BGData.swift 18 KB

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  1. //
  2. // BGData.swift
  3. // LoopFollow
  4. //
  5. // Created by Jonas Björkert on 2023-10-05.
  6. // Copyright © 2023 Jon Fawcett. All rights reserved.
  7. //
  8. import Foundation
  9. import UIKit
  10. extension MainViewController {
  11. // Dex Share Web Call
  12. func webLoadDexShare() {
  13. // Dexcom Share only returns 24 hrs of data as of now
  14. // Requesting more just for consistency with NS
  15. let graphHours = 24 * UserDefaultsRepository.downloadDays.value
  16. let count = graphHours * 12
  17. dexShare?.fetchData(count) { (err, result) -> () in
  18. if let error = err {
  19. LogManager.shared.log(category: .dexcom, message: "Error fetching Dexcom data: \(error.localizedDescription)")
  20. self.webLoadNSBGData()
  21. return
  22. }
  23. guard let data = result else {
  24. LogManager.shared.log(category: .dexcom, message: "Received nil data from Dexcom")
  25. self.webLoadNSBGData()
  26. return
  27. }
  28. // If Dex data is old, load from NS instead
  29. let latestDate = data[0].date
  30. let now = dateTimeUtils.getNowTimeIntervalUTC()
  31. if (latestDate + 330) < now && IsNightscoutEnabled() {
  32. LogManager.shared.log(category: .dexcom, message: "Dexcom data is old, loading from NS instead")
  33. self.webLoadNSBGData()
  34. return
  35. }
  36. // Dexcom only returns 24 hrs of data. If we need more, call NS.
  37. if graphHours > 24 && IsNightscoutEnabled() {
  38. self.webLoadNSBGData(dexData: data)
  39. } else {
  40. self.ProcessDexBGData(data: data, sourceName: "Dexcom")
  41. }
  42. }
  43. }
  44. // NS BG Data Web call
  45. func webLoadNSBGData(dexData: [ShareGlucoseData] = []) {
  46. // This kicks it out in the instance where dexcom fails but they aren't using NS &&
  47. if !IsNightscoutEnabled() {
  48. return
  49. }
  50. var parameters: [String: String] = [:]
  51. let utcISODateFormatter = ISO8601DateFormatter()
  52. let date = Calendar.current.date(byAdding: .day, value: -1 * UserDefaultsRepository.downloadDays.value, to: Date())!
  53. parameters["count"] = "\(UserDefaultsRepository.downloadDays.value * 2 * 24 * 60 / 5)"
  54. parameters["find[dateString][$gte]"] = utcISODateFormatter.string(from: date)
  55. // Exclude 'cal' entries
  56. parameters["find[type][$ne]"] = "cal"
  57. NightscoutUtils.executeRequest(eventType: .sgv, parameters: parameters) { (result: Result<[ShareGlucoseData], Error>) in
  58. switch result {
  59. case .success(let entriesResponse):
  60. var nsData = entriesResponse
  61. DispatchQueue.main.async {
  62. // transform NS data to look like Dex data
  63. for i in 0..<nsData.count {
  64. // convert the NS timestamp to seconds instead of milliseconds
  65. nsData[i].date /= 1000
  66. nsData[i].date.round(FloatingPointRoundingRule.toNearestOrEven)
  67. }
  68. var nsData2: [ShareGlucoseData] = []
  69. var lastAddedTime = Double.infinity
  70. var lastAddedSGV: Int? = nil
  71. let minInterval: Double = 30
  72. for reading in nsData {
  73. if (lastAddedSGV == nil || lastAddedSGV != reading.sgv) || (lastAddedTime - reading.date >= minInterval) {
  74. nsData2.append(reading)
  75. lastAddedTime = reading.date
  76. lastAddedSGV = reading.sgv
  77. }
  78. }
  79. // merge NS and Dex data if needed; use recent Dex data and older NS data
  80. var sourceName = "Nightscout"
  81. if !dexData.isEmpty {
  82. let oldestDexDate = dexData[dexData.count - 1].date
  83. var itemsToRemove = 0
  84. while itemsToRemove < nsData2.count && nsData2[itemsToRemove].date >= oldestDexDate {
  85. itemsToRemove += 1
  86. }
  87. nsData2.removeFirst(itemsToRemove)
  88. nsData2 = dexData + nsData2
  89. sourceName = "Dexcom"
  90. }
  91. // trigger the processor for the data after downloading.
