engine: misc cleanup; fix validation and statistical errors
Signed-off-by: NotAShelf <raf@notashelf.dev> Change-Id: I07a4b6005a1f8c5176e3a6f3c02d48186a6a6964
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3 changed files with 892 additions and 90 deletions
288
src/engine/context.ts
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288
src/engine/context.ts
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@ -0,0 +1,288 @@
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import type { AnalysisResult, WebhookEvent } from "../types.js";
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import { readFileSync, writeFileSync, existsSync } from "fs";
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import { getLogger } from "../logger.js";
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// Author reputation tracking
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interface AuthorStats {
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totalContributions: number;
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positiveImpacts: number;
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negativeImpacts: number;
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neutralImpacts: number;
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averageConfidence: number;
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lastSeen: string;
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}
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// Repository pattern tracking
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interface RepoPatterns {
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typicalPRSize: number;
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typicalFileCount: number;
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commonLabels: string[];
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activeAuthors: string[];
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lastUpdated: string;
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}
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// Context data structure
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interface ContextData {
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authors: Record<string, AuthorStats>;
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repositories: Record<string, RepoPatterns>;
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globalStats: {
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totalAnalyses: number;
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version: number;
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};
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}
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const CONTEXT_VERSION = 1;
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const MAX_ACTIVE_AUTHORS = 100;
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function createDefaultContext(): ContextData {
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return {
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authors: {},
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repositories: {},
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globalStats: {
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totalAnalyses: 0,
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version: CONTEXT_VERSION,
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},
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};
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}
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let contextData: ContextData = createDefaultContext();
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let contextFile: string | null = null;
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export function initContext(stateFile?: string): void {
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contextFile = stateFile || ".troutbot-context.json";
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loadContext();
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}
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function loadContext(): void {
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if (!contextFile || !existsSync(contextFile)) {
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contextData = createDefaultContext();
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return;
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}
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try {
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const data = readFileSync(contextFile, "utf-8");
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const parsed = JSON.parse(data);
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// Validate structure
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if (
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parsed &&
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typeof parsed === "object" &&
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parsed.globalStats?.version === CONTEXT_VERSION &&
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typeof parsed.authors === "object" &&
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parsed.authors !== null &&
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!Array.isArray(parsed.authors) &&
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typeof parsed.repositories === "object" &&
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parsed.repositories !== null &&
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!Array.isArray(parsed.repositories)
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) {
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contextData = parsed;
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} else {
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getLogger().warn("Invalid context format, resetting");
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contextData = createDefaultContext();
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}
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} catch {
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contextData = createDefaultContext();
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}
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}
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function saveContext(): void {
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if (!contextFile) return;
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try {
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writeFileSync(contextFile, JSON.stringify(contextData, null, 2));
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} catch (err) {
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getLogger().warn("Failed to save context", err);
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}
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}
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export function updateContext(
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event: WebhookEvent,
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result: AnalysisResult,
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): void {
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const author = event.author;
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const repo = `${event.owner}/${event.repo}`;
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// Update author stats
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if (!contextData.authors[author]) {
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contextData.authors[author] = {
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totalContributions: 0,
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positiveImpacts: 0,
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negativeImpacts: 0,
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neutralImpacts: 0,
