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fluffychat/lib/pangea/controllers/my_analytics_controller.dart

319 lines
11 KiB
Dart

2 years ago
import 'dart:async';
import 'dart:developer';
import 'package:fluffychat/pangea/constants/local.key.dart';
import 'package:fluffychat/pangea/constants/pangea_event_types.dart';
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import 'package:fluffychat/pangea/controllers/pangea_controller.dart';
import 'package:fluffychat/pangea/matrix_event_wrappers/pangea_message_event.dart';
import 'package:fluffychat/pangea/matrix_event_wrappers/practice_activity_record_event.dart';
import 'package:fluffychat/pangea/models/analytics/constructs_model.dart';
import 'package:fluffychat/pangea/models/analytics/summary_analytics_model.dart';
import 'package:fluffychat/pangea/utils/error_handler.dart';
import 'package:flutter/foundation.dart';
import 'package:matrix/matrix.dart';
import '../extensions/client_extension/client_extension.dart';
import '../extensions/pangea_room_extension/pangea_room_extension.dart';
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/// handles the processing of analytics for
/// 1) messages sent by the user and
/// 2) constructs used by the user, both in sending messages and doing practice activities
class MyAnalyticsController {
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late PangeaController _pangeaController;
Timer? _updateTimer;
/// the max number of messages that will be cached before
/// an automatic update is triggered
final int _maxMessagesCached = 1;
/// the number of minutes before an automatic update is triggered
final int _minutesBeforeUpdate = 5;
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/// the time since the last update that will trigger an automatic update
final Duration _timeSinceUpdate = const Duration(days: 1);
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MyAnalyticsController(PangeaController pangeaController) {
_pangeaController = pangeaController;
}
/// adds the listener that handles when to run automatic updates
/// to analytics - either after a certain number of messages sent
/// received or after a certain amount of time [_timeSinceUpdate] without an update
Future<void> initialize() async {
final lastUpdated = await _refreshAnalyticsIfOutdated();
// listen for new messages and updateAnalytics timer
// we are doing this in an attempt to update analytics when activitiy is low
// both in messages sent by this client and other clients that you're connected with
// doesn't account for messages sent by other clients that you're not connected with
_client.onSync.stream
.where((SyncUpdate update) => update.rooms?.join != null)
.listen((update) {
updateAnalyticsTimer(update, lastUpdated);
});
}
/// If analytics haven't been updated in the last day, update them
Future<DateTime?> _refreshAnalyticsIfOutdated() async {
DateTime? lastUpdated = await _pangeaController.analytics
.myAnalyticsLastUpdated(PangeaEventTypes.summaryAnalytics);
final DateTime yesterday = DateTime.now().subtract(_timeSinceUpdate);
if (lastUpdated?.isBefore(yesterday) ?? true) {
debugPrint("analytics out-of-date, updating");
await updateAnalytics();
lastUpdated = await _pangeaController.analytics
.myAnalyticsLastUpdated(PangeaEventTypes.summaryAnalytics);
}
return lastUpdated;
}
Client get _client => _pangeaController.matrixState.client;
/// Given an update from sync stream, check if the update contains
/// messages for which analytics will be saved. If so, reset the timer
/// and add the event ID to the cache of un-added event IDs
void updateAnalyticsTimer(SyncUpdate update, DateTime? lastUpdated) {
for (final entry in update.rooms!.join!.entries) {
final Room room = _client.getRoomById(entry.key)!;
// get the new events in this sync that are messages
final List<Event>? events = entry.value.timeline?.events
?.map((event) => Event.fromMatrixEvent(event, room))
.where((event) => hasUserAnalyticsToCache(event, lastUpdated))
.toList();
// add their event IDs to the cache of un-added event IDs
if (events == null || events.isEmpty) continue;
for (final event in events) {
addMessageSinceUpdate(event.eventId);
}
// cancel the last timer that was set on message event and
// reset it to fire after _minutesBeforeUpdate minutes
_updateTimer?.cancel();
_updateTimer = Timer(Duration(minutes: _minutesBeforeUpdate), () {
debugPrint("timer fired, updating analytics");
updateAnalytics();
});
}
}
// checks if event from sync update is a message that should have analytics
bool hasUserAnalyticsToCache(Event event, DateTime? lastUpdated) {
return event.senderId == _client.userID &&
(lastUpdated == null || event.originServerTs.isAfter(lastUpdated)) &&
event.type == EventTypes.Message &&
event.messageType == MessageTypes.Text &&
!(event.eventId.contains("web") &&
!(event.eventId.contains("android")) &&
!(event.eventId.contains("iOS")));
}
// adds an event ID to the cache of un-added event IDs
// if the event IDs isn't already added
void addMessageSinceUpdate(String eventId) {
final List<String> currentCache = messagesSinceUpdate;
if (!currentCache.contains(eventId)) {
currentCache.add(eventId);
_pangeaController.pStoreService.save(
PLocalKey.messagesSinceUpdate,
currentCache,
local: true,
);
}
// if the cached has reached if max-length, update analytics
