SCR_PlayerData.c

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//------------------------------------------------------------------------------------------------
class SCR_PlayerData : JsonApiStruct
{
    protected int m_iPlayerID;
 
    //------------------------------------------------------------------------------------------------
    protected ref array<float> m_aStats = {};
    
    //temporal stats single-session based that are only tracked for analytic purposes and not stored in the backend storage
    protected int m_iSecondsAsController = 0, m_iSecondsAsKeyboard = 0;
    protected int m_iLastEvaluationCurrentController = 0;
 
    //------------------------------------------------------------------------------------------------
    protected ref array<float> m_aPreviousStats = {};
 
    //------------------------------------------------------------------------------------------------
    protected ref array<float> m_aAccumulatedActions = {};
    protected int m_iAccumulatedActionsTick;
    protected int m_iLatestActionTick;
    protected int m_iLatestCriminalScoreUpdateTick;
    protected float m_fCriminalScore;
    
    //------------------------------------------------------------------------------------------------
    protected int m_iTimeOut = 0;
 
 
    //------------------------------------------------------------------------------------------------
    protected ref array<float> m_aStatsGained = {};
 
    //------------------------------------------------------------------------------------------------
    ref SCR_PlayerDataEvent dataEvent = new SCR_PlayerDataEvent;
 
    //------------------------------------------------------------------------------------------------
    protected ref array<float> m_aEarnt = {};
 
    //------------------------------------------------------------------------------------------------
    protected ref BackendCallback m_CharacterDataCallback = new BackendCallback();
    protected ref BackendCallback m_StoringCallback = new BackendCallback();
 
    //------------------------------------------------------------------------------------------------
    protected int m_iSessionStartedTickCount;
 
    //------------------------------------------------------------------------------------------------
    protected bool m_bIsEmptyProfile;
 
    //------------------------------------------------------------------------------------------------
    protected ref ScriptInvoker m_OnDataReady = new ScriptInvoker();
    
    static ref ScriptInvoker s_OnStatAdded = new ScriptInvoker();
 
    //------------------------------------------------------------------------------------------------
    protected ref SCR_PlayerDataConfigs m_Configs;
    
    /* TODO: Finish rework of player data using StoreDataModule */
    
    //Accumulation of stats in order to look for warcrimes on time slices
    bool accumulationEnabled = false;
 
    //------------------------------------------------------------------------------------------------
    void SCR_PlayerData (int id, bool hasPlayerBeenAuditted, bool requestFromBackend = true)
    {
        if (!GetGame().GetBackendApi())
            return;
 
        RegV("m_aStats");
 
        m_Configs = SCR_PlayerDataConfigs.GetInstance();
        m_iPlayerID = id;
 
        m_iSessionStartedTickCount = System.GetTickCount();
 
        typename tEnum = SCR_EDataStats;
        for (int i = tEnum.GetVariableCount(); i > 0; i--)
        {
            m_aAccumulatedActions.Insert(0);
        }
 
        if (requestFromBackend)
            RequestLoadData(hasPlayerBeenAuditted);
        else if (!hasPlayerBeenAuditted)
            LoadEmptyProfile();
        
        if (!GetGame().GetDataCollector())
            return;
        
        accumulationEnabled = GetGame().GetDataCollector().FindModule(SCR_DataCollectorCrimesModule) != null;
        
        m_iLastEvaluationCurrentController = m_iSessionStartedTickCount;
        EInputDeviceType device = GetGame().GetInputManager().GetLastUsedInputDevice();
        UpdateTrackingController(device, device);
        GetGame().OnInputDeviceUserChangedInvoker().Insert(UpdateTrackingController);
    }
 
    //------------------------------------------------------------------------------------------------
    static SCR_PlayerData GetPlayerData(int playerID)
    {
        return GetGame().GetDataCollector().GetPlayerData(playerID);
    }
 
    //------------------------------------------------------------------------------------------------
    void SetTimeOut(int time)
    {
        m_iTimeOut = time;
    }
    
    //------------------------------------------------------------------------------------------------
    int GetTimeOut()
    {
        return m_iTimeOut;
    }
    
    //------------------------------------------------------------------------------------------------
    protected void UpdateTrackingController(EInputDeviceType oldDevice, EInputDeviceType newDevice)
    {
        int currentTickCount = System.GetTickCount();
        
        int newTime = (currentTickCount - m_iLastEvaluationCurrentController) * 0.001;
        switch (oldDevice)
        {
            case EInputDeviceType.GAMEPAD: case EInputDeviceType.JOYSTICK:
                m_iSecondsAsController += newTime;
                break;
            case EInputDeviceType.MOUSE: case EInputDeviceType.KEYBOARD: 
                m_iSecondsAsKeyboard += newTime;
                break;
        }
        
        m_iLastEvaluationCurrentController = currentTickCount;
    }
 
    //------------------------------------------------------------------------------------------------
    void SetPreviousStats(array<float> previousStats)
    {
        m_aPreviousStats = previousStats;
    }
 
    //------------------------------------------------------------------------------------------------
    array<float> GetPreviousStats()
    {
        return m_aPreviousStats;
    }
 
    //------------------------------------------------------------------------------------------------
    void SetStats(array<float> stats)
    {
        m_aStats = stats;
    }
 
    //------------------------------------------------------------------------------------------------
    array<float> GetStats()
    {
        return m_aStats;
    }
 
    //------------------------------------------------------------------------------------------------
    void RequestLoadData(bool HasPlayerBeenAuditted = false)
    {
        BackendApi ba = GetGame().GetBackendApi();
 
        if (!ba)
        {
            Print("SCR_PlayerData:RequestLoadData: Backend api is null!", LogLevel.WARNING);
            m_bIsEmptyProfile = true;
            return;
        }
 
        if (HasPlayerBeenAuditted)
        {
            ba.PlayerData(this, m_iPlayerID);
            BackendDataReady();
            return;
        }
 
        if (!m_CharacterDataCallback)
        {
            Print("SCR_PlayerData:RequestLoadData: The character data callback is null", LogLevel.WARNING);
            m_bIsEmptyProfile = true;
            return;
        }
 
        if (BackendAuthenticatorApi.IsAuthenticated())
        {
            Print("Making menuCallback request for PlayerData", LogLevel.VERBOSE);
            m_CharacterDataCallback.SetOnSuccess(BackendDataReady);
            m_CharacterDataCallback.SetOnError(LoadEmptyProfile);
            ba.PlayerCharacterGet(m_CharacterDataCallback, this, m_iPlayerID); //ID 0 refers to the local player
            