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averageConfidence: 0,
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lastSeen: new Date().toISOString(),
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};
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}
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const authorStats = contextData.authors[author];
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authorStats.totalContributions++;
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authorStats.lastSeen = new Date().toISOString();
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if (result.impact === "positive") authorStats.positiveImpacts++;
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else if (result.impact === "negative") authorStats.negativeImpacts++;
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else authorStats.neutralImpacts++;
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// Update running average confidence
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authorStats.averageConfidence =
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(authorStats.averageConfidence * (authorStats.totalContributions - 1) +
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result.confidence) /
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authorStats.totalContributions;
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// Update repo patterns (simplified)
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if (!contextData.repositories[repo]) {
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contextData.repositories[repo] = {
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typicalPRSize: 0,
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typicalFileCount: 0,
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commonLabels: [],
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activeAuthors: [],
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lastUpdated: new Date().toISOString(),
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};
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}
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const repoPatterns = contextData.repositories[repo];
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if (!repoPatterns.activeAuthors.includes(author)) {
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repoPatterns.activeAuthors.push(author);
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// Enforce max size to prevent unbounded growth
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if (repoPatterns.activeAuthors.length > MAX_ACTIVE_AUTHORS) {
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repoPatterns.activeAuthors.shift();
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}
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}
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repoPatterns.lastUpdated = new Date().toISOString();
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// Update global stats
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contextData.globalStats.totalAnalyses++;
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saveContext();
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}
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export function getAuthorReputation(author: string): {
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isTrusted: boolean;
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isNew: boolean;
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reputation: number;
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history: string;
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} {
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const stats = contextData.authors[author];
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if (!stats) {
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return {
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isTrusted: false,
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isNew: true,
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reputation: 0,
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history: "First-time contributor",
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};
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}
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const successRate =
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stats.totalContributions > 0
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? stats.positiveImpacts / stats.totalContributions
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: 0;
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const reputation = Math.min(
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1,
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successRate * 0.6 +
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(Math.min(stats.totalContributions, 20) / 20) * 0.3 +
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stats.averageConfidence * 0.1,
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);
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let history: string;
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if (stats.totalContributions === 1) {
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history = "1 contribution";
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} else if (stats.totalContributions < 5) {
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history = `${stats.totalContributions} contributions, ${(successRate * 100).toFixed(0)}% positive`;
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} else {
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history = `${stats.totalContributions} contributions, ${stats.positiveImpacts}+/${stats.negativeImpacts}-/${stats.neutralImpacts}~`;
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}
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return {
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isTrusted: reputation > 0.7 && stats.totalContributions >= 5,
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isNew: stats.totalContributions < 3,
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reputation,
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history,
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};
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}
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export function getRepoContext(
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owner: string,
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repo: string,
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): {
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isActive: boolean;
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communitySize: number;
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maturity: string;
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} {
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const repoKey = `${owner}/${repo}`;
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const patterns = contextData.repositories[repoKey];
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if (!patterns) {
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return {
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isActive: false,
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communitySize: 0,
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maturity: "unknown",
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};
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}
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const communitySize = patterns.activeAuthors.length;
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let maturity: string;
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if (contextData.globalStats.totalAnalyses < 10) {
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maturity = "new";
