示例#1
0
 if segment_number > 10 and retrans:
     print '++++++++++++++++++++++++++'
     print dash_player.buffer.__len__()
     print (RETRANS_THRESHOLD_UPPER * config_dash.NETFLIX_BUFFER_SIZE)
     print RETRANSMISSION_SWITCH
     print '++++++++++++++++++++++++++'
     if dash_player.buffer.__len__() >= (RETRANS_THRESHOLD_UPPER * config_dash.NETFLIX_BUFFER_SIZE) or RETRANSMISSION_SWITCH == True:
         with open('empirical-retrans.txt', 'a') as retrans:
             retrans.write(str(segment_number) + '\t' + '2' + '\n')
         with open('empirical-debug.txt', 'a') as emp:
             emp.write("!!!!!!!RETRANSMISSION!!!!!!!!" + '\n')
         print "RETRANSMISSION_SWITCH = True !"
         RETRANSMISSION_SWITCH = True
         original_segment_number = segment_number
         original_current_bitrate = current_bitrate
         current_bitrate, segment_number = retransmission.retransmission(dp_object, current_bitrate, segment_number, dash_player.buffer, bitrates, segment_download_rate, config_dash.NETFLIX_BUFFER_SIZE, video_segment_duration)
         if dash_player.buffer.__len__() < (RETRANS_THRESHOLD_LOWER * config_dash.NETFLIX_BUFFER_SIZE):
             RETRANSMISSION_SWITCH = False
         #dl_rate based retransmission:
         #if segment_number != original_segment_number and (curr_rate - current_bitrate >= original_current_bitrate):
         if segment_number != original_segment_number:
             retransmission_delay_switch = True
             seg_num_offset = - (original_segment_number - segment_number + 1)
             bitrate_history.pop(seg_num_offset)
             bitrate_history.insert(seg_num_offset, current_bitrate)
             RETRANS_OFFSET = True
             retransmission_delay += 1
         with open('empirical-debug.txt', 'a') as emp:
             #for item in bitrate_history:
             #    emp.write("%s " % item)
             emp.write('\n' + str(segment_number) + '\t' + str(bitrate_actual_time) + '\t' + str(current_bitrate) + '\t' + str(dash_player.buffer.__len__()) + 'retr' + '\n')
示例#2
0
 if dash_player.buffer.__len__() >= (
         RETRANS_THRESHOLD_UPPER *
         config_dash.NETFLIX_BUFFER_SIZE
 ) or RETRANSMISSION_SWITCH == True:
     with open('empirical-retrans.txt', 'a') as retrans:
         retrans.write(
             str(segment_number) + '\t' + '2' + '\n')
     with open('empirical-debug.txt', 'a') as emp:
         emp.write("!!!!!!!RETRANSMISSION!!!!!!!!" + '\n')
     print "RETRANSMISSION_SWITCH = True !"
     RETRANSMISSION_SWITCH = True
     original_segment_number = segment_number
     original_current_bitrate = current_bitrate
     current_bitrate, segment_number = retransmission.retransmission(
         dp_object, current_bitrate, segment_number,
         dash_player.buffer, bitrates,
         segment_download_rate,
         config_dash.NETFLIX_BUFFER_SIZE,
         video_segment_duration)
     if dash_player.buffer.__len__() < (
             RETRANS_THRESHOLD_LOWER *
             config_dash.NETFLIX_BUFFER_SIZE):
         RETRANSMISSION_SWITCH = False
     #dl_rate based retransmission:
     #if segment_number != original_segment_number and (curr_rate - current_bitrate >= original_current_bitrate):
     if segment_number != original_segment_number:
         retransmission_delay_switch = True
         seg_num_offset = -(original_segment_number -
                            segment_number + 1)
         bitrate_history.pop(seg_num_offset)
         bitrate_history.insert(seg_num_offset,
                                current_bitrate)
def start_playback_smart(dp_object,
                         domain,
                         playback_type=None,
                         download=False,
                         video_segment_duration=None,
                         retrans=False):
    """ Module that downloads the MPD-FIle and download
        all the representations of the Module to download
        the MPEG-DASH media.
