The provided error message indicates an issue with evaluating a MATLAB function in your Python script, but it doesn't directly imply a memory problem. To resolve this, follow these steps:
- Check MATLAB Compatibility: Ensure compatibility between the MATLAB version used to build the Docker image (Rr2021a) and the MATLAB engine in your Python environment (2.7). Confirm their compatibility and support.
- Verify MATLAB Function: Ensure accessibility and correct definition of the MATLAB function (`getFeatures_MT`) in the `importlib.m` script. Double-check the function name, inputs, and outputs.
- Debug Memory Issue: If you suspect memory shortage, try these approaches:
- Optimize Memory Usage: Review code and MATLAB functions for memory-intensive operations. Reduce unnecessary data storage and use more memory-efficient structures.
- Increase Docker Memory Limit: If the container has a memory limit, raise it using the `--memory` flag when starting the container.
- Split Processing into Batches: If possible, divide the processing into smaller batches to reduce memory usage. Process each batch separately, freeing up memory in between.
- Use a Machine with More Memory: Consider running the Docker image on a machine with higher memory capacity.
Additional Troubleshooting: If the issue persists, please provide more details about the MATLAB function and `importlib.m`. Check for other error messages or logs for further insights.
