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Mot : - Tags -/MediaSPIP 0.2

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Sur d’autres sites (2976)

  • FFmpeg / python - command works when run from shell but fails when run from python

    4 avril 2019, par artembus

    I have a python script which should run an ffmpeg command with this function :

    def transcode(in_path, out_path):
       cmd = ["ffmpeg", "-y", "-i", in_path, '-vf smartblur=lr=1']
       cmd += ["-an", out_path]
       print("Running:", " ".join(cmd))
       subprocess.run(cmd, stdout=cmdout, stderr=cmdout)

    When I run the python script it fails with this ffmpeg error :

    Running: ffmpeg -y -i raid/orig/scenes/train/5786088.mp4 -vf smartblur=lr=1 -an raid/4K/scenes/train/5786088.mp4
    ffmpeg version 2.8.15-0ubuntu0.16.04.1 Copyright (c) 2000-2018 the FFmpeg developers
     built with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.10) 20160609
     configuration: --prefix=/usr --extra-version=0ubuntu0.16.04.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv
     libavutil      54. 31.100 / 54. 31.100
     libavcodec     56. 60.100 / 56. 60.100
     libavformat    56. 40.101 / 56. 40.101
     libavdevice    56.  4.100 / 56.  4.100
     libavfilter     5. 40.101 /  5. 40.101
     libavresample   2.  1.  0 /  2.  1.  0
     libswscale      3.  1.101 /  3.  1.101
     libswresample   1.  2.101 /  1.  2.101
     libpostproc    53.  3.100 / 53.  3.100
    Unrecognized option 'vf smartblur=lr=1'.
    Error splitting the argument list: Option not found

    You can see the command it tries to execute in the first line, when I run it in the command line it works fine. When I run the command in the shell it outputs the same version and parameters of the ffmpeg as written in the error above.

    I feel like I missed something simple yet crucial, anyone can point me to the right direction ?

  • Popen ffmpeg process hang if run in shell and leaves a defunct process if run in background

    12 janvier 2023, par dr__noob

    I have a script that runs the FFmpeg command. When I run the command in the background using the & operator it runs fine but leaves a zombie process. And when I remove the operator the process hangs and goes into the pipe_wait state.

    


    The code used to execute the FFmpeg command

    


    def run_cmd(cmd:str,
            check:bool=False,       
            capture:bool=False,
            timeout:float=None,
            ) -> tuple[int,bytearray,bytearray]:
    import  subprocess

    stdout_data,stderr_data = (bytearray(),bytearray()) if capture else (None,None)
    try:
        sp = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE, )
        while any(data:=(sp.stdout.readline(),sp.stderr.readline())):
            out,err = data
            if out: stdout_data += out
            if err: stderr_data += err
        sp.communicate(timeout=timeout)
        return sp.returncode,stdout_data,stderr_data
    except subprocess.CalledProcessError as e:
        print("Called process error")
        raise e
    except subprocess.TimeoutExpired as e:
        sp.kill()
        print(f"{sp.pid} killed")
        if check:
            raise e
    except PermissionError as e:
        print("Permission error")
        if check:
            raise e


    


    The command which is causing the issue is

    


    nice -n 10 ffmpeg -loglevel verbose -hide_banner -y -threads 0 -i "/dev/shm/480TEST-1999963.dfw.480_1673030704/SBS_Plus_Test_Feed.480TEST-1999963.480.eng.p.intermediate.mp4" -map 0:v:0? -q:v 1 -f rawvideo -pix_fmt "yuv420p" -an ./SBS_Plus_Test_Feed.480TEST-1999963.480.eng.p_fifo_video.yuv -map 0:a:0? -q:a 1 -ac 2 -af "aresample=async=1:first_pts=0" -vn ./SBS_Plus_Test_Feed.480TEST-1999963.480.eng.p_fifo_audio.wav > "./SBS_Plus_Test_Feed.480TEST-1999963.480.eng.p.ffmpeg.demux.log" 2>&1 &


    


    However, other FFmpeg commands are running fine without the last &. But this command will block if I remove the &. If I keep it as it is, the process will later become a zombie(defunct). Can it be because it is actually a nice -n 10 causing the issue ?