        Example: start_playback_smart(dp_object, domain, "SMART", DOWNLOAD, video_segment_duration)

        :param dp_object:       The DASH-playback object
        :param domain:          The domain name of the server (The segment URLS are domain + relative_address)
        :param playback_type:   The type of playback
                                1. 'BASIC' - The basic adapataion scheme
                                2. 'SARA' - Segment Aware Rate Adaptation
                                3. 'NETFLIX' - Buffer based adaptation used by Netflix
                                4. 'VLC' - VLC adaptation scheme
        :param download: Set to True if the segments are to be stored locally (Boolean). Default False
        :param video_segment_duration: Playback duratoin of each segment
        :return:
    """
    # Initialize the DASH buffer
    video_segment_duration = 2
    dash_player = dash_buffer.DashPlayer(dp_object.playback_duration,
                                         video_segment_duration)
    start_dload_time = timeit.default_timer()
    dash_player.start()
    # A folder to save the segments in
    file_identifier = id_generator()
    config_dash.LOG.info("The segments are stored in %s" % file_identifier)
    dp_list = defaultdict(defaultdict)
    # Creating a Dictionary of all that has the URLs for each segment and different bitrates
    for bitrate in dp_object.video:
        # Getting the URL list for each bitrate
        dp_object.video[bitrate] = read_mpd.get_url_list(
            dp_object.video[bitrate], video_segment_duration,
            dp_object.playback_duration, bitrate)
        if "$Bandwidth$" in dp_object.video[bitrate].initialization:
            dp_object.video[bitrate].initialization = dp_object.video[
                bitrate].initialization.replace("$Bandwidth$", str(bitrate))
        media_urls = [dp_object.video[bitrate].initialization
                      ] + dp_object.video[bitrate].url_list
        for segment_count, segment_url in enumerate(
                media_urls, dp_object.video[bitrate].start):
            # segment_duration = dp_object.video[bitrate].segment_duration
            dp_list[segment_count][bitrate] = segment_url
    bitrates = sorted(dp_object.video.keys())
    average_dwn_time = 0
    segment_files = []
    # For basic adaptation
    global segment_w_chunks
    init_dl_start_time = timeit.default_timer()
    segment_w_chunks = []
    previous_segment_times = []
    recent_download_sizes = []
    bitrate_history = []
    #segment_dl_rates = []
    weighted_mean_object = None
    current_bitrate = bitrates[0]
    previous_bitrate = None
    total_downloaded = 0
    bitrate_holder = 0
    dl_rate_history = []
    # Delay in terms of the number of segments
    delay = 0
    segment_duration = 0
    segment_size = segment_download_time = None
    # Netflix Variables
    average_segment_sizes = netflix_rate_map = None
    netflix_state = "INITIAL"
    RETRANSMISSION_SWITCH = False
    retransmission_delay = 0
    retransmission_delay_switch = False
    # Start playback of all the segments
    #for segment_number, segment in enumerate(dp_list, dp_object.video[current_bitrate].start):
    #for segment_number in dp_list:s
    segment_number = 1
    original_segment_number = 1
    while segment_number < len(dp_list):
        if retransmission_delay_switch == True:
            #segment_number = original_segment_number
            retransmission_delay_switch = False
        segment = segment_number
        #print len(dp_list)
        #print "dp_list"
        #print segment
        #print segment_number
        #print "++++++++++++"
        config_dash.LOG.info(" {}: Processing the segment {}".format(
            playback_type.upper(), segment_number))
        write_json()
        if not previous_bitrate:
            previous_bitrate = current_bitrate
        if SEGMENT_LIMIT:
            if not dash_player.segment_limit:
                dash_player.segment_limit = int(SEGMENT_LIMIT)
            if segment_number > int(SEGMENT_LIMIT):
                config_dash.LOG.info("Segment limit reached")
                break
        if segment_number == dp_object.video[bitrate].start:
            current_bitrate = bitrates[0]
        else:
            if playback_type.upper() == "BASIC":
                current_bitrate, average_dwn_time = basic_dash2.basic_dash2(
                    segment_number, bitrates, average_dwn_time,
                    recent_download_sizes, previous_segment_times,
                    current_bitrate)

                # if dash_player.buffer.qsize() > config_dash.BASIC_THRESHOLD:
                if dash_player.buffer.__len__(
                ) > config_dash.BASIC_THRESHOLD:  #MZ
                    # delay = dash_player.buffer.qsize() - config_dash.BASIC_THRESHOLD
                    delay = dash_player.buffer.__len__(
                    ) - config_dash.BASIC_THRESHOLD  #MZ
                config_dash.LOG.info(