            //The callback has a reference to this instance so it will automatically call the BackendDataReady or the LoadEmptyProfile methods
        }
        else
        {
            Print("SCR_PlayerData:RequestLoadData: Requesting data before player has been authenticated!", LogLevel.WARNING);
            m_bIsEmptyProfile = true;
        }
    }
 
    //------------------------------------------------------------------------------------------------
    ScriptInvoker GetDataReadyInvoker()
    {
        return m_OnDataReady;
    }
 
    //------------------------------------------------------------------------------------------------
    void BackendDataReady()
    {
        typename characterDataEnum = SCR_EDataStats;
 
        if (m_aStats.Count() != characterDataEnum.GetVariableCount())
        {
            Print("SCR:PlayerDataStats:FillWithProfile: The CharacterData from this player seems incomplete or empty. A full profile should have "+characterDataEnum.GetVariableCount()+" stats, but this one has "+m_aStats.Count()+". Is it a new player?", LogLevel.VERBOSE);
        
            if (!m_aStats.IsEmpty())
            {
                Print("SCR_PlayerData of this player is not empty, but the size is not correct either. We will override their profile with a new one, which will erase their old profile.", LogLevel.DEBUG);
            }
            
            LoadEmptyProfile();
            return;
        }
        
        m_bIsEmptyProfile = false;
        m_aPreviousStats.InsertAll(m_aStats);
        m_OnDataReady.Invoke();
    }
 
    //------------------------------------------------------------------------------------------------
    void LoadEmptyProfile()
    {
        typename characterDataEnum = SCR_EDataStats;
        int count = characterDataEnum.GetVariableCount();
        
        m_aStats.Clear();
 
        for (int i = 0; i < count; i++)
        {
            if (i == SCR_EDataStats.LEVEL_EXPERIENCE)
                m_aStats.Insert(m_Configs.XP_NEEDED_FOR_LEVEL);
            else if (i == SCR_EDataStats.CRIME_ACCELERATION)
                m_aStats.Insert(m_Configs.GetMinAcceleration());
            else
                m_aStats.Insert(0);
                
        }
 
        m_bIsEmptyProfile = true;
 
        m_aPreviousStats.InsertAll(m_aStats);
        m_OnDataReady.Invoke();
    }
 
    //------------------------------------------------------------------------------------------------
    sealed void StoreProfile()
    {
        if (!m_CharacterDataCallback || !m_aStats || m_aStats.IsEmpty())
            return;
 
        BackendApi ba = GetGame().GetBackendApi();
        if (!ba)
            return;
 
        if (!IsDataProgressionReady())
            CalculateStatsChange();
 
        #ifndef WORKBENCH
            ba.PlayerCharacterUpdateS2S(m_StoringCallback, this, m_iPlayerID);
        #else
            ba.PlayerDevCharacterUpdate(m_StoringCallback, this, m_iPlayerID);
        #endif
 
        //SCR_PlayerDataEvent dataEvent = new SCR_PlayerDataEvent();
        //dataEvent.MetersWalked = 99999;
        //GetGame().GetStatsApi().PlayerEvent(m_iPlayerID, dataEvent);
        //Print("Data event sent from Store Profile!!", LogLevel.DEBUG);
    }
 
    //------------------------------------------------------------------------------------------------
    Managed GetDataEventStats()
    {
        if (!IsDataProgressionReady() || m_aStatsGained.IsEmpty())
        {
            Print("Maybe a problem: DataProgression is not ready but the analytics event was requested", LogLevel.WARNING);
            CalculateStatsChange();
        }
        
        EInputDeviceType device = GetGame().GetInputManager().GetLastUsedInputDevice();
        UpdateTrackingController(device, device);
        
        Print("Time with gamepad was " + m_iSecondsAsController, LogLevel.DEBUG);
        Print("Time with keyboard was " + m_iSecondsAsKeyboard, LogLevel.DEBUG);
 