  92. self.ProcessDexBGData(data: nsData2, sourceName: sourceName)
  93. }
  94. case .failure(let error):
  95. LogManager.shared.log(category: .nightscout, message: "Failed to fetch data: \(error)")
  96. DispatchQueue.main.async {
  97. TaskScheduler.shared.rescheduleTask(
  98. id: .fetchBG,
  99. to: Date().addingTimeInterval(10)
  100. )
  101. }
  102. // if we have Dex data, use it
  103. if !dexData.isEmpty {
  104. self.ProcessDexBGData(data: dexData, sourceName: "Dexcom")
  105. }
  106. return
  107. }
  108. }
  109. }
  110. /// Processes incoming BG data.
  111. func ProcessDexBGData(data: [ShareGlucoseData], sourceName: String) {
  112. let graphHours = 24 * UserDefaultsRepository.downloadDays.value
  113. guard !data.isEmpty else {
  114. LogManager.shared.log(category: .nightscout, message: "No bg data received. Skipping processing.")
  115. return
  116. }
  117. let latestReading = data[0]
  118. let sensorTimestamp = latestReading.date
  119. let now = dateTimeUtils.getNowTimeIntervalUTC()
  120. // secondsAgo is how old the newest reading is
  121. let secondsAgo = now - sensorTimestamp
  122. LogManager.shared.log(category: .nightscout,
  123. message: "Processing BG Data. Latest sensor reading: \(sensorTimestamp), now: \(now), secondsAgo: \(secondsAgo).",
  124. isDebug: true)
  125. // Check if we have a new reading (i.e. sensor timestamp is greater than what we last saw).
  126. if let lastTS = lastProcessedTimestamp {
  127. if sensorTimestamp > lastTS {
  128. let observedDelay = now - sensorTimestamp
  129. addObservedDelay(observedDelay: observedDelay)
  130. lastProcessedTimestamp = sensorTimestamp
  131. LogManager.shared.log(category: .nightscout,
  132. message: "New reading detected. Sensor time: \(sensorTimestamp) updated (was \(lastTS)). Observed delay: \(observedDelay) seconds.",
  133. isDebug: true)
  134. } else {
  135. LogManager.shared.log(category: .nightscout,
  136. message: "No new reading. Last processed sensor timestamp remains \(lastTS).",
  137. isDebug: true)
  138. }
  139. } else {
  140. lastProcessedTimestamp = sensorTimestamp
  141. LogManager.shared.log(category: .nightscout,
  142. message: "First reading processed. Sensor time: \(sensorTimestamp)",
  143. isDebug: true)
  144. }
  145. // Compute a typical delay from our historical data.
  146. let typicalDelay = computeOptimalDelay()
  147. // Determine the next polling delay.
  148. var delayToSchedule: Double = 0
  149. DispatchQueue.main.async {
  150. // Fallback scheduling for older readings.
  151. if secondsAgo >= (20 * 60) {
  152. delayToSchedule = 5 * 60
  153. LogManager.shared.log(category: .nightscout,
  154. message: "Reading is very old (\(secondsAgo) sec). Scheduling next fetch in 5 minutes.",
  155. isDebug: true)
  156. } else if secondsAgo >= (10 * 60) {
  157. delayToSchedule = 60
  158. LogManager.shared.log(category: .nightscout,
  159. message: "Reading is moderately old (\(secondsAgo) sec). Scheduling next fetch in 60 seconds.",
  160. isDebug: true)
  161. } else if secondsAgo >= (7 * 60) {
  162. delayToSchedule = 30
  163. LogManager.shared.log(category: .nightscout,
  164. message: "Reading is a bit old (\(secondsAgo) sec). Scheduling next fetch in 30 seconds.",
  165. isDebug: true)
  166. } else if secondsAgo >= (5 * 60) {
  167. delayToSchedule = 5
  168. LogManager.shared.log(category: .nightscout,
  169. message: "Reading is clost to 5 minutes old (\(secondsAgo) sec). Scheduling next fetch in 10 seconds.",
  170. isDebug: true)
  171. } else {
  172. // For fresh readings, predict when the next reading should appear.
  173. // The sensor is scheduled to take a measurement every 300 seconds.
  174. // Our base delay is: time remaining until 5 minutes from sensor timestamp + typical delay.
