Tim
07/30/2024, 5:48 PMMarvin
07/30/2024, 5:49 PMDockerfile
# Use a different base image, e.g., Python 3.10
FROM python:3.10
# Set environment variables
ENV PREFECT_API_URL <http://my-prefect-api-url>
# Set working directory
WORKDIR /usr/src/app
# Copy requirements file and install dependencies
COPY requirements.txt /usr/src/app/
RUN pip install --no-cache-dir -r requirements.txt
# Copy the rest of your application code
COPY . /usr/src/app
# Set the entrypoint for Prefect
ENTRYPOINT ["python", "-m", "prefect.engine"]
# Optionally set up additional commands or scripts
CMD ["--run"]
### Key Points:
1. Base Image: Use a custom base image like python:3.10
.
2. Environment Variables: Set any necessary environment variables like PREFECT_API_URL
.
3. Working Directory: Set the working directory to the desired path.
4. Dependencies: Install dependencies from requirements.txt
.
5. Application Code: Copy the application code to the image.
6. Entrypoint: Define the entry point for running Prefect tasks.
For more details, refer to the following sources:
- Official Prefect Documentation: Prefect Docker Deployments
- Prefect Blog on Dockerizing Python Applications: Blog Post
Feel free to tweak this Dockerfile according to your specific needs.