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} else if (communitySize < 3) {
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maturity = "small-team";
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} else if (communitySize < 10) {
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maturity = "growing";
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} else {
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maturity = "established";
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}
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return {
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isActive: true,
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communitySize,
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maturity,
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};
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}
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export function getContextualInsights(
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event: WebhookEvent,
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backendResults: Record<string, AnalysisResult>,
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): string[] {
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const insights: string[] = [];
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const authorRep = getAuthorReputation(event.author);
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const repoCtx = getRepoContext(event.owner, event.repo);
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// Author-based insights
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if (authorRep.isNew) {
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insights.push(
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`Welcome ${event.author}! This appears to be your first contribution.`,
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);
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} else if (authorRep.isTrusted) {
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insights.push(
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`${event.author} is a trusted contributor with ${authorRep.history}.`,
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);
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} else if (authorRep.reputation < 0.3) {
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insights.push(
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`${event.author} has had mixed results recently (${authorRep.history}).`,
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);
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}
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// Repo-based insights
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if (repoCtx.maturity === "new") {
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insights.push("This repository is still building up analysis history.");
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}
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// Cross-backend pattern detection
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const impacts = Object.values(backendResults).map((r) => r.impact);
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const allPositive = impacts.every((i) => i === "positive");
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const allNegative = impacts.every((i) => i === "negative");
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const mixed = new Set(impacts).size > 1;
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if (allPositive && impacts.length >= 2) {
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insights.push("All analysis backends agree: this looks solid.");
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} else if (allNegative && impacts.length >= 2) {
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insights.push("Multiple concerns detected across different dimensions.");
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} else if (mixed) {
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insights.push(
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"Mixed signals - some aspects look good, others need attention.",
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);
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}
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return insights;
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}
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@ -4,26 +4,35 @@ import type {
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EngineConfig,
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Impact,
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WebhookEvent,
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} from '../types.js';
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import { ChecksBackend } from './checks.js';
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import { DiffBackend } from './diff.js';
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import { QualityBackend } from './quality.js';
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import { getLogger } from '../logger.js';
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const impactToNumeric: Record<Impact, number> = {
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positive: 1,
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neutral: 0,
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negative: -1,
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};
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} from "../types.js";
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import { ChecksBackend } from "./checks.js";
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import { DiffBackend } from "./diff.js";
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import { QualityBackend } from "./quality.js";
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import { getLogger } from "../logger.js";
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import {
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initContext,
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updateContext,
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getAuthorReputation,
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getRepoContext,
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} from "./context.js";
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interface WeightedBackend {
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backend: EngineBackend;
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weight: number;
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}
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interface BackendResult {
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backend: string;
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impact: Impact;
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confidence: number;
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reasoning: string;
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weight: number;
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}
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export class Engine {
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private backends: WeightedBackend[] = [];
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private confidenceThreshold: number;
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private contextInitialized = false;
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constructor(config: EngineConfig) {
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this.confidenceThreshold = config.confidenceThreshold;
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@ -47,68 +56,453 @@ export class Engine {
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}
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if (this.backends.length === 0) {
