idmtools_calibra.utilities.resume_manager module

idmtools_calibra.utilities.resume_manager.status_to_iter_step(status: StatusPoint)

class idmtools_calibra.utilities.resume_manager.ResumeManager(calib_manager: CalibManager, iteration: int | None = None, iter_step: str | None = None, max_iterations: int | None = None, loop: bool = True, backup: bool = False, dry_run: bool = False)

Bases: object

Manages the creation, execution, and resumption of multi-iteration a calibration suite. Each iteration spawns a new ExperimentManager to configure and commission either local or HPC simulations for a set of random seeds, sample points, and site configurations.

initialize()

prepare calib_manager and iteration state for resume

• restore calib_manager

• restore iteration state

• validate iteration

• validate iter_step

resume()

Call calib_manager.run_iterations to start resume action

check_location()

• Handle the case: resume on different environments

• Handle environment change case: may resume from commission instead

adjust_iteration()

Validate iteration against latest_iteration return adjusted iteration

adjust_iteration_step()

Validate iter_step

restore_calib_manager()

Restore calib_manager

restore_iteration_state()

Restore IterationState

restore_ll_all()

backup_calibration()

Backup CalibManager.json for resume action