                    "Basic-DASH: Selected {} for the segment {}".format(
                        current_bitrate, segment_number + 1))
            elif playback_type.upper() == "SMART":
                if not weighted_mean_object:
                    weighted_mean_object = WeightedMean(
                        config_dash.SARA_SAMPLE_COUNT)
                    config_dash.LOG.debug(
                        "Initializing the weighted Mean object")
                # Checking the segment number is in acceptable range
                segment_download_rate = segment_size / segment_download_time
                if segment_number < len(
                        dp_list) - 1 + dp_object.video[bitrate].start:
                    try:
                        current_bitrate, delay = weighted_dash.weighted_dash(
                            bitrates, dash_player,
                            weighted_mean_object.weighted_mean_rate,
                            current_bitrate, segment_number, segment_size,
                            segment_download_time,
                            get_segment_sizes(dp_object, segment_number + 1))
                    except IndexError as e:
                        config_dash.LOG.error(e)
                #with open('sara-dash-chosen-rate.txt', 'a') as sara:
                #sara.write(str(current_bitrate) + '\t' + str(segment_download_rate) + '\n')
                if not os.path.exists(download_log_file):
                    header_row = "EpochTime, CurrentBufferSize, Bitrate, DownloadRate".split(
                        ",")
                    stats = ((timeit.default_timer() - start_dload_time),
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate)
                else:
                    header_row = None
                    stats = ((timeit.default_timer() - start_dload_time),
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate)
                str_stats = [str(i) for i in stats]
                with open(download_log_file, "a") 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)
            elif playback_type.upper() == "NETFLIX":
                config_dash.LOG.info("Playback is NETFLIX")
                # Calculate the average segment sizes for each bitrate
                if not average_segment_sizes:
                    average_segment_sizes = get_average_segment_sizes(
                        dp_object)
                if segment_number < len(
                        dp_list) - 1 + dp_object.video[bitrate].start:
                    try:
                        if segment_size and segment_download_time:
                            segment_download_rate = segment_size / segment_download_time
                        else:
                            segment_download_rate = 0
                        current_bitrate, netflix_rate_map, netflix_state = netflix_dash.netflix_dash(
                            bitrates, dash_player, segment_download_rate,
                            current_bitrate, average_segment_sizes,
                            netflix_rate_map, netflix_state)
                        config_dash.LOG.info(
                            "NETFLIX: Next bitrate = {}".format(
                                current_bitrate))
                    except IndexError as e:
                        config_dash.LOG.error(e)
                else:
                    config_dash.LOG.critical(
                        "Completed segment playback for Netflix")
                    break
                if not os.path.exists(download_log_file):
                    header_row = "EpochTime, CurrentBufferSize, Bitrate, DownloadRate".split(
                        ",")
                    stats = (timeit.default_timer() - start_dload_time,
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate)
                else:
                    header_row = None
                    stats = (timeit.default_timer() - start_dload_time,
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate)
                str_stats = [str(i) for i in stats]
                with open(download_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)
                # If the buffer is full wait till it gets empty
                # if dash_player.buffer.qsize() >= config_dash.NETFLIX_BUFFER_SIZE:
                if dash_player.buffer.__len__(
                ) >= config_dash.NETFLIX_BUFFER_SIZE:  #MZ
                    # delay = (dash_player.buffer.qsize() - config_dash.NETFLIX_BUFFER_SIZE + 1) * segment_duration
                    delay = (dash_player.buffer.__len__() -
                             config_dash.NETFLIX_BUFFER_SIZE +
                             1) * segment_duration  #MZ
                    config_dash.LOG.info(
                        "NETFLIX: delay = {} seconds".format(delay))
            elif playback_type.upper() == "VLC":
                config_dash.LOG.info(
                    "Unknown playback type:{}. Continuing with basic playback".
