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low AR streams balancing
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@ -18,7 +18,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
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private const double overlap_multiplier = 0.8;
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public static double EvaluateDenstityOf(DifficultyHitObject current)
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public static double EvaluateDenstityOf(DifficultyHitObject current, bool applyDistanceNerf = true)
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{
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var currObj = (OsuDifficultyHitObject)current;
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double density = 0;
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@ -35,7 +35,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
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double loopDifficulty = currObj.OpacityAt(loopObj.BaseObject.StartTime, false);
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// Small distances means objects may be cheesed, so it doesn't matter whether they are arranged confusingly.
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loopDifficulty *= logistic((loopObj.MinimumJumpDistance - 60) / 10);
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if (applyDistanceNerf) loopDifficulty *= (logistic((loopObj.MinimumJumpDistance - 60) / 10) + 0.2) / 1.2;
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// Reduce density bonus for this object if they're too apart in time
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// Nerf starts on 1500ms and reaches maximum (*=0) on 3000ms
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@ -48,6 +48,21 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
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continue;
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}
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// Only if next object is slower, representing break from many notes in a row
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if (loopObj.StrainTime > prevObj0.StrainTime)
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{
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// Get rhythm similarity: 1 on same rhythms, 0.5 on 1/4 to 1/2
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double rhythmSimilarity = 1 - getRhythmDifference(loopObj.StrainTime, prevObj0.StrainTime);
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// Make differentiation going from 1/4 to 1/2 and bigger difference
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// To 1/3 to 1/2 and smaller difference
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rhythmSimilarity = Math.Clamp(rhythmSimilarity, 0.5, 0.75);
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rhythmSimilarity = 4 * (rhythmSimilarity - 0.5);
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// Reduce density for this objects if rhythms are different
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loopDifficulty *= rhythmSimilarity;
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}
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density += loopDifficulty;
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// Angles nerf
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@ -133,15 +148,13 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
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double pastObjectDifficultyInfluence = EvaluateDenstityOf(current);
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double screenOverlapDifficulty = CalculateOverlapDifficultyOf(currObj);
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double difficulty = Math.Pow(4 * Math.Log(Math.Max(1, pastObjectDifficultyInfluence)), 2.3);
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double difficulty = Math.Pow(4 * Math.Log(Math.Max(1, pastObjectDifficultyInfluence)), 2.5);
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screenOverlapDifficulty = Math.Max(0, screenOverlapDifficulty - 0.5); // make overlap value =1 cost significantly less
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screenOverlapDifficulty = Math.Max(0, screenOverlapDifficulty - 0.75); // make overlap value =1 cost significantly less
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double overlapBonus = overlap_multiplier * screenOverlapDifficulty * difficulty;
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difficulty += overlapBonus;
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//difficulty *= 1 + overlap_multiplier * screenOverlapDifficulty;
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return difficulty;
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}
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@ -258,4 +271,33 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
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private static double getRhythmDifference(double t1, double t2) => 1 - Math.Min(t1, t2) / Math.Max(t1, t2);
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private static double logistic(double x) => 1 / (1 + Math.Exp(-x));
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}
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public static class ReadingHiddenEvaluator
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{
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public static double EvaluateDifficultyOf(DifficultyHitObject current)
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{
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var currObj = (OsuDifficultyHitObject)current;
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double density = ReadingEvaluator.EvaluateDenstityOf(current, false);
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// Consider that density matters only starting from 3rd note on the screen
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double densityFactor = Math.Max(0, density - 1) / 4;
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// This is kinda wrong cuz it returns value bigger than preempt
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// double timeSpentInvisible = getDurationSpentInvisible(currObj) / 1000 / currObj.ClockRate;
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// The closer timeSpentInvisible is to 0 -> the less difference there are between NM and HD
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// So we will reduce base according to this
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// It will be 0.354 on AR11 value
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double invisibilityFactor = logistic(currObj.Preempt / 120 - 4);
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double hdDifficulty = invisibilityFactor + densityFactor;
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// Scale by inpredictability slightly
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hdDifficulty *= 0.95 + 0.15 * ReadingEvaluator.EvaluateInpredictabilityOf(current); // Max multiplier is 1.1
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return hdDifficulty;
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}
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private static double logistic(double x) => 1 / (1 + Math.Exp(-x));
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}
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}
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@ -1,219 +0,0 @@
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// Copyright (c) ppy Pty Ltd <contact@ppy.sh>. Licensed under the MIT Licence.
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// See the LICENCE file in the repository root for full licence text.
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using osu.Framework.Extensions.ObjectExtensions;
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using osu.Game.Rulesets.Difficulty.Preprocessing;
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using osu.Game.Rulesets.Osu.Difficulty.Preprocessing;
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namespace osu.Game.Rulesets.Osu.Difficulty.Evaluators
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{
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// Class for HD calc. Split because there are a lot of things in HD calc.
