mirror of
https://github.com/QwenLM/qwen-code.git
synced 2026-05-22 03:03:56 +00:00
feat(insight): update static insight generator and command handling
- Refine DataProcessor and StaticInsightGenerator logic - Update StaticInsightTypes definitions - Enhance insight command implementation - Update package dependencies
This commit is contained in:
DragonnZhang
parent
98735fecd7
commit
39d2067d14
6 changed files with 419 additions and 62 deletions
123
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|
||||
"tsc": "bin/tsc",
|
||||
"tsserver": "bin/tsserver"
|
||||
|
|
@ -17751,7 +17764,6 @@
|
|||
"resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
|
||||
"integrity": "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==",
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">= 0.4.0"
|
||||
}
|
||||
|
|
@ -17807,6 +17819,7 @@
|
|||
"integrity": "sha512-ixXJB1YRgDIw2OszKQS9WxGHKwLdCsbQNkpJN171udl6szi/rIySHL6/Os3s2+oE4P/FLD4dxg4mD7Wust+u5g==",
|
||||
"dev": true,
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"esbuild": "^0.25.0",
|
||||
"fdir": "^6.4.6",
|
||||
|
|
@ -17920,6 +17933,7 @@
|
|||
"integrity": "sha512-M7BAV6Rlcy5u+m6oPhAPFgJTzAioX/6B0DxyvDlo9l8+T3nLKbrczg2WLUyzd45L8RqfUMyGPzekbMvX2Ldkwg==",
|
||||
"dev": true,
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=12"
|
||||
},
|
||||
|
|
@ -17933,6 +17947,7 @@
|
|||
"integrity": "sha512-LUCP5ev3GURDysTWiP47wRRUpLKMOfPh+yKTx3kVIEiu5KOMeqzpnYNsKyOoVrULivR8tLcks4+lga33Whn90A==",
|
||||
"dev": true,
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@types/chai": "^5.2.2",
|
||||
"@vitest/expect": "3.2.4",
|
||||
|
|
@ -18469,6 +18484,7 @@
|
|||
"integrity": "sha512-lcYcMxX2PO9XMGvAJkJ3OsNMw+/7FKes7/hgerGUYWIoWu5j/+YQqcZr5JnPZWzOsEBgMbSbiSTn/dv/69Mkpw==",
|
||||
"dev": true,
|
||||
"license": "ISC",
|
||||
"peer": true,
|
||||
"bin": {
|
||||
"yaml": "bin.mjs"
|
||||
},
|
||||
|
|
@ -18649,6 +18665,7 @@
|
|||
"resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
|
||||
"integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"funding": {
|
||||
"url": "https://github.com/sponsors/colinhacks"
|
||||
}
|
||||
|
|
@ -18676,6 +18693,7 @@
|
|||
"ink-spinner": "^5.0.0",
|
||||
"lowlight": "^3.3.0",
|
||||
"open": "^10.1.2",
|
||||
"p-limit": "^7.3.0",
|
||||
"prompts": "^2.4.2",
|
||||
"qrcode-terminal": "^0.12.0",
|
||||
"react": "^19.1.0",
|
||||
|
|
@ -18748,6 +18766,7 @@
|
|||
"resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.25.1.tgz",
|
||||
"integrity": "sha512-yO28oVFFC7EBoiKdAn+VqRm+plcfv4v0xp6osG/VsCB0NlPZWi87ajbCZZ8f/RvOFLEu7//rSRmuZZ7lMoe3gQ==",
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@hono/node-server": "^1.19.7",
|
||||
"ajv": "^8.17.1",
|
||||
|
|
@ -19142,6 +19161,21 @@
|
|||
"url": "https://opencollective.com/node-fetch"
|
||||
}
|
||||
},
|
||||
"packages/cli/node_modules/p-limit": {
|
||||
"version": "7.3.0",
|
||||
"resolved": "https://registry.npmjs.org/p-limit/-/p-limit-7.3.0.tgz",
|
||||
"integrity": "sha512-7cIXg/Z0M5WZRblrsOla88S4wAK+zOQQWeBYfV3qJuJXMr+LnbYjaadrFaS0JILfEDPVqHyKnZ1Z/1d6J9VVUw==",
|
||||
"license": "MIT",
|
||||
"dependencies": {