  175. let baseDelay = 300 - secondsAgo + typicalDelay
  176. delayToSchedule = baseDelay
  177. LogManager.shared.log(category: .nightscout,
  178. message: "Fresh reading. Base delay computed as: 300 - \(secondsAgo) + \(typicalDelay) = \(baseDelay) seconds.",
  179. isDebug: true)
  180. // Exploration: occasionally try polling earlier than expected.
  181. let explorationRoll = Double.random(in: 0..<1)
  182. // Chance (0.0–1.0) to try an earlier poll than predicted.
  183. let explorationProbability: Double = 0.2
  184. if explorationRoll < explorationProbability {
  185. // The absolute minimum delay we allow.
  186. let minDelay: Double = 3.0
  187. // How many seconds to subtract when doing an exploratory poll.
  188. let explorationOffset: Double = 1
  189. let exploredDelay = max(minDelay, baseDelay - explorationOffset)
  190. LogManager.shared.log(category: .nightscout,
  191. message: "Exploration triggered. Adjusting delay from \(baseDelay) to \(exploredDelay) seconds.",
  192. isDebug: true)
  193. delayToSchedule = exploredDelay
  194. }
  195. }
  196. // Log and schedule the next fetch.
  197. LogManager.shared.log(category: .nightscout,
  198. message: "Scheduling next BG fetch in \(delayToSchedule) seconds (at \(Date().addingTimeInterval(delayToSchedule))).",
  199. isDebug: true)
  200. TaskScheduler.shared.rescheduleTask(id: .fetchBG, to: Date().addingTimeInterval(delayToSchedule))
  201. // Evaluate speak conditions if there is a previous value.
  202. if data.count > 1 {
  203. self.evaluateSpeakConditions(currentValue: data[0].sgv, previousValue: data[1].sgv)
  204. }
  205. }
  206. // Process data for graph display.
  207. bgData.removeAll()
  208. for i in 0..<data.count {
  209. let readingTimestamp = data[data.count - 1 - i].date
  210. if readingTimestamp >= dateTimeUtils.getTimeIntervalNHoursAgo(N: graphHours) {
  211. let sgvValue = data[data.count - 1 - i].sgv
  212. // Skip outlier values (e.g. first reading of a new sensor might be abnormally high).
  213. if sgvValue > 600 {
  214. LogManager.shared.log(category: .nightscout,
  215. message: "Skipping reading with sgv \(sgvValue) as it exceeds threshold.",
  216. isDebug: true)
  217. continue
  218. }
  219. let reading = ShareGlucoseData(sgv: sgvValue, date: readingTimestamp, direction: data[data.count - 1 - i].direction)
  220. bgData.append(reading)
  221. }
  222. }
  223. LogManager.shared.log(category: .nightscout,
  224. message: "Graph data updated with \(bgData.count) entries.",
  225. isDebug: true)
  226. viewUpdateNSBG(sourceName: sourceName)
  227. }
  228. private func computeOptimalDelay() -> Double {
  229. if Storage.shared.bgDelayDynamicEnabled.value {
  230. guard let optimal = observedDelays.min() else {
  231. LogManager.shared.log(category: .nightscout,
  232. message: "No previous observed delays, starting with \(Storage.shared.bgDelayDynamicDelay.value) seconds.",
  233. isDebug: true)
  234. return Storage.shared.bgDelayDynamicDelay.value
  235. }
  236. Storage.shared.bgDelayDynamicDelay.value = optimal
  237. LogManager.shared.log(category: .nightscout,
  238. message: "Computed optimal delay from observations \(observedDelays) is \(optimal) seconds.",
  239. isDebug: true)
  240. return optimal
  241. } else {
  242. LogManager.shared.log(category: .nightscout,
  243. message: "Dynamic bg delay is disabled, using user set value of \(UserDefaultsRepository.bgUpdateDelay.value) seconds.",
  244. isDebug: true)
  245. return Double(UserDefaultsRepository.bgUpdateDelay.value)
  246. }
  247. }
  248. private func addObservedDelay(observedDelay : Double) {
  249. guard observedDelay > 3, observedDelay < 45 else {
  250. LogManager.shared.log(category: .nightscout,
  251. message: "Observed delay of \(observedDelay) seconds is out of range, ignored.",
  252. isDebug: true)
  253. return
  254. }
