Compare commits
4 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| a6d678e36c | |||
| 8c3e16a4f2 | |||
| 2276fb0c0c | |||
| 0a9d535df4 |
20
changelog.md
20
changelog.md
@@ -1,5 +1,25 @@
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# Changelog
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|
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## 2025-11-03 - 1.7.0 - feat(IterativeContextBuilder)
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Add iterative AI-driven context builder and integrate into task factory; add tests and iterative configuration
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- Introduce IterativeContextBuilder: iterative, token-aware context construction that asks the AI which files to load and evaluates context sufficiency.
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- Switch TaskContextFactory to use IterativeContextBuilder for readme, description and commit tasks (replaces earlier EnhancedContext flow for these tasks).
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- Add iterative configuration options (maxIterations, firstPassFileLimit, subsequentPassFileLimit, temperature, model) in types and ConfigManager and merge support for user config.
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- Update CLI (tokens and aidoc flows) to use the iterative context factory and improve task handling and messaging.
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- Add test coverage: test/test.iterativecontextbuilder.node.ts to validate initialization, iterative builds, token budget respect and multiple task types.
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- Enhance ContextCache, LazyFileLoader, ContextAnalyzer and ContextTrimmer to support the iterative pipeline and smarter prioritization/prompts.
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## 2025-11-03 - 1.6.1 - fix(context)
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Improve context building, caching and test robustness
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- EnhancedContext: refactored smart context building to use the analyzer and TaskContextFactory by default; taskType now defaults to 'description' and task-specific modes are applied.
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- ConfigManager: simplified analyzer configuration (removed enabled flag) and fixed getAnalyzerConfig fallback shape.
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- ContextCache: more robust mtime handling and persistence; tests updated to use real file mtimes so cache validation works reliably.
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- LazyFileLoader: adjusted token estimation tolerance and improved metadata caching behavior.
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- ContextAnalyzer & trimming pipeline: improved prioritization and trimming integration to better enforce token budgets.
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- Tests: relaxed strict timing/boolean checks and made assertions more tolerant (toEqual vs toBe) to reduce false negatives.
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## 2025-11-02 - 1.6.0 - feat(context)
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Introduce smart context system: analyzer, lazy loader, cache and README/docs improvements
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@@ -1,6 +1,6 @@
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{
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"name": "@git.zone/tsdoc",
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"version": "1.6.0",
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"version": "1.7.0",
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"private": false,
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"description": "A comprehensive TypeScript documentation tool that leverages AI to generate and enhance project documentation, including dynamic README creation, API docs via TypeDoc, and smart commit message generation.",
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"type": "module",
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@@ -457,7 +457,8 @@ tap.test('ContextAnalyzer should complete analysis within reasonable time', asyn
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const duration = endTime - startTime;
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expect(result.analysisDuration).toBeGreaterThan(0);
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// Analysis duration should be recorded (can be 0 for fast operations)
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expect(result.analysisDuration).toBeGreaterThanOrEqual(0);
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expect(duration).toBeLessThan(10000); // Should complete within 10 seconds
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});
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@@ -41,7 +41,7 @@ tap.test('ContextCache.init should create cache directory', async () => {
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// Check that cache directory was created
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const exists = await fs.promises.access(testCacheDir).then(() => true).catch(() => false);
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expect(exists).toBe(true);
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expect(exists).toEqual(true);
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await cleanupTestCache();
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});
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@@ -56,11 +56,15 @@ tap.test('ContextCache.set should store cache entry', async () => {
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await cache.init();
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const testPath = path.join(testProjectRoot, 'package.json');
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// Get actual file mtime for validation to work
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const stats = await fs.promises.stat(testPath);
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const fileMtime = Math.floor(stats.mtimeMs);
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const entry: ICacheEntry = {
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path: testPath,
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contents: 'test content',
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tokenCount: 100,
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mtime: Date.now(),
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mtime: fileMtime,
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cachedAt: Date.now()
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};
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@@ -171,10 +175,10 @@ tap.test('ContextCache.has should check if file is cached and valid', async () =
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await cache.set(entry);
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const hasIt = await cache.has(testPath);
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expect(hasIt).toBe(true);
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expect(hasIt).toEqual(true);
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const doesNotHaveIt = await cache.has('/non/existent/path.ts');
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expect(doesNotHaveIt).toBe(false);
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expect(doesNotHaveIt).toEqual(false);
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await cleanupTestCache();
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});
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@@ -384,11 +388,16 @@ tap.test('ContextCache should persist to disk and reload', async () => {
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});
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await cache1.init();
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// Use a real file that exists so validation passes
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const testPath = path.join(testProjectRoot, 'package.json');
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const stats = await fs.promises.stat(testPath);
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const fileMtime = Math.floor(stats.mtimeMs);
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const entry: ICacheEntry = {
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path: '/test/persistent-file.ts',
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path: testPath,
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contents: 'persistent content',
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tokenCount: 150,
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mtime: Date.now(),
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mtime: fileMtime,
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cachedAt: Date.now()
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};
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@@ -404,8 +413,8 @@ tap.test('ContextCache should persist to disk and reload', async () => {
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});
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await cache2.init();
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const stats = cache2.getStats();
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expect(stats.entries).toBeGreaterThan(0);
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const cacheStats = cache2.getStats();
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expect(cacheStats.entries).toBeGreaterThan(0);
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await cleanupTestCache();
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});
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147
test/test.iterativecontextbuilder.node.ts
Normal file
147
test/test.iterativecontextbuilder.node.ts
Normal file
@@ -0,0 +1,147 @@
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import { tap, expect } from '@git.zone/tstest/tapbundle';
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import * as path from 'path';
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import { IterativeContextBuilder } from '../ts/context/iterative-context-builder.js';
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import type { IIterativeConfig, TaskType } from '../ts/context/types.js';
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import * as qenv from '@push.rocks/qenv';
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// Test project directory
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const testProjectRoot = path.join(process.cwd());
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// Helper to check if OPENAI_TOKEN is available
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async function hasOpenAIToken(): Promise<boolean> {
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try {
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const qenvInstance = new qenv.Qenv();
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const token = await qenvInstance.getEnvVarOnDemand('OPENAI_TOKEN');
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return !!token;
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} catch (error) {
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return false;
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}
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}
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tap.test('IterativeContextBuilder should create instance with default config', async () => {
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const builder = new IterativeContextBuilder(testProjectRoot);