        dataEvent.amt_time_mission = m_aStatsGained[SCR_EDataStats.SESSION_DURATION];
        dataEvent.amt_distance_on_foot = m_aStatsGained[SCR_EDataStats.DISTANCE_WALKED];
        dataEvent.amt_distance_vehicle = m_aStatsGained[SCR_EDataStats.DISTANCE_DRIVEN];
        dataEvent.kills = m_aStatsGained[SCR_EDataStats.KILLS];
        //dataEvent.kills_from_over_25m;
        //dataEvent.kills_from_over_50m;
        //dataEvent.kills_from_over_100m;
        dataEvent.friendly_kills = m_aStatsGained[SCR_EDataStats.FRIENDLY_KILLS];
        //dataEvent.friendly_kills_from_over_25m;
        //dataEvent.friendly_kills_from_over_50m;
        //dataEvent.friendly_kills_from_over_100m;
        dataEvent.vehicle_kills = m_aStatsGained[SCR_EDataStats.ROADKILLS] + m_aStatsGained[SCR_EDataStats.AI_ROADKILLS];
        dataEvent.friendly_vehicle_kills = m_aStatsGained[SCR_EDataStats.FRIENDLY_ROADKILLS] + m_aStatsGained[SCR_EDataStats.FRIENDLY_AI_ROADKILLS];
        dataEvent.deaths = m_aStatsGained[SCR_EDataStats.DEATHS];
        //dataEvent.deaths_by_bleeding_out;
        //dataEvent.deaths_by_falling;
        dataEvent.shots = m_aStatsGained[SCR_EDataStats.SHOTS];
        //dataEvent.hits;
        //dataEvent.hits_from_over_25m;
        //dataEvent.hits_from_over_50m;
        //dataEvent.hits_from_over_100m;
        dataEvent.healing_allies = m_aStatsGained[SCR_EDataStats.BANDAGE_FRIENDLIES]; //Careful
        dataEvent.healing_self = m_aStatsGained[SCR_EDataStats.BANDAGE_SELF]; //Careful
        //dataEvent.weapon1_id;
        //dataEvent.weapon1_seconds;
        //dataEvent.weapon1_shots;
        //dataEvent.weapon1_hits;
        //dataEvent.weapon2_id;
        //dataEvent.weapon2_seconds;
        //dataEvent.weapon2_shots;
        //dataEvent.weapon2_hits;
        //dataEvent.weapon3_id;
        //dataEvent.weapon3_seconds;
        //dataEvent.weapon3_shots;
        //dataEvent.weapon3_hits;
        //dataEvent.setbase_coordinates;
        dataEvent.rank_points = m_aStatsGained[SCR_EDataStats.LEVEL_EXPERIENCE];
        dataEvent.rank_total_points = m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE];
        dataEvent.warcrimes_points = m_aStatsGained[SCR_EDataStats.WARCRIMES];
        dataEvent.warcrimes_total_points = m_aStats[SCR_EDataStats.WARCRIMES];
        dataEvent.rank_level = m_aStatsGained[SCR_EDataStats.RANK];
        dataEvent.gt1_points = m_aStatsGained[SCR_EDataStats.SPPOINTS0];
        dataEvent.gt1_total_points = m_aStats[SCR_EDataStats.SPPOINTS0];
        dataEvent.gt2_points = m_aStatsGained[SCR_EDataStats.SPPOINTS1];
        dataEvent.gt2_total_points = m_aStats[SCR_EDataStats.SPPOINTS1];
        dataEvent.gt3_points = m_aStatsGained[SCR_EDataStats.SPPOINTS2];
        dataEvent.gt3_total_points = m_aStats[SCR_EDataStats.SPPOINTS2];
        dataEvent.gt_global_points = (m_aStatsGained[SCR_EDataStats.SPPOINTS0] + m_aStatsGained[SCR_EDataStats.SPPOINTS1] + m_aStatsGained[SCR_EDataStats.SPPOINTS2]);
        dataEvent.seconds_as_controller = m_iSecondsAsController;
        dataEvent.seconds_as_keyboard = m_iSecondsAsKeyboard;
 
        return dataEvent;
    }
 
    //------------------------------------------------------------------------------------------------
    sealed void DebugCalculateStats()
    {
        Print("SCR_PlayerData:DebugCalculateStats: This method calls calculateStatsChange providing fake stats for debugging purposes.", LogLevel.DEBUG);
 
        AddStat(SCR_EDataStats.SESSION_DURATION, 7200);
        AddStat(SCR_EDataStats.DISTANCE_WALKED, 20000);
        AddStat(SCR_EDataStats.KILLS, 20);
        AddStat(SCR_EDataStats.AI_KILLS, 20);
        AddStat(SCR_EDataStats.SHOTS, 800);
        AddStat(SCR_EDataStats.GRENADES_THROWN, 10);
        AddStat(SCR_EDataStats.DISTANCE_DRIVEN, 50000);
        AddStat(SCR_EDataStats.FRIENDLY_KILLS, 30);
        AddStat(SCR_EDataStats.BANDAGE_SELF, 30);
        AddStat(SCR_EDataStats.BANDAGE_FRIENDLIES, 10);
        AddStat(SCR_EDataStats.TOURNIQUET_SELF, 30);
        AddStat(SCR_EDataStats.TOURNIQUET_FRIENDLIES, 10);
 
        if (!IsDataProgressionReady())
            CalculateStatsChange();
    }
 
    //------------------------------------------------------------------------------------------------
    sealed void CalculateStatsChange()
    {
        //We find the differences provided by this session
        //In order to calculate Rank, Specializations, and War Crime points
        m_aStatsGained = CalculateStatsDifference();
 
        for (int i = m_aStatsGained.Count()-1; i >= 0; i--)
        {
            m_aEarnt.Insert(0);
        }
 
        if (m_aStatsGained[SCR_EDataStats.SESSION_DURATION] < 1)
            return;
 
        //Little assert
        if (m_aStatsGained[SCR_EDataStats.SPPOINTS0] != 0 || m_aStatsGained[SCR_EDataStats.SPPOINTS1] != 0 || m_aStatsGained[SCR_EDataStats.SPPOINTS2] != 0|| m_aStatsGained[SCR_EDataStats.RANK] != 0 || m_aStatsGained[SCR_EDataStats.LEVEL_EXPERIENCE] != 0)
            Print("SCR_PlayerData:CalculateStatsChange: Specialization stats, experience or rank stats were modified prematurely. The career data for this session might be compromised", LogLevel.WARNING);
 
        //CALCULATE STATS ADDITIONS TO THE SPECIALIZATIONS, THEN WAR CRIMES, THEN SPECIALIZATION POINTS, AND THEN LEVEL OF EXPERIENCE AND RANK
 
        //Specializations: There are three: Infantry, Logistics and Medical
        int totalSpecializationPointsGain = 0;
        //
        //
        //Infantry
        if (m_aStats[SCR_EDataStats.SPPOINTS0] < m_Configs.SPECIALIZATION_MAX)
        {
            m_aEarnt[SCR_EDataStats.DISTANCE_WALKED] = m_aStatsGained[SCR_EDataStats.DISTANCE_WALKED] * m_Configs.MODIFIER_DISTANCE_WALKED;
            m_aEarnt[SCR_EDataStats.KILLS] = m_aStatsGained[SCR_EDataStats.KILLS] * m_Configs.MODIFIER_KILLS;
            m_aEarnt[SCR_EDataStats.AI_KILLS] = m_aStatsGained[SCR_EDataStats.AI_KILLS] * m_Configs.MODIFIER_AI_KILLS;
 
            if (m_aStatsGained[SCR_EDataStats.SHOTS] <= 0)
                m_aEarnt[SCR_EDataStats.SHOTS] = 0;
            else
                //This title is misleading: We are treating shots as "precision in killing" of sorts
                m_aEarnt[SCR_EDataStats.SHOTS] = ((m_aStatsGained[SCR_EDataStats.KILLS] - m_aStatsGained[SCR_EDataStats.ROADKILLS] + m_aStatsGained[SCR_EDataStats.AI_KILLS] - m_aStatsGained[SCR_EDataStats.AI_ROADKILLS]) / m_aStatsGained[SCR_EDataStats.SHOTS]) * m_Configs.MODIFIER_PRECISION;
 
