private static void ProcessJamPlayer(Dictionary <int, List <PenaltyGroup> > pgMap, Dictionary <int, List <PenaltyGroup> > jamBoxTimeMap, Dictionary <int, int> boxTimeEstimates,
                                             int jamID, JamTeamEffectiveness jte1, List <JamPlayerEffectiveness> pjeList, int jamTime, JamPlayer player)
        {
            // handle penalties
            var playerPenaltyGroups = pgMap.ContainsKey(player.PlayerID) ? pgMap[player.PlayerID] : null;

            ProcessPlayerJamPenalties(jamBoxTimeMap, jamID, playerPenaltyGroups);

            // try to estimate what portion of a jam someone missed via time in the box
            int timeInBox = 0;

            if (jamBoxTimeMap.ContainsKey(jamID))
            {
                foreach (PenaltyGroup group in jamBoxTimeMap[jamID])
                {
                    foreach (BoxTime bt in group.BoxTimes)
                    {
                        if (bt.PlayerID == player.PlayerID && bt.JamID == jamID)
                        {
                            // factor in estimated box time
                            timeInBox += boxTimeEstimates[bt.BoxTimeID];
                        }
                    }
                }
            }

            JamPlayerEffectiveness pje = new JamPlayerEffectiveness
            {
                PlayerID    = player.PlayerID,
                TeamID      = player.TeamID,
                JamPortion  = ((double)jamTime - timeInBox) / jamTime,
                BaseQuality = jte1.Percentile,
                JamID       = jamID,
                IsJammer    = player.IsJammer,
                PenaltyCost = 0
            };

            pjeList.Add(pje);
        }
        public Dictionary <int, Dictionary <int, JamPlayerEffectiveness> > GetAllJamPlayerEffectiveness()
        {
            var data = new Dictionary <int, Dictionary <int, JamPlayerEffectiveness> >();

            using (var cmd = new SqlCommand(s_GetAllJamPlayerEffectivenessQuery, _connection, _transaction))
            {
                cmd.Parameters.Clear();

                using (var reader = cmd.ExecuteReader())
                {
                    while (reader.Read())
                    {
                        int    jamID             = reader.GetInt32(reader.GetOrdinal("JamID"));
                        int    playerID          = reader.GetInt32(reader.GetOrdinal("PlayerID"));
                        int    teamID            = reader.GetInt32(reader.GetOrdinal("TeamID"));
                        double jamPortion        = reader.GetDouble(reader.GetOrdinal("jamPortion"));
                        double penaltyCost       = reader.GetDouble(reader.GetOrdinal("PenaltyCost"));
                        double baseEffectiveness = reader.GetDouble(reader.GetOrdinal("BaseEffectiveness"));
                        bool   isJammer          = reader.GetBoolean(reader.GetOrdinal("IsJammer"));
                        if (!data.ContainsKey(jamID))
                        {
                            data[jamID] = new Dictionary <int, JamPlayerEffectiveness>();
                        }
                        data[jamID][playerID] = new JamPlayerEffectiveness
                        {
                            PlayerID    = playerID,
                            JamID       = jamID,
                            TeamID      = teamID,
                            BaseQuality = baseEffectiveness,
                            IsJammer    = isJammer,
                            JamPortion  = jamPortion,
                            PenaltyCost = penaltyCost
                        };
                    }
                }
            }
            return(data);
        }