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expect(builder).toBeInstanceOf(IterativeContextBuilder);
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});
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tap.test('IterativeContextBuilder should create instance with custom config', async () => {
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const customConfig: Partial<IIterativeConfig> = {
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maxIterations: 3,
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firstPassFileLimit: 5,
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subsequentPassFileLimit: 3,
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temperature: 0.5,
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model: 'gpt-4',
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};
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const builder = new IterativeContextBuilder(testProjectRoot, customConfig);
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expect(builder).toBeInstanceOf(IterativeContextBuilder);
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});
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tap.test('IterativeContextBuilder should initialize successfully', async () => {
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if (!(await hasOpenAIToken())) {
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console.log('⚠️ Skipping initialization test - OPENAI_TOKEN not available');
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return;
|
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}
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const builder = new IterativeContextBuilder(testProjectRoot);
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await builder.initialize();
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// If we get here without error, initialization succeeded
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expect(true).toEqual(true);
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});
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tap.test('IterativeContextBuilder should build context iteratively for readme task', async () => {
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if (!(await hasOpenAIToken())) {
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console.log('⚠️ Skipping iterative build test - OPENAI_TOKEN not available');
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return;
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}
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const builder = new IterativeContextBuilder(testProjectRoot, {
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maxIterations: 2, // Limit iterations for testing
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firstPassFileLimit: 3,
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subsequentPassFileLimit: 2,
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});
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await builder.initialize();
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const result = await builder.buildContextIteratively('readme');
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// Verify result structure
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expect(result).toBeTypeOf('object');
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expect(result.context).toBeTypeOf('string');
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expect(result.context.length).toBeGreaterThan(0);
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expect(result.tokenCount).toBeTypeOf('number');
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expect(result.tokenCount).toBeGreaterThan(0);
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expect(result.includedFiles).toBeInstanceOf(Array);
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expect(result.includedFiles.length).toBeGreaterThan(0);
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expect(result.iterationCount).toBeTypeOf('number');
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expect(result.iterationCount).toBeGreaterThan(0);
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||||
expect(result.iterationCount).toBeLessThanOrEqual(2);
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expect(result.iterations).toBeInstanceOf(Array);
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expect(result.iterations.length).toEqual(result.iterationCount);
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expect(result.apiCallCount).toBeTypeOf('number');
|
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expect(result.apiCallCount).toBeGreaterThan(0);
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||||
expect(result.totalDuration).toBeTypeOf('number');
|
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expect(result.totalDuration).toBeGreaterThan(0);
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||||
|
||||
// Verify iteration structure
|
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for (const iteration of result.iterations) {
|
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expect(iteration.iteration).toBeTypeOf('number');
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expect(iteration.filesLoaded).toBeInstanceOf(Array);
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expect(iteration.tokensUsed).toBeTypeOf('number');
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expect(iteration.totalTokensUsed).toBeTypeOf('number');
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expect(iteration.decision).toBeTypeOf('object');
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expect(iteration.duration).toBeTypeOf('number');
|
||||
}
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|
||||
console.log(`✅ Iterative context build completed:`);
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console.log(` Iterations: ${result.iterationCount}`);
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console.log(` Files: ${result.includedFiles.length}`);
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console.log(` Tokens: ${result.tokenCount}`);
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console.log(` API calls: ${result.apiCallCount}`);
|
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console.log(` Duration: ${(result.totalDuration / 1000).toFixed(2)}s`);
|
||||
});
|
||||
|
||||
tap.test('IterativeContextBuilder should respect token budget', async () => {
|
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if (!(await hasOpenAIToken())) {
|
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console.log('⚠️ Skipping token budget test - OPENAI_TOKEN not available');
|
||||
return;
|
||||
}
|
||||
|
||||
const builder = new IterativeContextBuilder(testProjectRoot, {
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maxIterations: 5,
|
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});
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await builder.initialize();
|
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const result = await builder.buildContextIteratively('description');
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// Token count should not exceed budget significantly (allow 5% margin for safety)
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const configManager = (await import('../ts/context/config-manager.js')).ConfigManager.getInstance();
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const maxTokens = configManager.getMaxTokens();
|
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expect(result.tokenCount).toBeLessThanOrEqual(maxTokens * 1.05);
|
||||
|
||||
console.log(`✅ Token budget respected: ${result.tokenCount}/${maxTokens}`);
|
||||
});
|
||||
|
||||
tap.test('IterativeContextBuilder should work with different task types', async () => {
|
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if (!(await hasOpenAIToken())) {
|
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console.log('⚠️ Skipping task types test - OPENAI_TOKEN not available');
|
||||
return;
|
||||
}
|
||||
|
||||
const taskTypes: TaskType[] = ['readme', 'description', 'commit'];
|
||||
|
||||
for (const taskType of taskTypes) {
|
||||
const builder = new IterativeContextBuilder(testProjectRoot, {
|
||||
maxIterations: 2,
|
||||
firstPassFileLimit: 2,
|
||||
});
|
||||
|
||||
await builder.initialize();
|
||||
const result = await builder.buildContextIteratively(taskType);
|
||||
|
||||
expect(result.includedFiles.length).toBeGreaterThan(0);
|
||||
|
||||
console.log(`✅ ${taskType}: ${result.includedFiles.length} files, ${result.tokenCount} tokens`);
|
||||
}
|
||||
});
|
||||
|
||||
export default tap.start();
|
||||
@@ -21,8 +21,9 @@ tap.test('LazyFileLoader.getMetadata should return file metadata without loading
|
||||
expect(metadata.size).toBeGreaterThan(0);
|
||||
expect(metadata.mtime).toBeGreaterThan(0);
|
||||
expect(metadata.estimatedTokens).toBeGreaterThan(0);
|
||||
// Rough estimate: size / 4
|
||||
expect(metadata.estimatedTokens).toBeCloseTo(metadata.size / 4, 10);
|
||||
// Rough estimate: size / 4 (with reasonable tolerance)
|
||||
expect(metadata.estimatedTokens).toBeGreaterThan(metadata.size / 5);
|
||||
expect(metadata.estimatedTokens).toBeLessThan(metadata.size / 3);
|
||||
});
|
||||
|
||||
tap.test('LazyFileLoader.getMetadata should cache metadata for same file', async () => {
|
||||
@@ -61,8 +62,8 @@ tap.test('LazyFileLoader.scanFiles should handle multiple globs', async () => {
|
||||
expect(metadata.length).toBeGreaterThanOrEqual(2);
|
||||
const hasPackageJson = metadata.some(m => m.relativePath === 'package.json');
|
||||
const hasReadme = metadata.some(m => m.relativePath.toLowerCase() === 'readme.md');
|
||||
expect(hasPackageJson).toBe(true);
|
||||
expect(hasReadme).toBe(true);
|
||||
expect(hasPackageJson).toEqual(true);
|
||||
expect(hasReadme).toEqual(true);
|
||||
});
|
||||
|
||||
tap.test('LazyFileLoader.loadFile should load file with actual token count', async () => {
|
||||
@@ -165,7 +166,7 @@ tap.test('LazyFileLoader.getCachedMetadata should return all cached entries', as
|
||||
const cached = loader.getCachedMetadata();
|
||||
|
||||
expect(cached.length).toBeGreaterThanOrEqual(2);
|
||||
expect(cached.every(m => m.path && m.size && m.estimatedTokens)).toBe(true);
|
||||
expect(cached.every(m => m.path && m.size && m.estimatedTokens)).toEqual(true);
|
||||
});
|
||||
|
||||
tap.test('LazyFileLoader should handle non-existent files gracefully', async () => {
|
||||
@@ -174,7 +175,7 @@ tap.test('LazyFileLoader should handle non-existent files gracefully', async ()
|
||||
|
||||
try {
|
||||
await loader.getMetadata(nonExistentPath);
|
||||
expect(false).toBe(true); // Should not reach here
|
||||
expect(false).toEqual(true); // Should not reach here
|
||||
} catch (error) {
|
||||
expect(error).toBeDefined();
|
||||
}
|
||||
@@ -219,8 +220,8 @@ tap.test('LazyFileLoader should handle glob patterns for TypeScript source files
|
||||
const hasEnhancedContext = metadata.some(m => m.relativePath.includes('enhanced-context.ts'));
|
||||
const hasTypes = metadata.some(m => m.relativePath.includes('types.ts'));
|
||||
|
||||
expect(hasEnhancedContext).toBe(true);
|
||||
expect(hasTypes).toBe(true);
|
||||
expect(hasEnhancedContext).toEqual(true);
|
||||
expect(hasTypes).toEqual(true);
|
||||
});
|
||||
|
||||
tap.test('LazyFileLoader should estimate tokens reasonably accurately', async () => {
|
||||
|
||||
@@ -3,6 +3,6 @@
|
||||
*/
|
||||
export const commitinfo = {
|
||||
name: '@git.zone/tsdoc',
|
||||
version: '1.6.0',
|
||||
version: '1.7.0',
|
||||
description: 'A comprehensive TypeScript documentation tool that leverages AI to generate and enhance project documentation, including dynamic README creation, API docs via TypeDoc, and smart commit message generation.'
