Dockerfile

FROM continuumio/miniconda3

WORKDIR /home/app

RUN useradd -m mlflowuser
RUN mkdir -p /home/app/artifacts && \
    chown mlflowuser:mlflowuser /home/app/artifacts && \
    chmod 755 /home/app/artifacts


RUN apt-get update
RUN apt-get install nano unzip
RUN apt install curl -y

RUN curl -fsSL https://get.deta.dev/cli.sh | sh

RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
RUN unzip awscliv2.zip
RUN ./aws/install

COPY requirements.txt /dependencies/requirements.txt
RUN pip install -r /dependencies/requirements.txt

ENV AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID
ENV AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY
ENV BACKEND_STORE_URI=$BACKEND_STORE_URI
ENV ARTIFACT_ROOT=$ARTIFACT_ROOT

CMD mlflow server -p $PORT \
    --host 0.0.0.0 \
    --backend-store-uri $BACKEND_STORE_URI \
    --default-artifact-root $ARTIFACT_ROOT