Add mechanism diagnostics infrastructure#49
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Add MechanismDiagnostics dataclass, timed() context manager, and clique_stats() helper to common.py. Wire diagnostics into all six discrete mechanisms (AIM, AIM-GDP, Direct, Independent, MST, SWIFT). Each mechanism now reports: - Per-phase wall-clock timing (selection, measurement, estimation) - Structural stats: clique count/sizes, junction tree node sizes - Round count for iterative mechanisms (AIM, AIM-GDP) clique_stats() takes the fitted MarkovRandomField directly, extracting cliques and domain from the model's potentials. In AIM and AIM-GDP, replaces manual t0/t1/t2/t3 timing with the timed() context manager. In MST, replaces the inline hypothetical_model_size call with the richer clique_stats helper. PiperOrigin-RevId: 936617333
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Add mechanism diagnostics infrastructure
Add MechanismDiagnostics dataclass, timed() context manager, and
clique_stats() helper to common.py. Wire diagnostics into all six
discrete mechanisms (AIM, AIM-GDP, Direct, Independent, MST, SWIFT).
Each mechanism now reports:
clique_stats() takes the fitted MarkovRandomField directly, extracting
cliques and domain from the model's potentials.
In AIM and AIM-GDP, replaces manual t0/t1/t2/t3 timing with the
timed() context manager. In MST, replaces the inline
hypothetical_model_size call with the richer clique_stats helper.