Issues with subprocess.run and os.system

[daniel-kukiela]

Hi,

I am trying to run some code using pychroot.
Even if i add mountpoints, trying to run anything using subprocess.run() end with an error:
FileNotFoundError: [Errno 2] No such file or directory: '/usr/bin/python3.6': '/usr/bin/python3.6'
(here's an example with python).
os.system() from the other hand always returns 32512.
Am i missing something? Or am i not allowed to use them inside pychroot?

Regards

[radhermit]

Both work as expected for me so it would be helpful to have some sample code that fails for you for both cases and perhaps describing what you're trying to chroot into, e.g. unpacked distro tarball, custom image, something else?

Also, I'm assuming you're using the latest available releases of pychroot and snakeoil.

[daniel-kukiela]

I just did pip3.6 install pychroot. I can try to downloads masters of both and check again.

So i am trying to run all of this on Ubuntu 16.04 LTS with Python 3.6 installed using ppa:deadsnakes/ppa. I'm using regular account (not a root one).

The thing i want to run in pychroot is python-sc2, but i doubt you want to install StarCraftII and everything what's needed to test it out. I was trying to do that like that:

with Chroot('/home/daniel/test_chroot', mountpoints={
 '/home/daniel/StarCraftII/': {'recursive': True},
 '/bin/ls': {},
}) as chroot:

 print(os.system('ls -la'))
 print(os.system('date'))

 for dirname, dirnames, filenames in os.walk('/home/daniel/StarCraftII/Versions/Base60321/'):
 print(dirname, dirnames, filenames)

 [print(k, source, dest, options) for k, source, dest, options in chroot.mounts]

 subprocess.run(['ls', '-la'])

 run_game(maps.get("Abyssal Reef LE"), [
 Bot(Race.Protoss, WorkerRushBot()),
 # Computer(Race.Zerg, Difficulty.Easy)
 Bot(Race.Protoss, WorkerRushBot())
 ], realtime=False)

I was trying to run last code block, everything above are my tests.
That's the output:

32512
32512
/home/daniel/StarCraftII/Versions/Base60321/ [] ['SC2_x64']
/dev /dev /home/daniel/test_chroot/dev {'recursive': True, 'create': True}
proc:/proc proc /home/daniel/test_chroot/proc {'create': True}
sysfs:/sys sysfs /home/daniel/test_chroot/sys {'create': True}
tmpfs:/dev/shm tmpfs /home/daniel/test_chroot/dev/shm {'create': True}
/etc/resolv.conf /etc/resolv.conf /home/daniel/test_chroot/etc/resolv.conf {'create': True}
/home/daniel/StarCraftII/ /home/daniel/StarCraftII/ /home/daniel/test_chroot/home/daniel/StarCraftII/ {'recursive': True, 'create': True}
/bin/ls /bin/ls /home/daniel/test_chroot/bin/ls {'create': True}
Traceback (most recent call last):
 File "test.py", line 34, in <module>
 File "/usr/lib/python3.6/subprocess.py", line 403, in run
 File "/usr/lib/python3.6/subprocess.py", line 709, in __init__
 File "/usr/lib/python3.6/subprocess.py", line 1344, in _execute_child
FileNotFoundError: [Errno 2] No such file or directory: 'ls': 'ls'

First two numbers are results of os.system(), than SC2_x64 is a binary and os.walks() seems to return it. Next you can see all my mounts. Last thing it's an error on subprocess.run(). When running just last part of code, which should start a game and a bot, it error's in a same way as with ls -l (it is using subprocess.run() somewhere in a code).

I tried to add time.sleep() to see from host os what's mounted in chroot, so i was able to see only a main game folder without any content (i'm not sure if that's how that should looks like, from the other hand os.walk() returned context).

Thank you for your reply. I'm a total noob with chroot, so i was hoping pychroot might help me get that working.

[daniel-kukiela]

I did clone both repos and installed them by hand:
sudo python3.6 setup.py install in snakeoil worked, but i ran tests as well:
https://pastebin.com/AEucqJjh
All tests in pychroot passed.

Then i did try to run my tests again - same result.

[Dineshjnld]

@daniel-kukiela what am I doing wrong?

FileNotFoundError: [Errno 2] No such file or directory: '.venv/bin/python3'
Traceback:
File "/home/hsenid/.local/lib/python3.10/site-packages/streamlit/runtime/scriptrunner/script_runner.py", line 541, in _run_script
 exec(code, module.__dict__)
File "/mnt/c/Users/dines/Documents/decenter/decenter-ai.streamlit.app/app.py", line 234, in <module>
 with Chroot(
File "/home/hsenid/.local/lib/python3.10/site-packages/snakeoil/contexts.py", line 163, in __exit__
 raise exc

(.venv) hsenid@LAPPY:/mnt/c/Users/dines/Documents/decenter/decenter-ai.streamlit.app$ make run
# @python -m streamlit run app.py

 You can now view your Streamlit app in your browser.

