internal JamTeamData ReadData(SqlDataReader reader)
{
JamTeamData jamFoul = new JamTeamData();
jamFoul.JamID = reader.GetInt32(reader.GetOrdinal("JamID"));
jamFoul.TeamID = reader.GetInt32(reader.GetOrdinal("TeamID"));
jamFoul.BlockerBoxTime = reader.GetInt32(reader.GetOrdinal("BlockerBoxTime"));
jamFoul.JammerBoxTime = reader.GetInt32(reader.GetOrdinal("JammerBoxTime"));
jamFoul.OppBlockerBoxTime = reader.GetInt32(reader.GetOrdinal("OppBlockerBoxTime"));
jamFoul.OppJammerBoxTime = reader.GetInt32(reader.GetOrdinal("OppJammerBoxTime"));
jamFoul.PointDelta = reader.GetInt32(reader.GetOrdinal("PointDelta"));
return jamFoul;
}
internal static double GetEstimatedValueWithoutBoxTime(Dictionary<FoulComparison, Dictionary<int, float>> sss, JamTeamData jamData, bool isJammer)
{
if (!sss.ContainsKey(jamData.FoulComparison))
{
throw new InvalidOperationException("This is bad data");
}
// figure out the foul differential if this team did not commit fouls of this type this jam
int jammerPenaltyDiff = (isJammer ? 0 : jamData.JammerBoxTime) - jamData.OppJammerBoxTime;
int blockerPenaltyDiff = (isJammer ? jamData.BlockerBoxTime : 0) - jamData.OppBlockerBoxTime;
double jammerBoxComp = Math.Round(jammerPenaltyDiff / 15.0, MidpointRounding.AwayFromZero) / 2.0;
double blockerBoxComp = Math.Round(blockerPenaltyDiff / 15.0, MidpointRounding.AwayFromZero) / 2.0;
FoulComparison foul = new FoulComparison
{
JammerBoxComparison = jammerBoxComp,
BlockerBoxComparison = blockerBoxComp
};
if (!sss.ContainsKey(foul))
{
// lacking anything better, sum the distance of each factor from the percentile of the base
JamTeamData baseJamData = new JamTeamData
{
BlockerBoxTime = 0,
JammerBoxTime = 0,
OppBlockerBoxTime = 0,
OppJammerBoxTime = 0,
PointDelta = jamData.PointDelta
};
double baseDelta = GetPercentileForScore(sss[baseJamData.FoulComparison], jamData.PointDelta);
// pull team 1 values
baseJamData.BlockerBoxTime = isJammer ? jamData.BlockerBoxTime : 0;
baseJamData.JammerBoxTime = isJammer ? 0 : jamData.JammerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0;
}
double score1 = GetPercentileForScore(sss[baseJamData.FoulComparison], jamData.PointDelta);
// pull team 2 blocker
baseJamData.BlockerBoxTime = 0;
baseJamData.JammerBoxTime = 0;
baseJamData.OppBlockerBoxTime = jamData.OppBlockerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0;
}
// special case, for now
if (baseJamData.OppBlockerBoxTime > 135)
{
// just treat it as 135 for now
baseJamData.OppBlockerBoxTime = 135;
}
if (baseJamData.OppBlockerBoxTime < -135)
{
baseJamData.OppBlockerBoxTime = -135;
}
double score2 = GetPercentileForScore(sss[baseJamData.FoulComparison], jamData.PointDelta);
// pull team 2 jammer
baseJamData.OppBlockerBoxTime = 0;
baseJamData.OppJammerBoxTime = jamData.OppJammerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0;
}
double score3 = GetPercentileForScore(sss[baseJamData.FoulComparison], jamData.PointDelta);
return score1 + score2 + score3 - 2 * baseDelta;
}
else
{
return GetPercentileForScore(sss[foul], jamData.PointDelta);
}
}
private double DetermineQualityWithoutPenalty(JamTeamData jamData, bool isJammer)
{
// figure out the foul differential if this team did not commit fouls of this time this jam
int jammerPenaltyDiff = (isJammer ? 0 : jamData.JammerBoxTime) - jamData.OppJammerBoxTime;
int blockerPenaltyDiff = (isJammer ? jamData.BlockerBoxTime : 0) - jamData.OppBlockerBoxTime;
double jammerBoxComp = Math.Round(jammerPenaltyDiff / 15.0, MidpointRounding.AwayFromZero) / 2.0;
double blockerBoxComp = Math.Round(blockerPenaltyDiff / 15.0, MidpointRounding.AwayFromZero) / 2.0;
FoulComparison foul = new FoulComparison
{
JammerBoxComparison = jammerBoxComp,
BlockerBoxComparison = blockerBoxComp
};
if (!_sss.ContainsKey(foul))
{
// lacking anything better, sum the distance of each factor from the percentile of the base
JamTeamData baseJamData = new JamTeamData
{
BlockerBoxTime = 0,
JammerBoxTime = 0,
OppBlockerBoxTime = 0,
OppJammerBoxTime = 0,
PointDelta = jamData.PointDelta
};
double baseQuality = DetermineQualityWithoutPenalty(baseJamData, isJammer);
// pull team 1 values
baseJamData.BlockerBoxTime = isJammer ? jamData.BlockerBoxTime : 0;
baseJamData.JammerBoxTime = isJammer ? 0 : jamData.JammerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0.5;
}
double quality1 = DetermineQualityWithoutPenalty(baseJamData, isJammer) - baseQuality;
// pull team 2 blocker
baseJamData.BlockerBoxTime = 0;
baseJamData.JammerBoxTime = 0;
baseJamData.OppBlockerBoxTime= jamData.OppBlockerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0.5;
}
double quality2 = DetermineQualityWithoutPenalty(baseJamData, isJammer) - baseQuality;
// pull team 2 jammer
baseJamData.OppBlockerBoxTime = 0;
baseJamData.OppJammerBoxTime = jamData.OppJammerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0.5;
}
double quality3 = DetermineQualityWithoutPenalty(baseJamData, isJammer) - baseQuality;
return baseQuality + quality1 + quality2 + quality3;
}
else if(!_sss[foul].ContainsKey(jamData.PointDelta))
{
// extrapolate from the points we do have
var bottomList = _sss[foul].Keys.Where(k => k < jamData.PointDelta);
int bottom = bottomList.Any() ? bottomList.Max() : -55;
double bottomPercentile =bottomList.Any() ? _sss[foul][bottom] : 0;
var topList = _sss[foul].Keys.Where(k => k > jamData.PointDelta);
int top = topList.Any() ? topList.Min() : 55;
double topPercentile = topList.Any() ? _sss[foul][top] : 1;
int distance = top - bottom;
int portion = jamData.PointDelta - bottom;
double ratio = ((double)portion) / distance;
return bottomPercentile + ((topPercentile - bottomPercentile) * ratio);
}
else
{
return _sss[foul][jamData.PointDelta];
}
}
internal static double GetEstimatedPointsWithoutBoxTime(Dictionary<FoulComparison, Dictionary<int, float>> sss, JamTeamData jamData, bool isJammer)
{
float basePercentile;
if (!sss.ContainsKey(jamData.FoulComparison))
{
throw new InvalidOperationException("This is bad data");
}
else if (!sss[jamData.FoulComparison].ContainsKey(jamData.PointDelta))
{
basePercentile = GetPercentileForScore(sss[jamData.FoulComparison], jamData.PointDelta);
}
else
{
basePercentile = sss[jamData.FoulComparison][jamData.PointDelta];
}
// figure out the foul differential if this team did not commit fouls of this type this jam
int jammerPenaltyDiff = (isJammer ? 0 : jamData.JammerBoxTime) - jamData.OppJammerBoxTime;
int blockerPenaltyDiff = (isJammer ? jamData.BlockerBoxTime : 0) - jamData.OppBlockerBoxTime;
double jammerBoxComp = Math.Round(jammerPenaltyDiff / 15.0, MidpointRounding.AwayFromZero) / 2.0;
double blockerBoxComp = Math.Round(blockerPenaltyDiff / 15.0, MidpointRounding.AwayFromZero) / 2.0;
FoulComparison foul = new FoulComparison
{
JammerBoxComparison = jammerBoxComp,
BlockerBoxComparison = blockerBoxComp
};
if (!sss.ContainsKey(foul))
{
// lacking anything better, sum the distance of each factor from the percentile of the base
JamTeamData baseJamData = new JamTeamData
{
BlockerBoxTime = 0,
JammerBoxTime = 0,
OppBlockerBoxTime = 0,
OppJammerBoxTime = 0,
PointDelta = jamData.PointDelta
};
double baseDelta = GetScoreForPercentile(sss[baseJamData.FoulComparison], basePercentile);
// pull team 1 values
baseJamData.BlockerBoxTime = isJammer ? jamData.BlockerBoxTime : 0;
baseJamData.JammerBoxTime = isJammer ? 0 : jamData.JammerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0;
}
if(!sss.ContainsKey(baseJamData.FoulComparison))
{
sss[baseJamData.FoulComparison] = new Dictionary<int, float>();
int pointDifferential = (int)((((baseJamData.OppBlockerBoxTime - baseJamData.BlockerBoxTime)*2.5)+((baseJamData.OppJammerBoxTime - baseJamData.JammerBoxTime)*10))/30.0);
sss[baseJamData.FoulComparison][pointDifferential] = 0.5f;
}
double score1 = GetScoreForPercentile(sss[baseJamData.FoulComparison], basePercentile);
// pull team 2 blocker
baseJamData.BlockerBoxTime = 0;
baseJamData.JammerBoxTime = 0;
baseJamData.OppBlockerBoxTime = jamData.OppBlockerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0;
}
if (!sss.ContainsKey(baseJamData.FoulComparison))
{
sss[baseJamData.FoulComparison] = new Dictionary<int, float>();
int pointDifferential = (int)((((baseJamData.OppBlockerBoxTime - baseJamData.BlockerBoxTime) * 2.5) + ((baseJamData.OppJammerBoxTime - baseJamData.JammerBoxTime) * 10)) / 30.0);
sss[baseJamData.FoulComparison][pointDifferential] = 0.5f;
}
double score2 = GetScoreForPercentile(sss[baseJamData.FoulComparison], basePercentile);
// pull team 2 jammer
baseJamData.OppBlockerBoxTime = 0;
baseJamData.OppJammerBoxTime = jamData.OppJammerBoxTime;
if (baseJamData.FoulComparison.Equals(foul))
{
return 0;
}
if (!sss.ContainsKey(baseJamData.FoulComparison))
{
sss[baseJamData.FoulComparison] = new Dictionary<int, float>();
int pointDifferential = (int)((((baseJamData.OppBlockerBoxTime - baseJamData.BlockerBoxTime) * 2.5) + ((baseJamData.OppJammerBoxTime - baseJamData.JammerBoxTime) * 10)) / 30.0);
sss[baseJamData.FoulComparison][pointDifferential] = 0.5f;
}
double score3 = GetScoreForPercentile(sss[baseJamData.FoulComparison], basePercentile);
return score1 + score2 + score3 - 2 * baseDelta;
}
else
{
return GetScoreForPercentile(sss[foul], basePercentile);
}
}