Fix conversation outcome learning ingestion
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@@ -480,12 +480,14 @@ export class ChatService {
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if (!lastFullSyncAt || this.cache.get().length === 0) {
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this.logger.info('[chat] startup: no prior full sync recorded → running full backfill');
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const chats = await this.fetchAllMessages();
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this.backfillConversationOutcomes();
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return { kind: 'full', chats: chats.length };
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}
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this.logger.info(
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`[chat] startup: full sync was ${new Date(lastFullSyncAt).toISOString()} → running delta`,
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);
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const chats = await this.getActiveChats();
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this.backfillConversationOutcomes();
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return { kind: 'delta', chats: chats.length };
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}
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@@ -772,11 +774,6 @@ export class ChatService {
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if (this.mediaService && scraped.some((message) => message.mediaUrls.length > 0)) {
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try {
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newMessages = await this.mediaService.attachMedia(chat, scraped);
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if (newMessages.some(
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(message) => !message.isSelf && (message.media?.length ?? 0) > 0,
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)) {
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this.recordReceivedImage(chat);
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}
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} catch (err) {
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this.logger.warn(
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`[chat] delta media attach failed for ${roomId}: ${(err as Error).message}`,
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@@ -784,6 +781,7 @@ export class ChatService {
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}
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}
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this.mergeNewMessages(chat, newMessages);
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this.recordConversationPerformance(chat);
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}
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const merged = Array.from(existing.values()).sort(
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@@ -856,8 +854,8 @@ export class ChatService {
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}
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private mergeNewMessages(chat: ActiveChat, newMessages: ChatMessage[]): void {
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if (!chat.messages || chat.messages.length === 0) return;
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chat.messages = this.normalizeMessages([...chat.messages, ...newMessages]);
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if (newMessages.length === 0) return;
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chat.messages = this.normalizeMessages([...(chat.messages ?? []), ...newMessages]);
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}
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/**
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@@ -1005,43 +1003,65 @@ export class ChatService {
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const firstSelf = chat.messages.find((m) => m.isSelf);
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if (firstSelf) chat.originMessage = firstSelf.text;
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const hasReply = chat.messages.some((m) => !m.isSelf);
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const hasReceivedImage = chat.messages.some(
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(message) => !message.isSelf && (message.media?.length ?? 0) > 0,
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);
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let performanceMessage: SentMessageRecord | undefined;
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let firstAttributedReply = false;
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this.recordConversationPerformance(chat);
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}
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if (firstSelf && chat.roomId && this.messagesRepo) {
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/**
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* Project a cached or newly-synced conversation into durable performance
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* state. Safe to call repeatedly: outcome rows are upserted and successful
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* examples are de-duplicated by their original message.
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*/
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private recordConversationPerformance(chat: ActiveChat): boolean {
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const messages = chat.messages ?? [];
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if (!chat.roomId || !this.messagesRepo) return false;
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let performanceMessage: SentMessageRecord | undefined;
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try {
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const existing = this.messagesRepo.getByChatRoomId(chat.roomId);
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const hasPerformanceContext = Boolean(
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existing?.postId || existing?.strategyId || existing?.subreddit,
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);
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if (existing && hasPerformanceContext) {
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performanceMessage = existing;
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if (hasReply && !existing.gotResponse) {
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firstAttributedReply = true;
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}
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if (hasReceivedImage && !existing.gotImage) {
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this.messagesRepo.markGotImage(existing.id);
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}
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}
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if (existing && hasPerformanceContext) performanceMessage = existing;
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} catch (err) {
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this.logger.warn('[chat] failed to associate reply with performance context:', err);
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return false;
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}
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if (!performanceMessage) return false;
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const firstSelf = messages.find(
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(message) => message.isSelf && message.timestamp >= performanceMessage.sentAt - 1_000,
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);
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const conversationStart = firstSelf?.timestamp ?? performanceMessage.sentAt;
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// Ignore messages from an older exchange in a reused room. The one-second
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// tolerance accommodates the optimistic opener timestamp being reconciled
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// with Matrix's authoritative event timestamp. Legacy caches can omit the
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// opener, so the durable sent timestamp is the fallback boundary.
