Negative Insulin Damper

Loop.xcodeproj/project.pbxproj

@@ -7,6 +7,7 @@
 	objects = {
 
 /* Begin PBXBuildFile section */
+		120490CB2CBFB25A006BDF0A /* NegativeInsulinDamperSelectionView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 120490CA2CBFB25A006BDF0A /* NegativeInsulinDamperSelectionView.swift */; };
 		1419606428D9550400BA86E0 /* LoopKitUI.framework in Frameworks */ = {isa = PBXBuildFile; fileRef = 437AFEE6203688CF008C4892 /* LoopKitUI.framework */; };
 		1419606928D9554E00BA86E0 /* LoopKitUI.framework in Frameworks */ = {isa = PBXBuildFile; fileRef = 437AFEE6203688CF008C4892 /* LoopKitUI.framework */; };
 		1419606A28D955BC00BA86E0 /* MockKitUI.framework in Frameworks */ = {isa = PBXBuildFile; fileRef = C101947127DD473C004E7EB8 /* MockKitUI.framework */; };
@@ -743,6 +744,7 @@
 /* End PBXCopyFilesBuildPhase section */
 
 /* Begin PBXFileReference section */
+		120490CA2CBFB25A006BDF0A /* NegativeInsulinDamperSelectionView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = NegativeInsulinDamperSelectionView.swift; sourceTree = "<group>"; };
 		142CB7582A60BF2E0075748A /* EditMode.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = EditMode.swift; sourceTree = "<group>"; };
 		142CB75A2A60BFC30075748A /* FavoriteFoodsView.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = FavoriteFoodsView.swift; sourceTree = "<group>"; };
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@@ -2276,6 +2278,7 @@
 				C1AF062229426300002C1B19 /* ManualGlucoseEntryRow.swift */,
 				DDC389FD2A2C4C830066E2E8 /* GlucoseBasedApplicationFactorSelectionView.swift */,
 				DD3DBD282A33AFE9000F8B5B /* IntegralRetrospectiveCorrectionSelectionView.swift */,
+				120490CA2CBFB25A006BDF0A /* NegativeInsulinDamperSelectionView.swift */,
 			);
 			path = Views;
 			sourceTree = "<group>";
@@ -3832,6 +3835,7 @@
 				895FE0952201234000FCF18A /* OverrideSelectionViewController.swift in Sources */,
 				C1EF747228D6A44A00C8C083 /* CrashRecoveryManager.swift in Sources */,
 				A9F66FC3247F451500096EA7 /* UIDevice+Loop.swift in Sources */,
+				120490CB2CBFB25A006BDF0A /* NegativeInsulinDamperSelectionView.swift in Sources */,
 				439706E622D2E84900C81566 /* PredictionSettingTableViewCell.swift in Sources */,
 				430D85891F44037000AF2D4F /* HUDViewTableViewCell.swift in Sources */,
 				43A51E211EB6DBDD000736CC /* LoopChartsTableViewController.swift in Sources */,

Loop/Managers/LoopDataManager.swift

@@ -358,6 +358,12 @@ final class LoopDataManager {
             predictedGlucose = nil
         }
     }
+
+    private var negativeInsulinDamper: Double? {
+        didSet {
+            predictedGlucose = nil
+        }
+    }
 