 URL: http://localhost:8501

streamlit rerun
temp file path /tmp/decenter-ai-hqunimr1decenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-hqunimr1decenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
INFO | created venv dir | '14-10-2023 08:56:18' | create_venv:app_v3.py:81
temp file path /tmp/decenter-ai-9zozga3tdecenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-9zozga3tdecenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp file path /tmp/decenter-ai-xdlwspxkdecenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-xdlwspxkdecenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
INFO | created venv dir | '14-10-2023 08:56:24' | create_venv:app_v3.py:81
red-wine-quality-linear-regression.ipynb
chroot: /
ls: ['.venv', 'etc', 'python3', 'winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'usr', 'sys', 'dev', 'run', 'proc', 'input_archive.zip']
ls: getting the same directory ['.venv', 'etc', 'python3', 'winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'usr', 'sys', 'dev', 'run', 'proc', 'input_archive.zip']
ls: .venv ['python3', 'pip3.10', 'pip3', 'python3.10', 'activate.csh', 'pip', 'Activate.ps1', 'python', 'activate', 'activate.fish']
training_cmd: ['.venv/bin/python3', '-m', 'jupyter', 'nbconvert', '--execute', '--to', 'html', '--output', 'red-wine-quality-linear-regression.ipynb', 'red-wine-quality-linear-regression.ipynb']
sys.exectable inside chroot ['less', 'systemd-machine-id-setup', 'gpgsplit', 'byobu-select-session', 'pgrep', 'truncate', 'dpkg-parsechangelog', 'x86_64-linux-gnu-gcc-11', 'localedef', 'byobu-export', 'hardlink', 'printf', 'ptardiff', 'setmetamode', 'kbd_mode', 'g++', 'netstat', 'docker', 'apt-cache', 'ua', 'gencat', 'sed', 'sdiff', 'ptx', 'nsupdate', 'byobu-launch', 'nm', 'systemd', 'byobu', 'ntfstruncate', 'systemd-tmpfiles', 'usb-devices', 'zmore', 'ntfs-3g', 'tzselect', 'gettext', 'systemd-socket-activate', 'prtstat', 'splain', 'script', 'gcov-dump', 'dnsdomainname', 'ar', 'rtstat', 'more', 'journalctl', 'gunzip', 'cpan', 'scp', 'tac', 'python3-config', 'lzmore', 'lnstat', 'wslpath', 'col', 'gpg-wks-server', 'sync', 'cc', 'x86_64-linux-gnu-c++filt', 'uclampset', 'systemd-hwdb', 'vi', 'dbus-cleanup-sockets', 'x86_64-linux-gnu-elfedit', 'psfaddtable', 'delv', 'locale', 'helpztags', 'mksquashfs', 'git-upload-archive', 'byobu-quiet', 'grops', 'update-alternatives', 'prlimit', 'crontab', 'nisdomainname', 'write.ul', 'timedatectl', 'dpkg-maintscript-helper', 'ntfsfallocate', 'showkey', 'cpan5.34-x86_64-linux-gnu', 'dpkg', 'tset', 'x86_64-linux-gnu-python3.10-config', 'perldoc', 'nano', 'dpkg-genchanges', 'x86_64-linux-gnu-gcov', 'ipcmk', 'basenc', 'piconv', 'apport-cli', 'dpkg-query', 'rbash', 'run-parts', 'free', 'expiry', 'pro', 'x86_64-linux-gnu-gcov-dump-11', 'taskset', 'dpkg-trigger', 'usbreset', 'lzgrep', 'factor', 'pinky', 'arch', 'dirmngr-client', 'red', 'gmake', 'ntfssecaudit', 'lscpu', 'ssh-keyscan', 'awk', 'run-one-until-success', 'gpgtar', 'tty', 'man', 'NF', 'kbxutil', 'ssh-add', 'byobu-config', 'xzcmp', 'diff3', 'psfstriptable', 'setleds', 'readelf', 'apt-sortpkgs', 'host', 'tsort', 'nice', 'faked-sysv', 'loadkeys', 'dpkg-gencontrol', 'newgrp', 'pbputs', 'cmp', 'pod2man', 'codepage', 'pidwait', 'getkeycodes', 'manifest', 'c++', 'hd', 'slabtop', 'showconsolefont', 'dpkg-architecture', 'tnftp', 'utmpdump', 'tar', 'basename', 'sha512sum', 'eject', 'x86_64-linux-gnu-size', 'ranlib', 'networkd-dispatcher', 'wall', 'rsync-ssl', 'zless', 'col5', 'dbus-run-session', 'sort', 'ntfsls', 'nsenter', 'x86_64-linux-gnu-nm', 'deb-systemd-invoke', 'which', 'gcc-ranlib-11', 'getent', 'dpkg-buildpackage', 'x86_64-linux-gnu-addr2line', 'git', 'chrt', 'apt-mark', 'mount', 'faillog', 'strace-log-merge', 'bash', 'systemctl', 'dpkg-realpath', 'vmstat', 'byobu-tmux', 'date', 'podchecker', 'pstree.x11', 'rlogin', 'catman', 'apport-unpack', 'busybox', 'tload', 'chmod', 'setsid', 'col8', 'nc.openbsd', 'dh_bash-completion', 'lzegrep', 'x86_64-linux-gnu-strip', 'systemd-sysusers', 'debconf-set-selections', 'colcrt', 'x86_64-linux-gnu-gcov-11', 'su', 'soelim', 'lsipc', 'x86_64-linux-gnu-lto-dump-11', 'resizecons', 'bzcmp', 'lzfgrep', 'unicode_stop', 'byobu-shell', 'lsusb', 'c_rehash', 'linux32', 'login', 'gio-querymodules', 'lsns', 'systemd-inhibit', 'lastb', 'rsync', 'cpp', 'df', 'gpg', 'gpgv', 'ftp', 'pathchk', 'groups', 'ssh-argv0', 'lsmem', 'bzfgrep', 'pod2usage', 'perl5.34-x86_64-linux-gnu', 'users', 'as', 'ipcs', 'vim', 'wifi-status', 'iconv', 'wget', 'preconv', 'dpkg-checkbuilddeps', 'chfn', 'dwp', 'rvim', 'pydoc3.10', 'domainname', 'dbus-launch', 'oem-getlogs', 'lto-dump-11', 'grog', 'xzcat', 'strace', 'ldd', 'python3.10-config', 'ntfsrecover', 'whoami', 'com.docker.cli', 'strip', 'envsubst', 'byobu-launcher-uninstall', 'dircolors', 'c++filt', 'nl', 'apt-cdrom', 'apport-bug', 'ctstat', 'nroff', 'lzma', 'which.debianutils', 'apt', 'stty', 'pkaction', 'ul', 'plymouth', 'ed', 'loginctl', 'pkexec', 'c99-gcc', 'diff', 'pkttyagent', 'gzip', 'h2xs', 'ubuntu-core-launcher', 'xzmore', 'zcat', 'dpkg-distaddfile', 'cvtsudoers', 'tabs', 'busctl', 'fincore', 'fgrep', 'sudo', 'vim.tiny', 'dmesg', 'rm', 'lowntfs-3g', 'byobu-disable', 'mv', 'byobu-janitor', 'col9', 'cat', 'deallocvt', 'rrsync', 'chattr', 'pod2html', 'lslogins', 'checkinstall', 'numfmt', 'gcov-tool-11', 'rdma', 'flock', 'realpath', 'sensible-editor', 'find', 'tracepath', 'lesskey', 'libnetcfg', 'telnet', 'ucf', 'gcov-dump-11', 'systemd-tty-ask-password-agent', 'python3', 'grotty', 'ubuntu-distro-info', 'systemd-detect-virt', 'lcf', 'x86_64-linux-gnu-gcc', 'printenv', 'du', 'grep', 'udevadm', 'tee', 'systemd-run', 'x86_64-linux-gnu-objdump', 'aa-enabled', 'systemd-cryptenroll', 'dpkg-deb', 'systemd-cat', 'lexgrog', 'perlivp', 'gawk', 'setkeycodes', 'pip3.10', 'mkdir', 'clear_console', 'screen', 'x86_64-linux-gnu-ar', 'sg', 'static-sh', 'dumpkeys', 'xzegrep', 'dpkg-statoverride', 'split', 'dpkg-gensymbols', 'gcc', 'ngettext', 'whereis', 'strings', 'mandb', 'resizepart', 'pkcheck', 'mkfifo', 'pic', 'chage', 'col2', 'nslookup', 'bzegrep', 'xzgrep', 'do-release-upgrade', 'routef', 'ld.gold', 'kill', 'x86_64-linux-gnu-gold', 'lsb_release', 'rsh', 'corelist', 'iptables-xml', 'size', 'xdg-user-dirs-update', 'pslog', 'splitfont', 'byobu-ugraph', 'ypdomainname', 'pip3', 'tr', 'addr2line', 'sudoreplay', 'memusagestat', 'umount', 'byobu-ctrl-a', 'partx', 'python3.10', 'sftp', 'openssl', 'docker-compose', 'rev', 'toe', 'docker-credential-desktop.exe', 'apt-ftparchive', 'wdctl', 'xsubpp', 'purge-old-kernels', 'passwd', 'uniq', 'mawk', 'x86_64-linux-gnu-objcopy', 'bunzip2', 'ps', 'stdbuf', 'x86_64-linux-gnu-as', 'byobu-silent', 'clear', 'byobu-select-profile', 'systemd-notify', 'chgrp', 'bzgrep', 'tcpdump', 'x86_64-linux-gnu-gprof', 'dpkg-scanpackages', 'mtr', 'x86_64-linux-gnu-ld.gold', 'aa-features-abi', 'fusermount', 'ubuntu-security-status', 'ntfscat', 'setarch', 'telnet.netkit', 'sensible-browser', 'dirmngr', 'write', 'lspci', 'col4', 'reset', 'make-first-existing-target', 'apport-collect', 'make', 'lastlog', 'bzdiff', 'gsettings', 'ex', 'ipcrm', 'systemd-mount', 'cp', 'psfxtable', 'fallocate', 'dash', 'ntfs-3g.probe', 'ctail', 'x86_64-linux-gnu-gcc-nm', 'hub-tool', 'colrm', 'nawk', 'ip', 'ping4', 'git-shell', 'mtr-packet', 'g++-11', 'ping6', 'htop', 'ubuntu-bug', 'pydoc3', 'ginstall-info', 'tempfile', 'pwdx', 'linux64', 'pip', 'glib-compile-schemas', 'xargs', 'encguess', 