public async Task <AnalysisResult> AnalyzeAsync(AnalysisContext context)
{
_logger.Info("Starting analysis phase one.");
_logger.Info($"Context: {context.ToLogString()}");
// Find appropriate launches number iteratively (part 1 of phase 1).
AnalysisPhaseOnePartOneResult partOneResult =
await PerformPartOneAsync(context);
AnalysisContext updatedContext = context.CreateWith(
args: context.Args.CreateWith(partOneResult.CalculatedSampleSize)
);
// Check H0 hypothesis on calculated launches number (part 2 of phase 1).
AnalysisPhaseOnePartTwoResult partTwoResult =
await PerfromPartTwoAsync(updatedContext, partOneResult);
if (partTwoResult.IsH0HypothesisProved)
{
return(AnalysisResult.CreateSuccess(
"H0 hypothesis for the algorithm was proved.", updatedContext
));
}
return(AnalysisResult.CreateFailure(
"H0 hypothesis for the algorithm was not proved.", updatedContext
));
}
public async Task <AnalysisResult> AnalyzeAsync(AnalysisContext context)
{
_logger.Info("Starting analysis phase two.");
_logger.Info($"Context: {context.ToLogString()}");
// Perform full analysis and calculate confidence complexity function.
AnalysisPhaseTwoResult _ = await PerformPhaseTwoAsync(context);
_logger.Info("Finished analysis phase two.");
return(AnalysisResult.CreateSuccess("Analysis finished successfully.", context));
}