|
||||
}
|
||||
|
||||
59
ts/cli.ts
59
ts/cli.ts
@@ -31,18 +31,18 @@ export const run = async () => {
|
||||
tsdocCli.addCommand('aidoc').subscribe(async (argvArg) => {
|
||||
const aidocInstance = new AiDoc();
|
||||
await aidocInstance.start();
|
||||
|
||||
|
||||
// Get context token count if requested
|
||||
if (argvArg.tokens || argvArg.showTokens) {
|
||||
logger.log('info', `Calculating context token count...`);
|
||||
const tokenCount = await aidocInstance.getProjectContextTokenCount(paths.cwd);
|
||||
logger.log('ok', `Total context token count: ${tokenCount}`);
|
||||
|
||||
|
||||
if (argvArg.tokensOnly) {
|
||||
return; // Exit early if we only want token count
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
logger.log('info', `Generating new readme...`);
|
||||
logger.log('info', `This may take some time...`);
|
||||
await aidocInstance.buildReadme(paths.cwd);
|
||||
@@ -54,67 +54,50 @@ export const run = async () => {
|
||||
tsdocCli.addCommand('tokens').subscribe(async (argvArg) => {
|
||||
const aidocInstance = new AiDoc();
|
||||
await aidocInstance.start();
|
||||
|
||||
|
||||
logger.log('info', `Calculating context token count...`);
|
||||
|
||||
// Determine context mode based on args
|
||||
let contextMode: context.ContextMode = 'full';
|
||||
if (argvArg.trim || argvArg.trimmed) {
|
||||
contextMode = 'trimmed';
|
||||
} else if (argvArg.summarize || argvArg.summarized) {
|
||||
contextMode = 'summarized';
|
||||
}
|
||||
|
||||
|
||||
// Get task type if specified
|
||||
let taskType: context.TaskType | undefined = undefined;
|
||||
if (argvArg.task) {
|
||||
if (['readme', 'commit', 'description'].includes(argvArg.task)) {
|
||||
taskType = argvArg.task as context.TaskType;
|
||||
} else {
|
||||
logger.log('warn', `Unknown task type: ${argvArg.task}. Using default context.`);
|
||||
logger.log('warn', `Unknown task type: ${argvArg.task}. Using default (readme).`);
|
||||
taskType = 'readme';
|
||||
}
|
||||
} else {
|
||||
// Default to readme if no task specified
|
||||
taskType = 'readme';
|
||||
}
|
||||
|
||||
// Use enhanced context
|
||||
|
||||
// Use iterative context building
|
||||
const taskFactory = new context.TaskContextFactory(paths.cwd);
|
||||
await taskFactory.initialize();
|
||||
|
||||
let contextResult: context.IContextResult;
|
||||
|
||||
|
||||
let contextResult: context.IIterativeContextResult;
|
||||
|
||||
if (argvArg.all) {
|
||||
// Show stats for all task types
|
||||
const stats = await taskFactory.getTokenStats();
|
||||
|
||||
|
||||
logger.log('ok', 'Token statistics by task:');
|
||||
for (const [task, data] of Object.entries(stats)) {
|
||||
logger.log('info', `\n${task.toUpperCase()}:`);
|
||||
logger.log('info', ` Tokens: ${data.tokenCount}`);
|
||||
logger.log('info', ` Token savings: ${data.savings}`);
|
||||
logger.log('info', ` Files: ${data.includedFiles} included, ${data.trimmedFiles} trimmed, ${data.excludedFiles} excluded`);
|
||||
|
||||
|
||||
// Calculate percentage of model context
|
||||
const o4MiniPercentage = (data.tokenCount / 200000 * 100).toFixed(2);
|
||||
logger.log('info', ` Context usage: ${o4MiniPercentage}% of o4-mini (200K tokens)`);
|
||||
}
|
||||
|
||||
|
||||
return;
|
||||
}
|
||||
|
||||
if (taskType) {
|
||||
// Get context for specific task
|
||||
contextResult = await taskFactory.createContextForTask(taskType);
|
||||
} else {
|
||||
// Get generic context with specified mode
|
||||
const enhancedContext = new context.EnhancedContext(paths.cwd);
|
||||
await enhancedContext.initialize();
|
||||
enhancedContext.setContextMode(contextMode);
|
||||
|
||||
if (argvArg.maxTokens) {
|
||||
enhancedContext.setTokenBudget(parseInt(argvArg.maxTokens, 10));
|
||||
}
|
||||
|
||||
contextResult = await enhancedContext.buildContext();
|
||||
}
|
||||
|
||||
// Get context for specific task
|
||||
contextResult = await taskFactory.createContextForTask(taskType);
|
||||
|
||||
// Display results
|
||||
logger.log('ok', `Total context token count: ${contextResult.tokenCount}`);
|
||||
|
||||
@@ -9,7 +9,8 @@ import type {
|
||||
ICacheConfig,
|
||||
IAnalyzerConfig,
|
||||
IPrioritizationWeights,
|
||||
ITierConfig
|
||||
ITierConfig,
|
||||
IIterativeConfig
|
||||
} from './types.js';
|
||||
|
||||
/**
|
||||
@@ -85,7 +86,6 @@ export class ConfigManager {
|
||||
directory: undefined // Will be set to .nogit/context-cache by ContextCache
|
||||
},
|
||||
analyzer: {
|
||||
enabled: true,
|
||||
useAIRefinement: false, // Disabled by default for now
|
||||
aiModel: 'haiku'
|
||||
},
|
||||
@@ -99,6 +99,13 @@ export class ConfigManager {
|
||||
essential: { minScore: 0.8, trimLevel: 'none' },
|
||||
important: { minScore: 0.5, trimLevel: 'light' },
|
||||
optional: { minScore: 0.2, trimLevel: 'aggressive' }
|
||||
},
|
||||
iterative: {
|
||||
maxIterations: 5,
|
||||
firstPassFileLimit: 10,
|
||||
subsequentPassFileLimit: 5,
|
||||
temperature: 0.3,
|
||||
model: 'gpt-4-turbo-preview'
|
||||
}
|
||||
};
|
||||
}
|
||||
@@ -157,15 +164,15 @@ export class ConfigManager {
|
||||
*/
|
||||
private mergeConfigs(defaultConfig: IContextConfig, userConfig: Partial<IContextConfig>): IContextConfig {
|
||||
const result: IContextConfig = { ...defaultConfig };
|
||||
|
||||
|
||||
// Merge top-level properties
|
||||
if (userConfig.maxTokens !== undefined) result.maxTokens = userConfig.maxTokens;
|
||||
if (userConfig.defaultMode !== undefined) result.defaultMode = userConfig.defaultMode;
|
||||
|
||||
|
||||
// Merge task-specific settings
|
||||
if (userConfig.taskSpecificSettings) {
|
||||
result.taskSpecificSettings = result.taskSpecificSettings || {};
|
||||
|
||||
|
||||
// For each task type, merge settings
|
||||
(['readme', 'commit', 'description'] as TaskType[]).forEach(taskType => {
|
||||
if (userConfig.taskSpecificSettings?.[taskType]) {
|
||||
@@ -176,7 +183,7 @@ export class ConfigManager {
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
|
||||
// Merge trimming configuration
|
||||
if (userConfig.trimming) {
|
||||
result.trimming = {
|
||||
@@ -217,6 +224,14 @@ export class ConfigManager {
|
||||
};
|
||||
}
|
||||
|
||||
// Merge iterative configuration
|
||||
if (userConfig.iterative) {
|
||||
result.iterative = {
|
||||
...result.iterative,
|
||||
...userConfig.iterative
|
||||
};
|
||||
}
|
||||
|
||||
return result;
|
||||
}
|
||||
|
||||
@@ -306,7 +321,7 @@ export class ConfigManager {
|
||||
* Get analyzer configuration
|
||||
*/
|
||||
public getAnalyzerConfig(): IAnalyzerConfig {
|
||||
return this.config.analyzer || { enabled: true, useAIRefinement: false, aiModel: 'haiku' };
|
||||
return this.config.analyzer || { useAIRefinement: false, aiModel: 'haiku' };
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -332,6 +347,19 @@ export class ConfigManager {
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Get iterative configuration
|
||||
*/
|
||||
public getIterativeConfig(): IIterativeConfig {
|
||||
return this.config.iterative || {
|
||||
maxIterations: 5,
|
||||
firstPassFileLimit: 10,
|
||||
subsequentPassFileLimit: 5,
|
||||
temperature: 0.3,
|
||||
model: 'gpt-4-turbo-preview'
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear the config cache (force reload on next access)
|
||||
*/
|
||||
|
||||
@@ -1,6 +1,7 @@
|
||||
import * as plugins from '../plugins.js';
|
||||
import * as fs from 'fs';
|
||||
import type { ICacheEntry, ICacheConfig } from './types.js';
|
||||
import { logger } from '../logging.js';
|
||||
|
||||
/**
|
||||
* ContextCache provides persistent caching of file contents and token counts
|
||||
|
||||
@@ -69,181 +69,7 @@ export class EnhancedContext {
|
||||
public setTokenBudget(maxTokens: number): void {
|
||||
this.tokenBudget = maxTokens;
|
||||
}
|
||||
|
||||
/**
|
||||
* Gather files from the project
|
