def get_all_data():
from rocketleaguereplayanalysis.data.object_numbers import \
get_player_info
from rocketleaguereplayanalysis.parser.frames import get_frames
from rocketleaguereplayanalysis.util.extra_info import get_field_dimensions
from rocketleaguereplayanalysis.data.object_numbers import team0, team1, \
get_team_color, get_team_name
return {
'team_info': {
'number': {
'team0': team0,
'team1': team1
},
'name': {
'note': 'Not Fully Implemented Yet',
'team0': get_team_name(team0),
'team1': get_team_name(team1),
},
'color': {
'note': 'Not Fully Implemented Yet',
'team0': get_team_color(team0),
'team1': get_team_color(team1),
}
},
'player_info': get_player_info(),
'field_size': get_field_dimensions(),
'frames': get_frames()
}
def render_video(render_type, out_frame_rate=30, overlay=None, extra_cmd=None):
import os
import subprocess
from rocketleaguereplayanalysis.render.do_render import get_video_prefix
from rocketleaguereplayanalysis.parser.frames import get_frames
from rocketleaguereplayanalysis.util.sync import get_sync_time_type
video_prefix = get_video_prefix()
cmd = [
'ffmpeg', '-loop', '1', '-i',
os.path.join('assets', overlay + '.png'), '-t',
str(get_frames()[-1]['time'][get_sync_time_type()])
]
cmd += extra_cmd
cmd += [
'-r',
str(out_frame_rate), '-crf', '18', '-pix_fmt', 'yuv420p', '-movflags',
'+faststart', render_type + '.mp4', '-y'
]
print('FFmpeg Command:', cmd)
p = subprocess.Popen(cmd, cwd=video_prefix, stderr=subprocess.STDOUT)
p.communicate()
def fix_pressure_possession_values():
from rocketleaguereplayanalysis.parser.frames import get_frames
frames = get_frames()
for i, frame in enumerate(frames):
max_pressure = (frames[i]['pressure']['team0'] +
frames[i]['pressure']['team1'])
max_possession = (frames[i]['possession']['team0'] +
frames[i]['possession']['team1'])
if max_pressure > 0:
frames[i]['pressure']['team0'] = (frames[i]['pressure']['team0'] /
max_pressure)
frames[i]['pressure']['team1'] = (frames[i]['pressure']['team1'] /
max_pressure)
else:
frames[i]['pressure']['team0'] = .5
frames[i]['pressure']['team1'] = .5
if max_possession > 0:
frames[i]['possession']['team0'] = (
frames[i]['possession']['team0'] /
max_possession)
frames[i]['possession']['team1'] = (
frames[i]['possession']['team1'] /
max_possession)
else:
frames[i]['possession']['team0'] = .5
frames[i]['possession']['team1'] = .5
def data_loop_mode():
from pprint import pprint
from rocketleaguereplayanalysis.parser.frames import get_frames
print('===== Entering Loop Mode =====')
print('To exit, type exit.')
user_input2 = input('Press Enter to Continue > ')
parsed_user_input2 = user_input2.split(' ')
frames = get_frames()
if parsed_user_input2 != 'exit':
for i, frame in enumerate(frames):
if parsed_user_input2 != 'exit':
print('=====')
print('Frame:', i)
print('=====')
pprint(frame)
user_input2 = input('Press Enter to Continue > ')
parsed_user_input2 = user_input2.split(' ')
if parsed_user_input2 == 'exit':
return
else:
return
else:
return
def parse_total_boost():
from rocketleaguereplayanalysis.parser.frames import get_frames
from rocketleaguereplayanalysis.data.object_numbers import \
get_player_team_id, get_player_info
frames = get_frames()
team0_mod = 0
team1_mod = 0
for player_id in get_player_info():
if get_player_team_id(player_id) == 'team0':
team0_mod += 1
elif get_player_team_id(player_id) == 'team1':
team1_mod += 1
for i, frame in enumerate(frames):
frame['total_boost'] = {'team0': 0, 'team1': 0}
for player_id in frame['cars']:
if get_player_team_id(player_id):
frame['total_boost'][get_player_team_id(player_id)] += \
frame['cars'][player_id]['boost']
if team0_mod:
frame['total_boost']['team0'] = frame['total_boost'][
'team0'] / team0_mod
if team1_mod:
frame['total_boost']['team1'] = frame['total_boost'][
'team1'] / team1_mod
def parse_possession():
from rocketleaguereplayanalysis.parser.frames import get_frames
from rocketleaguereplayanalysis.util.sync import \
get_sync_delta_type
frames = get_frames()
frames[0]['possession'] = {'team0': 0, 'team1': 0}
for i, frame in enumerate(frames):
if frame['ball']['last_hit'] == 0:
frame['possession'] = {
'team0': (frames[i - 1]['possession']['team0'] +
frame['time'][get_sync_delta_type()]),
'team1': frames[i - 1]['possession']['team1']}
elif frame['ball']['last_hit'] == 1:
frame['possession'] = {
'team0': frames[i - 1]['possession']['team0'],
'team1': (frames[i - 1]['possession']['team1'] +
frame['time'][get_sync_delta_type()])
}
else:
if i > 0:
frame['possession'] = {
'team0': frames[i - 1]['possession']['team0'],
'team1': frames[i - 1]['possession']['team1']
}
else:
frame['possession'] = {'team0': 0, 'team1': 0}
def get_field_dimensions():
from rocketleaguereplayanalysis.parser.frames import get_frames
frames = get_frames()
ball_loc = {'x': [], 'y': []}
for frame in frames:
ball_loc['x'].append(frame['ball']['loc']['x'])
ball_loc['y'].append(frame['ball']['loc']['y'])
center_x = ball_loc['x'][0]
center_y = ball_loc['y'][0]
max_x = max(ball_loc['x'])
min_x = min(ball_loc['x'])
x_w = max(max_x - center_x, center_x - min_x) * 2
max_y = max(ball_loc['y'])
min_y = min(ball_loc['y'])
y_w = max(max_y - center_y, center_y - min_y) * 2
return {
'ball_loc': ball_loc,
'center_x': center_x,
'center_y': center_y,
'min_x': min_x,
'min_y': min_y,
'max_x': max_x,
'max_y': max_y,
'x_size': x_w,
'y_size': y_w,
}
def write_to_file(file,
name,
frame_num,
filter_type,
reinit,
value,
modify=None):
from rocketleaguereplayanalysis.parser.frames import get_frames
from rocketleaguereplayanalysis.data.object_numbers import \
get_team_color
from rocketleaguereplayanalysis.util.sync import get_sync_time_type
file.write(
str(get_frames()[frame_num]['time'][get_sync_time_type()]) + " " +
filter_type + "@" + name + " reinit '")
if reinit:
for i, reinit_what in enumerate(reinit.keys(), start=1):
mod_value = value
if modify:
for modify_style in modify.keys():
if modify_style == 'add':
mod_value = mod_value + modify[modify_style]
elif modify_style == 'subtract':
mod_value = mod_value - modify[modify_style]
elif modify_style == 'multiply':
mod_value = mod_value * modify[modify_style]
elif modify_style == 'divide':
mod_value = mod_value / modify[modify_style]
elif modify_style == 'mod':
mod_value = mod_value % modify[modify_style]
elif modify_style == 'replace':
for check in modify[modify_style].keys():
if check == str(mod_value):
mod_value = modify[modify_style][check]
break
elif modify_style == 'replace_color':
mod_value = get_team_color(mod_value)
file.write(reinit_what + '=' +
reinit[reinit_what].format(mod_value))
if i != len(reinit):
file.write(":")
else:
file.write("';")
file.write("\n")
def parse_pressure():
from rocketleaguereplayanalysis.parser.frames import get_frames
from rocketleaguereplayanalysis.util.sync import \
get_sync_delta_type
field_dimensions = get_field_dimensions()
frames = get_frames()
frames[0]['pressure'] = {'team0': 0, 'team1': 0}
for i, frame in enumerate(frames):
if field_dimensions['ball_loc']['y'][i] > \
field_dimensions['center_y']:
frame['pressure'] = {
'team0': (frames[i - 1]['pressure']['team0'] +
frame['time'][get_sync_delta_type()]),
'team1': frames[i - 1]['pressure']['team1']
}
elif field_dimensions['ball_loc']['y'][i] < \
field_dimensions['center_y']:
frame['pressure'] = {
'team0': frames[i - 1]['pressure']['team0'],
'team1': (frames[i - 1]['pressure']['team1'] +
frame['time'][get_sync_delta_type()])
}
else:
if i > 0:
frame['pressure'] = {
'team0': frames[i - 1]['pressure']['team0'],
'team1': frames[i - 1]['pressure']['team1']
}
else:
frame['pressure'] = {
'team0': 0,
'team1': 0
}
def create_ffmpeg_cmd_files_from_path(path,
filter_type,
reinit=None,
modify=None):
import functools
import os
from rocketleaguereplayanalysis.data.object_numbers import \
get_player_info
from rocketleaguereplayanalysis.parser.frames import get_frames
from rocketleaguereplayanalysis.util.export import get_all_data
from rocketleaguereplayanalysis.render.do_render import get_video_prefix
all_data = get_all_data()
frames = get_frames()
player_info = get_player_info()
video_prefix = get_video_prefix()
name = '-'.join(str(x) for x in path)
if not os.path.exists(os.path.join(video_prefix)):
os.makedirs(os.path.join(video_prefix))
last_val = None
if 'player_num' in path:
for player in player_info.keys():
new_path = list(replace_in_array(path, 'player_num', player))
new_name = '-'.join(str(x) for x in new_path)
if os.path.exists(os.path.join(video_prefix, new_name + '.txt')):
os.remove(os.path.join(video_prefix, new_name + '.txt'))
with open(os.path.join(video_prefix, new_name + '.txt'), 'a') as f:
if 'frame_num' in path:
for i in range(0, len(frames)):
frame_path = list(
replace_in_array(new_path, 'frame_num', i))
curr_val = functools.reduce(lambda d, key: d[key],
frame_path, all_data)
if curr_val != last_val or i == 0:
write_to_file(f, new_name, i, filter_type, reinit,
curr_val, modify)
last_val = curr_val
else:
curr_val = functools.reduce(lambda d, key: d[key],
new_path, all_data)
write_to_file(f, new_name, 0, filter_type, reinit,
curr_val, modify)
else:
if os.path.exists(os.path.join(video_prefix, name + '.txt')):
os.remove(os.path.join(video_prefix, name + '.txt'))
with open(os.path.join(video_prefix, name + '.txt'), 'a') as f:
if 'frame_num' in path:
for i in range(0, len(frames)):
frame_path = list(replace_in_array(path, 'frame_num', i))
curr_val = functools.reduce(lambda d, key: d[key],
frame_path, all_data)
if curr_val != last_val or i == 0:
write_to_file(f, name, i, filter_type, reinit,
curr_val, modify)
last_val = curr_val
else:
curr_val = functools.reduce(lambda d, key: d[key], path,
all_data)
write_to_file(f, name, 0, filter_type, reinit, curr_val,
modify)
def data_explorer_cli():
from pprint import pprint
from rocketleaguereplayanalysis.data.data_loader import get_data
from rocketleaguereplayanalysis.data.actor_data import get_actor_data
from rocketleaguereplayanalysis.data.object_numbers import \
get_player_info, team0, team1
from rocketleaguereplayanalysis.parser.frames import get_frames
print()
print('Now entering raw data explorer CLI.')
print("""
Help:
To see keys for data point: `keys [key...]`
To see data for data point: `data [key...]`
To see actor data: `actor_data`
To see player info: `player_info`
To see pressure info: `pressure_info`
To see possession info: `possession_info`
To enter source frame loop mode: `source_loop_mode`
To enter parsed data frame loop mode: `data_loop_mode`
To exit: `exit`
""")
cont = True
data = get_data()
while cont:
user_input = input('> ').split(' ')
parsed_input = []
for in_string in user_input:
try:
parsed_input.append(int(in_string))
except:
parsed_input.append(in_string)
if parsed_input[0] == 'keys':
try:
show_data = data
for key in parsed_input[1:]:
if key != '':
show_data = show_data[key]
pprint(show_data.keys())
except KeyError:
print('Key is not in data')
except AttributeError:
print('Key does not have any subkeys')
elif parsed_input[0] == 'data':
try:
show_data = data
for key in parsed_input[1:]:
if key != '':
show_data = show_data[key]
pprint(show_data)
except KeyError:
print('Key is not in data')
except AttributeError:
print('Key does not have any subkeys')
elif parsed_input[0] == 'actor_data':
pprint(get_actor_data())
elif parsed_input[0] == 'player_info':
pprint(get_player_info())
elif parsed_input[0] == 'pressure_info':
print('Blue:\t', get_frames()[-1]['pressure'][team0])
print('Orange:\t', get_frames()[-1]['pressue'][team1])
elif parsed_input[0] == 'possession_info':
print('Blue:\t', get_frames()[-1]['possession'][team0])
print('Orange:\t', get_frames()[-1]['possession'][team1])
elif parsed_input[0] == 'source_loop_mode':
source_loop_mode()
elif parsed_input[0] == 'data_loop_mode':
data_loop_mode()
elif parsed_input[0] == 'exit':
cont = False
else:
print('Command Not Recognized.')
print('User Input: ', user_input)
print('Parsed Input:', parsed_input)
