Verbose Output And Progress Callbacks ===================================== ``verbose`` prints timed progress messages for major stages when greater than zero: .. code-block:: python clusterer = CoreSGClusterer(k_max=30, verbose=1) ``progress_callback`` receives structured timing events: .. code-block:: python def callback(event, elapsed, info): print(event, elapsed, info) clusterer = CoreSGClusterer(k_max=30, progress_callback=callback) The callback signature is: .. code-block:: python progress_callback(event: str, elapsed: float, info: dict) Events may include build, reweighting, Kruskal MST extraction, and hierarchy extraction stages.