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marionbarkerbjorkertps2
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Glucose Based Partial Application Factor (#1988)
* Add Dosing Strategy: automaticBolusSlidingScale * Reverse order of two new constants * revert to dev for dosing strategy selection * revert to dev for dosing strategy selection * Rename to effectiveBolusApplicationFactor, change to flag inside existing automaticBolus case * Add applyLinearRamp slider to Dosing Strategy * Update constants * Modify explanation seen by user * missed one phrase * Update explanation seen by user, modify font * Enable swapping of original and replacment protocols, minimize LoopKit changes * Restore to dev branch version prior to pr1988_update merge * Restore to dev branch version prior to update for PR 1988 * Updates per requested changes for Loop PR 1988 * Renaming, adjusting views, logging * Wording change * Logging error fixed * dead code * missed rename * dark mode fix * Updated algorithm experiments view and glucose based partial application view * Put algorithm experiments behind feature flag --------- Co-authored-by: Jonas Björkert <jonas@bjorkert.se> Co-authored-by: Pete Schwamb <pete@schwamb.net>
1 parent daca18f commit a927001

9 files changed

+283
-4
lines changed

‎Common/FeatureFlags.swift

Lines changed: 8 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -39,6 +39,7 @@ struct FeatureFlagConfiguration: Decodable {
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let adultChildInsulinModelSelectionEnabled: Bool
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let profileExpirationSettingsViewEnabled: Bool
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let missedMealNotifications: Bool
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let allowAlgorithmExperiments: Bool
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4344

4445
fileprivate init() {
@@ -229,6 +230,11 @@ struct FeatureFlagConfiguration: Decodable {
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self.missedMealNotifications = true
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#endif
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233+
#if ALLOW_ALGORITHM_EXPERIMENTS
234+
self.allowAlgorithmExperiments = true
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#else
236+
self.allowAlgorithmExperiments = false
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#endif
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}
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}
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@@ -263,7 +269,8 @@ extension FeatureFlagConfiguration : CustomDebugStringConvertible {
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"* dynamicCarbAbsorptionEnabled: \(dynamicCarbAbsorptionEnabled)",
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"* adultChildInsulinModelSelectionEnabled: \(adultChildInsulinModelSelectionEnabled)",
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"* profileExpirationSettingsViewEnabled: \(profileExpirationSettingsViewEnabled)",
266-
"* missedMealNotifications: \(missedMealNotifications)"
272+
"* missedMealNotifications: \(missedMealNotifications)",
273+
"* allowAlgorithmExperiments: \(allowAlgorithmExperiments)"
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].joined(separator: "\n")
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}
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}

