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[GSProcessing] SagMaker image for v0.2.1
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graphstorm-processing/docker/0.2.1/sagemaker/Dockerfile.cpu
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# syntax=docker/dockerfile:experimental | ||
FROM 153931337802.dkr.ecr.us-west-2.amazonaws.com/sagemaker-spark-processing:3.4-cpu-py39-v1.0 AS base | ||
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# Python won’t try to write .pyc or .pyo files on the import of source modules | ||
# Force stdin, stdout and stderr to be totally unbuffered. Good for logging | ||
ENV PYTHONDONTWRITEBYTECODE=1 | ||
ENV PYTHONUNBUFFERED=1 | ||
ENV PYTHONIOENCODING=UTF-8 | ||
ENV LANG=C.UTF-8 | ||
ENV LC_ALL=C.UTF-8 | ||
ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib" | ||
ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/conda/lib" | ||
ENV PATH=/opt/conda/bin:$PATH | ||
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# GSProcessing requirements | ||
RUN pipenv install pip==23.1.2 setuptools wheel spacy==3.6.0 pyspark==3.4.1 \ | ||
pyarrow==13.0.0 joblib==1.3.1 psutil==5.9.5 pandas==1.3.5 \ | ||
boto3==1.28.38 protobuf==3.20.3 mock==5.1.0 \ | ||
&& rm -rf /root/.cache | ||
# Do a pipenv sync so our base libs are independent from our editable code, making them cacheable | ||
RUN pipenv sync --system && python3 -m spacy download en_core_web_lg \ | ||
&& rm -rf /root/.cache | ||
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# Graphloader codebase | ||
COPY code/ /usr/lib/spark/code/ | ||
WORKDIR /usr/lib/spark/code/ | ||
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# Base container assumes this is the workdir | ||
ENV SPARK_HOME /usr/lib/spark | ||
WORKDIR $SPARK_HOME | ||
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# Ensure our python3 installation is the one used | ||
RUN echo 'alias python3=python3.9' >> ~/.bashrc | ||
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# Starts framework | ||
ENTRYPOINT ["bash", "/usr/lib/spark/code/docker-entry.sh"] | ||
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FROM base AS prod | ||
RUN python3 -m pip install /usr/lib/spark/code/graphstorm_processing-*.whl && \ | ||
rm /usr/lib/spark/code/graphstorm_processing-*.whl | ||
CMD ["gs-processing"] | ||
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FROM base AS test | ||
RUN python3 -m pip install /usr/lib/spark/code/graphstorm-processing/ | ||
CMD ["sh", "-c", "pytest ./code/tests/"] |