OpenAPS.swift 35 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874
  1. import Combine
  2. import CoreData
  3. import Foundation
  4. import JavaScriptCore
  5. final class OpenAPS {
  6. private let jsWorker = JavaScriptWorker()
  7. private let processQueue = DispatchQueue(label: "OpenAPS.processQueue", qos: .utility)
  8. private let storage: FileStorage
  9. let context = CoreDataStack.shared.persistentContainer.newBackgroundContext()
  10. let jsonConverter = JSONConverter()
  11. init(storage: FileStorage) {
  12. self.storage = storage
  13. }
  14. // Helper function to convert a Decimal? to NSDecimalNumber?
  15. func decimalToNSDecimalNumber(_ value: Decimal?) -> NSDecimalNumber? {
  16. guard let value = value else { return nil }
  17. return NSDecimalNumber(decimal: value)
  18. }
  19. // Use the helper function for cleaner code
  20. func processDetermination(_ determination: Determination) {
  21. context.perform {
  22. let newOrefDetermination = OrefDetermination(context: self.context)
  23. newOrefDetermination.id = UUID()
  24. newOrefDetermination.totalDailyDose = self.decimalToNSDecimalNumber(determination.tdd)
  25. newOrefDetermination.insulinSensitivity = self.decimalToNSDecimalNumber(determination.isf)
  26. newOrefDetermination.currentTarget = self.decimalToNSDecimalNumber(determination.current_target)
  27. newOrefDetermination.eventualBG = determination.eventualBG.map(NSDecimalNumber.init)
  28. newOrefDetermination.deliverAt = determination.deliverAt
  29. newOrefDetermination.insulinForManualBolus = self.decimalToNSDecimalNumber(determination.insulinForManualBolus)
  30. newOrefDetermination.carbRatio = self.decimalToNSDecimalNumber(determination.carbRatio)
  31. newOrefDetermination.glucose = self.decimalToNSDecimalNumber(determination.bg)
  32. newOrefDetermination.reservoir = self.decimalToNSDecimalNumber(determination.reservoir)
  33. newOrefDetermination.insulinReq = self.decimalToNSDecimalNumber(determination.insulinReq)
  34. newOrefDetermination.temp = determination.temp?.rawValue ?? "absolute"
  35. newOrefDetermination.rate = self.decimalToNSDecimalNumber(determination.rate)
  36. newOrefDetermination.reason = determination.reason
  37. newOrefDetermination.duration = Int16(determination.duration ?? 0)
  38. newOrefDetermination.iob = self.decimalToNSDecimalNumber(determination.iob)
  39. newOrefDetermination.threshold = self.decimalToNSDecimalNumber(determination.threshold)
  40. newOrefDetermination.minDelta = self.decimalToNSDecimalNumber(determination.minDelta)
  41. newOrefDetermination.sensitivityRatio = self.decimalToNSDecimalNumber(determination.sensitivityRatio)
  42. newOrefDetermination.expectedDelta = self.decimalToNSDecimalNumber(determination.expectedDelta)
  43. newOrefDetermination.cob = Int16(Int(determination.cob ?? 0))
  44. newOrefDetermination.manualBolusErrorString = self.decimalToNSDecimalNumber(determination.manualBolusErrorString)
  45. newOrefDetermination.tempBasal = determination.insulin?.temp_basal.map { NSDecimalNumber(decimal: $0) }
  46. newOrefDetermination.scheduledBasal = determination.insulin?.scheduled_basal.map { NSDecimalNumber(decimal: $0) }
  47. newOrefDetermination.bolus = determination.insulin?.bolus.map { NSDecimalNumber(decimal: $0) }
  48. newOrefDetermination.smbToDeliver = determination.units.map { NSDecimalNumber(decimal: $0) }
  49. newOrefDetermination.carbsRequired = Int16(Int(determination.carbsReq ?? 0))
  50. if let predictions = determination.predictions {
  51. ["iob": predictions.iob, "zt": predictions.zt, "cob": predictions.cob, "uam": predictions.uam]
  52. .forEach { type, values in
  53. if let values = values {
  54. let forecast = Forecast(context: self.context)
  55. forecast.id = UUID()
  56. forecast.type = type
  57. forecast.date = Date()
  58. forecast.orefDetermination = newOrefDetermination
  59. for (index, value) in values.enumerated() {
  60. let forecastValue = ForecastValue(context: self.context)
  61. forecastValue.index = Int32(index)
  62. forecastValue.value = Int32(value)
  63. forecast.addToForecastValues(forecastValue)
  64. }
  65. newOrefDetermination.addToForecasts(forecast)
  66. }
  67. }
  68. }
  69. self.attemptToSaveContext()
  70. }
  71. }
  72. func attemptToSaveContext() {
  73. do {
  74. guard context.hasChanges else { return }
  75. try context.save()
  76. } catch {
  77. print(error.localizedDescription)
  78. }
  79. }
  80. // fetch glucose to pass it to the meal function and to determine basal
  81. private func fetchAndProcessGlucose() -> String {
  82. var glucoseAsJSON: String?
