Dockerfile

# Use Miniconda as the base image
FROM continuumio/miniconda3:latest

# Set the working directory in the container
WORKDIR /app

# Copy the environment file and application code to the container
COPY environment.yaml /app/environment.yaml
COPY . /app

# Create the Conda environment
RUN conda env create -f environment.yaml

# Activate the environment and ensure it is used by default
RUN echo "conda activate $(head -n 1 environment.yaml | cut -d' ' -f2)" >> ~/.bashrc
ENV PATH /opt/conda/envs/$(head -n 1 environment.yaml | cut -d' ' -f2)/bin:$PATH

# Expose the port your FastAPI app will run on (e.g., 8000)
EXPOSE 8000

# Command to run your application
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]