'dpkg-split', 'fakeroot-tcp', 'objdump', 'ld', 'chcon', 'choom', 'skill', 'lshw', 'dbus-daemon', 'ucfr', 'gcc-nm-11', 'rcp', 'who', 'gapplication', 'stat', 'patch', 'systemd-escape', 'dpkg-genbuildinfo', 'sleep', 'groff', 'instmodsh', 'x86_64-linux-gnu-ld', 'bzip2recover', 'systemd-stdio-bridge', 'gresource', 'x86_64-linux-gnu-gcov-tool-11', 'dig', 'uuidgen', 'unlzma', 'streamzip', 'apt-config', 'logger', 'unsquashfs', 'infobrowser', 'lzdiff', 'faked-tcp', 'xxd', 'xz', 'x86_64-linux-gnu-g++-11', 'mesg', 'rmdir', 'zgrep', 'whiptail', 'mtrace', 'byobu-status', 'pdb3', 'pinentry-curses', 'dpkg-buildflags', 'wc', 'nc', 'select-editor', 'py3versions', 'pastebinit', 'fakeroot', 'top', 'ucfq', 'ss', 'psfgettable', 'egrep', 'byobu-reconnect-sockets', 'systemd-id128', 'fold', 'lzcat', 'debconf-show', 'eqn', 'zfgrep', 'perlthanks', 'link', 'csplit', 'ntfsdecrypt', 'hwe-support-status', 'sum', 'expand', 'dpkg-scansources', 'apt-extracttemplates', 'x86_64-linux-gnu-gcov-tool', 'gcc-ranlib', 'apropos', 'gcov-11', 'unattended-upgrades', 'c89-gcc', 'neqn', 'sqfstar', 'join', 'sudoedit', 'setupcon', 'keyring', 'unattended-upgrade', 'install', 'add-apt-repository', 'systemd-umount', 'locale-check', 'bootctl', 'byobu-prompt', 'fusermount3', 'ld.bfd', 'lzmainfo', 'xzless', 'gcc-nm', 'pico', 'runcon', 'dirname', 'debconf', 'fuser', 'systemd-ask-password', 'pkcon', 'fgconsole', 'scriptlive', 'comm', 'false', 'systemd-analyze', 'pod2text', 'infocmp', 'ntfswipe', 'setfont', 'pbget', 'hostname', 'unlink', 'dpkg-vendor', 'dbus-send', 'systemd-delta', 'col3', 'whatis', 'kernel-install', 'systemd-path', 'git-receive-pack', 'time', 'debconf-communicate', 'sh', 'bzmore', 'gold', 'unexpand', 'ntfsinfo', 'debconf-copydb', 'nohup', 'gpg-zip', 'zegrep', 'vigpg', 'head', 'getopt', 'usbhid-dump', 'openvt', 'x86_64-linux-gnu-ranlib', 'snapctl', 'dbus-update-activation-environment', 'nstat', 'geqn', 'byobu-select-backend', 'file', 'install-info', 'gpgcompose', 'gpgsm', 'gtbl', 'hexdump', 'prove', 'routel', 'zdump', 'mountpoint', 'mapscrn', 'lslocks', 'shred', 'sotruss', 'true', 'run-one', 'dpkg-shlibdeps', 'systemd-cgtop', 'x86_64-linux-gnu-cpp', 'pldd', 'unicode_start', 'xdg-user-dir', 'uuidparse', 'ntfsusermap', 'localectl', 'memusage', 'test', 'enc2xs', 'sensible-pager', 'ntfscmp', 'cpp-11', 'rgrep', 'kbdinfo', 'znew', 'md5sum.textutils', 'logname', 'tbl', 'gzexe', 'shasum', 'touch', 'x86_64-linux-gnu-ld.bfd', 'cpio', 'byobu-status-detail', 'ntfscluster', 'gpic', 'sprof', 'run-one-until-failure', 'xauth', 'hostnamectl', 'env', 'pdb3.10', 'perl', 'md5sum', 'uname', 'unxz', 'gettext.sh', 'screendump', 'col6', 'x86_64-linux-gnu-gcov-dump', 'zdiff', 'ntfsmove', 'x86_64-linux-gnu-g++', 'gdbus', 'namei', 'ischroot', 'ls', 'x86_64-linux-gnu-strings', 'debconf-escape', 'mdig', 'ssh-agent', 'manpath', 'setpci', 'sha384sum', 'man-recode', 'kmod', 'base64', 'sha1sum', 'x86_64-linux-gnu-gcc-nm-11', 'h2ph', 'info', 'bzip2', 'dbus-uuidgen', 'migrate-pubring-from-classic-gpg', 'peekfd', 'git-upload-pack', 'zcmp', 'w', 'infotocap', 'i386', 'lessfile', 'debconf-apt-progress', 'netcat', 'mk_modmap', 'mktemp', 'pwd', 'column', 'scriptreplay', 'byobu-enable', 'lessecho', 'docker-index', 'vimdiff', 'look', 'ntfsfix', 'uncompress', 'x86_64-linux-gnu-python3-config', 'setterm', 'pstree', 'col7', 'dbus-monitor', 'addpart', 'id', 'on_ac_power', 'gpasswd', 'apt-key', 'byobu-ulevel', 'byobu-disable-prompt', 'lzless', 'gcov-tool', 'killall', 'x86_64-linux-gnu-gcc-ar', 'vimtutor', 'pager', 'vdir', 'keep-one-running', 'py3compile', 'mcookie', 'savelog', 'elfedit', 'lzcmp', 'update-mime-database', 'mt-gnu', 'dpkg-name', 'x86_64-linux-gnu-gcc-ranlib', 'chown', 'objcopy', 'hostid', 'byobu-launcher', 'shuf', 'view', 'mknod', 'gpgparsemail', 'c89', 'installwatch', 'b2sum', 'tail', 'ubuntu-advantage', 'col1', 'zforce', 'last', 'x86_64', 'gcc-ar-11', 'dir', 'ionice', 'resolvectl', 'systemd-cgls', 'byobu-keybindings', 'lsof', 'tput', 'bzcat', 'watchgnupg', 'unshare', 'timeout', 'pkmon', 'snap', 'apt-get', 'getconf', 'run-this-one', 'chsh', 'findmnt', 'ptar', 'pr', 'lsmod', 'xzfgrep', 'captoinfo', 'debian-distro-info', 'ping', 'pinentry', 'rview', 'zipdetails', 'gpg-connect-agent', 'fmt', 'sha224sum', 'echo', 'gcov', 'sha256sum', 'readlink', 'dd', 'lsattr', 'paste', 'od', 'x86_64-linux-gnu-gcc-ar-11', 'ssh-copy-id', 'bzless', 'pygettext3', 'setpriv', 'sqfscat', 'chvt', 'bzexe', '[', 'xzdiff', 'byobu-enable-prompt', 'lspgpot', 'dpkg-divert', 'x86_64-linux-gnu-dwp', 'renice', 'loadunimap', 'mt', 'ptargrep', 'pkill', 'editor', 'base32', 'setlogcons', 'byobu-screen', 'deb-systemd-helper', 'ckbcomp', 'pmap', 'gcc-ar', 'snice', 'gpg-agent', 'troff', 'byobu-launcher-install', 'distro-info', 'rnano', 'x86_64-linux-gnu-cpp-11', 'byobu-layout', 'x86_64-linux-gnu-readelf', 'x86_64-linux-gnu-gcc-ranlib-11', 'gio', 'gpgconf', 'lesspipe', 'expr', 'perl5.34.0', 'c99', 'pbput', 'rpcgen', 'pygettext3.10', 'dpkg-source', 'delpart', 'nproc', 'pidof', 'watch', 'vim.basic', 'cksum', 'yes', 'py3clean', 'ssh-keygen', 'lsblk', 'systemd-sysext', 'slogin', 'tmux', 'snapfuse', 'aa-exec', 'uptime', 'json_pp', 'seq', 'ln', 'networkctl', 'apt-add-repository', 'fakeroot-sysv', 'dpkg-mergechangelogs', 'tic', 'cut', 'bashbug', 'gcc-11', 'ssh', 'perlbug', 'curl', 'run-one-constantly', 'gprof', 'pl2pm']
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
streamlit rerun
temp file path /tmp/decenter-ai-h4vajgcudecenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-h4vajgcudecenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
INFO | created venv dir | '14-10-2023 09:06:22' | create_venv:app_v3.py:81
temp file path /tmp/decenter-ai-u7nk321zdecenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-u7nk321zdecenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp file path /tmp/decenter-ai-9hz42x9idecenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-9hz42x9idecenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
INFO | created venv dir | '14-10-2023 09:06:28' | create_venv:app_v3.py:81
red-wine-quality-linear-regression.ipynb
chroot: /
ls: ['.venv', 'etc', 'python3', 'winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'usr', 'sys', 'dev', 'run', 'proc', 'input_archive.zip']
ls: getting the same directory ['.venv', 'etc', 'python3', 'winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'usr', 'sys', 'dev', 'run', 'proc', 'input_archive.zip']
ls: .venv ['python3', 'pip3.10', 'pip3', 'python3.10', 'activate.csh', 'pip', 'Activate.ps1', 'python', 'activate', 'activate.fish']
training_cmd: ['.venv/bin/python3', '-m', 'jupyter', 'nbconvert', '--execute', '--to', 'html', '--output', 'red-wine-quality-linear-regression.ipynb', 'red-wine-quality-linear-regression.ipynb']
sys.exectable inside chroot ['less', 'systemd-machine-id-setup', 'gpgsplit', 'byobu-select-session', 'pgrep', 'truncate', 'dpkg-parsechangelog', 'x86_64-linux-gnu-gcc-11', 'localedef', 'byobu-export', 'hardlink', 'printf', 'ptardiff', 'setmetamode', 'kbd_mode', 'g++', 'netstat', 'docker', 'apt-cache', 'ua', 'gencat', 'sed', 'sdiff', 'ptx', 'nsupdate', 'byobu-launch', 'nm', 'systemd', 'byobu', 'ntfstruncate', 'systemd-tmpfiles', 'usb-devices', 'zmore', 'ntfs-3g', 'tzselect', 'gettext', 'systemd-socket-activate', 'prtstat', 'splain', 'script', 'gcov-dump', 'dnsdomainname', 'ar', 'rtstat', 'more', 'journalctl', 'gunzip', 'cpan', 'scp', 'tac', 'python3-config', 'lzmore', 'lnstat', 'wslpath', 'col', 'gpg-wks-server', 'sync', 'cc', 'x86_64-linux-gnu-c++filt', 'uclampset', 'systemd-hwdb', 'vi', 'dbus-cleanup-sockets', 'x86_64-linux-gnu-elfedit', 'psfaddtable', 'delv', 'locale', 'helpztags', 'mksquashfs', 'git-upload-archive', 'byobu-quiet', 'grops', 'update-alternatives', 'prlimit', 'crontab', 'nisdomainname', 'write.ul', 'timedatectl', 'dpkg-maintscript-helper', 'ntfsfallocate', 'showkey', 'cpan5.34-x86_64-linux-gnu', 'dpkg', 'tset', 'x86_64-linux-gnu-python3.10-config', 'perldoc', 'nano', 'dpkg-genchanges', 'x86_64-linux-gnu-gcov', 'ipcmk', 'basenc', 'piconv', 'apport-cli', 'dpkg-query', 'rbash', 'run-parts', 'free', 'expiry', 'pro', 'x86_64-linux-gnu-gcov-dump-11', 'taskset', 'dpkg-trigger', 'usbreset', 'lzgrep', 'factor', 'pinky', 'arch', 'dirmngr-client', 'red', 'gmake', 'ntfssecaudit', 'lscpu', 'ssh-keyscan', 'awk', 'run-one-until-success', 'gpgtar', 'tty', 'man', 'NF', 'kbxutil', 'ssh-add', 'byobu-config', 'xzcmp', 'diff3', 'psfstriptable', 'setleds', 'readelf', 'apt-sortpkgs', 'host', 'tsort', 'nice', 'faked-sysv', 'loadkeys', 'dpkg-gencontrol', 'newgrp', 'pbputs', 'cmp', 'pod2man', 'codepage', 'pidwait', 'getkeycodes', 'manifest', 'c++', 'hd', 'slabtop', 'showconsolefont', 'dpkg-architecture', 'tnftp', 'utmpdump', 'tar', 'basename', 'sha512sum', 'eject', 'x86_64-linux-gnu-size', 'ranlib', 'networkd-dispatcher', 'wall', 'rsync-ssl', 'zless', 'col5', 'dbus-run-session', 'sort', 'ntfsls', 'nsenter', 'x86_64-linux-gnu-nm', 'deb-systemd-invoke', 'which', 'gcc-ranlib-11', 'getent', 'dpkg-buildpackage', 'x86_64-linux-gnu-addr2line', 'git', 'chrt', 'apt-mark', 'mount', 'faillog', 'strace-log-merge', 'bash', 'systemctl', 'dpkg-realpath', 'vmstat', 'byobu-tmux', 'date', 'podchecker', 'pstree.x11', 'rlogin', 'catman', 'apport-unpack', 'busybox', 'tload', 'chmod', 'setsid', 'col8', 'nc.openbsd', 'dh_bash-completion', 'lzegrep', 'x86_64-linux-gnu-strip', 'systemd-sysusers', 'debconf-set-selections', 'colcrt', 'x86_64-linux-gnu-gcov-11', 'su', 'soelim', 'lsipc', 'x86_64-linux-gnu-lto-dump-11', 'resizecons', 'bzcmp', 'lzfgrep', 'unicode_stop', 'byobu-shell', 'lsusb', 'c_rehash', 'linux32', 'login', 'gio-querymodules', 'lsns', 'systemd-inhibit', 'lastb', 'rsync', 'cpp', 'df', 'gpg', 'gpgv', 'ftp', 'pathchk', 'groups', 'ssh-argv0', 'lsmem', 'bzfgrep', 'pod2usage', 'perl5.34-x86_64-linux-gnu', 'users', 'as', 'ipcs', 'vim', 'wifi-status', 'iconv', 'wget', 'preconv', 'dpkg-checkbuilddeps', 'chfn', 'dwp', 'rvim', 'pydoc3.10', 'domainname', 'dbus-launch', 'oem-getlogs', 'lto-dump-11', 'grog', 'xzcat', 'strace', 'ldd', 'python3.10-config', 'ntfsrecover', 'whoami', 'com.docker.cli', 'strip', 'envsubst', 'byobu-launcher-uninstall', 'dircolors', 'c++filt', 'nl', 'apt-cdrom', 'apport-bug', 'ctstat', 'nroff', 'lzma', 'which.debianutils', 'apt', 'stty', 'pkaction', 'ul', 'plymouth', 'ed', 'loginctl', 'pkexec', 'c99-gcc', 'diff', 'pkttyagent', 'gzip', 'h2xs', 'ubuntu-core-launcher', 'xzmore', 'zcat', 'dpkg-distaddfile', 'cvtsudoers', 'tabs', 'busctl', 'fincore', 'fgrep', 'sudo', 'vim.tiny', 'dmesg', 'rm', 'lowntfs-3g', 'byobu-disable', 'mv', 'byobu-janitor', 'col9', 'cat', 'deallocvt', 'rrsync', 'chattr', 'pod2html', 'lslogins', 'checkinstall', 'numfmt', 'gcov-tool-11', 'rdma', 'flock', 'realpath', 'sensible-editor', 'find', 'tracepath', 'lesskey', 'libnetcfg', 'telnet', 'ucf', 'gcov-dump-11', 'systemd-tty-ask-password-agent', 'python3', 'grotty', 'ubuntu-distro-info', 'systemd-detect-virt', 'lcf', 'x86_64-linux-gnu-gcc', 'printenv', 'du', 'grep', 'udevadm', 'tee', 'systemd-run', 'x86_64-linux-gnu-objdump', 'aa-enabled', 'systemd-cryptenroll', 'dpkg-deb', 'systemd-cat', 'lexgrog', 'perlivp', 'gawk', 'setkeycodes', 'pip3.10', 'mkdir', 'clear_console', 'screen', 'x86_64-linux-gnu-ar', 'sg', 'static-sh', 'dumpkeys', 'xzegrep', 'dpkg-statoverride', 'split', 'dpkg-gensymbols', 'gcc', 'ngettext', 'whereis', 'strings', 'mandb', 'resizepart', 'pkcheck', 'mkfifo', 'pic', 'chage', 'col2', 'nslookup', 'bzegrep', 'xzgrep', 'do-release-upgrade', 'routef', 'ld.gold', 'kill', 'x86_64-linux-gnu-gold', 'lsb_release', 'rsh', 'corelist', 'iptables-xml', 'size', 'xdg-user-dirs-update', 'pslog', 'splitfont', 'byobu-ugraph', 'ypdomainname', 'pip3', 'tr', 'addr2line', 'sudoreplay', 'memusagestat', 'umount', 'byobu-ctrl-a', 'partx', 'python3.10', 'sftp', 'openssl', 'docker-compose', 'rev', 'toe', 'docker-credential-desktop.exe', 'apt-ftparchive', 'wdctl', 'xsubpp', 'purge-old-kernels', 'passwd', 'uniq', 'mawk', 'x86_64-linux-gnu-objcopy', 'bunzip2', 'ps', 'stdbuf', 'x86_64-linux-gnu-as', 'byobu-silent', 'clear', 'byobu-select-profile', 'systemd-notify', 'chgrp', 'bzgrep', 'tcpdump', 'x86_64-linux-gnu-gprof', 'dpkg-scanpackages', 'mtr', 'x86_64-linux-gnu-ld.gold', 'aa-features-abi', 'fusermount', 'ubuntu-security-status', 'ntfscat', 'setarch', 'telnet.netkit', 'sensible-browser', 'dirmngr', 'write', 'lspci', 'col4', 'reset', 'make-first-existing-target', 'apport-collect', 'make', 'lastlog', 'bzdiff', 'gsettings', 'ex', 'ipcrm', 'systemd-mount', 'cp', 'psfxtable', 'fallocate', 'dash', 'ntfs-3g.probe', 'ctail', 'x86_64-linux-gnu-gcc-nm', 'hub-tool', 'colrm', 'nawk', 'ip', 'ping4', 'git-shell', 'mtr-packet', 'g++-11', 'ping6', 'htop', 'ubuntu-bug', 'pydoc3', 'ginstall-info', 'tempfile', 'pwdx', 'linux64', 'pip', 'glib-compile-schemas', 'xargs', 'encguess', 'dpkg-split', 'fakeroot-tcp', 'objdump', 'ld', 'chcon', 'choom', 'skill', 'lshw', 'dbus-daemon', 'ucfr', 'gcc-nm-11', 'rcp', 'who', 'gapplication', 'stat', 'patch', 'systemd-escape', 'dpkg-genbuildinfo', 'sleep', 'groff', 'instmodsh', 'x86_64-linux-gnu-ld', 'bzip2recover', 'systemd-stdio-bridge', 'gresource', 'x86_64-linux-gnu-gcov-tool-11', 'dig', 'uuidgen', 'unlzma', 'streamzip', 'apt-config', 'logger', 'unsquashfs', 'infobrowser', 'lzdiff', 'faked-tcp', 'xxd', 'xz', 'x86_64-linux-gnu-g++-11', 'mesg', 'rmdir', 'zgrep', 'whiptail', 'mtrace', 'byobu-status', 'pdb3', 'pinentry-curses', 'dpkg-buildflags', 'wc', 'nc', 'select-editor', 'py3versions', 'pastebinit', 'fakeroot', 'top', 'ucfq', 'ss', 'psfgettable', 'egrep', 'byobu-reconnect-sockets', 'systemd-id128', 'fold', 'lzcat', 'debconf-show', 'eqn', 'zfgrep', 'perlthanks', 'link', 'csplit', 'ntfsdecrypt', 'hwe-support-status', 'sum', 'expand', 'dpkg-scansources', 'apt-extracttemplates', 'x86_64-linux-gnu-gcov-tool', 'gcc-ranlib', 'apropos', 'gcov-11', 'unattended-upgrades', 'c89-gcc', 'neqn', 'sqfstar', 'join', 'sudoedit', 'setupcon', 'keyring', 'unattended-upgrade', 'install', 'add-apt-repository', 'systemd-umount', 'locale-check', 'bootctl', 'byobu-prompt', 'fusermount3', 'ld.bfd', 'lzmainfo', 'xzless', 'gcc-nm', 'pico', 'runcon', 'dirname', 'debconf', 'fuser', 'systemd-ask-password', 'pkcon', 'fgconsole', 'scriptlive', 'comm', 'false', 'systemd-analyze', 'pod2text', 'infocmp', 'ntfswipe', 'setfont', 'pbget', 'hostname', 'unlink', 'dpkg-vendor', 'dbus-send', 'systemd-delta', 'col3', 'whatis', 'kernel-install', 'systemd-path', 'git-receive-pack', 'time', 'debconf-communicate', 'sh', 'bzmore', 'gold', 'unexpand', 'ntfsinfo', 'debconf-copydb', 'nohup', 'gpg-zip', 'zegrep', 'vigpg', 'head', 'getopt', 'usbhid-dump', 'openvt', 'x86_64-linux-gnu-ranlib', 'snapctl', 'dbus-update-activation-environment', 'nstat', 'geqn', 'byobu-select-backend', 'file', 'install-info', 'gpgcompose', 'gpgsm', 'gtbl', 'hexdump', 'prove', 'routel', 'zdump', 'mountpoint', 'mapscrn', 'lslocks', 'shred', 'sotruss', 'true', 'run-one', 'dpkg-shlibdeps', 'systemd-cgtop', 'x86_64-linux-gnu-cpp', 'pldd', 'unicode_start', 'xdg-user-dir', 'uuidparse', 'ntfsusermap', 'localectl', 'memusage', 'test', 'enc2xs', 'sensible-pager', 'ntfscmp', 'cpp-11', 'rgrep', 'kbdinfo', 'znew', 'md5sum.textutils', 'logname', 'tbl', 'gzexe', 'shasum', 'touch', 'x86_64-linux-gnu-ld.bfd', 'cpio', 'byobu-status-detail', 'ntfscluster', 'gpic', 'sprof', 'run-one-until-failure', 'xauth', 'hostnamectl', 'env', 'pdb3.10', 'perl', 'md5sum', 'uname', 'unxz', 'gettext.sh', 'screendump', 'col6', 'x86_64-linux-gnu-gcov-dump', 'zdiff', 'ntfsmove', 'x86_64-linux-gnu-g++', 'gdbus', 'namei', 'ischroot', 'ls', 'x86_64-linux-gnu-strings', 'debconf-escape', 'mdig', 'ssh-agent', 'manpath', 'setpci', 'sha384sum', 'man-recode', 'kmod', 'base64', 'sha1sum', 'x86_64-linux-gnu-gcc-nm-11', 'h2ph', 'info', 'bzip2', 'dbus-uuidgen', 'migrate-pubring-from-classic-gpg', 'peekfd', 'git-upload-pack', 'zcmp', 'w', 'infotocap', 'i386', 'lessfile', 'debconf-apt-progress', 'netcat', 'mk_modmap', 'mktemp', 'pwd', 'column', 'scriptreplay', 'byobu-enable', 'lessecho', 'docker-index', 'vimdiff', 'look', 'ntfsfix', 'uncompress', 'x86_64-linux-gnu-python3-config', 'setterm', 'pstree', 'col7', 'dbus-monitor', 'addpart', 'id', 'on_ac_power', 'gpasswd', 'apt-key', 'byobu-ulevel', 'byobu-disable-prompt', 'lzless', 'gcov-tool', 'killall', 'x86_64-linux-gnu-gcc-ar', 'vimtutor', 'pager', 'vdir', 'keep-one-running', 'py3compile', 'mcookie', 'savelog', 'elfedit', 'lzcmp', 'update-mime-database', 'mt-gnu', 'dpkg-name', 'x86_64-linux-gnu-gcc-ranlib', 'chown', 'objcopy', 'hostid', 'byobu-launcher', 'shuf', 'view', 'mknod', 'gpgparsemail', 'c89', 'installwatch', 'b2sum', 'tail', 'ubuntu-advantage', 'col1', 'zforce', 'last', 'x86_64', 'gcc-ar-11', 'dir', 'ionice', 'resolvectl', 'systemd-cgls', 'byobu-keybindings', 'lsof', 'tput', 'bzcat', 'watchgnupg', 'unshare', 'timeout', 'pkmon', 'snap', 'apt-get', 'getconf', 'run-this-one', 'chsh', 'findmnt', 'ptar', 'pr', 'lsmod', 'xzfgrep', 'captoinfo', 'debian-distro-info', 'ping', 'pinentry', 'rview', 'zipdetails', 'gpg-connect-agent', 'fmt', 'sha224sum', 'echo', 'gcov', 'sha256sum', 'readlink', 'dd', 'lsattr', 'paste', 'od', 'x86_64-linux-gnu-gcc-ar-11', 'ssh-copy-id', 'bzless', 'pygettext3', 'setpriv', 'sqfscat', 'chvt', 'bzexe', '[', 'xzdiff', 'byobu-enable-prompt', 'lspgpot', 'dpkg-divert', 'x86_64-linux-gnu-dwp', 'renice', 'loadunimap', 'mt', 'ptargrep', 'pkill', 'editor', 'base32', 'setlogcons', 'byobu-screen', 'deb-systemd-helper', 'ckbcomp', 'pmap', 'gcc-ar', 'snice', 'gpg-agent', 'troff', 'byobu-launcher-install', 'distro-info', 'rnano', 'x86_64-linux-gnu-cpp-11', 'byobu-layout', 'x86_64-linux-gnu-readelf', 'x86_64-linux-gnu-gcc-ranlib-11', 'gio', 'gpgconf', 'lesspipe', 'expr', 'perl5.34.0', 'c99', 'pbput', 'rpcgen', 'pygettext3.10', 'dpkg-source', 'delpart', 'nproc', 'pidof', 'watch', 'vim.basic', 'cksum', 'yes', 'py3clean', 'ssh-keygen', 'lsblk', 'systemd-sysext', 'slogin', 'tmux', 'snapfuse', 'aa-exec', 'uptime', 'json_pp', 'seq', 'ln', 'networkctl', 'apt-add-repository', 'fakeroot-sysv', 'dpkg-mergechangelogs', 'tic', 'cut', 'bashbug', 'gcc-11', 'ssh', 'perlbug', 'curl', 'run-one-constantly', 'gprof', 'pl2pm']
linear-regression.ipynb
linear-regression.ipynb
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
chroot: /
ls: ['dataset', 'dev', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
ls: getting the same directory ['dataset', 'etc', 'linear-regression.ipynb', 'linear-regression.ipynb.html', 'model.joblib', 'outputs', 'proc', 'python3', 'run', 'sample_v3.zip', 'stderr', 'stdout', 'sys', 'usr']
streamlit rerun
temp file path /tmp/decenter-ai-14ikgm0pdecenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-14ikgm0pdecenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
INFO | created venv dir | '14-10-2023 09:13:19' | create_venv:app_v3.py:81
streamlit rerun
temp file path /tmp/decenter-ai-dn_v77y1decenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-dn_v77y1decenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
INFO | created venv dir | '14-10-2023 09:13:31' | create_venv:app_v3.py:81
temp file path /tmp/decenter-ai-bruw14mjdecenter-model-winequality-red/input_archive.zip
extracted: ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-bruw14mjdecenter-model-winequality-red'>
temp_dir contains ['winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'input_archive.zip']
INFO | created venv dir | '14-10-2023 09:13:37' | create_venv:app_v3.py:81
red-wine-quality-linear-regression.ipynb
chroot: /
ls: ['.venv', 'etc', 'python3', 'winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'usr', 'sys', 'dev', 'run', 'proc', 'input_archive.zip']
ls: getting the same directory ['.venv', 'etc', 'python3', 'winequality-red.csv', 'red-wine-quality-linear-regression.ipynb', 'usr', 'sys', 'dev', 'run', 'proc', 'input_archive.zip']
ls: .venv ['python3', 'pip3.10', 'pip3', 'python3.10', 'activate.csh', 'pip', 'Activate.ps1', 'python', 'activate', 'activate.fish']
training_cmd: ['.venv/bin/python3', '-m', 'jupyter', 'nbconvert', '--execute', '--to', 'html', '--output', 'red-wine-quality-linear-regression.ipynb', 'red-wine-quality-linear-regression.ipynb']
sys.exectable inside chroot ['less', 'systemd-machine-id-setup', 'gpgsplit', 'byobu-select-session', 'pgrep', 'truncate', 'dpkg-parsechangelog', 'x86_64-linux-gnu-gcc-11', 'localedef', 'byobu-export', 'hardlink', 'printf', 'ptardiff', 'setmetamode', 'kbd_mode', 'g++', 'netstat', 'docker', 'apt-cache', 'ua', 'gencat', 'sed', 'sdiff', 'ptx', 'nsupdate', 'byobu-launch', 'nm', 'systemd', 'byobu', 'ntfstruncate', 'systemd-tmpfiles', 'usb-devices', 'zmore', 'ntfs-3g', 'tzselect', 'gettext', 'systemd-socket-activate', 'prtstat', 'splain', 'script', 'gcov-dump', 'dnsdomainname', 'ar', 'rtstat', 'more', 'journalctl', 'gunzip', 'cpan', 'scp', 'tac', 'python3-config', 'lzmore', 'lnstat', 'wslpath', 'col', 'gpg-wks-server', 'sync', 'cc', 'x86_64-linux-gnu-c++filt', 'uclampset', 'systemd-hwdb', 'vi', 'dbus-cleanup-sockets', 'x86_64-linux-gnu-elfedit', 'psfaddtable', 'delv', 'locale', 'helpztags', 'mksquashfs', 'git-upload-archive', 'byobu-quiet', 'grops', 'update-alternatives', 'prlimit', 'crontab', 'nisdomainname', 'write.ul', 'timedatectl', 'dpkg-maintscript-helper', 'ntfsfallocate', 'showkey', 'cpan5.34-x86_64-linux-gnu', 'dpkg', 'tset', 'x86_64-linux-gnu-python3.10-config', 'perldoc', 'nano', 'dpkg-genchanges', 'x86_64-linux-gnu-gcov', 'ipcmk', 'basenc', 'piconv', 'apport-cli', 'dpkg-query', 'rbash', 'run-parts', 'free', 'expiry', 'pro', 'x86_64-linux-gnu-gcov-dump-11', 'taskset', 'dpkg-trigger', 'usbreset', 'lzgrep', 'factor', 'pinky', 'arch', 'dirmngr-client', 'red', 'gmake', 'ntfssecaudit', 'lscpu', 'ssh-keyscan', 'awk', 'run-one-until-success', 'gpgtar', 'tty', 'man', 'NF', 'kbxutil', 'ssh-add', 'byobu-config', 'xzcmp', 'diff3', 'psfstriptable', 'setleds', 'readelf', 'apt-sortpkgs', 'host', 'tsort', 'nice', 'faked-sysv', 'loadkeys', 'dpkg-gencontrol', 'newgrp', 'pbputs', 'cmp', 'pod2man', 'codepage', 'pidwait', 'getkeycodes', 'manifest', 'c++', 'hd', 'slabtop', 'showconsolefont', 'dpkg-architecture', 'tnftp', 'utmpdump', 'tar', 'basename', 'sha512sum', 'eject', 'x86_64-linux-gnu-size', 'ranlib', 'networkd-dispatcher', 'wall', 'rsync-ssl', 'zless', 'col5', 'dbus-run-session', 'sort', 'ntfsls', 'nsenter', 'x86_64-linux-gnu-nm', 'deb-systemd-invoke', 'which', 'gcc-ranlib-11', 'getent', 'dpkg-buildpackage', 'x86_64-linux-gnu-addr2line', 'git', 'chrt', 'apt-mark', 'mount', 'faillog', 'strace-log-merge', 'bash', 'systemctl', 'dpkg-realpath', 'vmstat', 'byobu-tmux', 'date', 'podchecker', 'pstree.x11', 'rlogin', 'catman', 'apport-unpack', 'busybox', 'tload', 'chmod', 'setsid', 'col8', 'nc.openbsd', 'dh_bash-completion', 'lzegrep', 'x86_64-linux-gnu-strip', 'systemd-sysusers', 'debconf-set-selections', 'colcrt', 'x86_64-linux-gnu-gcov-11', 'su', 'soelim', 'lsipc', 'x86_64-linux-gnu-lto-dump-11', 'resizecons', 'bzcmp', 'lzfgrep', 'unicode_stop', 'byobu-shell', 'lsusb', 'c_rehash', 'linux32', 'login', 'gio-querymodules', 'lsns', 'systemd-inhibit', 'lastb', 'rsync', 'cpp', 'df', 'gpg', 'gpgv', 'ftp', 'pathchk', 'groups', 'ssh-argv0', 'lsmem', 'bzfgrep', 'pod2usage', 'perl5.34-x86_64-linux-gnu', 'users', 'as', 'ipcs', 'vim', 'wifi-status', 'iconv', 'wget', 'preconv', 'dpkg-checkbuilddeps', 'chfn', 'dwp', 'rvim', 'pydoc3.10', 'domainname', 'dbus-launch', 'oem-getlogs', 'lto-dump-11', 'grog', 'xzcat', 'strace', 'ldd', 'python3.10-config', 'ntfsrecover', 'whoami', 'com.docker.cli', 'strip', 'envsubst', 'byobu-launcher-uninstall', 'dircolors', 'c++filt', 'nl', 'apt-cdrom', 'apport-bug', 'ctstat', 'nroff', 'lzma', 'which.debianutils', 'apt', 'stty', 'pkaction', 'ul', 'plymouth', 'ed', 'loginctl', 'pkexec', 'c99-gcc', 'diff', 'pkttyagent', 'gzip', 'h2xs', 'ubuntu-core-launcher', 'xzmore', 'zcat', 'dpkg-distaddfile', 'cvtsudoers', 'tabs', 'busctl', 'fincore', 'fgrep', 'sudo', 'vim.tiny', 'dmesg', 'rm', 'lowntfs-3g', 'byobu-disable', 'mv', 'byobu-janitor', 'col9', 'cat', 'deallocvt', 'rrsync', 'chattr', 'pod2html', 'lslogins', 'checkinstall', 'numfmt', 'gcov-tool-11', 'rdma', 'flock', 'realpath', 'sensible-editor', 'find', 'tracepath', 'lesskey', 'libnetcfg', 'telnet', 'ucf', 'gcov-dump-11', 'systemd-tty-ask-password-agent', 'python3', 'grotty', 'ubuntu-distro-info', 'systemd-detect-virt', 'lcf', 'x86_64-linux-gnu-gcc', 'printenv', 'du', 'grep', 'udevadm', 'tee', 'systemd-run', 'x86_64-linux-gnu-objdump', 'aa-enabled', 'systemd-cryptenroll', 'dpkg-deb', 'systemd-cat', 'lexgrog', 'perlivp', 'gawk', 'setkeycodes', 'pip3.10', 'mkdir', 'clear_console', 'screen', 'x86_64-linux-gnu-ar', 'sg', 'static-sh', 'dumpkeys', 'xzegrep', 'dpkg-statoverride', 'split', 'dpkg-gensymbols', 'gcc', 'ngettext', 'whereis', 'strings', 'mandb', 'resizepart', 'pkcheck', 'mkfifo', 'pic', 'chage', 'col2', 'nslookup', 'bzegrep', 'xzgrep', 'do-release-upgrade', 'routef', 'ld.gold', 'kill', 'x86_64-linux-gnu-gold', 'lsb_release', 'rsh', 'corelist', 'iptables-xml', 'size', 'xdg-user-dirs-update', 'pslog', 'splitfont', 'byobu-ugraph', 'ypdomainname', 'pip3', 'tr', 'addr2line', 'sudoreplay', 'memusagestat', 'umount', 'byobu-ctrl-a', 'partx', 'python3.10', 'sftp', 'openssl', 'docker-compose', 'rev', 'toe', 'docker-credential-desktop.exe', 'apt-ftparchive', 'wdctl', 'xsubpp', 'purge-old-kernels', 'passwd', 'uniq', 'mawk', 'x86_64-linux-gnu-objcopy', 'bunzip2', 'ps', 'stdbuf', 'x86_64-linux-gnu-as', 'byobu-silent', 'clear', 'byobu-select-profile', 'systemd-notify', 'chgrp', 'bzgrep', 'tcpdump', 'x86_64-linux-gnu-gprof', 'dpkg-scanpackages', 'mtr', 'x86_64-linux-gnu-ld.gold', 'aa-features-abi', 'fusermount', 'ubuntu-security-status', 'ntfscat', 'setarch', 'telnet.netkit', 'sensible-browser', 'dirmngr', 'write', 'lspci', 'col4', 'reset', 'make-first-existing-target', 'apport-collect', 'make', 'lastlog', 'bzdiff', 'gsettings', 'ex', 'ipcrm', 'systemd-mount', 'cp', 'psfxtable', 'fallocate', 'dash', 'ntfs-3g.probe', 'ctail', 'x86_64-linux-gnu-gcc-nm', 'hub-tool', 'colrm', 'nawk', 'ip', 'ping4', 'git-shell', 'mtr-packet', 'g++-11', 'ping6', 'htop', 'ubuntu-bug', 'pydoc3', 'ginstall-info', 'tempfile', 'pwdx', 'linux64', 'pip', 'glib-compile-schemas', 'xargs', 'encguess', 'dpkg-split', 'fakeroot-tcp', 'objdump', 'ld', 'chcon', 'choom', 'skill', 'lshw', 'dbus-daemon', 'ucfr', 'gcc-nm-11', 'rcp', 'who', 'gapplication', 'stat', 'patch', 'systemd-escape', 'dpkg-genbuildinfo', 'sleep', 'groff', 'instmodsh', 'x86_64-linux-gnu-ld', 'bzip2recover', 'systemd-stdio-bridge', 'gresource', 'x86_64-linux-gnu-gcov-tool-11', 'dig', 'uuidgen', 'unlzma', 'streamzip', 'apt-config', 'logger', 'unsquashfs', 'infobrowser', 'lzdiff', 'faked-tcp', 'xxd', 'xz', 'x86_64-linux-gnu-g++-11', 'mesg', 'rmdir', 'zgrep', 'whiptail', 'mtrace', 'byobu-status', 'pdb3', 'pinentry-curses', 'dpkg-buildflags', 'wc', 'nc', 'select-editor', 'py3versions', 'pastebinit', 'fakeroot', 'top', 'ucfq', 'ss', 'psfgettable', 'egrep', 'byobu-reconnect-sockets', 'systemd-id128', 'fold', 'lzcat', 'debconf-show', 'eqn', 'zfgrep', 'perlthanks', 'link', 'csplit', 'ntfsdecrypt', 'hwe-support-status', 'sum', 'expand', 'dpkg-scansources', 'apt-extracttemplates', 'x86_64-linux-gnu-gcov-tool', 'gcc-ranlib', 'apropos', 'gcov-11', 'unattended-upgrades', 'c89-gcc', 'neqn', 'sqfstar', 'join', 'sudoedit', 'setupcon', 'keyring', 'unattended-upgrade', 'install', 'add-apt-repository', 'systemd-umount', 'locale-check', 'bootctl', 'byobu-prompt', 'fusermount3', 'ld.bfd', 'lzmainfo', 'xzless', 'gcc-nm', 'pico', 'runcon', 'dirname', 'debconf', 'fuser', 'systemd-ask-password', 'pkcon', 'fgconsole', 'scriptlive', 'comm', 'false', 'systemd-analyze', 'pod2text', 'infocmp', 'ntfswipe', 'setfont', 'pbget', 'hostname', 'unlink', 'dpkg-vendor', 'dbus-send', 'systemd-delta', 'col3', 'whatis', 'kernel-install', 'systemd-path', 'git-receive-pack', 'time', 'debconf-communicate', 'sh', 'bzmore', 'gold', 'unexpand', 'ntfsinfo', 'debconf-copydb', 'nohup', 'gpg-zip', 'zegrep', 'vigpg', 'head', 'getopt', 'usbhid-dump', 'openvt', 'x86_64-linux-gnu-ranlib', 'snapctl', 'dbus-update-activation-environment', 'nstat', 'geqn', 'byobu-select-backend', 'file', 'install-info', 'gpgcompose', 'gpgsm', 'gtbl', 'hexdump', 'prove', 'routel', 'zdump', 'mountpoint', 'mapscrn', 'lslocks', 'shred', 'sotruss', 'true', 'run-one', 'dpkg-shlibdeps', 'systemd-cgtop', 'x86_64-linux-gnu-cpp', 'pldd', 'unicode_start', 'xdg-user-dir', 'uuidparse', 'ntfsusermap', 'localectl', 'memusage', 'test', 'enc2xs', 'sensible-pager', 'ntfscmp', 'cpp-11', 'rgrep', 'kbdinfo', 'znew', 'md5sum.textutils', 'logname', 'tbl', 'gzexe', 'shasum', 'touch', 'x86_64-linux-gnu-ld.bfd', 'cpio', 'byobu-status-detail', 'ntfscluster', 'gpic', 'sprof', 'run-one-until-failure', 'xauth', 'hostnamectl', 'env', 'pdb3.10', 'perl', 'md5sum', 'uname', 'unxz', 'gettext.sh', 'screendump', 'col6', 'x86_64-linux-gnu-gcov-dump', 'zdiff', 'ntfsmove', 'x86_64-linux-gnu-g++', 'gdbus', 'namei', 'ischroot', 'ls', 'x86_64-linux-gnu-strings', 'debconf-escape', 'mdig', 'ssh-agent', 'manpath', 'setpci', 'sha384sum', 'man-recode', 'kmod', 'base64', 'sha1sum', 'x86_64-linux-gnu-gcc-nm-11', 'h2ph', 'info', 'bzip2', 'dbus-uuidgen', 'migrate-pubring-from-classic-gpg', 'peekfd', 'git-upload-pack', 'zcmp', 'w', 'infotocap', 'i386', 'lessfile', 'debconf-apt-progress', 'netcat', 'mk_modmap', 'mktemp', 'pwd', 'column', 'scriptreplay', 'byobu-enable', 'lessecho', 'docker-index', 'vimdiff', 'look', 'ntfsfix', 'uncompress', 'x86_64-linux-gnu-python3-config', 'setterm', 'pstree', 'col7', 'dbus-monitor', 'addpart', 'id', 'on_ac_power', 'gpasswd', 'apt-key', 'byobu-ulevel', 'byobu-disable-prompt', 'lzless', 'gcov-tool', 'killall', 'x86_64-linux-gnu-gcc-ar', 'vimtutor', 'pager', 'vdir', 'keep-one-running', 'py3compile', 'mcookie', 'savelog', 'elfedit', 'lzcmp', 'update-mime-database', 'mt-gnu', 'dpkg-name', 'x86_64-linux-gnu-gcc-ranlib', 'chown', 'objcopy', 'hostid', 'byobu-launcher', 'shuf', 'view', 'mknod', 'gpgparsemail', 'c89', 'installwatch', 'b2sum', 'tail', 'ubuntu-advantage', 'col1', 'zforce', 'last', 'x86_64', 'gcc-ar-11', 'dir', 'ionice', 'resolvectl', 'systemd-cgls', 'byobu-keybindings', 'lsof', 'tput', 'bzcat', 'watchgnupg', 'unshare', 'timeout', 'pkmon', 'snap', 'apt-get', 'getconf', 'run-this-one', 'chsh', 'findmnt', 'ptar', 'pr', 'lsmod', 'xzfgrep', 'captoinfo', 'debian-distro-info', 'ping', 'pinentry', 'rview', 'zipdetails', 'gpg-connect-agent', 'fmt', 'sha224sum', 'echo', 'gcov', 'sha256sum', 'readlink', 'dd', 'lsattr', 'paste', 'od', 'x86_64-linux-gnu-gcc-ar-11', 'ssh-copy-id', 'bzless', 'pygettext3', 'setpriv', 'sqfscat', 'chvt', 'bzexe', '[', 'xzdiff', 'byobu-enable-prompt', 'lspgpot', 'dpkg-divert', 'x86_64-linux-gnu-dwp', 'renice', 'loadunimap', 'mt', 'ptargrep', 'pkill', 'editor', 'base32', 'setlogcons', 'byobu-screen', 'deb-systemd-helper', 'ckbcomp', 'pmap', 'gcc-ar', 'snice', 'gpg-agent', 'troff', 'byobu-launcher-install', 'distro-info', 'rnano', 'x86_64-linux-gnu-cpp-11', 'byobu-layout', 'x86_64-linux-gnu-readelf', 'x86_64-linux-gnu-gcc-ranlib-11', 'gio', 'gpgconf', 'lesspipe', 'expr', 'perl5.34.0', 'c99', 'pbput', 'rpcgen', 'pygettext3.10', 'dpkg-source', 'delpart', 'nproc', 'pidof', 'watch', 'vim.basic', 'cksum', 'yes', 'py3clean', 'ssh-keygen', 'lsblk', 'systemd-sysext', 'slogin', 'tmux', 'snapfuse', 'aa-exec', 'uptime', 'json_pp', 'seq', 'ln', 'networkctl', 'apt-add-repository', 'fakeroot-sysv', 'dpkg-mergechangelogs', 'tic', 'cut', 'bashbug', 'gcc-11', 'ssh', 'perlbug', 'curl', 'run-one-constantly', 'gprof', 'pl2pm']
streamlit rerun
temp file path /tmp/decenter-ai-g1up22q6decenter-model-boston-housing-price-prediction/input_archive.zip
extracted: ['boston-housing-price-prediction.ipynb', 'input_archive.zip', 'HousingData.csv']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-g1up22q6decenter-model-boston-housing-price-prediction'>
temp_dir contains ['boston-housing-price-prediction.ipynb', 'input_archive.zip', 'HousingData.csv']
INFO | created venv dir | '14-10-2023 09:23:36' | create_venv:app_v3.py:81
temp file path /tmp/decenter-ai-ohz9aocmdecenter-model-boston-housing-price-prediction/input_archive.zip
extracted: ['boston-housing-price-prediction.ipynb', 'input_archive.zip', 'HousingData.csv']
temp_dir is <TemporaryDirectory '/tmp/decenter-ai-ohz9aocmdecenter-model-boston-housing-price-prediction'>
temp_dir contains ['boston-housing-price-prediction.ipynb', 'input_archive.zip', 'HousingData.csv']
INFO | created venv dir | '14-10-2023 09:23:41' | create_venv:app_v3.py:81
boston-housing-price-prediction.ipynb
chroot: /
ls: ['.venv', 'etc', 'python3', 'usr', 'boston-housing-price-prediction.ipynb', 'sys', 'dev', 'run', 'proc', 'input_archive.zip', 'HousingData.csv']
ls: getting the same directory ['.venv', 'etc', 'python3', 'usr', 'boston-housing-price-prediction.ipynb', 'sys', 'dev', 'run', 'proc', 'input_archive.zip', 'HousingData.csv']
ls: .venv ['python3', 'pip3.10', 'pip3', 'python3.10', 'activate.csh', 'pip', 'Activate.ps1', 'python', 'activate', 'activate.fish']
training_cmd: ['.venv/bin/python3', '-m', 'jupyter', 'nbconvert', '--execute', '--to', 'html', '--output', 'boston-housing-price-prediction.ipynb', 'boston-housing-price-prediction.ipynb']
sys.exectable inside chroot ['less', 'systemd-machine-id-setup', 'gpgsplit', 'byobu-select-session', 'pgrep', 'truncate', 'dpkg-parsechangelog', 'x86_64-linux-gnu-gcc-11', 'localedef', 'byobu-export', 'hardlink', 'printf', 'ptardiff', 'setmetamode', 'kbd_mode', 'g++', 'netstat', 'docker', 'apt-cache', 'ua', 'gencat', 'sed', 'sdiff', 'ptx', 'nsupdate', 'byobu-launch', 'nm', 'systemd', 'byobu', 'ntfstruncate', 'systemd-tmpfiles', 'usb-devices', 'zmore', 'ntfs-3g', 'tzselect', 'gettext', 'systemd-socket-activate', 'prtstat', 'splain', 'script', 'gcov-dump', 'dnsdomainname', 'ar', 'rtstat', 'more', 'journalctl', 'gunzip', 'cpan', 'scp', 'tac', 'python3-config', 'lzmore', 'lnstat', 'wslpath', 'col', 'gpg-wks-server', 'sync', 'cc', 'x86_64-linux-gnu-c++filt', 'uclampset', 'systemd-hwdb', 'vi', 'dbus-cleanup-sockets', 'x86_64-linux-gnu-elfedit', 'psfaddtable', 'delv', 'locale', 'helpztags', 'mksquashfs', 'git-upload-archive', 'byobu-quiet', 'grops', 'update-alternatives', 'prlimit', 'crontab', 'nisdomainname', 'write.ul', 'timedatectl', 'dpkg-maintscript-helper', 'ntfsfallocate', 'showkey', 'cpan5.34-x86_64-linux-gnu', 'dpkg', 'tset', 'x86_64-linux-gnu-python3.10-config', 'perldoc', 'nano', 'dpkg-genchanges', 'x86_64-linux-gnu-gcov', 'ipcmk', 'basenc', 'piconv', 'apport-cli', 'dpkg-query', 'rbash', 'run-parts', 'free', 'expiry', 'pro', 'x86_64-linux-gnu-gcov-dump-11', 'taskset', 'dpkg-trigger', 'usbreset', 'lzgrep', 'factor', 'pinky', 'arch', 'dirmngr-client', 'red', 'gmake', 'ntfssecaudit', 'lscpu', 'ssh-keyscan', 'awk', 'run-one-until-success', 'gpgtar', 'tty', 'man', 'NF', 'kbxutil', 'ssh-add', 'byobu-config', 'xzcmp', 'diff3', 'psfstriptable', 'setleds', 'readelf', 'apt-sortpkgs', 'host', 'tsort', 'nice', 'faked-sysv', 'loadkeys', 'dpkg-gencontrol', 'newgrp', 'pbputs', 'cmp', 'pod2man', 'codepage', 'pidwait', 'getkeycodes', 'manifest', 'c++', 'hd', 'slabtop', 'showconsolefont', 'dpkg-architecture', 'tnftp', 'utmpdump', 'tar', 'basename', 'sha512sum', 'eject', 'x86_64-linux-gnu-size', 'ranlib', 'networkd-dispatcher', 'wall', 'rsync-ssl', 'zless', 'col5', 'dbus-run-session', 'sort', 'ntfsls', 'nsenter', 'x86_64-linux-gnu-nm', 'deb-systemd-invoke', 'which', 'gcc-ranlib-11', 'getent', 'dpkg-buildpackage', 'x86_64-linux-gnu-addr2line', 'git', 'chrt', 'apt-mark', 'mount', 'faillog', 'strace-log-merge', 'bash', 'systemctl', 'dpkg-realpath', 'vmstat', 'byobu-tmux', 'date', 'podchecker', 'pstree.x11', 'rlogin', 'catman', 'apport-unpack', 'busybox', 'tload', 'chmod', 'setsid', 'col8', 'nc.openbsd', 'dh_bash-completion', 'lzegrep', 'x86_64-linux-gnu-strip', 'systemd-sysusers', 'debconf-set-selections', 'colcrt', 'x86_64-linux-gnu-gcov-11', 'su', 'soelim', 'lsipc', 'x86_64-linux-gnu-lto-dump-11', 'resizecons', 'bzcmp', 'lzfgrep', 'unicode_stop', 'byobu-shell', 'lsusb', 'c_rehash', 'linux32', 'login', 'gio-querymodules', 'lsns', 'systemd-inhibit', 'lastb', 'rsync', 'cpp', 'df', 'gpg', 'gpgv', 'ftp', 'pathchk', 'groups', 'ssh-argv0', 'lsmem', 'bzfgrep', 'pod2usage', 'perl5.34-x86_64-linux-gnu', 'users', 'as', 'ipcs', 'vim', 'wifi-status', 'iconv', 'wget', 'preconv', 'dpkg-checkbuilddeps', 'chfn', 'dwp', 'rvim', 'pydoc3.10', 'domainname', 'dbus-launch', 'oem-getlogs', 'lto-dump-11', 'grog', 'xzcat', 'strace', 'ldd', 'python3.10-config', 'ntfsrecover', 'whoami', 'com.docker.cli', 'strip', 'envsubst', 'byobu-launcher-uninstall', 'dircolors', 'c++filt', 'nl', 'apt-cdrom', 'apport-bug', 'ctstat', 'nroff', 'lzma', 'which.debianutils', 'apt', 'stty', 'pkaction', 'ul', 'plymouth', 'ed', 'loginctl', 'pkexec', 'c99-gcc', 'diff', 'pkttyagent', 'gzip', 'h2xs', 'ubuntu-core-launcher', 'xzmore', 'zcat', 'dpkg-distaddfile', 'cvtsudoers', 'tabs', 'busctl', 'fincore', 'fgrep', 'sudo', 'vim.tiny', 'dmesg', 'rm', 'lowntfs-3g', 'byobu-disable', 'mv', 'byobu-janitor', 'col9', 'cat', 'deallocvt', 'rrsync', 'chattr', 'pod2html', 'lslogins', 'checkinstall', 'numfmt', 'gcov-tool-11', 'rdma', 'flock', 'realpath', 'sensible-editor', 'find', 'tracepath', 'lesskey', 'libnetcfg', 'telnet', 'ucf', 'gcov-dump-11', 