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# Use an official Python runtime as a parent image
FROM python:3.9-slim
# Install system dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
gcc \
python3-dev \
wget \
&& rm -rf /var/lib/apt/lists/*
# Set environment variables
ENV PYTHONUNBUFFERED=1
ENV PYTHONIOENCODING=UTF-8
# Set working directory in the container
WORKDIR /app
# Copy the requirements file into the container
COPY requirements.txt /app/
# Install dependencies
RUN pip install --no-cache-dir -r requirements.txt
# Install data science packages
RUN pip install --no-cache-dir \
pandas \
scikit-learn \
matplotlib \
seaborn
# Copy the FastAPI app code into the container
COPY . /app
RUN chmod +x /app/download_data.sh
RUN /app/download_data.sh
# Expose the port FastAPI will run on
EXPOSE 7860
# Command to run the FastAPI app with Uvicorn
CMD ["uvicorn", "app.jupyter_api:app", "--host", "0.0.0.0", "--port", "7860"]
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