if (messagesSinceUpdate.length > _maxMessagesCached) {
debugPrint("reached max messages, updating");
updateAnalytics();
}
}
// called before updating analytics
void clearMessagesSinceUpdate() {
_pangeaController.pStoreService.save(
PLocalKey.messagesSinceUpdate,
[],
local: true,
);
}
// a local cache of eventIds for messages sent since the last update
// it's possible for this cache to be invalid or deleted
// It's a proxy measure for messages sent since last update
List<String> get messagesSinceUpdate {
final dynamic locallySaved = _pangeaController.pStoreService.read(
PLocalKey.messagesSinceUpdate,
local: true,
);
if (locallySaved == null) {
_pangeaController.pStoreService.save(
PLocalKey.messagesSinceUpdate,
[],
local: true,
);
return [];
}
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try {
return locallySaved as List<String>;
} catch (err) {
_pangeaController.pStoreService.save(
PLocalKey.messagesSinceUpdate,
[],
local: true,
);
return [];
}
}
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Completer<void>? _updateCompleter;
Future<void> updateAnalytics() async {
if (!(_updateCompleter?.isCompleted ?? true)) {
await _updateCompleter!.future;
return;
}
_updateCompleter = Completer<void>();
try {
await _updateAnalytics();
clearMessagesSinceUpdate();
} catch (err, s) {
ErrorHandler.logError(
e: err,
m: "Failed to update analytics",
s: s,
);
} finally {
_updateCompleter?.complete();
_updateCompleter = null;
}
}
String? get userL2 => _pangeaController.languageController.activeL2Code();
/// top level analytics sending function. Gather recent messages and activity records,
/// convert them into the correct formats, and send them to the analytics room
Future<void> _updateAnalytics() async {
// if missing important info, don't send analytics
if (userL2 == null || _client.userID == null) {
debugger(when: kDebugMode);
return;
}
// analytics room for the user and current target language
final Room analyticsRoom = await _client.getMyAnalyticsRoom(userL2!);
// get the last time analytics were updated for this room
final DateTime? l2AnalyticsLastUpdated =
await analyticsRoom.analyticsLastUpdated(
PangeaEventTypes.summaryAnalytics,
_client.userID!,
);
// all chats in which user is a student
final List<Room> chats = _client.rooms
.where((room) => !room.isSpace && !room.isAnalyticsRoom)
.toList();
final DateTime now = DateTime.now();
// get the recent message events and activity records for each chat
final List<Future<List<Event>>> recentMsgFutures = [];
final List<Future<List<Event>>> recentActivityFutures = [];
for (final Room chat in chats) {
recentMsgFutures.add(
chat.getEventsBySender(
type: EventTypes.Message,
sender: _client.userID!,
since: l2AnalyticsLastUpdated,
),
);
recentActivityFutures.add(
chat.getEventsBySender(
type: PangeaEventTypes.activityRecord,
sender: _client.userID!,
since: l2AnalyticsLastUpdated,
),
);
}
final List<List<Event>> recentMsgs =
(await Future.wait(recentMsgFutures)).toList();
final List<PracticeActivityRecordEvent> recentActivityReconds =
(await Future.wait(recentActivityFutures))
.expand((e) => e)
.map((event) => PracticeActivityRecordEvent(event: event))
.toList();
// get the timelines for each chat
final List<Future<Timeline>> timelineFutures = [];
for (final chat in chats) {
timelineFutures.add(chat.getTimeline());
}
final List<Timeline> timelines = await Future.wait(timelineFutures);
final Map<String, Timeline> timelineMap =
Map.fromIterables(chats.map((e) => e.id), timelines);
//convert into PangeaMessageEvents
final List<List<PangeaMessageEvent>> recentPangeaMessageEvents = [];
for (final (index, eventList) in recentMsgs.indexed) {
recentPangeaMessageEvents.add(
eventList
.map(
(event) => PangeaMessageEvent(
event: event,
timeline: timelines[index],
ownMessage: true,
),
)
.toList(),
);
}
final List<PangeaMessageEvent> allRecentMessages =
recentPangeaMessageEvents.expand((e) => e).toList();
final List<RecentMessageRecord> summaryContent =
SummaryAnalyticsModel.formatSummaryContent(allRecentMessages);
// if there's new content to be sent, or if lastUpdated hasn't been
// set yet for this room, send the analytics events
if (summaryContent.isNotEmpty || l2AnalyticsLastUpdated == null) {
await analyticsRoom.sendSummaryAnalyticsEvent(
summaryContent,
);
}
// get constructs for messages
final List<OneConstructUse> constructContent = [];
for (final PangeaMessageEvent message in allRecentMessages) {
constructContent.addAll(message.allConstructUses);
}
// get constructs for practice activities
final List<Future<List<OneConstructUse>>> constructFutures = [];
for (final PracticeActivityRecordEvent activity in recentActivityReconds) {
final Timeline? timeline = timelineMap[activity.event.roomId!];
if (timeline == null) {
debugger(when: kDebugMode);
ErrorHandler.logError(
m: "PracticeActivityRecordEvent has null timeline",
data: activity.event.toJson(),
);
continue;
}
constructFutures.add(activity.uses(timeline));
}
final List<List<OneConstructUse>> constructLists =
await Future.wait(constructFutures);
constructContent.addAll(constructLists.expand((e) => e));
//TODO - confirm that this is the correct construct content
debugger(when: kDebugMode);
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await analyticsRoom.sendConstructsEvent(
constructContent,
);
}
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}