            /* We should not use GRENADESTHROWN yet
            if (m_aStatsGained[SCR_EDataStats.GRENADESTHROWN] <= 0)
                m_aEarnt[SCR_EDataStats.GRENADESTHROWN] = 0;
            else
                m_aEarnt[SCR_EDataStats.GRENADESTHROWN] = (m_aStatsGained[SCR_EDataStats.KILLS] / m_aStatsGained[SCR_EDataStats.GRENADESTHROWN]) * m_Configs.MODIFIERPRECISION;
            */
 
            m_aEarnt[SCR_EDataStats.SPPOINTS0] = m_aEarnt[SCR_EDataStats.DISTANCE_WALKED] + m_aEarnt[SCR_EDataStats.KILLS] + m_aEarnt[SCR_EDataStats.AI_KILLS] + m_aEarnt[SCR_EDataStats.SHOTS]; /*+ m_aEarnt[SCR_EDataStats.GRENADES_THROWN]; */
        }
        else
            m_aEarnt[SCR_EDataStats.SPPOINTS0] = 0;
 
        m_aStatsGained[SCR_EDataStats.SPPOINTS0] = m_aEarnt[SCR_EDataStats.SPPOINTS0];
        totalSpecializationPointsGain += m_aStatsGained[SCR_EDataStats.SPPOINTS0];
 
        //
        //
        //Logistics
        if (m_aStats[SCR_EDataStats.SPPOINTS1] < m_Configs.SPECIALIZATION_MAX)
        {
            m_aEarnt[SCR_EDataStats.DISTANCE_DRIVEN] = m_aStatsGained[SCR_EDataStats.DISTANCE_DRIVEN] * m_Configs.MODIFIER_DISTANCE_DRIVEN;
            m_aEarnt[SCR_EDataStats.POINTS_AS_DRIVER_OF_PLAYERS] = m_aStatsGained[SCR_EDataStats.POINTS_AS_DRIVER_OF_PLAYERS];
 
            m_aEarnt[SCR_EDataStats.PLAYERS_DIED_IN_VEHICLE] = -1 * Math.Min(m_aStatsGained[SCR_EDataStats.PLAYERS_DIED_IN_VEHICLE] * m_Configs.MODIFIER_PLAYERS_DIED_IN_VEHICLE, m_Configs.MAX_PLAYERS_DIED_IN_VEHICLE_PENALTY);
 
            m_aEarnt[SCR_EDataStats.SPPOINTS1] = m_aEarnt[SCR_EDataStats.DISTANCE_DRIVEN] + m_aEarnt[SCR_EDataStats.POINTS_AS_DRIVER_OF_PLAYERS] + m_aEarnt[SCR_EDataStats.PLAYERS_DIED_IN_VEHICLE];
 
            if (m_aEarnt[SCR_EDataStats.SPPOINTS1] <= 0)
                m_aEarnt[SCR_EDataStats.SPPOINTS1] = 0;
        }
        else
            m_aEarnt[SCR_EDataStats.SPPOINTS1] = 0;
 
        m_aStatsGained[SCR_EDataStats.SPPOINTS1] = m_aEarnt[SCR_EDataStats.SPPOINTS1];
        totalSpecializationPointsGain += m_aStatsGained[SCR_EDataStats.SPPOINTS1];
 
        //
        //
        //Medical
        if (m_aStats[SCR_EDataStats.SPPOINTS2] < m_Configs.SPECIALIZATION_MAX)
        {
 
            //TODO: transform these into m_aEarnt[i] = m_aStatsGained[i] * m_Configs[i] if possible
            
            m_aEarnt[SCR_EDataStats.BANDAGE_SELF] = m_aStatsGained[SCR_EDataStats.BANDAGE_SELF] * m_Configs.MODIFIER_BANDAGE_SELF;
            m_aEarnt[SCR_EDataStats.BANDAGE_FRIENDLIES] = m_aStatsGained[SCR_EDataStats.BANDAGE_FRIENDLIES] * m_Configs.MODIFIER_BANDAGE_FRIENDLIES;
            m_aEarnt[SCR_EDataStats.TOURNIQUET_SELF] = m_aStatsGained[SCR_EDataStats.TOURNIQUET_SELF] * m_Configs.MODIFIER_TOURNIQUET_SELF;
            m_aEarnt[SCR_EDataStats.TOURNIQUET_FRIENDLIES] = m_aStatsGained[SCR_EDataStats.TOURNIQUET_FRIENDLIES] * m_Configs.MODIFIER_TOURNIQUET_FRIENDLIES;
            m_aEarnt[SCR_EDataStats.SALINE_SELF] = m_aStatsGained[SCR_EDataStats.SALINE_SELF] * m_Configs.MODIFIER_SALINE_SELF;
            m_aEarnt[SCR_EDataStats.SALINE_FRIENDLIES] = m_aStatsGained[SCR_EDataStats.SALINE_FRIENDLIES] * m_Configs.MODIFIER_SALINE_FRIENDLIES;
            m_aEarnt[SCR_EDataStats.MORPHINE_SELF] = m_aStatsGained[SCR_EDataStats.MORPHINE_SELF] * m_Configs.MODIFIER_MORPHINE_SELF;
            m_aEarnt[SCR_EDataStats.MORPHINE_FRIENDLIES] = m_aStatsGained[SCR_EDataStats.MORPHINE_FRIENDLIES] * m_Configs.MODIFIER_MORPHINE_FRIENDLIES;
 
