
game = nflgame.one(year, week, home, away, started=True)
current_play = list(reversed(list(game.drives.plays().sort("gameclock", descending=True))))[0].__str__()
if current_play != last_play:
last_play = current_play
# https://cdn.secure.espn.go.com/combiner/i?img=/i/teamlogos/nfl/500/scoreboard/PIT.png&w=56&h=56
formatted = re.sub("\((\w+), ", r"http://i.nflcdn.com/static/site/6.0/img/teams/\1/\1_logo-20x20.gif **", last_play)
formatted = formatted.replace(")", "** -", 1)
formatted = re.sub("\((\d{1,2}:\d{1,2})\)", r"*\1* - ", formatted)
bot.say(formatted)
def getHomeFldAdv(self,season,week):
# Get statistics for the current game
game = nflgame.one(season, week, self.team, self.team)
if game ==None:
return "BYE"
if game.away == self.team:
return "AWY"
elif game.home == self.team:
return "HME"
def printGames(week, gameResults):
for resultgame in gameResults:
awayScore = ''
homeScore = ''
gameWithScore = nflgame.one(year=2018,
week=week,
home=str(resultgame['home']),
away=str(resultgame['away']))
if gameWithScore is not None:
awayScore = str(gameWithScore.score_away)
homeScore = str(gameWithScore.score_home)
print '{\"eid\": \"' + str(resultgame['eid']) + '\", \"week\": \"' + str(resultgame['week']) + '\", \"homeTeam\": \"' + str(resultgame['home']) + '\", \"homeScore\": \"' + homeScore + \
'\", \"awayTeam\": \"' + str(resultgame['away']) + '\", \"awayScore\": \"' + awayScore + '\"}'
exit()
def getPointsGivenUp(self,s, w):
game = nflgame.one(s,w,self.team, self.team)
ptsGVU = 0
# Bye Week ? If yes, get out of the function
if game is None:
return ptsGVU
if game.away == self.team:
ptsGVU = game.score_home
elif game.home == self.team:
ptsGVU = game.score_away
return ptsGVU
def update(self):
game = nflgame.one(2017, week=17, home=self.home, away=self.away)
if game is None:
home_score = 0
away_score = 0
else:
if game.game_over():
self.completed = True
if game.playing():
self.inProgress = True
else:
self.inProgress = False
self.home_score = game.score_home
self.away_score = game.score_away
self.updatedAt = datetime.now()
def get_game_stats(message, year, week, team):
year = int(year)
week = int(week)
# nflgame requrires team abbreviations are uppercase
game = nflgame.one(year,week=week,home=team.upper(),away=team.upper())
# TODO: build actual validation for the year, week, team and improve the error reporting
if len(year) <> 4:
message.reply("NFL has been around for only the past 50ish years. Might want to try a 4 digit year")
return
if week > 25:
message.reply("As much as I'd like, there aren't that many weeks in the NFL season")
return
if game is None:
message.reply("Yeah...I didn't find that game. Try again?")
return
# format the scoring summary
scoring_summary = ''
for x in game.scores:
scoring_summary += x+'\n'
# initialize the response
response = 'Stats for %s\n(in week %d of the %d season):\n' % (game, week, year)
# TODO: refactor the crap out of this when my eyes aren't closing against my will:
stats_list = [
'First Downs:',
'Total Yards:',
'Passing Yards:',
'Rushing Yards:',
'Penalties:',
'Penalty Yards:',
'Turnovers:',
'Punts:',
'Punt Yards:',
'Punt Average:',
'Possession Time:']
# add game stats to the response
for x in range(0,11):
response += '%s %s - %s\n' % (stats_list[x], game.stats_away[x], game.stats_home[x])
# add scoring summary to the response
response += '\nScoring Summary:\n%s' % scoring_summary
message.reply(response)
def get_game_stats(message, year, week, team):
year = int(year)
week = int(week)
# nflgame requrires team abbreviations are uppercase
game = nflgame.one(year, week=week, home=team.upper(), away=team.upper())
# TODO: build actual validation for the year, week, team and improve the error reporting
if len(year) <> 4:
message.reply(
"NFL has been around for only the past 50ish years. Might want to try a 4 digit year"
)
return
if week > 25:
message.reply(
"As much as I'd like, there aren't that many weeks in the NFL season"
)
return
if game is None:
message.reply("Yeah...I didn't find that game. Try again?")
return
# format the scoring summary
scoring_summary = ''
for x in game.scores:
scoring_summary += x + '\n'
# initialize the response
response = 'Stats for %s\n(in week %d of the %d season):\n' % (game, week,
year)
# TODO: refactor the crap out of this when my eyes aren't closing against my will:
stats_list = [
'First Downs:', 'Total Yards:', 'Passing Yards:', 'Rushing Yards:',
'Penalties:', 'Penalty Yards:', 'Turnovers:', 'Punts:', 'Punt Yards:',
'Punt Average:', 'Possession Time:'
]
# add game stats to the response
for x in range(0, 11):
response += '%s %s - %s\n' % (stats_list[x], game.stats_away[x],
game.stats_home[x])
# add scoring summary to the response
response += '\nScoring Summary:\n%s' % scoring_summary
message.reply(response)
def matchup_finished(request):
timenow = datetime.datetime.now().replace(tzinfo=timezone('US/Eastern'))
matchups = Matchup.objects.filter(league = 'NFL',date__lte = timenow, game_completed = 'No')
for matchup in matchups:
week = 4
kind = 'REG'
year = 2015
game = nflgame.one(year,week=week,kind=kind,away=matchup.away_team.city_id, home=matchup.home_team.city_id)
if game:
print game.away
if game.game_over():
matchup.away_score = game.score_away
matchup.home_score = game.score_home
matchup.game_completed = "Yes"
matchup.save()
return redirect('/picks/adminfun')
def getWeekStatus(self,season,week):
# Get statistics for the current game
game = nflgame.one(season, week, self.team, self.team)
if game is None:
return "BYE"
# Get all the players with the name
# Sometimes you may have multiple players
# with the same name
currentPlayers = game.players
# Iterate through all the players with that name
for p in currentPlayers:
# Make sure the position, player name and team name matches
# with the current player's
if p.player is not None and p.player.gsis_id==self.gsis_id:
return p.player.status
def getTwoPtsRushing(self,season,week):
#Value that will be returned from the function.
twoPts = 0
# Get statistics for the current game
game = nflgame.one(season, week, self.team, self.team)
# Bye Week ? If yes, get out of the function
if game is None:
return twoPts
# Get all the players with the name. Sometimes you may have multiple players
# with the same name.
currentPlayers = game.players
# Iterate through all the players with that name
for p in currentPlayers:
# Make sure the position, player name and team name matches
# with the current player's and that the stats dictionary has
# the fumbles_lost key
if p.player is not None:
if "rushing_twoptm" in p.stats and "rushing_twoptm" in p.stats:
twoPts = p.stats["rushing_twoptm"]
return twoPts
def getOFRTD(self,season,week):
#Value that will be returned from the function.
OFRTD = 0
# Get statistics for the current game
game = nflgame.one(season, week, self.team, self.team)
# Bye Week ? If yes, get out of the function
if game is None:
return OFRTD
# Get all the players with the name. Sometimes you may have multiple players
# with the same name.
currentPlayers = game.players
# Iterate through all the players with that name
for p in currentPlayers:
# Make sure the position, player name and team name matches
# with the current player's and that the stats dictionary has
# the receiving_rec key
if p.player is not None and p.player.gsis_id==self.gsis_id and "fumbles_trcv" in p.stats:
if "fumbles_trcv" in p.stats:
OFRTD = p.stats["fumbles_trcv"]
return OFRTD
# # print "\nFilter & Print Drives with 20 or less Yards" # for drive in g.drives.filter(total_yds__le=20): # print_drive_info(drive) # # print "\nFilter & Print Drives where the Defense has more Penalty Yards than the Offense" # for drive in g.drives.filter(penalty_yds__gt=0): # print_drive_info(drive) # # print "\nFilter & Print Drives where the Offense has more Penalty Yards than the Defense" # for drive in g.drives.filter(penalty_yds__lt=0): # print_drive_info(drive) # Finds aggregate team stats for single games, will be good to build the total defense yds allowed module. # #Find our game g = nflgame.one(2013, 1, "BUF", "NE") print g.stats_home print g.stats_away # Finds and list specific player states aggregated by entire an entire game. # games = nflgame.games(year=2017, week=9, kind='REG') # for game in games: # for pp in game.players: # print pp, pp.team, pp.stats # Finds and list specific plays made by players aggregated by week. # games = nflgame.games(2017, week=9) # plays = nflgame.combine_plays(games) # for p in plays: # print p.players
def playerStats():
game = nflgame.one(2015, 1, "NE", "PIT")
tom_brady = game.players.name("T.Brady")
return tom_brady.formatted_stats()
def playerStats():
game = nflgame.one(2015, 1, "NE", "PIT")
tom_brady = game.players.name("T.Brady")
return tom_brady.formatted_stats()
def say_play(message):
global index
global prev_desc
game = nflgame.one(year, week, home, away, season)
# desc = list(reversed(list(game.drives.plays())))[0].__str__()
# if game.has_started
play = list(reversed(list(game.drives.plays())))[0]
# else
# play = list(game.drives.plays())[index]
desc = play.desc
print(desc)
index = index + 1
if desc != prev_desc:
print('different')
prev_desc = desc
# Team with posession
posteam = play.data['posteam']
time = play.data['time']
# 'END QUARTER 1' etc, returns u'' for time
if time == u'': time = u'0:00'
quarter = str(play.data['qtr'])
down = play.data['down']
yards_to_go = str(play.data['ydstogo'])
note = play.data['note']
if note != None and note != u'PENALTY':
note = note + ' - '
else:
note = u''
if down == 0:
down_and_yards = u''
else:
down_and_yards = ordinal(down) + ' and ' + yards_to_go
yard_line = play.data['yrdln']
prefix = u''
if yard_line != u'':
team_yard_line = re.search("(\w+) \d+", yard_line).group(1)
yard_line_int = int(re.search("\w+ (\d+)", yard_line).group(1))
if team_yard_line == posteam:
raw_yards = str((50 - yard_line_int) + 50) + ' yards'
else:
raw_yards = str(yard_line_int) + ' yards'
relative_yard_line = ':' + team_yard_line.lower() + ': ' + str(yard_line_int)
else:
raw_yards = u''
relative_yard_line = u''
if yard_line != u'' and down != 0:
prefix = u' @ '
# TODO: Add flair for when play is in RED ZONE
# TODO: Account for odd messages:
# Timeout #1 by DET at 08:53.
# END QUARTER 1
# Timeout #2 by BAL at 01:28. BAL charged with final time out due to injured player.
# Two-Minute Warning
# END GAME
# meta = re.search("\(\w+, ([^\)]*)\)", last_play).group(1)
# meta = re.sub("\(\w+, ([^\)]*)\) ", "", last_play)
desc = re.sub("\(\w+, ([^\)]*)\) ", "", desc)
desc = re.sub("\((\d{0,2}:\d{0,2})\) ", "", desc)
# Names
desc = re.sub("([A-Z]{1}\.[A-Z]+[a-zA-Z]+)", r"_\1_", desc)
# Yard
desc = bold("(-*\d{1,2} yards*)", desc)
# desc = re.sub("(-*\d{1,2} yards*)", r"*\1*", desc)
# Injured
desc = bold("(injured)", desc)
# desc = re.sub("(injured)", r"*\1*", desc)
# Incomplete
desc = bold("(incomplete)", desc)
# desc = re.sub("(incomplete)", r"*\1*", desc)
# Intercepted
desc = bold("(INTERCEPTED)", desc)
# desc = re.sub("(INTERCEPTED)", r"*\1*", desc)
# Touchdown
desc = bold("(TOUCHDOWN)", desc)
# desc = re.sub("(TOUCHDOWN)", r"*\1*", desc)
# Good
desc = bold("(GOOD)", desc)
# desc = re.sub("(GOOD)", r"*\1*", desc)
# Muff
desc = bold("(MUFFS)", desc)
# desc = re.sub("(MUFFS)", r"*\1*", desc)
# Recovered
desc = bold("(RECOVERED)", desc)
# desc = re.sub("(RECOVERED)", r"*\1*", desc)
# Nullified
desc = bold("(NULLIFIED)", desc)
# desc = re.sub("(NULLIFIED)", r"*\1*", desc)
# Penalty
# penalty = re.search(" (Penalty .*)", desc, re.IGNORECASE)
# only_penalty = re.search("PENALTY", desc)
parts = re.split('\. ', desc)
parts = [p + '.' if not p.endswith('.') else p for p in parts]
attachments = []
for i, part in enumerate(parts):
if i == 0:
attachment = {
'author_name': time + ' - Q' + quarter,
# 'title': meta,
'title': note + down_and_yards + prefix + relative_yard_line,
}
else:
attachment = {}
attachment['mrkdwn_in'] = ['text']
penalty = re.search("Penalty", part, re.IGNORECASE)
injured = re.search("injured", part, re.IGNORECASE)
recovered = re.search("recovered", part, re.IGNORECASE)
if penalty != None:
attachment['color'] = '#F2D300'
part = re.sub("([^A-Z])([A-Z]{2,3})([^A-Z])", lambda m: m.group(1) + ':' + m.group(2).lower() + ': ', part, 1)
if recovered != None:
part = re.sub("([^A-Z])([A-Z]{2,3})(-)", lambda m: m.group(1) + ':' + m.group(2).lower() + ': ', part, 1)
if injured != None:
attachment['color'] = '#B4161D'
attachment['text'] = part
attachments.append(attachment)
message.send_webapi(':' + posteam.lower() + ':', json.dumps(attachments))
def score(message):
game = nflgame.one(year, week, home, away, season)
message.send_webapi(':' + away + ': *' + str(game.score_away) + ' - ' + str(game.score_home) + '* :' + home + ':')
for i in range(0,32):
if rush_d[i][0] == guess:
print rush_d[i][1]
defense = "The %s rush defense is ranked %d"
print defense % (guess, i+1)
print (i+1)
weeks = 0
# Stratify passing options, limit to main four options
strat = numpy.array([0,0,0,0])
strat = strat.astype(float)
for i in range(1,curr):
# Query game data, one game per week for 16 weeks
game = nflgame.one(2015, i, guess, guess)
# Compile player data for a game
try:
game.players.passing()
except AttributeError:
continue
opp = 0
yards = 0
week_strat = numpy.array([0,0,0,0])
week_strat = week_strat.astype(float)
# Sort and run for best receiving results
for p in game.players.receiving().sort("receiving_yds"):
# tmp['roster'] # display roster
# tmp['stats_0'] # Team Stats & Rankings
# %%
""" # Advanced Stats
adv_URL = 'https://www.pro-football-reference.com/teams/' + team + '/' + str(year) + '_advanced.htm'
advstats = pd.read_html(team_URL)
advstats_dict = {}
pd.read_html('//*[@id="advanced_defense"]/tbody/tr[1]')
import lxml.html as LH
url = 'https://www.espn.com/nfl/stats/player/_/view/defense/table/defensiveInterceptions/sort/interceptions/dir/desc'
r = requests.get(url)
root = LH.fromstring(r.content)
for table in root.xpath('//*[contains(concat( " ", @class, " " ), concat( " ", "Table2__title--remove-capitalization", " " ))]'):
header = [text(th) for th in table.xpath('//th')] # 1
data = [[text(td) for td in tr.xpath('td')]
for tr in table.xpath('//tr')] # 2
data = [row for row in data if len(row)==len(header)] # 3
data = pd.DataFrame(data, columns=header) # 4
print(data) """
# %%
pd.read_html(
'https://www.pro-football-reference.com/teams/nyg/2019_roster.htm')
# %%
import nflgame
nflgame.one(2011, 17, "NE", "BUF")
# %%
import nflgame
game = nflgame.one(2011, 17, "NE", 'BUF')
for p in game.players.passing():
print p, p.passing_cmp, p.passing_att, p.passing_yds