Blueprint (Implementation)

alts.modules.blueprint

Core Module

class BaselineBlueprint

Bases: Blueprint

Configuration

Repeat: 1

Time Source: IterationTimeSource()

Oracles: POracles(process= FCFSQueryQueue())

DataPools: ResultDataPools(result= FlatQueriedDataPool())

Process: DataSourceProcess(data_source= LineDataSource())

StoppingCriteria: TimeStoppingCriteria(stop_time= 100)

ExperimentModules: InitQueryExperimentModules(

initial_query_sampler = LatinHypercubeQuerySampler(num_queries=10),

query_selector=ResultQuerySelector(

query_optimizer=NoQueryOptimizer(query_sampler=UniformQuerySampler()),

query_decider=AllQueryDecider(),

)

)

Evaluators: PlotAllDataPointsEvaluator(), PrintExpTimeEvaluator()

data_pools: DataPools = ResultDataPools(result=NOTSET)

evaluators: Iterable[Evaluator] = (PlotAllDataPointsEvaluator(folder='fig', root_path='./eval', interactive=False, fig_name='AllData'), <alts.modules.evaluator.PrintExpTimeEvaluator object>)

experiment_modules: ExperimentModules = InitQueryExperimentModules(query_selector=NOTSET, initial_query_sampler=NOTSET)

oracles: Oracles = POracles(process=NOTSET)

process: Process = DataSourceProcess(data_source=NOTSET)

repeat: int = 1

stopping_criteria: StoppingCriteria = TimeStoppingCriteria(stop_time=NOTSET)

time_source: TimeSource = IterationTimeSource(start_time=0, time_step=1)