  83. context.performAndWait {
  84. let results = CoreDataStack.shared.fetchEntities2(
  85. ofType: GlucoseStored.self,
  86. onContext: context,
  87. predicate: NSPredicate.predicateForSixHoursAgo,
  88. key: "date",
  89. ascending: false,
  90. fetchLimit: 72,
  91. batchSize: 24
  92. )
  93. // convert to json
  94. glucoseAsJSON = self.jsonConverter.convertToJSON(results)
  95. }
  96. return glucoseAsJSON ?? "{}"
  97. }
  98. private func fetchAndProcessCarbs() -> String {
  99. // perform fetch AND conversion on the same thread
  100. // if we do it like this we do not change the thread and do not have to pass the objectIDs
  101. var carbsAsJSON: String?
  102. context.performAndWait {
  103. let results = CoreDataStack.shared.fetchEntities2(
  104. ofType: CarbEntryStored.self,
  105. onContext: context,
  106. predicate: NSPredicate.predicateForOneDayAgo,
  107. key: "date",
  108. ascending: false
  109. )
  110. // convert to json
  111. carbsAsJSON = self.jsonConverter.convertToJSON(results)
  112. }
  113. return carbsAsJSON ?? "{}"
  114. }
  115. private func fetchPumpHistoryObjectIDs() -> [NSManagedObjectID]? {
  116. let results = CoreDataStack.shared.fetchEntities2(
  117. ofType: PumpEventStored.self,
  118. onContext: context,
  119. predicate: NSPredicate.pumpHistoryLast24h,
  120. key: "timestamp",
  121. ascending: false,
  122. batchSize: 50
  123. )
  124. return results.map(\.objectID)
  125. }
  126. private func parsePumpHistory(_ pumpHistoryObjectIDs: [NSManagedObjectID]) -> String {
  127. // Return an empty JSON object if the list of object IDs is empty
  128. guard !pumpHistoryObjectIDs.isEmpty else { return "{}" }
  129. // Execute all operations on the background context
  130. let jsonResult = context.performAndWait {
  131. // Load the pump events from the object IDs
  132. let pumpHistory: [PumpEventStored] = pumpHistoryObjectIDs
  133. .compactMap { context.object(with: $0) as? PumpEventStored }
  134. // Create the DTOs
  135. let dtos: [PumpEventDTO] = pumpHistory.flatMap { event -> [PumpEventDTO] in
  136. var eventDTOs: [PumpEventDTO] = []
  137. if let bolusDTO = event.toBolusDTOEnum() {
  138. eventDTOs.append(bolusDTO)
  139. }
  140. if let tempBasalDTO = event.toTempBasalDTOEnum() {
  141. eventDTOs.append(tempBasalDTO)
  142. }
  143. if let tempBasalDurationDTO = event.toTempBasalDurationDTOEnum() {
  144. eventDTOs.append(tempBasalDurationDTO)
  145. }
  146. return eventDTOs
  147. }
  148. // Convert the DTOs to JSON
  149. return jsonConverter.convertToJSON(dtos)
  150. }
  151. // Return the JSON result
  152. return jsonResult
  153. }
  154. func determineBasal(currentTemp: TempBasal, clock: Date = Date()) -> Future<Determination?, Never> {
  155. Future { promise in
  156. self.processQueue.async {
  157. debug(.openAPS, "Start determineBasal")
  158. // clock
  159. self.storage.save(clock, as: Monitor.clock)
  160. let pass = self.loadFileFromStorage(name: Monitor.clock)
  161. // temp_basal
  162. let tempBasal = currentTemp.rawJSON
  163. self.storage.save(tempBasal, as: Monitor.tempBasal)
  164. let pumpHistoryObjectIDs = self.fetchPumpHistoryObjectIDs() ?? []
  165. let pumpHistoryJSON = self.parsePumpHistory(pumpHistoryObjectIDs)
  166. // carbs
  167. let carbsAsJSON = self.fetchAndProcessCarbs()
  168. /// glucose
  169. let glucoseAsJSON = self.fetchAndProcessGlucose()
  170. /// profile
  171. let profile = self.loadFileFromStorage(name: Settings.profile)
  172. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  173. /// meal
  174. let meal = self.meal(
  175. pumphistory: pumpHistoryJSON,
  176. profile: profile,
  177. basalProfile: basalProfile,
  178. clock: pass,
  179. carbs: carbsAsJSON,
