def __init__(self, video_length, segment_duration,connectionType):
config_dash.LOG.info("Initializing the Buffer")
self.player_thread = None
self.playback_start_time = None
self.playback_duration = video_length
self.segment_duration = segment_duration
# Timers to keep track of playback time and the actual time
self.playback_timer = StopWatch()
self.actual_start_time = None
# Playback State
self.playback_state = "INITIALIZED"
self.playback_state_lock = threading.Lock()
# Buffer size
if config_dash.MAX_BUFFER_SIZE:
self.max_buffer_size = config_dash.MAX_BUFFER_SIZE
else:
self.max_buffer_size = video_length
# Duration of the current buffer
self.buffer_length = 0
self.buffer_length_lock = threading.Lock()
# Buffer Constants
self.initial_buffer = config_dash.INITIAL_BUFFERING_COUNT
self.alpha = config_dash.ALPHA_BUFFER_COUNT
self.beta = config_dash.BETA_BUFFER_COUNT
self.segment_limit = None
# Current video buffer that holds the segment data
self.buffer = Queue.Queue()
self.buffer_lock = threading.Lock()
self.current_segment = None
self.buffer_log_file = config_dash.BUFFER_LOG_FILENAME +"_"+connectionType+".csv"
config_dash.LOG.info("VideoLength={},segmentDuration={},MaxBufferSize={},InitialBuffer(secs)={},"
"BufferAlph(secs)={},BufferBeta(secs)={}".format(self.playback_duration,
self.segment_duration,
self.max_buffer_size, self.initial_buffer,
self.alpha, self.beta))
def get_loss(self, data):
with StopWatch("data preparation"):
d = self.feed(data, use_labels=True)
with StopWatch("network"):
return self.session.run(
((self.premsel_loss, self.premsel_tpr, self.premsel_tnr),
(self.symbol_loss,
self.symbol_accuracy), self.premsel_num, self.symbol_num), d)
def __init__(self, video_length, segment_duration):
config_dash.LOG.info("Initializing the Buffer")
#modification by Arslan for MongoClient IP of the mininet vm 192.168.56.103
self.dbclient = MongoClient('192.168.56.103', 27017)
# Read description above
self.db = self.dbclient.qoemonitor.qoe
self.dbqoemetric = self.dbclient.qoemonitor.qoemetric
self.dbqoefrequency = self.dbclient.qoemonitor.qoefrequency
"""modification by Arslan to store action and bitrate as Variables"""
self.Action_store = ""
self.Bitrates_store = 0
self.monitor = None
"""modification above"""
self.player_thread = None
self.playback_start_time = None
self.playback_duration = video_length
self.segment_duration = segment_duration
#print "video_length = {}".format(video_length)
#print "segment_duration = {}".format(segment_duration)
# Timers to keep track of playback time and the actual time
self.playback_timer = StopWatch()
self.actual_start_time = None
# Playback State
self.playback_state = "INITIALIZED"
self.playback_state_lock = threading.Lock()
# Buffer size
if config_dash.MAX_BUFFER_SIZE:
self.max_buffer_size = config_dash.MAX_BUFFER_SIZE
else:
self.max_buffer_size = video_length
# Duration of the current buffer
self.buffer_length = 0
self.buffer_length_lock = threading.Lock()
# Buffer Constants
self.initial_buffer = config_dash.INITIAL_BUFFERING_COUNT
self.alpha = config_dash.ALPHA_BUFFER_COUNT
self.beta = config_dash.BETA_BUFFER_COUNT
self.segment_limit = None
# Current video buffer that holds the segment data
self.buffer = Queue.Queue()
self.buffer_lock = threading.Lock()
self.current_segment = None
self.buffer_log_file = config_dash.BUFFER_LOG_FILENAME
"""modification by Arslan to collect qoe metrics """
self.stalling = 0
self.qoe_log_file = config_dash.QOE_LOG_FILENAME
config_dash.LOG.info(
"VideoLength={},segmentDuration={},MaxBufferSize={},InitialBuffer(secs)={},"
"BufferAlph(secs)={},BufferBeta(secs)={}".format(
self.playback_duration, self.segment_duration,
self.max_buffer_size, self.initial_buffer, self.alpha,
self.beta))
class StopWatchTest(unittest.TestCase):
def setUp(self):
self.stopwatch = StopWatch()
def test_get_start_time(self):
self.assertEqual(self.stopwatch.get_start_time(),
self.stopwatch._StopWatch__startTime)
def test_get_end_time(self):
self.assertEqual(self.stopwatch.get_end_time(),
self.stopwatch._StopWatch__endTime)
def test_get_elapsed_time(self):
elapsed = self.stopwatch.get_end_time() - \
self.stopwatch.get_start_time()
self.assertEqual(self.stopwatch.get_elapsed_time(), elapsed)
def __init__(self, video_length, segment_duration):
config_dash.LOG.info("Initializing the Buffer")
self.player_thread = None
self.playback_start_time = None
self.playback_duration = video_length
self.segment_duration = segment_duration
# Timers to keep track of playback time and the actual time
self.playback_timer = StopWatch()
self.actual_start_time = None
# Playback State
self.playback_state = "INITIALIZED"
self.playback_state_lock = threading.Lock()
# Buffer size
if config_dash.MAX_BUFFER_SIZE:
self.max_buffer_size = config_dash.MAX_BUFFER_SIZE
else:
self.max_buffer_size = video_length
# Duration of the current buffer
self.buffer_length = 0
self.buffer_length_lock = threading.Lock()
# Buffer Constants
self.initial_buffer = config_dash.INITIAL_BUFFERING_COUNT
self.alpha = config_dash.ALPHA_BUFFER_COUNT
self.beta = config_dash.BETA_BUFFER_COUNT
self.segment_limit = None
# Current video buffer that holds the segment data
self.buffer = Queue.Queue()
self.buffer_lock = threading.Lock()
self.current_segment = None
self.buffer_log_file = config_dash.BUFFER_LOG_FILENAME
config_dash.LOG.info("VideoLength={},segmentDuration={},MaxBufferSize={},InitialBuffer(secs)={},"
"BufferAlph(secs)={},BufferBeta(secs)={}".format(self.playback_duration,
self.segment_duration,
self.max_buffer_size, self.initial_buffer,
self.alpha, self.beta))
class StopWatchTest(unittest.TestCase):
def setUp(self):
self.stopwatch = StopWatch()
def test_get_start_time(self):
self.assertEqual(
self.stopwatch.get_start_time(),
self.stopwatch._StopWatch__startTime
)
def test_get_end_time(self):
self.assertEqual(
self.stopwatch.get_end_time(),
self.stopwatch._StopWatch__endTime
)
def test_get_elapsed_time(self):
elapsed = self.stopwatch.get_end_time() - \
self.stopwatch.get_start_time()
self.assertEqual(self.stopwatch.get_elapsed_time(), elapsed)
async def valid_command(self, message: discord.Message,
user: discord.Client.user):
"""
メッセージがコマンドとして入力された場合、実行される
"""
user_order = message.content[1:].split()
command = user_order[0]
other_order = user_order[1:]
print("from: {}\ncommand: {}".format(message.author, user_order))
if command == "help":
await message.channel.send(INTRODUCTION)
return
if command == "timer":
if len(user_order) < 2:
await message.channel.send("<@!{}>\n入力エラー".format(
message.author.id))
return
index = -1
for i in range(len(self.stop_watch_list)):
sw = self.stop_watch_list[i]
if message.author.id == sw.user_id:
index = i
break
if index == -1:
self.stop_watch_list.append(StopWatch(message.author.id))
index = len(self.stop_watch_list) - 1
await self.stop_watch_list[index].call_stop_watch(
user_order[1], message.channel)
return
# TODO
if command == "status":