‎Loop.xcodeproj/project.pbxproj

Lines changed: 20 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -518,6 +518,11 @@
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C1FB428D21791D2500FAB378 /* PumpManager.swift in Sources */ = {isa = PBXBuildFile; fileRef = 43C3B6F620BBCAA30026CAFA /* PumpManager.swift */; };
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C1FB428F217921D600FAB378 /* PumpManagerUI.swift in Sources */ = {isa = PBXBuildFile; fileRef = C1FB428E217921D600FAB378 /* PumpManagerUI.swift */; };
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C1FB4290217922A100FAB378 /* PumpManagerUI.swift in Sources */ = {isa = PBXBuildFile; fileRef = C1FB428E217921D600FAB378 /* PumpManagerUI.swift */; };
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DDC389F62A2B61750066E2E8 /* ApplicationFactorStrategy.swift in Sources */ = {isa = PBXBuildFile; fileRef = DDC389F52A2B61750066E2E8 /* ApplicationFactorStrategy.swift */; };
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DDC389F82A2B620B0066E2E8 /* GlucoseBasedApplicationFactorStrategy.swift in Sources */ = {isa = PBXBuildFile; fileRef = DDC389F72A2B620B0066E2E8 /* GlucoseBasedApplicationFactorStrategy.swift */; };
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DDC389FA2A2B62470066E2E8 /* ConstantApplicationFactorStrategy.swift in Sources */ = {isa = PBXBuildFile; fileRef = DDC389F92A2B62470066E2E8 /* ConstantApplicationFactorStrategy.swift */; };
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DDC389FC2A2BC6670066E2E8 /* SettingsView+algorithmExperimentsSection.swift in Sources */ = {isa = PBXBuildFile; fileRef = DDC389FB2A2BC6670066E2E8 /* SettingsView+algorithmExperimentsSection.swift */; };
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DDC389FE2A2C4C830066E2E8 /* GlucoseBasedApplicationFactorSelectionView.swift in Sources */ = {isa = PBXBuildFile; fileRef = DDC389FD2A2C4C830066E2E8 /* GlucoseBasedApplicationFactorSelectionView.swift */; };
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E90909D124E34AC500F963D2 /* high_and_rising_with_cob_momentum_effect.json in Resources */ = {isa = PBXBuildFile; fileRef = E90909CC24E34AC500F963D2 /* high_and_rising_with_cob_momentum_effect.json */; };
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E90909D224E34AC500F963D2 /* high_and_rising_with_cob_insulin_effect.json in Resources */ = {isa = PBXBuildFile; fileRef = E90909CD24E34AC500F963D2 /* high_and_rising_with_cob_insulin_effect.json */; };
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E90909D324E34AC500F963D2 /* high_and_rising_with_cob_predicted_glucose.json in Resources */ = {isa = PBXBuildFile; fileRef = E90909CE24E34AC500F963D2 /* high_and_rising_with_cob_predicted_glucose.json */; };
@@ -1687,6 +1692,11 @@
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C1FF3D4B29C786A900BDC1EC /* he */ = {isa = PBXFileReference; lastKnownFileType = text.plist.strings; name = he; path = he.lproj/Localizable.strings; sourceTree = "<group>"; };
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C1FF3D4C29C786A900BDC1EC /* he */ = {isa = PBXFileReference; lastKnownFileType = text.plist.strings; name = he; path = he.lproj/Localizable.strings; sourceTree = "<group>"; };
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C1FF3D4D29C786A900BDC1EC /* he */ = {isa = PBXFileReference; lastKnownFileType = text.plist.strings; name = he; path = he.lproj/InfoPlist.strings; sourceTree = "<group>"; };
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DDC389F52A2B61750066E2E8 /* ApplicationFactorStrategy.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ApplicationFactorStrategy.swift; sourceTree = "<group>"; };
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DDC389F72A2B620B0066E2E8 /* GlucoseBasedApplicationFactorStrategy.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = GlucoseBasedApplicationFactorStrategy.swift; sourceTree = "<group>"; };
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DDC389F92A2B62470066E2E8 /* ConstantApplicationFactorStrategy.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ConstantApplicationFactorStrategy.swift; sourceTree = "<group>"; };
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DDC389FB2A2BC6670066E2E8 /* SettingsView+algorithmExperimentsSection.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "SettingsView+algorithmExperimentsSection.swift"; sourceTree = "<group>"; };
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DDC389FD2A2C4C830066E2E8 /* GlucoseBasedApplicationFactorSelectionView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = GlucoseBasedApplicationFactorSelectionView.swift; sourceTree = "<group>"; };
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E90909CC24E34AC500F963D2 /* high_and_rising_with_cob_momentum_effect.json */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.json; path = high_and_rising_with_cob_momentum_effect.json; sourceTree = "<group>"; };
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E90909CD24E34AC500F963D2 /* high_and_rising_with_cob_insulin_effect.json */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.json; path = high_and_rising_with_cob_insulin_effect.json; sourceTree = "<group>"; };
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E90909CE24E34AC500F963D2 /* high_and_rising_with_cob_predicted_glucose.json */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.json; path = high_and_rising_with_cob_predicted_glucose.json; sourceTree = "<group>"; };
@@ -2314,6 +2324,7 @@
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isa = PBXGroup;
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children = (
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A98556842493F901000FD662 /* AlertStore+SimulatedCoreData.swift */,
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DDC389FB2A2BC6670066E2E8 /* SettingsView+algorithmExperimentsSection.swift */,
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C1D289B422F90A52003FFBD9 /* BasalDeliveryState.swift */,
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A9F703722489BC8500C98AD8 /* CarbStore+SimulatedCoreData.swift */,
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C17824991E1999FA00D9D25C /* CaseCountable.swift */,
@@ -2400,6 +2411,7 @@
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43F64DD81D9C92C900D24DC6 /* TitleSubtitleTableViewCell.swift */,
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4311FB9A1F37FE1B00D4C0A7 /* TitleSubtitleTextFieldTableViewCell.swift */,
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C1AF062229426300002C1B19 /* ManualGlucoseEntryRow.swift */,
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DDC389FD2A2C4C830066E2E8 /* GlucoseBasedApplicationFactorSelectionView.swift */,
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);
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path = Views;
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sourceTree = "<group>";
@@ -2441,6 +2453,9 @@
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C1F2075B26D6F9B0007AB7EB /* ProfileExpirationAlerter.swift */,
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A96DAC2B2838F31200D94E38 /* SharedLogging.swift */,
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7E69CFFB2A16A77E00203CBD /* ResetLoopManager.swift */,
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DDC389F52A2B61750066E2E8 /* ApplicationFactorStrategy.swift */,
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DDC389F72A2B620B0066E2E8 /* GlucoseBasedApplicationFactorStrategy.swift */,
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DDC389F92A2B62470066E2E8 /* ConstantApplicationFactorStrategy.swift */,
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);
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path = Managers;
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sourceTree = "<group>";
@@ -3872,6 +3887,7 @@
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C1201E2C23ECDBD0002DA84A /* WatchContextRequestUserInfo.swift in Sources */,
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1D49795824E7289700948F05 /* ServicesViewModel.swift in Sources */,
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1D4A3E2D2478628500FD601B /* StoredAlert+CoreDataClass.swift in Sources */,
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DDC389FA2A2B62470066E2E8 /* ConstantApplicationFactorStrategy.swift in Sources */,
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892D7C5123B54A15008A9656 /* CarbEntryViewController.swift in Sources */,
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B4E202302661063E009421B5 /* AutomaticDosingStatus.swift in Sources */,
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C191D2A125B3ACAA00C26C0B /* DosingStrategySelectionView.swift in Sources */,
@@ -3903,6 +3919,7 @@
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1DB619AC270BAD3D006C9D07 /* VersionUpdateViewModel.swift in Sources */,
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A9C62D882331703100535612 /* Service.swift in Sources */,
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89CAB36324C8FE96009EE3CE /* PredictedGlucoseChartView.swift in Sources */,
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DDC389F82A2B620B0066E2E8 /* GlucoseBasedApplicationFactorStrategy.swift in Sources */,
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4F6663941E905FD2009E74FC /* ChartColorPalette+Loop.swift in Sources */,
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A9F703732489BC8500C98AD8 /* CarbStore+SimulatedCoreData.swift in Sources */,
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4328E0351CFC0AE100E199AA /* WatchDataManager.swift in Sources */,
@@ -3933,6 +3950,7 @@
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E9B080B1253BDA6300BAD8F8 /* UserDefaults+LoopIntents.swift in Sources */,
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C1AF062329426300002C1B19 /* ManualGlucoseEntryRow.swift in Sources */,
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C148CEE724FD91BD00711B3B /* DeliveryUncertaintyAlertManager.swift in Sources */,
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DDC389FC2A2BC6670066E2E8 /* SettingsView+algorithmExperimentsSection.swift in Sources */,
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1D12D3B92548EFDD00B53E8B /* main.swift in Sources */,
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435400341C9F878D00D5819C /* SetBolusUserInfo.swift in Sources */,
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A9DCF32A25B0FABF00C89088 /* LoopUIColorPalette+Default.swift in Sources */,
@@ -3967,13 +3985,15 @@
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A97F250825E056D500F0EE19 /* OnboardingManager.swift in Sources */,
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438D42F91D7C88BC003244B0 /* PredictionInputEffect.swift in Sources */,
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892A5D692230C41D008961AB /* RangeReplaceableCollection.swift in Sources */,
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DDC389F62A2B61750066E2E8 /* ApplicationFactorStrategy.swift in Sources */,
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4F70C2101DE8FAC5006380B7 /* ExtensionDataManager.swift in Sources */,
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43DFB62320D4CAE7008A7BAE /* PumpManager.swift in Sources */,
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A9FB75F1252BE320004C7D3F /* BolusDosingDecision.swift in Sources */,
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892A5D59222F0A27008961AB /* Debug.swift in Sources */,
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431A8C401EC6E8AB00823B9C /* CircleMaskView.swift in Sources */,
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1D05219D2469F1F5000EBBDE /* AlertStore.swift in Sources */,
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439897371CD2F80600223065 /* AnalyticsServicesManager.swift in Sources */,
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DDC389FE2A2C4C830066E2E8 /* GlucoseBasedApplicationFactorSelectionView.swift in Sources */,
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A9C62D842331700E00535612 /* DiagnosticLog+Subsystem.swift in Sources */,
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895FE0952201234000FCF18A /* OverrideSelectionViewController.swift in Sources */,
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C1EF747228D6A44A00C8C083 /* CrashRecoveryManager.swift in Sources */,

