It takes more than 30 mins to grade a ipynb on Gradescope #951
Description
Dear sir,
I am currently running autograder by otter(newest release) on Gradescope. It takes more than 30mins to grade an assignment. I would like to know how to speed it up? Thanks.
logs:
llib3/util/util.py
- lib/python3.12/site-packages/urllib3/util/wait.py
Linking ipykernel-7.1.0-pyha191276_0
warning libmamba [ipykernel-7.1.0-pyha191276_0] The following files were already present in the environment:
- share/jupyter/kernels/python3/kernel.json
...
- lib/python3.12/site-packages/ipykernel_launcher.py
Linking requests-2.32.5-pyhd8ed1ab_0
warning libmamba [requests-2.32.5-pyhd8ed1ab_0] The following files were already present in the environment:
- lib/python3.12/site-packages/requests-2.32.5.dist-info/INSTALLER
- lib/python3.12/site-packages/requests/adapters.py
...
Linking jupyterlab_server-2.28.0-pyhcf101f3_0
Linking jupyterlab-4.4.10-pyhd8ed1ab_0
Linking notebook-7.4.7-pyhd8ed1ab_0
Linking nb_conda_kernels-2.5.1-pyh707e725_2
Enabling nb_conda_kernels...
CONDA_PREFIX: /root/miniforge3/envs/otter-env
Status: enabled
Transaction finished
Installing dependencies...
Hit:1 http://archive.ubuntu.com/ubuntu jammy InRelease
Hit:2 http://archive.ubuntu.com/ubuntu jammy-updates InRelease
Hit:3 http://security.ubuntu.com/ubuntu jammy-security InRelease
Hit:4 http://archive.ubuntu.com/ubuntu jammy-backports InRelease
Reading package lists...
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libasound2 is already the newest version (1.2.6.1-1ubuntu1).
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libatk-bridge2.0-0 is already the newest version (2.38.0-3).
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libatspi2.0-0 is already the newest version (2.44.0-3).
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libcairo-gobject2 is already the newest version (1.16.0-5ubuntu2).
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libcairo2 is already the newest version (1.16.0-5ubuntu2).
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libepoxy0 is already the newest version (1.5.10-1).
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libfontconfig1 is already the newest version (2.13.1-4.2ubuntu5).
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libglx0 is already the newest version (1.4.0-1).
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libicu70 is already the newest version (70.1-2).
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libjpeg-turbo8 is already the newest version (2.1.2-0ubuntu1).
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liblcms2-2 is already the newest version (2.12rc1-2build2).ubuntu0.22.04.1).
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libpng16-16 is already the newest version (1.6.37-3build5).
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libwoff1 is already the newest version (1.0.2-1build4).
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libxcb-shm0 is already the newest version (1.14-3ubuntu3).
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libxcomposite1 is already the newest version (1:0.4.5-1build2).
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libxcursor1 is already the newest version (1:1.2.0-2build4).
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libxdamage1 is already the newest version (1:1.1.5-2build2).
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libxext6 is already the newest version (2:1.3.4-1build1).
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libxfixes3 is already the newest version (1:6.0.0-1).
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libxi6 is already the newest version (2:1.8-1build1).
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libxkbcommon0 is already the newest version (1.4.0-1).
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libxrandr2 is already the newest version (2:1.5.2-1build1).
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libxrender1 is already the newest version (1:0.9.10-1build4).
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libxtst6 is already the newest version (2:1.2.3-1build4).
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fonts-ipafont-gothic is already the newest version (00303-21ubuntu1).
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fonts-tlwg-loma-otf is already the newest version (1:0.7.3-1).
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libcups2 is already the newest version (2.4.1op1-1ubuntu4.12).
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libdbus-1-3 is already the newest version (1.12.20-2ubuntu4.1).
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libdrm2 is already the newest version (2.4.113-2
libdrm2 set to manually installed.
libgdk-pixbuf-2.0-0 is already the newest version (2.42.8+dfsg-1ubuntu0.4).
libgdk-pixbuf-2.0-0 set to manually installed.
libgtk-3-0 is already the newest version (3.24.33-1ubuntu2.2).
libgtk-3-0 set to manually installed.
libharfbuzz0b is already the newest version (2.7.4-1ubuntu3.2).