if len(user_order) < 2 or user_order[1][1] != "@":
await message.channel.send(user.mention + "\n入力エラー")
return
mentioned_user_id = user_order[1][3:-1]
for guild_user in message.guild.members:
if mentioned_user_id == str(guild_user.id):
await message.channel.send("ユーザーID: {} の状態は {} です".format(
mentioned_user_id, guild_user.status))
return
await message.channel.send(user.mention + "\nそんな人ここにはいないです")
print(message.content)
return
class DashPlayer:
""" DASH buffer class """
def __init__(self, video_length, segment_duration):
config_dash.LOG.info("Initializing the Buffer")
self.player_thread = None
self.playback_start_time = None
self.playback_duration = video_length
self.segment_duration = segment_duration
# Keep track of played segments,
# segment_duration < 1s leads to measured time offcut
self.playback_count = int(video_length / float(segment_duration))
#print "video_length = {}".format(video_length)
#print "segment_duration = {}".format(segment_duration)
# Timers to keep track of playback time and the actual time
self.playback_timer = StopWatch()
self.actual_start_time = None
# Playback State
self.playback_state = "INITIALIZED"
self.playback_state_lock = threading.Lock()
# Buffer size
if config_dash.MAX_BUFFER_SIZE:
self.max_buffer_size = config_dash.MAX_BUFFER_SIZE
else:
self.max_buffer_size = video_length
# Duration of the current buffer
self.buffer_length = 0
self.buffer_length_lock = threading.Lock()
# Buffer Constants
self.initial_buffer = config_dash.INITIAL_BUFFERING_COUNT
self.alpha = config_dash.ALPHA_BUFFER_COUNT
self.beta = config_dash.BETA_BUFFER_COUNT
self.segment_limit = None
# Current video buffer that holds the segment data
self.buffer = Queue.Queue()
self.buffer_lock = threading.Lock()
self.current_segment = None
self.buffer_log_file = config_dash.BUFFER_LOG_FILENAME
config_dash.LOG.info(
"VideoLength={},segmentDuration={},MaxBufferSize={},InitialBuffer(secs)={},"
"BufferAlph(secs)={},BufferBeta(secs)={}".format(
self.playback_duration, self.segment_duration,
self.max_buffer_size, self.initial_buffer, self.alpha,
self.beta))
def set_state(self, state):
""" Function to set the state of the player"""
state = state.upper()
if state in PLAYER_STATES:
self.playback_state_lock.acquire()
config_dash.LOG.info(
"Changing state from {} to {} at {} Playback time ".format(
self.playback_state, state, self.playback_timer.time()))
self.playback_state = state
self.playback_state_lock.release()
else:
config_dash.LOG.error("Unidentified state: {}".format(state))
def initialize_player(self):
"""Method that update the current playback time"""
start_time = time.time()
initial_wait = 0
paused = False
buffering = False
interruption_start = None
config_dash.LOG.critical(
"Initialized player with video length {}".format(
self.playback_duration))
while True:
# Video stopped by the user
if self.playback_state == "END":
config_dash.LOG.critical(
"Finished playback of the video: {} seconds of video played for {} seconds"
.format(self.playback_duration,
time.time() - start_time))
config_dash.JSON_HANDLE['playback_info'][
'end_time'] = time.time()
self.playback_timer.pause()
return "STOPPED"
if self.playback_state == "STOP":
# If video is stopped quit updating the playback time and exit player
config_dash.LOG.info(
"Player Stopped at time {}".format(time.time() -
start_time))
config_dash.JSON_HANDLE['playback_info'][
'end_time'] = time.time()
self.playback_timer.pause()
self.log_entry("Stopped")
return "STOPPED"
# If paused by user
if self.playback_state == "PAUSE":
if not paused:
# do not update the playback time. Wait for the state to change
config_dash.LOG.info(
"Player Paused after {:4.2f} seconds of playback".
format(self.playback_timer.time()))
self.playback_timer.pause()
paused = True
continue
# If the playback encounters buffering during the playback
if self.playback_state == "BUFFERING":
if not buffering:
config_dash.LOG.critical(
"Entering buffering stage after {} seconds of playback"
.format(self.playback_timer.time()))
self.playback_timer.pause()
buffering = True
interruption_start = time.time()
config_dash.JSON_HANDLE['playback_info']['interruptions'][
'count'] += 1
# If the size of the buffer is greater than the RE_BUFFERING_DURATION then start playback
else:
# If the RE_BUFFERING_DURATION is greate than the remiang length of the video then do not wait
remaining_playback_time = self.playback_duration - self.playback_timer.time(
)
if ((self.buffer.qsize() >= config_dash.RE_BUFFERING_COUNT)
or
(config_dash.RE_BUFFERING_COUNT * self.segment_duration
>= remaining_playback_time
and self.buffer.qsize() > 0)):
buffering = False
if interruption_start:
interruption_end = time.time()
interruption = interruption_end - interruption_start
config_dash.JSON_HANDLE['playback_info'][
'interruptions']['events'].append(
(interruption_start, interruption_end))
config_dash.JSON_HANDLE['playback_info'][
'interruptions'][
'total_duration'] += interruption
config_dash.LOG.info(
"Duration of interruption = {}".format(
interruption))
interruption_start = None
self.set_state("PLAY")
self.log_entry("Buffering-Play")
if self.playback_state == "INITIAL_BUFFERING":
if self.buffer.qsize() < config_dash.INITIAL_BUFFERING_COUNT:
initial_wait = time.time() - start_time
continue
else:
config_dash.LOG.info(
"Initial Waiting Time = {}".format(initial_wait))
config_dash.JSON_HANDLE['playback_info'][
'initial_buffering_duration'] = initial_wait
config_dash.JSON_HANDLE['playback_info'][
'start_time'] = time.time()
self.set_state("PLAY")
self.log_entry("InitialBuffering-Play")
if self.playback_state == "PLAY":
# Check of the buffer has any segments
if self.playback_timer.time() == self.playback_duration:
self.set_state("END")
self.log_entry("Play-End")
if self.buffer.qsize() == 0:
config_dash.LOG.info(
"Buffer empty after {} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
self.set_state("BUFFERING")
self.log_entry("Play-Buffering")
continue
# Read one the segment from the buffer
# Acquire Lock on the buffer and read a segment for it
self.buffer_lock.acquire()
play_segment = self.buffer.get()
self.buffer_lock.release()
self.playback_count -= 1
config_dash.LOG.critical(
"Reading the segment number {} from the buffer at playtime {}"
.format(play_segment['segment_number'],
self.playback_timer.time()))
config_dash.JSON_HANDLE["segment_info"][
play_segment["segment_number"] -
1].append(time.time() - play_segment['tray_time'])
self.log_entry(action="StillPlaying",
bitrate=play_segment["bitrate"])
# Calculate time playback when the segment finishes
future = self.playback_timer.time(
) + play_segment['playback_length']
# Start the playback
self.playback_timer.start()
while self.playback_timer.time() < future:
# If playback hasn't started yet, set the playback_start_time
if not self.playback_start_time:
self.playback_start_time = time.time()
config_dash.LOG.info(
"Started playing with representation {} at {}".