‎Loop/Extensions/SettingsView+algorithmExperimentsSection.swift

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,67 @@
1+
//
2+
// SettingsView+algorithmExperimentsSection.swift
3+
// Loop
4+
//
5+
// Created by Jonas Björkert on 2023-06-03.
6+
// Copyright © 2023 LoopKit Authors. All rights reserved.
7+
//
8+
9+
import Foundation
10+
import SwiftUI
11+
import LoopKit
12+
import LoopKitUI
13+
14+
extension SettingsView {
15+
internal var algorithmExperimentsSection: some View {
16+
NavigationLink(NSLocalizedString("Algorithm Experiments", comment: "The title of the Algorithm Experiments section in settings")) {
17+
ExperimentsSettingsView(automaticDosingStrategy: viewModel.automaticDosingStrategy)
18+
}
19+
}
20+
}
21+
22+
public struct ExperimentRow: View {
23+
var name: String
24+
var enabled: Bool
25+
26+
public var body: some View {
27+
HStack {
28+
Text(name)
29+
.foregroundColor(.primary)
30+
Spacer()
31+
Text(enabled ? "On" : "Off")
32+
.foregroundColor(enabled ? .red : .secondary)
33+
}
34+
}
35+
}
36+
37+
public struct ExperimentsSettingsView: View {
38+
@State private var isGlucoseBasedApplicationFactorEnabled = UserDefaults.standard.glucoseBasedApplicationFactorEnabled
39+
var automaticDosingStrategy: AutomaticDosingStrategy
40+
41+
public var body: some View {
42+
VStack(alignment: .center, spacing: 12) {
43+
VStack {
44+
Text("⚠️").font(.largeTitle)
45+
Text("Caution")
46+
}
47+
Divider()
48+
VStack(alignment: .leading, spacing: 12) {
49+
Text(NSLocalizedString("Algorithm Experiments are optional modifications to the Loop Algorithm. These modifications are less tested than the standard Loop algorithm, so please use carefully.", comment: "Algorithm Experiments description."))
50+
Text(NSLocalizedString("In future versions of Loop these experiments may change, end up as standard parts of the Loop Algorithm, or be removed from Loop entirely. Please follow along in the Loop Zulip chat to stay informed of possible changes to these features.", comment: "Algorithm Experiments description second paragraph."))
51+
}
52+
.foregroundColor(.secondary)
53+
54+
Divider()
55+
NavigationLink(destination: GlucoseBasedApplicationFactorSelectionView(isGlucoseBasedApplicationFactorEnabled: $isGlucoseBasedApplicationFactorEnabled, automaticDosingStrategy: automaticDosingStrategy)) {
56+
ExperimentRow(name: "Glucose Based Partial Application", enabled: isGlucoseBasedApplicationFactorEnabled && automaticDosingStrategy == .automaticBolus)
57+
}
58+
.padding()
59+
.background(Color(UIColor.secondarySystemBackground))
60+
.foregroundColor(.accentColor)
61+
.cornerRadius(10)
62+
Spacer()
63+
}
64+
.padding()
65+
.navigationTitle(NSLocalizedString("Algorithm Experiments", comment: "Navigation title for algorithms experiments screen"))
66+
}
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}