    


    Example of a command running fine

    


    ffmpeg -loglevel verbose -hide_banner -y -threads 0 -i "./SBS_Plus_Test_Feed.480TEST-1999963.480.eng.p.ts" -r "59.94" -s:v "1280"x"720" -pix_fmt "yuv420p" -vcodec libx264 -x264-params qp="30" -af "aresample=async=1:first_pts=0" -crf 0 -q:a 1 -vf yadif=1 ./SBS_Plus_Test_Feed.480TEST-1999963.480.eng.p.intermediate.mp4 > "./p.intermediate.mp4.intermediate.ffmpeg.log" 2>&1


    


    Till now I have tried other options like -nostdin and null suggested in ffmpeg hangs when run in background

    


    Is there any other way run this without creating a zombie ?

    


  • How to set crontab in order to run multiple python and a shell scripts ?

    5 janvier 2021, par Alexander Mitsou

    I need to start three python3 scripts and a shell script using crontab. These scripts should run at the same time without any delay. Each script runs exactly for one minute. For instance I have scheduled crontab to run these scripts every 5 minutes.

    


    My problem is that, if I attempt to run each script individually from terminal it executes with no further errors, but using crontab nothing happens.

    


    DISCLAIMER : If I set up the Python3 scripts individually in crontab, they work fine !

    


    Here's my crontab set up :

    


    */5 * * * * cd /home/user/Desktop/ && /usr/bin/python3 script1.py >> report1.log

*/5 * * * * cd /home/user/Desktop/ && /usr/bin/python3 script2.py >> report2.log

*/5 * * * * cd /home/user/Desktop/ && /usr/bin/python3 script3.py >> report3.log

*/5 * * * * cd /home/user/Desktop/ && /usr/bin/sh script4.sh >> report4.log 


    


    In addition I need to mention that the shell script contains this command (FFMPEG) :

    


    #!/bin/bash

parent_dir=`dirname \`pwd\`` 
folder_name="/Data/Webcam" 
new_path=$parent_dir$folder_name  


if [ -d "$new_path" ]; then
    echo "video_audio folder exists..."
else
    echo "Creating video_audio folder in the current directory..."
    mkdir -p -- "$new_path"
    sudo chmod 777 "$new_path"
    echo "Folder created"
    echo
fi

now=$(date +%F) 
now="$( echo -e "$now" | tr  '-' '_'  )"
sub_dir=$new_path'/'$now 

if [ -d "$sub_dir" ]; then
    echo "Date Sub-directory exists..."
    echo
else
    echo "Error: ${sub_dir} not found..."
    echo "Creating date sub-directory..."
    mkdir -p -- "$sub_dir"
    sudo chmod 777 "$sub_dir"
    echo "Date sub-directory created..."
    echo
fi

fname=$(date +%H_%M_%S)".avi"
video_dir=$sub_dir'/'$fname
ffmpeg -f pulse -ac 1 -i default -f v4l2 -i  /dev/video0 -vcodec libx264 -t 00:01:00 $video_dir 


    


    The log file of that script contain the following :

    


    video_audio folder exists...
Date Sub-directory exists...

Package ffmpeg is already installed...
Package v4l-utils is already installed...