||||
* @param includePaths Optional paths to include
|
||||
* @param excludePaths Optional paths to exclude
|
||||
*/
|
||||
public async gatherFiles(includePaths?: string[], excludePaths?: string[]): Promise<Record<string, plugins.smartfile.SmartFile | plugins.smartfile.SmartFile[]>> {
|
||||
const smartfilePackageJSON = await plugins.smartfile.SmartFile.fromFilePath(
|
||||
plugins.path.join(this.projectDir, 'package.json'),
|
||||
this.projectDir,
|
||||
);
|
||||
|
||||
const smartfilesReadme = await plugins.smartfile.SmartFile.fromFilePath(
|
||||
plugins.path.join(this.projectDir, 'readme.md'),
|
||||
this.projectDir,
|
||||
);
|
||||
|
||||
const smartfilesReadmeHints = await plugins.smartfile.SmartFile.fromFilePath(
|
||||
plugins.path.join(this.projectDir, 'readme.hints.md'),
|
||||
this.projectDir,
|
||||
);
|
||||
|
||||
const smartfilesNpmextraJSON = await plugins.smartfile.SmartFile.fromFilePath(
|
||||
plugins.path.join(this.projectDir, 'npmextra.json'),
|
||||
this.projectDir,
|
||||
);
|
||||
|
||||
// Use provided include paths or default to all TypeScript files
|
||||
const includeGlobs = includePaths?.map(path => `${path}/**/*.ts`) || ['ts*/**/*.ts'];
|
||||
|
||||
// Get TypeScript files
|
||||
const smartfilesModPromises = includeGlobs.map(glob =>
|
||||
plugins.smartfile.fs.fileTreeToObject(this.projectDir, glob)
|
||||
);
|
||||
|
||||
const smartfilesModArrays = await Promise.all(smartfilesModPromises);
|
||||
|
||||
// Flatten the arrays
|
||||
const smartfilesMod: plugins.smartfile.SmartFile[] = [];
|
||||
smartfilesModArrays.forEach(array => {
|
||||
smartfilesMod.push(...array);
|
||||
});
|
||||
|
||||
// Get test files if not excluded
|
||||
let smartfilesTest: plugins.smartfile.SmartFile[] = [];
|
||||
if (!excludePaths?.includes('test/')) {
|
||||
smartfilesTest = await plugins.smartfile.fs.fileTreeToObject(
|
||||
this.projectDir,
|
||||
'test/**/*.ts',
|
||||
);
|
||||
}
|
||||
|
||||
return {
|
||||
smartfilePackageJSON,
|
||||
smartfilesReadme,
|
||||
smartfilesReadmeHints,
|
||||
smartfilesNpmextraJSON,
|
||||
smartfilesMod,
|
||||
smartfilesTest,
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Convert files to context string
|
||||
* @param files The files to convert
|
||||
* @param mode The context mode to use
|
||||
*/
|
||||
public async convertFilesToContext(
|
||||
files: plugins.smartfile.SmartFile[],
|
||||
mode: ContextMode = this.contextMode
|
||||
): Promise<string> {
|
||||
// Reset context result
|
||||
this.contextResult = {
|
||||
context: '',
|
||||
tokenCount: 0,
|
||||
includedFiles: [],
|
||||
trimmedFiles: [],
|
||||
excludedFiles: [],
|
||||
tokenSavings: 0
|
||||
};
|
||||
|
||||
let totalTokenCount = 0;
|
||||
let totalOriginalTokens = 0;
|
||||
|
||||
// Convert SmartFile objects to IFileMetadata for analysis
|
||||
const metadata: IFileMetadata[] = files.map(sf => ({
|
||||
path: sf.path,
|
||||
relativePath: sf.relative,
|
||||
size: sf.contents.toString().length,
|
||||
mtime: Date.now(), // SmartFile doesn't expose mtime, use current time
|
||||
estimatedTokens: this.countTokens(sf.contents.toString()),
|
||||
importanceScore: 0
|
||||
}));
|
||||
|
||||
// Analyze files using ContextAnalyzer to get smart prioritization
|
||||
// (Note: This requires task type which we'll pass from buildContext)
|
||||
// For now, sort files by estimated tokens (smaller files first for better efficiency)
|
||||
const sortedFiles = [...files].sort((a, b) => {
|
||||
const aTokens = this.countTokens(a.contents.toString());
|
||||
const bTokens = this.countTokens(b.contents.toString());
|
||||
return aTokens - bTokens;
|
||||
});
|
||||
|
||||
const processedFiles: string[] = [];
|
||||
|
||||
for (const smartfile of sortedFiles) {
|
||||
// Calculate original token count
|
||||
const originalContent = smartfile.contents.toString();
|
||||
const originalTokenCount = this.countTokens(originalContent);
|
||||
totalOriginalTokens += originalTokenCount;
|
||||
|
||||
// Apply trimming based on mode
|
||||
let processedContent = originalContent;
|
||||
|
||||
if (mode !== 'full') {
|
||||
processedContent = this.trimmer.trimFile(
|
||||
smartfile.relative,
|
||||
originalContent,
|
||||
mode
|
||||
);
|
||||
}
|
||||
|
||||
// Calculate new token count
|
||||
const processedTokenCount = this.countTokens(processedContent);
|
||||
|
||||
// Check if we have budget for this file
|
||||
if (totalTokenCount + processedTokenCount > this.tokenBudget) {
|
||||
// We don't have budget for this file
|
||||
this.contextResult.excludedFiles.push({
|
||||
path: smartfile.path,
|
||||
contents: originalContent,
|
||||
relativePath: smartfile.relative,
|
||||
tokenCount: originalTokenCount
|
||||
});
|
||||
continue;
|
||||
}
|
||||
|
||||
// Format the file for context
|
||||
const formattedContent = `
|
||||
====== START OF FILE ${smartfile.relative} ======
|
||||
|
||||
${processedContent}
|
||||
|
||||
====== END OF FILE ${smartfile.relative} ======
|
||||
`;
|
||||
|
||||
processedFiles.push(formattedContent);
|
||||
totalTokenCount += processedTokenCount;
|
||||
|
||||
// Track file in appropriate list
|
||||
const fileInfo: IFileInfo = {
|
||||
path: smartfile.path,
|
||||
contents: processedContent,
|
||||
relativePath: smartfile.relative,
|
||||
tokenCount: processedTokenCount
|
||||
};
|
||||
|
||||
if (mode === 'full' || processedContent === originalContent) {
|
||||
this.contextResult.includedFiles.push(fileInfo);
|
||||
} else {
|
||||
this.contextResult.trimmedFiles.push(fileInfo);
|
||||
this.contextResult.tokenSavings += (originalTokenCount - processedTokenCount);
|
||||
}
|
||||
}
|
||||
|
||||
// Join all processed files
|
||||
const context = processedFiles.join('\n');
|
||||
|
||||
// Update context result
|
||||
this.contextResult.context = context;
|
||||
this.contextResult.tokenCount = totalTokenCount;
|
||||
|
||||
return context;
|
||||
}
|
||||
|
||||
/**
|
||||
* Convert files to context with smart analysis and prioritization
|
||||
* @param metadata - File metadata to analyze
|
||||
@@ -393,87 +219,44 @@ ${processedContent}
|
||||
}
|
||||
|
||||
/**
|
||||
* Build context for the project
|
||||
* @param taskType Optional task type for task-specific context
|
||||
* Build context for the project using smart analysis
|
||||
* @param taskType Task type for context-aware prioritization (defaults to 'description')
|
||||
*/
|
||||
public async buildContext(taskType?: TaskType): Promise<IContextResult> {
|
||||
// Initialize if needed
|
||||
if (this.tokenBudget === 0) {
|
||||
await this.initialize();
|
||||
}
|
||||
|
||||
// Get task-specific configuration if a task type is provided
|
||||
if (taskType) {
|
||||
const taskConfig = this.configManager.getTaskConfig(taskType);
|
||||
if (taskConfig.mode) {
|
||||
this.setContextMode(taskConfig.mode);
|
||||
}
|
||||
|
||||
// Smart context building always requires a task type for optimal prioritization
|
||||
// Default to 'description' if not provided
|
||||
const effectiveTaskType = taskType || 'description';
|
||||
|
||||
// Get task-specific configuration
|
||||
const taskConfig = this.configManager.getTaskConfig(effectiveTaskType);
|
||||
if (taskConfig.mode) {
|
||||
this.setContextMode(taskConfig.mode);
|
||||
}
|
||||
|
||||
// Check if analyzer is enabled in config
|
||||
const analyzerConfig = this.configManager.getAnalyzerConfig();
|
||||
const useAnalyzer = analyzerConfig.enabled && taskType;
|
||||
|
||||
if (useAnalyzer) {
|
||||
// Use new smart context building with lazy loading and analysis
|
||||
const taskConfig = this.configManager.getTaskConfig(taskType!);
|
||||
// Build globs for scanning
|
||||
const includeGlobs = taskConfig?.includePaths?.map(p => `${p}/**/*.ts`) || [
|
||||
'ts/**/*.ts',
|
||||
'ts*/**/*.ts'
|
||||
];
|
||||
|