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libopenjp2-7 is already the newest version (2.4.0-6ubuntu0.4).
libopenjp2-7 set to manually installed.
libpango-1.0-0 is already the newest version (1.50.6+ds-2ubuntu1).
libpango-1.0-0 set to manually installed.
libpangocairo-1.0-0 is already the newest version (1.50.6+ds-2ubuntu1).
libpangocairo-1.0-0 set to manually installed.
libwayland-client0 is already the newest version (1.20.0-1ubuntu0.1).
libwayland-client0 set to manually installed.
libwayland-egl1 is already the newest version (1.20.0-1ubuntu0.1).
libwayland-egl1 set to manually installed.
libx11-6 is already the newest version (2:1.7.5-1ubuntu0.3).
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libx11-xcb1 is already the newest version (2:1.7.5-1ubuntu0.3).
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libxml2 is already the newest version (2.9.13+dfsg-1ubuntu0.9).
libxml2 set to manually installed.
The following additional packages will be installed:
dictionaries-common gcc-12-base glib-networking glib-networking-common
glib-networking-services hunspell-en-us libaa1 libabsl20210324 libaom3
libaspell15 libass9 libasyncns0 libavc1394-0 libavcodec58 libavdevice58
libavfilter7 libavformat58 libavutil56 libblas3 libbluray2 libbs2b0 libcaca0
libcairo-script-interpreter2 libcc1-0 libcdio-cdda2 libcdio-paranoia2
libcdio19 libcdparanoia0 libchromaprint1 libcodec2-1.0 libdav1d5
libdc1394-25 libdca0 libde265-0 libdecor-0-0 libdv4 libdvdnav4 libdvdread8
libegl-mesa0 libfaad2 libflac8 libflite1 libfluidsynth3 libfreeaptx0
libgav1-0 libgcc-s1 libgfortran5 libglib2.0-bin libgme0 libgomp1
libgraphene-1.0-0 libgsm1 libgssdp-1.2-0 libgstreamer-plugins-bad1.0-0
libgstreamer-plugins-good1.0-0 libgtk-4-common libgupnp-1.2-1
libgupnp-igd-1.0-4 libhunspell-1.7-0 libiec61883-0 libilmbase25
libinstpatch-1.0-2 libitm1 libjack-jackd2-0 libjson-glib-1.0-0
libjson-glib-1.0-common libkate1 liblapack3 libldacbt-enc2 liblilv-0-0
liblsan0 libltc11 liblzo2-2 libmfx1 libmjpegutils-2.1-0 libmodplug1
libmp3lame0 libmpcdec6 libmpeg2encpp-2.1-0 libmpg123-0 libmplex2-2.1-0
libmysofa1 libnice10 libnorm1 libnuma1 libogg0 libopenal-data libopenal1
libopenexr25 libopenh264-6 libopenmpt0 libopenni2-0 liborc-0.4-0
libpgm-5.3-0 libpocketsphinx3 libpostproc55 libpulse0 libqrencode4
libquadmath0 librabbitmq4 libraw1394-11 librubberband2 libsamplerate0
libsbc1 libsdl2-2.0-0 libsecret-common libserd-0-0 libshine3 libshout3
libslang2 libsnappy1v5 libsndfile1 libsndio7.0 libsord-0-0 libsoundtouch1
libsoup-3.0-common libsoup2.4-1 libsoup2.4-common libsoxr0 libspandsp2
libspeex1 libsphinxbase3 libsratom-0-0 libsrt1.4-gnutls libsrtp2-1
libssh-gcrypt-4 libstdc++6 libswresample3 libswscale5 libtag1v5
libtag1v5-vanilla libtheora0 libtwolame0 libubsan1 libudfread0 libusb-1.0-0
libv4l-0 libv4lconvert0 libva-drm2 libva-x11-2 libva2 libvdpau1
libvidstab1.1 libvisual-0.4-0 libvo-aacenc0 libvo-amrwbenc0 libvorbis0a
libvorbisenc2 libvorbisfile3 libvpx7 libwavpack1 libwebpmux3
libwebrtc-audio-processing1 libwildmidi2 libx265-199 libxfont2 libxvidcore4
libyuv0 libzbar0 libzimg2 libzmq5 libzvbi-common libzvbi0 libzxingcore1
ocl-icd-libopencl1 timgm6mb-soundfont x11-xkb-utils xserver-common
Suggested packages:
ispell | aspell | hunspell wordlist ffmpeg-doc frei0r-plugins gvfs hunspell
openoffice.org-hunspell | openoffice.org-core aspell libcuda1 libnvcuvid1
libnvidia-encode1 libbluray-bdj libdv-bin oss-compat libdvdcss2
libenchant-2-voikko libvisual-0.4-plugins gstreamer1.0-tools