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throw new Error('No engine backends enabled');
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throw new Error("No engine backends enabled");
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}
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}
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initializeContext(stateFile?: string): void {
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if (!this.contextInitialized) {
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initContext(stateFile);
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this.contextInitialized = true;
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}
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}
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async analyze(event: WebhookEvent): Promise<AnalysisResult> {
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const logger = getLogger();
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const results = await Promise.all(
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if (!this.contextInitialized) {
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this.initializeContext();
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}
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const authorRep = getAuthorReputation(event.author);
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const repoCtx = getRepoContext(event.owner, event.repo);
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logger.debug(
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`Analyzing ${event.type} #${event.number} by ${event.author} ` +
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`(reputation: ${(authorRep.reputation * 100).toFixed(0)}%, repo: ${repoCtx.maturity})`,
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);
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// Run all backends
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const backendResults: BackendResult[] = [];
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const rawResults = await Promise.all(
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this.backends.map(async ({ backend, weight }) => {
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try {
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const result = await backend.analyze(event);
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logger.debug(
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`Backend "${backend.name}": impact=${result.impact}, confidence=${result.confidence.toFixed(2)}`
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`Backend "${backend.name}": impact=${result.impact}, confidence=${result.confidence.toFixed(2)}`,
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);
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return { result, weight };
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return { backend: backend.name, result, weight };
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} catch (err) {
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logger.error(`Backend "${backend.name}" threw unexpectedly`, err);
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return {
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backend: backend.name,
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result: {
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impact: 'neutral' as Impact,
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impact: "neutral" as Impact,
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confidence: 0,
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reasoning: `${backend.name}: error`,
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},
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weight,
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};
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}
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})
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}),
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);
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// Filter to backends that actually produced a signal (confidence > 0)
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const active = results.filter((r) => r.result.confidence > 0);
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for (const r of rawResults) {
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backendResults.push({
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backend: r.backend,
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impact: r.result.impact,
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confidence: r.result.confidence,
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reasoning: r.result.reasoning,
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weight: r.weight,
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});
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}
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const active = backendResults.filter((r) => r.confidence > 0);
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if (active.length === 0) {
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return { impact: 'neutral', confidence: 0, reasoning: 'No backends produced a signal.' };
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return {
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impact: "neutral",
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confidence: 0,
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reasoning: `Insufficient data: no analysis backends produced signals for ${event.type} #${event.number}.`,
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};
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}
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const totalWeight = active.reduce((s, r) => s + r.weight, 0);
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const combinedScore =
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active.reduce(
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(s, r) => s + impactToNumeric[r.result.impact] * r.result.confidence * r.weight,
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0
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) / totalWeight;
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const combinedConfidence =
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active.reduce((s, r) => s + r.result.confidence * r.weight, 0) / totalWeight;
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// Calculate multi-dimensional scores
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const dimensions = this.calculateDimensions(active);
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// Detect correlations and patterns
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const correlations = this.detectCorrelations(backendResults, dimensions);
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// Calculate overall score and confidence
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const { score, confidence, uncertainty } = this.calculateOverall(
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active,
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dimensions,
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correlations,
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authorRep,
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);
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// Determine impact
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let impact: Impact;
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if (combinedScore > 0.1) {
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impact = 'positive';
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} else if (combinedScore < -0.1) {
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impact = 'negative';
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if (score > 0.2) {
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impact = "positive";
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} else if (score < -0.2) {
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impact = "negative";
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} else {
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impact = 'neutral';
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impact = "neutral";
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}
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if (combinedConfidence < this.confidenceThreshold) {
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impact = 'neutral';
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if (confidence < this.confidenceThreshold) {
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impact = "neutral";
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}
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const reasoning = results
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.filter((r) => r.result.confidence > 0)
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.map((r) => r.result.reasoning)
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.join(' ');
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// Generate analytical reasoning
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const reasoning = this.generateAnalyticalReasoning(
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event,
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backendResults,
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active,
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dimensions,
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correlations,
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score,
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confidence,
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uncertainty,
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authorRep,
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repoCtx,
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);
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return { impact, confidence: combinedConfidence, reasoning };
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const result: AnalysisResult = {
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impact,
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confidence,
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reasoning,
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dimensions,
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correlations,
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uncertainty,
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};
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updateContext(event, result);
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return result;
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}
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private calculateDimensions(
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active: BackendResult[],
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): NonNullable<AnalysisResult["dimensions"]> {
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let correctnessScore = 0;
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let correctnessWeight = 0;
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let riskScore = 0;
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let riskWeight = 0;
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let maintainabilityScore = 0;
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let maintainabilityWeight = 0;
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let alignmentScore = 0;
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let alignmentWeight = 0;
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for (const r of active) {
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const impactScore =
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r.impact === "positive" ? 1 : r.impact === "negative" ? -1 : 0;
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const weightedImpact = impactScore * r.confidence * r.weight;
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switch (r.backend) {
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case "checks":
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correctnessScore += weightedImpact * 0.7;
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correctnessWeight += r.weight * 0.7;
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riskScore += weightedImpact * 0.3;
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riskWeight += r.weight * 0.3;
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break;
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case "diff":
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maintainabilityScore += weightedImpact * 0.6;
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maintainabilityWeight += r.weight * 0.6;
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riskScore += weightedImpact * 0.4;
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riskWeight += r.weight * 0.4;
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break;
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case "quality":
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alignmentScore += weightedImpact * 0.7;
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alignmentWeight += r.weight * 0.7;
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maintainabilityScore += weightedImpact * 0.3;
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maintainabilityWeight += r.weight * 0.3;
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break;
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}
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}
|
||||
|
||||
return {
|
||||
correctness:
|
||||
correctnessWeight > 0 ? correctnessScore / correctnessWeight : 0,
|
||||
risk: riskWeight > 0 ? riskScore / riskWeight : 0,
|
||||
maintainability:
|
||||
maintainabilityWeight > 0
|
||||
? maintainabilityScore / maintainabilityWeight
|
||||
: 0,
|
||||
alignment: alignmentWeight > 0 ? alignmentScore / alignmentWeight : 0,
|
||||
};
|
||||
}
|
||||
|
||||
private detectCorrelations(
|
||||
allResults: BackendResult[],
|
||||
dimensions: NonNullable<AnalysisResult["dimensions"]>,
|
||||
): NonNullable<AnalysisResult["correlations"]> {
|
||||
const suspiciousPatterns: string[] = [];
|
||||
const reinforcingSignals: string[] = [];
|
||||
const contradictions: string[] = [];
|
||||
|
||||
const active = allResults.filter((r) => r.confidence > 0);
|
||||
const hasChecks = active.some((r) => r.backend === "checks");
|
||||
const hasDiff = active.some((r) => r.backend === "diff");
|
||||
const hasQuality = active.some((r) => r.backend === "quality");
|
||||
|
||||
// Check for suspicious patterns
|
||||
if (hasChecks && hasDiff) {
|
||||
const checksResult = active.find((r) => r.backend === "checks");
|
||||
const diffResult = active.find((r) => r.backend === "diff");
|
||||
|
||||
if (
|
||||
checksResult?.impact === "positive" &&
|
||||
diffResult?.impact === "negative"
|
||||
) {
|
||||
suspiciousPatterns.push(
|
||||
"Checks pass but diff analysis shows concerns (untested changes?)",
|
||||
);
|
||||
}
|
||||
|
||||
if (
|
||||
checksResult?.impact === "negative" &&
|
||||
diffResult?.impact === "positive"
|
||||
) {
|
||||
suspiciousPatterns.push(
|
||||
"Clean diff but failing checks (test failures?)",
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
if (hasDiff && hasQuality) {
|
||||
const diffResult = active.find((r) => r.backend === "diff");
|
||||
const qualityResult = active.find((r) => r.backend === "quality");
|
||||
|
||||
if (
|
||||
diffResult?.impact === "positive" &&
|
||||
qualityResult?.impact === "negative"
|
||||
) {
|
||||
suspiciousPatterns.push(
|
||||
"Clean code changes but poor description (documentation debt)",
