Profiling example

[rogerkuou]

Set up experiments for profiling, as required in https://github.com/TUDelftGeodesy/DePSI_group/issues/88

[Copilot]

Pull Request Overview

This PR sets up experiments for profiling the Arc Unwrapping algorithm using both loop‐based and Dask-based methods, as described in issue #88. Key changes include:

• Adding a Dask-based unwrapping implementation (both script and notebook versions) to leverage parallel processing.
• Including a loop-based unwrapping implementation (script and notebook) for baseline comparison.
• Updating documentation in the README to describe profiling procedures and commands.

Reviewed Changes

Copilot reviewed 5 out of 5 changed files in this pull request and generated 5 comments.

Show a summary per file

File	Description
profiling_example/lambda_unwrap_dask.py	Adds a Dask-based parallel unwrapping script with process‐based scheduling.
profiling_example/lambda_unwrap_dask.ipynb	Introduces a Jupyter notebook for debugging/visualizing the Dask-based implementation.
profiling_example/lambda.py	Provides a loop-based unwrapping script for direct unwrapping execution.
profiling_example/lambda.ipynb	Contains a notebook version of the loop-based unwrapping method for analysis.
profiling_example/README.md	Updates documentation to explain profiling experiments using both approaches.

[rogerkuou]

Hi @fnattino, in this PR I setup the profiling experiment.

The explaination of the files should be in README, including a link to the results. I put the discussion of the results in this discussion channel .

Can you review on the profiling method? Thanks