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