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
// Check for reinforcing signals
|
||||
if (dimensions.correctness > 0.5 && dimensions.maintainability > 0.5) {
|
||||
reinforcingSignals.push(
|
||||
"High correctness and maintainability scores align",
|
||||
);
|
||||
}
|
||||
|
||||
if (dimensions.risk < -0.5 && dimensions.alignment < -0.3) {
|
||||
reinforcingSignals.push("Risk and misalignment indicators converge");
|
||||
}
|
||||
|
||||
// Check for contradictions
|
||||
const positiveCount = active.filter((r) => r.impact === "positive").length;
|
||||
const negativeCount = active.filter((r) => r.impact === "negative").length;
|
||||
|
||||
if (positiveCount > 0 && negativeCount > 0) {
|
||||
contradictions.push(
|
||||
`Mixed backend signals: ${positiveCount} positive, ${negativeCount} negative`,
|
||||
);
|
||||
}
|
||||
|
||||
if (dimensions.correctness > 0.3 && dimensions.risk < -0.3) {
|
||||
contradictions.push("Correct implementation but high risk profile");
|
||||
}
|
||||
|
||||
return {
|
||||
suspiciousPatterns,
|
||||
reinforcingSignals,
|
||||
contradictions,
|
||||
};
|
||||
}
|
||||
|
||||
private calculateOverall(
|
||||
active: BackendResult[],
|
||||
dimensions: NonNullable<AnalysisResult["dimensions"]>,
|
||||
correlations: NonNullable<AnalysisResult["correlations"]>,
|
||||
authorRep: ReturnType<typeof getAuthorReputation>,
|
||||
): {
|
||||
score: number;
|
||||
confidence: number;
|
||||
uncertainty: NonNullable<AnalysisResult["uncertainty"]>;
|
||||
} {
|
||||
const totalWeight = active.reduce((s, r) => s + r.weight, 0);
|
||||
|
||||
// Calculate weighted average of individual backend scores
|
||||
let baseScore = 0;
|
||||
for (const r of active) {
|
||||
const impactScore =
|
||||
r.impact === "positive" ? 1 : r.impact === "negative" ? -1 : 0;
|
||||
baseScore += impactScore * r.confidence * r.weight;
|
||||
}
|
||||
|
||||
// Guard against division by zero when all weights are 0
|
||||
if (totalWeight === 0) {
|
||||
baseScore = 0;
|
||||
getLogger().debug(
|
||||
"All backend weights are zero, defaulting baseScore to 0",
|
||||
);
|
||||
} else {
|
||||
baseScore /= totalWeight;
|
||||
}
|
||||
|
||||
// Adjust score based on dimensions
|
||||
const dimensionScore =
|
||||
dimensions.correctness * 0.4 +
|
||||
dimensions.risk * 0.2 +
|
||||
dimensions.maintainability * 0.25 +
|
||||
dimensions.alignment * 0.15;
|
||||
|
||||
// Blend backend score with dimension score
|
||||
let finalScore = baseScore * 0.6 + dimensionScore * 0.4;
|
||||
|
||||
// Penalize for contradictions
|
||||
if (correlations.contradictions.length > 0) {
|
||||
finalScore *= 0.85;
|
||||
}
|
||||
|
||||
// Calculate confidence
|
||||
let baseConfidence = 0;
|
||||
if (totalWeight === 0) {
|
||||
baseConfidence = 0;
|
||||
getLogger().debug(
|
||||
"All backend weights are zero, defaulting baseConfidence to 0",
|
||||
);
|
||||
} else {
|
||||
baseConfidence =
|
||||
active.reduce((s, r) => s + r.confidence * r.weight, 0) / totalWeight;
|
||||
}
|
||||
|
||||
// Adjust confidence based on various factors
|
||||
const uniqueImpacts = new Set(active.map((r) => r.impact));
|
||||
if (uniqueImpacts.size === 1) {
|
||||
baseConfidence = Math.min(1, baseConfidence * 1.15);
|
||||
} else if (uniqueImpacts.size === 3) {
|
||||
baseConfidence *= 0.75;
|
||||
}
|
||||
|
||||
if (authorRep.isNew) {
|
||||
baseConfidence *= 0.9;
|
||||
}
|
||||
|
||||
if (correlations.suspiciousPatterns.length > 0) {
|
||||
baseConfidence *= 0.85;
|
||||
}
|
||||
|
||||
// Calculate uncertainty interval
|
||||
const uncertaintyRange = 1 - baseConfidence;
|
||||
const lowerBound = Math.max(0, baseConfidence - uncertaintyRange * 0.5);
|
||||
const upperBound = Math.min(1, baseConfidence + uncertaintyRange * 0.5);
|
||||
|
||||
// Determine primary uncertainty source
|
||||
let primaryUncertaintySource = "Backend confidence variance";
|
||||
if (uniqueImpacts.size > 1) {
|
||||
primaryUncertaintySource = "Mixed backend signals";
|
||||
} else if (authorRep.isNew) {
|
||||
primaryUncertaintySource = "Limited author history";
|
||||
} else if (active.length < this.backends.length) {
|
||||
primaryUncertaintySource = "Partial backend coverage";
|
||||
}
|
||||
|
||||
return {
|
||||
score: finalScore,
|
||||
confidence: baseConfidence,
|
||||
uncertainty: {
|
||||
confidenceInterval: [lowerBound, upperBound],
|
||||
primaryUncertaintySource,
|
||||
},
|
||||
};
|
||||
}
|
||||
|
||||
private generateAnalyticalReasoning(
|
||||
event: WebhookEvent,
|
||||
_allResults: BackendResult[],
|
||||
activeResults: BackendResult[],
|
||||
dimensions: NonNullable<AnalysisResult["dimensions"]>,
|
||||
correlations: NonNullable<AnalysisResult["correlations"]>,
|
||||
score: number,
|
||||
confidence: number,
|
||||
uncertainty: NonNullable<AnalysisResult["uncertainty"]>,
|
||||
authorRep: ReturnType<typeof getAuthorReputation>,
|
||||
repoCtx: ReturnType<typeof getRepoContext>,
|
||||
): string {
|
||||
const parts: string[] = [];
|
||||
|
||||
// Summary of dimensional analysis
|
||||
parts.push(`Dimensional Analysis:`);
|
||||
parts.push(
|
||||
` Correctness: ${(dimensions.correctness * 100).toFixed(0)}% | ` +
|
||||
`Risk: ${(dimensions.risk * 100).toFixed(0)}% | ` +
|
||||
`Maintainability: ${(dimensions.maintainability * 100).toFixed(0)}% | ` +
|
||||
`Alignment: ${(dimensions.alignment * 100).toFixed(0)}%`,
|
||||
);
|
||||
|
||||
// Backend breakdown
|
||||
parts.push(`\nBackend Results:`);
|
||||
for (const r of activeResults) {
|
||||
const icon =
|
||||
r.impact === "positive"
|
||||
? "[+]"
|
||||
: r.impact === "negative"
|
||||
? "[-]"
|
||||
: "[~]";
|
||||
parts.push(
|
||||
` ${icon} ${r.backend}: ${r.impact} (${(r.confidence * 100).toFixed(0)}%) - ${r.reasoning}`,
|
||||
);
|
||||
}
|
||||
|
||||
// Correlation analysis
|
||||
const hasPatterns =
|
||||
correlations.suspiciousPatterns.length > 0 ||
|
||||
correlations.reinforcingSignals.length > 0 ||
|
||||
correlations.contradictions.length > 0;
|
||||
|
||||
if (hasPatterns) {
|
||||
parts.push(`\nPattern Analysis:`);
|
||||
|
||||
if (correlations.reinforcingSignals.length > 0) {
|
||||
for (const signal of correlations.reinforcingSignals) {
|
||||
parts.push(` [^] ${signal}`);
|
||||
}
|
||||
}
|
||||
|
||||
if (correlations.suspiciousPatterns.length > 0) {
|
||||
for (const pattern of correlations.suspiciousPatterns) {
|
||||
parts.push(` [!] ${pattern}`);
|
||||
}
|
||||
}
|
||||
|
||||
if (correlations.contradictions.length > 0) {
|
||||
for (const contradiction of correlations.contradictions) {
|
||||
parts.push(` [x] ${contradiction}`);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Context information
|
||||
parts.push(`\nContext:`);
|
||||
parts.push(
|
||||
` Author: ${event.author} (${authorRep.isNew ? "new" : `reputation: ${(authorRep.reputation * 100).toFixed(0)}%`})`,
|
||||
);
|
||||
parts.push(
|
||||
` Repository: ${repoCtx.maturity} (${repoCtx.communitySize} active contributors)`,
|
||||
);
|
||||
|
||||
// Confidence and uncertainty
|
||||
parts.push(`\nConfidence Assessment:`);
|
||||
parts.push(` Overall: ${(confidence * 100).toFixed(0)}%`);
|
||||
parts.push(
|
||||
` Interval: [${(uncertainty.confidenceInterval[0] * 100).toFixed(0)}%, ${(uncertainty.confidenceInterval[1] * 100).toFixed(0)}%]`,
|
||||
);
|
||||
parts.push(
|
||||
` Primary uncertainty: ${uncertainty.primaryUncertaintySource}`,
|
||||
);
|
||||
|
||||
// Final assessment
|
||||
parts.push(
|
||||
`\nAssessment: ${score > 0.2 ? "POSITIVE" : score < -0.2 ? "NEGATIVE" : "NEUTRAL"} (score: ${score.toFixed(2)})`,
|
||||
);
|
||||
|
||||
return parts.join("\n");
|
||||
}
|
||||
}
|
||||
|
||||
|
|
|
|||
218
src/polling.ts
218
src/polling.ts
|
|
@ -1,6 +1,7 @@
|
|||
import type { Config, WebhookEvent, RepoConfig } from './types.js';
|
||||
import type { Config, WebhookEvent, RepoPattern } from "./types.js";
|
||||
import {
|
||||
listRecentComments,
|
||||
listAccessibleRepositories,
|
||||
fetchPR,
|
||||
fetchIssue,
|
||||
hasExistingComment,
