OpenAPS.swift 18 KB

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  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 coredataContext = CoreDataStack.shared.persistentContainer.newBackgroundContext()
  10. init(storage: FileStorage) {
  11. self.storage = storage
  12. }
  13. func determineBasal(currentTemp: TempBasal, clock: Date = Date()) -> Future<Suggestion?, Never> {
  14. Future { promise in
  15. self.processQueue.async {
  16. debug(.openAPS, "Start determineBasal")
  17. // clock
  18. self.storage.save(clock, as: Monitor.clock)
  19. // temp_basal
  20. let tempBasal = currentTemp.rawJSON
  21. self.storage.save(tempBasal, as: Monitor.tempBasal)
  22. // meal
  23. let pumpHistory = self.loadFileFromStorage(name: OpenAPS.Monitor.pumpHistory)
  24. let carbs = self.loadFileFromStorage(name: Monitor.carbHistory)
  25. let glucose = self.loadFileFromStorage(name: Monitor.glucose)
  26. let profile = self.loadFileFromStorage(name: Settings.profile)
  27. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  28. let meal = self.meal(
  29. pumphistory: pumpHistory,
  30. profile: profile,
  31. basalProfile: basalProfile,
  32. clock: clock,
  33. carbs: carbs,
  34. glucose: glucose
  35. )
  36. self.storage.save(meal, as: Monitor.meal)
  37. let tdd_averages = self.loadFileFromStorage(name: OpenAPS.Monitor.tdd_averages)
  38. // iob
  39. let autosens = self.loadFileFromStorage(name: Settings.autosense)
  40. let iob = self.iob(
  41. pumphistory: pumpHistory,
  42. profile: profile,
  43. clock: clock,
  44. autosens: autosens.isEmpty ? .null : autosens
  45. )
  46. self.storage.save(iob, as: Monitor.iob)
  47. // determine-basal
  48. let reservoir = self.loadFileFromStorage(name: Monitor.reservoir)
  49. let preferences = self.loadFileFromStorage(name: Settings.preferences)
  50. let suggested = self.determineBasal(
  51. glucose: glucose,
  52. currentTemp: tempBasal,
  53. iob: iob,
  54. profile: profile,
  55. autosens: autosens.isEmpty ? .null : autosens,
  56. meal: meal,
  57. microBolusAllowed: true,
  58. reservoir: reservoir,
  59. pumpHistory: pumpHistory,
  60. preferences: preferences,
  61. basalProfile: basalProfile,
  62. tdd_averages: tdd_averages
  63. )
  64. debug(.openAPS, "SUGGESTED: \(suggested)")
  65. if var suggestion = Suggestion(from: suggested) {
  66. suggestion.timestamp = suggestion.deliverAt ?? clock
  67. self.storage.save(suggestion, as: Enact.suggested)
  68. // MARK: Save to CoreData also. To do: Remove JSON saving
  69. if suggestion.tdd ?? 0 > 0 {
  70. self.coredataContext.perform {
  71. let saveToTDD = TDD(context: self.coredataContext)
  72. saveToTDD.timestamp = suggestion.timestamp ?? Date()
  73. saveToTDD.tdd = (suggestion.tdd ?? 0) as NSDecimalNumber?
  74. try? self.coredataContext.save()
  75. }
  76. self.coredataContext.perform {
  77. let saveToInsulin = InsulinDistribution(context: self.coredataContext)
  78. saveToInsulin.bolus = (suggestion.insulin?.bolus ?? 0) as NSDecimalNumber?
  79. saveToInsulin.scheduledBasal = (suggestion.insulin?.scheduled_basal ?? 0) as NSDecimalNumber?
  80. saveToInsulin.tempBasal = (suggestion.insulin?.temp_basal ?? 0) as NSDecimalNumber?
  81. saveToInsulin.date = Date()
  82. try? self.coredataContext.save()
  83. }
  84. }
  85. promise(.success(suggestion))
  86. } else {
  87. promise(.success(nil))
  88. }
  89. }
  90. }
  91. }
  92. func autosense() -> Future<Autosens?, Never> {
  93. Future { promise in
  94. self.processQueue.async {
  95. debug(.openAPS, "Start autosens")
  96. let pumpHistory = self.loadFileFromStorage(name: OpenAPS.Monitor.pumpHistory)
  97. let carbs = self.loadFileFromStorage(name: Monitor.carbHistory)
  98. let glucose = self.loadFileFromStorage(name: Monitor.glucose)
  99. let profile = self.loadFileFromStorage(name: Settings.profile)
  100. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  101. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  102. let autosensResult = self.autosense(
  103. glucose: glucose,
  104. pumpHistory: pumpHistory,
  105. basalprofile: basalProfile,
  106. profile: profile,
  107. carbs: carbs,
  108. temptargets: tempTargets
  109. )
  110. debug(.openAPS, "AUTOSENS: \(autosensResult)")
  111. if var autosens = Autosens(from: autosensResult) {
  112. autosens.timestamp = Date()
  113. self.storage.save(autosens, as: Settings.autosense)
  114. promise(.success(autosens))
  115. } else {
  116. promise(.success(nil))
  117. }
  118. }
  119. }
  120. }
  121. func autotune(categorizeUamAsBasal: Bool = false, tuneInsulinCurve: Bool = false) -> Future<Autotune?, Never> {
  122. Future { promise in
  123. self.processQueue.async {
  124. debug(.openAPS, "Start autotune")
  125. let pumpHistory = self.loadFileFromStorage(name: OpenAPS.Monitor.pumpHistory)
  126. let glucose = self.loadFileFromStorage(name: Monitor.glucose)
  127. let profile = self.loadFileFromStorage(name: Settings.profile)
  128. let pumpProfile = self.loadFileFromStorage(name: Settings.pumpProfile)
  129. let carbs = self.loadFileFromStorage(name: Monitor.carbHistory)
  130. let autotunePreppedGlucose = self.autotunePrepare(
  131. pumphistory: pumpHistory,
  132. profile: profile,
  133. glucose: glucose,
  134. pumpprofile: pumpProfile,
  135. carbs: carbs,
  136. categorizeUamAsBasal: categorizeUamAsBasal,
  137. tuneInsulinCurve: tuneInsulinCurve
  138. )
  139. debug(.openAPS, "AUTOTUNE PREP: \(autotunePreppedGlucose)")
  140. let previousAutotune = self.storage.retrieve(Settings.autotune, as: RawJSON.self)
  141. let autotuneResult = self.autotuneRun(
  142. autotunePreparedData: autotunePreppedGlucose,
  143. previousAutotuneResult: previousAutotune ?? profile,
  144. pumpProfile: pumpProfile
  145. )
  146. debug(.openAPS, "AUTOTUNE RESULT: \(autotuneResult)")
  147. if let autotune = Autotune(from: autotuneResult) {
  148. self.storage.save(autotuneResult, as: Settings.autotune)
  149. promise(.success(autotune))
  150. } else {
  151. promise(.success(nil))
  152. }
  153. }
  154. }
  155. }
  156. func makeProfiles(useAutotune: Bool) -> Future<Autotune?, Never> {
  157. Future { promise in
  158. debug(.openAPS, "Start makeProfiles")
  159. self.processQueue.async {
  160. var preferences = self.loadFileFromStorage(name: Settings.preferences)
  161. if preferences.isEmpty {
  162. preferences = Preferences().rawJSON
  163. }
  164. let pumpSettings = self.loadFileFromStorage(name: Settings.settings)
  165. let bgTargets = self.loadFileFromStorage(name: Settings.bgTargets)
  166. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  167. let isf = self.loadFileFromStorage(name: Settings.insulinSensitivities)
  168. let cr = self.loadFileFromStorage(name: Settings.carbRatios)
  169. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  170. let model = self.loadFileFromStorage(name: Settings.model)
  171. let autotune = useAutotune ? self.loadFileFromStorage(name: Settings.autotune) : .empty
  172. let pumpProfile = self.makeProfile(
  173. preferences: preferences,
  174. pumpSettings: pumpSettings,
