Steven Schmatz
02/06/2024, 10:23 PMScout
02/06/2024, 10:23 PMpyproject.toml
and pdm.lock
files into the container. 4. Use PDM to install your project dependencies. For the actual commands and a Dockerfile that uses PDM, you would need to refer to PDM's documentation or other resources specific to PDM for guidance on how to use it within a Docker container. If you have any questions specific to Dagster or need assistance with Dagster's Docker integration, feel free to ask, and I'll do my best to provide information based on the documentation.Steven Schmatz
02/09/2024, 12:32 AMSteven Schmatz
02/09/2024, 12:32 AMScout
02/09/2024, 12:32 AMDockerfile # Use an official Python runtime as a parent image FROM python:3.8-slim # Set the working directory in the container WORKDIR /usr/src/app # Install PDM RUN pip install pdm # Copy the PDM configuration files COPY pyproject.toml pdm.lock ./ # Install the project dependencies RUN pdm install --prod # Copy the rest of your application's code COPY . . # Run any other necessary commands, such as setting environment variables # Specify the command to run your application, e.g., if you have a script to run: CMD ["pdm", "run", "my_dagster_script"]
This Dockerfile does the following: 1. Starts from a base Python image. 2. Sets the working directory. 3. Installs PDM using pip. 4. Copies the pyproject.toml
and pdm.lock
files to the container. 5. Installs the dependencies specified in the lock file without the dev dependencies. 6. Copies the rest of your application's code to the container. 7. Specifies the command to run your application. Please adjust the COPY
and CMD
instructions as needed for your specific application structure and entry point. Remember, this is a general template, and you may need to customize it further based on your project's requirements. For example, if you need to install system dependencies or configure environment variables, you would add the necessary RUN
and ENV
instructions to the Dockerfile. If you have any further questions or need assistance with specific Dagster-related Docker configurations, please let me know!Steven Schmatz
02/09/2024, 12:34 AMScout
02/09/2024, 12:34 AMdagit
for the development environment to serve the web interface or dagster
CLI to execute your pipelines directly. Here's an updated example of the CMD
directive in the Dockerfile that runs a Dagster pipeline using the dagster
CLI: Dockerfile # ... (previous Dockerfile contents) # Specify the command to run your Dagster pipeline CMD ["dagster", "pipeline", "execute", "-f", "my_pipeline.py", "-a", "my_pipeline"]
In this example, -f
specifies the file where your pipeline is defined, and -a
specifies the function that constructs your pipeline. Replace my_pipeline.py
and my_pipeline
with the actual filename and function name of your pipeline definition. Alternatively, if you want to run Dagit, the web interface for Dagster, you could use: Dockerfile # ... (previous Dockerfile contents) # Specify the command to run Dagit CMD ["dagit", "-h", "0.0.0.0"]
This command starts Dagit and makes it available on all network interfaces inside the container, which is typically what you want when running inside a Docker container. Please replace these placeholders with the actual commands and parameters that are appropriate for your Dagster project.