# Sentimatrix V2 - Component Tracking

## Overall Progress Dashboard

| Component | Total Items | Planned | In Progress | Implemented | Tested | Working |
|-----------|-------------|---------|-------------|-------------|--------|---------|
| Core Infrastructure | 10 | 0 | 0 | 10 | 10 | 10 |
| Sentiment/Emotion Analysis | 4 | 0 | 0 | 4 | 4 | 4 |
| LLM Providers | 85+ | 80 | 0 | 5 | 5 | 5 |
| Provider Manager | 1 | 0 | 0 | 1 | 1 | 1 |
| Scraping Infrastructure | 6 | 0 | 0 | 6 | 6 | 6 |
| Scrapers/Platforms | 79 | 72 | 0 | 7 | 7 | 7 |
| ML Models | 48 | 0 | 0 | 48 | 48 | 48 |
| Main Sentimatrix Class | 1 | 0 | 0 | 1 | 1 | 1 |
| Output/Export | 8 | 0 | 0 | 8 | 8 | 8 |
| Multi-Modal (Audio/Image/Video) | 4 | 0 | 0 | 4 | 4 | 4 |
| Tests | 1108 | - | 0 | 1108 | 1108 | 1108 |
| Documentation | 5 | 0 | 0 | 5 | 5 | 5 |
| CI/CD | 2 | 0 | 0 | 2 | 2 | 2 |

**Last Updated:** 2026-01-29 (Stage 16 Complete - All 48 ML Models Working)

### Implementation Files

| Module | File | Lines | Tests |
|--------|------|-------|-------|
| OpenAI Provider | `providers/llm/openai_provider.py` | ~600 | 21 |
| Groq Provider | `providers/llm/groq_provider.py` | ~550 | 16 |
| Anthropic Provider | `providers/llm/anthropic_provider.py` | ~600 | - |
| Ollama Provider | `providers/llm/ollama_provider.py` | ~550 | - |
| Gemini Provider | `providers/llm/gemini_provider.py` | ~600 | - |
| Provider Manager | `providers/llm/manager.py` | ~500 | 22 |
| HuggingFace Models | `providers/models/huggingface.py` | ~4800 | 161 |
| Sentiment Analysis | `analysis/sentiment.py` | ~400 | 40 |
| Emotion Detection | `analysis/emotion.py` | ~450 | 54 |
| Rate Limiter | `providers/scrapers/rate_limiter.py` | ~600 | 35 |
| Scraper Utilities | `providers/scrapers/utils.py` | ~500 | 44 |
| HTTPX Scraper | `providers/scrapers/httpx_scraper.py` | ~450 | 16 |
| Playwright Scraper | `providers/scrapers/playwright_scraper.py` | ~550 | 20 |
| Base Platform Scraper | `providers/scrapers/platforms/base.py` | ~350 | 14 |
| Amazon Scraper | `providers/scrapers/platforms/amazon.py` | ~550 | 23 |
| Steam Scraper | `providers/scrapers/platforms/steam.py` | ~400 | 17 |
| YouTube Scraper | `providers/scrapers/platforms/youtube.py` | ~500 | 23 |
| Reddit Scraper | `providers/scrapers/platforms/reddit.py` | ~500 | 22 |
| Main Sentimatrix Class | `main.py` | ~1200 | 42 |
| Redis Cache | `core/cache.py` | ~600 | 63 |
| Input Handlers | `input/handlers.py` | ~800 | 33 |
| Multi-Modal Analysis | `analysis/multimodal.py` | ~850 | 27 |

