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 analyse_player_hits(self):
self.hits = []
for player in self.playerObjects:
for hit in player.hits:
if hit.frameNo in player._framesToParse:
self.hits.append(hit)
print("Found hits: " + str(len(self.hits)))
keyNames = ["half", "third", "height", "shot", "goal", "pass_", "dribble", "save"]
_hits = {item: {} for item in keyNames}
for hit in self.hits:
for key in _hits:
value = getattr(hit, key)
try:
# print(key)
# print(value)
_hits[key][value] += 1
except KeyError:
_hits[key][value] = 1
# _hits[key].append(getattr(hit,key))
totalHits = len(self.hits)
# hits = {}
# for key1,value1 in _hits.items():
# hits[key1] = {}
# for key2,value2 in value1.items():
# # convert raw numbers to %
# newValue = value2/totalHits
# hits[key1][key2] = newValue
hits = _hits
hits["total"] = totalHits
print("Raw Hit data:")
print(hits)
averageHitDistance = AHit.get_average_hit_distance(self.hits)
hits["aveHitDistance"] = averageHitDistance
averageShotDistance = AHit.get_average_shot_distance(self.hits)
hits["aveShotDistance"] = averageShotDistance
averagePassDistance = AHit.get_average_hit_distance(list(hit for hit in self.hits if hit.pass_))
hits["avePassDistance"] = averagePassDistance
averageDribbleDistance, averageDribbleHits = AHit.get_average_dribble_distance(self.hits)
hits["aveDribbleDistance"] = averageDribbleDistance
hits["aveDribbleHits"] = averageDribbleHits
# print(hits)
return hits