     /// When combining retrospective glucose discrepancies, extend the window slightly as a buffer.
     private let retrospectiveCorrectionGroupingIntervalMultiplier = 1.01
@@ -995,6 +1001,68 @@ extension LoopDataManager {
         let earliestEffectDate = Date(timeInterval: .hours(-24), since: now())
         let nextCounteractionEffectDate = insulinCounteractionEffects.last?.endDate ?? earliestEffectDate
         let insulinEffectStartDate = nextCounteractionEffectDate.addingTimeInterval(.minutes(-5))
+        let updateInsulinEffectNeeded = insulinEffect == nil || insulinEffect?.first?.startDate ?? .distantFuture > insulinEffectStartDate
+
+        if negativeInsulinDamper == nil || updateInsulinEffectNeeded {
+            self.logger.debug("Recomputing negative insulin damper")
+            updateGroup.enter()
+            let lastDoseStartDate = nextCounteractionEffectDate.addingTimeInterval(.minutes(-15))
+            doseStore.getGlucoseEffects(start: insulinEffectStartDate, end: nil, doseEnd: lastDoseStartDate, basalDosingEnd: lastDoseStartDate) { (result) -> Void in
+                switch result {
+                case .failure(let error):
+                    self.logger.error("Could not fetch insulin effects for damper: %{public}@", error.localizedDescription)
+                    self.insulinEffect = nil
+                    warnings.append(.fetchDataWarning(.insulinEffect(error: error)))
+                case .success(let effects):
+                    var posDeltaSum = 0.0
+                    effects.enumerated().forEach{
+                        if $0.offset > 0 {
+                            let delta = $0.element.quantity.doubleValue(for: .milligramsPerDeciliter) - effects[$0.offset - 1].quantity.doubleValue(for: .milligramsPerDeciliter)
+                            posDeltaSum += max(0, delta)
+                        }
+                    }
+
+                    let insulinSensitivity = latestSettings.insulinSensitivitySchedule!.quantity(at: lastGlucoseDate)
+                    let basalRate = latestSettings.basalRateSchedule!.value(at: lastGlucoseDate)
+                    let model = self.doseStore.insulinModelProvider.model(for: self.pumpInsulinType)
+
+                    // anchorScale is set to 1 hour for rapid acting adult, and 44 minutes for ultra-rapid insulins
+                    let anchorScale: Double
+                    if let expModel = model as? ExponentialInsulinModel {
+                        anchorScale = 0.8 * expModel.peakActivityTime.hours
+                    } else {
+                        anchorScale = 1.0
+                    }
+
+                    // NID will change the final prediction so that positive changes will be multiplied by weight alpha
+                    // the long term slope will be marginalSlope
+                    // in the initial linear scaling region alpha will be anchorAlpha at anchorPoint
+                    // note that anchorPoint is unaffected by overrides (the changes cancel out)
+                    let marginalSlope = 0.05
+                    let anchorPoint = anchorScale * basalRate * insulinSensitivity.doubleValue(for: .milligramsPerDeciliter)
+                    let anchorAlpha = 0.75
+
+                    let linearScaleSlope = (1.0 - anchorAlpha)/anchorPoint // how alpha scales down in the linear scale region
+
+                    // the slope in the linear scale region of alpha * posDeltaSum is 1 - 2*linearScaleSlope*posDeltaSum.
+                    // the transitionPoint is where we transition from linear scale region to marginalSlope. The slope is continuous at this point
+                    let transitionPoint = (1 - marginalSlope) / (2 * linearScaleSlope)
+
+                    let alpha : Double
+                    if posDeltaSum < transitionPoint { // linear scaling region
+                        alpha = 1 - linearScaleSlope * posDeltaSum
+                    } else { // marginal slope region
+                        let transitionValue = (1 - linearScaleSlope * transitionPoint) * transitionPoint
+                        alpha = (transitionValue + marginalSlope * (posDeltaSum - transitionPoint)) / posDeltaSum
+                    }
+
+                    self.negativeInsulinDamper = max(0, min(1, 1 - alpha))
+                }
+
+                updateGroup.leave()
+            }
+
+        }
 
         if glucoseMomentumEffect == nil {
             updateGroup.enter()
@@ -1011,10 +1079,10 @@ extension LoopDataManager {
             }
         }
 
-        if insulinEffect == nil || insulinEffect?.first?.startDate ?? .distantFuture > insulinEffectStartDate {
+        if updateInsulinEffectNeeded {
             self.logger.debug("Recomputing insulin effects")
             updateGroup.enter()
-            doseStore.getGlucoseEffects(start: insulinEffectStartDate, end: nil, basalDosingEnd: now()) { (result) -> Void in
+            doseStore.getGlucoseEffects(start: insulinEffectStartDate, end: nil, doseEnd: nil, basalDosingEnd: now()) { (result) -> Void in
                 switch result {
                 case .failure(let error):
                     self.logger.error("Could not fetch insulin effects: %{public}@", error.localizedDescription)
@@ -1030,7 +1098,7 @@ extension LoopDataManager {
 