                    format(playback_type))
                config_dash.LOG.info("VLC: Current Bitrate %d" %
                                     current_bitrate)
                # current_bitrate = basic_dash.basic_dash(segment_number, bitrates, segment_download_time, current_bitrate, dash_player.buffer.qsize(), segment_size)
                current_bitrate = basic_dash.basic_dash(
                    segment_number, bitrates,
                    segment_download_time, current_bitrate,
                    dash_player.buffer.__len__(), segment_size)  #MZ
                with open('vlc-dash-chosen-rate.txt', 'a') as vlc:
                    vlc.write(str(current_bitrate) + '\n')
                # if dash_player.buffer.qsize() >= (config_dash.NETFLIX_BUFFER_SIZE):
                if dash_player.buffer.__len__() >= (
                        config_dash.NETFLIX_BUFFER_SIZE):  #MZ
                    delay = 1
                else:
                    delay = 0
                if segment_number < len(
                        dp_list) - 1 + dp_object.video[bitrate].start:
                    try:
                        if segment_size and segment_download_time:
                            segment_download_rate = segment_size / segment_download_time
                        else:
                            segment_download_rate = 0
                    except IndexError as e:
                        config_dash.LOG.error(e)
                if not os.path.exists(download_log_file):
                    header_row = "EpochTime, CurrentBufferSize, Bitrate, DownloadRate".split(
                        ",")
                    stats = (timeit.default_timer() - start_dload_time,
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate)
                else:
                    header_row = None
                    stats = (timeit.default_timer() - start_dload_time,
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate)
                str_stats = [str(i) for i in stats]
                with open(download_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)

            elif playback_type.upper() == "EMPIRICAL":
                buffer_upper = config_dash.NETFLIX_BUFFER_SIZE * BUFFER_THRESHOLD_UPPER
                buffer_lower = config_dash.NETFLIX_BUFFER_SIZE * BUFFER_THRESHOLD_LOWER
                #segment_sizes_test = get_segment_sizes(dp_object,segment_number)
                #print "================"
                #print segment_sizes_test
                #print segment_number
                #print "================"
                if segment_size == 0:
                    curr_rate = 0
                else:
                    curr_rate = (segment_size * 8) / segment_download_time
                #segment_dl_rates.append(curr_rate)
                average_segment_sizes = get_average_segment_sizes(dp_object)
                dl_rate_history.append(curr_rate)
                #print "-----------!!!!!!!!"
                #print dl_rate_history
                #print "!!!!!!!------------"
                if len(dl_rate_history) > 10:
                    dl_rate_history.pop(0)
                # current_bitrate = empirical_dash.empirical_dash(average_segment_sizes, segment_number, bitrates, segment_download_time, current_bitrate, dash_player.buffer.qsize(), segment_size, get_segment_sizes(dp_object,segment_number-2), video_segment_duration, dl_rate_history, bitrate_history, segment_w_chunks, DOWNLOAD_CHUNK)
                emp_func_time = timeit.default_timer()
                current_bitrate = empirical_dash.empirical_dash(
                    average_segment_sizes, segment_number, bitrates,
                    segment_download_time, current_bitrate,
                    dash_player.buffer.__len__(), segment_size,
                    get_segment_sizes(dp_object, segment_number - 2),
                    video_segment_duration, dl_rate_history, bitrate_history,
                    segment_w_chunks, DOWNLOAD_CHUNK)  #MZ
                with open("/dev/SQUAD/http1_seg_time", 'a') as seg_time:
                    seg_time.write("{},{}\n".format(
                        segment_number,
                        timeit.default_timer() - emp_func_time))

                bitrates = [float(i) for i in bitrates]

                if len(segment_w_chunks) > 10:
                    #segment_w_chunks = numpy.delete(segment_w_chunks, (0), axis=0)
                    segment_w_chunks.pop(0)
                    print("deleted elements!")