            m_aEarnt[SCR_EDataStats.SPPOINTS2] = m_aEarnt[SCR_EDataStats.BANDAGE_SELF] + m_aEarnt[SCR_EDataStats.BANDAGE_FRIENDLIES] + m_aEarnt[SCR_EDataStats.TOURNIQUET_SELF] + m_aEarnt[SCR_EDataStats.TOURNIQUET_FRIENDLIES]+ m_aEarnt[SCR_EDataStats.SALINE_SELF] + m_aEarnt[SCR_EDataStats.SALINE_FRIENDLIES] + m_aEarnt[SCR_EDataStats.MORPHINE_SELF] + m_aEarnt[SCR_EDataStats.MORPHINE_FRIENDLIES];
        }
        else
            m_aEarnt[SCR_EDataStats.SPPOINTS2] = 0;
 
        m_aStatsGained[SCR_EDataStats.SPPOINTS2] = m_aEarnt[SCR_EDataStats.SPPOINTS2];
        totalSpecializationPointsGain += m_aStatsGained[SCR_EDataStats.SPPOINTS2];
 
        //CALCULATE QUALITYTIME RATIO
        //qualityTimeRatio is calculated as the ratio between (ExpectedPointsPerHour * HoursPlayed) and ObtainedPoints.
        //For expected points, I use m_fSTDPointsQualityTime as the expected growth per specialization and 2.5 as the number of specializations with it as an accurate simplification
        float qualityTimeRatio = totalSpecializationPointsGain / (1 +(m_Configs.STD_POINTS_QUALITY_TIME * 2.5 * (m_aStatsGained[SCR_EDataStats.SESSION_DURATION] / 3600)));
 
        //Little assert on the qualityTimeRatio to check player didn't perform abnormaly well
        if (qualityTimeRatio > 1.5)
            Print("SCR_PlayerData:CalculateStatsChange: totalSpecializationPointsGain is suspiciously high. That means player performed better than we expected which could point an an oversight from our side, or even a player cheating. Player with session id " + m_iPlayerID + " gained " + totalSpecializationPointsGain + " points on a session of " + (m_aStatsGained[SCR_EDataStats.SESSION_DURATION] / 60) + " minutes, ending with a qualityTimeRatio of " + qualityTimeRatio, LogLevel.WARNING);
        else
            Print("SCR_PlayerData:CalculateStatsChange: QualityTimeRatio (aka how well player performed) is: " + qualityTimeRatio, LogLevel.DEBUG);
 
        //LOWER WAR CRIMES IF THERE'S ANY
        if (m_aStats[SCR_EDataStats.WARCRIMES] > 0)
        {
            // WarCrimes go down by m_fWarCrimesDecreaseRatePerHour * qualityTimeRatio * time
            int warCrimesDown = qualityTimeRatio * (m_aStatsGained[SCR_EDataStats.SESSION_DURATION]/ 3600) * m_Configs.WARCRIMES_DECREASE_PER_HOUR;
 
            //All war crimes go down equitatively by amountToDecrease / numberOfNonZeroWarCrimes amount
            int amountToDecrease = (m_aStats[SCR_EDataStats.WARCRIME_HARMING_FRIENDLIES]) * warCrimesDown / m_aStats[SCR_EDataStats.WARCRIMES];
 
            //Divide equitatively all the war crimes. In this case: only 1
            m_aStats[SCR_EDataStats.WARCRIME_HARMING_FRIENDLIES] = m_aStats[SCR_EDataStats.WARCRIME_HARMING_FRIENDLIES] - amountToDecrease / 1;
            m_aStats[SCR_EDataStats.WARCRIMES] = m_aStats[SCR_EDataStats.WARCRIMES] - warCrimesDown;
 
            if (m_aStats[SCR_EDataStats.WARCRIMES] > m_Configs.MAX_WARCRIMES_VALUE)
                m_aStats[SCR_EDataStats.WARCRIMES] = m_Configs.MAX_WARCRIMES_VALUE;
            else if (m_aStats[SCR_EDataStats.WARCRIMES] < 0)
                m_aStats[SCR_EDataStats.WARCRIMES] = 0;
        }
 
        //UPDATE THE SPECIALIZATION POINTS
        //HERE we update the specializationPoints
        //------------------------------------------------------------------------------------------------
 
        int i, j;
        int currentSpPoints, gainedRawPoints;
        for (i = 0; i < m_Configs.SPECIALIZATIONS_COUNT; i++)
        {
            j = 0;
            switch (i)
            {
                case SCR_ECareerSp.INFANTRY:
                    gainedRawPoints = m_aStatsGained[SCR_EDataStats.SPPOINTS0];
                    currentSpPoints = m_aStats[SCR_EDataStats.SPPOINTS0];
                break;
                case SCR_ECareerSp.LOGISTICS:
                    gainedRawPoints = m_aStatsGained[SCR_EDataStats.SPPOINTS1];
                    currentSpPoints = m_aStats[SCR_EDataStats.SPPOINTS1];
                break;
                case SCR_ECareerSp.MEDICAL:
                    gainedRawPoints = m_aStatsGained[SCR_EDataStats.SPPOINTS2];
                    currentSpPoints = m_aStats[SCR_EDataStats.SPPOINTS2];
                break;
                default: continue;
            }
 
            if (currentSpPoints >= m_Configs.SPECIALIZATION_MAX)
                continue;
 
            //Punish the specialization growth if there are war crimes
            if (m_aStats[SCR_EDataStats.WARCRIMES] > 0)
                gainedRawPoints *= (1 - m_Configs.WARCRIMES_PUNISHMENT);
 
            while (j < m_Configs.INTERVALS_COUNT && m_Configs.INTERVALS_END[j] < currentSpPoints)
            {
                j++;
            }
            
            if (j >= m_Configs.INTERVALS_COUNT)
            {
                Print ("SCR_PlayerData:CalculateStatsChange: currentSpPoints outside of the accepted ranges.", LogLevel.WARNING);
                continue;
            }
 