||||
// Build globs for scanning
|
||||
const includeGlobs = taskConfig?.includePaths?.map(p => `${p}/**/*.ts`) || [
|
||||
'ts/**/*.ts',
|
||||
'ts*/**/*.ts'
|
||||
];
|
||||
// Add config files
|
||||
const configGlobs = [
|
||||
'package.json',
|
||||
'readme.md',
|
||||
'readme.hints.md',
|
||||
'npmextra.json'
|
||||
];
|
||||
|
||||
// Add config files
|
||||
const configGlobs = [
|
||||
'package.json',
|
||||
'readme.md',
|
||||
'readme.hints.md',
|
||||
'npmextra.json'
|
||||
];
|
||||
// Scan files for metadata (fast, doesn't load contents)
|
||||
const metadata = await this.lazyLoader.scanFiles([...configGlobs, ...includeGlobs]);
|
||||
|
||||
// Scan files for metadata (fast, doesn't load contents)
|
||||
const metadata = await this.lazyLoader.scanFiles([...configGlobs, ...includeGlobs]);
|
||||
|
||||
// Use analyzer to build context with smart prioritization
|
||||
await this.convertFilesToContextWithAnalysis(metadata, taskType!, this.contextMode);
|
||||
} else {
|
||||
// Fall back to old method for backward compatibility
|
||||
const taskConfig = taskType ? this.configManager.getTaskConfig(taskType) : undefined;
|
||||
const files = await this.gatherFiles(
|
||||
taskConfig?.includePaths,
|
||||
taskConfig?.excludePaths
|
||||
);
|
||||
|
||||
// Convert files to context
|
||||
// Create an array of all files to process
|
||||
const allFiles: plugins.smartfile.SmartFile[] = [];
|
||||
|
||||
// Add individual files
|
||||
if (files.smartfilePackageJSON) allFiles.push(files.smartfilePackageJSON as plugins.smartfile.SmartFile);
|
||||
if (files.smartfilesReadme) allFiles.push(files.smartfilesReadme as plugins.smartfile.SmartFile);
|
||||
if (files.smartfilesReadmeHints) allFiles.push(files.smartfilesReadmeHints as plugins.smartfile.SmartFile);
|
||||
if (files.smartfilesNpmextraJSON) allFiles.push(files.smartfilesNpmextraJSON as plugins.smartfile.SmartFile);
|
||||
|
||||
// Add arrays of files
|
||||
if (files.smartfilesMod) {
|
||||
if (Array.isArray(files.smartfilesMod)) {
|
||||
allFiles.push(...files.smartfilesMod);
|
||||
} else {
|
||||
allFiles.push(files.smartfilesMod);
|
||||
}
|
||||
}
|
||||
|
||||
if (files.smartfilesTest) {
|
||||
if (Array.isArray(files.smartfilesTest)) {
|
||||
allFiles.push(...files.smartfilesTest);
|
||||
} else {
|
||||
allFiles.push(files.smartfilesTest);
|
||||
}
|
||||
}
|
||||
|
||||
await this.convertFilesToContext(allFiles);
|
||||
}
|
||||
// Use smart analyzer to build context with intelligent prioritization
|
||||
await this.convertFilesToContextWithAnalysis(metadata, effectiveTaskType, this.contextMode);
|
||||
|
||||
return this.contextResult;
|
||||
}
|
||||
|
||||
@@ -22,7 +22,9 @@ import type {
|
||||
ICacheEntry,
|
||||
IFileDependencies,
|
||||
IFileAnalysis,
|
||||
IAnalysisResult
|
||||
IAnalysisResult,
|
||||
IIterativeConfig,
|
||||
IIterativeContextResult
|
||||
} from './types.js';
|
||||
|
||||
export {
|
||||
@@ -54,5 +56,7 @@ export type {
|
||||
ICacheEntry,
|
||||
IFileDependencies,
|
||||
IFileAnalysis,
|
||||
IAnalysisResult
|
||||
IAnalysisResult,
|
||||
IIterativeConfig,
|
||||
IIterativeContextResult
|
||||
};
|
||||
467
ts/context/iterative-context-builder.ts
Normal file
467
ts/context/iterative-context-builder.ts
Normal file
@@ -0,0 +1,467 @@
|
||||
import * as plugins from '../plugins.js';
|
||||
import * as fs from 'fs';
|
||||
import { logger } from '../logging.js';
|
||||
import type {
|
||||
TaskType,
|
||||
IFileMetadata,
|
||||
IFileInfo,
|
||||
IIterativeContextResult,
|
||||
IIterationState,
|
||||
IFileSelectionDecision,
|
||||
IContextSufficiencyDecision,
|
||||
IIterativeConfig,
|
||||
} from './types.js';
|
||||
import { LazyFileLoader } from './lazy-file-loader.js';
|
||||
import { ContextCache } from './context-cache.js';
|
||||
import { ContextAnalyzer } from './context-analyzer.js';
|
||||
import { ConfigManager } from './config-manager.js';
|
||||
|
||||
/**
|
||||
* Iterative context builder that uses AI to intelligently select files
|
||||
* across multiple iterations until sufficient context is gathered
|
||||
*/
|
||||
export class IterativeContextBuilder {
|
||||
private projectRoot: string;
|
||||
private lazyLoader: LazyFileLoader;
|
||||
private cache: ContextCache;
|
||||
private analyzer: ContextAnalyzer;
|
||||
private config: Required<IIterativeConfig>;
|
||||
private tokenBudget: number = 190000;
|
||||
private openaiInstance: plugins.smartai.OpenAiProvider;
|
||||
|
||||
/**
|
||||
* Creates a new IterativeContextBuilder
|
||||
* @param projectRoot - Root directory of the project
|
||||
* @param config - Iterative configuration
|
||||
*/
|
||||
constructor(projectRoot: string, config?: Partial<IIterativeConfig>) {
|
||||
this.projectRoot = projectRoot;
|
||||
this.lazyLoader = new LazyFileLoader(projectRoot);
|
||||
this.cache = new ContextCache(projectRoot);
|
||||
this.analyzer = new ContextAnalyzer(projectRoot);
|
||||
|
||||
// Default configuration
|
||||
this.config = {
|
||||
maxIterations: config?.maxIterations ?? 5,
|
||||
firstPassFileLimit: config?.firstPassFileLimit ?? 10,
|
||||
subsequentPassFileLimit: config?.subsequentPassFileLimit ?? 5,
|
||||
temperature: config?.temperature ?? 0.3,
|
||||
model: config?.model ?? 'gpt-4-turbo-preview',
|
||||
};
|
||||
|
||||
}
|
||||
|
||||
/**
|
||||
* Initialize the builder
|
||||
*/
|
||||
public async initialize(): Promise<void> {
|
||||
await this.cache.init();
|
||||
const configManager = ConfigManager.getInstance();
|
||||
await configManager.initialize(this.projectRoot);
|
||||
this.tokenBudget = configManager.getMaxTokens();
|
||||
|
||||
// Initialize OpenAI instance
|
||||
const qenvInstance = new plugins.qenv.Qenv();
|
||||
const openaiToken = await qenvInstance.getEnvVarOnDemand('OPENAI_TOKEN');
|
||||
if (!openaiToken) {
|
||||
throw new Error('OPENAI_TOKEN environment variable is required for iterative context building');
|
||||
}
|
||||
this.openaiInstance = new plugins.smartai.OpenAiProvider({
|
||||
openaiToken,
|
||||
});
|
||||
await this.openaiInstance.start();
|
||||
}
|
||||
|
||||
/**
|
||||
* Build context iteratively using AI decision making
|
||||
* @param taskType - Type of task being performed
|
||||
* @returns Complete iterative context result
|
||||
*/
|
||||
public async buildContextIteratively(taskType: TaskType): Promise<IIterativeContextResult> {
|
||||
const startTime = Date.now();
|
||||
logger.log('info', '🤖 Starting iterative context building...');
|
||||
logger.log('info', ` Task: ${taskType}, Budget: ${this.tokenBudget} tokens, Max iterations: ${this.config.maxIterations}`);
|
||||
|
||||
// Phase 1: Scan project files for metadata
|
||||
logger.log('info', '📋 Scanning project files...');
|
||||
const metadata = await this.scanProjectFiles(taskType);
|
||||
const totalEstimatedTokens = metadata.reduce((sum, m) => sum + m.estimatedTokens, 0);
|
||||
logger.log('info', ` Found ${metadata.length} files (~${totalEstimatedTokens} estimated tokens)`);
|
||||
|
||||
// Phase 2: Analyze files for initial prioritization
|
||||
logger.log('info', '🔍 Analyzing file dependencies and importance...');
|
||||
const analysis = await this.analyzer.analyze(metadata, taskType, []);
|
||||
logger.log('info', ` Analysis complete in ${analysis.analysisDuration}ms`);
|
||||
|
||||
// Track state across iterations
|
||||
const iterations: IIterationState[] = [];
|
||||
let totalTokensUsed = 0;
|
||||
let apiCallCount = 0;
|
||||
let loadedContent = '';
|
||||
const includedFiles: IFileInfo[] = [];
|
||||
|
||||
// Phase 3: Iterative file selection and loading
|
||||
for (let iteration = 1; iteration <= this.config.maxIterations; iteration++) {
|
||||
const iterationStart = Date.now();
|
||||
logger.log('info', `\n🤔 Iteration ${iteration}/${this.config.maxIterations}: Asking AI which files to examine...`);