Package: ffmpeg
Status: install ok installed
Priority: optional
Section: video
Installed-Size: 2010
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Architecture: amd64
Multi-Arch: foreign
Version: 7:4.2.4-1ubuntu0.1
Replaces: libav-tools (<< 6:12~~), qt-faststart (<< 7:2.7.1-3~)
Depends: libavcodec58 (= 7:4.2.4-1ubuntu0.1), libavdevice58 (= 7:4.2.4-1ubuntu0.1), libavfilter7 (= 7:4.2.4-1ubuntu0.1), libavformat58 (= 7:4.2.4-1ubuntu0.1), libavresample4 (= 7:4.2.4-1ubuntu0.1), libavutil56 (= 7:4.2.4-1ubuntu0.1), libc6 (>= 2.29), libpostproc55 (= 7:4.2.4-1ubuntu0.1), libsdl2-2.0-0 (>= 2.0.10), libswresample3 (= 7:4.2.4-1ubuntu0.1), libswscale5 (= 7:4.2.4-1ubuntu0.1)
Suggests: ffmpeg-doc
Breaks: libav-tools (<< 6:12~~), qt-faststart (<< 7:2.7.1-3~), winff (<< 1.5.5-5~)
Description: Tools for transcoding, streaming and playing of multimedia files
 FFmpeg is the leading multimedia framework, able to decode, encode, transcode,
 mux, demux, stream, filter and play pretty much anything that humans and
 machines have created. It supports the most obscure ancient formats up to the
 cutting edge.
 .
 This package contains:
  * ffmpeg: a command line tool to convert multimedia files between formats
  * ffplay: a simple media player based on SDL and the FFmpeg libraries
  * ffprobe: a simple multimedia stream analyzer
  * qt-faststart: a utility to rearrange Quicktime files
Homepage: https://ffmpeg.org/
Original-Maintainer: Debian Multimedia Maintainers <debian-multimedia@lists.debian.org>
Package: v4l-utils
Status: install ok installed
Priority: optional
Section: utils
Installed-Size: 2104
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Architecture: amd64
Version: 1.18.0-2build1
Replaces: ivtv-utils (<< 1.4.1-2), media-ctl
Depends: libv4l-0 (= 1.18.0-2build1), libv4l2rds0 (= 1.18.0-2build1), libc6 (>= 2.17), libgcc-s1 (>= 3.0), libstdc++6 (>= 5.2), libudev1 (>= 183)
Breaks: ivtv-utils (<< 1.4.1-2), media-ctl
Description: Collection of command line video4linux utilities
 v4l-utils contains the following video4linux command line utilities:
 .
  decode_tm6000: decodes tm6000 proprietary format streams
  rds-ctl: tool to receive and decode Radio Data System (RDS) streams
  v4l2-compliance: tool to test v4l2 API compliance of drivers
  v4l2-ctl, cx18-ctl, ivtv-ctl: tools to control v4l2 controls from the cmdline
  v4l2-dbg: tool to directly get and set registers of v4l2 devices
  v4l2-sysfs-path: sysfs helper tool
Original-Maintainer: Gregor Jasny <gjasny@googlemail.com>
Homepage: https://linuxtv.org/downloads/v4l-utils/


    


    Due to the reason that the python files are of the same structure I'm uploading a sample file here :

    


    # -*- coding: utf-8 -*-
from threading import Timer
from pynput.mouse import Listener
import logging
import sys
import os
sys.path.insert(0, os.path.join(os.path.dirname(
    os.path.realpath(__file__)), "../"))

from Functions import utils as ut

if __name__=='__main__':

    ut.initialize_dirs()
    rec_file = ''.join(('mouse_',ut.get_date(),'.txt'))
    raw_data = ut.get_name('Mouse')
    rec_file = os.path.join(raw_data,rec_file)
    logging.basicConfig(filename=rec_file,level=logging.DEBUG,format="%(asctime)s    %(message)s")

    try:
        with Listener(on_move=ut.on_move, on_click=ut.on_click,on_scroll=ut.on_scroll) as listener:
            Timer(60, listener.stop).start()
            listener.join()
    except KeyboardInterrupt as err:
        print(err)
        sys.exit(0)

    print('Exiting logger...')



    


    I'm also uploading the functions that I use :

    


