def parse_player(self, games):
print("\nAnalysing " + self._name)
# add player and ball objects from games
for game in games:
# game._framesToParse = misc.get_game_frames(self,game)
for player in game.players:
if player._name == self._name:
# get position stuff
player._framesToParse = misc.get_game_frames(self, game)
self.playerObjects.append(player)
self.ballObjects.append(game.ball)
AHit.analyse_game_hits(game)
APosition.analyse_game_possession(game)
# add positions,velocities,hits, ball position, team colours
# for position in player.positions:
# self.positions.append(position)
# for velocity in player.velocities:
# self.velocities.append(velocity)
# for hit in player.hits:
# self.hits.append(hit)
# for position in ball.positions:
# self.ballPositions.append(position)
position, speed = self.analyse_player_positions_and_speed()
hits = self.analyse_player_hits()
possession = self.analyse_player_possession()
self.position = position
self.speed = speed
self.possession = possession
self.hits = hits
def get_hit_positions(hits):
positions = []
for hit in hits:
position = hit.position
player = hit.player
# _half,_third,_height = APosition.get_positions_analysis([position],player)
_half,_third,_height = APosition.get_half_third_height_ball(position,colour = player.team.colour)
hit.half = _half
hit.third = _third
hit.height = _height
def analyse_player_positions_and_speed(self):
positions = []
speeds = []
half = []
third = []
height = []
ballHalf = []
allPlayerPositions = {}
allPlayerSpeeds = []
# positions = []
# ballPositions = []
# speeds = []
for player, ball in zip(self.playerObjects, self.ballObjects):
playerPositions = {} # frameNo:position. To sync with playerSpeeds
ballPositions = {}
playerSpeeds = {}
for frameNo in player._framesToParse:
playerPositions[frameNo] = player.positions[frameNo]
ballPositions[frameNo] = ball.positions[frameNo]
try:
playerSpeeds[frameNo] = APosition.get_speed(player.velocities[frameNo])
except:
# print('Cannot find velocity for '+player.name+' at frame '+str(frameNo))
# print(list(x for x in list(player.velocities.keys()) if abs(x-frameNo)< 10))
# print(list(player.velocities.keys()))
# break
pass
_positions, _speeds = APosition.get_positions_speed_analysis(
playerPositions, playerSpeeds, player, ballPositions
)
x = []
for value in playerPositions.values():
x.append(value)
allPlayerPositions[player] = x
allPlayerSpeeds += list(playerSpeeds.values())
positions.append(_positions)
speeds.append(_speeds)
# half.append(_half)
# third.append(_third)
# height.append(_height)
# ballHalf.append(_ballHalf)
# half = misc.merge_dicts(half)
# third = misc.merge_dicts(third)
# height = misc.merge_dicts(height)
# ballHalf = misc.merge_dicts(ballHalf)
speed = misc.merge_dicts(speeds)
position = misc.merge_dicts(positions)
total = 0
for key in half:
total += half[key]
averagePosition, averagePositionV = APosition.get_average_position(allPlayerPositions)
# position = dict(
# half = half,
# third = third,
# height = height,
# ball = ballHalf,
# total = total,
# average = averagePosition,
# averageV = averagePositionV
# )
position["average"] = averagePosition
position["averageV"] = averagePositionV
position["total"] = sum(len(allPlayerPositions[x]) for x in allPlayerPositions)
averageSpeed = div(sum(allPlayerSpeeds), len(allPlayerSpeeds))
speed["average"] = averageSpeed
print("Raw Position Data:")
print(position)
print("Raw Speed Data:")
print("Total Speeds: " + str(len(allPlayerSpeeds)))
y = {}
for x in speed:
if type(speed[x]) is list:
y[x] = len(speed[x])
elif type(speed[x]) is dict:
y[x] = {}
for q in speed[x]:
y[x][q] = len(speed[x][q])
else:
y[x] = speed[x]
print(y)
return position, speed