‎Loop/Managers/ApplicationFactorStrategy.swift

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@@ -0,0 +1,20 @@
1+
//
2+
// ApplicationFactorStrategy.swift
3+
// Loop
4+
//
5+
// Created by Jonas Björkert on 2023-06-03.
6+
// Copyright © 2023 LoopKit Authors. All rights reserved.
7+
//
8+
9+
import Foundation
10+
import HealthKit
11+
import LoopKit
12+
import LoopCore
13+
14+
protocol ApplicationFactorStrategy {
15+
func calculateDosingFactor(
16+
for glucose: HKQuantity,
17+
correctionRangeSchedule: GlucoseRangeSchedule,
18+
settings: LoopSettings
19+
) -> Double
20+
}

‎Loop/Managers/ConstantApplicationFactorStrategy.swift

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,23 @@
1+
//
2+
// ConstantDosingStrategy.swift
3+
// Loop
4+
//
5+
// Created by Jonas Björkert on 2023-06-03.
6+
// Copyright © 2023 LoopKit Authors. All rights reserved.
7+
//
8+
9+
import Foundation
10+
import HealthKit
11+
import LoopKit
12+
import LoopCore
13+
14+
struct ConstantApplicationFactorStrategy: ApplicationFactorStrategy {
15+
func calculateDosingFactor(
16+
for glucose: HKQuantity,
17+
correctionRangeSchedule: GlucoseRangeSchedule,
18+
settings: LoopSettings
19+
) -> Double {
20+
// The original strategy uses a constant dosing factor.
21+
return LoopConstants.bolusPartialApplicationFactor
22+
}
23+
}

‎Loop/Managers/GlucoseBasedApplicationFactorStrategy.swift

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,57 @@
1+
//
2+
// GlucoseBasedApplicationFactorStrategy.swift
3+
// Loop
4+
//
5+
// Created by Jonas Björkert on 2023-06-03.
6+
// Copyright © 2023 LoopKit Authors. All rights reserved.
7+
//
8+
9+
import Foundation
10+
import HealthKit
11+
import LoopKit
12+
import LoopCore
13+
14+
struct GlucoseBasedApplicationFactorStrategy: ApplicationFactorStrategy {
15+
static let minPartialApplicationFactor = 0.20 // min fraction of correction when glucose > minGlucoseSlidingScale
16+
static let maxPartialApplicationFactor = 0.80 // max fraction of correction when glucose > maxGlucoseSlidingScale
17+
// set minGlucoseSlidingScale based on user setting for correction range
18+
// use mg/dL for calculations
19+
static let minGlucoseDeltaSlidingScale = 10.0 // mg/dL
20+
static let maxGlucoseSlidingScale = 200.0 // mg/dL
21+
22+
func calculateDosingFactor(
23+
for glucose: HKQuantity,
24+
correctionRangeSchedule: GlucoseRangeSchedule,
25+
settings: LoopSettings
26+
) -> Double {
27+
// Calculate current glucose and lower bound target
28+
let currentGlucose = glucose.doubleValue(for: .milligramsPerDeciliter)
29+
let correctionRange = correctionRangeSchedule.quantityRange(at: Date())
30+
let lowerBoundTarget = correctionRange.lowerBound.doubleValue(for: .milligramsPerDeciliter)
31+
32+
// Calculate minimum glucose sliding scale and scaling fraction
33+
let minGlucoseSlidingScale = GlucoseBasedApplicationFactorStrategy.minGlucoseDeltaSlidingScale + lowerBoundTarget
34+
let scalingFraction = (GlucoseBasedApplicationFactorStrategy.maxPartialApplicationFactor - GlucoseBasedApplicationFactorStrategy.minPartialApplicationFactor) / (GlucoseBasedApplicationFactorStrategy.maxGlucoseSlidingScale - minGlucoseSlidingScale)
35+
let scalingGlucose = max(currentGlucose - minGlucoseSlidingScale, 0.0)
36+
37+
// Calculate effectiveBolusApplicationFactor
38+
let effectiveBolusApplicationFactor = min(GlucoseBasedApplicationFactorStrategy.minPartialApplicationFactor + scalingGlucose * scalingFraction, GlucoseBasedApplicationFactorStrategy.maxPartialApplicationFactor)
39+
40+
return effectiveBolusApplicationFactor
41+
}
42+
}
43+
44+
extension UserDefaults {
45+
private enum Key: String {
46+
case GlucoseBasedApplicationFactorEnabled = "com.loopkit.algorithmExperiments.glucoseBasedApplicationFactorEnabled"
47+
}
48+
49+
var glucoseBasedApplicationFactorEnabled: Bool {
50+
get {
51+
bool(forKey: Key.GlucoseBasedApplicationFactorEnabled.rawValue) as Bool
52+
}
53+
set {
54+
set(newValue, forKey: Key.GlucoseBasedApplicationFactorEnabled.rawValue)
55+
}
56+
}
57+
}