  180. glucose: glucoseAsJSON
  181. )
  182. self.storage.save(meal, as: Monitor.meal)
  183. // iob
  184. let autosens = self.loadFileFromStorage(name: Settings.autosense)
  185. let iob = self.iob(
  186. pumphistory: pumpHistoryJSON,
  187. profile: profile,
  188. clock: pass,
  189. autosens: autosens.isEmpty ? .null : autosens
  190. )
  191. self.storage.save(iob, as: Monitor.iob)
  192. // determine-basal
  193. let reservoir = self.loadFileFromStorage(name: Monitor.reservoir)
  194. let preferences = self.loadFileFromStorage(name: Settings.preferences)
  195. // oref2
  196. let oref2_variables = self.oref2()
  197. let orefDetermination = self.determineBasal(
  198. glucose: glucoseAsJSON,
  199. currentTemp: tempBasal,
  200. iob: iob,
  201. profile: profile,
  202. autosens: autosens.isEmpty ? .null : autosens,
  203. meal: meal,
  204. microBolusAllowed: true,
  205. reservoir: reservoir,
  206. pumpHistory: pumpHistoryJSON,
  207. preferences: preferences,
  208. basalProfile: basalProfile,
  209. oref2_variables: oref2_variables
  210. )
  211. debug(.openAPS, "Determinated: \(orefDetermination)")
  212. if var determination = Determination(from: orefDetermination) {
  213. determination.timestamp = determination.deliverAt ?? clock
  214. self.storage.save(determination, as: Enact.suggested)
  215. // save to core data asynchronously
  216. self.processDetermination(determination)
  217. if determination.tdd ?? 0 > 0 {
  218. self.context.perform {
  219. let saveToTDD = TDD(context: self.context)
  220. saveToTDD.timestamp = determination.timestamp ?? Date()
  221. saveToTDD.tdd = (determination.tdd ?? 0) as NSDecimalNumber?
  222. do {
  223. try CoreDataStack.shared.saveContext()
  224. } catch {
  225. print(error.localizedDescription)
  226. }
  227. let saveTarget = Target(context: self.context)
  228. saveTarget.current = (determination.current_target ?? 100) as NSDecimalNumber?
  229. do {
  230. try CoreDataStack.shared.saveContext()
  231. } catch {
  232. print(error.localizedDescription)
  233. }
  234. }
  235. }
  236. promise(.success(determination))
  237. } else {
  238. promise(.success(nil))
  239. }
  240. }
  241. }
  242. }
  243. func oref2() -> RawJSON {
  244. context.performAndWait {
  245. let preferences = storage.retrieve(OpenAPS.Settings.preferences, as: Preferences.self)
  246. var hbt_ = preferences?.halfBasalExerciseTarget ?? 160
  247. let wp = preferences?.weightPercentage ?? 1
  248. let smbMinutes = (preferences?.maxSMBBasalMinutes ?? 30) as NSDecimalNumber
  249. let uamMinutes = (preferences?.maxUAMSMBBasalMinutes ?? 30) as NSDecimalNumber
  250. let tenDaysAgo = Date().addingTimeInterval(-10.days.timeInterval)
  251. let twoHoursAgo = Date().addingTimeInterval(-2.hours.timeInterval)
  252. var uniqueEvents = [TDD]()
  253. let requestTDD = TDD.fetchRequest() as NSFetchRequest<TDD>
  254. requestTDD.predicate = NSPredicate(format: "timestamp > %@ AND tdd > 0", tenDaysAgo as NSDate)
  255. let sortTDD = NSSortDescriptor(key: "timestamp", ascending: true)
  256. requestTDD.sortDescriptors = [sortTDD]
  257. try? uniqueEvents = context.fetch(requestTDD)
  258. var sliderArray = [TempTargetsSlider]()
  259. let requestIsEnbled = TempTargetsSlider.fetchRequest() as NSFetchRequest<TempTargetsSlider>
  260. let sortIsEnabled = NSSortDescriptor(key: "date", ascending: false)
  261. requestIsEnbled.sortDescriptors = [sortIsEnabled]
  262. // requestIsEnbled.fetchLimit = 1
  263. try? sliderArray = context.fetch(requestIsEnbled)
  264. var overrideArray = [Override]()
  265. let requestOverrides = Override.fetchRequest() as NSFetchRequest<Override>
  266. let sortOverride = NSSortDescriptor(key: "date", ascending: false)