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public static class ReadingHiddenEvaluator
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{
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private const double reading_window_size = 3000;
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public static double EvaluateDifficultyOf(DifficultyHitObject current)
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{
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var currObj = (OsuDifficultyHitObject)current;
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double density = 0;
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double densityAnglesNerf = -2; // we have threshold of 2, so 2 or same angles won't be punished
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OsuDifficultyHitObject? prevObj0 = null;
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OsuDifficultyHitObject? prevObj1 = null;
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OsuDifficultyHitObject? prevObj2 = null;
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double prevConstantAngle = 0;
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foreach (var loopObj in retrievePastVisibleObjects(currObj).Reverse())
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{
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double loopDifficulty = currObj.OpacityAt(loopObj.BaseObject.StartTime, false);
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// Small distances means objects may be cheesed, so it doesn't matter whether they are arranged confusingly.
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// For HD: it's not subtracting anything cuz it's multiplied by the aim difficulty anyways.
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// loopDifficulty *= logistic((loopObj.MinimumJumpDistance) / 15);
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// Reduce density bonus for this object if they're too apart in time
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// Nerf starts on 1500ms and reaches maximum (*=0) on 3000ms
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double timeBetweenCurrAndLoopObj = currObj.StartTime - loopObj.StartTime;
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loopDifficulty *= getTimeNerfFactor(timeBetweenCurrAndLoopObj);
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if (prevObj0.IsNull())
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{
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prevObj0 = loopObj;
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continue;
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}
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// HD-exclusive burst nerf
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// Only if next object is slower, representing break from many notes in a row
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if (loopObj.StrainTime > prevObj0.StrainTime)
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{
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// Get rhythm similarity: 1 on same rhythms, 0.5 on 1/4 to 1/2
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double rhythmSimilarity = 1 - getRhythmDifference(loopObj.StrainTime, prevObj0.StrainTime);
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// Make differentiation going from 1/4 to 1/2 and bigger difference
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// To 1/3 to 1/2 and smaller difference
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rhythmSimilarity = Math.Clamp(rhythmSimilarity, 0.5, 0.75);
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rhythmSimilarity = 4 * (rhythmSimilarity - 0.5);
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// Reduce density for this objects if rhythms are different
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loopDifficulty *= rhythmSimilarity;
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}
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density += loopDifficulty;
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// Angles nerf
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if (loopObj.Angle.IsNotNull() && prevObj0.Angle.IsNotNull())
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{
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double angleDifference = Math.Abs(prevObj0.Angle.Value - loopObj.Angle.Value);
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// Nerf alternating angles case
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if (prevObj1.IsNotNull() && prevObj2.IsNotNull() && prevObj1.Angle.IsNotNull() && prevObj2.Angle.IsNotNull())
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{
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// Normalized difference
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double angleDifference1 = Math.Abs(prevObj1.Angle.Value - loopObj.Angle.Value) / Math.PI;
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double angleDifference2 = Math.Abs(prevObj2.Angle.Value - prevObj0.Angle.Value) / Math.PI;
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// Will be close to 1 if angleDifference1 and angleDifference2 was both close to 0
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double alternatingFactor = Math.Pow((1 - angleDifference1) * (1 - angleDifference2), 2);
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// Be sure to nerf only same rhythms
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double rhythmFactor = 1 - getRhythmDifference(loopObj.StrainTime, prevObj0.StrainTime); // 0 on different rhythm, 1 on same rhythm
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rhythmFactor *= 1 - getRhythmDifference(prevObj0.StrainTime, prevObj1.StrainTime);
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rhythmFactor *= 1 - getRhythmDifference(prevObj1.StrainTime, prevObj2.StrainTime);
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double acuteAngleFactor = 1 - Math.Min(loopObj.Angle.Value, prevObj0.Angle.Value) / Math.PI;
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double prevAngleAdjust = Math.Max(angleDifference - angleDifference1, 0);
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prevAngleAdjust *= alternatingFactor; // Nerf if alternating
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prevAngleAdjust *= rhythmFactor; // Nerf if same rhythms
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prevAngleAdjust *= acuteAngleFactor;
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angleDifference -= prevAngleAdjust;
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}
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// Reduce angles nerf if objects are too apart in time
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// Angle nerf is starting being reduced from 200ms (150BPM jump) and it reduced to 0 on 2000ms
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double longIntervalFactor = Math.Clamp(1 - (loopObj.StrainTime - 200) / (2000 - 200), 0, 1);
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// Current angle nerf. Angle difference less than 15 degrees is considered the same
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double currConstantAngle = Math.Cos(4 * Math.Min(Math.PI / 12, angleDifference)) * longIntervalFactor;
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// Apply the nerf only when it's repeated
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double currentAngleNerf = Math.Min(currConstantAngle, prevConstantAngle);
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densityAnglesNerf += Math.Min(currentAngleNerf, loopDifficulty);
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prevConstantAngle = currConstantAngle;
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}
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prevObj2 = prevObj1;
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prevObj1 = prevObj0;
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prevObj0 = loopObj;
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}
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// Apply angles nerf
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density -= Math.Max(0, densityAnglesNerf);
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// Consider that density matters only starting from 3rd note on the screen
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double densityFactor = Math.Max(0, density - 1) / 4;