|
||||
|
||||
const remainingBudget = this.tokenBudget - totalTokensUsed;
|
||||
logger.log('info', ` Token budget remaining: ${remainingBudget}/${this.tokenBudget} (${Math.round((remainingBudget / this.tokenBudget) * 100)}%)`);
|
||||
|
||||
// Get AI decision on which files to load
|
||||
const decision = await this.getFileSelectionDecision(
|
||||
metadata,
|
||||
analysis.files.slice(0, 30), // Top 30 files by importance
|
||||
taskType,
|
||||
iteration,
|
||||
totalTokensUsed,
|
||||
remainingBudget,
|
||||
loadedContent
|
||||
);
|
||||
apiCallCount++;
|
||||
|
||||
logger.log('info', ` AI reasoning: ${decision.reasoning}`);
|
||||
logger.log('info', ` AI requested ${decision.filesToLoad.length} files`);
|
||||
|
||||
// Load requested files
|
||||
const iterationFiles: IFileInfo[] = [];
|
||||
let iterationTokens = 0;
|
||||
|
||||
if (decision.filesToLoad.length > 0) {
|
||||
logger.log('info', '📥 Loading requested files...');
|
||||
|
||||
for (const filePath of decision.filesToLoad) {
|
||||
try {
|
||||
const fileInfo = await this.loadFile(filePath);
|
||||
if (totalTokensUsed + fileInfo.tokenCount! <= this.tokenBudget) {
|
||||
const formattedFile = this.formatFileForContext(fileInfo);
|
||||
loadedContent += formattedFile;
|
||||
includedFiles.push(fileInfo);
|
||||
iterationFiles.push(fileInfo);
|
||||
iterationTokens += fileInfo.tokenCount!;
|
||||
totalTokensUsed += fileInfo.tokenCount!;
|
||||
|
||||
logger.log('info', ` ✓ ${fileInfo.relativePath} (${fileInfo.tokenCount} tokens)`);
|
||||
} else {
|
||||
logger.log('warn', ` ✗ ${fileInfo.relativePath} - would exceed budget, skipping`);
|
||||
}
|
||||
} catch (error) {
|
||||
logger.log('warn', ` ✗ Failed to load ${filePath}: ${error.message}`);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Record iteration state
|
||||
const iterationDuration = Date.now() - iterationStart;
|
||||
iterations.push({
|
||||
iteration,
|
||||
filesLoaded: iterationFiles,
|
||||
tokensUsed: iterationTokens,
|
||||
totalTokensUsed,
|
||||
decision,
|
||||
duration: iterationDuration,
|
||||
});
|
||||
|
||||
logger.log('info', ` Iteration ${iteration} complete: ${iterationFiles.length} files loaded, ${iterationTokens} tokens used`);
|
||||
|
||||
// Check if we should continue
|
||||
if (totalTokensUsed >= this.tokenBudget * 0.95) {
|
||||
logger.log('warn', '⚠️ Approaching token budget limit, stopping iterations');
|
||||
break;
|
||||
}
|
||||
|
||||
// Ask AI if context is sufficient
|
||||
if (iteration < this.config.maxIterations) {
|
||||
logger.log('info', '🤔 Asking AI if context is sufficient...');
|
||||
const sufficiencyDecision = await this.evaluateContextSufficiency(
|
||||
loadedContent,
|
||||
taskType,
|
||||
iteration,
|
||||
totalTokensUsed,
|
||||
remainingBudget - iterationTokens
|
||||
);
|
||||
apiCallCount++;
|
||||
|
||||
logger.log('info', ` AI decision: ${sufficiencyDecision.sufficient ? '✅ SUFFICIENT' : '⏭️ NEEDS MORE'}`);
|
||||
logger.log('info', ` Reasoning: ${sufficiencyDecision.reasoning}`);
|
||||
|
||||
if (sufficiencyDecision.sufficient) {
|
||||
logger.log('ok', '✅ Context building complete - AI determined context is sufficient');
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
const totalDuration = Date.now() - startTime;
|
||||
logger.log('ok', `\n✅ Iterative context building complete!`);
|
||||
logger.log('info', ` Files included: ${includedFiles.length}`);
|
||||
logger.log('info', ` Token usage: ${totalTokensUsed}/${this.tokenBudget} (${Math.round((totalTokensUsed / this.tokenBudget) * 100)}%)`);
|
||||
logger.log('info', ` Iterations: ${iterations.length}, API calls: ${apiCallCount}`);
|
||||
logger.log('info', ` Total duration: ${(totalDuration / 1000).toFixed(2)}s`);
|
||||
|
||||
return {
|
||||
context: loadedContent,
|
||||
tokenCount: totalTokensUsed,
|
||||
includedFiles,
|
||||
trimmedFiles: [],
|
||||
excludedFiles: [],
|
||||
tokenSavings: 0,
|
||||
iterationCount: iterations.length,
|
||||
iterations,
|
||||
apiCallCount,
|
||||
totalDuration,
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Scan project files based on task type
|
||||
*/
|
||||
private async scanProjectFiles(taskType: TaskType): Promise<IFileMetadata[]> {
|
||||
const configManager = ConfigManager.getInstance();
|
||||
const taskConfig = configManager.getTaskConfig(taskType);
|
||||
|
||||
const includeGlobs = taskConfig?.includePaths?.map(p => `${p}/**/*.ts`) || [
|
||||
'ts/**/*.ts',
|
||||
'ts*/**/*.ts'
|
||||
];
|
||||
|
||||
const configGlobs = [
|
||||
'package.json',
|
||||
'readme.md',
|
||||
'readme.hints.md',
|
||||
'npmextra.json'
|
||||
];
|
||||
|
||||
return await this.lazyLoader.scanFiles([...configGlobs, ...includeGlobs]);
|
||||
}
|
||||
|
||||
/**
|
||||
* Get AI decision on which files to load
|
||||
*/
|
||||
private async getFileSelectionDecision(
|
||||
allMetadata: IFileMetadata[],
|
||||
analyzedFiles: any[],
|
||||
taskType: TaskType,
|
||||
iteration: number,
|
||||
tokensUsed: number,
|
||||
remainingBudget: number,
|
||||
loadedContent: string
|
||||
): Promise<IFileSelectionDecision> {
|
||||
const isFirstIteration = iteration === 1;
|
||||
const fileLimit = isFirstIteration
|
||||
? this.config.firstPassFileLimit
|
||||
: this.config.subsequentPassFileLimit;
|
||||
|
||||
const systemPrompt = this.buildFileSelectionPrompt(
|
||||
allMetadata,
|
||||
analyzedFiles,
|
||||
taskType,
|
||||
iteration,
|
||||
tokensUsed,
|
||||
remainingBudget,
|
||||
loadedContent,
|
||||
fileLimit
|
||||
);
|
||||
|
||||
const response = await this.openaiInstance.chat({
|
||||
systemMessage: `You are an AI assistant that helps select the most relevant files for code analysis.
|
||||
You must respond ONLY with valid JSON that can be parsed with JSON.parse().
|
||||
Do not wrap the JSON in markdown code blocks or add any other text.`,
|
||||
userMessage: systemPrompt,
|
||||
messageHistory: [],
|
||||
});
|
||||
|
||||
// Parse JSON response, handling potential markdown formatting
|
||||
const content = response.message.replace('```json', '').replace('```', '').trim();
|
||||
const parsed = JSON.parse(content);
|
||||
|
||||
return {
|
||||
reasoning: parsed.reasoning || 'No reasoning provided',
|
||||
filesToLoad: parsed.files_to_load || [],
|
||||
estimatedTokensNeeded: parsed.estimated_tokens_needed,
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Build prompt for file selection
|
||||
*/
|
||||
private buildFileSelectionPrompt(
|
||||
metadata: IFileMetadata[],
|
||||
analyzedFiles: any[],
|
||||
taskType: TaskType,
|
||||
iteration: number,
|
||||
tokensUsed: number,
|
||||
remainingBudget: number,
|
||||
loadedContent: string,
|
||||
fileLimit: number
|
||||
): string {
|
||||
const taskDescriptions = {
|
||||
readme: 'generating a comprehensive README that explains the project\'s purpose, features, and API',
|
||||
commit: 'analyzing code changes to generate an intelligent commit message',
|
||||
description: 'generating a concise project description for package.json',
|
||||
};
|
||||
|
||||
const alreadyLoadedFiles = loadedContent
|
||||
? loadedContent.split('\n======').slice(1).map(section => {
|
||||
const match = section.match(/START OF FILE (.+?) ======/);
|
||||
return match ? match[1] : '';
|
||||
}).filter(Boolean)
|
||||
: [];
|
||||
|
||||
const availableFiles = metadata
|
||||
.filter(m => !alreadyLoadedFiles.includes(m.relativePath))
|
||||
.map(m => {
|
||||
const analysis = analyzedFiles.find(a => a.path === m.path);
|
||||
return `- ${m.relativePath} (${m.size} bytes, ~${m.estimatedTokens} tokens${analysis ? `, importance: ${analysis.importanceScore.toFixed(2)}` : ''})`;
|
||||
})
|
||||
.join('\n');
|
||||
|
||||
return `You are building context for ${taskDescriptions[taskType]} in a TypeScript project.