  267. requestOverrides.sortDescriptors = [sortOverride]
  268. // requestOverrides.fetchLimit = 1
  269. try? overrideArray = context.fetch(requestOverrides)
  270. var tempTargetsArray = [TempTargets]()
  271. let requestTempTargets = TempTargets.fetchRequest() as NSFetchRequest<TempTargets>
  272. let sortTT = NSSortDescriptor(key: "date", ascending: false)
  273. requestTempTargets.sortDescriptors = [sortTT]
  274. requestTempTargets.fetchLimit = 1
  275. try? tempTargetsArray = context.fetch(requestTempTargets)
  276. let total = uniqueEvents.compactMap({ each in each.tdd as? Decimal ?? 0 }).reduce(0, +)
  277. var indeces = uniqueEvents.count
  278. // Only fetch once. Use same (previous) fetch
  279. let twoHoursArray = uniqueEvents.filter({ ($0.timestamp ?? Date()) >= twoHoursAgo })
  280. var nrOfIndeces = twoHoursArray.count
  281. let totalAmount = twoHoursArray.compactMap({ each in each.tdd as? Decimal ?? 0 }).reduce(0, +)
  282. var temptargetActive = tempTargetsArray.first?.active ?? false
  283. let isPercentageEnabled = sliderArray.first?.enabled ?? false
  284. var useOverride = overrideArray.first?.enabled ?? false
  285. var overridePercentage = Decimal(overrideArray.first?.percentage ?? 100)
  286. var unlimited = overrideArray.first?.indefinite ?? true
  287. var disableSMBs = overrideArray.first?.smbIsOff ?? false
  288. let currentTDD = (uniqueEvents.last?.tdd ?? 0) as Decimal
  289. if indeces == 0 {
  290. indeces = 1
  291. }
  292. if nrOfIndeces == 0 {
  293. nrOfIndeces = 1
  294. }
  295. let average2hours = totalAmount / Decimal(nrOfIndeces)
  296. let average14 = total / Decimal(indeces)
  297. let weight = wp
  298. let weighted_average = weight * average2hours + (1 - weight) * average14
  299. var duration: Decimal = 0
  300. var newDuration: Decimal = 0
  301. var overrideTarget: Decimal = 0
  302. if useOverride {
  303. duration = (overrideArray.first?.duration ?? 0) as Decimal
  304. overrideTarget = (overrideArray.first?.target ?? 0) as Decimal
  305. let advancedSettings = overrideArray.first?.advancedSettings ?? false
  306. let addedMinutes = Int(duration)
  307. let date = overrideArray.first?.date ?? Date()
  308. if date.addingTimeInterval(addedMinutes.minutes.timeInterval) < Date(),
  309. !unlimited
  310. {
  311. useOverride = false
  312. let saveToCoreData = Override(context: self.context)
  313. saveToCoreData.enabled = false
  314. saveToCoreData.date = Date()
  315. saveToCoreData.duration = 0
  316. saveToCoreData.indefinite = false
  317. saveToCoreData.percentage = 100
  318. do {
  319. try CoreDataStack.shared.saveContext()
  320. } catch {
  321. print(error.localizedDescription)
  322. }
  323. }
  324. }
  325. if !useOverride {
  326. unlimited = true
  327. overridePercentage = 100
  328. duration = 0
  329. overrideTarget = 0
  330. disableSMBs = false
  331. }
  332. if temptargetActive {
  333. var duration_ = 0
  334. var hbt = Double(hbt_)
  335. var dd = 0.0
  336. if temptargetActive {
  337. duration_ = Int(truncating: tempTargetsArray.first?.duration ?? 0)
  338. hbt = tempTargetsArray.first?.hbt ?? Double(hbt_)
  339. let startDate = tempTargetsArray.first?.startDate ?? Date()
  340. let durationPlusStart = startDate.addingTimeInterval(duration_.minutes.timeInterval)
  341. dd = durationPlusStart.timeIntervalSinceNow.minutes
  342. if dd > 0.1 {
  343. hbt_ = Decimal(hbt)
  344. temptargetActive = true
  345. } else {
  346. temptargetActive = false
  347. }
  348. }
  349. }
  350. if currentTDD > 0 {
  351. let averages = Oref2_variables(
  352. average_total_data: average14,
  353. weightedAverage: weighted_average,
  354. past2hoursAverage: average2hours,