|
||||
|
|
@ -9,15 +10,16 @@ import {
|
|||
formatComment,
|
||||
createReaction,
|
||||
type RecentComment,
|
||||
} from './github.js';
|
||||
import { createEngine } from './engine/index.js';
|
||||
import { getLogger } from './logger.js';
|
||||
import { recordEvent } from './events.js';
|
||||
import { readFileSync, writeFileSync, existsSync } from 'fs';
|
||||
} from "./github.js";
|
||||
import { createEngine } from "./engine/index.js";
|
||||
import { getLogger } from "./logger.js";
|
||||
import { recordEvent } from "./events.js";
|
||||
import { readFileSync, writeFileSync, existsSync } from "fs";
|
||||
|
||||
interface ProcessedComment {
|
||||
id: number;
|
||||
timestamp: number;
|
||||
failures?: number;
|
||||
}
|
||||
|
||||
interface PollingState {
|
||||
|
|
@ -26,24 +28,27 @@ interface PollingState {
|
|||
|
||||
const processedComments: Map<string, ProcessedComment> = new Map();
|
||||
const MAX_PROCESSED_CACHE = 1000;
|
||||
const MAX_RETRY_ATTEMPTS = 3;
|
||||
|
||||
let pollingState: PollingState = { lastProcessedAt: {} };
|
||||
|
||||
function loadPollingState(stateFile: string): void {
|
||||
if (existsSync(stateFile)) {
|
||||
try {
|
||||
const data = readFileSync(stateFile, 'utf-8');
|
||||
const data = readFileSync(stateFile, "utf-8");
|
||||
const parsed = JSON.parse(data);
|
||||
// Validate that parsed data has expected structure
|
||||
if (
|
||||
parsed &&
|
||||
typeof parsed === 'object' &&
|
||||
typeof parsed === "object" &&
|
||||
parsed.lastProcessedAt &&
|
||||
typeof parsed.lastProcessedAt === 'object'
|
||||
typeof parsed.lastProcessedAt === "object"
|
||||
) {
|
||||
pollingState = parsed;
|
||||
} else {
|
||||
getLogger().warn('Invalid polling state format, resetting to empty state');
|
||||
getLogger().warn(
|
||||
"Invalid polling state format, resetting to empty state",
|
||||
);
|
||||
pollingState = { lastProcessedAt: {} };
|
||||
}
|
||||
} catch {
|
||||
|
|
@ -57,7 +62,7 @@ function savePollingState(stateFile: string): void {
|
|||
try {
|
||||
writeFileSync(stateFile, JSON.stringify(pollingState, null, 2));
|
||||
} catch (err) {
|
||||
getLogger().warn('Failed to save polling state', err);
|
||||
getLogger().warn("Failed to save polling state", err);
|
||||
}
|
||||
}
|
||||
|
||||
|
|
@ -86,7 +91,11 @@ function isProcessed(owner: string, repo: string, commentId: number): boolean {
|
|||
|
||||
function markProcessed(owner: string, repo: string, commentId: number): void {
|
||||
const key = getCacheKey(owner, repo, commentId);
|
||||
processedComments.set(key, { id: commentId, timestamp: Date.now() });
|
||||
processedComments.set(key, {
|
||||
id: commentId,
|
||||
timestamp: Date.now(),
|
||||
failures: 0,
|
||||
});
|
||||
|
||||
// Clean up old entries if cache is too large
|
||||
if (processedComments.size > MAX_PROCESSED_CACHE) {
|
||||
|
|
@ -99,13 +108,31 @@ function markProcessed(owner: string, repo: string, commentId: number): void {
|
|||
}
|
||||
}
|
||||
|
||||
function recordFailure(
|
||||
owner: string,
|
||||
repo: string,
|
||||
commentId: number,
|
||||
): boolean {
|
||||
const key = getCacheKey(owner, repo, commentId);
|
||||
const existing = processedComments.get(key);
|
||||
|
||||
const failures = (existing?.failures || 0) + 1;
|
||||
processedComments.set(key, {
|
||||
id: commentId,
|
||||
timestamp: Date.now(),
|
||||
failures,
|
||||
});
|
||||
|
||||
return failures >= MAX_RETRY_ATTEMPTS;
|
||||
}
|
||||
|
||||
function containsMention(body: string): boolean {
|
||||
return body.includes('@troutbot');
|
||||
return body.includes("@troutbot");
|
||||
}
|
||||
|
||||
async function analyzeAndComment(
|
||||
event: WebhookEvent,
|
||||
config: Config
|
||||
config: Config,
|
||||
): Promise<Record<string, unknown>> {
|
||||
const logger = getLogger();
|
||||
const engine = createEngine(config.engine);
|
||||
|
|
@ -113,36 +140,50 @@ async function analyzeAndComment(
|
|||
// Run analysis
|
||||
const analysis = await engine.analyze(event);
|
||||
logger.info(
|
||||
`Analyzed ${event.owner}/${event.repo}#${event.number}: impact=${analysis.impact}, confidence=${analysis.confidence.toFixed(2)}`
|
||||
`Analyzed ${event.owner}/${event.repo}#${event.number}: impact=${analysis.impact}, confidence=${analysis.confidence.toFixed(2)}`,
|
||||
);
|
||||
|
||||
// Check for existing comment
|
||||
const { commentMarker, allowUpdates } = config.response;
|
||||
const existing = await hasExistingComment(event.owner, event.repo, event.number, commentMarker);
|
||||
const existing = await hasExistingComment(
|
||||
event.owner,
|
||||
event.repo,
|
||||
event.number,
|
||||
commentMarker,
|
||||
);
|
||||
|
||||
if (existing.exists && !allowUpdates) {
|
||||
logger.info(`Already commented on ${event.owner}/${event.repo}#${event.number}, skipping`);
|
||||
const result = { skipped: true, reason: 'Already commented' };
|
||||
logger.info(
|
||||
`Already commented on ${event.owner}/${event.repo}#${event.number}, skipping`,
|
||||
);
|
||||
const result = { skipped: true, reason: "Already commented" };
|
||||
recordEvent(event, result, analysis);
|
||||
return result;
|
||||
}
|
||||
|
||||
// Generate comment with analysis
|
||||
const body = formatComment(
|
||||
config.response,
|
||||
event.type,
|
||||
analysis.impact,
|
||||
analysis.confidence,
|
||||
analysis.reasoning
|
||||
analysis.reasoning,
|
||||
);
|
||||
|
||||
if (existing.exists && allowUpdates && existing.commentId) {
|
||||
logger.info(`Updating existing comment on ${event.owner}/${event.repo}#${event.number}`);
|
||||
logger.info(
|
||||
`Updating existing comment on ${event.owner}/${event.repo}#${event.number}`,
|
||||
);
|
||||
await updateComment(event.owner, event.repo, existing.commentId, body);
|
||||
} else {
|
||||
await postComment(event.owner, event.repo, event.number, body);
|
||||
}
|
||||
|
||||
const result = { processed: true, impact: analysis.impact, confidence: analysis.confidence };
|
||||
const result = {
|
||||
processed: true,
|
||||
impact: analysis.impact,
|
||||
confidence: analysis.confidence,
|
||||
};
|
||||
recordEvent(event, result, analysis);
|
||||
return result;
|
||||
}
|
||||
|
|
@ -155,18 +196,38 @@ function isAuthorized(username: string, authorizedUsers?: string[]): boolean {
|
|||
return authorizedUsers.some((u) => u.toLowerCase() === normalizedUsername);
|
||||
}
|
||||
|
||||
function isRepoAuthorized(owner: string, repo: string, pollingRepos?: RepoConfig[]): boolean {
|
||||
if (!pollingRepos || pollingRepos.length === 0) {
|
||||
return true; // No restrictions, use global repos
|
||||
function isRepoAuthorized(
|
||||
owner: string,
|
||||
repo: string,
|
||||
pollingPatterns?: RepoPattern[],
|
||||
): boolean {
|
||||
if (!pollingPatterns || pollingPatterns.length === 0) {
|
||||
return true; // No restrictions, accept all repos
|
||||
}
|
||||
return pollingRepos.some((r) => r.owner === owner && r.repo === repo);
|
||||
|
||||
// Check if repo matches any pattern
|
||||
for (const pattern of pollingPatterns) {
|
||||
const ownerMatch =
|
||||
pattern.owner === "*" ||
|
||||
pattern.owner.toLowerCase() === owner.toLowerCase();
|
||||
const repoMatch =
|
||||
pattern.repo === "*" ||
|
||||
pattern.repo === undefined ||
|
||||
pattern.repo.toLowerCase() === repo.toLowerCase();
|
||||
|
||||
if (ownerMatch && repoMatch) {
|
||||
return true;
|
||||
}
|
||||
}
|
||||
|
||||
return false;
|
||||
}
|
||||
|
||||
async function processComment(
|
||||
comment: RecentComment,
|
||||
owner: string,
|
||||
repo: string,
|
||||
config: Config
|
||||
config: Config,
|
||||
): Promise<void> {
|
||||
const logger = getLogger();
|
||||
|
||||
|
|
@ -175,7 +236,9 @@ async function processComment(
|
|||
}
|
||||
|
||||
if (isProcessed(owner, repo, comment.id)) {
|
||||
logger.debug(`Comment ${owner}/${repo}#${comment.id} already processed, skipping`);
|
||||
logger.debug(
|
||||
`Comment ${owner}/${repo}#${comment.id} already processed, skipping`,
|
||||
);
|
||||
return;
|
||||
}
