From 42b02c12c790e02bc91f3e865e72044cb0e7d2ae Mon Sep 17 00:00:00 2001 From: Carlos Gutierrez Date: Thu, 30 Oct 2025 21:35:41 -0400 Subject: [PATCH] Add plots and results to repository, update ANALYSIS.md with visualizations - Removed plots/ and results/ from .gitignore - Added plot images to ANALYSIS.md with figure references - Updated appendix with file descriptions - Committed benchmark results and visualization plots --- .gitignore | 2 - ANALYSIS.md | 21 +- plots/memory_vs_size.png | Bin 0 -> 139452 bytes plots/time_vs_size.png | Bin 0 -> 189315 bytes results/bench_results.csv | 121 +++++++++++ results/summary.json | 410 ++++++++++++++++++++++++++++++++++++++ 6 files changed, 551 insertions(+), 3 deletions(-) create mode 100644 plots/memory_vs_size.png create mode 100644 plots/time_vs_size.png create mode 100644 results/bench_results.csv create mode 100644 results/summary.json diff --git a/.gitignore b/.gitignore index 5c83652..9d5ee9c 100644 --- a/.gitignore +++ b/.gitignore @@ -34,8 +34,6 @@ ENV/ *~ # Project specific -results/ -plots/ *.log # OS diff --git a/ANALYSIS.md b/ANALYSIS.md index c72625d..4063e85 100644 --- a/ANALYSIS.md +++ b/ANALYSIS.md @@ -39,6 +39,16 @@ This document presents a comprehensive comparison of Merge Sort and Quick Sort a ## 3. Performance Metrics Analysis +### Performance Visualization + +The following plots visualize the performance comparison across different dataset types: + +![Time vs Size Comparison](plots/time_vs_size.png) +*Figure 1: Execution time comparison between Merge Sort and Quick Sort across different dataset types and sizes* + +![Memory vs Size Comparison](plots/memory_vs_size.png) +*Figure 2: Peak memory usage comparison between Merge Sort and Quick Sort across different dataset types and sizes* + ### 3.1 Execution Time Comparison #### 3.1.1 Sorted Data @@ -283,5 +293,14 @@ The results demonstrate that algorithm selection should consider not just theore ## Appendix: Raw Data Summary -See `results/bench_results.csv` for complete raw data and `results/summary.json` for aggregated statistics. +### Raw Data Files + +- **`results/bench_results.csv`**: Complete raw benchmark data with all runs +- **`results/summary.json`**: Aggregated statistics per algorithm/dataset/size combination +- **`results/bench.log`**: Detailed execution logs with system information + +### Visualization Files + +- **`plots/time_vs_size.png`**: Line charts showing execution time vs array size for each dataset type +- **`plots/memory_vs_size.png`**: Line charts showing peak memory usage vs array size for each dataset type diff --git a/plots/memory_vs_size.png b/plots/memory_vs_size.png new file mode 100644 index 0000000000000000000000000000000000000000..80846025d7083f185f99ae30a2880b5e12101836 GIT binary patch literal 139452 zcmeEucT|(>*ClqZ*iZxo1eGfaQY;ifngtLs^e#m}Isp-gbg*Edsx+lVrAe3GL6M?V zsiF5y0I2~&V9pcn_nWWG%%9(yS!=S^U6&P;H}CtDbN1PLpXarryv%`pO#5hPXb#BU zzNJhn8hUE~$wK4oTa|Iki^j}QB=Pw?72GUdCQ&aMhq`Rn0rEjt<-#v|yzZKn7pWtwd? zG_tp@t2#yyd-l9nZC#c4^LS$4nSGzX+|I1PaJLKWUA7KtH)6Lin^Kjk{^nXct--mn9AD%3GyWy5-Xin|f{uuqA=I4`dC#iot zI`x0;M-q>VyE+C12OA58MU~~tjnUD3{PY(*2gC1#_$ciY#F(z%pKgxj*DZJ1=wrie zhbo0P4xB$ZTb5qBHkmY*zp-r(%bS$0Ow)$l=4`9Zq@Kq{fBL_t&lF5m9+BgwOSzZp 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