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christianbirchler-org / sdc-testing-competition

🚗💻 Tool Competition: Test Selection for Self-driving Cars in Simulation
https://conf.researchr.org/home/icst-2025
GNU General Public License v3.0
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Missing scikit-learn Dependency in Docker Image #26

Open FasihMunirMalik opened 1 week ago

FasihMunirMalik commented 1 week ago

Description:
A recent update introduced the use of scikit-learn in the evaluation.py file, specifically functions like pairwise_distances from sklearn.metrics.pairwise. However, scikit-learn is not currently installed in the Evaluator Docker image, which leads to an import error when running the container.

Steps to Reproduce:

  1. Build latest Docker image.
  2. Run the container.
  3. Observe the import error for scikit-learn.

Current Behavior:
Running the Docker container results in an error indicating that scikit-learn is missing.

Expected Behavior:
The Docker image should have scikit-learn installed so that functions like pairwise_distances work without errors.

Suggested Fix:
Add scikit-learn to the Evaluator Dockerfile. For example, you could include:

   RUN pip install scikit-learn

This would ensure that scikit-learn is available in the container, allowing for successful execution of scripts that depend on it.

Thank you for addressing this issue!

ChristianBirchler commented 1 week ago

Thanks for the suggestion @FasihMunirMalik!