osuai (sha256:e32b967a726508329538df5a7ad09ba773accccd90ff3fddc5360ecd820c1c00)

Published 2026-07-26 15:33:42 +03:00 by keijia

Installation

docker pull git.keijia.cyou/keijia/osuai@sha256:e32b967a726508329538df5a7ad09ba773accccd90ff3fddc5360ecd820c1c00
sha256:e32b967a726508329538df5a7ad09ba773accccd90ff3fddc5360ecd820c1c00

About this package

Lazer-first osu!standard skill analyzer and farm recommender

Image layers

# debian.sh --arch 'amd64' out/ 'bookworm' '@1783900800'
ENV PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
ENV LANG=C.UTF-8
RUN /bin/sh -c set -eux; apt-get update; apt-get install -y --no-install-recommends ca-certificates netbase tzdata ; rm -rf /var/lib/apt/lists/* # buildkit
ENV GPG_KEY=7169605F62C751356D054A26A821E680E5FA6305
ENV PYTHON_VERSION=3.12.13
ENV PYTHON_SHA256=c08bc65a81971c1dd5783182826503369466c7e67374d1646519adf05207b684
RUN /bin/sh -c set -eux; savedAptMark="$(apt-mark showmanual)"; apt-get update; apt-get install -y --no-install-recommends dpkg-dev gcc gnupg libbluetooth-dev libbz2-dev libc6-dev libdb-dev libffi-dev libgdbm-dev liblzma-dev libncursesw5-dev libreadline-dev libsqlite3-dev libssl-dev make tk-dev uuid-dev wget xz-utils zlib1g-dev ; wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; echo "$PYTHON_SHA256 *python.tar.xz" | sha256sum -c -; wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; gpg --batch --keyserver hkps://keys.openpgp.org --recv-keys "$GPG_KEY"; gpg --batch --verify python.tar.xz.asc python.tar.xz; gpgconf --kill all; rm -rf "$GNUPGHOME" python.tar.xz.asc; mkdir -p /usr/src/python; tar --extract --directory /usr/src/python --strip-components=1 --file python.tar.xz; rm python.tar.xz; cd /usr/src/python; gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)"; ./configure --build="$gnuArch" --enable-loadable-sqlite-extensions --enable-optimizations --enable-option-checking=fatal --enable-shared $(test "${gnuArch%%-*}" != 'riscv64' && echo '--with-lto') --with-ensurepip ; nproc="$(nproc)"; EXTRA_CFLAGS="$(dpkg-buildflags --get CFLAGS)"; LDFLAGS="$(dpkg-buildflags --get LDFLAGS)"; LDFLAGS="${LDFLAGS:-} -Wl,--strip-all"; arch="$(dpkg --print-architecture)"; arch="${arch##*-}"; case "$arch" in amd64|arm64) EXTRA_CFLAGS="${EXTRA_CFLAGS:-} -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer"; ;; i386) ;; *) EXTRA_CFLAGS="${EXTRA_CFLAGS:-} -fno-omit-frame-pointer"; ;; esac; make -j "$nproc" "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" "LDFLAGS=${LDFLAGS:-}" ; rm python; make -j "$nproc" "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" "LDFLAGS=${LDFLAGS:-} -Wl,-rpath='\$\$ORIGIN/../lib'" python ; make install; cd /; rm -rf /usr/src/python; find /usr/local -depth \( \( -type d -a \( -name test -o -name tests -o -name idle_test \) \) -o \( -type f -a \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' \) \) \) -exec rm -rf '{}' + ; ldconfig; apt-mark auto '.*' > /dev/null; apt-mark manual $savedAptMark; find /usr/local -type f -executable -not \( -name '*tkinter*' \) -exec ldd '{}' ';' | awk '/=>/ { so = $(NF-1); if (index(so, "/usr/local/") == 1) { next }; gsub("^/(usr/)?", "", so); printf "*%s\n", so }' | sort -u | xargs -rt dpkg-query --search | awk 'sub(":$", "", $1) { print $1 }' | sort -u | xargs -r apt-mark manual ; apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; rm -rf /var/lib/apt/lists/*; export PYTHONDONTWRITEBYTECODE=1; python3 --version; pip3 --version # buildkit
