Cindeck.ViewModels.SimulationViewModel.StartSimulation C# (CSharp) Method

        private async Task StartSimulation()
        {
            if(Simulator.SongData==null)
            {
                MessageBox.Show("楽曲を選んでください");
                return;
            }
            if (Simulator.Unit == null)
            {
                MessageBox.Show("ユニットを選んでください");
                return;
            }
            if (Runs < 1 || Runs > 1000000)
            {
                MessageBox.Show("試行回数は1から1,000,000までである必要があります");
                return;
            }

            Note[] pattern = null;
            if (UtilizeActualPattern)
            {
                pattern = await new PatternProvider().GetPattern(Simulator.Song, Simulator.SongData.Difficulty, Simulator.SongData.Notes);
                if (pattern == null)
                {
                    MessageBox.Show($"{Simulator.Song.Title}({Simulator.SongData.Difficulty})の譜面データが見つかりませんでした。");
                    return;
                }
            }

            SimulationCompleted = false;

            var results = new ConcurrentBag<SimulationResult>();
            await Task.Run(() => Parallel.For(1, Runs+1, i => results.Add(Simulator.StartSimulation(RandomFactory.Create(), i, pattern == null ? null : new Queue<Note>(pattern)))));

            MaxScore = results.Max(x=>x.Score);
            MaxScorePerNote = results.Max(x => x.ScorePerNote);

            MinScore = results.Min(x => x.Score);
            MinScorePerNote = results.Min(x => x.ScorePerNote);

            AverageScore = (int)results.Average(x => x.Score);
            AverageScorePerNote = (int)results.Average(x => x.ScorePerNote);

            ScoreDistribution = results.GroupBy(x => (int)Math.Floor(x.Score / 10000.0)).OrderBy(x => x.Key).ToDictionary(x => x.Key, x => (double)x.Count() / results.Count);

            StandardDeviation = Math.Round(Math.Sqrt(results.Sum(x => Math.Pow(x.Score - AverageScore, 2))) / results.Count);

            int idx = 1;
            var duration = results.First().Duration;
            ActualTriggerRatio = Simulator.Unit.Slots.ToDictionary(s => $"スロット{idx++}",
                s => s == null ? 0 : results.SelectMany(x => x.TriggeredSkills).Where(x => x.Who == s).Count() / (results.Count * Math.Floor((duration - 1.0) / s.Skill.Interval)));

            SimulationResults = results.OrderBy(x => x.Id).Take(100).ToList();
            SelectedResult = SimulationResults[0];

            SimulationCompleted = true;
        }