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Machine-Learning/app/dockerfile
2024-08-14 01:01:00 +08:00

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# Use an official Python runtime as a parent image
FROM python:3.9-slim
# Set the working directory in the container
WORKDIR /app
# Copy the requirements file into the container at /app
COPY requirements.txt .
# Install any dependencies specified in requirements.txt
RUN pip install --no-cache-dir -r requirements.txt
# Copy the model file into the container
COPY randomized_search_xgb_model-2.pkl /app/
# Copy the rest of the working directory contents into the container at /app
COPY . .
# Expose the port the app runs on
EXPOSE 8000
# Run the FastAPI application using Uvicorn
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]