'systemd-tty-ask-password-agent', 'python3', 'grotty', 'ubuntu-distro-info', 'systemd-detect-virt', 'lcf', 'x86_64-linux-gnu-gcc', 'printenv', 'du', 'grep', 'udevadm', 'tee', 'systemd-run', 'x86_64-linux-gnu-objdump', 'aa-enabled', 'systemd-cryptenroll', 'dpkg-deb', 'systemd-cat', 'lexgrog', 'perlivp', 'gawk', 'setkeycodes', 'pip3.10', 'mkdir', 'clear_console', 'screen', 'x86_64-linux-gnu-ar', 'sg', 'static-sh', 'dumpkeys', 'xzegrep', 'dpkg-statoverride', 'split', 'dpkg-gensymbols', 'gcc', 'ngettext', 'whereis', 'strings', 'mandb', 'resizepart', 'pkcheck', 'mkfifo', 'pic', 'chage', 'col2', 'nslookup', 'bzegrep', 'xzgrep', 'do-release-upgrade', 'routef', 'ld.gold', 'kill', 'x86_64-linux-gnu-gold', 'lsb_release', 'rsh', 'corelist', 'iptables-xml', 'size', 'xdg-user-dirs-update', 'pslog', 'splitfont', 'byobu-ugraph', 'ypdomainname', 'pip3', 'tr', 'addr2line', 'sudoreplay', 'memusagestat', 'umount', 'byobu-ctrl-a', 'partx', 'python3.10', 'sftp', 'openssl', 'docker-compose', 'rev', 'toe', 'docker-credential-desktop.exe', 'apt-ftparchive', 'wdctl', 'xsubpp', 'purge-old-kernels', 'passwd', 'uniq', 'mawk', 'x86_64-linux-gnu-objcopy', 'bunzip2', 'ps', 'stdbuf', 'x86_64-linux-gnu-as', 'byobu-silent', 'clear', 'byobu-select-profile', 'systemd-notify', 'chgrp', 'bzgrep', 'tcpdump', 'x86_64-linux-gnu-gprof', 'dpkg-scanpackages', 'mtr', 'x86_64-linux-gnu-ld.gold', 'aa-features-abi', 'fusermount', 'ubuntu-security-status', 'ntfscat', 'setarch', 'telnet.netkit', 'sensible-browser', 'dirmngr', 'write', 'lspci', 'col4', 'reset', 'make-first-existing-target', 'apport-collect', 'make', 'lastlog', 'bzdiff', 'gsettings', 'ex', 'ipcrm', 'systemd-mount', 'cp', 'psfxtable', 'fallocate', 'dash', 'ntfs-3g.probe', 'ctail', 'x86_64-linux-gnu-gcc-nm', 'hub-tool', 'colrm', 'nawk', 'ip', 'ping4', 'git-shell', 'mtr-packet', 'g++-11', 'ping6', 'htop', 'ubuntu-bug', 'pydoc3', 'ginstall-info', 'tempfile', 'pwdx', 'linux64', 'pip', 'glib-compile-schemas', 'xargs', 'encguess', 'dpkg-split', 'fakeroot-tcp', 'objdump', 'ld', 'chcon', 'choom', 'skill', 'lshw', 'dbus-daemon', 'ucfr', 'gcc-nm-11', 'rcp', 'who', 'gapplication', 'stat', 'patch', 'systemd-escape', 'dpkg-genbuildinfo', 'sleep', 'groff', 'instmodsh', 'x86_64-linux-gnu-ld', 'bzip2recover', 'systemd-stdio-bridge', 'gresource', 'x86_64-linux-gnu-gcov-tool-11', 'dig', 'uuidgen', 'unlzma', 'streamzip', 'apt-config', 'logger', 'unsquashfs', 'infobrowser', 'lzdiff', 'faked-tcp', 'xxd', 'xz', 'x86_64-linux-gnu-g++-11', 'mesg', 'rmdir', 'zgrep', 'whiptail', 'mtrace', 'byobu-status', 'pdb3', 'pinentry-curses', 'dpkg-buildflags', 'wc', 'nc', 'select-editor', 'py3versions', 'pastebinit', 'fakeroot', 'top', 'ucfq', 'ss', 'psfgettable', 'egrep', 'byobu-reconnect-sockets', 'systemd-id128', 'fold', 'lzcat', 'debconf-show', 'eqn', 'zfgrep', 'perlthanks', 'link', 'csplit', 'ntfsdecrypt', 'hwe-support-status', 'sum', 'expand', 'dpkg-scansources', 'apt-extracttemplates', 'x86_64-linux-gnu-gcov-tool', 'gcc-ranlib', 'apropos', 'gcov-11', 'unattended-upgrades', 'c89-gcc', 'neqn', 'sqfstar', 'join', 'sudoedit', 'setupcon', 'keyring', 'unattended-upgrade', 'install', 'add-apt-repository', 'systemd-umount', 'locale-check', 'bootctl', 'byobu-prompt', 'fusermount3', 'ld.bfd', 'lzmainfo', 'xzless', 'gcc-nm', 'pico', 'runcon', 'dirname', 'debconf', 'fuser', 'systemd-ask-password', 'pkcon', 'fgconsole', 'scriptlive', 'comm', 'false', 'systemd-analyze', 'pod2text', 'infocmp', 'ntfswipe', 'setfont', 'pbget', 'hostname', 'unlink', 'dpkg-vendor', 'dbus-send', 'systemd-delta', 'col3', 'whatis', 'kernel-install', 'systemd-path', 'git-receive-pack', 'time', 'debconf-communicate', 'sh', 'bzmore', 'gold', 'unexpand', 'ntfsinfo', 'debconf-copydb', 'nohup', 'gpg-zip', 'zegrep', 'vigpg', 'head', 'getopt', 'usbhid-dump', 'openvt', 'x86_64-linux-gnu-ranlib', 'snapctl', 'dbus-update-activation-environment', 'nstat', 'geqn', 'byobu-select-backend', 'file', 'install-info', 'gpgcompose', 'gpgsm', 'gtbl', 'hexdump', 'prove', 'routel', 'zdump', 'mountpoint', 'mapscrn', 'lslocks', 'shred', 'sotruss', 'true', 'run-one', 'dpkg-shlibdeps', 'systemd-cgtop', 'x86_64-linux-gnu-cpp', 'pldd', 'unicode_start', 'xdg-user-dir', 'uuidparse', 'ntfsusermap', 'localectl', 'memusage', 'test', 'enc2xs', 'sensible-pager', 'ntfscmp', 'cpp-11', 'rgrep', 'kbdinfo', 'znew', 'md5sum.textutils', 'logname', 'tbl', 'gzexe', 'shasum', 'touch', 'x86_64-linux-gnu-ld.bfd', 'cpio', 'byobu-status-detail', 'ntfscluster', 'gpic', 'sprof', 'run-one-until-failure', 'xauth', 'hostnamectl', 'env', 'pdb3.10', 'perl', 'md5sum', 'uname', 'unxz', 'gettext.sh', 'screendump', 'col6', 'x86_64-linux-gnu-gcov-dump', 'zdiff', 'ntfsmove', 'x86_64-linux-gnu-g++', 'gdbus', 'namei', 'ischroot', 'ls', 'x86_64-linux-gnu-strings', 'debconf-escape', 'mdig', 'ssh-agent', 'manpath', 'setpci', 'sha384sum', 'man-recode', 'kmod', 'base64', 'sha1sum', 'x86_64-linux-gnu-gcc-nm-11', 'h2ph', 'info', 'bzip2', 'dbus-uuidgen', 'migrate-pubring-from-classic-gpg', 'peekfd', 'git-upload-pack', 'zcmp', 'w', 'infotocap', 'i386', 'lessfile', 'debconf-apt-progress', 'netcat', 'mk_modmap', 'mktemp', 'pwd', 'column', 'scriptreplay', 'byobu-enable', 'lessecho', 'docker-index', 'vimdiff', 'look', 'ntfsfix', 'uncompress', 'x86_64-linux-gnu-python3-config', 'setterm', 'pstree', 'col7', 'dbus-monitor', 'addpart', 'id', 'on_ac_power', 'gpasswd', 'apt-key', 'byobu-ulevel', 'byobu-disable-prompt', 'lzless', 'gcov-tool', 'killall', 'x86_64-linux-gnu-gcc-ar', 'vimtutor', 'pager', 'vdir', 'keep-one-running', 'py3compile', 'mcookie', 'savelog', 'elfedit', 'lzcmp', 'update-mime-database', 'mt-gnu', 'dpkg-name', 'x86_64-linux-gnu-gcc-ranlib', 'chown', 'objcopy', 'hostid', 'byobu-launcher', 'shuf', 'view', 'mknod', 'gpgparsemail', 'c89', 'installwatch', 'b2sum', 'tail', 'ubuntu-advantage', 'col1', 'zforce', 'last', 'x86_64', 'gcc-ar-11', 'dir', 'ionice', 'resolvectl', 'systemd-cgls', 'byobu-keybindings', 'lsof', 'tput', 'bzcat', 'watchgnupg', 'unshare', 'timeout', 'pkmon', 'snap', 'apt-get', 'getconf', 'run-this-one', 'chsh', 'findmnt', 'ptar', 'pr', 'lsmod', 'xzfgrep', 'captoinfo', 'debian-distro-info', 'ping', 'pinentry', 'rview', 'zipdetails', 'gpg-connect-agent', 'fmt', 'sha224sum', 'echo', 'gcov', 'sha256sum', 'readlink', 'dd', 'lsattr', 'paste', 'od', 'x86_64-linux-gnu-gcc-ar-11', 'ssh-copy-id', 'bzless', 'pygettext3', 'setpriv', 'sqfscat', 'chvt', 'bzexe', '[', 'xzdiff', 'byobu-enable-prompt', 'lspgpot', 'dpkg-divert', 'x86_64-linux-gnu-dwp', 'renice', 'loadunimap', 'mt', 'ptargrep', 'pkill', 'editor', 'base32', 'setlogcons', 'byobu-screen', 'deb-systemd-helper', 'ckbcomp', 'pmap', 'gcc-ar', 'snice', 'gpg-agent', 'troff', 'byobu-launcher-install', 'distro-info', 'rnano', 'x86_64-linux-gnu-cpp-11', 'byobu-layout', 'x86_64-linux-gnu-readelf', 'x86_64-linux-gnu-gcc-ranlib-11', 'gio', 'gpgconf', 'lesspipe', 'expr', 'perl5.34.0', 'c99', 'pbput', 'rpcgen', 'pygettext3.10', 'dpkg-source', 'delpart', 'nproc', 'pidof', 'watch', 'vim.basic', 'cksum', 'yes', 'py3clean', 'ssh-keygen', 'lsblk', 'systemd-sysext', 'slogin', 'tmux', 'snapfuse', 'aa-exec', 'uptime', 'json_pp', 'seq', 'ln', 'networkctl', 'apt-add-repository', 'fakeroot-sysv', 'dpkg-mergechangelogs', 'tic', 'cut', 'bashbug', 'gcc-11', 'ssh', 'perlbug', 'curl', 'run-one-constantly', 'gprof', 'pl2pm']

[Dineshjnld]

Source Code:
https://github.com/DeCenter-AI/decenter-ai.streamlit.app/blob/4d1a456a67760fff394bb38925270311f83daa17/app.py#L252