ARG PYTHON_VERSION=3.8.13

FROM 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:1.12.1-cpu-py38-ubuntu20.04-sagemaker

# PYTORCH_SKIP_CUDNN_COMPATIBILITY_CHECK - see https://github.com/autogluon/autogluon/issues/2534
ENV PYTORCH_SKIP_CUDNN_COMPATIBILITY_CHECK=1

LABEL maintainer="Amazon AI"
LABEL dlc_major_version="1"

# Install dependencies
RUN apt-get update \
 && apt-get -y upgrade \
 && apt-get install -y --no-install-recommends \
 && apt-get autoremove -y \
 && apt-get clean \
 && rm -rf /var/lib/apt/lists/*

ARG AUTOGLUON_VERSION=0.6.2

# NOTE: reinstalling horovod with pytorch support because it is available in the container
# Updating certifi - https://pyup.io/p/pypi/certifi/2ff/
RUN pip install --no-cache-dir -U --trusted-host pypi.org --trusted-host files.pythonhosted.org pip \
 && pip install --no-cache-dir -U setuptools wheel \
 && pip install --no-cache-dir -U numpy numba \
 && pip install --no-cache-dir -U certifi \
 && pip install --no-cache-dir -U autogluon==${AUTOGLUON_VERSION} \
 && mim install -q mmcv-full \
 && pip install --no-cache-dir -U mmdet

# Removing GluonTS nursery/tsbench package - it is not used in training/inference and have security vulnerabilities
RUN rm -rf /usr/local/lib/python3.8/dist-packages/gluonts/nursery/tsbench

# Remove these JAR files to address security issues; these are not used if only python package is used
RUN rm -rf /usr/local/lib/python3.8/dist-packages/ray/jars \
 && rm -rf /opt/conda/lib/python3.8/site-packages/ray/jars

RUN HOME_DIR=/root \
 && curl -o ${HOME_DIR}/oss_compliance.zip https://aws-dlinfra-utilities.s3.amazonaws.com/oss_compliance.zip \
 && unzip ${HOME_DIR}/oss_compliance.zip -d ${HOME_DIR}/ \
 && cp ${HOME_DIR}/oss_compliance/test/testOSSCompliance /usr/local/bin/testOSSCompliance \
 && chmod +x /usr/local/bin/testOSSCompliance \
 && chmod +x ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh \
 && ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh ${HOME_DIR} python \
 && rm -rf ${HOME_DIR}/oss_compliance*

RUN curl -o /licenses-autogluon.txt https://autogluon.s3.us-west-2.amazonaws.com/licenses/THIRD-PARTY-LICENSES.txt

CMD ["/bin/bash"]