working image for pymc-marketing pre installed env

Dockerfile

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+# Start with the official Debian base image
+FROM jupyter/minimal-notebook:latest
+SHELL ["/bin/bash", "-o", "pipefail", "-c"]
+
+USER root
+
+# Update the system and install necessary packages
+RUN apt-get update && apt-get install -y \
+    curl \
+    bzip2 \
+    build-essential
+
+# Set the working directory
+WORKDIR /app
+
+# Download and install Miniconda (ARM64 version)
+RUN curl -LO https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-aarch64.sh
+RUN bash Miniforge3-Linux-aarch64.sh -p /miniconda -b
+RUN rm Miniforge3-Linux-aarch64.sh
+ENV PATH=/miniconda/bin:${PATH}
+RUN conda update -y conda
+
+# Create a new Conda environment and install a package
+RUN conda create -n pymc_marketing python=3.10 -y && \
+    conda init bash && \
+    echo "conda activate pymc_marketing" >> ~/.bashrc && \
+    /bin/bash -c ". /root/.bashrc; \
+                  conda install -c conda-forge pymc-marketing ipykernel -y; \
+                  python -m ipykernel install --user --name=pymc-marketing;"
+
+# Create the directory with correct permissions
+RUN mkdir -p /home/jovyan/.local/share/jupyter/runtime && \
+    chown -R jovyan:users /home/jovyan/.local/share/jupyter
+
+# Switch back to jovyan user
+USER jovyan
+
+WORKDIR /home/jovyan/work
+
+# Set the default command to start the notebook server
+CMD ["start-notebook.sh", "--NotebookApp.token=''", "--NotebookApp.password=''", "--allow-root"]