public Dictionary<FoulComparison, Dictionary<int, float>> GetAllSituationalScores()
 {
     Dictionary<FoulComparison, Dictionary<int, float>> data = new Dictionary<FoulComparison,Dictionary<int,float>>();
     using (var cmd = new SqlCommand(s_GetAllSituationalScoresQuery, _connection, _transaction))
     {
         cmd.Parameters.Clear();
         using (var reader = cmd.ExecuteReader())
         {
             // if the team record doesn't exist, add it
             while (reader.Read())
             {
                 double jammerDiff = reader.GetDouble(reader.GetOrdinal("JammerBoxComparison"));
                 double blockerDiff = reader.GetDouble(reader.GetOrdinal("BlockerBoxComparison"));
                 int pointDelta = reader.GetInt32(reader.GetOrdinal("PointDelta"));
                 double percentile = reader.GetDouble(reader.GetOrdinal("Percentile"));
                 FoulComparison fc = new FoulComparison
                 {
                     BlockerBoxComparison = blockerDiff,
                     JammerBoxComparison = jammerDiff
                 };
                 if(!data.ContainsKey(fc))
                 {
                     data[fc] = new Dictionary<int, float>();
                 }
                 data[fc][pointDelta] = (float)percentile;
             }
             reader.Close();
         }
     }
     return data;
 }
示例#2
0
        public override bool Equals(object obj)
        {
            // If parameter is null return false.
            if (obj == null)
            {
                return(false);
            }

            // If parameter cannot be cast to Point return false.
            FoulComparison foulComparison = obj as FoulComparison;

            if ((System.Object)foulComparison == null)
            {
                return(false);
            }

            // Return true if the fields match:
            return((BlockerBoxComparison == foulComparison.BlockerBoxComparison) &&
                   (JammerBoxComparison == foulComparison.JammerBoxComparison));
        }
示例#3
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        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 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);
            }
        }
        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);
            }
        }