    # -*- coding: utf-8 -*-&#xA;from serial import Serial&#xA;from datetime import datetime, timedelta&#xA;import pandas as pd&#xA;import collections&#xA;import logging&#xA;import shutil&#xA;import serial&#xA;import time&#xA;import sys&#xA;import os&#xA;&#xA;click_held = False&#xA;button = None&#xA;&#xA;&#xA;def on_move(x,y):&#xA;    """The callback to call when mouse move events occur&#xA;&#xA;    Args:&#xA;        x (float): The new pointer position&#xA;        y (float): The new pointer poisition&#xA;    """&#xA;    if click_held:&#xA;        logging.info("MV    {0:>8}  {1:>8}  {2:>8}:".format(x,y,str(None)))&#xA;    else:&#xA;        logging.info("MV    {0:>8}  {1:>8}  {2:>8}:".format(x,y,str(None)))&#xA;&#xA;&#xA;def on_click(x,y,button,pressed):&#xA;    """The callback to call when a mouse button is clicked&#xA;&#xA;    Args:&#xA;        x (float): Mouse coordinates on screen&#xA;        y (float): Mouse coordinates on screen&#xA;        button (str): one of the Button values&#xA;        pressed (bool): Pressed is whether the button was pressed&#xA;    """&#xA;    global click_held&#xA;    if pressed:&#xA;        click_held = True&#xA;        logging.info("CLK    {0:>7}    {1:>6}    {2:>13}".format(x,y,button))&#xA;    else:&#xA;        click_held = False&#xA;        logging.info("RLS    {0:>7}    {1:>6}    {2:>13}".format(x,y,button))&#xA;&#xA;&#xA;def on_scroll(x,y,dx,dy):&#xA;    """The callback to call when mouse scroll events occur&#xA;&#xA;    Args:&#xA;        x (float): The new pointer position on screen&#xA;        y (float): The new pointer position on screen&#xA;        dx (int): The horizontal scroll. The units of scrolling is undefined&#xA;        dy (int): The vertical scroll. The units of scrolling is undefined&#xA;    """&#xA;    if dy == -1:&#xA;        logging.info("SCRD    {0:>6}    {1:>6}    {2:>6}".format(x,y,str(None)))&#xA;    elif dy == 1:&#xA;        logging.info("SCRU    {0:>6}    {1:>6}    {2:>6}".format(x,y,str(None)))&#xA;    else:&#xA;        pass&#xA;&#xA;&#xA;def on_press_keys(key):&#xA;    """The callback to call when a button is pressed.&#xA;&#xA;    Args:&#xA;        key (str): A KeyCode,a Key or None if the key is unknown&#xA;    """&#xA;    subkeys = [&#xA;    &#x27;Key.alt&#x27;,&#x27;Key.alt_gr&#x27;,&#x27;Key.alt_r&#x27;,&#x27;Key.backspace&#x27;,&#xA;    &#x27;Key.space&#x27;,&#x27;Key.ctrl&#x27;,&#x27;Key.ctrl_r&#x27;,&#x27;Key.down&#x27;,&#xA;    &#x27;Key.up&#x27;,&#x27;Key.left&#x27;,&#x27;Key.right&#x27;,&#x27;Key.page_down&#x27;,&#xA;    &#x27;Key.page_up&#x27;,&#x27;Key.enter&#x27;,&#x27;Key.shift&#x27;,&#x27;Key.shift_r&#x27;&#xA;    ]&#xA;&#xA;    key = str(key).strip(&#x27;\&#x27;&#x27;)&#xA;    if(key in subkeys):&#xA;        #print(key)&#xA;        logging.info(key)&#xA;    else:&#xA;        pass&#xA;&#xA;&#xA;def record_chair(output_file):&#xA;    """Read the data stream coming from the serial monitor&#xA;       in order to get the sensor readings&#xA;&#xA;    Args:&#xA;        output_file (str): The file name, where the data stream will be stored&#xA;    """&#xA;    serial_port = "/dev/ttyACM0"&#xA;    baud_rate = 9600&#xA;    ser = serial.Serial(serial_port,baud_rate)&#xA;    logging.basicConfig(filename=output_file,level=logging.DEBUG,format="%(asctime)s    %(message)s")&#xA;    flag = False&#xA;    start = time.time()&#xA;    while time.time() - start &lt; 60.0:&#xA;        try:&#xA;            serial_data = str(ser.readline().decode().strip(&#x27;\r\n&#x27;))&#xA;            time.sleep(0.2)&#xA;            tmp = serial_data.split(&#x27;  &#x27;)[0] #Getting Sensor Id&#xA;            if(tmp == &#x27;A0&#x27;):&#xA;                flag = True&#xA;            if (flag and tmp != &#x27;A4&#x27;):&#xA;                #print(serial_data)&#xA;                logging.info(serial_data)&#xA;            if(flag and tmp == &#x27;A4&#x27;):&#xA;                flag = False&#xA;                #print(serial_data)&#xA;                logging.info(serial_data)&#xA;        except (UnicodeDecodeError, KeyboardInterrupt) as err:&#xA;            print(err)&#xA;            print(err.args)&#xA;            sys.exit(0)&#xA;&#xA;&#xA;def initialize_dirs():&#xA;    """Create the appropriate directories in order to save&#xA;       and process the collected data&#xA;    """&#xA;    current_path = os.path.abspath(os.getcwd())&#xA;    os.chdir(&#x27;..&#x27;)&#xA;    current_path = (os.path.abspath(os.curdir)) #/Multodal_User_Monitoring&#xA;    current_path = os.path.join(current_path,&#x27;Data&#x27;)&#xA;    create_subdirs([current_path])&#xA;&#xA;    #Create mouse log folder&#xA;    mouse = os.path.join(current_path,&#x27;Mouse&#x27;)&#xA;    create_subdirs([mouse])&#xA;    #Create mouse subfolders&#xA;    names = concat_names(mouse)&#xA;    create_subdirs(names)&#xA;&#xA;    #Create keyboard log  folder&#xA;    keyboard = os.path.join(current_path,&#x27;Keyboard&#x27;)&#xA;    create_subdirs([keyboard])&#xA;    #Create keyboard subfolders&#xA;    names = concat_names(keyboard)&#xA;    create_subdirs(names)&#xA;&#xA;    #Create the chair log folder&#xA;    chair = os.path.join(current_path,&#x27;Chair&#x27;)&#xA;    create_subdirs([chair])&#xA;    #Create chair subfolders&#xA;    names = concat_names(chair)&#xA;    create_subdirs(names)&#xA;&#xA;    #Create webcam log folder&#xA;    webcam = os.path.join(current_path,&#x27;Webcam&#x27;)&#xA;    create_subdirs([webcam])&#xA;&#xA;def concat_names(dir) -> str:&#xA;    """Concatenate the given folder names&#xA;       with the appropriate path&#xA;&#xA;    Args:&#xA;        dir (str): The directory to create the subfolders&#xA;&#xA;    Returns:&#xA;        list: The new absolute paths&#xA;    """&#xA;    raw_data = os.path.join(dir,&#x27;Raw&#x27;)&#xA;    edited_data = os.path.join(dir,&#x27;Edited_logs&#x27;)&#xA;    csv_data = os.path.join(dir,&#x27;CSV&#x27;)&#xA;    features = os.path.join(dir,&#x27;Features&#x27;)&#xA;    dirs = [raw_data,edited_data,csv_data,features]&#xA;    return dirs&#xA;&#xA;&#xA;def create_subdirs(paths):&#xA;    """Create sub directories given some absolute paths&#xA;&#xA;    Args:&#xA;        paths (list): A list containing the paths to be created&#xA;    """&#xA;    for index,path in enumerate(paths):&#xA;        if(os.path.isdir(paths[index])):&#xA;            pass&#xA;        else:&#xA;            os.mkdir(paths[index])&#xA;&#xA;&#xA;def round_down(num,divisor) -> int:&#xA;    """Round the number of lines contained into the recording file,&#xA;       down to the nearest multiple of the given divisor&#xA;&#xA;    Args:&#xA;        num (int): The number of lines contained into the given log file&#xA;        divisor (int): The divisor in order to get tuples of divisor&#xA;&#xA;    Returns:&#xA;        int: The nearest multiple of five&#xA;    """&#xA;    return num-(num%divisor)&#xA;&#xA;&#xA;def get_date() -> str:&#xA;    """Get the current date in order to properly name&#xA;       the recored log files&#xA;    Returns:&#xA;        str: The current date in: YY_MM_DD format&#xA;    """&#xA;    return datetime.now().strftime(&#x27;%Y_%m_%d&#x27;)&#xA;&#xA;&#xA;def get_name(modality) -> str:&#xA;    """Save the recorded log into /Data//Raw&#xA;&#xA;    Args:&#xA;        modality (str): The log data source&#xA;&#xA;    Returns:&#xA;        str: The absolute path where each recording is saved&#xA;    """&#xA;    current_path = os.path.abspath(os.getcwd())&#xA;    current_path = os.path.join(current_path,&#x27;Data&#x27;)&#xA;&#xA;    if