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Sammy Kerata Oina
c274521faf
Changed the internal representation of algorithms and datasets within the service from byte slices to file paths, writing received data directly to temp files. This modification allows for handling potentially large data sets without the need to load them entirely into memory, improving the memory efficiency and scalability of the service. Additionally, it aligns the call signature of external algorithms with the new approach, updating documentation and examples accordingly. Updated the linear regression example for consistency with the new data handling process. Resolves issues with memory bloat when processing large datasets. Signed-off-by: SammyOina <sammyoina@gmail.com>
Algorithm
Agent accepts binaries programs. To use the python program you need to bundle or compile it. In this example we'll use pyinstaller
pip install -U pyinstaller
pyinstaller --onefile lin_reg.py