         if insulinEffectIncludingPendingInsulin == nil {
             updateGroup.enter()
-            doseStore.getGlucoseEffects(start: insulinEffectStartDate, end: nil, basalDosingEnd: nil) { (result) -> Void in
+            doseStore.getGlucoseEffects(start: insulinEffectStartDate, end: nil, doseEnd: nil, basalDosingEnd: nil) { (result) -> Void in
                 switch result {
                 case .failure(let error):
                     self.logger.error("Could not fetch insulin effects including pending insulin: %{public}@", error.localizedDescription)
@@ -1199,7 +1267,7 @@ extension LoopDataManager {
         // All outstanding potential insulin delivery
         return pendingTempBasalInsulin + pendingBolusAmount
     }
-
+    
     /// - Throws:
     ///     - LoopError.missingDataError
     ///     - LoopError.configurationError
@@ -1337,6 +1405,51 @@ extension LoopDataManager {
         }
 
         var prediction = LoopMath.predictGlucose(startingAt: glucose, momentum: momentum, effects: effects)
+
+        if inputs.contains(.damper), let damper = negativeInsulinDamper {
+            let damperOnly = inputs.isSubset(of: [.damper])
+            if damperOnly {
+                prediction = try predictGlucose(
+                    startingAt: startingGlucoseOverride,
+                    using: settings.enabledEffects.subtracting(.damper),
+                    historicalInsulinEffect: insulinEffectOverride,
+                    insulinCounteractionEffects: insulinCounteractionEffectsOverride,
+                    historicalCarbEffect: carbEffectOverride,
+                    potentialBolus: potentialBolus,
+                    potentialCarbEntry: potentialCarbEntry,
+                    replacingCarbEntry: replacedCarbEntry,
+                    includingPendingInsulin: includingPendingInsulin,
+                    includingPositiveVelocityAndRC: includingPositiveVelocityAndRC)
+            }
+
+            let alpha = 1 - damper
+            var dampedPrediction = [PredictedGlucoseValue]()
+            var value = 0.0
+            prediction.enumerated().forEach{
+
+                if $0.offset == 0 {
+                    value = $0.element.quantity.doubleValue(for: .milligramsPerDeciliter)
+                    dampedPrediction.append($0.element)
+                    return
+                }
+                let delta = $0.element.quantity.doubleValue(for: .milligramsPerDeciliter) - prediction[$0.offset - 1].quantity.doubleValue(for: .milligramsPerDeciliter)
+
+                if damperOnly {
+                    // we just want to display the effects of damper relative to everything else
+                    if delta > 0 {
+                        value -= damper * delta
+                    }
+                } else if delta > 0 {
+                    value += alpha * delta
+                } else {
+                    value += delta
+                }
+                dampedPrediction.append(PredictedGlucoseValue(startDate: $0.element.startDate, quantity: HKQuantity(unit: .milligramsPerDeciliter, doubleValue: value)))
+            }
+
+            prediction = dampedPrediction
+        }
+
 
         // Dosing requires prediction entries at least as long as the insulin model duration.
         // If our prediction is shorter than that, then extend it here.
@@ -1367,7 +1480,7 @@ extension LoopDataManager {
         var insulinEffect: [GlucoseEffect]?
         let basalDosingEnd = includingPendingInsulin ? nil : now()
         updateGroup.enter()
-        doseStore.getGlucoseEffects(start: insulinEffectStartDate, end: nil, basalDosingEnd: basalDosingEnd) { result in
+        doseStore.getGlucoseEffects(start: insulinEffectStartDate, end: nil, doseEnd: nil, basalDosingEnd: basalDosingEnd) { result in
             switch result {
             case .failure(let error):
                 effectCalculationError.mutate { $0 = error }
@@ -1955,6 +2068,9 @@ protocol LoopState {
 
     /// The total corrective glucose effect from retrospective correction
     var totalRetrospectiveCorrection: HKQuantity? { get }
+
+    /// The negative insulin damper - if present then is in the range [0,1]
+    var negativeInsulinDamper: Double? { get}
 