format(play_segment['bitrate'],
self.playback_timer.time()))
# Duration for which the video was played in seconds, make sure all segments have been played!
if self.playback_timer.time(
) >= self.playback_duration and self.playback_count == 0:
config_dash.LOG.critical(
"Completed the video playback: {} seconds".format(
self.playback_timer.time()))
self.playback_timer.pause()
self.set_state("END")
self.log_entry("TheEnd")
return
else:
self.buffer_length_lock.acquire()
self.buffer_length -= play_segment['playback_length']
config_dash.LOG.debug(
"Decrementing buffer_length by {}. dash_buffer = {}"
.format(play_segment['playback_length'],
self.buffer_length))
self.buffer_length_lock.release()
if self.segment_limit:
if int(play_segment['segment_number']
) >= self.segment_limit:
self.set_state("STOP")
config_dash.LOG.info(
"Stopped playback after segment {} at playtime {}"
.format(play_segment['segment_number'],
self.playback_duration))
def write(self, segment):
""" write segment to the buffer.
Segment is dict with keys ['data', 'bitrate', 'playback_length', 'URI', 'size']
"""
# Acquire Lock on the buffer and add a segment to it
if not self.actual_start_time:
self.actual_start_time = time.time()
config_dash.JSON_HANDLE['playback_info'][
'start_time'] = self.actual_start_time
write_time = time.time()
config_dash.LOG.info("Writing segment {} at time {}".format(
segment['segment_number'], write_time - self.actual_start_time))
segment['tray_time'] = write_time
self.buffer_lock.acquire()
self.buffer.put(segment)
self.buffer_lock.release()
self.buffer_length_lock.acquire()
self.buffer_length += segment['playback_length']
config_dash.LOG.debug(
"Incrementing buffer_length by {}. dash_buffer = {}".format(
segment['playback_length'], self.buffer_length))
self.buffer_length_lock.release()
self.log_entry(action="Writing", bitrate=segment['bitrate'])
def start(self):
""" Start playback"""
self.set_state("INITIAL_BUFFERING")
self.log_entry("Starting")
config_dash.LOG.info("Starting the Player")
self.player_thread = threading.Thread(target=self.initialize_player)
self.player_thread.daemon = True
self.player_thread.start()
self.log_entry(action="Starting")
def stop(self):
"""Method to stop the playback"""
self.set_state("STOP")
self.log_entry("Stopped")
config_dash.LOG.info("Stopped the playback")
def log_entry(self, action, bitrate=0):
"""Method to log the current state"""
if self.buffer_log_file:
header_row = None
if self.actual_start_time:
log_time = time.time() - self.actual_start_time
else:
log_time = 0
if not os.path.exists(self.buffer_log_file):
header_row = "EpochTime,CurrentPlaybackTime,CurrentBufferSize,CurrentPlaybackState,Action,Bitrate".split(
",")
stats = (log_time, str(self.playback_timer.time()),
self.buffer.qsize(), self.playback_state, action,
bitrate)
else:
stats = (log_time, str(self.playback_timer.time()),
self.buffer.qsize(), self.playback_state, action,
bitrate)
str_stats = [str(i) for i in stats]
with open(self.buffer_log_file, "ab") as log_file_handle:
result_writer = csv.writer(log_file_handle, delimiter=",")
if header_row:
result_writer.writerow(header_row)
result_writer.writerow(str_stats)
config_dash.LOG.info(
"BufferStats: EpochTime=%s,CurrentPlaybackTime=%s,CurrentBufferSize=%s,"
"CurrentPlaybackState=%s,Action=%s,Bitrate=%s" %
tuple(str_stats))
def setUp(self):
self.stopwatch = StopWatch()
class DashPlayer:
""" DASH buffer class """
def __init__(self, video_length, segment_duration):
config_dash.LOG.info("Initializing the Buffer")
self.player_thread = None
self.playback_start_time = None
self.playback_duration = video_length
self.segment_duration = segment_duration
# Timers to keep track of playback time and the actual time
self.playback_timer = StopWatch()
self.actual_start_time = None
# Playback State
self.playback_state = "INITIALIZED"
self.playback_state_lock = threading.Lock()
# Buffer size
if config_dash.MAX_BUFFER_SIZE:
self.max_buffer_size = config_dash.MAX_BUFFER_SIZE
else:
self.max_buffer_size = video_length
# Duration of the current buffer
self.buffer_length = 0
self.buffer_length_lock = threading.Lock()
# Buffer Constants
self.initial_buffer = config_dash.INITIAL_BUFFERING_COUNT
self.alpha = config_dash.ALPHA_BUFFER_COUNT
self.beta = config_dash.BETA_BUFFER_COUNT
self.segment_limit = None
# Current video buffer that holds the segment data
# self.buffer = Queue.Queue()
self.buffer = []
self.buffer_lock = threading.Lock()
self.current_segment = None
self.buffer_log_file = config_dash.BUFFER_LOG_FILENAME
config_dash.LOG.info("VideoLength={},segmentDuration={},MaxBufferSize={},InitialBuffer(secs)={},"
"BufferAlph(secs)={},BufferBeta(secs)={}".format(self.playback_duration,
self.segment_duration,
self.max_buffer_size, self.initial_buffer,
self.alpha, self.beta))
def set_state(self, state):
""" Function to set the state of the player"""
state = state.upper()
if state in PLAYER_STATES:
self.playback_state_lock.acquire()
config_dash.LOG.info("Changing state from {} to {} at {} Playback time ".format(self.playback_state, state,
self.playback_timer.time()))
self.playback_state = state
self.playback_state_lock.release()
else:
config_dash.LOG.error("Unidentified state: {}".format(state))
def initialize_player(self):
"""Method that update the current playback time"""
start_time = time.time()
initial_wait = 0
paused = False
buffering = False
interruption_start = None
config_dash.LOG.info("Initialized player with video length {}".format(self.playback_duration))
while True:
# Video stopped by the user
if self.playback_state == "END":
config_dash.LOG.info("Finished playback of the video: {} seconds of video played for {} seconds".format(
self.playback_duration, time.time() - start_time))
self.playback_timer.pause()
return "STOPPED"
if self.playback_state == "STOP":
# If video is stopped quit updating the playback time and exit player
config_dash.LOG.info("Player Stopped at time {}".format(
time.time() - start_time))
self.playback_timer.pause()
self.log_entry("Stopped")
return "STOPPED"
# If paused by user
if self.playback_state == "PAUSE":
if not paused:
# do not update the playback time. Wait for the state to change
config_dash.LOG.info("Player Paused after {:4.2f} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
paused = True
continue
# If the playback encounters buffering during the playback
if self.playback_state == "BUFFERING":
if not buffering:
config_dash.LOG.info("Entering buffering stage after {} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
buffering = True
interruption_start = time.time()
config_dash.JSON_HANDLE['playback_info']['interruptions']['count'] += 1
# If the size of the buffer is greater than the RE_BUFFERING_DURATION then start playback
else:
# If the RE_BUFFERING_DURATION is greate than the remiang length of the video then do not wait
remaining_playback_time = self.playback_duration - self.playback_timer.time()
# if ((self.buffer.qsize() >= config_dash.RE_BUFFERING_COUNT) or (
if ((self.buffer.__len__() >= config_dash.RE_BUFFERING_COUNT) or ( #MZ
config_dash.RE_BUFFERING_COUNT * self.segment_duration >= remaining_playback_time
# and self.buffer.qsize() > 0)):
and self.buffer.__len__() > 0)): #MZ
buffering = False
if interruption_start:
interruption_end = time.time()
interruption = interruption_end - interruption_start
interruption_start = None
config_dash.JSON_HANDLE['playback_info']['interruptions']['events'].append(
(interruption_start, interruption_end))
config_dash.JSON_HANDLE['playback_info']['interruptions']['total_duration'] += interruption
config_dash.LOG.info("Duration of interruption = {}".format(interruption))
self.set_state("PLAY")
self.log_entry("Buffering-Play")
if self.playback_state == "INITIAL_BUFFERING":
# if self.buffer.qsize() < config_dash.INITIAL_BUFFERING_COUNT:
if self.buffer.__len__() < config_dash.INITIAL_BUFFERING_COUNT: #MZ
initial_wait = time.time() - start_time
continue
else:
config_dash.LOG.info("Initial Waiting Time = {}".format(initial_wait))
self.set_state("PLAY")
self.log_entry("InitialBuffering-Play")
if self.playback_state == "PLAY":
# Check of the buffer has any segments
if self.playback_timer.time() == self.playback_duration:
self.set_state("END")
self.log_entry("Play-End")
# if self.buffer.qsize() == 0:
if self.buffer.__len__() == 0: #MZ
config_dash.LOG.info("Buffer empty after {} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
self.set_state("BUFFERING")
self.log_entry("Play-Buffering")
continue
# Read one the segment from the buffer
# Acquire Lock on the buffer and read a segment for it
self.buffer_lock.acquire()
# play_segment = self.buffer.get()
play_segment = self.buffer.pop(0) #MZ
self.buffer_lock.release()
config_dash.LOG.info("Reading the segment number {} from the buffer at playtime {}".format(
play_segment['segment_number'], self.playback_timer.time()))
self.log_entry(action="StillPlaying", bitrate=play_segment["bitrate"])
# Calculate time playback when the segment finishes
future = self.playback_timer.time() + play_segment['playback_length']
# Start the playback
self.playback_timer.start()
while self.playback_timer.time() < future:
# If playback hasn't started yet, set the playback_start_time
if not self.playback_start_time:
self.playback_start_time = time.time()
config_dash.LOG.info("Started playing with representation {} at {}".format(
play_segment['bitrate'], self.playback_timer.time()))
# Duration for which the video was played in seconds (integer)
if self.playback_timer.time() >= self.playback_duration:
config_dash.LOG.info("Completed the video playback: {} seconds".format(
self.playback_duration))
self.playback_timer.pause()
self.set_state("END")
self.log_entry("TheEnd")
return
else:
self.buffer_length_lock.acquire()
self.buffer_length -= int(play_segment['playback_length'])
config_dash.LOG.debug("Decrementing buffer_length by {}. dash_buffer = {}".format(
play_segment['playback_length'], self.buffer_length))
self.buffer_length_lock.release()
if self.segment_limit:
if int(play_segment['segment_number']) >= self.segment_limit:
self.set_state("STOP")
config_dash.LOG.info("Stopped playback after segment {} at playtime {}".format(
play_segment['segment_number'], self.playback_duration))
def write(self, segment):
""" write segment to the buffer.
Segment is dict with keys ['data', 'bitrate', 'playback_length', 'URI', 'size', 'segment_layer']
"""
# Acquire Lock on the buffer and add a segment to it
if not self.actual_start_time:
self.actual_start_time = time.time()
config_dash.LOG.info("Writing segment {} at time {}".format(segment['segment_number'],
time.time() - self.actual_start_time))
print "&$^@*#^$@"
#print segment
print segment['segment_number']
print "^&(%^$&#"
# MZ: Standard case. New segment arrives and is appended to the queue.
if (not self.current_segment) or (self.current_segment < segment['segment_number']):
print "------========"
print "hello! Standard"
self.buffer_lock.acquire()
# self.buffer.put(segment)
self.buffer.append(segment) #MZ
self.buffer_lock.release()
self.buffer_length_lock.acquire()
self.buffer_length += int(segment['playback_length'])
config_dash.LOG.debug("Incrementing buffer_length by {}. dash_buffer = {}".format(
segment['playback_length'], self.buffer_length))
self.buffer_length_lock.release()
self.current_segment = segment['segment_number']
# MZ: Retransmission case. Segment in better quality is retransmitted and replaces
# existing segment.
else:
print "------========"
print "hello! Replacing"
self.buffer_lock.acquire()
print self.buffer
segment_numbers = [d['segment_number'] for d in self.buffer if 'segment_number' in d]
for i in reversed(range(len(self.buffer))):
if self.buffer[i].get('segment_number') == segment['segment_number']:
self.buffer.pop(i)
segment_index = segment_numbers.index(segment['segment_number'])
print "+++++++++++++"
print self.buffer
self.buffer.insert(segment_index, segment)
#segment_numbers_new = [d['segment_number'] for d in self.buffer if 'segment_number' in d]
print "^$^#%@#"
print self.buffer
#self.buffer.pop(100)
#self.buffer.pop(segment.index(segment['segment_number']))
#self.buffer.insert(segment, segment['segment_number'])
self.buffer_lock.release()
self.buffer_length_lock.acquire()
print "buffer_length_lock acquired"
self.buffer_length += int(segment['playback_length'])
print "buffer_length:"
print self.buffer_length
# config_dash.LOG.debug("Replacing segment {} with higher quality segment".format(
# segment['playback_length']))
# try:
# config_dash.LOG.info("{}: Started downloading segment {}".format(playback_type.upper(), segment_url))
# segment_size, segment_filename, segment_w_chunks = download_segment(segment_url, file_identifier)
# config_dash.LOG.info("{}: Finished Downloaded segment {}".format(playback_type.upper(), segment_url))
# except IOError, e:
# config_dash.LOG.error("Unable to save segment %s" % e)
# return None
self.buffer_length_lock.release()
self.log_entry(action="Writing", bitrate=segment['bitrate'])
print "-----------buffer:-----------"
print self.buffer
return self.buffer
def start(self):
""" Start playback"""
self.set_state("INITIAL_BUFFERING")
self.log_entry("Starting")
config_dash.LOG.info("Starting the Player")
self.player_thread = threading.Thread(target=self.initialize_player)
self.player_thread.daemon = True
self.player_thread.start()
self.log_entry(action="Starting")
def stop(self):
"""Method to stop the playback"""
self.set_state("STOP")
self.log_entry("Stopped")
config_dash.LOG.info("Stopped the playback")
def log_entry(self, action, bitrate=0):
"""Method to log the current state"""
if self.buffer_log_file:
header_row = None
if self.actual_start_time:
log_time = time.time() - self.actual_start_time
else:
log_time = 0
if not os.path.exists(self.buffer_log_file):
header_row = "EpochTime,CurrentPlaybackTime,CurrentBufferSize,CurrentPlaybackState,Action,Bitrate".split(",")
# stats = (log_time, str(self.playback_timer.time()), self.buffer.qsize(),
stats = (log_time, str(self.playback_timer.time()), self.buffer.__len__(), #MZ
self.playback_state, action,bitrate)
else:
stats = (log_time, str(self.playback_timer.time()), self.buffer.__len__(), #MZ
self.playback_state, action,bitrate)
str_stats = [str(i) for i in stats]
with open(self.buffer_log_file, "ab") as log_file_handle:
result_writer = csv.writer(log_file_handle, delimiter=",")
if header_row:
result_writer.writerow(header_row)
result_writer.writerow(str_stats)
config_dash.LOG.info("BufferStats: EpochTime=%s,CurrentPlaybackTime=%s,CurrentBufferSize=%s,"
"CurrentPlaybackState=%s,Action=%s,Bitrate=%s" % tuple(str_stats))
# buffer_size = self.buffer.qsize() * 2
buffer_size = self.buffer.__len__() * 2
with open("buffer.txt", "a") as bufstat:
bufstat.write(str(log_time) + "\t" + str(buffer_size) + "\n")
def predict(self, data):
with StopWatch("data preparation"):
d = self.feed(data, use_labels=False)
with StopWatch("network"):
return self.session.run(self.premsel_predictions,
self.symbol_predictions, d)
symbol_to_num[symbol]
for symbol in truncate_skolem(funcs + rels)
]
res_data.append((graph_data, (lens, labels, symbols)))
res.append(res_data)
return res
if __name__ == "__main__":
import traceback_utils
import sys
# hide entrails of Tensorflow in error messages
sys.excepthook = traceback_utils.shadow('/home/mirek/.local/')
with StopWatch("loading data"):
print("Loading data...")
sys.stdout.flush()
#test_data, train_data = load_data("deepmath/nndata2")
#test_data, train_data = load_data("bartosz/nndata/test", "bartosz/nndata/train")
test_data, train_data = load_data(
"enigma-2019-10/all-mzr02/test_sng",
"enigma-2019-10/all-mzr02/train_sng")
print("Enumerate symbols...")
symbol_to_num, test_data, train_data = enumerate_symbols(
test_data, train_data)
#total_symbols = len(symbol_to_num)
#print("{} symbols".format(total_symbols))
print("Constructing network...")
sys.stdout.flush()
class DashPlayer:
""" DASH buffer class """
def __init__(self, video_length, segment_duration):
config_dash.LOG.info("Initializing the Buffer")
self.player_thread = None
self.playback_start_time = None
self.playback_duration = video_length
self.segment_duration = segment_duration
# Timers to keep track of playback time and the actual time
self.playback_timer = StopWatch()
self.actual_start_time = None
# Playback State
self.playback_state = "INITIALIZED"
self.playback_state_lock = threading.Lock()
# Buffer size
if config_dash.MAX_BUFFER_SIZE:
self.max_buffer_size = config_dash.MAX_BUFFER_SIZE
else:
self.max_buffer_size = video_length
# Duration of the current buffer
self.buffer_length = 0
self.buffer_length_lock = threading.Lock()
# Buffer Constants
self.initial_buffer = config_dash.INITIAL_BUFFERING_COUNT
self.alpha = config_dash.ALPHA_BUFFER_COUNT
self.beta = config_dash.BETA_BUFFER_COUNT
self.segment_limit = None
# Current video buffer that holds the segment data
self.buffer = Queue.Queue()
self.buffer_lock = threading.Lock()
self.current_segment = None
self.buffer_log_file = config_dash.BUFFER_LOG_FILENAME
config_dash.LOG.info("VideoLength={},segmentDuration={},MaxBufferSize={},InitialBuffer(secs)={},"
"BufferAlph(secs)={},BufferBeta(secs)={}".format(self.playback_duration,
self.segment_duration,
self.max_buffer_size, self.initial_buffer,
self.alpha, self.beta))
def set_state(self, state):
""" Function to set the state of the player"""
state = state.upper()
if state in PLAYER_STATES:
self.playback_state_lock.acquire()
config_dash.LOG.info("Changing state from {} to {} at {} Playback time ".format(self.playback_state, state,
self.playback_timer.time()))
self.playback_state = state
self.playback_state_lock.release()
else:
config_dash.LOG.error("Unidentified state: {}".format(state))
def initialize_player(self):
"""Method that update the current playback time"""
start_time = time.time()
initial_wait = 0
paused = False
buffering = False
interruption_start = None
config_dash.LOG.info("Initialized player with video length {}".format(self.playback_duration))
while True:
# Video stopped by the user
if self.playback_state == "END":
config_dash.LOG.info("Finished playback of the video: {} seconds of video played for {} seconds".format(
self.playback_duration, time.time() - start_time))
self.playback_timer.pause()
return "STOPPED"
if self.playback_state == "STOP":
# If video is stopped quit updating the playback time and exit player
config_dash.LOG.info("Player Stopped at time {}".format(
time.time() - start_time))
self.playback_timer.pause()
self.log_entry("Stopped")
return "STOPPED"
# If paused by user
if self.playback_state == "PAUSE":
if not paused:
# do not update the playback time. Wait for the state to change
config_dash.LOG.info("Player Paused after {:4.2f} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
paused = True
continue
# If the playback encounters buffering during the playback
if self.playback_state == "BUFFERING":
if not buffering:
config_dash.LOG.info("Entering buffering stage after {} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
buffering = True
interruption_start = time.time()
config_dash.JSON_HANDLE['playback_info']['interruptions']['count'] += 1
# If the size of the buffer is greater than the RE_BUFFERING_DURATION then start playback
else:
# If the RE_BUFFERING_DURATION is greate than the remiang length of the video then do not wait
remaining_playback_time = self.playback_duration - self.playback_timer.time()
if ((self.buffer.qsize() >= config_dash.RE_BUFFERING_COUNT) or (
config_dash.RE_BUFFERING_COUNT * self.segment_duration >= remaining_playback_time
and self.buffer.qsize() > 0)):
buffering = False
if interruption_start:
interruption_end = time.time()
interruption = interruption_end - interruption_start
interruption_start = None
config_dash.JSON_HANDLE['playback_info']['interruptions']['events'].append(
(interruption_start, interruption_end))
config_dash.JSON_HANDLE['playback_info']['interruptions']['total_duration'] += interruption
config_dash.LOG.info("Duration of interruption = {}".format(interruption))
self.set_state("PLAY")
self.log_entry("Buffering-Play")
dash_event_logger.bufferingEnd(interruption)
if self.playback_state == "INITIAL_BUFFERING":
if self.buffer.qsize() < config_dash.INITIAL_BUFFERING_COUNT:
initial_wait = time.time() - start_time
continue
else:
config_dash.LOG.info("Initial Waiting Time = {}".format(initial_wait))
self.set_state("PLAY")
self.log_entry("InitialBuffering-Play")
if self.playback_state == "PLAY":
# Check of the buffer has any segments
if self.playback_timer.time() == self.playback_duration:
self.set_state("END")
self.log_entry("Play-End")
if self.buffer.qsize() == 0:
dash_event_logger.bufferingStart(time.time(), playback.time())
config_dash.LOG.info("Buffer empty after {} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
self.set_state("BUFFERING")
self.log_entry("Play-Buffering")
continue
# Read one the segment from the buffer
# Acquire Lock on the buffer and read a segment for it
self.buffer_lock.acquire()
play_segment = self.buffer.get()
self.buffer_lock.release()
config_dash.LOG.info("Reading the segment number {} from the buffer at playtime {}".format(
play_segment['segment_number'], self.playback_timer.time()))
self.log_entry(action="StillPlaying", bitrate=play_segment["bitrate"])
# Calculate time playback when the segment finishes
future = self.playback_timer.time() + play_segment['playback_length']
# Start the playback
self.playback_timer.start()
while self.playback_timer.time() < future:
# If playback hasn't started yet, set the playback_start_time
if not self.playback_start_time:
self.playback_start_time = time.time()
config_dash.LOG.info("Started playing with representation {} at {}".format(
play_segment['bitrate'], self.playback_timer.time()))
# Duration for which the video was played in seconds (integer)
if self.playback_timer.time() >= self.playback_duration:
config_dash.LOG.info("Completed the video playback: {} seconds".format(
self.playback_duration))
self.playback_timer.pause()
self.set_state("END")
self.log_entry("TheEnd")
return
else:
self.buffer_length_lock.acquire()
self.buffer_length -= int(play_segment['playback_length'])
config_dash.LOG.debug("Decrementing buffer_length by {}. dash_buffer = {}".format(
play_segment['playback_length'], self.buffer_length))
self.buffer_length_lock.release()
if self.segment_limit:
if int(play_segment['segment_number']) >= self.segment_limit:
self.set_state("STOP")
config_dash.LOG.info("Stopped playback after segment {} at playtime {}".format(
play_segment['segment_number'], self.playback_duration))
def write(self, segment):
""" write segment to the buffer.
Segment is dict with keys ['data', 'bitrate', 'playback_length', 'URI', 'size']
"""
# Acquire Lock on the buffer and add a segment to it
if not self.actual_start_time:
self.actual_start_time = time.time()
config_dash.LOG.info("Writing segment {} at time {}".format(segment['segment_number'],
time.time() - self.actual_start_time))
self.buffer_lock.acquire()
self.buffer.put(segment)
self.buffer_lock.release()
self.buffer_length_lock.acquire()
self.buffer_length += int(segment['playback_length'])
config_dash.LOG.debug("Incrementing buffer_length by {}. dash_buffer = {}".format(
segment['playback_length'], self.buffer_length))
self.buffer_length_lock.release()
self.log_entry(action="Writing", bitrate=segment['bitrate'])
def start(self):
""" Start playback"""
self.set_state("INITIAL_BUFFERING")
self.log_entry("Starting")
config_dash.LOG.info("Starting the Player")
self.player_thread = threading.Thread(target=self.initialize_player)
self.player_thread.daemon = True
self.player_thread.start()
self.log_entry(action="Starting")
def stop(self):
"""Method to stop the playback"""
self.set_state("STOP")
self.log_entry("Stopped")
config_dash.LOG.info("Stopped the playback")
def log_entry(self, action, bitrate=0):
"""Method to log the current state"""
if self.buffer_log_file:
header_row = None
if self.actual_start_time:
log_time = time.time() - self.actual_start_time
else:
log_time = 0
if not os.path.exists(self.buffer_log_file):
header_row = "EpochTime,CurrentPlaybackTime,CurrentBufferSize,CurrentPlaybackState,Action,Bitrate".split(",")
stats = (log_time, str(self.playback_timer.time()), self.buffer.qsize(),
self.playback_state, action,bitrate)
else:
stats = (log_time, str(self.playback_timer.time()), self.buffer.qsize(),
self.playback_state, action,bitrate)
str_stats = [str(i) for i in stats]
with open(self.buffer_log_file, "ab") as log_file_handle:
result_writer = csv.writer(log_file_handle, delimiter=",")
if header_row:
result_writer.writerow(header_row)
result_writer.writerow(str_stats)
config_dash.LOG.info("BufferStats: EpochTime=%s,CurrentPlaybackTime=%s,CurrentBufferSize=%s,"
"CurrentPlaybackState=%s,Action=%s,Bitrate=%s" % tuple(str_stats))
def setUp(self):
self.stopwatch = StopWatch()
class DashPlayer:
""" DASH buffer class """
"""modification by Arslan--adding frequency (seconds) of monitoring probe"""
frequency = 2.0
def __init__(self, video_length, segment_duration):
config_dash.LOG.info("Initializing the Buffer")
#modification by Arslan for MongoClient IP of the mininet vm 192.168.56.103
self.dbclient = MongoClient('192.168.56.103', 27017)
# Read description above
self.db = self.dbclient.qoemonitor.qoe
self.dbqoemetric = self.dbclient.qoemonitor.qoemetric
self.dbqoefrequency = self.dbclient.qoemonitor.qoefrequency
"""modification by Arslan to store action and bitrate as Variables"""
self.Action_store = ""
self.Bitrates_store = 0
self.monitor = None
"""modification above"""
self.player_thread = None
self.playback_start_time = None
self.playback_duration = video_length
self.segment_duration = segment_duration
#print "video_length = {}".format(video_length)
#print "segment_duration = {}".format(segment_duration)
# Timers to keep track of playback time and the actual time
self.playback_timer = StopWatch()
self.actual_start_time = None
# Playback State
self.playback_state = "INITIALIZED"
self.playback_state_lock = threading.Lock()
# Buffer size
if config_dash.MAX_BUFFER_SIZE:
self.max_buffer_size = config_dash.MAX_BUFFER_SIZE
else:
self.max_buffer_size = video_length
# Duration of the current buffer
self.buffer_length = 0
self.buffer_length_lock = threading.Lock()
# Buffer Constants
self.initial_buffer = config_dash.INITIAL_BUFFERING_COUNT
self.alpha = config_dash.ALPHA_BUFFER_COUNT
self.beta = config_dash.BETA_BUFFER_COUNT
self.segment_limit = None
# Current video buffer that holds the segment data
self.buffer = Queue.Queue()
self.buffer_lock = threading.Lock()
self.current_segment = None
self.buffer_log_file = config_dash.BUFFER_LOG_FILENAME
"""modification by Arslan to collect qoe metrics """
self.stalling = 0
self.qoe_log_file = config_dash.QOE_LOG_FILENAME
config_dash.LOG.info(
"VideoLength={},segmentDuration={},MaxBufferSize={},InitialBuffer(secs)={},"
"BufferAlph(secs)={},BufferBeta(secs)={}".format(
self.playback_duration, self.segment_duration,
self.max_buffer_size, self.initial_buffer, self.alpha,
self.beta))
def set_state(self, state):
""" Function to set the state of the player"""
state = state.upper()
if state in PLAYER_STATES:
self.playback_state_lock.acquire()
config_dash.LOG.info(
"Changing state from {} to {} at {} Playback time ".format(
self.playback_state, state, self.playback_timer.time()))
self.playback_state = state
self.playback_state_lock.release()
else:
config_dash.LOG.error("Unidentified state: {}".format(state))
def initialize_player(self):
"""Method that update the current playback time"""
start_time = time.time()
initial_wait = 0
paused = False
buffering = False
interruption_start = None
config_dash.LOG.info("Initialized player with video length {}".format(
self.playback_duration))
while True:
# Video stopped by the user
if self.playback_state == "END":
config_dash.LOG.info(
"Finished playback of the video: {} seconds of video played for {} seconds"
.format(self.playback_duration,
time.time() - start_time))
config_dash.JSON_HANDLE['playback_info'][
'end_time'] = time.time()
self.playback_timer.pause()
return "STOPPED"
if self.playback_state == "STOP":
# If video is stopped quit updating the playback time and exit player
config_dash.LOG.info(
"Player Stopped at time {}".format(time.time() -
start_time))
config_dash.JSON_HANDLE['playback_info'][
'end_time'] = time.time()
self.playback_timer.pause()
self.log_entry("Stopped")
"""modification by Arslan"""
self.Action_store = "Stopped"
return "STOPPED"
# If paused by user
if self.playback_state == "PAUSE":
if not paused:
# do not update the playback time. Wait for the state to change
config_dash.LOG.info(
"Player Paused after {:4.2f} seconds of playback".
format(self.playback_timer.time()))
self.playback_timer.pause()
paused = True
continue
# If the playback encounters buffering during the playback
if self.playback_state == "BUFFERING":
if not buffering:
config_dash.LOG.info(
"Entering buffering stage after {} seconds of playback"
.format(self.playback_timer.time()))
self.playback_timer.pause()
buffering = True
interruption_start = time.time()
config_dash.JSON_HANDLE['playback_info']['interruptions'][
'count'] += 1
# If the size of the buffer is greater than the RE_BUFFERING_DURATION then start playback
else:
# If the RE_BUFFERING_DURATION is greate than the remiang length of the video then do not wait
remaining_playback_time = self.playback_duration - self.playback_timer.time(
)
if ((self.buffer.qsize() >= config_dash.RE_BUFFERING_COUNT)
or
(config_dash.RE_BUFFERING_COUNT * self.segment_duration
>= remaining_playback_time
and self.buffer.qsize() > 0)):
buffering = False
if interruption_start:
interruption_end = time.time()
interruption = interruption_end - interruption_start
"""modification by Arslan to log QoE metrics"""
self.qoe_log(
stallingEvent=1,
stalling_durations=interruption,
stalling_start_time=interruption_start,
stalling_end_time=interruption_end)
config_dash.JSON_HANDLE['playback_info'][
'interruptions']['events'].append(
(interruption_start, interruption_end))
config_dash.JSON_HANDLE['playback_info'][
'interruptions'][
'total_duration'] += interruption
config_dash.LOG.info(
"Duration of interruption = {}".format(
interruption))
interruption_start = None
self.set_state("PLAY")
self.log_entry("Buffering-Play")
"""modification by Arslan"""
self.Action_store = "Buffering-Play"
if self.playback_state == "INITIAL_BUFFERING":
if self.buffer.qsize() < config_dash.INITIAL_BUFFERING_COUNT:
initial_wait = time.time() - start_time
continue
else:
config_dash.LOG.info(
"Initial Waiting Time = {}".format(initial_wait))
config_dash.JSON_HANDLE['playback_info'][
'initial_buffering_duration'] = initial_wait
config_dash.JSON_HANDLE['playback_info'][
'start_time'] = time.time()
self.set_state("PLAY")
self.log_entry("InitialBuffering-Play")
"""modification by Arslan"""
self.Action_store = "InitialBuffering-Play"
if self.playback_state == "PLAY":
# Check of the buffer has any segments
if self.playback_timer.time() == self.playback_duration:
self.set_state("END")
self.log_entry("Play-End")
"""modification by Arslan"""
self.Action_store = "Play-End"
if self.buffer.qsize() == 0:
config_dash.LOG.info(
"Buffer empty after {} seconds of playback".format(
self.playback_timer.time()))
self.playback_timer.pause()
self.set_state("BUFFERING")
self.log_entry("Play-Buffering")
"""modification by Arslan"""
self.Action_store = "Play-Buffering"
continue
# Read one the segment from the buffer
# Acquire Lock on the buffer and read a segment for it
self.buffer_lock.acquire()
play_segment = self.buffer.get()
self.buffer_lock.release()
config_dash.LOG.info(
"Reading the segment number {} from the buffer at playtime {}"
.format(play_segment['segment_number'],
self.playback_timer.time()))
self.log_entry(action="StillPlaying",
bitrate=play_segment["bitrate"])
"""modification by Arslan"""
self.Action_store = "StillPlaying"
self.Bitrates_store = play_segment["bitrate"]
# Calculate time playback when the segment finishes
future = self.playback_timer.time(
) + play_segment['playback_length']
# Start the playback
self.playback_timer.start()
while self.playback_timer.time() < future:
# If playback hasn't started yet, set the playback_start_time
if not self.playback_start_time:
self.playback_start_time = time.time()
config_dash.LOG.info(
"Started playing with representation {} at {}".