modality == &#x27;Chair&#x27;:&#xA;        chair_path = os.path.join(current_path,modality,&#x27;Raw&#x27;)&#xA;        return chair_path&#xA;&#xA;    elif modality == &#x27;Mouse&#x27;:&#xA;        mouse_path = os.path.join(current_path,modality,&#x27;Raw&#x27;)&#xA;        return mouse_path&#xA;&#xA;    elif modality == &#x27;Keyboard&#x27;:&#xA;        keyboard_path = os.path.join(current_path,modality,&#x27;Raw&#x27;)&#xA;        return keyboard_path&#xA;&#xA;&#xA;def crawl_dir(target,folder) -> str:&#xA;    """Enumerate all the given files in a directory&#xA;       based on the given file extension&#xA;&#xA;    Args:&#xA;        target (str): The file to search for&#xA;        folder (str): The folder to search&#xA;&#xA;    Returns:&#xA;        [type]: A list containing the file names&#xA;    """&#xA;    current_path = os.path.abspath(os.getcwd())&#xA;    path = os.path.join(current_path,folder)&#xA;    file_names =[]&#xA;    for f in os.listdir(path):&#xA;        if(f.endswith(target)):&#xA;            fname=os.path.join(path,f)&#xA;            file_names.append(fname)&#xA;    return file_names&#xA;&#xA;&#xA;def convert_keys2_csv(input_file,output_file):&#xA;    """Convert the data stream file(keylogger recording) from .txt to .csv format&#xA;&#xA;    Args:&#xA;        input_file (str): The data stream file in .txt format&#xA;        output_file (str): The csv extension file name&#xA;    """&#xA;    df = pd.read_fwf(input_file)&#xA;    col_names = [&#x27;Date&#x27;,&#x27;Time&#x27;,&#x27;Key&#x27;]&#xA;    df.to_csv(output_file,header=col_names,encoding=&#x27;utf-8&#x27;,index=False)&#xA;&#xA;&#xA;def convert_mouse2_csv(input_file,output_file):&#xA;    """Convert the data stream file(mouselogger recording) from .txt to .csv format&#xA;&#xA;    Args:&#xA;        input_file (str): The data stream file in .txt format&#xA;        output_file (str): The csv extension file name&#xA;    """&#xA;    df = pd.read_fwf(input_file)&#xA;    col_names = [&#x27;Date&#x27;,&#x27;Time&#x27;,&#x27;Action&#x27;,&#x27;PosX&#x27;,&#x27;PosY&#x27;,&#x27;Button&#x27;]&#xA;    df.to_csv(output_file,header=col_names,encoding=&#x27;utf-8&#x27;,index=False)&#xA;&#xA;&#xA;def convert_chair_2_csv(input_file,output_file):&#xA;    """Convert the data stream file(chair recording)&#xA;       from .txt to .csv format&#xA;&#xA;    Args:&#xA;        input_file (str): The data stream file in .txt format&#xA;        output_file (str): The csv extension file name&#xA;    """&#xA;    if(os.path.isfile(input_file)):&#xA;        pass&#xA;    else:&#xA;        print(&#x27;Invalid working directory...&#x27;)&#xA;        print(&#x27;Aborting...&#x27;)&#xA;        sys.exit(0)&#xA;&#xA;    tmp0,tmp1,tmp2,tmp3,tmp4 = 0,1,2,3,4&#xA;&#xA;    line_number = 0&#xA;    for line in open(input_file).readlines():&#xA;        line_number &#x2B;= 1&#xA;&#xA;    rounded_line = round_down(line_number,5)&#xA;    d = collections.defaultdict(list)&#xA;&#xA;    with open(input_file,&#x27;r&#x27;) as f1:&#xA;        lines = f1.readlines()&#xA;        for i in range(rounded_line // 5):&#xA;            #Sensor:Analog input 0 values&#xA;            Sid0 = lines[i&#x2B;tmp0]&#xA;            temp = Sid0.split()&#xA;            d[&#x27;Sid0&#x27;].append([temp[0],temp[1],temp[2],temp[3]])&#xA;            #Sensor:Analog input 1 values&#xA;            Sid1 = lines[i&#x2B;tmp1]&#xA;            temp = Sid1.split()&#xA;            d[&#x27;Sid1&#x27;].append([temp[0],temp[1],temp[2],temp[3]])&#xA;            #Sensor:Analog input 2 values&#xA;            Sid2 = lines[i&#x2B;tmp2]&#xA;            temp = Sid2.split()&#xA;            d[&#x27;Sid2&#x27;].append([temp[0],temp[1],temp[2],temp[3]])&#xA;            #Sensor:Analog input 3 values&#xA;            Sid3 = lines[i&#x2B;tmp3]&#xA;            temp = Sid3.split()&#xA;            d[&#x27;Sid3&#x27;].append([temp[0],temp[1],temp[2],temp[3]])&#xA;            #Sensor:Analog input 4 values&#xA;            Sid4 = lines[i&#x2B;tmp4]&#xA;            temp = Sid4.split()&#xA;            d[&#x27;Sid4&#x27;].append([temp[0],temp[1],temp[2],temp[3]])&#xA;&#xA;            tmp0 &#x2B;= 4&#xA;            tmp1 &#x2B;= 4&#xA;            tmp2 &#x2B;= 4&#xA;            tmp3 &#x2B;= 4&#xA;            tmp4 &#x2B;= 4&#xA;&#xA;    l = []&#xA;    for i in range(rounded_line // 5):&#xA;        date = d[&#x27;Sid0&#x27;][i][0]&#xA;        time = d[&#x27;Sid0&#x27;][i][1]&#xA;        A0_val = d[&#x27;Sid0&#x27;][i][3]&#xA;        A1_val = d[&#x27;Sid1&#x27;][i][3]&#xA;        A2_val = d[&#x27;Sid2&#x27;][i][3]&#xA;        A3_val = d[&#x27;Sid3&#x27;][i][3]&#xA;        A4_val = d[&#x27;Sid4&#x27;][i][3]&#xA;        l.append([date,time,A0_val,A1_val,A2_val,A3_val,A4_val])&#xA;&#xA;    sensor_readings_df = pd.DataFrame.from_records(l)&#xA;    sensor_readings_df.columns = [&#x27;Date&#x27;,&#x27;Time&#x27;,&#x27;A0&#x27;,&#x27;A1&#x27;,&#x27;A2&#x27;,&#x27;A3&#x27;,&#x27;A4&#x27;]&#xA;    sensor_readings_df.to_csv(output_file, encoding=&#x27;utf-8&#x27;, index=False)&#xA;    del l&#xA;&#xA;&#xA;def parse_raw_data(modality):&#xA;    """Convert each modality&#x27;s raw data into csv format and move&#xA;       the edited raw data into the appropriate Edited_logs folder&#xA;&#xA;    Args:&#xA;        modality (str): The data source&#xA;    """&#xA;    #Change directories&#xA;    current_path = os.path.abspath(os.getcwd()) #/Functions&#xA;    os.chdir(&#x27;..&#x27;)&#xA;    current_path = (os.path.abspath(os.curdir)) #/Multimodal_User_Monitoring&#xA;    os.chdir(&#x27;./Data&#x27;)#/Multimodal_User_Monitoring/Data&#xA;    current_path = (os.path.abspath(os.curdir)) #/Multimodal_User_Monitoring/Data&#xA;    current_path = os.path.join(current_path,modality) #example: /Multimodal_User_Monitoring/Data/<modality>&#xA;    raw_data_path = os.path.join(current_path,&#x27;Raw&#x27;)&#xA;    csv_data_path = os.path.join(current_path,&#x27;CSV&#x27;)&#xA;    edited_logs_path = os.path.join(current_path,&#x27;Edited_logs&#x27;)&#xA;&#xA;    txt_names = crawl_dir(&#x27;.txt&#x27;,raw_data_path)&#xA;    csv_names = []&#xA;    for elem in txt_names:&#xA;        name = elem.split(&#x27;/&#x27;)[-1].split(&#x27;.&#x27;)[0]&#xA;        csv_name = name&#x2B;&#x27;.csv&#x27;&#xA;        tmp = os.path.join(csv_data_path,csv_name)&#xA;        csv_names.append(tmp)&#xA;&#xA;    if modality == &#x27;Mouse&#x27;:&#xA;        if len(txt_names) == len(csv_names):&#xA;            for i, elem in enumerate(txt_names):&#xA;            #for i in range(len(txt_names)):&#xA;                convert_mouse2_csv(txt_names[i],csv_names[i])&#xA;                shutil.move(txt_names[i],edited_logs_path)&#xA;&#xA;    elif modality == &#x27;Keyboard&#x27;:&#xA;        if len(txt_names) == len(csv_names):&#xA;            for i, elem in enumerate(txt_names):&#xA;            #for i in range(len(txt_names)):&#xA;                convert_keys2_csv(txt_names[i],csv_names[i])&#xA;                shutil.move(txt_names[i],edited_logs_path)&#xA;&#xA;    elif modality == &#x27;Chair&#x27;:&#xA;        if len(txt_names) == len(csv_names):&#xA;            for i, elem in enumerate(txt_names):&#xA;            #for i in range(len(txt_names)):&#xA;                convert_chair_2_csv(txt_names[i],csv_names[i])&#xA;                shutil.move(txt_names[i],edited_logs_path)&#xA;&#xA;</modality>

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    I need to mention that the logs of the python3 scripts are empty

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