  255. observedDelays.append(observedDelay)
  256. // Keep delays for the last hour
  257. if observedDelays.count > 12 {
  258. observedDelays.removeFirst()
  259. }
  260. }
  261. func updateServerText(with serverText: String? = nil) {
  262. if UserDefaultsRepository.showDisplayName.value, let displayName = Bundle.main.object(forInfoDictionaryKey: "CFBundleDisplayName") as? String {
  263. self.serverText.text = displayName
  264. } else if let serverText = serverText {
  265. self.serverText.text = serverText
  266. }
  267. }
  268. // NS BG Data Front end updater
  269. func viewUpdateNSBG(sourceName: String) {
  270. DispatchQueue.main.async {
  271. TaskScheduler.shared.rescheduleTask(id: .minAgoUpdate, to: Date())
  272. let entries = self.bgData
  273. if entries.count < 2 { return } // Protect index out of bounds
  274. self.updateBGGraph()
  275. self.updateStats()
  276. let latestEntryIndex = entries.count - 1
  277. let latestBG = entries[latestEntryIndex].sgv
  278. let priorBG = entries[latestEntryIndex - 1].sgv
  279. let deltaBG = latestBG - priorBG
  280. let lastBGTime = entries[latestEntryIndex].date
  281. let deltaTime = (TimeInterval(Date().timeIntervalSince1970) - lastBGTime) / 60
  282. self.updateServerText(with: sourceName)
  283. var snoozerBG = ""
  284. var snoozerDirection = ""
  285. var snoozerDelta = ""
  286. // Set BGText with the latest BG value
  287. self.BGText.text = Localizer.toDisplayUnits(String(latestBG))
  288. snoozerBG = Localizer.toDisplayUnits(String(latestBG))
  289. self.setBGTextColor()
  290. // Direction handling
  291. if let directionBG = entries[latestEntryIndex].direction {
  292. self.DirectionText.text = self.bgDirectionGraphic(directionBG)
  293. snoozerDirection = self.bgDirectionGraphic(directionBG)
  294. self.latestDirectionString = self.bgDirectionGraphic(directionBG)
  295. } else {
  296. self.DirectionText.text = ""
  297. snoozerDirection = ""
  298. self.latestDirectionString = ""
  299. }
  300. // Delta handling
  301. if deltaBG < 0 {
  302. self.latestDeltaString = Localizer.toDisplayUnits(String(deltaBG))
  303. } else {
  304. self.latestDeltaString = "+" + Localizer.toDisplayUnits(String(deltaBG))
  305. }
  306. self.DeltaText.text = self.latestDeltaString
  307. snoozerDelta = self.latestDeltaString
  308. // Apply strikethrough to BGText based on the staleness of the data
  309. let bgTextStr = self.BGText.text ?? ""
  310. let attributeString = NSMutableAttributedString(string: bgTextStr)
  311. attributeString.addAttribute(.strikethroughStyle, value: NSUnderlineStyle.single.rawValue, range: NSRange(location: 0, length: attributeString.length))
  312. if deltaTime >= 12 { // Data is stale
  313. attributeString.addAttribute(.strikethroughColor, value: UIColor.systemRed, range: NSRange(location: 0, length: attributeString.length))
  314. self.updateBadge(val: 0)
  315. } else { // Data is fresh
  316. attributeString.addAttribute(.strikethroughColor, value: UIColor.clear, range: NSRange(location: 0, length: attributeString.length))
  317. self.updateBadge(val: latestBG)
  318. }
  319. self.BGText.attributedText = attributeString
  320. // Snoozer Display
  321. guard let snoozer = self.tabBarController!.viewControllers?[2] as? SnoozeViewController else { return }
  322. snoozer.BGLabel.text = snoozerBG
  323. snoozer.DirectionLabel.text = snoozerDirection
  324. snoozer.DeltaLabel.text = snoozerDelta
  325. // Update contact
  326. if ObservableUserDefaults.shared.contactEnabled.value {
  327. var extra: String = ""
  328. if ObservableUserDefaults.shared.contactTrend.value {
  329. extra = snoozerDirection
  330. } else if ObservableUserDefaults.shared.contactDelta.value {
  331. extra = snoozerDelta
  332. }
  333. self.contactImageUpdater.updateContactImage(bgValue: bgTextStr, extra: extra, stale: deltaTime >= 12)
  334. }
  335. }
  336. }
  337. }