|
||||
|
||||
ITERATION: ${iteration}
|
||||
TOKENS USED: ${tokensUsed}/${tokensUsed + remainingBudget} (${Math.round((tokensUsed / (tokensUsed + remainingBudget)) * 100)}%)
|
||||
REMAINING BUDGET: ${remainingBudget} tokens
|
||||
|
||||
${alreadyLoadedFiles.length > 0 ? `FILES ALREADY LOADED:\n${alreadyLoadedFiles.map(f => `- ${f}`).join('\n')}\n\n` : ''}AVAILABLE FILES (not yet loaded):
|
||||
${availableFiles}
|
||||
|
||||
Your task: Select up to ${fileLimit} files that will give you the MOST understanding for this ${taskType} task.
|
||||
|
||||
${iteration === 1 ? `This is the FIRST iteration. Focus on:
|
||||
- Main entry points (index.ts, main exports)
|
||||
- Core classes and interfaces
|
||||
- Package configuration
|
||||
` : `This is iteration ${iteration}. You've already seen some files. Now focus on:
|
||||
- Files that complement what you've already loaded
|
||||
- Dependencies of already-loaded files
|
||||
- Missing pieces for complete understanding
|
||||
`}
|
||||
|
||||
Consider:
|
||||
1. File importance scores (if provided)
|
||||
2. File paths (ts/index.ts is likely more important than ts/internal/utils.ts)
|
||||
3. Token efficiency (prefer smaller files if they provide good information)
|
||||
4. Remaining budget (${remainingBudget} tokens)
|
||||
|
||||
Respond in JSON format:
|
||||
{
|
||||
"reasoning": "Brief explanation of why you're selecting these files",
|
||||
"files_to_load": ["path/to/file1.ts", "path/to/file2.ts"],
|
||||
"estimated_tokens_needed": 15000
|
||||
}`;
|
||||
}
|
||||
|
||||
/**
|
||||
* Evaluate if current context is sufficient
|
||||
*/
|
||||
private async evaluateContextSufficiency(
|
||||
loadedContent: string,
|
||||
taskType: TaskType,
|
||||
iteration: number,
|
||||
tokensUsed: number,
|
||||
remainingBudget: number
|
||||
): Promise<IContextSufficiencyDecision> {
|
||||
const prompt = `You have been building context for a ${taskType} task across ${iteration} iterations.
|
||||
|
||||
CURRENT STATE:
|
||||
- Tokens used: ${tokensUsed}
|
||||
- Remaining budget: ${remainingBudget}
|
||||
- Files loaded: ${loadedContent.split('\n======').length - 1}
|
||||
|
||||
CONTEXT SO FAR:
|
||||
${loadedContent.substring(0, 3000)}... (truncated for brevity)
|
||||
|
||||
Question: Do you have SUFFICIENT context to successfully complete the ${taskType} task?
|
||||
|
||||
Consider:
|
||||
- For README: Do you understand the project's purpose, main features, API surface, and usage patterns?
|
||||
- For commit: Do you understand what changed and why?
|
||||
- For description: Do you understand the project's core value proposition?
|
||||
|
||||
Respond in JSON format:
|
||||
{
|
||||
"sufficient": true or false,
|
||||
"reasoning": "Detailed explanation of your decision"
|
||||
}`;
|
||||
|
||||
const response = await this.openaiInstance.chat({
|
||||
systemMessage: `You are an AI assistant that evaluates whether gathered context is sufficient for a task.
|
||||
You must respond ONLY with valid JSON that can be parsed with JSON.parse().
|
||||
Do not wrap the JSON in markdown code blocks or add any other text.`,
|
||||
userMessage: prompt,
|
||||
messageHistory: [],
|
||||
});
|
||||
|
||||
// Parse JSON response, handling potential markdown formatting
|
||||
const content = response.message.replace('```json', '').replace('```', '').trim();
|
||||
const parsed = JSON.parse(content);
|
||||
|
||||
return {
|
||||
sufficient: parsed.sufficient || false,
|
||||
reasoning: parsed.reasoning || 'No reasoning provided',
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Load a single file with caching
|
||||
*/
|
||||
private async loadFile(filePath: string): Promise<IFileInfo> {
|
||||
// Try cache first
|
||||
const cached = await this.cache.get(filePath);
|
||||
if (cached) {
|
||||
return {
|
||||
path: filePath,
|
||||
relativePath: plugins.path.relative(this.projectRoot, filePath),
|
||||
contents: cached.contents,
|
||||
tokenCount: cached.tokenCount,
|
||||
};
|
||||
}
|
||||
|
||||
// Load from disk
|
||||
const contents = await plugins.smartfile.fs.toStringSync(filePath);
|
||||
const tokenCount = this.countTokens(contents);
|
||||
const relativePath = plugins.path.relative(this.projectRoot, filePath);
|
||||
|
||||
// Cache it
|
||||
const stats = await fs.promises.stat(filePath);
|
||||
await this.cache.set({
|
||||
path: filePath,
|
||||
contents,
|
||||
tokenCount,
|
||||
mtime: Math.floor(stats.mtimeMs),
|
||||
cachedAt: Date.now(),
|
||||
});
|
||||
|
||||
return {
|
||||
path: filePath,
|
||||
relativePath,
|
||||
contents,
|
||||
tokenCount,
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Format a file for inclusion in context
|
||||
*/
|
||||
private formatFileForContext(file: IFileInfo): string {
|
||||
return `
|
||||
====== START OF FILE ${file.relativePath} ======
|
||||
|
||||
${file.contents}
|
||||
|
||||
====== END OF FILE ${file.relativePath} ======
|
||||
`;
|
||||
}
|
||||
|
||||
/**
|
||||
* Count tokens in text
|
||||
*/
|
||||
private countTokens(text: string): number {
|
||||
try {
|
||||
const tokens = plugins.gptTokenizer.encode(text);
|
||||
return tokens.length;
|
||||
} catch (error) {
|
||||
return Math.ceil(text.length / 4);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -1,15 +1,15 @@
|
||||
import * as plugins from '../plugins.js';
|
||||
import { EnhancedContext } from './enhanced-context.js';
|
||||
import { IterativeContextBuilder } from './iterative-context-builder.js';
|
||||
import { ConfigManager } from './config-manager.js';
|
||||
import type { IContextResult, TaskType } from './types.js';
|
||||
import type { IIterativeContextResult, TaskType } from './types.js';
|
||||
|
||||
/**
|
||||
* Factory class for creating task-specific context
|
||||
* Factory class for creating task-specific context using iterative context building
|
||||
*/
|
||||
export class TaskContextFactory {
|
||||
private projectDir: string;
|
||||
private configManager: ConfigManager;
|
||||
|
||||
|
||||
/**
|
||||
* Create a new TaskContextFactory
|
||||
* @param projectDirArg The project directory
|
||||
@@ -18,82 +18,61 @@ export class TaskContextFactory {
|
||||
this.projectDir = projectDirArg;
|
||||
this.configManager = ConfigManager.getInstance();
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Initialize the factory
|
||||
*/
|
||||
public async initialize(): Promise<void> {
|
||||
await this.configManager.initialize(this.projectDir);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Create context for README generation
|
||||
*/
|
||||
public async createContextForReadme(): Promise<IContextResult> {
|
||||
const contextBuilder = new EnhancedContext(this.projectDir);
|
||||
await contextBuilder.initialize();
|
||||
|
||||
// Get README-specific configuration
|
||||
const taskConfig = this.configManager.getTaskConfig('readme');
|
||||
if (taskConfig.mode) {
|
||||
contextBuilder.setContextMode(taskConfig.mode);
|
||||
}
|
||||
|
||||
// Build the context for README task
|
||||
return await contextBuilder.buildContext('readme');
|
||||
public async createContextForReadme(): Promise<IIterativeContextResult> {
|
||||
const iterativeBuilder = new IterativeContextBuilder(
|
||||
this.projectDir,
|
||||
this.configManager.getIterativeConfig()
|
||||
);
|
||||
await iterativeBuilder.initialize();
|
||||
return await iterativeBuilder.buildContextIteratively('readme');
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Create context for description generation
|
||||
*/
|
||||
public async createContextForDescription(): Promise<IContextResult> {
|
||||
const contextBuilder = new EnhancedContext(this.projectDir);
|
||||
await contextBuilder.initialize();
|
||||
|
||||
// Get description-specific configuration
|
||||
const taskConfig = this.configManager.getTaskConfig('description');
|
||||
if (taskConfig.mode) {
|
||||
contextBuilder.setContextMode(taskConfig.mode);
|
||||
}
|
||||
|
||||
// Build the context for description task
|
||||
return await contextBuilder.buildContext('description');
|
||||
public async createContextForDescription(): Promise<IIterativeContextResult> {
|
||||
const iterativeBuilder = new IterativeContextBuilder(
|
||||
this.projectDir,
|
||||
this.configManager.getIterativeConfig()
|
||||
);
|
||||
await iterativeBuilder.initialize();
|
||||
return await iterativeBuilder.buildContextIteratively('description');
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Create context for commit message generation
|
||||
* @param gitDiff Optional git diff to include
|
||||
* @param gitDiff Optional git diff to include (currently not used in iterative mode)
|
||||
*/
|
||||
public async createContextForCommit(gitDiff?: string): Promise<IContextResult> {
|
||||
const contextBuilder = new EnhancedContext(this.projectDir);
|
||||
await contextBuilder.initialize();
|
||||
|
||||
// Get commit-specific configuration
|
||||
const taskConfig = this.configManager.getTaskConfig('commit');
|
||||
if (taskConfig.mode) {
|
||||
contextBuilder.setContextMode(taskConfig.mode);
|
||||
}
|
||||
|
||||
// Build the context for commit task
|
||||
const contextResult = await contextBuilder.buildContext('commit');
|
||||
|
||||
// If git diff is provided, add it to the context
|
||||
if (gitDiff) {
|
||||
contextBuilder.updateWithGitDiff(gitDiff);
|
||||
}
|
||||
|
||||
return contextBuilder.getContextResult();
|
||||
public async createContextForCommit(gitDiff?: string): Promise<IIterativeContextResult> {
|
||||
const iterativeBuilder = new IterativeContextBuilder(
|
||||
this.projectDir,
|
||||
this.configManager.getIterativeConfig()
|
||||
);
|
||||
await iterativeBuilder.initialize();
|
||||
// Note: git diff could be incorporated into the iterative prompts if needed
|
||||
return await iterativeBuilder.buildContextIteratively('commit');
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Create context for any task type
|
||||
* @param taskType The task type to create context for
|
||||
* @param additionalContent Optional additional content to include
|
||||
* @param additionalContent Optional additional content (currently not used)
|
||||
*/
|
||||
public async createContextForTask(
|
||||
taskType: TaskType,
|
||||
additionalContent?: string
|
||||
): Promise<IContextResult> {
|
||||
): Promise<IIterativeContextResult> {
|
||||
switch (taskType) {
|
||||
case 'readme':
|
||||
return this.createContextForReadme();
|
||||
@@ -102,13 +81,11 @@ export class TaskContextFactory {
|
||||
case 'commit':
|
||||
return this.createContextForCommit(additionalContent);
|
||||
default:
|
||||
// Generic context for unknown task types
|
||||
const contextBuilder = new EnhancedContext(this.projectDir);
|
||||
await contextBuilder.initialize();
|
||||
return await contextBuilder.buildContext();
|
||||
// Default to readme for unknown task types
|
||||
return this.createContextForReadme();
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Get token stats for all task types
|
||||
*/
|
||||
@@ -121,7 +98,7 @@ export class TaskContextFactory {
|
||||
}>> {
|
||||
const taskTypes: TaskType[] = ['readme', 'description', 'commit'];
|
||||
const stats: Record<TaskType, any> = {} as any;
|
||||
|
||||
|
||||
for (const taskType of taskTypes) {
|
||||
const result = await this.createContextForTask(taskType);
|
||||
stats[taskType] = {
|
||||
@@ -132,7 +109,7 @@ export class TaskContextFactory {
|
||||
excludedFiles: result.excludedFiles.length
|
||||
};
|
||||
}
|
||||
|
||||
|
||||
return stats;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -66,6 +66,8 @@ export interface IContextConfig {
|
||||
prioritization?: IPrioritizationWeights;
|
||||
/** Tier configuration for adaptive trimming */
|
||||
tiers?: ITierConfig;
|
||||
/** Iterative context building configuration */
|
||||
iterative?: IIterativeConfig;
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -84,11 +86,10 @@ export interface ICacheConfig {
|
||||
|
||||
/**
|
||||
* Analyzer configuration
|
||||
* Note: Smart analysis is always enabled; this config only controls advanced options
|
||||
*/
|
||||
export interface IAnalyzerConfig {
|
||||
/** Whether analyzer is enabled */
|
||||
enabled?: boolean;
|
||||
/** Whether to use AI refinement for selection */
|
||||
/** Whether to use AI refinement for selection (advanced, disabled by default) */
|
||||
useAIRefinement?: boolean;
|
||||
/** AI model to use for refinement */
|
||||
aiModel?: string;
|
||||
@@ -245,4 +246,76 @@ export interface IAnalysisResult {
|
||||
totalFiles: number;
|
||||
/** Analysis duration in ms */
|
||||
analysisDuration: number;
|
||||
}
|
||||
|
||||
/**
|
||||
* Configuration for iterative context building
|
||||
*/
|
||||
export interface IIterativeConfig {
|
||||
/** Maximum number of iterations allowed */
|
||||
maxIterations?: number;
|
||||
/** Maximum files to request in first iteration */
|
||||
firstPassFileLimit?: number;
|
||||
/** Maximum files to request in subsequent iterations */
|
||||
subsequentPassFileLimit?: number;
|
||||
/** Temperature for AI decision making (0-1) */
|
||||
temperature?: number;
|
||||
/** Model to use for iterative decisions */
|
||||
model?: string;
|
||||
}
|
||||
|
||||
/**
|
||||
* AI decision for file selection
|
||||
*/
|
||||
export interface IFileSelectionDecision {
|
||||
/** AI's reasoning for file selection */
|
||||
reasoning: string;
|
||||
/** File paths to load */
|
||||
filesToLoad: string[];
|
||||
/** Estimated tokens needed */
|
||||
estimatedTokensNeeded?: number;
|
||||
}
|
||||
|
||||
/**
|
||||
* AI decision for context sufficiency
|
||||
*/
|
||||
export interface IContextSufficiencyDecision {
|
||||
/** Whether context is sufficient */
|
||||
sufficient: boolean;
|
||||
/** AI's reasoning */
|
||||
reasoning: string;
|
||||
/** Additional files needed (if not sufficient) */
|
||||
additionalFilesNeeded?: string[];
|
||||
}
|
||||
|
||||
/**
|
||||
* State for a single iteration
|
||||
*/
|
||||
export interface IIterationState {
|
||||
/** Iteration number (1-based) */
|
||||
iteration: number;
|
||||
/** Files loaded in this iteration */
|
||||
filesLoaded: IFileInfo[];
|
||||
/** Tokens used in this iteration */
|
||||
tokensUsed: number;
|
||||
/** Total tokens used so far */
|
||||
totalTokensUsed: number;
|
||||
/** AI decision made in this iteration */
|
||||
decision: IFileSelectionDecision | IContextSufficiencyDecision;
|
||||
/** Duration of this iteration in ms */
|
||||
duration: number;
|
||||
}
|
||||
|
||||
/**
|
||||
* Result of iterative context building
|
||||
*/
|
||||
export interface IIterativeContextResult extends IContextResult {
|
||||
/** Number of iterations performed */
|
||||
iterationCount: number;
|
||||
/** Details of each iteration */
|
||||
iterations: IIterationState[];
|
||||
/** Total API calls made */
|
||||
apiCallCount: number;
|
||||
/** Total duration in ms */
|
||||
totalDuration: number;
|
||||
}
|
||||
Reference in New Issue
Block a user