libgtk-4-media-gstreamer | libgtk-4-media-ffmpeg jackd2 gnome-shell
| notification-daemon libportaudio2 opus-tools pulseaudio libraw1394-doc
serdi sndiod sordi speex libwildmidi-config opencl-icd fluid-soundfont-gm
Recommended packages:
gstreamer1.0-x aspell-en | aspell-dictionary | aspell6a-dictionary libaacs0
libdecor-0-plugin-1-cairo | libdecor-0-plugin-1 enchant-2 gstreamer1.0-gl
libgtk-4-bin pocketsphinx-en-us va-driver-all | va-driver vdpau-driver-all
| vdpau-driver libmagickcore-6.q16-6-extra xfonts-base
The following NEW packages will be installed:
dictionaries-common ffmpeg fonts-freefont-ttf fonts-liberation
fonts-noto-color-emoji fonts-unifont fonts-wqy-zenhei glib-networking
glib-networking-common glib-networking-services gstreamer1.0-libav
gstreamer1.0-plugins-bad gstreamer1.0-plugins-base gstreamer1.0-plugins-good
hunspell-en-us libaa1 libabsl20210324 libaom3 libaspell15 libass9
libasyncns0 libavc1394-0 libavcodec58 libavdevice58 libavfilter7
libavformat58 libavif13 libavutil56 libblas3 libbluray2 libbs2b0 libcaca0
libcairo-script-interpreter2 libcdio-cdda2 libcdio-paranoia2 libcdio19
libcdparanoia0 libchromaprint1 libcodec2-1.0 libdav1d5 libdbus-glib-1-2
libdc1394-25 libdca0 libde265-0 libdecor-0-0 libdv4 libdvdnav4 libdvdread8
libegl-mesa0 libegl1 libenchant-2-2 libevdev2 libevent-2.1-7 libfaad2
libffi7 libflac8 libflite1 libfluidsynth3 libfreeaptx0 libgav1-0 libgbm1
libgfortran5 libgles2 libgme0 libgraphene-1.0-0 libgsm1 libgssdp-1.2-0
libgstreamer-gl1.0-0 libgstreamer-plugins-bad1.0-0
libgstreamer-plugins-base1.0-0 libgstreamer-plugins-good1.0-0 libgtk-4-1
libgtk-4-common libgudev-1.0-0 libgupnp-1.2-1 libgupnp-igd-1.0-4
libharfbuzz-icu0 libhunspell-1.7-0 libhyphen0 libiec61883-0 libilmbase25
libinstpatch-1.0-2 libjack-jackd2-0 libjson-glib-1.0-0
libjson-glib-1.0-common libkate1 liblapack3 libldacbt-enc2 liblilv-0-0
libltc11 liblzo2-2 libmanette-0.2-0 libmfx1 libmjpegutils-2.1-0 libmodplug1
libmp3lame0 libmpcdec6 libmpeg2encpp-2.1-0 libmpg123-0 libmplex2-2.1-0
libmysofa1 libnice10 libnorm1 libnotify4 libnspr4 libnss3 libnuma1 libogg0
libopenal-data libopenal1 libopenexr25 libopengl0 libopenh264-6 libopenmpt0
libopenni2-0 libopus0 liborc-0.4-0 libpgm-5.3-0 libpocketsphinx3
libpostproc55 libproxy1v5 libpulse0 libqrencode4 librabbitmq4 libraw1394-11
librubberband2 libsamplerate0 libsbc1 libsdl2-2.0-0 libsecret-1-0
libsecret-common libserd-0-0 libshine3 libshout3 libslang2 libsnappy1v5
libsndfile1 libsndio7.0 libsord-0-0 libsoundtouch1 libsoup-3.0-0
libsoup-3.0-common libsoup2.4-1 libsoup2.4-common libsoxr0 libspandsp2
libspeex1 libsphinxbase3 libsratom-0-0 libsrt1.4-gnutls libsrtp2-1
libssh-gcrypt-4 libswresample3 libswscale5 libtag1v5 libtag1v5-vanilla
libtheora0 libtwolame0 libudfread0 libusb-1.0-0 libv4l-0 libv4lconvert0
libva-drm2 libva-x11-2 libva2 libvdpau1 libvidstab1.1 libvisual-0.4-0
libvo-aacenc0 libvo-amrwbenc0 libvorbis0a libvorbisenc2 libvorbisfile3
libvpx7 libwavpack1 libwayland-server0 libwebpdemux2 libwebpmux3
libwebrtc-audio-processing1 libwildmidi2 libx264-163 libx265-199 libxfont2
libxslt1.1 libxvidcore4 libyuv0 libzbar0 libzimg2 libzmq5 libzvbi-common
libzvbi0 libzxingcore1 ocl-icd-libopencl1 timgm6mb-soundfont x11-xkb-utils
xfonts-cyrillic xfonts-scalable xserver-common xvfb
The following packages will be upgraded:
gcc-12-base libatomic1 libcc1-0 libfreetype6 libgcc-s1 libglib2.0-0
libglib2.0-bin libgomp1 libgstreamer1.0-0 libitm1 liblsan0 libquadmath0
libstdc++6 libubsan1
14 upgraded, 199 newly installed, 0 to remove and 147 not upgraded.