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const conversationMessages = messages.filter(
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(message) => message.timestamp >= conversationStart - 1_000,
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);
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const incomingMessages = conversationMessages.filter((message) => !message.isSelf);
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const hasReply = incomingMessages.length > 0;
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const hasReceivedImage = incomingMessages.some(
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(message) => (message.media?.length ?? 0) > 0,
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);
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const firstAttributedReply = hasReply && !performanceMessage.gotResponse;
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if (hasReceivedImage && !performanceMessage.gotImage) {
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this.messagesRepo.markGotImage(performanceMessage.id);
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}
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if (firstSelf && hasReply && performanceMessage && this.successfulMessagesRepo && this.outcomesRepo && this.messagesRepo) {
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const firstReply = chat.messages.find((m) => !m.isSelf);
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const selfCount = chat.messages.filter((m) => m.isSelf).length;
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const otherCount = chat.messages.length - selfCount;
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if (hasReply && this.successfulMessagesRepo && this.outcomesRepo) {
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const firstReply = incomingMessages[0];
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const cachedSelfCount = conversationMessages.filter((message) => message.isSelf).length;
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const selfCount = cachedSelfCount + (firstSelf ? 0 : 1);
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const otherCount = incomingMessages.length;
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const wasMissingOutcome = this.outcomesRepo.get(performanceMessage.id) === undefined;
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try {
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recordConversationReply(
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performanceMessage,
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firstReply?.text.slice(0, 200) ?? '',
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{
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messageCount: chat.messages.length,
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messageCount: selfCount + otherCount,
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reciprocal: selfCount >= 2 && otherCount >= 2,
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},
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{
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@@ -1065,24 +1085,24 @@ export class ChatService {
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}
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} catch (err) {
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this.logger.warn('[chat] failed to record conversation outcome:', err);
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return false;
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}
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} else if (hasReply && performanceMessage && this.messagesRepo && !performanceMessage.gotResponse) {
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return wasMissingOutcome;
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} else if (hasReply && !performanceMessage.gotResponse) {
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this.messagesRepo.markGotResponse(performanceMessage.id);
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this.logger.warn('[chat] response recorded without canonical outcome repository; excluded from learning');
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}
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return false;
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}
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private recordReceivedImage(chat: ActiveChat): void {
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if (!chat.roomId || !this.messagesRepo) return;
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try {
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const existing = this.messagesRepo.getByChatRoomId(chat.roomId);
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const hasPerformanceContext = Boolean(
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existing?.postId || existing?.strategyId || existing?.subreddit,
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);
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if (!existing || !hasPerformanceContext) return;
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if (!existing.gotImage) this.messagesRepo.markGotImage(existing.id);
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} catch (err) {
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this.logger.warn('[chat] failed to associate received image with performance context:', err);
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/** Repair cached replies that predate canonical outcome recording. */
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private backfillConversationOutcomes(): void {
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let repaired = 0;
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for (const chat of this.cache.get()) {
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if (this.recordConversationPerformance(chat)) repaired += 1;
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}
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if (repaired > 0) {
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this.logger.info(`[chat] backfilled ${repaired} missing conversation outcome(s)`);
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}
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}
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@@ -0,0 +1,176 @@
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import fs from 'fs/promises';
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import os from 'os';
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import path from 'path';
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import { afterEach, describe, expect, it, vi } from 'vitest';
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import { ConversationOutcomesRepository } from '../src/database/repositories.js';
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import { ChatCache } from '../src/services/chat/cache.js';
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import { MatrixClient } from '../src/services/chat/matrix/client.js';
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import type { MatrixSyncResponse } from '../src/services/chat/matrix/types.js';
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import { ChatService } from '../src/services/chat/service.js';
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import { createMockLogger } from './mockLogger.js';
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import { authenticatedAccountAuth, createTestDb, createTestRepositories } from './testUtils.js';
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const credentials = {
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homeserver: 'https://matrix.example.test',
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accessToken: 'token',
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userId: '@me:example.test',
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capturedAt: Date.now(),
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};
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const temporaryDirectories: string[] = [];
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const openDatabases: Array<ReturnType<typeof createTestDb>> = [];
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afterEach(async () => {
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for (const database of openDatabases.splice(0)) database.close();
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await Promise.all(temporaryDirectories.splice(0).map((directory) =>
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fs.rm(directory, { recursive: true, force: true })));
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});
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describe('ChatService outcome ingestion', () => {
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it('records delta replies, promotes reciprocal engagement, and avoids duplicate examples', async () => {
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const fixture = await createFixture();
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const firstReplyAt = fixture.now - 2_000;
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const secondSelfAt = fixture.now - 1_500;
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const secondReplyAt = fixture.now - 1_000;
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fixture.matrix.sync = vi.fn()
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.mockResolvedValueOnce(syncResponse('s2', [
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messageEvent('$reply-1', '@alice:example.test', firstReplyAt, 'Thanks!'),
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]))
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.mockResolvedValue(syncResponse('s3', [
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messageEvent('$reply-1', '@alice:example.test', firstReplyAt, 'Thanks!'),
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messageEvent('$self-2', credentials.userId, secondSelfAt, 'What do you think?'),
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messageEvent('$reply-2', '@alice:example.test', secondReplyAt, 'Tell me more'),
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])) as typeof fixture.matrix.sync;
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await fixture.service.refreshTopChats();
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expect(fixture.outcomes.get(fixture.sentMessageId)?.outcome).toBe('unknown');
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expect(fixture.repos.successfulMessagesRepo.count()).toBe(0);
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await fixture.service.refreshTopChats();
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expect(fixture.outcomes.get(fixture.sentMessageId)?.outcome).toBe('engaged');
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expect(fixture.repos.successfulMessagesRepo.count()).toBe(1);
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await fixture.service.refreshTopChats();
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expect(fixture.repos.successfulMessagesRepo.count()).toBe(1);
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expect(fixture.repos.messagesRepo.getByChatRoomId(fixture.roomId)).toMatchObject({
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gotResponse: true,
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});
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});
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it('backfills cached replies with missing outcomes once at startup', async () => {
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const fixture = await createFixture({
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cachedMessages: [
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{ sender: 'Me', text: 'Hello', timestampOffset: -5_000, isSelf: true },
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{ sender: 'alice', text: 'Thanks!', timestampOffset: -4_000, isSelf: false },
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{ sender: 'Me', text: 'What do you think?', timestampOffset: -3_000, isSelf: true },
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{ sender: 'alice', text: 'Tell me more', timestampOffset: -2_000, isSelf: false },
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],
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});
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fixture.repos.messagesRepo.markGotResponse(fixture.sentMessageId);
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fixture.matrix.sync = vi.fn(async () => syncResponse('s2', [])) as typeof fixture.matrix.sync;
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await fixture.service.runStartupSync();
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expect(fixture.outcomes.get(fixture.sentMessageId)?.outcome).toBe('engaged');
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expect(fixture.repos.successfulMessagesRepo.count()).toBe(1);
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await fixture.service.runStartupSync();
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expect(fixture.repos.successfulMessagesRepo.count()).toBe(1);
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});
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});
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async function createFixture(options: {
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cachedMessages?: Array<{
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sender: string;
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text: string;
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timestampOffset: number;
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isSelf: boolean;
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}>;
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} = {}) {
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const logger = createMockLogger();
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const directory = await fs.mkdtemp(path.join(os.tmpdir(), 'chat-outcomes-'));
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temporaryDirectories.push(directory);
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const cacheFile = path.join(directory, 'chat-cache.json');
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const db = createTestDb();
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openDatabases.push(db);
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const repos = createTestRepositories(db);
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const outcomes = new ConversationOutcomesRepository(db);
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const now = Date.now();
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const roomId = '!alice:example.test';
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repos.postsRepo.insert({
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id: 'source-post', subreddit: 'example', author: 'alice', title: 'Source',
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imageUrl: null, processedAt: now - 10_000,
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});
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repos.messagesRepo.insert({
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postId: 'source-post', recipient: 'alice', subject: 'alice', message: 'Hello',
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sentAt: now - 9_000, strategyId: 'direct', chatRoomId: roomId,
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});
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const sentMessageId = repos.messagesRepo.getByChatRoomId(roomId)!.id;
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const cachedMessages = options.cachedMessages ?? [
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{ sender: 'Me', text: 'Hello', timestampOffset: -5_000, isSelf: true },
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];
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await fs.writeFile(cacheFile, JSON.stringify({
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version: 1,
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savedAt: now - 60_000,
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chats: [{
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username: 'alice',
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roomName: 'alice',
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lastMessageTime: now - 5_000,
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lastMessageSnippet: 'Hello',
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isFromUs: true,
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unread: false,
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roomId,
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messages: cachedMessages.map(({ timestampOffset, ...message }) => ({
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...message,
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timestamp: now + timestampOffset,
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})),
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}],
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nextBatch: 's1',
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lastFullSyncAt: now - 120_000,
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lastDeltaSyncAt: now - 60_000,
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cooldown: null,
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}), 'utf8');
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const matrix = new MatrixClient(credentials, logger, { minRequestIntervalMs: 0 });
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const cache = new ChatCache(logger, cacheFile);
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const service = new ChatService(
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matrix,
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logger,
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repos.successfulMessagesRepo,
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undefined,
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undefined,
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undefined,
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cache,
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repos.messagesRepo,
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undefined,
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authenticatedAccountAuth,
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outcomes,
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);
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await service.loadCache();
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return { db, repos, outcomes, now, roomId, sentMessageId, matrix, service };
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}
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function syncResponse(nextBatch: string, events: ReturnType<typeof messageEvent>[]): MatrixSyncResponse {
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return {
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next_batch: nextBatch,
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rooms: {
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join: {
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'!alice:example.test': {
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timeline: { events },
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},
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},
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},
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};
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}
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function messageEvent(eventId: string, sender: string, timestamp: number, body: string) {
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return {
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event_id: eventId,
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type: 'm.room.message' as const,
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sender,
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origin_server_ts: timestamp,
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content: { body },
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};
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}
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@@ -24,20 +24,21 @@ describe('ChatService progressive full backfill', () => {
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const repos = createTestRepositories(db);
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try {
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const sentAt = Date.now();
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repos.postsRepo.insert({
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id: 'post-alice',
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subreddit: 'example',
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author: 'alice',
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title: 'Source post',
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imageUrl: null,
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processedAt: 1_000,
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processedAt: sentAt - 1_000,
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});
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repos.messagesRepo.insert({
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postId: 'post-alice',
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recipient: 'alice',
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subject: 'alice',
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message: 'Hello Alice',
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sentAt: Date.now(),
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sentAt,
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strategyId: 'direct',
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chatRoomId: '!alice:reddit.com',
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});
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@@ -51,14 +52,14 @@ describe('ChatService progressive full backfill', () => {
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event_id: `$reply-${roomId}`,
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type: 'm.room.message',
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sender: roomId === '!alice:reddit.com' ? '@t2_alice:reddit.com' : '@t2_bob:reddit.com',
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origin_server_ts: 2_000,
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origin_server_ts: sentAt + 1_000,
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content: { body: 'Hi there' },
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},
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{
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event_id: `$first-${roomId}`,
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type: 'm.room.message',
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sender: '@me:reddit.com',
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origin_server_ts: 1_000,
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origin_server_ts: sentAt,
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content: { body: roomId === '!alice:reddit.com' ? 'Hello Alice' : 'Hello Bob' },
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},
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],
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