Dockerfile

# ==================================================================================
#   Copyright (c) 2020 Samsung Electronics Co., Ltd. All Rights Reserved.
#
#   Licensed under the Apache License, Version 2.0 (the "License");
#   you may not use this file except in compliance with the License.
#   You may obtain a copy of the License at
#
#          http://www.apache.org/licenses/LICENSE-2.0
#
#   Unless required by applicable law or agreed to in writing, software
#   distributed under the License is distributed on an "AS IS" BASIS,
#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
#   See the License for the specific language governing permissions and
#   limitations under the License.
# ==================================================================================
#Python 3.11 miniconda
FROM continuumio/miniconda3:23.10.0-1

# RMR setup
RUN mkdir -p /opt/route/

# sdl uses hiredis which needs gcc
RUN apt update && apt install -y gcc musl-dev

# copy rmr libraries from builder image in lieu of an Alpine package
ARG RMRVERSION=4.9.0
RUN wget --content-disposition https://packagecloud.io/o-ran-sc/release/packages/debian/stretch/rmr_${RMRVERSION}_amd64.deb/download.deb && dpkg -i rmr_${RMRVERSION}_amd64.deb
RUN wget --content-disposition https://packagecloud.io/o-ran-sc/release/packages/debian/stretch/rmr-dev_${RMRVERSION}_amd64.deb/download.deb && dpkg -i rmr-dev_${RMRVERSION}_amd64.deb
RUN rm -f rmr_${RMRVERSION}_amd64.deb rmr-dev_${RMRVERSION}_amd64.deb

ENV LD_LIBRARY_PATH /usr/local/lib/:/usr/local/lib64
ENV C_INCLUDE_PATH /usr/local/include
COPY init/test_route.rt /opt/route/test_route.rt
ENV RMR_SEED_RT /opt/route/test_route.rt

RUN pip install torch==2.3.1+cpu -f https://download.pytorch.org/whl/torch_stable.html

# Install
COPY setup.py /tmp
COPY README.md /tmp
COPY LICENSE /tmp/
COPY src/ /tmp/src
COPY init/ /tmp/init
RUN pip install /tmp

# Deploy model files
# COPY src/ai/deeplog/save/ /tmp/
COPY src/ai/autoencoder/data/autoencoder_model.pth /tmp/
COPY src/ai/lstm/save/lstm_multivariate_5g-mobiwatch_benign.pth.tar /tmp/

# Env - TODO- Configmap
ENV PYTHONUNBUFFERED 1
ENV CONFIG_FILE=/tmp/init/config-file.json

# For Default DB connection, modify for resp kubernetes env
ENV DBAAS_SERVICE_PORT=6379
ENV DBAAS_SERVICE_HOST=service-ricplt-dbaas-tcp.ricplt.svc.cluster.local

#Run
CMD PYTHONPATH=/src:/usr/lib/python3.11/site-packages/:$PYTHONPATH run-xapp.py