RUN /bin/sh -c set -eux; for src in idle3 pip3 pydoc3 python3 python3-config; do dst="$(echo "$src" | tr -d 3)"; [ -s "/usr/local/bin/$src" ]; [ ! -e "/usr/local/bin/$dst" ]; ln -svT "$src" "/usr/local/bin/$dst"; done # buildkit
CMD ["python3"]
ARG TORCH_VERSION=2.9.1+cpu
ARG LAZER_COMMIT=1164870d12bd5b9714bbffa97e809bee33458799
ARG RESPONSE_RUN_ID=dc08bd7231985067edb211bf04c550df1aad50f0ec16a79248f1410ae67f51cf
ARG SKILL_SCALE_ID=68f569bd44a20df7d8db9d6a010a61822eb7a535ff393f4f49107c8294daaee6
ARG RESPONSE_SNAPSHOT_ID=b4a3a7f2b8f633134be8ae16ddd26a8cab6137504711cb147aaf37bf11d2622d
ARG OSU_PPS_COMMIT=246e5b276d71e95d1c9e5cc63774b6e1fdf4a947
ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1 PIP_DISABLE_PIP_VERSION_CHECK=1 DOTNET_ROOT=/usr/share/dotnet DOTNET_CLI_HOME=/tmp/dotnet DOTNET_SKIP_FIRST_TIME_EXPERIENCE=1 DOTNET_NOLOGO=1
RUN |6 TORCH_VERSION=2.9.1+cpu LAZER_COMMIT=1164870d12bd5b9714bbffa97e809bee33458799 RESPONSE_RUN_ID=dc08bd7231985067edb211bf04c550df1aad50f0ec16a79248f1410ae67f51cf SKILL_SCALE_ID=68f569bd44a20df7d8db9d6a010a61822eb7a535ff393f4f49107c8294daaee6 RESPONSE_SNAPSHOT_ID=b4a3a7f2b8f633134be8ae16ddd26a8cab6137504711cb147aaf37bf11d2622d OSU_PPS_COMMIT=246e5b276d71e95d1c9e5cc63774b6e1fdf4a947 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends ca-certificates libfontconfig1 libfreetype6 libgl1 libgomp1 libicu72 libssl3 zlib1g && rm -rf /var/lib/apt/lists/* # buildkit
COPY /usr/share/dotnet /usr/share/dotnet # buildkit
RUN |6 TORCH_VERSION=2.9.1+cpu LAZER_COMMIT=1164870d12bd5b9714bbffa97e809bee33458799 RESPONSE_RUN_ID=dc08bd7231985067edb211bf04c550df1aad50f0ec16a79248f1410ae67f51cf SKILL_SCALE_ID=68f569bd44a20df7d8db9d6a010a61822eb7a535ff393f4f49107c8294daaee6 RESPONSE_SNAPSHOT_ID=b4a3a7f2b8f633134be8ae16ddd26a8cab6137504711cb147aaf37bf11d2622d OSU_PPS_COMMIT=246e5b276d71e95d1c9e5cc63774b6e1fdf4a947 /bin/sh -c ln -s /usr/share/dotnet/dotnet /usr/bin/dotnet # buildkit
COPY requirements.web.lock /tmp/requirements.web.lock # buildkit
RUN |6 TORCH_VERSION=2.9.1+cpu LAZER_COMMIT=1164870d12bd5b9714bbffa97e809bee33458799 RESPONSE_RUN_ID=dc08bd7231985067edb211bf04c550df1aad50f0ec16a79248f1410ae67f51cf SKILL_SCALE_ID=68f569bd44a20df7d8db9d6a010a61822eb7a535ff393f4f49107c8294daaee6 RESPONSE_SNAPSHOT_ID=b4a3a7f2b8f633134be8ae16ddd26a8cab6137504711cb147aaf37bf11d2622d OSU_PPS_COMMIT=246e5b276d71e95d1c9e5cc63774b6e1fdf4a947 /bin/sh -c python -m pip install --no-cache-dir --require-hashes --requirement /tmp/requirements.web.lock && python -m pip install --no-cache-dir --index-url https://download.pytorch.org/whl/cpu "torch==${TORCH_VERSION}" && rm /tmp/requirements.web.lock # buildkit
COPY /output/wheels /tmp/wheels # buildkit
RUN |6 TORCH_VERSION=2.9.1+cpu LAZER_COMMIT=1164870d12bd5b9714bbffa97e809bee33458799 RESPONSE_RUN_ID=dc08bd7231985067edb211bf04c550df1aad50f0ec16a79248f1410ae67f51cf SKILL_SCALE_ID=68f569bd44a20df7d8db9d6a010a61822eb7a535ff393f4f49107c8294daaee6 RESPONSE_SNAPSHOT_ID=b4a3a7f2b8f633134be8ae16ddd26a8cab6137504711cb147aaf37bf11d2622d OSU_PPS_COMMIT=246e5b276d71e95d1c9e5cc63774b6e1fdf4a947 /bin/sh -c python -m pip install --no-cache-dir --no-deps /tmp/wheels/osuai-*.whl && rm -rf /tmp/wheels # buildkit
COPY /output/lazer /opt/osuai/bridge # buildkit
COPY docker/runtime /opt/osuai/runtime # buildkit
COPY tests/fixtures/nonfinite-slider.osu /opt/osuai/smoke/nonfinite-slider.osu # buildkit
COPY scripts/smoke_hosted_lazer.py /opt/osuai/smoke/smoke_hosted_lazer.py # buildkit
RUN |6 TORCH_VERSION=2.9.1+cpu LAZER_COMMIT=1164870d12bd5b9714bbffa97e809bee33458799 RESPONSE_RUN_ID=dc08bd7231985067edb211bf04c550df1aad50f0ec16a79248f1410ae67f51cf SKILL_SCALE_ID=68f569bd44a20df7d8db9d6a010a61822eb7a535ff393f4f49107c8294daaee6 RESPONSE_SNAPSHOT_ID=b4a3a7f2b8f633134be8ae16ddd26a8cab6137504711cb147aaf37bf11d2622d OSU_PPS_COMMIT=246e5b276d71e95d1c9e5cc63774b6e1fdf4a947 /bin/sh -c cd /opt/osuai/runtime && sha256sum --check SHA256SUMS && cd /opt/osuai/runtime/models && ln -s "response-runs/${RESPONSE_RUN_ID}" response-run && ln -s "skill-scales/${SKILL_SCALE_ID}" skill-scale && ln -s "response-datasets/${RESPONSE_SNAPSHOT_ID}" response-snapshot && ln -s "osu-pps-snapshots/${OSU_PPS_COMMIT}" osu-pps && python /opt/osuai/smoke/smoke_hosted_lazer.py --dotnet /usr/bin/dotnet --bridge /opt/osuai/bridge/OsuAI.LazerBridge.dll --beatmap /opt/osuai/smoke/nonfinite-slider.osu --expected-lazer-commit "${LAZER_COMMIT}" && osuai web verify-runtime --training-run /opt/osuai/runtime/models/response-run --skill-scale /opt/osuai/runtime/models/skill-scale --response-snapshot /opt/osuai/runtime/models/response-snapshot --osu-pps-snapshot /opt/osuai/runtime/models/osu-pps --dotnet /usr/bin/dotnet --bridge /opt/osuai/bridge/OsuAI.LazerBridge.dll --raw-root /tmp/osuai-runtime-verification/raw --work-root /tmp/osuai-runtime-verification/work --device cpu && rm -rf /tmp/osuai-runtime-verification # buildkit
RUN |6 TORCH_VERSION=2.9.1+cpu LAZER_COMMIT=1164870d12bd5b9714bbffa97e809bee33458799 RESPONSE_RUN_ID=dc08bd7231985067edb211bf04c550df1aad50f0ec16a79248f1410ae67f51cf SKILL_SCALE_ID=68f569bd44a20df7d8db9d6a010a61822eb7a535ff393f4f49107c8294daaee6 RESPONSE_SNAPSHOT_ID=b4a3a7f2b8f633134be8ae16ddd26a8cab6137504711cb147aaf37bf11d2622d OSU_PPS_COMMIT=246e5b276d71e95d1c9e5cc63774b6e1fdf4a947 /bin/sh -c groupadd --gid 10001 osuai && useradd --uid 10001 --gid 10001 --home-dir /var/lib/osuai --create-home --shell /usr/sbin/nologin osuai && install -d -o osuai -g osuai /var/lib/osuai/acquisition /var/lib/osuai/profiles /var/lib/osuai/results /var/lib/osuai/work # buildkit
USER 10001:10001
WORKDIR /var/lib/osuai
EXPOSE map[8765/tcp:{}]
ARG VCS_REF=unknown
LABEL org.opencontainers.image.title=osu!AI recommender org.opencontainers.image.description=Lazer-first osu!standard skill analyzer and farm recommender org.opencontainers.image.source=https://git.keijia.cyou/keijia/OsuAI org.opencontainers.image.revision=8fc43a54893856820d7692cba27b69e0668a42da
STOPSIGNAL SIGTERM
ENTRYPOINT ["osuai"]
CMD ["web" "serve-hosted" "--host" "0.0.0.0" "--port" "8765"]

Labels

Key Value
org.opencontainers.image.description Lazer-first osu!standard skill analyzer and farm recommender
org.opencontainers.image.revision 8fc43a54893856820d7692cba27b69e0668a42da
org.opencontainers.image.source https://git.keijia.cyou/keijia/OsuAI
org.opencontainers.image.title osu!AI recommender
Details
Container
2026-07-26 15:33:42 +03:00
2
OCI / Docker
linux/amd64
740 MiB
Versions (3) View all