format(play_segment['bitrate'],
self.playback_timer.time()))
# Duration for which the video was played in seconds (integer)
if self.playback_timer.time() >= self.playback_duration:
config_dash.LOG.info(
"Completed the video playback: {} seconds".format(
self.playback_duration))
self.playback_timer.pause()
self.set_state("END")
self.log_entry("TheEnd")
"""modification by Arslan"""
self.Action_store = "TheEnd"
return
else:
self.buffer_length_lock.acquire()
self.buffer_length -= int(play_segment['playback_length'])
config_dash.LOG.debug(
"Decrementing buffer_length by {}. dash_buffer = {}".
format(play_segment['playback_length'],
self.buffer_length))
self.buffer_length_lock.release()
if self.segment_limit:
if int(play_segment['segment_number']
) >= self.segment_limit:
self.set_state("STOP")
config_dash.LOG.info(
"Stopped playback after segment {} at playtime {}".
format(play_segment['segment_number'],
self.playback_duration))
def write(self, segment):
""" write segment to the buffer.
Segment is dict with keys ['data', 'bitrate', 'playback_length', 'URI', 'size']
"""
# Acquire Lock on the buffer and add a segment to it
if not self.actual_start_time:
self.actual_start_time = time.time()
config_dash.JSON_HANDLE['playback_info'][
'start_time'] = self.actual_start_time
config_dash.LOG.info("Writing segment {} at time {}".format(
segment['segment_number'],
time.time() - self.actual_start_time))
self.buffer_lock.acquire()
self.buffer.put(segment)
self.buffer_lock.release()
self.buffer_length_lock.acquire()
self.buffer_length += int(segment['playback_length'])
config_dash.LOG.debug(
"Incrementing buffer_length by {}. dash_buffer = {}".format(
segment['playback_length'], self.buffer_length))
self.buffer_length_lock.release()
self.log_entry(action="Writing", bitrate=segment['bitrate'])
"""modification by Arslan"""
self.Action_store = "Writing"
self.Bitrates_store = segment['bitrate']
"""This is the method to update database with a given frequency"""
def monitoring_probe(self):
if self.actual_start_time:
log_time = time.time() - self.actual_start_time
else:
log_time = 0
update_monitor = {
"EpochTime": str(log_time),
"CurrentPlaybackTime": str(self.playback_timer.time()),
"CurrentBufferSize": str(self.buffer.qsize()),
"CurrentPlaybackState": str(self.playback_state),
"Action": str(self.Action_store),
"Bitrate": str(self.Bitrates_store),
"SysTime": str(time.time())
}
post_monitor = self.dbqoefrequency.insert_one(
update_monitor).inserted_id
self.monitor = threading.Timer(self.frequency, self.monitoring_probe)
self.monitor.start()
if self.Action_store == "TheEnd":
self.monitor.cancel()
def start(self):
""" Start playback"""
self.set_state("INITIAL_BUFFERING")
self.log_entry("Starting")
config_dash.LOG.info("Starting the Player")
self.player_thread = threading.Thread(target=self.initialize_player)
self.player_thread.daemon = True
self.player_thread.start()
self.log_entry(action="Starting")
""""modification by Arslan to launch monitoring probe"""
self.Action_store = "Starting"
self.monitoring_probe()
#self.monitor = threading.Timer(2.0,self.monitoring_probe)
#self.monitor.start()
def stop(self):
"""Method to stop the playback"""
self.set_state("STOP")
self.log_entry("Stopped")
config_dash.LOG.info("Stopped the playback")
"""modification by Arslan"""
self.Action_store = "Stopped"
#self.monitor.cancel()
def log_entry(self, action, bitrate=0):
"""Method to log the current state"""
if self.buffer_log_file:
header_row = None
if self.actual_start_time:
log_time = time.time() - self.actual_start_time
else:
log_time = 0
if not os.path.exists(self.buffer_log_file):
header_row = "EpochTime,CurrentPlaybackTime,CurrentBufferSize,CurrentPlaybackState,Action,Bitrate".split(
",")
stats = (log_time, str(self.playback_timer.time()),
self.buffer.qsize(), self.playback_state, action,
bitrate)
else:
stats = (log_time, str(self.playback_timer.time()),
self.buffer.qsize(), self.playback_state, action,
bitrate)
"""modification by Arslan insert in db"""
post_stat = {
"EpochTime": str(log_time),
"CurrentPlaybackTime": str(self.playback_timer.time()),
"CurrentBufferSize": str(self.buffer.qsize()),
"CurrentPlaybackState": str(self.playback_state),
"Action": str(action),
"Bitrate": str(bitrate)
}
post = self.db.insert_one(post_stat).inserted_id
str_stats = [str(i) for i in stats]
with open(self.buffer_log_file, "ab") as log_file_handle:
result_writer = csv.writer(log_file_handle, delimiter=",")
if header_row:
result_writer.writerow(header_row)
result_writer.writerow(str_stats)
config_dash.LOG.info(
"BufferStats: EpochTime=%s,CurrentPlaybackTime=%s,CurrentBufferSize=%s,"
"CurrentPlaybackState=%s,Action=%s,Bitrate=%s" %
tuple(str_stats))
"""modification by Arslan to log QoE metrics"""
def qoe_log(self,
stallingEvent=0,
stalling_durations=0,
stalling_start_time=0,
stalling_end_time=0):
"""method to log QoE metrics and save it to database"""
"""TODO add database connection to QoE Metric"""
"""for frequency based approach make a function to send data in
database using above log file and call it in the start of the start"""
self.stalling = self.stalling + stallingEvent
if self.qoe_log_file:
header_row = None
if self.actual_start_time:
log_time = time.time() - self.actual_start_time
else:
log_time = 0
if not os.path.exists(self.qoe_log_file):
header_row = "EpochTime,CurrentPlaybackTime,StallingEvent,StallingDurations,StallingStart,StallingEnd".split(
",")
stats = (log_time, str(self.playback_timer.time()),
self.stalling, stalling_durations,
stalling_start_time, stalling_end_time)
else:
stats = (log_time, str(self.playback_timer.time()),
self.stalling, stalling_durations,
stalling_start_time, stalling_end_time)
db_entry = {
"EpochTime": str(log_time),
"CurrentPlaybackTime": str(self.playback_timer.time()),
"StallingEvent": str(self.stalling),
"StallingDurations": str(stalling_durations),
"StallingStart": str(stalling_start_time),
"StallingEnd": str(stalling_end_time)
}
post_db = self.dbqoemetric.insert_one(db_entry).inserted_id
with open(self.qoe_log_file, "ab") as log_file_handle:
result_writer = csv.writer(log_file_handle, delimiter=",")
if header_row:
result_writer.writerow(header_row)
result_writer.writerow(str_stats)