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Get:16 http://archive.ubuntu.com/ubuntu jammy/main amd64 dictionaries-common all 1.28.14 [185 kB]
Get:17 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 libaom3 amd64 3.3.0-1ubuntu0.1 [1748 kB]
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...
Setting up ffmpeg (7:4.4.2-0ubuntu0.22.04.1) ...
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Downloading Chromium 140.0.7339.16 (playwright build v1187) from https://cdn.playwright.dev/dbazure/download/playwright/builds/chromium/1187/chromium-linux.zip
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Chromium 140.0.7339.16 (playwright build v1187) downloaded to /root/.cache/ms-playwright/chromium-1187
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FFMPEG playwright build v1011 downloaded to /root/.cache/ms-playwright/ffmpeg-1011
Downloading Chromium Headless Shell 140.0.7339.16 (playwright build v1187) from https://cdn.playwright.dev/dbazure/download/playwright/builds/chromium/1187/chromium-headless-shell-linux.zip
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Chromium Headless Shell 140.0.7339.16 (playwright build v1187) downloaded to /root/.cache/ms-playwright/chromium_headless_shell-1187
Running shell init, which:
- modifies RC file: "/root/.bashrc"
- generates config for root prefix: "/root/miniforge3"
- sets mamba executable to: "/root/miniforge3/bin/mamba"
The following has been added in your "/root/.bashrc" file
>>> mamba initialize >>>
!! Contents within this block are managed by 'mamba shell init' !!
export MAMBA_EXE='/root/miniforge3/bin/mamba';
export MAMBA_ROOT_PREFIX='/root/miniforge3';
__mamba_setup="$("$MAMBA_EXE" shell hook --shell bash --root-prefix "$MAMBA_ROOT_PREFIX" 2> /dev/null)"
if [ $? -eq 0 ]; then
eval "$__mamba_setup"
else
alias mamba="$MAMBA_EXE" # Fallback on help from mamba activate
fi
unset __mamba_setup
<<< mamba initialize <<<
- apt-get clean
- rm -rf /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-backports_InRelease /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-backports_main_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-backports_universe_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-updates_InRelease /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-updates_main_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-updates_multiverse_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-updates_restricted_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy-updates_universe_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy_InRelease /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy_main_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy_multiverse_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy_restricted_binary-amd64_Packages.lz4 /var/lib/apt/lists/archive.ubuntu.com_ubuntu_dists_jammy_universe_binary-amd64_Packages.lz4 /var/lib/apt/lists/auxfiles /var/lib/apt/lists/lock /var/lib/apt/lists/partial /var/lib/apt/lists/security.ubuntu.com_ubuntu_dists_jammy-security_InRelease /var/lib/apt/lists/security.ubuntu.com_ubuntu_dists_jammy-security_main_binary-amd64_Packages.lz4 /var/lib/apt/lists/security.ubuntu.com_ubuntu_dists_jammy-security_multiverse_binary-amd64_Packages.lz4 /var/lib/apt/lists/security.ubuntu.com_ubuntu_dists_jammy-security_restricted_binary-amd64_Packages.lz4 /var/lib/apt/lists/security.ubuntu.com_ubuntu_dists_jammy-security_universe_binary-amd64_Packages.lz4 /tmp/autograder.zip /tmp/dumb-init_1.2.0_amd64.deb /tmp/pandoc.deb '/var/tmp/*'
---> Removed intermediate container ecd84da055a0
---> 70c74193f256
Successfully built 70c74193f256
Successfully tagged 405699249069.dkr.ecr.us-west-2.amazonaws.com/production-autograders-0053:us-prod-docker_image-549453