‎Loop/Managers/LoopDataManager.swift

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Original file line numberDiff line numberDiff line change
@@ -1698,7 +1698,23 @@ extension LoopDataManager {
16981698
return self.delegate?.roundBolusVolume(units: units) ?? units
16991699
}
17001700

1701-
let maxAutomaticBolus = min(iobHeadroom, maxBolus! * LoopConstants.bolusPartialApplicationFactor)
1701+
// Create dosing strategy based on user setting
1702+
let applicationFactorStrategy: ApplicationFactorStrategy = UserDefaults.standard.glucoseBasedApplicationFactorEnabled
1703+
? GlucoseBasedApplicationFactorStrategy()
1704+
: ConstantApplicationFactorStrategy()
1705+
1706+
let correctionRangeSchedule = settings.effectiveGlucoseTargetRangeSchedule()
1707+
1708+
let effectiveBolusApplicationFactor = applicationFactorStrategy.calculateDosingFactor(
1709+
for: glucose.quantity,
1710+
correctionRangeSchedule: correctionRangeSchedule!,
1711+
settings: settings
1712+
)
1713+
1714+
self.logger.debug(" *** Glucose: %{public}@, effectiveBolusApplicationFactor: %.2f", glucose.quantity.description, effectiveBolusApplicationFactor)
1715+
1716+
// If a user customizes maxPartialApplicationFactor > 1; this respects maxBolus
1717+
let maxAutomaticBolus = min(iobHeadroom, maxBolus! * min(effectiveBolusApplicationFactor, 1.0))
17021718

17031719
dosingRecommendation = predictedGlucose.recommendedAutomaticDose(
17041720
to: glucoseTargetRange!,
@@ -1708,7 +1724,7 @@ extension LoopDataManager {
17081724
model: doseStore.insulinModelProvider.model(for: pumpInsulinType),
17091725
basalRates: basalRateSchedule!,
17101726
maxAutomaticBolus: maxAutomaticBolus,
1711-
partialApplicationFactor: LoopConstants.bolusPartialApplicationFactor * self.timeBasedDoseApplicationFactor,
1727+
partialApplicationFactor: effectiveBolusApplicationFactor * self.timeBasedDoseApplicationFactor,
17121728
lastTempBasal: lastTempBasal,
17131729
volumeRounder: volumeRounder,
17141730
rateRounder: rateRounder,
@@ -2128,6 +2144,7 @@ extension LoopDataManager {
21282144
"insulinOnBoard: \(String(describing: manager.insulinOnBoard))",
21292145
"error: \(String(describing: state.error))",
21302146
"overrideInUserDefaults: \(String(describing: UserDefaults.appGroup?.intentExtensionOverrideToSet))",
2147+
"glucoseBasedApplicationFactorEnabled: \(UserDefaults.standard.glucoseBasedApplicationFactorEnabled)",
21312148
"",
21322149
String(reflecting: self.retrospectiveCorrection),
21332150
"",

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