                #print bitrates
                # if dash_player.buffer.qsize() >= buffer_upper and segment_number > 10:
                if segment_number > 10:
                    if current_bitrate <= bitrate_history[
                            -1] or dash_player.buffer.__len__() < buffer_lower:
                        print(
                            "current_bitrate <= bitrate_history[-1] or dash_player.buffer.__len__() < buffer_lower"
                        )
                        if dash_player.buffer.__len__() >= buffer_upper:  #MZ
                            with open('empirical-buffer-holder.txt',
                                      'a') as buh:
                                buh.write(
                                    str(segment_number) + '\t' + '1' + '\n')
                            if bitrate_holder == 1:
                                #print "bitrate holder: ON"
                                #print "bitrate_history[-1]: " + str(bitrate_history[-1])
                                #print bitrate_history
                                current_bitrate = bitrate_history[-1]
                            elif len(bitrates
                                     ) > 1 and current_bitrate < bitrates[int(
                                         bitrates.index(bitrate_history[-1]) -
                                         2)]:
                                #print "current_rate! : " + str(current_bitrate)
                                #current_bitrate = bitrate_history[-1]
                                next_bitrate = int(
                                    round(bitrate_history[-1] +
                                          current_bitrate) / 2)
                                current_bitrate = min(
                                    bitrates,
                                    key=lambda x: abs(x - next_bitrate))
                                #next_q_layer = int(round((bitrates.index(bitrate_history[-1]) + bitrates.index(current_bitrate)) / 2))
                                #print "next_q_layer! : " + str(next_q_layer)
                                #current_bitrate = bitrates[next_q_layer]
                                #print "changed current_rate! : " + str(current_bitrate)
                                bitrate_holder = 1
                            #elif (current_bitrate > bitrates[int(bitrates.index(bitrate_history[-1]) - 2)]) and (current_bitrate < bitrates[int(bitrates.index(bitrate_history[-1]))]):
                            elif len(bitrates) > 1 and (
                                    current_bitrate >= bitrates[int(
                                        bitrates.index(bitrate_history[-1]) -
                                        2)]) and (current_bitrate <
                                                  bitrate_history[-1]):
                                #print "holding bitrate!"
                                #print bitrate_history
                                current_bitrate = bitrate_history[-1]
                            elif bitrate_holder == 0 and current_bitrate < bitrates[
                                    -1] and (current_bitrate == bitrates[int(
                                        bitrates.index(bitrate_history[-1]) +
                                        1)]):
                                current_bitrate = bitrate_history[-1]
                            elif bitrate_holder == 0:
                                print("go ahead!")
                        elif bitrate_holder == 1 and dash_player.buffer.__len__(
                        ) >= buffer_lower:
                            #print "bitrate holder: ON; buffer > lower_bound"
                            #print bitrate_history
                            #print "bitrate_history[-1]: " + str(bitrate_history[-1])
                            current_bitrate = bitrate_history[-1]
                        if dash_player.buffer.__len__() < buffer_lower:
                            #print "buffer < lower"
                            #print dash_player.buffer.__len__()
                            #print buffer_lower
                            bitrate_holder = 0
                        if current_bitrate != bitrates[-1] and bitrate_history[
                                -1] < bitrates[-1] and (
                                    current_bitrate == bitrates[int(
                                        bitrates.index(bitrate_history[-1]) +
                                        1)]):
                            current_bitrate = bitrate_history[-1]
                    elif current_bitrate > bitrate_history[
                            -1] and dash_player.buffer.__len__(
                            ) >= buffer_upper:
                        #print "current_bitrate > bitrate_history[-1] and dash_player.buffer.__len__() >= buffer_lower"
                        #print current_bitrate
                        #print bitrate_history[-1]
                        #print buffer_lower
                        #print "current_bitrate > bitrate_history[-1] and dash_player.buffer.__len__() >= buffer_lower"
                        bitrate_holder = 0
                #if (bitrates.index(current_bitrate) - bitrates.index(bitrate_history[-1])) <= 2 and (bitrates.index(current_bitrate) - bitrates.index(bitrate_history[-1])) >= 0:
                #    current_bitrate = bitrate_history[-1]
                #current_bitrate = bitrates[bitrates.index(bitrate_history[-1])/2]
                print("---------------current_bitrate: " +
                      str(current_bitrate))
                bitrate_actual_time = timeit.default_timer(
                ) - init_dl_start_time
                # if dash_player.buffer.qsize() >= (config_dash.NETFLIX_BUFFER_SIZE):
                if segment_size and segment_download_time:
                    segment_download_rate = segment_size / segment_download_time
                    #with open('/dev/SQUAD/http2_read_seg_size_rate.txt', 'a') as rate_f:
                    #rate_f.write(str(segment_size)+'\t'+str(segment_download_rate)+'\n')
                else:
                    segment_download_rate = 0
                RETRANS_OFFSET = False
                #original_segment_number = segment_number
                if segment_number > 10 and retrans:
                    print('++++++++++++++++++++++++++')
                    print(dash_player.buffer.__len__())
                    print(RETRANS_THRESHOLD_UPPER *
                          config_dash.NETFLIX_BUFFER_SIZE)
                    print(RETRANSMISSION_SWITCH)
                    print('++++++++++++++++++++++++++')
                    if dash_player.buffer.__len__() >= (
                            RETRANS_THRESHOLD_UPPER *
                            config_dash.NETFLIX_BUFFER_SIZE
                    ) or RETRANSMISSION_SWITCH == True:
                        with open('empirical-retrans.txt', 'a') as retrans:
                            retrans.write(
                                str(segment_number) + '\t' + '2' + '\n')
                        with open('empirical-debug.txt', 'a') as emp:
                            emp.write("!!!!!!!RETRANSMISSION!!!!!!!!" + '\n')
                        print("RETRANSMISSION_SWITCH = True !")
                        RETRANSMISSION_SWITCH = True
                        original_segment_number = segment_number
                        original_current_bitrate = current_bitrate
                        current_bitrate, segment_number = retransmission.retransmission(
                            dp_object, current_bitrate, segment_number,
                            dash_player.buffer, bitrates,
                            segment_download_rate,
                            config_dash.NETFLIX_BUFFER_SIZE,
                            video_segment_duration)
                        if dash_player.buffer.__len__() < (
                                RETRANS_THRESHOLD_LOWER *
                                config_dash.NETFLIX_BUFFER_SIZE):
                            RETRANSMISSION_SWITCH = False
                        #dl_rate based retransmission:
                        #if segment_number != original_segment_number and (curr_rate - current_bitrate >= original_current_bitrate):
                        if segment_number != original_segment_number:
                            retransmission_delay_switch = True
                            seg_num_offset = -(original_segment_number -
                                               segment_number + 1)
                            bitrate_history.pop(seg_num_offset)
                            bitrate_history.insert(seg_num_offset,
                                                   current_bitrate)
                            RETRANS_OFFSET = True
                            retransmission_delay += 1
                        with open('empirical-debug.txt', 'a') as emp:
                            #for item in bitrate_history:
                            #    emp.write("%s " % item)
                            emp.write('\n' + str(segment_number) + '\t' +
                                      str(bitrate_actual_time) + '\t' +
                                      str(current_bitrate) + '\t' +
                                      str(dash_player.buffer.__len__()) +
                                      'retr' + '\n')
                #print "###########"
                with open('empirical-dash-chosen-rate.txt', 'a') as emp:
                    emp.write(
                        str(segment_number) + '\t' + str(bitrate_actual_time) +
                        '\t' + str(segment_download_rate * 8) + '\t' +
                        str(current_bitrate) + '\t' +
                        str(dash_player.buffer.__len__()) + '\n')
                if dash_player.buffer.__len__() >= (
                        config_dash.NETFLIX_BUFFER_SIZE):  #MZ
                    delay = 1
                else:
                    delay = 0
                #print segment_number
                #print "=============="
                #print dp_object.video[current_bitrate]
                #print "=============="
                if RETRANS_OFFSET == False:
                    bitrate_history.append(current_bitrate)
                    #segment_number -= retransmission_delay
                    #retransmission_delay_done = True
                print("-------------+++++++++++++")
                print(dp_list[segment][current_bitrate])