  355. date: Date(),
  356. isEnabled: temptargetActive,
  357. presetActive: isPercentageEnabled,
  358. overridePercentage: overridePercentage,
  359. useOverride: useOverride,
  360. duration: duration,
  361. unlimited: unlimited,
  362. hbt: hbt_,
  363. overrideTarget: overrideTarget,
  364. smbIsOff: disableSMBs,
  365. advancedSettings: overrideArray.first?.advancedSettings ?? false,
  366. isfAndCr: overrideArray.first?.isfAndCr ?? false,
  367. isf: overrideArray.first?.isf ?? false,
  368. cr: overrideArray.first?.cr ?? false,
  369. smbIsAlwaysOff: overrideArray.first?.smbIsAlwaysOff ?? false,
  370. start: (overrideArray.first?.start ?? 0) as Decimal,
  371. end: (overrideArray.first?.end ?? 0) as Decimal,
  372. smbMinutes: (overrideArray.first?.smbMinutes ?? smbMinutes) as Decimal,
  373. uamMinutes: (overrideArray.first?.uamMinutes ?? uamMinutes) as Decimal
  374. )
  375. storage.save(averages, as: OpenAPS.Monitor.oref2_variables)
  376. return self.loadFileFromStorage(name: Monitor.oref2_variables)
  377. } else {
  378. let averages = Oref2_variables(
  379. average_total_data: 0,
  380. weightedAverage: 1,
  381. past2hoursAverage: 0,
  382. date: Date(),
  383. isEnabled: temptargetActive,
  384. presetActive: isPercentageEnabled,
  385. overridePercentage: overridePercentage,
  386. useOverride: useOverride,
  387. duration: duration,
  388. unlimited: unlimited,
  389. hbt: hbt_,
  390. overrideTarget: overrideTarget,
  391. smbIsOff: disableSMBs,
  392. advancedSettings: overrideArray.first?.advancedSettings ?? false,
  393. isfAndCr: overrideArray.first?.isfAndCr ?? false,
  394. isf: overrideArray.first?.isf ?? false,
  395. cr: overrideArray.first?.cr ?? false,
  396. smbIsAlwaysOff: overrideArray.first?.smbIsAlwaysOff ?? false,
  397. start: (overrideArray.first?.start ?? 0) as Decimal,
  398. end: (overrideArray.first?.end ?? 0) as Decimal,
  399. smbMinutes: (overrideArray.first?.smbMinutes ?? smbMinutes) as Decimal,
  400. uamMinutes: (overrideArray.first?.uamMinutes ?? uamMinutes) as Decimal
  401. )
  402. storage.save(averages, as: OpenAPS.Monitor.oref2_variables)
  403. return self.loadFileFromStorage(name: Monitor.oref2_variables)
  404. }
  405. }
  406. }
  407. func autosense() -> Future<Autosens?, Never> {
  408. Future { promise in
  409. self.processQueue.async {
  410. debug(.openAPS, "Start autosens")
  411. // pump history
  412. let pumpHistoryObjectIDs = self.fetchPumpHistoryObjectIDs() ?? []
  413. let pumpHistoryJSON = self.parsePumpHistory(pumpHistoryObjectIDs)
  414. // carbs
  415. let carbsAsJSON = self.fetchAndProcessCarbs()
  416. /// glucose
  417. let glucoseAsJSON = self.fetchAndProcessGlucose()
  418. let profile = self.loadFileFromStorage(name: Settings.profile)
  419. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  420. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  421. let autosensResult = self.autosense(
  422. glucose: glucoseAsJSON,
  423. pumpHistory: pumpHistoryJSON,
  424. basalprofile: basalProfile,
  425. profile: profile,
  426. carbs: carbsAsJSON,
  427. temptargets: tempTargets
  428. )
  429. debug(.openAPS, "AUTOSENS: \(autosensResult)")
  430. if var autosens = Autosens(from: autosensResult) {
  431. autosens.timestamp = Date()
  432. self.storage.save(autosens, as: Settings.autosense)
  433. promise(.success(autosens))
  434. } else {
  435. promise(.success(nil))
  436. }
  437. }
  438. }
  439. }
  440. func autotune(categorizeUamAsBasal: Bool = false, tuneInsulinCurve: Bool = false) -> Future<Autotune?, Never> {
  441. Future { promise in
  442. self.processQueue.async {
  443. debug(.openAPS, "Start autotune")
  444. // pump history
  445. let pumpHistoryObjectIDs = self.fetchPumpHistoryObjectIDs() ?? []