            //Formula: NewSpecializationPoints = CurrentSpecializationPoints + GainedPoints * c1 * (c2 ^ CurrentSpecializationPoints)
            //m_aStats.m_aSpPoints[i] = m_aStats.m_aSpPoints[i] + rawSpPoints[i] * m_Configs.INTERVALS_C1[j] * (Math.Pow(m_Configs.INTERVALS_C2[j], m_aStats.m_aSpPoints[i]));
            AddPointsToSpecialization(i, gainedRawPoints * m_Configs.INTERVALS_C1[j] * (Math.Pow(m_Configs.INTERVALS_C2[j], currentSpPoints * m_Configs.XP_NEEDED_FOR_LEVEL_DIVIDER)));
        }
 
        //LAST BUT NOT LEAST,  INCREASE THE LEVEL OF EXPERIENCE
        //IF player has max level, skip this step
        if (m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE] >= m_Configs.MAX_EXP)
        {
            m_aEarnt[SCR_EDataStats.SESSION_DURATION] = 0;
            m_aEarnt[SCR_EDataStats.LEVEL_EXPERIENCE] = 0;
            return;
        }
 
        //Calculate gains in level of experience. Currently, we are only using sessionduration and specializationgains
        m_aEarnt[SCR_EDataStats.SESSION_DURATION] = m_aStatsGained[SCR_EDataStats.SESSION_DURATION] * qualityTimeRatio;
        m_aEarnt[SCR_EDataStats.LEVEL_EXPERIENCE] = m_aEarnt[SCR_EDataStats.SESSION_DURATION] + totalSpecializationPointsGain * m_Configs.MODIFIER_SPECIALIZATIONS;
 
        if (m_aStats[SCR_EDataStats.WARCRIMES] > 0)
        {
            m_aEarnt[SCR_EDataStats.LEVEL_EXPERIENCE] = m_aEarnt[SCR_EDataStats.LEVEL_EXPERIENCE] * (1 - m_Configs.WARCRIMES_PUNISHMENT);
        }
        m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE] = m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE] + m_aEarnt[SCR_EDataStats.LEVEL_EXPERIENCE];
        if (m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE] > m_Configs.MAX_EXP)
            m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE] = m_Configs.MAX_EXP;
 
        m_aStats[SCR_EDataStats.RANK] = m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE] * m_Configs.XP_NEEDED_FOR_RANK_DIVIDER;
 
        m_aStatsGained[SCR_EDataStats.RANK] = m_aStats[SCR_EDataStats.RANK] - m_aPreviousStats[SCR_EDataStats.RANK];
        m_aStatsGained[SCR_EDataStats.LEVEL_EXPERIENCE] = m_aStats[SCR_EDataStats.LEVEL_EXPERIENCE] - m_aPreviousStats[SCR_EDataStats.LEVEL_EXPERIENCE];
    }
 
    //------------------------------------------------------------------------------------------------
    array<float> GetArrayEarntPoints()
    {
        return m_aEarnt;
    }
 
    //------------------------------------------------------------------------------------------------
    bool IsDataReady()
    {
        return !m_aStats.IsEmpty();
    }
 
    //------------------------------------------------------------------------------------------------
    bool IsDataProgressionReady()
    {
        return m_aEarnt && !m_aEarnt.IsEmpty();
    }
 
    //------------------------------------------------------------------------------------------------
    void FillArrayWithSpecializationPoints(inout array<float> SpPoints, bool newStats = true)
    {
        for (int i = 0; i < m_Configs.SPECIALIZATIONS_COUNT; i++)
        {
            SpPoints.Insert(GetSpecializationPoints(i, newStats));
        }
    }
 
    //------------------------------------------------------------------------------------------------
    sealed array<float> CalculateStatsDifference()
    {
        array<float> StatsToReturn = {};
 
        int count = m_aStats.Count();
        CalculateSessionDuration();
 
        for (int i = 0; i < count; i++)
        {
            StatsToReturn.Insert(m_aStats[i] - m_aPreviousStats[i]);
        }
 
        return StatsToReturn;
    }
 
    //------------------------------------------------------------------------------------------------
    float GetSpecializationPoints(int n, bool newStats = true)
    {
        if (newStats)
        {
            if (!m_aStats || m_aStats.IsEmpty())
                return 0;
 
            switch (n)
            {
                case SCR_ECareerSp.INFANTRY:
                    return m_aStats[SCR_EDataStats.SPPOINTS0];
                case SCR_ECareerSp.LOGISTICS:
                    return m_aStats[SCR_EDataStats.SPPOINTS1];
                case SCR_ECareerSp.MEDICAL:
                    return m_aStats[SCR_EDataStats.SPPOINTS2];
            }
 
            Print ("SCR_PlayerData:GetSpecializationPoints: WRONG SPECIALIZATION ID.", LogLevel.WARNING);
            return 0;
        }
 
        if (!m_aPreviousStats || m_aPreviousStats.IsEmpty())
            return 0;
 
        switch (n)
        {
            case SCR_ECareerSp.INFANTRY:
                return m_aPreviousStats[SCR_EDataStats.SPPOINTS0];
            case SCR_ECareerSp.LOGISTICS:
                return m_aPreviousStats[SCR_EDataStats.SPPOINTS1];
            case SCR_ECareerSp.MEDICAL:
                return m_aPreviousStats[SCR_EDataStats.SPPOINTS2];
        }
 
        Print ("SCR_PlayerData:GetSpecializationPoints: WRONG SPECIALIZATION ID.", LogLevel.WARNING);
        return 0;
    }
 