|
||||
"yocto-queue": "^1.2.1"
|
||||
},
|
||||
"engines": {
|
||||
"node": ">=20"
|
||||
},
|
||||
"funding": {
|
||||
"url": "https://github.com/sponsors/sindresorhus"
|
||||
}
|
||||
},
|
||||
"packages/cli/node_modules/qs": {
|
||||
"version": "6.14.0",
|
||||
"resolved": "https://registry.npmjs.org/qs/-/qs-6.14.0.tgz",
|
||||
|
|
@ -19272,6 +19306,18 @@
|
|||
"node": ">=18.17"
|
||||
}
|
||||
},
|
||||
"packages/cli/node_modules/yocto-queue": {
|
||||
"version": "1.2.2",
|
||||
"resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-1.2.2.tgz",
|
||||
"integrity": "sha512-4LCcse/U2MHZ63HAJVE+v71o7yOdIe4cZ70Wpf8D/IyjDKYQLV5GD46B+hSTjJsvV5PztjvHoU580EftxjDZFQ==",
|
||||
"license": "MIT",
|
||||
"engines": {
|
||||
"node": ">=12.20"
|
||||
},
|
||||
"funding": {
|
||||
"url": "https://github.com/sponsors/sindresorhus"
|
||||
}
|
||||
},
|
||||
"packages/core": {
|
||||
"name": "@qwen-code/qwen-code-core",
|
||||
"version": "0.10.0",
|
||||
|
|
@ -19377,6 +19423,7 @@
|
|||
"resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.25.1.tgz",
|
||||
"integrity": "sha512-yO28oVFFC7EBoiKdAn+VqRm+plcfv4v0xp6osG/VsCB0NlPZWi87ajbCZZ8f/RvOFLEu7//rSRmuZZ7lMoe3gQ==",
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@hono/node-server": "^1.19.7",
|
||||
"ajv": "^8.17.1",
|
||||
|
|
@ -19771,6 +19818,7 @@
|
|||
"resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
|
||||
"integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"engines": {
|
||||
"node": ">=12"
|
||||
},
|
||||
|
|
@ -20533,6 +20581,7 @@
|
|||
"integrity": "sha512-4Z+L8I2OqhZV8qA132M4wNL30ypZGYOQVBfMgxDH/K5UX0PNqTu1c6za9ST5r9+tavvHiTWmBnKzpCJ/GlVFtg==",
|
||||
"dev": true,
|
||||
"license": "BSD-2-Clause",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@typescript-eslint/scope-manager": "7.18.0",
|
||||
"@typescript-eslint/types": "7.18.0",
|
||||
|
|
@ -20702,39 +20751,6 @@
|
|||
"url": "https://opencollective.com/typescript-eslint"
|
||||
}
|
||||
},
|
||||
"packages/sdk-typescript/node_modules/@vitest/browser": {
|
||||
"version": "1.6.1",
|
||||
"resolved": "https://registry.npmjs.org/@vitest/browser/-/browser-1.6.1.tgz",
|
||||
"integrity": "sha512-9ZYW6KQ30hJ+rIfJoGH4wAub/KAb4YrFzX0kVLASvTm7nJWVC5EAv5SlzlXVl3h3DaUq5aqHlZl77nmOPnALUQ==",
|
||||
"dev": true,
|
||||
"license": "MIT",
|
||||
"optional": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@vitest/utils": "1.6.1",
|
||||
"magic-string": "^0.30.5",
|
||||
"sirv": "^2.0.4"
|
||||
},
|
||||
"funding": {
|
||||
"url": "https://opencollective.com/vitest"
|
||||
},
|
||||
"peerDependencies": {
|
||||
"playwright": "*",
|
||||
"vitest": "1.6.1",
|
||||
"webdriverio": "*"
|
||||
},
|
||||
"peerDependenciesMeta": {
|
||||
"playwright": {
|
||||
"optional": true
|
||||
},
|
||||
"safaridriver": {
|
||||
"optional": true
|
||||
},
|
||||
"webdriverio": {
|
||||
"optional": true
|
||||
}
|
||||
}
|
||||
},
|
||||
"packages/sdk-typescript/node_modules/@vitest/coverage-v8": {
|
||||
"version": "1.6.1",
|
||||
"resolved": "https://registry.npmjs.org/@vitest/coverage-v8/-/coverage-v8-1.6.1.tgz",
|
||||
|
|
@ -21046,6 +21062,7 @@
|
|||
"deprecated": "This version is no longer supported. Please see https://eslint.org/version-support for other options.",
|
||||
"dev": true,
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@eslint-community/eslint-utils": "^4.2.0",
|
||||
"@eslint-community/regexpp": "^4.6.1",
|
||||
|
|
@ -21549,7 +21566,6 @@
|
|||
"dev": true,
|
||||
"license": "MIT",
|
||||
"optional": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@polka/url": "^1.0.0-next.24",
|
||||
"mrmime": "^2.0.0",
|
||||
|
|
@ -22189,6 +22205,7 @@
|
|||
"integrity": "sha512-Ljb1cnSJSivGN0LqXd/zmDbWEM0RNNg2t1QW/XUhYl/qPqyu7CsqeWtqQXHVaJsecLPuDoak2oJcZN2QoRIOag==",
|
||||
"dev": true,
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"@vitest/expect": "1.6.1",
|
||||
"@vitest/runner": "1.6.1",
|
||||
|
|
@ -23870,6 +23887,7 @@
|
|||
"integrity": "sha512-aJn6wq13/afZp/jT9QZmwEjDqqvSGp1VT5GVg+f/t6/oVyrgXM6BY1h9BRh/O5p3PlUPAe+WuiEZOmb/49RqoQ==",
|
||||
"dev": true,
|
||||
"license": "Apache-2.0",
|
||||
"peer": true,
|
||||
"bin": {
|
||||
"tsc": "bin/tsc",
|
||||
"tsserver": "bin/tsserver"
|
||||
|
|
@ -23884,6 +23902,7 @@
|
|||
"integrity": "sha512-o5a9xKjbtuhY6Bi5S3+HvbRERmouabWbyUcpXXUA1u+GNUKoROi9byOJ8M0nHbHYHkYICiMlqxkg1KkYmm25Sw==",
|
||||
"dev": true,
|
||||
"license": "MIT",
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"esbuild": "^0.21.3",
|
||||
"postcss": "^8.4.43",
|
||||
|
|
|
|||
|
|
@ -56,6 +56,7 @@
|
|||
"ink-spinner": "^5.0.0",
|
||||
"lowlight": "^3.3.0",
|
||||
"open": "^10.1.2",
|
||||
"p-limit": "^7.3.0",
|
||||
"prompts": "^2.4.2",
|
||||
"qrcode-terminal": "^0.12.0",
|
||||
"react": "^19.1.0",
|
||||
|
|
@ -81,12 +82,12 @@
|
|||
"@types/diff": "^7.0.2",
|
||||
"@types/dotenv": "^6.1.1",
|
||||
"@types/node": "^20.11.24",
|
||||
"@types/prompts": "^2.4.9",
|
||||
"@types/react": "^19.1.8",
|
||||
"@types/react-dom": "^19.1.6",
|
||||
"@types/semver": "^7.7.0",
|
||||
"@types/shell-quote": "^1.7.5",
|
||||
"@types/yargs": "^17.0.32",
|
||||
"@types/prompts": "^2.4.9",
|
||||
"archiver": "^7.0.1",
|
||||
"ink-testing-library": "^4.0.0",
|
||||
"jsdom": "^26.1.0",
|
||||
|
|
|
|||
|
|
@ -7,21 +7,201 @@
|
|||
import fs from 'fs/promises';
|
||||
import path from 'path';
|
||||
import { read as readJsonlFile } from '@qwen-code/qwen-code-core';
|
||||
import pLimit from 'p-limit';
|
||||
import type { Config, ChatRecord } from '@qwen-code/qwen-code-core';
|
||||
import type {
|
||||
InsightData,
|
||||
HeatMapData,
|
||||
TokenUsageData,
|
||||
AchievementData,
|
||||
StreakData,
|
||||
SessionFacets,
|
||||
} from '../types/StaticInsightTypes.js';
|
||||
import type { ChatRecord } from '@qwen-code/qwen-code-core';
|
||||
|
||||
// Prompt content from prompt.txt
|
||||
const ANALYSIS_PROMPT = `Analyze this Qwen Code session and extract structured facets.
|
||||
|
||||
CRITICAL GUIDELINES:
|
||||
|
||||
1. **goal_categories**: Count ONLY what the USER explicitly asked for.
|
||||
- DO NOT count Qwen's autonomous codebase exploration
|
||||
- DO NOT count work Qwen decided to do on its own
|
||||
- ONLY count when user says "can you...", "please...", "I need...", "let's..."
|
||||
|
||||
2. **user_satisfaction_counts**: Base ONLY on explicit user signals.
|
||||
- "Yay!", "great!", "perfect!" → happy
|
||||
- "thanks", "looks good", "that works" → satisfied
|
||||
- "ok, now let's..." (continuing without complaint) → likely_satisfied
|
||||
- "that's not right", "try again" → dissatisfied
|
||||
- "this is broken", "I give up" → frustrated
|
||||
|
||||
3. **friction_counts**: Be specific about what went wrong.
|
||||
- misunderstood_request: Qwen interpreted incorrectly
|
||||
- wrong_approach: Right goal, wrong solution method
|
||||
- buggy_code: Code didn't work correctly
|
||||
- user_rejected_action: User said no/stop to a tool call
|
||||
- excessive_changes: Over-engineered or changed too much
|
||||
|
||||
4. If very short or just warmup, use warmup_minimal for goal_category`;
|
||||
|
||||
const INSIGHT_SCHEMA = {
|
||||
type: 'object',
|
||||
properties: {
|
||||
underlying_goal: {
|
||||
type: 'string',
|
||||
description: 'What the user fundamentally wanted to achieve',
|
||||
},
|
||||
goal_categories: {
|
||||
type: 'object',
|
||||
additionalProperties: { type: 'number' },
|
||||
},
|
||||
outcome: {
|
||||
type: 'string',
|
||||
enum: [
|
||||
'fully_achieved',
|
||||
'mostly_achieved',
|
||||
'partially_achieved',
|
||||
'not_achieved',
|
||||
'unclear_from_transcript',
|
||||
],
|
||||
},
|
||||
user_satisfaction_counts: {
|
||||
type: 'object',
|
||||
additionalProperties: { type: 'number' },
|
||||
},
|
||||
Qwen_helpfulness: {
|
||||
type: 'string',
|
||||
enum: [
|
||||
'unhelpful',
|
||||
'slightly_helpful',
|
||||
'moderately_helpful',
|
||||
'very_helpful',
|
||||
'essential',
|
||||
],
|
||||
},
|
||||
session_type: {
|
||||
type: 'string',
|
||||
enum: [
|
||||
'single_task',
|
||||
'multi_task',
|
||||
'iterative_refinement',
|
||||
'exploration',
|
||||
'quick_question',
|
||||
],
|
||||
},
|
||||
friction_counts: {
|
||||
type: 'object',
|
||||
additionalProperties: { type: 'number' },
|
||||
},
|
||||
friction_detail: {
|
||||
type: 'string',
|
||||
description: 'One sentence describing friction or empty',
|
||||
},
|
||||
primary_success: {
|
||||
type: 'string',
|
||||
enum: [
|
||||
'none',
|
||||
'fast_accurate_search',
|
||||
'correct_code_edits',
|
||||
'good_explanations',
|
||||
'proactive_help',
|
||||
'multi_file_changes',
|
||||
'good_debugging',
|
||||
],
|
||||
},
|
||||
brief_summary: {
|
||||
type: 'string',
|
||||
description: 'One sentence: what user wanted and whether they got it',
|
||||
},
|
||||
},
|
||||
required: [
|
||||
'underlying_goal',
|
||||
'goal_categories',
|
||||
'outcome',
|
||||
'user_satisfaction_counts',
|
||||
'Qwen_helpfulness',
|
||||
'session_type',
|
||||
'friction_counts',
|
||||
'friction_detail',
|
||||
'primary_success',
|
||||
'brief_summary',
|
||||
],
|
||||
};
|
||||
|
||||
export class DataProcessor {
|
||||
constructor(private config: Config) {}
|
||||
|
||||
// Helper function to format date as YYYY-MM-DD
|
||||
private formatDate(date: Date): string {
|
||||
return date.toISOString().split('T')[0];
|
||||
}
|
||||
|
||||
// Format chat records for LLM analysis
|
||||
private formatRecordsForAnalysis(records: ChatRecord[]): string {
|
||||
let output = '';
|
||||
const sessionStart =
|
||||
records.length > 0 ? new Date(records[0].timestamp) : new Date();
|
||||
|
||||
output += `Session: ${records[0]?.sessionId || 'unknown'}\n`;
|
||||
output += `Date: ${sessionStart.toISOString()}\n`;
|
||||
output += `Duration: ${records.length} turns\n\n`;
|
||||
|
||||
for (const record of records) {
|
||||
if (record.type === 'user') {
|
||||
const text =
|
||||
record.message?.parts
|
||||
?.map((p) => ('text' in p ? p.text : ''))
|
||||
.join('') || '';
|
||||
output += `[User]: ${text}\n`;
|
||||
} else if (record.type === 'assistant') {
|
||||
if (record.message?.parts) {
|
||||
for (const part of record.message.parts) {
|
||||
if ('text' in part && part.text) {
|
||||
output += `[Assistant]: ${part.text}\n`;
|
||||
} else if ('functionCall' in part) {
|
||||
// eslint-disable-next-line @typescript-eslint/no-explicit-any
|
||||
const call = (part as any).functionCall;
|
||||
if (call) {
|
||||
output += `[Tool: ${call.name}]\n`;
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
return output;
|
||||
}
|
||||
|
||||
// Analyze a single session using LLM
|
||||
private async analyzeSession(
|
||||
records: ChatRecord[],
|
||||
): Promise<SessionFacets | null> {
|
||||
if (records.length === 0) return null;
|
||||
|
||||
const sessionText = this.formatRecordsForAnalysis(records);
|
||||
const prompt = `${ANALYSIS_PROMPT}\n\nSESSION:\n${sessionText}`;
|
||||
|
||||
try {
|
||||
const result = await this.config.getBaseLlmClient().generateJson({
|
||||
// Use the configured model
|
||||
model: this.config.getModel(),
|
||||
contents: [{ role: 'user', parts: [{ text: prompt }] }],
|
||||
schema: INSIGHT_SCHEMA,
|
||||
abortSignal: AbortSignal.timeout(60000), // 1 minute timeout per session
|
||||
});
|
||||
return {
|
||||
...(result as unknown as SessionFacets),
|
||||
session_id: records[0].sessionId,
|
||||
};
|
||||
} catch (error) {
|
||||
console.error(
|
||||
`Failed to analyze session ${records[0]?.sessionId}:`,
|
||||
error,
|
||||
);
|
||||
return null;
|
||||
}
|
||||
}
|
||||
|
||||
// Calculate streaks from activity dates
|
||||
private calculateStreaks(dates: string[]): StreakData {
|
||||
if (dates.length === 0) {
|
||||
|
|
@ -183,7 +363,10 @@ export class DataProcessor {
|
|||
}
|
||||
|
||||
// Process chat files from all projects in the base directory and generate insights
|
||||
async generateInsights(baseDir: string): Promise<InsightData> {
|
||||
async generateInsights(
|
||||
baseDir: string,
|
||||
facetsOutputDir?: string,
|
||||
): Promise<InsightData> {
|
||||
// Initialize data structures
|
||||
const heatmap: HeatMapData = {};
|
||||
const tokenUsage: TokenUsageData = {};
|
||||
|
|
@ -191,6 +374,9 @@ export class DataProcessor {
|
|||
const sessionStartTimes: { [sessionId: string]: Date } = {};
|
||||
const sessionEndTimes: { [sessionId: string]: Date } = {};
|
||||
|
||||
// Store all valid chat file paths for LLM analysis
|
||||
const allChatFiles: Array<{ path: string; mtime: number }> = [];
|
||||
|
||||
try {
|
||||
// Get all project directories in the base directory
|
||||
const projectDirs = await fs.readdir(baseDir);
|
||||
|
|
@ -222,6 +408,15 @@ export class DataProcessor {
|
|||
// Process each chat file in this project
|
||||
for (const file of chatFiles) {
|
||||
const filePath = path.join(chatsDir, file);
|
||||
|
||||
// Get file stats for sorting by recency
|
||||
try {
|
||||
const fileStats = await fs.stat(filePath);
|
||||
allChatFiles.push({ path: filePath, mtime: fileStats.mtimeMs });
|
||||
} catch (e) {
|
||||
console.error(`Failed to stat file ${filePath}:`, e);
|
||||
}
|
||||
|
||||
const records = await readJsonlFile<ChatRecord>(filePath);
|
||||
|
||||
// Process each record
|
||||
|
|
@ -269,6 +464,84 @@ export class DataProcessor {
|
|||
}
|
||||
}
|
||||
|
||||
// Sort files by recency (descending) and take top 50
|
||||
const recentFiles = allChatFiles
|
||||
.sort((a, b) => b.mtime - a.mtime)
|
||||
.slice(0, 50);
|
||||
|
||||
console.log(`Analyzing ${recentFiles.length} recent sessions with LLM...`);
|
||||
|
||||
// Create a limit function with concurrency of 4 to avoid 429 errors
|
||||
const limit = pLimit(4);
|
||||
|
||||
// Analyze sessions concurrently with limit
|
||||
const analysisPromises = recentFiles.map((fileInfo) =>
|
||||
limit(async () => {
|
||||
try {
|
||||
const records = await readJsonlFile<ChatRecord>(fileInfo.path);
|
||||
|
||||
// Check if we already have this session analyzed
|
||||
if (records.length > 0 && facetsOutputDir) {
|
||||
const sessionId = records[0].sessionId;
|
||||
if (sessionId) {
|
||||
const existingFacetPath = path.join(
|
||||
facetsOutputDir,
|
||||
`${sessionId}.json`,
|
||||
);
|
||||
try {
|
||||
// Check if file exists and is readable
|
||||
const existingData = await fs.readFile(
|
||||
existingFacetPath,
|
||||
'utf-8',
|
||||
);
|
||||
const existingFacet = JSON.parse(existingData);
|
||||
return existingFacet;
|
||||
} catch (readError) {
|
||||
// File doesn't exist or is invalid, proceed to analyze
|
||||
if ((readError as NodeJS.ErrnoException).code !== 'ENOENT') {
|
||||
console.warn(
|
||||
`Failed to read existing facet for ${sessionId}, regenerating:`,
|
||||
readError,
|
||||
);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
const facet = await this.analyzeSession(records);
|
||||
|
||||
if (facet && facetsOutputDir) {
|
||||
try {
|
||||
const facetPath = path.join(
|
||||
facetsOutputDir,
|
||||
`${facet.session_id}.json`,
|
||||
);
|
||||
await fs.writeFile(
|
||||
facetPath,
|
||||
JSON.stringify(facet, null, 2),
|
||||
'utf-8',
|
||||
);
|
||||
} catch (writeError) {
|
||||
console.error(
|
||||
`Failed to write facet file for session ${facet.session_id}:`,
|
||||
writeError,
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
return facet;
|
||||
} catch (e) {
|
||||
console.error(`Error analyzing session file ${fileInfo.path}:`, e);
|
||||
return null;
|
||||
}
|
||||
}),
|
||||
);
|
||||
|
||||
const sessionFacetsWithNulls = await Promise.all(analysisPromises);
|
||||
const facets = sessionFacetsWithNulls.filter(
|
||||
(f): f is SessionFacets => f !== null,
|
||||
);
|
||||
|
||||
// Calculate streak data
|
||||
const streakData = this.calculateStreaks(Object.keys(heatmap));
|
||||
|
||||
|
|
@ -319,6 +592,7 @@ export class DataProcessor {
|
|||
activeHours,
|
||||
latestActiveTime,
|
||||
achievements,
|
||||
facets,
|
||||
};
|
||||
}
|
||||
}
|
||||
|
|
|
|||
|
|
@ -11,12 +11,14 @@ import { DataProcessor } from './DataProcessor.js';
|
|||
import { TemplateRenderer } from './TemplateRenderer.js';
|
||||
import type { InsightData } from '../types/StaticInsightTypes.js';
|
||||
|
||||
import type { Config } from '@qwen-code/qwen-code-core';
|
||||
|
||||
export class StaticInsightGenerator {
|
||||
private dataProcessor: DataProcessor;
|
||||
private templateRenderer: TemplateRenderer;
|
||||
|
||||
constructor() {
|
||||
this.dataProcessor = new DataProcessor();
|
||||
constructor(config: Config) {
|
||||
this.dataProcessor = new DataProcessor(config);
|
||||
this.templateRenderer = new TemplateRenderer();
|
||||
}
|
||||
|
||||
|
|
@ -30,23 +32,42 @@ export class StaticInsightGenerator {
|
|||
// Generate the static insight HTML file
|
||||
async generateStaticInsight(baseDir: string): Promise<string> {
|
||||
try {
|
||||
// Ensure output directory exists
|
||||
const outputDir = await this.ensureOutputDirectory();
|
||||
const facetsDir = path.join(outputDir, 'facets');
