Coursera-Build-Image.Dockerfile

USER root
RUN apt update \ 
    && apt install python3-pip -y     && apt install python3-venv -y     
USER coder

ENV VIRTUAL_ENV=/home/coder/venv
RUN python3 -m venv $VIRTUAL_ENV
ENV PATH="$VIRTUAL_ENV/bin:$PATH"
RUN pip install --no-cache-dir --upgrade pip \ 
    && pip install --no-cache-dir     black==22.3.0 click==8.1.3     pytest==7.1.3 \
    pytest-cov==4.0.0 \
    pylint==2.15.3 \
    boto3==1.24.87 \
    fastapi==0.85.0 \
    uvicorn==0.18.3 \
    jupyter==1.0.0 \
    pandas==1.5.0 \
    numpy==1.23.3 \
    scikit-learn==1.1.2 \
    matplotlib==3.6.0 \
    seaborn==0.12.0 \
    dask==2022.9.2 \
    geopy==2.2.0 \
    gradio==3.4.1 \
    streamlit==1.13.0 \
    protobuf==3.16.0 \
    onnx==1.12.0 \
    mlflow==1.29.0 \
    databricks==0.2 \
    databricks-cli==0.17.3 \
    databricks-sql-connector==2.1.0 \
    transformers==4.22.2 \
    datasets==2.5.2 \
    tokenizers==0.12.1 \
    torch==1.12.1 \
    torchvision==0.13.1 \
    tensorflow==2.10.0