| # RQ3 |
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| This folder contains scripts and generated artifacts for **RQ3**. |
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| ## Contents |
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| - `analyze_performance.py` |
| - Parses per-run execution traces/markdown logs and produces performance summaries. |
| - `analyze_agent_time_comparisons.py` |
| - Aggregates and compares agent time across frameworks/configurations. |
| - `generate_summary.py` |
| - Produces a compact, paper-ready summary from the aggregated results. |
| - `plot_total_tokens_violin.py` |
| - Generates violin plots for token usage. |
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| ## Output folders |
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| - `performance_reports/` |
| - Aggregated performance tables/plots produced by `analyze_performance.py`. |
| - `agent_time_reports/` |
| - Agent-time comparison artifacts produced by `analyze_agent_time_comparisons.py`. |
| - `Violin/` |
| - Violin plots (PDF) generated by `plot_total_tokens_violin.py`. |
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| ## How to run |
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| From the repository root (or adjust paths accordingly): |
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| ```bash |
| python RQ3/analyze_performance.py |
| python RQ3/analyze_agent_time_comparisons.py |
| python RQ3/generate_summary.py |
| python RQ3/plot_total_tokens_violin.py |
| ``` |
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| ## Notes |
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| - Scripts assume the expected experiment outputs already exist under the `RESULTS/` directory structure. |
| - If you change the input directory layout or naming, update the corresponding path configuration inside the scripts. |
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