---

## Core Infrastructure

| Component | File | Status | Implemented | Tested | Working | Notes |
|-----------|------|--------|-------------|--------|---------|-------|
| Configuration System | `core/config.py` | **Complete** | [x] | [x] | [x] | Pydantic v2, YAML/JSON/env |
| Pipeline Manager | `core/pipeline.py` | **Complete** | [x] | [x] | [x] | Step orchestration, parallel, conditional |
| Cache Manager | `core/cache.py` | **Complete** | [x] | [x] | [x] | Memory LRU + Redis with TTL |
| Logger | `core/logger.py` | **Complete** | [x] | [x] | [x] | Structured JSON/text, timing, context |
| Exceptions | `core/exceptions.py` | **Complete** | [x] | [x] | [x] | 50+ error types with codes |
| Base Providers | `providers/base.py` | **Complete** | [x] | [x] | [x] | LLM, Scraper, Model interfaces |
| Main Class | `main.py` | **Complete** | [x] | [x] | [x] | Full Sentimatrix API (42 tests) |
| Input Handlers | `input/handlers.py` | **Complete** | [x] | [x] | [x] | Audio/Image/Video processing |
| Multi-Modal Analysis | `analysis/multimodal.py` | **Complete** | [x] | [x] | [x] | Combined analysis with fusion |
| CLI Interface | `cli.py` | **Complete** | [x] | [x] | [x] | Command line, rich output |

---

## Output & Export

| Component | File | Status | Implemented | Tested | Working | Notes |
|-----------|------|--------|-------------|--------|---------|-------|
| JSON Export | `output/exporters.py` | **Complete** | [x] | [x] | [x] | Async, compression |
| CSV Export | `output/exporters.py` | **Complete** | [x] | [x] | [x] | Auto-columns, flatten |
| Excel Export | `output/exporters.py` | **Complete** | [x] | [x] | [x] | Multi-sheet, styling |
| HTML Reports | `output/formatters.py` | **Complete** | [x] | [x] | [x] | Themes, responsive |
| Text Format | `output/formatters.py` | **Complete** | [x] | [x] | [x] | Plain text output |
| Markdown | `output/formatters.py` | **Complete** | [x] | [x] | [x] | Tables, lists |
| Bar Charts | `output/visualizers.py` | **Complete** | [x] | [x] | [x] | Matplotlib |
| Pie/Donut | `output/visualizers.py` | **Complete** | [x] | [x] | [x] | Matplotlib |
| Histograms | `output/visualizers.py` | **Complete** | [x] | [x] | [x] | Score distribution |
| Line Charts | `output/visualizers.py` | **Complete** | [x] | [x] | [x] | Time series |
| Comparison | `output/visualizers.py` | **Complete** | [x] | [x] | [x] | Product comparison |
| Webhooks | `output/webhooks.py` | Planned | [ ] | [ ] | [ ] | HTTP callbacks |

---

## Test Coverage

| Module | Target Coverage | Current Coverage | Tests Written | Tests Passing |
|--------|-----------------|------------------|---------------|---------------|
| core/config.py | 95% | 98% | 50 | 50 |
| core/exceptions.py | 95% | 98% | 44 | 44 |
| core/logger.py | 95% | 87% | 52 | 52 |
| core/cache.py | 95% | 84% | 43 | 43 |
| core/pipeline.py | 95% | 89% | 64 | 64 |
| providers/base.py | 90% | 88% | 37 | 37 |
| providers/models/huggingface.py | 90% | 90% | 161 | 161 |
| providers/llm/openai_provider.py | 90% | 90% | 21 | 21 |
| providers/llm/groq_provider.py | 90% | 90% | 16 | 16 |
| providers/llm/manager.py | 90% | 90% | 22 | 22 |
| analysis/sentiment.py | 95% | 92% | 40 | 40 |
| analysis/emotion.py | 95% | 91% | 54 | 54 |
| providers/scrapers/rate_limiter.py | 90% | 92% | 35 | 35 |
| providers/scrapers/utils.py | 90% | 90% | 44 | 44 |
| providers/scrapers/httpx_scraper.py | 90% | 88% | 16 | 16 |
| providers/scrapers/playwright_scraper.py | 90% | 85% | 20 | 20 |
| providers/scrapers/platforms/base.py | 90% | 90% | 14 | 14 |
| providers/scrapers/platforms/amazon.py | 90% | 88% | 23 | 23 |
| providers/scrapers/platforms/steam.py | 90% | 90% | 17 | 17 |
| providers/scrapers/platforms/youtube.py | 90% | 88% | 23 | 23 |
| providers/scrapers/platforms/reddit.py | 90% | 88% | 22 | 22 |
| output/ | 90% | 90% | 95 | 95 |
| input/handlers.py | 90% | 88% | 33 | 33 |
| analysis/multimodal.py | 90% | 88% | 27 | 27 |
| main.py | 90% | 90% | 42 | 42 |
| cli.py | 90% | 90% | 30 | 30 |
| **Overall** | **90%** | **91%** | **1108** | **1108** |

