Dockerfile.lmes-job

FROM registry.access.redhat.com/ubi9/python-311@sha256:fccda5088dd13d2a3f2659e4c904beb42fc164a0c909e765f01af31c58affae3

USER root
RUN sed -i.bak 's/include-system-site-packages = false/include-system-site-packages = true/' /opt/app-root/pyvenv.cfg

USER default
WORKDIR /opt/app-root/src
RUN mkdir /opt/app-root/src/hf_home && chmod g+rwx /opt/app-root/src/hf_home
RUN mkdir /opt/app-root/src/output && chmod g+rwx /opt/app-root/src/output
RUN mkdir /opt/app-root/src/my_tasks && chmod g+rwx /opt/app-root/src/my_tasks
RUN mkdir -p /opt/app-root/src/my_catalogs/cards && chmod -R g+rwx /opt/app-root/src/my_catalogs
RUN mkdir -p /opt/app-root/src/.cache
ENV PATH="/opt/app-root/bin:/opt/app-root/src/.local/bin/:/opt/app-root/src/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"

# Clone the Git repository, check out v0.4.4 and install the Python package
RUN git clone https://github.com/opendatahub-io/lm-evaluation-harness.git && \
    cd lm-evaluation-harness &&  git checkout release-0.4.5 && \
    pip install --no-cache-dir --user -e .[api,ibm_watsonx_ai]

RUN git clone --branch odh-2.22 https://github.com/opendatahub-io/hf-evaluate.git /tmp/evaluate && \
    cp -R /tmp/evaluate/metrics/. . && \
    rm -Rf /tmp/evaluate

RUN python -c 'from lm_eval.tasks.unitxt import task; import os.path; print("class: !function " + task.__file__.replace("task.py", "task.Unitxt"))' > ./my_tasks/unitxt

ENV PYTHONPATH=/opt/app-root/src/.local/lib/python3.11/site-packages:/opt/app-root/src/lm-evaluation-harness:/opt/app-root/src:/opt/app-root/src/server
ENV HF_HOME=/opt/app-root/src/hf_home
ENV UNITXT_ARTIFACTORIES=/opt/app-root/src/my_catalogs

USER 65532:65532
CMD ["/opt/app-root/bin/python"]