    //------------------------------------------------------------------------------------------------
    protected void AddPointsToSpecialization(int n, float value)
    {
        if (!m_aStats || m_aStats.IsEmpty())
            return;
 
        switch (n)
        {
            case SCR_ECareerSp.INFANTRY:
                m_aStats[SCR_EDataStats.SPPOINTS0] = Math.Min(m_aStats[SCR_EDataStats.SPPOINTS0] + value, m_Configs.SPECIALIZATION_MAX);
                return;
            case SCR_ECareerSp.LOGISTICS:
                m_aStats[SCR_EDataStats.SPPOINTS1] = Math.Min(m_aStats[SCR_EDataStats.SPPOINTS1] + value, m_Configs.SPECIALIZATION_MAX);
                return;
            case SCR_ECareerSp.MEDICAL:
                m_aStats[SCR_EDataStats.SPPOINTS2] = Math.Min(m_aStats[SCR_EDataStats.SPPOINTS2] + value, m_Configs.SPECIALIZATION_MAX);
                return;
        }
        Print ("SCR_PlayerData:AddPointsToSpecialization: WRONG SPECIALIZATION ID.", LogLevel.WARNING);
    }
 
    //------------------------------------------------------------------------------------------------
    void PrepareSpecializationStatsDisplay()
    {
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.DISTANCE_WALKED].SetValue(GetStat(SCR_EDataStats.DISTANCE_WALKED) * m_Configs.MetersToKilometersConversion);
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.PLAYER_KILLS].SetValue(GetStat(SCR_EDataStats.KILLS));
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.AI_KILLS].SetValue(GetStat(SCR_EDataStats.AI_KILLS));
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.SHOTS].SetValue(GetStat(SCR_EDataStats.SHOTS));
 
        m_Configs.m_aSpecialization1[SCR_ESpecialization1Display.DISTANCE_DRIVEN].SetValue(GetStat(SCR_EDataStats.DISTANCE_DRIVEN) * m_Configs.MetersToKilometersConversion);
        m_Configs.m_aSpecialization1[SCR_ESpecialization1Display.DISTANCE_AS_OCCUPANT].SetValue(GetStat(SCR_EDataStats.DISTANCE_AS_OCCUPANT) * m_Configs.MetersToKilometersConversion);
        m_Configs.m_aSpecialization1[SCR_ESpecialization1Display.POINTS_DRIVING_PEOPLE].SetValue(GetStat(SCR_EDataStats.POINTS_AS_DRIVER_OF_PLAYERS));
 
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.BANDAGE_SELF].SetValue(GetStat(SCR_EDataStats.BANDAGE_SELF));
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.BANDAGE_FRIENDLIES].SetValue(GetStat(SCR_EDataStats.BANDAGE_FRIENDLIES));
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.TOURNIQUET_SELF].SetValue(GetStat(SCR_EDataStats.TOURNIQUET_SELF));
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.TOURNIQUET_FRIENDLIES].SetValue(GetStat(SCR_EDataStats.TOURNIQUET_FRIENDLIES));
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.SALINE_SELF].SetValue(GetStat(SCR_EDataStats.SALINE_SELF));
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.SALINE_FRIENDLIES].SetValue(GetStat(SCR_EDataStats.SALINE_FRIENDLIES));
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.MORPHINE_SELF].SetValue(GetStat(SCR_EDataStats.MORPHINE_SELF));
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.MORPHINE_FRIENDLIES].SetValue(GetStat(SCR_EDataStats.MORPHINE_FRIENDLIES));
    }
 
    //------------------------------------------------------------------------------------------------
    void PrepareSpecializationProgressionStatsDisplay()
    {
        if (m_aStatsGained.IsEmpty())
        {
            Print("Requesting statsDifference in PrepareSpecializationProgressionStatsDisplay but array is empty. Recalculating it!", LogLevel.DEBUG);
            m_aStatsGained = CalculateStatsDifference();
        }
 
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.DISTANCE_WALKED].SetValue(m_aStatsGained[SCR_EDataStats.DISTANCE_WALKED] * m_Configs.MetersToKilometersConversion);
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.PLAYER_KILLS].SetValue(m_aStatsGained[SCR_EDataStats.KILLS]);
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.AI_KILLS].SetValue(m_aStatsGained[SCR_EDataStats.AI_KILLS]);
        m_Configs.m_aSpecialization0[SCR_ESpecialization0Display.SHOTS].SetValue(m_aStatsGained[SCR_EDataStats.SHOTS]);
 
        m_Configs.m_aSpecialization1[SCR_ESpecialization1Display.DISTANCE_DRIVEN].SetValue(m_aStatsGained[SCR_EDataStats.DISTANCE_DRIVEN] * m_Configs.MetersToKilometersConversion);
        m_Configs.m_aSpecialization1[SCR_ESpecialization1Display.DISTANCE_AS_OCCUPANT].SetValue(m_aStatsGained[SCR_EDataStats.DISTANCE_AS_OCCUPANT] * m_Configs.MetersToKilometersConversion);
        m_Configs.m_aSpecialization1[SCR_ESpecialization1Display.POINTS_DRIVING_PEOPLE].SetValue(m_aStatsGained[SCR_EDataStats.POINTS_AS_DRIVER_OF_PLAYERS]);
 
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.BANDAGE_SELF].SetValue(m_aStatsGained[SCR_EDataStats.BANDAGE_SELF]);
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.BANDAGE_FRIENDLIES].SetValue(m_aStatsGained[SCR_EDataStats.BANDAGE_FRIENDLIES]);
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.TOURNIQUET_SELF].SetValue(m_aStatsGained[SCR_EDataStats.TOURNIQUET_SELF]);
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.TOURNIQUET_FRIENDLIES].SetValue(m_aStatsGained[SCR_EDataStats.TOURNIQUET_FRIENDLIES]);
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.SALINE_SELF].SetValue(m_aStatsGained[SCR_EDataStats.SALINE_SELF]);
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.SALINE_FRIENDLIES].SetValue(m_aStatsGained[SCR_EDataStats.SALINE_FRIENDLIES]);
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.MORPHINE_SELF].SetValue(m_aStatsGained[SCR_EDataStats.MORPHINE_SELF]);
        m_Configs.m_aSpecialization2[SCR_ESpecialization2Display.MORPHINE_FRIENDLIES].SetValue(m_aStatsGained[SCR_EDataStats.MORPHINE_FRIENDLIES]);
    }
 
    //------------------------------------------------------------------------------------------------
    bool IsEmptyProfile()
    {
        return m_bIsEmptyProfile;
    }
 
    //m_aStats and m_aPreviousStats must not be accessed from outside of this class.
    //That is why there are getters and setters for their attributes, but not for their instances
    //
    //
    //
    //SETTERS:
 
    //------------------------------------------------------------------------------------------------
    void AddStat(SCR_EDataStats stat, float amount = 1, bool temp = true)
    {
        if (!accumulationEnabled)
            temp = false;
        
        if (temp)
        {
            m_iLatestActionTick = System.GetTickCount();
            if (m_iAccumulatedActionsTick == 0)
                m_iAccumulatedActionsTick = m_iLatestActionTick;
            
            m_aAccumulatedActions[stat] = m_aAccumulatedActions[stat] + amount;
        }
        else
        {
            m_aStats[stat] = m_aStats[stat] + amount;
        }
        
        s_OnStatAdded.Invoke(m_iPlayerID, stat, amount, temp);
    }
    
    //------------------------------------------------------------------------------------------------
    //USE WITH CARE AND ONLY IN SPECIAL CIRCUMSTANCES!
    void OverrideStat(SCR_EDataStats stat, float amount = 1)
    {
        m_aStats[stat] = amount;
    }
 
    //GETTERS:
 
    //------------------------------------------------------------------------------------------------
    float GetStat(SCR_EDataStats stat, bool newStat = true)
    {
        if (newStat)
            return m_aStats[stat];
 
        return m_aPreviousStats[stat];
    }

    //Generic//
 
    //------------------------------------------------------------------------------------------------
    int GetAccumulatedActionsTick()
    {
        return m_iAccumulatedActionsTick;
    }
 
    //------------------------------------------------------------------------------------------------
    int GetLatestActionTick()
    {
        return m_iLatestActionTick;
    }
    
    int GetLatestCriminalScoreUpdateTick()
    {
        return m_iLatestCriminalScoreUpdateTick;
    }
 
    //------------------------------------------------------------------------------------------------
    SCR_PlayerDataConfigs GetConfigs()
    {
        return m_Configs;
    }
 
    //------------------------------------------------------------------------------------------------
    array<float> GetAccumulatedActions()
    {
        array<float> copy = {};
        copy.Copy(m_aAccumulatedActions);
        return copy;
    }
    
    //------------------------------------------------------------------------------------------------
    float GetCriminalScore()
    {
        return m_fCriminalScore;
    }
    
    //------------------------------------------------------------------------------------------------
    void SetCriminalScore(float score)
    {
        m_iLatestCriminalScoreUpdateTick = System.GetTickCount();
        m_fCriminalScore = score;
    }
 
    //------------------------------------------------------------------------------------------------
    void ResetAccumulatedActions()
    {
        for (int i = 0, count = m_aAccumulatedActions.Count(); i < count; i++)
        {
            m_aAccumulatedActions[i] = 0;
        }
        
        m_iAccumulatedActionsTick = 0;
        
    }
 
    //------------------------------------------------------------------------------------------------
    void CalculateSessionDuration()
    {
        // HOTFIX: m_aStats is empty on reconnect to end screen. This shouldn't be probably called
        // at all, but it is to someone else to review this system. Lets just check, if the index
        // is valid to prevent VM exception
        if (!m_aStats.IsIndexValid(SCR_EDataStats.SESSION_DURATION))
        {
            return;
        }
 
        m_aStats[SCR_EDataStats.SESSION_DURATION] = m_aStats[SCR_EDataStats.SESSION_DURATION] + (System.GetTickCount() - m_iSessionStartedTickCount) * 0.001;
        m_iSessionStartedTickCount = System.GetTickCount();
    }
 
    /*****************/
    //Specializations//
    /*****************/
 
    //------------------------------------------------------------------------------------------------
    float GetSpecializationCount(int n)
    {
        switch (n)
        {
            case 0: return m_Configs.SPECIALIZATION_0_COUNT;
            case 1: return m_Configs.SPECIALIZATION_1_COUNT;
            case 2: return m_Configs.SPECIALIZATION_2_COUNT;
        }
        return -1;
    }
};
 
//DO NOT CHANGE THE ORDER OF THE ITEMS OF THE ENUM. (!!!) WE USE THE INDEX AS AN ID IN THE PLAYERPROFILE'S CHARACTERDATA
//------------------------------------------------------------------------------------------------
enum SCR_EDataStats
{
    RANK,
    LEVEL_EXPERIENCE, 
    SESSION_DURATION, 
    SPPOINTS0, 
    SPPOINTS1, 
    SPPOINTS2, 
    WARCRIMES, 
    DISTANCE_WALKED, 
    KILLS, 
    AI_KILLS, 
    SHOTS, 
    GRENADES_THROWN, 
    FRIENDLY_KILLS, 
    FRIENDLY_AI_KILLS, 
    DEATHS, 
    DISTANCE_DRIVEN, 
    POINTS_AS_DRIVER_OF_PLAYERS, 
    PLAYERS_DIED_IN_VEHICLE, 
    ROADKILLS, 
    FRIENDLY_ROADKILLS, 
    AI_ROADKILLS, 
    FRIENDLY_AI_ROADKILLS, 
    DISTANCE_AS_OCCUPANT, 
    BANDAGE_SELF, 
    BANDAGE_FRIENDLIES, 
    TOURNIQUET_SELF, 
    TOURNIQUET_FRIENDLIES, 
    SALINE_SELF, 
    SALINE_FRIENDLIES, 
    MORPHINE_SELF, 
    MORPHINE_FRIENDLIES, 
    WARCRIME_HARMING_FRIENDLIES, 
    CRIME_ACCELERATION, 
    KICK_SESSION_DURATION, 
    KICK_STREAK, 
    LIGHTBAN_SESSION_DURATION, 
    LIGHTBAN_STREAK, 
    HEAVYBAN_SESSION_DURATION, 
    HEAVYBAN_STREAK 
};