|
||||
await fs.mkdir(facetsDir, { recursive: true });
|
||||
|
||||
// Process data
|
||||
console.log('Processing insight data...');
|
||||
const insights: InsightData =
|
||||
await this.dataProcessor.generateInsights(baseDir);
|
||||
const insights: InsightData = await this.dataProcessor.generateInsights(
|
||||
baseDir,
|
||||
facetsDir,
|
||||
);
|
||||
|
||||
// Render HTML
|
||||
console.log('Rendering HTML template...');
|
||||
const html = await this.templateRenderer.renderInsightHTML(insights);
|
||||
|
||||
// Ensure output directory exists
|
||||
const outputDir = await this.ensureOutputDirectory();
|
||||
const outputPath = path.join(outputDir, 'insight.html');
|
||||
|
||||
// Write the HTML file
|
||||
console.log(`Writing HTML file to: ${outputPath}`);
|
||||
await fs.writeFile(outputPath, html, 'utf-8');
|
||||
|
||||
// Write the JSON data file
|
||||
const jsonPath = path.join(outputDir, 'insight.json');
|
||||
console.log(`Writing JSON data to: ${jsonPath}`);
|
||||
|
||||
// Exclude facets from the main JSON file as they are stored individually
|
||||
// eslint-disable-next-line @typescript-eslint/no-unused-vars
|
||||
const { facets, ...insightsWithoutFacets } = insights;
|
||||
|
||||
await fs.writeFile(
|
||||
jsonPath,
|
||||
JSON.stringify(insightsWithoutFacets, null, 2),
|
||||
'utf-8',
|
||||
);
|
||||
|
||||
console.log('Static insight generation completed successfully');
|
||||
return outputPath;
|
||||
} catch (error) {
|
||||
|
|
|
|||
|
|
@ -34,6 +34,7 @@ export interface InsightData {
|
|||
activeHours: { [hour: number]: number };
|
||||
latestActiveTime: string | null;
|
||||
achievements: AchievementData[];
|
||||
facets?: SessionFacets[];
|
||||
}
|
||||
|
||||
export interface StreakData {
|
||||
|
|
@ -42,6 +43,42 @@ export interface StreakData {
|
|||
dates: string[];
|
||||
}
|
||||
|
||||
export interface SessionFacets {
|
||||
session_id: string;
|
||||
underlying_goal: string;
|
||||
goal_categories: Record<string, number>;
|
||||
outcome:
|
||||
| 'fully_achieved'
|
||||
| 'mostly_achieved'
|
||||
| 'partially_achieved'
|
||||
| 'not_achieved'
|
||||
| 'unclear_from_transcript';
|
||||
user_satisfaction_counts: Record<string, number>;
|
||||
Qwen_helpfulness:
|
||||
| 'unhelpful'
|
||||
| 'slightly_helpful'
|
||||
| 'moderately_helpful'
|
||||
| 'very_helpful'
|
||||
| 'essential';
|
||||
session_type:
|
||||
| 'single_task'
|
||||
| 'multi_task'
|
||||
| 'iterative_refinement'
|
||||
| 'exploration'
|
||||
| 'quick_question';
|
||||
friction_counts: Record<string, number>;
|
||||
friction_detail: string;
|
||||
primary_success:
|
||||
| 'none'
|
||||
| 'fast_accurate_search'
|
||||
| 'correct_code_edits'
|
||||
| 'good_explanations'
|
||||
| 'proactive_help'
|
||||
| 'multi_file_changes'
|
||||
| 'good_debugging';
|
||||
brief_summary: string;
|
||||
}
|
||||
|
||||
export interface StaticInsightTemplateData {
|
||||
styles: string;
|
||||
content: string;
|
||||
|
|
|
|||
|
|
@ -60,7 +60,12 @@ export const insightCommand: SlashCommand = {
|
|||
context.ui.setDebugMessage(t('Generating insights...'));
|
||||
|
||||
const projectsDir = join(os.homedir(), '.qwen', 'projects');
|
||||
const insightGenerator = new StaticInsightGenerator();
|
||||
if (!context.services.config) {
|
||||
throw new Error('Config service is not available');
|
||||
}
|
||||
const insightGenerator = new StaticInsightGenerator(
|
||||
context.services.config,
|
||||
);
|
||||
|
||||
context.ui.addItem(
|
||||
{
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue