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Commit Β·
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Parent(s): 13402be
docs: add rewards and CSV output test report
Browse files- 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
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| 1 |
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# Rewards & CSV Output Test Report
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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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## Overview
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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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## Issues Fixed
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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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## Reward Structure (Post-Fix)
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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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## Test Results
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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:** β
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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**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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### 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:** β
PASS
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- **Total Reward:** 7.356
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- **Duration:** 1.40s
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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:** β
PASS
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- **Total Reward:** 4.877
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- **Duration:** 1.77s
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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:** β
PASS
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- **Total Reward:** 4.877
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- **Duration:** 0.36s
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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:** β
PASS
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- **Total Reward:** 4.744
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- **Duration:** 0.18s
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## Memory System Verification
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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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Memory correctly stores scrape requests and summaries for each session.
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## Step-by-Step Reward Breakdown (GitHub Trending)
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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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βββββββββββββββββββββββββββββ
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Total: β 7.50
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```
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## Key Fixes Applied
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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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# 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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### 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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### 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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## Conclusion
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All tests pass with proper reward accumulation and clean output formatting:
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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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The reward system now properly tracks and displays progress for each step in the scraping pipeline, and CSV output is clean and properly formatted.
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