|
||||
|
||||
|
|
@ -183,9 +246,9 @@ async function processComment(
|
|||
const pollingRepos = config.polling?.repositories;
|
||||
if (!isRepoAuthorized(owner, repo, pollingRepos)) {
|
||||
logger.info(
|
||||
`Unauthorized repo ${owner}/${repo} for polling, ignoring mention from ${comment.author}`
|
||||
`Unauthorized repo ${owner}/${repo} for polling, ignoring mention from ${comment.author}`,
|
||||
);
|
||||
await createReaction(owner, repo, comment.id, 'thumbs_down');
|
||||
await createReaction(owner, repo, comment.id, "thumbs_down");
|
||||
markProcessed(owner, repo, comment.id);
|
||||
return;
|
||||
}
|
||||
|
|
@ -194,13 +257,15 @@ async function processComment(
|
|||
const authorizedUsers = config.polling?.authorizedUsers;
|
||||
if (!isAuthorized(comment.author, authorizedUsers)) {
|
||||
logger.info(
|
||||
`Unauthorized user ${comment.author} attempted on-demand analysis in ${owner}/${repo}#${comment.issueNumber}`
|
||||
`Unauthorized user ${comment.author} attempted on-demand analysis in ${owner}/${repo}#${comment.issueNumber}`,
|
||||
);
|
||||
markProcessed(owner, repo, comment.id);
|
||||
return;
|
||||
}
|
||||
|
||||
logger.info(`Found @troutbot mention in ${owner}/${repo}#${comment.issueNumber}`);
|
||||
logger.info(
|
||||
`Found @troutbot mention in ${owner}/${repo}#${comment.issueNumber}`,
|
||||
);
|
||||
|
||||
try {
|
||||
// First, try to fetch as a PR to check if it's a pull request
|
||||
|
|
@ -211,8 +276,8 @@ async function processComment(
|
|||
if (prData) {
|
||||
// It's a pull request
|
||||
event = {
|
||||
action: 'on_demand',
|
||||
type: 'pull_request',
|
||||
action: "on_demand",
|
||||
type: "pull_request",
|
||||
number: comment.issueNumber,
|
||||
title: prData.title,
|
||||
body: prData.body,
|
||||
|
|
@ -227,13 +292,15 @@ async function processComment(
|
|||
// It's an issue
|
||||
const issueData = await fetchIssue(owner, repo, comment.issueNumber);
|
||||
if (!issueData) {
|
||||
logger.warn(`Could not fetch issue ${owner}/${repo}#${comment.issueNumber}`);
|
||||
logger.warn(
|
||||
`Could not fetch issue ${owner}/${repo}#${comment.issueNumber}`,
|
||||
);
|
||||
return;
|
||||
}
|
||||
|
||||
event = {
|
||||
action: 'on_demand',
|
||||
type: 'issue',
|
||||
action: "on_demand",
|
||||
type: "issue",
|
||||
number: comment.issueNumber,
|
||||
title: issueData.title,
|
||||
body: issueData.body,
|
||||
|
|
@ -248,10 +315,21 @@ async function processComment(
|
|||
markProcessed(owner, repo, comment.id);
|
||||
|
||||
logger.info(
|
||||
`Successfully processed on-demand analysis for ${owner}/${repo}#${comment.issueNumber}`
|
||||
`Successfully processed on-demand analysis for ${owner}/${repo}#${comment.issueNumber}`,
|
||||
);
|
||||
} catch (err) {
|
||||
logger.error(`Failed to process mention in ${owner}/${repo}#${comment.issueNumber}`, err);
|
||||
logger.error(
|
||||
`Failed to process mention in ${owner}/${repo}#${comment.issueNumber}`,
|
||||
err,
|
||||
);
|
||||
// Track failures and mark as processed after max retries
|
||||
const shouldStop = recordFailure(owner, repo, comment.id);
|
||||
if (shouldStop) {
|
||||
logger.warn(
|
||||
`Max retry attempts (${MAX_RETRY_ATTEMPTS}) reached for comment ${comment.id}, marking as processed`,
|
||||
);
|
||||
markProcessed(owner, repo, comment.id);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
|
@ -260,13 +338,15 @@ async function pollRepository(
|
|||
repo: string,
|
||||
config: Config,
|
||||
since: Date,
|
||||
stateFile?: string
|
||||
stateFile?: string,
|
||||
): Promise<void> {
|
||||
const logger = getLogger();
|
||||
|
||||
try {
|
||||
const comments = await listRecentComments(owner, repo, since);
|
||||
logger.debug(`Fetched ${comments.length} recent comments from ${owner}/${repo}`);
|
||||
logger.debug(
|
||||
`Fetched ${comments.length} recent comments from ${owner}/${repo}`,
|
||||
);
|
||||
|
||||
let latestCommentDate = since;
|
||||
|
||||
|
|
@ -293,26 +373,60 @@ export async function startPolling(config: Config): Promise<void> {
|
|||
const pollingConfig = config.polling;
|
||||
|
||||
if (!pollingConfig || !pollingConfig.enabled) {
|
||||
logger.info('Polling is disabled');
|
||||
logger.info("Polling is disabled");
|
||||
return;
|
||||
}
|
||||
|
||||
// Determine repos to poll
|
||||
let reposToPoll: Array<{ owner: string; repo: string }>;
|
||||
const pollingPatterns = pollingConfig.repositories;
|
||||
|
||||
if (!pollingPatterns || pollingPatterns.length === 0) {
|
||||
// No patterns configured - poll all accessible repos
|
||||
reposToPoll = await listAccessibleRepositories();
|
||||
logger.info(
|
||||
`Polling all accessible repositories (${reposToPoll.length} repos)`,
|
||||
);
|
||||
} else {
|
||||
// Build repo list from patterns
|
||||
reposToPoll = [];
|
||||
|
||||
// Start with explicitly configured global repos (for webhooks)
|
||||
for (const repo of config.repositories) {
|
||||
// Only include repos that match polling patterns
|
||||
if (isRepoAuthorized(repo.owner, repo.repo, pollingPatterns)) {
|
||||
reposToPoll.push({ owner: repo.owner, repo: repo.repo });
|
||||
}
|
||||
}
|
||||
|
||||
// If no explicit repos configured, fetch accessible ones and filter by patterns
|
||||
if (config.repositories.length === 0) {
|
||||
logger.warn('Polling enabled but no repositories configured');
|
||||
const accessibleRepos = await listAccessibleRepositories();
|
||||
for (const repo of accessibleRepos) {
|
||||
if (isRepoAuthorized(repo.owner, repo.repo, pollingPatterns)) {
|
||||
reposToPoll.push({ owner: repo.owner, repo: repo.repo });
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
logger.info(`Polling ${reposToPoll.length} repositories matching patterns`);
|
||||
}
|
||||
|
||||
if (reposToPoll.length === 0) {
|
||||
logger.warn("No repositories match polling patterns");
|
||||
return;
|
||||
}
|
||||
|
||||
const intervalMs = pollingConfig.intervalMinutes * 60 * 1000;
|
||||
const lookbackMs = pollingConfig.lookbackMinutes * 60 * 1000;
|
||||
|
||||
logger.info(`Starting polling for ${config.repositories.length} repositories`);
|
||||
logger.info(
|
||||
`Poll interval: ${pollingConfig.intervalMinutes} minutes, lookback: ${pollingConfig.lookbackMinutes} minutes`
|
||||
`Poll interval: ${pollingConfig.intervalMinutes} minutes, lookback: ${pollingConfig.lookbackMinutes} minutes`,
|
||||
);
|
||||
|
||||
// Load persisted state if backfill is enabled
|
||||
const stateFile = pollingConfig.backfill
|
||||
? pollingConfig.stateFile || '.troutbot-polling-state.json'
|
||||
? pollingConfig.stateFile || ".troutbot-polling-state.json"
|
||||
: undefined;
|
||||
if (stateFile) {
|
||||
loadPollingState(stateFile);
|
||||
|
|
@ -320,22 +434,28 @@ export async function startPolling(config: Config): Promise<void> {
|
|||
}
|
||||
|
||||
// Do an initial poll - use persisted timestamp if available, otherwise use lookback
|
||||
for (const repo of config.repositories) {
|
||||
for (const repo of reposToPoll) {
|
||||
const lastProcessed = getLastProcessedAt(repo.owner, repo.repo);
|
||||
const initialSince = lastProcessed || new Date(Date.now() - lookbackMs);
|
||||
if (lastProcessed) {
|
||||
logger.info(
|
||||
`Resuming polling for ${repo.owner}/${repo.repo} from ${lastProcessed.toISOString()}`
|
||||
`Resuming polling for ${repo.owner}/${repo.repo} from ${lastProcessed.toISOString()}`,
|
||||
);
|
||||
}
|
||||
await pollRepository(repo.owner, repo.repo, config, initialSince, stateFile);
|
||||
await pollRepository(
|
||||
repo.owner,
|
||||
repo.repo,
|
||||
config,
|
||||
initialSince,
|
||||
stateFile,
|
||||
);
|
||||
}
|
||||
|
||||
// Set up recurring polling
|
||||
setInterval(async () => {
|
||||
const since = new Date(Date.now() - lookbackMs);
|
||||
|
||||
for (const repo of config.repositories) {
|
||||
for (const repo of reposToPoll) {
|
||||
await pollRepository(repo.owner, repo.repo, config, since, stateFile);
|
||||
}
|
||||
}, intervalMs);
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue