def combine_game_stats(games):
"""
Combines a list of games into one big player sequence containing game
level statistics.
This can be used, for example, to get GamePlayerStats objects corresponding
to statistics across an entire week, some number of weeks or an entire
season.
"""
return reduce(lambda ps1, ps2: ps1 + ps2,
[g.players for g in games if g is not None])
def combine_game_stats(games):
"""
Combines a list of games into one big player sequence containing game
level statistics.
This can be used, for example, to get GamePlayerStats objects corresponding
to statistics across an entire week, some number of weeks or an entire
season.
"""
return reduce(lambda ps1, ps2: ps1 + ps2,
[g.players for g in games if g is not None])
def combine_max_stats(games):
"""
Combines a list of games into one big player sequence containing maximum
statistics based on game and play level statistics.
This can be used, for example, to get GamePlayerStats objects corresponding
to statistics across an entire week, some number of weeks or an entire
season.
This function should be used in lieu of combine_game_stats or
combine_play_stats when the best possible accuracy is desired.
"""
return reduce(lambda a, b: a + b,
[g.max_player_stats() for g in games if g is not None])
def combine_max_stats(games):
"""
Combines a list of games into one big player sequence containing maximum
statistics based on game and play level statistics.
This can be used, for example, to get GamePlayerStats objects corresponding
to statistics across an entire week, some number of weeks or an entire
season.
This function should be used in lieu of combine_game_stats or
combine_play_stats when the best possible accuracy is desired.
"""
return reduce(lambda a, b: a + b,
[g.max_player_stats() for g in games if g is not None])
def combine_play_stats(games):
"""
Combines a list of games into one big player sequence containing play
level statistics.
This can be used, for example, to get PlayPlayerStats objects corresponding
to statistics across an entire week, some number of weeks or an entire
season.
This function should be used in lieu of combine_game_stats when more
detailed statistics such as receiver targets, yards after the catch and
punt/FG blocks are needed.
N.B. Since this combines *all* play data, this function may take a while
to complete depending on the number of games passed in.
"""
return reduce(lambda p1, p2: p1 + p2,
[g.drives.players() for g in games if g is not None])
def combine_play_stats(games):
"""
Combines a list of games into one big player sequence containing play
level statistics.
This can be used, for example, to get PlayPlayerStats objects corresponding
to statistics across an entire week, some number of weeks or an entire
season.
This function should be used in lieu of combine_game_stats when more
detailed statistics such as receiver targets, yards after the catch and
punt/FG blocks are needed.
N.B. Since this combines *all* play data, this function may take a while
to complete depending on the number of games passed in.
"""
return reduce(lambda p1, p2: p1 + p2,
[g.drives.players() for g in games if g is not None])