  175. bgTargets: bgTargets,
  176. basalProfile: basalProfile,
  177. isf: isf,
  178. carbRatio: cr,
  179. tempTargets: tempTargets,
  180. model: model,
  181. autotune: RawJSON.null
  182. )
  183. let profile = self.makeProfile(
  184. preferences: preferences,
  185. pumpSettings: pumpSettings,
  186. bgTargets: bgTargets,
  187. basalProfile: basalProfile,
  188. isf: isf,
  189. carbRatio: cr,
  190. tempTargets: tempTargets,
  191. model: model,
  192. autotune: autotune.isEmpty ? .null : autotune
  193. )
  194. self.storage.save(pumpProfile, as: Settings.pumpProfile)
  195. self.storage.save(profile, as: Settings.profile)
  196. if let tunedProfile = Autotune(from: profile) {
  197. promise(.success(tunedProfile))
  198. return
  199. }
  200. promise(.success(nil))
  201. }
  202. }
  203. }
  204. // MARK: - Private
  205. private func iob(pumphistory: JSON, profile: JSON, clock: JSON, autosens: JSON) -> RawJSON {
  206. dispatchPrecondition(condition: .onQueue(processQueue))
  207. return jsWorker.inCommonContext { worker in
  208. worker.evaluate(script: Script(name: Prepare.log))
  209. worker.evaluate(script: Script(name: Bundle.iob))
  210. worker.evaluate(script: Script(name: Prepare.iob))
  211. return worker.call(function: Function.generate, with: [
  212. pumphistory,
  213. profile,
  214. clock,
  215. autosens
  216. ])
  217. }
  218. }
  219. private func meal(pumphistory: JSON, profile: JSON, basalProfile: JSON, clock: JSON, carbs: JSON, glucose: JSON) -> RawJSON {
  220. dispatchPrecondition(condition: .onQueue(processQueue))
  221. return jsWorker.inCommonContext { worker in
  222. worker.evaluate(script: Script(name: Prepare.log))
  223. worker.evaluate(script: Script(name: Bundle.meal))
  224. worker.evaluate(script: Script(name: Prepare.meal))
  225. return worker.call(function: Function.generate, with: [
  226. pumphistory,
  227. profile,
  228. clock,
  229. glucose,
  230. basalProfile,
  231. carbs
  232. ])
  233. }
  234. }
  235. private func autotunePrepare(
  236. pumphistory: JSON,
  237. profile: JSON,
  238. glucose: JSON,
  239. pumpprofile: JSON,
  240. carbs: JSON,
  241. categorizeUamAsBasal: Bool,
  242. tuneInsulinCurve: Bool
  243. ) -> RawJSON {
  244. dispatchPrecondition(condition: .onQueue(processQueue))
  245. return jsWorker.inCommonContext { worker in
  246. worker.evaluate(script: Script(name: Prepare.log))
  247. worker.evaluate(script: Script(name: Bundle.autotunePrep))
  248. worker.evaluate(script: Script(name: Prepare.autotunePrep))
  249. return worker.call(function: Function.generate, with: [
  250. pumphistory,
  251. profile,
  252. glucose,
  253. pumpprofile,
  254. carbs,
  255. categorizeUamAsBasal,
  256. tuneInsulinCurve
  257. ])
  258. }
  259. }
  260. private func autotuneRun(
  261. autotunePreparedData: JSON,
  262. previousAutotuneResult: JSON,
  263. pumpProfile: JSON
  264. ) -> RawJSON {
  265. dispatchPrecondition(condition: .onQueue(processQueue))
  266. return jsWorker.inCommonContext { worker in
  267. worker.evaluate(script: Script(name: Prepare.log))
  268. worker.evaluate(script: Script(name: Bundle.autotuneCore))
  269. worker.evaluate(script: Script(name: Prepare.autotuneCore))
  270. return worker.call(function: Function.generate, with: [
  271. autotunePreparedData,
  272. previousAutotuneResult,
  273. pumpProfile
  274. ])
  275. }
  276. }
  277. private func determineBasal(
  278. glucose: JSON,
  279. currentTemp: JSON,
  280. iob: JSON,
  281. profile: JSON,
  282. autosens: JSON,
  283. meal: JSON,
  284. microBolusAllowed: Bool,
  285. reservoir: JSON,
  286. pumpHistory: JSON,
  287. preferences: JSON,
  288. basalProfile: JSON,
  289. tdd_averages: JSON
  290. ) -> RawJSON {
  291. dispatchPrecondition(condition: .onQueue(processQueue))
  292. return jsWorker.inCommonContext { worker in
