mlmc.sample_storage.SampleStorage

class mlmc.sample_storage.SampleStorage

Provides methods to store and retrieve sample data. Abstract base class for all storage backends.

__init__()

Methods

__init__()
chunks([level_id, n_samples])	Create a generator yielding chunk specifications for collected data.
get_level_ids()	Get list of available level IDs.
get_level_parameters()	Get stored level parameters.
get_n_collected()	Get number of collected results at each level.
get_n_levels()	Get total number of levels.
get_n_ops()	Get number of operations per sample for each level.
load_result_format()	Load stored result format.
load_scheduled_samples()	Load scheduled sample IDs.
n_finished()	Get number of finished samples on each level.
sample_pairs()	Retrieve all stored fine–coarse result pairs.
save_global_data(result_format[, ...])	Save global metadata such as result format and level parameters.
save_n_ops(n_ops)	Save number of operations (time).
save_result_format(res_spec)	Save result format.
save_samples(successful_samples, failed_samples)	Write simulation results to storage.
save_scheduled_samples(level_id, samples)	Save scheduled sample identifiers.
unfinished_ids()	Get IDs of unfinished samples.