FROM tensorflow/tensorflow:2.12.0-gpu

WORKDIR /app

# Configurar Jupyter para escribir en /tmp directamente
ENV JUPYTER_RUNTIME_DIR=/tmp
ENV JUPYTER_DATA_DIR=/tmp
ENV JUPYTER_CONFIG_DIR=/tmp

# Instalar dependencias
COPY requirements.txt .
RUN pip install --upgrade pip && pip install -r requirements.txt

# Copiar código del notebook
COPY . .

# Ejecutar Jupyter Notebook
CMD ["jupyter", "notebook", \
     "--ip=0.0.0.0", \
     "--allow-root", \
     "--NotebookApp.token=''", \
     "--NotebookApp.password=''", \
     "--NotebookApp.notebook_dir=/app", \
     "--no-browser"]