                print(urllib.parse.urljoin(domain, segment_path))
                print("-------------+++++++++++++")
                if not os.path.exists(download_log_file):
                    header_row = "EpochTime, CurrentBufferSize, Bitrate, DownloadRate, SegmentNumber,SegmentSize,SegmentDownloadTime".split(
                        ",")
                    stats = (timeit.default_timer() - start_dload_time,
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate,
                             segment_number, segment_size,
                             segment_download_time)
                else:
                    header_row = None
                    stats = (timeit.default_timer() - start_dload_time,
                             str(dash_player.buffer.__len__()),
                             current_bitrate, segment_download_rate,
                             segment_number, segment_size,
                             segment_download_time)
                str_stats = [str(i) for i in stats]
                with open(download_log_file, "a") 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)
        segment_path = dp_list[segment][current_bitrate]
        segment_url = urllib.parse.urljoin(domain, segment_path)
        #print "+++++++++++++"
        #print segment_path
        #print segment_url
        #print dp_list[segment]
        #print "+++++++++++++"
        config_dash.LOG.info("{}: Segment URL = {}".format(
            playback_type.upper(), segment_url))
        if delay:
            delay_start = time.time()
            config_dash.LOG.info("SLEEPING for {}seconds ".format(
                delay * segment_duration))
            while time.time() - delay_start < (delay * segment_duration):
                time.sleep(1)
            delay = 0
            config_dash.LOG.debug("SLEPT for {}seconds ".format(time.time() -
                                                                delay_start))
        start_time = timeit.default_timer()
        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 as e:
            config_dash.LOG.error("Unable to save segment: {0}".format(
                e.filename))
            return None
        segment_download_time = timeit.default_timer() - start_time
        segment_download_rate = segment_size / segment_download_time
        #with open('/dev/SQUAD/tst_hyper_http1_read_mod_chunk_seg_time_rate.txt', 'a') as rate_f:
        #               rate_f.write(str(segment_size)+'\t'+str(segment_download_time)+'\t'+str(segment_download_rate*8)+'\n')
        previous_segment_times.append(segment_download_time)
        recent_download_sizes.append(segment_size)
        # Updating the JSON information
        segment_name = os.path.split(segment_url)[1]
        if "segment_info" not in config_dash.JSON_HANDLE:
            config_dash.JSON_HANDLE["segment_info"] = list()
        config_dash.JSON_HANDLE["segment_info"].append(
            (segment_name, current_bitrate, segment_size,
             segment_download_time))
        total_downloaded += segment_size
        config_dash.LOG.info(
            "{} : The total downloaded = {}, segment_size = {}, segment_number = {}"
            .format(playback_type.upper(), total_downloaded, segment_size,
                    segment_number))
        if playback_type.upper() == "SMART" and weighted_mean_object:
            weighted_mean_object.update_weighted_mean(segment_size,
                                                      segment_download_time)

        segment_info = {
            'playback_length': video_segment_duration,
            'size': segment_size,
            'bitrate': current_bitrate,
            'data': segment_filename,
            'URI': segment_url,
            'segment_number': segment_number,
            'segment_layer': bitrates.index(current_bitrate)
        }
        segment_duration = segment_info['playback_length']
        dash_player.write(segment_info)
        segment_files.append(segment_filename)
        segment_number += 1
        if retransmission_delay_switch == True:
            segment_number = original_segment_number
        #if segment_number > 10:
        #    if original_segment_number != segment_number:
        #        print "!!!!!!!!! not equal !!!!!!!!!!!!"
        #        print "segment_number " + str(segment_number)
        #        print "original segment number : " + str(original_segment_number)
        #        retransmission_delay_switch = True
        #        #original_segment_number += 1
        config_dash.LOG.info(
            "Download info: segment URL: %s. Size = %s in %s seconds" %
            (segment_url, segment_size, str(segment_download_time)))
        if previous_bitrate:
            if previous_bitrate < current_bitrate:
                config_dash.JSON_HANDLE['playback_info']['up_shifts'] += 1
            elif previous_bitrate > current_bitrate:
                config_dash.JSON_HANDLE['playback_info']['down_shifts'] += 1
            previous_bitrate = current_bitrate
    # waiting for the player to finish playing
    while dash_player.playback_state not in dash_buffer.EXIT_STATES:
        time.sleep(1)
    write_json()
    if not download:
        clean_files(file_identifier)