  446. let pumpHistoryJSON = self.parsePumpHistory(pumpHistoryObjectIDs)
  447. /// glucose
  448. let glucoseAsJSON = self.fetchAndProcessGlucose()
  449. let profile = self.loadFileFromStorage(name: Settings.profile)
  450. let pumpProfile = self.loadFileFromStorage(name: Settings.pumpProfile)
  451. // carbs
  452. let carbsAsJSON = self.fetchAndProcessCarbs()
  453. let autotunePreppedGlucose = self.autotunePrepare(
  454. pumphistory: pumpHistoryJSON,
  455. profile: profile,
  456. glucose: glucoseAsJSON,
  457. pumpprofile: pumpProfile,
  458. carbs: carbsAsJSON,
  459. categorizeUamAsBasal: categorizeUamAsBasal,
  460. tuneInsulinCurve: tuneInsulinCurve
  461. )
  462. debug(.openAPS, "AUTOTUNE PREP: \(autotunePreppedGlucose)")
  463. let previousAutotune = self.storage.retrieve(Settings.autotune, as: RawJSON.self)
  464. let autotuneResult = self.autotuneRun(
  465. autotunePreparedData: autotunePreppedGlucose,
  466. previousAutotuneResult: previousAutotune ?? profile,
  467. pumpProfile: pumpProfile
  468. )
  469. debug(.openAPS, "AUTOTUNE RESULT: \(autotuneResult)")
  470. if let autotune = Autotune(from: autotuneResult) {
  471. self.storage.save(autotuneResult, as: Settings.autotune)
  472. promise(.success(autotune))
  473. } else {
  474. promise(.success(nil))
  475. }
  476. }
  477. }
  478. }
  479. func makeProfiles(useAutotune: Bool) -> Future<Autotune?, Never> {
  480. Future { promise in
  481. debug(.openAPS, "Start makeProfiles")
  482. self.processQueue.async {
  483. var preferences = self.loadFileFromStorage(name: Settings.preferences)
  484. if preferences.isEmpty {
  485. preferences = Preferences().rawJSON
  486. }
  487. let pumpSettings = self.loadFileFromStorage(name: Settings.settings)
  488. let bgTargets = self.loadFileFromStorage(name: Settings.bgTargets)
  489. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  490. let isf = self.loadFileFromStorage(name: Settings.insulinSensitivities)
  491. let cr = self.loadFileFromStorage(name: Settings.carbRatios)
  492. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  493. let model = self.loadFileFromStorage(name: Settings.model)
  494. let autotune = useAutotune ? self.loadFileFromStorage(name: Settings.autotune) : .empty
  495. let freeaps = self.loadFileFromStorage(name: FreeAPS.settings)
  496. let pumpProfile = self.makeProfile(
  497. preferences: preferences,
  498. pumpSettings: pumpSettings,
  499. bgTargets: bgTargets,
  500. basalProfile: basalProfile,
  501. isf: isf,
  502. carbRatio: cr,
  503. tempTargets: tempTargets,
  504. model: model,
  505. autotune: RawJSON.null,
  506. freeaps: freeaps
  507. )
  508. let profile = self.makeProfile(
  509. preferences: preferences,
  510. pumpSettings: pumpSettings,
  511. bgTargets: bgTargets,
  512. basalProfile: basalProfile,
  513. isf: isf,
  514. carbRatio: cr,
  515. tempTargets: tempTargets,
  516. model: model,
  517. autotune: autotune.isEmpty ? .null : autotune,
  518. freeaps: freeaps
  519. )
  520. self.storage.save(pumpProfile, as: Settings.pumpProfile)
  521. self.storage.save(profile, as: Settings.profile)
  522. if let tunedProfile = Autotune(from: profile) {
  523. promise(.success(tunedProfile))
  524. return
  525. }
  526. promise(.success(nil))
  527. }
  528. }
  529. }
  530. // MARK: - Private
  531. private func iob(pumphistory: JSON, profile: JSON, clock: JSON, autosens: JSON) -> RawJSON {
  532. dispatchPrecondition(condition: .onQueue(processQueue))
  533. return jsWorker.inCommonContext { worker in
  534. worker.evaluate(script: Script(name: Prepare.log))
  535. worker.evaluate(script: Script(name: Bundle.iob))
  536. worker.evaluate(script: Script(name: Prepare.iob))