     /// Calculates a new prediction from the current data using the specified effect inputs
     ///
@@ -2079,6 +2195,11 @@ extension LoopDataManager {
             dispatchPrecondition(condition: .onQueue(loopDataManager.dataAccessQueue))
             return loopDataManager.retrospectiveCorrection.totalGlucoseCorrectionEffect
         }
+
+        var negativeInsulinDamper: Double? {
+            dispatchPrecondition(condition: .onQueue(loopDataManager.dataAccessQueue))
+            return loopDataManager.negativeInsulinDamper
+        }
 
         func predictGlucose(using inputs: PredictionInputEffect, potentialBolus: DoseEntry?, potentialCarbEntry: NewCarbEntry?, replacingCarbEntry replacedCarbEntry: StoredCarbEntry?, includingPendingInsulin: Bool, considerPositiveVelocityAndRC: Bool) throws -> [PredictedGlucoseValue] {
             dispatchPrecondition(condition: .onQueue(loopDataManager.dataAccessQueue))

Loop/Managers/Store Protocols/DoseStoreProtocol.swift

@@ -50,7 +50,7 @@ protocol DoseStoreProtocol: AnyObject {
     // MARK: IOB and insulin effect
     func insulinOnBoard(at date: Date, completion: @escaping (_ result: DoseStoreResult<InsulinValue>) -> Void)
 
-    func getGlucoseEffects(start: Date, end: Date?, basalDosingEnd: Date?, completion: @escaping (_ result: DoseStoreResult<[GlucoseEffect]>) -> Void)
+    func getGlucoseEffects(start: Date, end: Date?, doseEnd: Date?, basalDosingEnd: Date?, completion: @escaping (_ result: DoseStoreResult<[GlucoseEffect]>) -> Void)
 
     func getInsulinOnBoardValues(start: Date, end: Date? , basalDosingEnd: Date?, completion: @escaping (_ result: DoseStoreResult<[InsulinValue]>) -> Void)
 

Loop/Models/LoopSettings+Loop.swift

@@ -15,6 +15,9 @@ extension LoopSettings {
         if !LoopConstants.retrospectiveCorrectionEnabled {
             inputs.remove(.retrospection)
         }
+        if !UserDefaults.standard.negativeInsulinDamperEnabled {
+            inputs.remove(.damper)
+        }
         return inputs
     }    
 }

Loop/Models/PredictionInputEffect.swift

@@ -18,15 +18,18 @@ struct PredictionInputEffect: OptionSet {
     static let momentum         = PredictionInputEffect(rawValue: 1 << 2)
     static let retrospection    = PredictionInputEffect(rawValue: 1 << 3)
     static let suspend          = PredictionInputEffect(rawValue: 1 << 4)
+    static let damper           = PredictionInputEffect(rawValue: 1 << 5)
 
-    static let all: PredictionInputEffect = [.carbs, .insulin, .momentum, .retrospection]
+    static let all: PredictionInputEffect = [.carbs, .insulin, .damper, .momentum, .retrospection]
 
     var localizedTitle: String? {
         switch self {
         case [.carbs]:
             return NSLocalizedString("Carbohydrates", comment: "Title of the prediction input effect for carbohydrates")
         case [.insulin]:
             return NSLocalizedString("Insulin", comment: "Title of the prediction input effect for insulin")
+        case [.damper]:
+            return NSLocalizedString("Negative Insulin Damper", comment: "Title of the prediction input effect for negative insulin damper")
         case [.momentum]:
             return NSLocalizedString("Glucose Momentum", comment: "Title of the prediction input effect for glucose momentum")
         case [.retrospection]:
@@ -44,6 +47,8 @@ struct PredictionInputEffect: OptionSet {
             return String(format: NSLocalizedString("Carbs Absorbed (g) ÷ Carb Ratio (g/U) × Insulin Sensitivity (%1$@/U)", comment: "Description of the prediction input effect for carbohydrates. (1: The glucose unit string)"), unit.localizedShortUnitString)
         case [.insulin]:
             return String(format: NSLocalizedString("Insulin Absorbed (U) × Insulin Sensitivity (%1$@/U)", comment: "Description of the prediction input effect for insulin"), unit.localizedShortUnitString)
+        case [.damper]:
+            return String(format: NSLocalizedString("Reduces increases in glucose. The damper is stronger when there is more negative insulin", comment: "Description of the prediction input effect for negative insulin damper"), unit.localizedShortUnitString)
         case [.momentum]:
             return NSLocalizedString("15 min glucose regression coefficient (b₁), continued with decay over 30 min", comment: "Description of the prediction input effect for glucose momentum")
         case [.retrospection]: