public EventAnalysis(FrcEvent frc) : this()
{
Event = frc;
EventName = frc.EventName;
foreach (Team t in frc.AllTeams)
{
TeamAnalysis ta = new TeamAnalysis(Event, t);
ta.CalculateSafe();
TeamData.Add(ta);
}
foreach (Match m in frc.Matches)
{
MatchAnalysis ma = new MatchAnalysis(Event, m, TeamData);
ma.CalculatePregame();
MatchData.Add(ma);
}
}
public EventAnalysis(FrcEvent frc) : this()
{
Event = frc;
EventName = frc.EventName;
foreach (Team t in frc.AllTeams)
{
TeamAnalysis ta = new TeamAnalysis(Event, t);
ta.CalculateSafe();
TeamData.Add(ta);
}
foreach (Match m in frc.Matches)
{
MatchAnalysis ma = new MatchAnalysis(Event, m, TeamData);
ma.CalculatePregame();
MatchData.Add(ma);
}
}
/// <summary>
/// Calculates all pregame analysis for the match
/// </summary>
public void CalculatePregame()
{
// Means of Winrates
BlueWinRateMean = Match.BlueAlliance.ToList().ConvertAll <double>((t) =>
{
return(TeamAnalyses.Find((a) => a.Team == t).WinRate);
}).Mean();
RedWinRateMean = Match.RedAlliance.ToList().ConvertAll <double>((t) =>
{
return(TeamAnalyses.Find((a) => a.Team == t).WinRate);
}).Mean();
// Expected Winner and Advantage
double rawAdv = BlueWinRateMean - RedWinRateMean;
if (rawAdv == 0)
{
ExpectedWinner = AllianceColor.Indeterminate;
}
else
{
ExpectedWinner = (rawAdv > 0) ? AllianceColor.Blue : AllianceColor.Red;
}
Advantage = (rawAdv < 0) ? -rawAdv : rawAdv;
// Expected Final Scores
var blueAnalyses = from ta in TeamAnalyses
where Match.BlueAlliance.Contains(ta.Team)
select ta;
BlueExpectedFinalScore = blueAnalyses.Sum((ta) => ta.FinalScore.Mean);
BlueExpectedFinalScore = Match.BlueAlliance.ToList().ConvertAll <double>((t) =>
{
TeamAnalysis ta = TeamAnalyses.Find((a) => a.Team == t);
ta.CalculateSafe();
return(ta.FinalScore.Model.Mean);
}).Sum();
var redAnalyses = from ta in TeamAnalyses
where Match.RedAlliance.Contains(ta.Team)
select ta;
RedExpectedFinalScore = redAnalyses.Sum((ta) => ta.FinalScore.Mean);
RedExpectedFinalScore = Match.RedAlliance.ToList().ConvertAll <double>((t) =>
{
TeamAnalysis ta = TeamAnalyses.Find((a) => a.Team == t);
ta.CalculateSafe();
return(ta.FinalScore.Model.Mean);
}).Sum();
// Game Profile Value
double meanWinRateAll = Match.RedAlliance.ToList().Concat(
Match.BlueAlliance.ToList()).ToList().ConvertAll((t) =>
{
return(TeamAnalyses.Find((a) => a.Team == t).WinRate);
}).Mean();
double inverted = 1 - meanWinRateAll;
GameProfileValue = 1 / inverted;
}