  537. return worker.call(function: Function.generate, with: [
  538. pumphistory,
  539. profile,
  540. clock,
  541. autosens
  542. ])
  543. }
  544. }
  545. private func meal(pumphistory: JSON, profile: JSON, basalProfile: JSON, clock: JSON, carbs: JSON, glucose: JSON) -> RawJSON {
  546. dispatchPrecondition(condition: .onQueue(processQueue))
  547. return jsWorker.inCommonContext { worker in
  548. worker.evaluate(script: Script(name: Prepare.log))
  549. worker.evaluate(script: Script(name: Bundle.meal))
  550. worker.evaluate(script: Script(name: Prepare.meal))
  551. return worker.call(function: Function.generate, with: [
  552. pumphistory,
  553. profile,
  554. clock,
  555. glucose,
  556. basalProfile,
  557. carbs
  558. ])
  559. }
  560. }
  561. private func autotunePrepare(
  562. pumphistory: JSON,
  563. profile: JSON,
  564. glucose: JSON,
  565. pumpprofile: JSON,
  566. carbs: JSON,
  567. categorizeUamAsBasal: Bool,
  568. tuneInsulinCurve: Bool
  569. ) -> RawJSON {
  570. dispatchPrecondition(condition: .onQueue(processQueue))
  571. return jsWorker.inCommonContext { worker in
  572. worker.evaluate(script: Script(name: Prepare.log))
  573. worker.evaluate(script: Script(name: Bundle.autotunePrep))
  574. worker.evaluate(script: Script(name: Prepare.autotunePrep))
  575. return worker.call(function: Function.generate, with: [
  576. pumphistory,
  577. profile,
  578. glucose,
  579. pumpprofile,
  580. carbs,
  581. categorizeUamAsBasal,
  582. tuneInsulinCurve
  583. ])
  584. }
  585. }
  586. private func autotuneRun(
  587. autotunePreparedData: JSON,
  588. previousAutotuneResult: JSON,
  589. pumpProfile: JSON
  590. ) -> RawJSON {
  591. dispatchPrecondition(condition: .onQueue(processQueue))
  592. return jsWorker.inCommonContext { worker in
  593. worker.evaluate(script: Script(name: Prepare.log))
  594. worker.evaluate(script: Script(name: Bundle.autotuneCore))
  595. worker.evaluate(script: Script(name: Prepare.autotuneCore))
  596. return worker.call(function: Function.generate, with: [
  597. autotunePreparedData,
  598. previousAutotuneResult,
  599. pumpProfile
  600. ])
  601. }
  602. }
  603. private func determineBasal(
  604. glucose: JSON,
  605. currentTemp: JSON,
  606. iob: JSON,
  607. profile: JSON,
  608. autosens: JSON,
  609. meal: JSON,
  610. microBolusAllowed: Bool,
  611. reservoir: JSON,
  612. pumpHistory: JSON,
  613. preferences: JSON,
  614. basalProfile: JSON,
  615. oref2_variables: JSON
  616. ) -> RawJSON {
  617. dispatchPrecondition(condition: .onQueue(processQueue))
  618. return jsWorker.inCommonContext { worker in
  619. worker.evaluate(script: Script(name: Prepare.log))
  620. worker.evaluate(script: Script(name: Prepare.determineBasal))
  621. worker.evaluate(script: Script(name: Bundle.basalSetTemp))
  622. worker.evaluate(script: Script(name: Bundle.getLastGlucose))
  623. worker.evaluate(script: Script(name: Bundle.determineBasal))
  624. if let middleware = self.middlewareScript(name: OpenAPS.Middleware.determineBasal) {
  625. worker.evaluate(script: middleware)
  626. }
  627. return worker.call(
  628. function: Function.generate,
  629. with: [
  630. iob,
  631. currentTemp,
  632. glucose,
  633. profile,
  634. autosens,
  635. meal,
  636. microBolusAllowed,
  637. reservoir,
  638. Date(),
  639. pumpHistory,
  640. preferences,
  641. basalProfile,
  642. oref2_variables
  643. ]
  644. )
  645. }
  646. }
  647. private func autosense(
  648. glucose: JSON,
  649. pumpHistory: JSON,
  650. basalprofile: JSON,
  651. profile: JSON,
  652. carbs: JSON,
  653. temptargets: JSON
  654. ) -> RawJSON {
  655. dispatchPrecondition(condition: .onQueue(processQueue))
  656. return jsWorker.inCommonContext { worker in
  657. worker.evaluate(script: Script(name: Prepare.log))
  658. worker.evaluate(script: Script(name: Bundle.autosens))
  659. worker.evaluate(script: Script(name: Prepare.autosens))
  660. return worker.call(
  661. function: Function.generate,
  662. with: [
  663. glucose,
  664. pumpHistory,
  665. basalprofile,
  666. profile,
  667. carbs,
  668. temptargets
  669. ]
  670. )
  671. }
  672. }
  673. private func exportDefaultPreferences() -> RawJSON {
  674. dispatchPrecondition(condition: .onQueue(processQueue))
  675. return jsWorker.inCommonContext { worker in
  676. worker.evaluate(script: Script(name: Prepare.log))
  677. worker.evaluate(script: Script(name: Bundle.profile))
  678. worker.evaluate(script: Script(name: Prepare.profile))
  679. return worker.call(function: Function.exportDefaults, with: [])
  680. }
  681. }
  682. private func makeProfile(
  683. preferences: JSON,
  684. pumpSettings: JSON,
  685. bgTargets: JSON,
  686. basalProfile: JSON,
  687. isf: JSON,
  688. carbRatio: JSON,
  689. tempTargets: JSON,
  690. model: JSON,
  691. autotune: JSON,
  692. freeaps: JSON
  693. ) -> RawJSON {
  694. dispatchPrecondition(condition: .onQueue(processQueue))
  695. return jsWorker.inCommonContext { worker in
  696. worker.evaluate(script: Script(name: Prepare.log))
  697. worker.evaluate(script: Script(name: Bundle.profile))
  698. worker.evaluate(script: Script(name: Prepare.profile))
  699. return worker.call(
  700. function: Function.generate,
  701. with: [
  702. pumpSettings,
  703. bgTargets,
  704. isf,
  705. basalProfile,
  706. preferences,
  707. carbRatio,
  708. tempTargets,
  709. model,
  710. autotune,
  711. freeaps
  712. ]
  713. )
  714. }
  715. }
  716. private func loadJSON(name: String) -> String {
  717. try! String(contentsOf: Foundation.Bundle.main.url(forResource: "json/\(name)", withExtension: "json")!)
  718. }
  719. private func loadFileFromStorage(name: String) -> RawJSON {
  720. storage.retrieveRaw(name) ?? OpenAPS.defaults(for: name)
  721. }
  722. private func middlewareScript(name: String) -> Script? {
  723. if let body = storage.retrieveRaw(name) {
  724. return Script(name: "Middleware", body: body)
  725. }
  726. if let url = Foundation.Bundle.main.url(forResource: "javascript/\(name)", withExtension: "") {
  727. return Script(name: "Middleware", body: try! String(contentsOf: url))
  728. }
  729. return nil
  730. }
  731. static func defaults(for file: String) -> RawJSON {
  732. let prefix = file.hasSuffix(".json") ? "json/defaults" : "javascript"
  733. guard let url = Foundation.Bundle.main.url(forResource: "\(prefix)/\(file)", withExtension: "") else {
  734. return ""
  735. }
  736. return (try? String(contentsOf: url)) ?? ""
  737. }
  738. func processAndSave(forecastData: [String: [Int]]) {
  739. let currentDate = Date()
  740. context.perform {
  741. for (type, values) in forecastData {
  742. self.createForecast(type: type, values: values, date: currentDate, context: self.context)
  743. }
  744. do {
  745. try CoreDataStack.shared.saveContext()
  746. } catch {
  747. print(error.localizedDescription)
  748. }
  749. }
  750. }
  751. func createForecast(type: String, values: [Int], date: Date, context: NSManagedObjectContext) {
  752. let forecast = Forecast(context: context)
  753. forecast.id = UUID()
  754. forecast.date = date
  755. forecast.type = type
  756. for (index, value) in values.enumerated() {
  757. let forecastValue = ForecastValue(context: context)
  758. forecastValue.value = Int32(value)
  759. forecastValue.index = Int32(index)
  760. forecastValue.forecast = forecast
  761. }
  762. }
  763. }