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// This is kinda wrong cuz it returns value bigger than preempt
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// double timeSpentInvisible = getDurationSpentInvisible(currObj) / 1000 / currObj.ClockRate;
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// The closer timeSpentInvisible is to 0 -> the less difference there are between NM and HD
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// So we will reduce base according to this
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// It will be 0.354 on AR11 value
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double invisibilityFactor = logistic(currObj.Preempt / 120 - 4);
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double hdDifficulty = invisibilityFactor + densityFactor;
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// Scale by inpredictability slightly
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hdDifficulty *= 0.95 + 0.15 * ReadingEvaluator.EvaluateInpredictabilityOf(current); // Max multiplier is 1.1
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return hdDifficulty;
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}
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//public static double EvaluateHiddenDifficultyOfOld(DifficultyHitObject current)
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//{
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// var currObj = (OsuDifficultyHitObject)current;
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// double aimDifficulty = AimEvaluator.EvaluateDifficultyOf(current, false);
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// double timeSpentInvisible = getDurationSpentInvisible(currObj) / currObj.ClockRate;
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// double density = 1 + Math.Max(0, CalculateDenstityOf(currObj) - 1);
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// double timeDifficultyFactor = density / 1000;
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// timeDifficultyFactor *= getConstantAngleNerfFactor(currObj);
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// double visibleObjectFactor = Math.Clamp(retrieveCurrentVisibleObjects(currObj).Count - 2, 0, 15);
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// double hdDifficulty = visibleObjectFactor * timeSpentInvisible * timeDifficultyFactor +
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// (6 + visibleObjectFactor) * aimDifficulty;
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// hdDifficulty *= 0.95 + 0.15 * EvaluateInpredictabilityOf(current); // Max multiplier is 1.1
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// return hdDifficulty;
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//}
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// Returns a list of objects that are visible on screen at
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// the point in time at which the current object becomes visible.
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private static IEnumerable<OsuDifficultyHitObject> retrievePastVisibleObjects(OsuDifficultyHitObject current)
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{
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for (int i = 0; i < current.Index; i++)
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{
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OsuDifficultyHitObject hitObject = (OsuDifficultyHitObject)current.Previous(i);
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if (hitObject.IsNull() ||
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current.StartTime - hitObject.StartTime > reading_window_size ||
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hitObject.StartTime < current.StartTime - current.Preempt)
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break;
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yield return hitObject;
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}
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}
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//private static double getDurationSpentInvisible(OsuDifficultyHitObject current)
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//{
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// var baseObject = (OsuHitObject)current.BaseObject;
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// double fadeOutStartTime = baseObject.StartTime - baseObject.TimePreempt + baseObject.TimeFadeIn;
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// double fadeOutDuration = baseObject.TimePreempt * OsuModHidden.FADE_OUT_DURATION_MULTIPLIER;
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// return (fadeOutStartTime + fadeOutDuration) - (baseObject.StartTime - baseObject.TimePreempt);
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//}
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//private static List<OsuDifficultyHitObject> retrieveCurrentVisibleObjects(OsuDifficultyHitObject current)
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//{
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// List<OsuDifficultyHitObject> objects = new List<OsuDifficultyHitObject>();
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// for (int i = 0; i < current.Count; i++)
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// {
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// OsuDifficultyHitObject hitObject = (OsuDifficultyHitObject)current.Next(i);
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// if (hitObject.IsNull() ||
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// (hitObject.StartTime - current.StartTime) > reading_window_size ||
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// current.StartTime < hitObject.StartTime - hitObject.Preempt)
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// break;
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// objects.Add(hitObject);
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// }
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// return objects;
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//}
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private static double getTimeNerfFactor(double deltaTime)
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{
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return Math.Clamp(2 - deltaTime / (reading_window_size / 2), 0, 1);
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}
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private static double getRhythmDifference(double t1, double t2) => 1 - Math.Min(t1, t2) / Math.Max(t1, t2);
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private static double logistic(double x) => 1 / (1 + Math.Exp(-x));
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}
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}
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@ -16,9 +16,8 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Skills
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public class ReadingLowAR : GraphSkill
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{
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private readonly List<double> difficulties = new List<double>();
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private double skillMultiplier => 1.3;
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private double skillMultiplier => 1.1;
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private double aimComponentMultiplier => 0.7;
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//private double skillMultiplier => 2;
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public ReadingLowAR(Mod[] mods)
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: base(mods)
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@ -85,7 +84,7 @@ namespace osu.Game.Rulesets.Osu.Difficulty.Skills
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return difficulty;
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}
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public static double DifficultyToPerformance(double difficulty) => Math.Pow(difficulty, 3) * 10.0;
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public static double DifficultyToPerformance(double difficulty) => Math.Pow(difficulty, 4) * 6.0;
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}
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public class ReadingHidden : OsuStrainSkill
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