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docs: add rewards and CSV output test report

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- Documented reward structure for all step types
- 5/5 tests passing with proper rewards
- GitHub trending: 7.50 total reward
- Clean CSV output verified
- Memory system working (24 entries after tests)

docs/test/rewards_csv_output_test_report.md ADDED
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+ # Rewards & CSV Output Test Report
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+
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+ **Date:** 2026-04-05
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+ **Version:** v2.1.0
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+ **Author:** NeerajCodz
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+
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+ ## Overview
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+
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+ This test report validates the fixes made to the reward calculation system and CSV output formatting in the ScrapeRL agentic web scraper.
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+
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+ ## Issues Fixed
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+
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+ 1. **Reward Function**: Previously showing `+0.00` for all steps except `complete`
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+ 2. **CSV Output**: Returning nested structure instead of clean CSV data
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+ 3. **Memory Display**: Memory entries not visible in frontend
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+
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+ ## Reward Structure (Post-Fix)
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+
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+ | Step Type | Reward | Description |
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+ |-----------|--------|-------------|
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+ | plugins | +0.10 | Small reward for plugin initialization |
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+ | planner | +0.15 | Reward for planning execution |
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+ | planner_python | +0.10 | Sandbox code execution |
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+ | navigator | +0.05 | URL selection |
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+ | navigator_python | +0.10 | Navigator sandbox execution |
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+ | navigate | +0.50 | Successful page navigation |
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+ | extract | +0.50 per item | Based on extraction count |
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+ | complete | +1.00 | Completion bonus |
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+
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+ ## Test Results
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+
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+ ### Test 1: GitHub Trending (CSV Output)
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+ - **URL:** https://github.com/trending
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+ - **Output Format:** CSV
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+ - **Status:** βœ… PASS
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+ - **Total Reward:** 7.50
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+ - **Duration:** 2.28s
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+ - **Repos Extracted:** 10
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+
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+ **CSV Output Sample:**
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+ ```csv
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+ username,repo_name,stars,forks
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+ google-ai-edge,gallery,"16,334","1,485"
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+ Blaizzy,mlx-vlm,"3,753",410
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+ block,goose,"36,003","3,389"
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+ freeCodeCamp,freeCodeCamp,"441,088","44,069"
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+ ```
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+
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+ ### Test 2: HackerNews (JSON Output)
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+ - **URL:** https://news.ycombinator.com
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+ - **Output Format:** JSON
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+ - **Status:** βœ… PASS
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+ - **Total Reward:** 7.356
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+ - **Duration:** 1.40s
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+
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+ ### Test 3: Wikipedia (Text Output)
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+ - **URL:** https://en.wikipedia.org/wiki/Machine_learning
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+ - **Output Format:** Text
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+ - **Status:** βœ… PASS
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+ - **Total Reward:** 4.877
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+ - **Duration:** 1.77s
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+
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+ ### Test 4: PyPI Package (JSON Output)
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+ - **URL:** https://pypi.org/project/requests/
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+ - **Output Format:** JSON
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+ - **Status:** βœ… PASS
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+ - **Total Reward:** 4.877
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+ - **Duration:** 0.36s
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+
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+ ### Test 5: NPM Package (Markdown Output)
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+ - **URL:** https://www.npmjs.com/package/express
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+ - **Output Format:** Markdown
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+ - **Status:** βœ… PASS
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+ - **Total Reward:** 4.744
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+ - **Duration:** 0.18s
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+
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+ ## Memory System Verification
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+
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+ **After running 5 tests:**
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+ - Short-term memory: 12 entries
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+ - Long-term memory: 12 entries
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+ - Working memory: 0 entries
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+ - Total: 24 entries
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+
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+ Memory correctly stores scrape requests and summaries for each session.
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+
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+ ## Step-by-Step Reward Breakdown (GitHub Trending)
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+
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+ ```
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+ Step 0: plugins β†’ +0.10 (enabled 3 plugins)
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+ Step 2: planner β†’ +0.15 (plan created)
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+ Step 3: navigator β†’ +0.05 (URL selected)
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+ Step 1: navigate β†’ +0.00 (starting)
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+ Step 2: navigate β†’ +0.50 (completed)
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+ Step 3: extract β†’ +0.10 (starting)
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+ Step 4: extract β†’ +6.00 (10 repos Γ— 0.5 + bonus)
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+ Step 5: complete β†’ +1.00 (completion)
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+ ─────────────────────────────
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+ Total: β†’ 7.50
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+ ```
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+
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+ ## Key Fixes Applied
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+
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+ ### 1. `scrape.py` - Reward Assignment
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+ ```python
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+ # Before
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+ ScrapeStep(action="plugins", reward=0.0, ...)
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+
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+ # After
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+ ScrapeStep(action="plugins", reward=0.1 if enabled_plugins else 0.0, ...)
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+ ```
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+
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+ ### 2. `format_output()` - Clean CSV
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+ ```python
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+ # Added direct csv_output pass-through
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+ if isinstance(data, dict) and "csv_output" in data:
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+ return data["csv_output"]
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+ ```
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+
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+ ### 3. GitHub Trending Extraction
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+ ```python
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+ # Proper reward calculation for extraction
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+ extraction_reward = len(trending_repos) * 0.5 + (1.0 if len(trending_repos) >= 10 else 0.5)
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+ ```
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+
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+ ## Conclusion
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+
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+ All tests pass with proper reward accumulation and clean output formatting:
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+
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+ | Metric | Result |
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+ |--------|--------|
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+ | Tests Run | 5 |
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+ | Tests Passed | 5 |
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+ | Tests Failed | 0 |
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+ | Success Rate | 100% |
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+
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+ The reward system now properly tracks and displays progress for each step in the scraping pipeline, and CSV output is clean and properly formatted.