fluffychat/lib/pangea/analytics_misc/example_message_util.dart
ggurdin f7539c184f
5721 practice example message improvements (#5748)
* organized analytics practice session repo

* refactor target generation for grammar error activities

* improve grammar error target generation

* more improvements to target generation
2026-02-18 14:55:54 -05:00

243 lines
7.3 KiB
Dart

import 'package:flutter/material.dart';
import 'package:matrix/matrix.dart';
import 'package:fluffychat/pangea/analytics_misc/client_analytics_extension.dart';
import 'package:fluffychat/pangea/analytics_misc/construct_use_model.dart';
import 'package:fluffychat/pangea/analytics_misc/constructs_model.dart';
import 'package:fluffychat/pangea/analytics_practice/analytics_practice_session_model.dart';
import 'package:fluffychat/pangea/events/event_wrappers/pangea_message_event.dart';
import 'package:fluffychat/pangea/events/models/pangea_token_model.dart';
import 'package:fluffychat/widgets/matrix.dart';
/// Internal result class that holds all computed data from building an example message.
class _ExampleMessageResult {
final List<InlineSpan> displaySpans;
final List<PangeaToken> includedTokens;
final String text;
final int adjustedTargetIndex;
final String? eventId;
final String? roomId;
_ExampleMessageResult({
required this.displaySpans,
required this.includedTokens,
required this.text,
required this.adjustedTargetIndex,
this.eventId,
this.roomId,
});
List<InlineSpan> toSpans() => displaySpans;
AudioExampleMessage toAudioExampleMessage() => AudioExampleMessage(
tokens: includedTokens,
eventId: eventId,
roomId: roomId,
exampleMessage: ExampleMessageInfo(exampleMessage: displaySpans),
);
}
class ExampleMessageUtil {
static Future<List<InlineSpan>?> getExampleMessage(
ConstructUses construct, {
String? form,
bool noBold = false,
}) async {
final result = await _getExampleMessageResult(
construct,
form: form,
noBold: noBold,
);
return result?.toSpans();
}
static Future<AudioExampleMessage?> getAudioExampleMessage(
ConstructUses construct, {
String? form,
bool noBold = false,
}) async {
final result = await _getExampleMessageResult(
construct,
form: form,
noBold: noBold,
);
return result?.toAudioExampleMessage();
}
static Future<List<List<InlineSpan>>> getExampleMessages(
ConstructUses construct,
Client client,
int maxMessages, {
bool noBold = false,
}) async {
final List<List<InlineSpan>> allSpans = [];
for (final use in construct.cappedUses) {
if (allSpans.length >= maxMessages) break;
final event = await client.getEventByConstructUse(use);
if (event == null) continue;
final result = _buildExampleMessage(use.form, event, noBold: noBold);
if (result != null) {
allSpans.add(result.toSpans());
}
}
return allSpans;
}
static Future<_ExampleMessageResult?> _getExampleMessageResult(
ConstructUses construct, {
String? form,
bool noBold = false,
}) async {
final uses = List<OneConstructUse>.from(construct.cappedUses);
uses.shuffle(); // Shuffle to get a random example message each time
for (final use in uses) {
if (form != null && use.form != form) continue;
final client = MatrixState.pangeaController.matrixState.client;
final event = await client.getEventByConstructUse(use);
if (event == null) continue;
final result = _buildExampleMessage(use.form, event, noBold: noBold);
if (result != null) return result;
}
return null;
}
static _ExampleMessageResult? _buildExampleMessage(
String? form,
PangeaMessageEvent messageEvent, {
bool noBold = false,
}) {
String? text;
List<PangeaToken>? tokens;
int targetTokenIndex = -1;
if (messageEvent.isAudioMessage) {
final stt = messageEvent.getSpeechToTextLocal();
if (stt == null) return null;
tokens = stt.transcript.sttTokens.map((t) => t.token).toList();
targetTokenIndex = tokens.indexWhere((t) => t.text.content == form);
text = stt.transcript.text;
} else {
tokens = messageEvent.messageDisplayRepresentation?.tokens;
if (tokens == null || tokens.isEmpty) return null;
targetTokenIndex = tokens.indexWhere((t) => t.text.content == form);
text = messageEvent.messageDisplayText;
}
if (targetTokenIndex == -1) {
return null;
}
final targetToken = tokens[targetTokenIndex];
const maxContextChars = 100;
final targetStart = targetToken.text.offset;
final targetEnd = targetStart + targetToken.text.content.characters.length;
final totalChars = text.characters.length;
final beforeAvailable = targetStart;
final afterAvailable = totalChars - targetEnd;
// ---------- Dynamic budget split ----------
int beforeBudget = maxContextChars ~/ 2;
int afterBudget = maxContextChars - beforeBudget;
if (beforeAvailable < beforeBudget) {
afterBudget += beforeBudget - beforeAvailable;
beforeBudget = beforeAvailable;
} else if (afterAvailable < afterBudget) {
beforeBudget += afterBudget - afterAvailable;
afterBudget = afterAvailable;
}
// ---------- BEFORE ----------
int beforeStartOffset = 0;
bool trimmedBefore = false;
int firstIncludedTokenIndex = 0;
if (beforeAvailable > beforeBudget) {
final desiredStart = targetStart - beforeBudget;
for (int i = 0; i < targetTokenIndex; i++) {
final token = tokens[i];
final tokenEnd =
token.text.offset + token.text.content.characters.length;
if (tokenEnd > desiredStart) {
beforeStartOffset = token.text.offset;
firstIncludedTokenIndex = i;
trimmedBefore = true;
break;
}
}
}
final before = text.characters
.skip(beforeStartOffset)
.take(targetStart - beforeStartOffset)
.toString();
// ---------- AFTER ----------
int afterEndOffset = totalChars;
bool trimmedAfter = false;
int lastIncludedTokenIndex = tokens.length - 1;
if (afterAvailable > afterBudget) {
final desiredEnd = targetEnd + afterBudget;
for (int i = targetTokenIndex + 1; i < tokens.length; i++) {
final token = tokens[i];
if (token.text.offset >= desiredEnd) {
afterEndOffset = token.text.offset;
lastIncludedTokenIndex = i - 1;
trimmedAfter = true;
break;
}
}
}
final after = text.characters
.skip(targetEnd)
.take(afterEndOffset - targetEnd)
.toString()
.trimRight();
final displaySpans = [
if (trimmedBefore) const TextSpan(text: ''),
TextSpan(text: before),
TextSpan(
text: targetToken.text.content,
style: noBold ? null : const TextStyle(fontWeight: FontWeight.bold),
),
TextSpan(text: after),
if (trimmedAfter) const TextSpan(text: ''),
];
// Extract only the tokens that are included in the displayed text
final includedTokens = tokens.sublist(
firstIncludedTokenIndex,
lastIncludedTokenIndex + 1,
);
// Adjust target token index relative to the included tokens
final adjustedTargetIndex = targetTokenIndex - firstIncludedTokenIndex;
return _ExampleMessageResult(
displaySpans: displaySpans,
includedTokens: includedTokens,
text: text.characters
.skip(beforeStartOffset)
.take(afterEndOffset - beforeStartOffset)
.toString(),
adjustedTargetIndex: adjustedTargetIndex,
eventId: messageEvent.eventId,
roomId: messageEvent.room.id,
);
}
}