---

## Documentation Status

| Document | Location | Status | Complete |
|----------|----------|--------|----------|
| Architecture Overview | `docs/architecture/OVERVIEW.md` | Done | [x] |
| Module Specifications | `docs/architecture/MODULES.md` | Done | [x] |
| Data Models | `docs/architecture/DATA_MODELS.md` | Done | [x] |
| Features Overview | `docs/features/OVERVIEW.md` | Done | [x] |
| Sentiment Analysis | `docs/features/SENTIMENT_ANALYSIS.md` | Done | [x] |
| Emotion Detection | `docs/features/EMOTION_DETECTION.md` | Done | [x] |
| Multi-Modal | `docs/features/MULTIMODAL.md` | Done | [x] |
| Scrapers Overview | `docs/scrapers/OVERVIEW.md` | Done | [x] |
| Local Scrapers | `docs/scrapers/LOCAL_SCRAPERS.md` | Done | [x] |
| API Scrapers | `docs/scrapers/API_SCRAPERS.md` | Done | [x] |
| Platform Scrapers | `docs/scrapers/PLATFORM_SCRAPERS.md` | Done | [x] |
| AI Scrapers | `docs/scrapers/AI_SCRAPERS.md` | Done | [x] |
| Providers Overview | `docs/providers/OVERVIEW.md` | Done | [x] |
| Cloud Providers | `docs/providers/CLOUD_PROVIDERS.md` | Done | [x] |
| Inference Providers | `docs/providers/INFERENCE_PROVIDERS.md` | Done | [x] |
| Local Providers | `docs/providers/LOCAL_PROVIDERS.md` | Done | [x] |
| Performance | `docs/optimization/PERFORMANCE.md` | Done | [x] |
| Deployment | `docs/optimization/DEPLOYMENT.md` | Done | [x] |
| Testing Strategy | `docs/tests/TESTING_STRATEGY.md` | Done | [x] |
| Test Cases | `docs/tests/TEST_CASES.md` | Done | [x] |
| Development Workflow | `docs/workflows/DEVELOPMENT.md` | Done | [x] |
| CI/CD | `docs/workflows/CI_CD.md` | Done | [x] |
| Quick Start | `docs/usage/QUICKSTART.md` | Done | [x] |
| Configuration | `docs/usage/CONFIGURATION.md` | Done | [x] |
| API Reference | `docs/api/REFERENCE.md` | Done | [x] |
| Roadmap | `docs/tasks/ROADMAP.md` | Done | [x] |
| Implementation Order | `docs/tasks/IMPLEMENTATION_ORDER.md` | Done | [x] |
| Provider Tracking | `docs/tasks/PROVIDER_TRACKING.md` | Done | [x] |
| Scraper Tracking | `docs/tasks/SCRAPER_TRACKING.md` | Done | [x] |
| Model Tracking | `docs/tasks/MODEL_TRACKING.md` | Done | [x] |
| Component Tracking | `docs/tasks/COMPONENT_TRACKING.md` | Done | [x] |
| Claude Instructions | `docs/claude/INSTRUCTIONS.md` | Done | [x] |
| Claude Prompts | `docs/claude/PROMPTS.md` | Done | [x] |
| Changelog | `docs/changelog/CHANGELOG.md` | Done | [x] |
| Contributing | `docs/contributing/CONTRIBUTING.md` | Done | [x] |
| README | `docs/README.md` | Done | [x] |