  293. worker.evaluate(script: Script(name: Prepare.log))
  294. worker.evaluate(script: Script(name: Prepare.determineBasal))
  295. worker.evaluate(script: Script(name: Bundle.basalSetTemp))
  296. worker.evaluate(script: Script(name: Bundle.getLastGlucose))
  297. worker.evaluate(script: Script(name: Bundle.determineBasal))
  298. if let middleware = self.middlewareScript(name: OpenAPS.Middleware.determineBasal) {
  299. worker.evaluate(script: middleware)
  300. }
  301. return worker.call(
  302. function: Function.generate,
  303. with: [
  304. iob,
  305. currentTemp,
  306. glucose,
  307. profile,
  308. autosens,
  309. meal,
  310. microBolusAllowed,
  311. reservoir,
  312. Date(),
  313. pumpHistory,
  314. preferences,
  315. basalProfile,
  316. tdd_averages
  317. ]
  318. )
  319. }
  320. }
  321. private func autosense(
  322. glucose: JSON,
  323. pumpHistory: JSON,
  324. basalprofile: JSON,
  325. profile: JSON,
  326. carbs: JSON,
  327. temptargets: JSON
  328. ) -> RawJSON {
  329. dispatchPrecondition(condition: .onQueue(processQueue))
  330. return jsWorker.inCommonContext { worker in
  331. worker.evaluate(script: Script(name: Prepare.log))
  332. worker.evaluate(script: Script(name: Bundle.autosens))
  333. worker.evaluate(script: Script(name: Prepare.autosens))
  334. return worker.call(
  335. function: Function.generate,
  336. with: [
  337. glucose,
  338. pumpHistory,
  339. basalprofile,
  340. profile,
  341. carbs,
  342. temptargets
  343. ]
  344. )
  345. }
  346. }
  347. private func exportDefaultPreferences() -> RawJSON {
  348. dispatchPrecondition(condition: .onQueue(processQueue))
  349. return jsWorker.inCommonContext { worker in
  350. worker.evaluate(script: Script(name: Prepare.log))
  351. worker.evaluate(script: Script(name: Bundle.profile))
  352. worker.evaluate(script: Script(name: Prepare.profile))
  353. return worker.call(function: Function.exportDefaults, with: [])
  354. }
  355. }
  356. private func makeProfile(
  357. preferences: JSON,
  358. pumpSettings: JSON,
  359. bgTargets: JSON,
  360. basalProfile: JSON,
  361. isf: JSON,
  362. carbRatio: JSON,
  363. tempTargets: JSON,
  364. model: JSON,
  365. autotune: JSON
  366. ) -> RawJSON {
  367. dispatchPrecondition(condition: .onQueue(processQueue))
  368. return jsWorker.inCommonContext { worker in
  369. worker.evaluate(script: Script(name: Prepare.log))
  370. worker.evaluate(script: Script(name: Bundle.profile))
  371. worker.evaluate(script: Script(name: Prepare.profile))
  372. return worker.call(
  373. function: Function.generate,
  374. with: [
  375. pumpSettings,
  376. bgTargets,
  377. isf,
  378. basalProfile,
  379. preferences,
  380. carbRatio,
  381. tempTargets,
  382. model,
  383. autotune
  384. ]
  385. )
  386. }
  387. }
  388. private func loadJSON(name: String) -> String {
  389. try! String(contentsOf: Foundation.Bundle.main.url(forResource: "json/\(name)", withExtension: "json")!)
  390. }
  391. private func loadFileFromStorage(name: String) -> RawJSON {
  392. storage.retrieveRaw(name) ?? OpenAPS.defaults(for: name)
  393. }
  394. private func middlewareScript(name: String) -> Script? {
  395. if let body = storage.retrieveRaw(name) {
  396. return Script(name: "Middleware", body: body)
  397. }
  398. if let url = Foundation.Bundle.main.url(forResource: "javascript/\(name)", withExtension: "") {
  399. return Script(name: "Middleware", body: try! String(contentsOf: url))
  400. }
  401. return nil
  402. }
  403. static func defaults(for file: String) -> RawJSON {
  404. let prefix = file.hasSuffix(".json") ? "json/defaults" : "javascript"
  405. guard let url = Foundation.Bundle.main.url(forResource: "\(prefix)/\(file)", withExtension: "") else {
  406. return ""
  407. }
  408. return (try? String(contentsOf: url)) ?? ""
  409. }
  410. }