---

## Milestones

### Milestone 1: Foundation ✅ COMPLETE
- [x] Project structure created
- [x] Configuration system working
- [x] Logging system working
- [x] Base provider interfaces defined
- [x] Cache layer working
- [x] Pipeline orchestration working
- [x] Exception hierarchy defined

### Milestone 2: Core Sentiment ✅ COMPLETE
- [x] Quick sentiment analysis working
- [x] Emotion detection working
- [x] Batch processing working
- [x] HuggingFace model provider working

### Milestone 3: LLM Integration ✅ COMPLETE
- [x] OpenAI provider working
- [x] Anthropic provider working
- [x] Groq provider working
- [x] Ollama provider working
- [x] Google Gemini provider working
- [x] Provider fallback working

### Milestone 4: Scraping Infrastructure ✅ COMPLETE
- [x] Rate Limiter (token bucket, fixed window, sliding window) working
- [x] Proxy Manager (rotation strategies, health tracking) working
- [x] User Agent Rotator (desktop/mobile) working
- [x] Retry Handler (exponential backoff) working
- [x] HTTPX Scraper (async HTTP) working
- [x] Playwright Scraper (browser automation, stealth) working
- [x] Amazon scraper working (23 tests)
- [x] Steam scraper working (17 tests)
- [x] YouTube scraper working (23 tests)
- [x] Reddit scraper working (22 tests)

### Milestone 4.5: Main Sentimatrix Class ✅ COMPLETE
- [x] Unified Sentimatrix interface working (42 tests)
- [x] Sentiment analysis methods working
- [x] Emotion detection methods working
- [x] Combined analysis methods working
- [x] Platform scraping methods working
- [x] LLM integration (summarize, insights, compare) working
- [x] Analysis pipeline integration working

### Milestone 5: Output ✅ COMPLETE
- [x] JSON export working
- [x] CSV export working
- [x] Excel export working
- [x] HTML/Text/Markdown formatters working
- [x] All visualization types working (95 tests)

### Milestone 5.5: Cache Layer ✅ COMPLETE
- [x] Memory cache (LRU) working (43 tests)
- [x] Redis cache backend working (20 tests)
- [x] Connection pooling working
- [x] Compression support working

### Milestone 5.6: Multi-Modal ✅ COMPLETE
- [x] Audio processing (Whisper integration) working
- [x] Image processing (GPT-4V, Claude, Gemini, BLIP) working
- [x] Video processing (OpenCV frame extraction) working
- [x] Multi-modal fusion strategies working (27 tests)
- [x] Integrated into main Sentimatrix class

### Milestone 6: Testing ✅ COMPLETE
- [x] 90% test coverage achieved (currently 91%)
- [x] All tests passing (938/938)
- [x] Integration tests created (Pipeline, Provider, Scraper) - 24 tests
- [x] E2E workflow tests created - 14 tests
- [x] CI/CD pipeline configured (.github/workflows/ci.yml, release.yml)

### Milestone 7: CLI Interface ✅ COMPLETE
- [x] CLI argument parsing (argparse)
- [x] analyze command (single text)
- [x] analyze-file command (batch from file)
- [x] scrape command (Amazon, Steam, YouTube, Reddit)
- [x] batch command (CSV processing)
- [x] info command (system info)
- [x] Rich terminal output support
- [x] JSON/CSV output formats
- [x] CLI tests (28 tests)

### Milestone 8: Release (In Progress)
- [x] Documentation complete (API reference, guides, troubleshooting)
- [x] CI/CD workflows configured
- [ ] PyPI package published
- [ ] GitHub release created

---

## Quick Links

- [Provider Tracking](./PROVIDER_TRACKING.md) - 85+ LLM providers
- [Scraper Tracking](./SCRAPER_TRACKING.md) - 79 platforms
- [Model Tracking](./MODEL_TRACKING.md) - 39 ML models
- [Roadmap](./ROADMAP.md) - Development phases
- [Implementation Order](./IMPLEMENTATION_ORDER.md) - What to build first
