================================================================================ 🔬 JMeter Log Analyzer & Comparator
📊 Analyzing /Users/parth/agentic-code-optimization/mylogfile.log.master.5... /Users/parth/agentic-code-optimization/analyze_jmeter_logs.py:22: DtypeWarning: Columns (0: responseCode, 1: responseMessage) have mixed types. Specify dtype option on import or set low_memory=False. df = pd.read_csv(file_path) Total requests: 799,976
📊 Analyzing /Users/parth/agentic-code-optimization/mylogfile.log.gpt.3... Total requests: 800,000
================================================================================ 📈 MASTER BRANCH METRICS
⏱️ Duration & Volume: Test Duration: 11.13 minutes (667.88 seconds) Total Requests: 799,976 Successful Requests: 799,938 (100.00%) Failed Requests: 38 (0.00%)
🚀 Throughput: Overall Throughput: 1197.79 req/sec Success Throughput: 1197.73 req/sec Calculation: 799,976 requests ÷ 667.88 sec
⚡ Response Time (milliseconds): Average: 12.84 ms Median (P50): 13.00 ms Std Deviation: 12.64 ms Minimum: 0.00 ms Maximum: 2592.00 ms
📊 Percentiles: P50 (50th): 13.00 ms P90 (90th): 23.00 ms P95 (95th): 24.00 ms P99 (99th): 26.00 ms
⏳ Latency: Average Latency: 9.56 ms Min Latency: 0.00 ms Max Latency: 2592.00 ms
📦 Data Transfer: Total Received: 24373.55 MB Total Sent: 749.23 MB Avg Bytes Received: 31947.86 bytes Avg Bytes Sent: 982.06 bytes
================================================================================ 📈 GPT BRANCH METRICS
⏱️ Duration & Volume: Test Duration: 8.15 minutes (489.03 seconds) Total Requests: 800,000 Successful Requests: 800,000 (100.00%) Failed Requests: 0 (0.00%)
🚀 Throughput: Overall Throughput: 1635.89 req/sec Success Throughput: 1635.89 req/sec Calculation: 800,000 requests ÷ 489.03 sec
⚡ Response Time (milliseconds): Average: 9.27 ms Median (P50): 9.00 ms Std Deviation: 11.53 ms Minimum: 0.00 ms Maximum: 2475.00 ms
📊 Percentiles: P50 (50th): 9.00 ms P90 (90th): 18.00 ms P95 (95th): 20.00 ms P99 (99th): 23.00 ms
⏳ Latency: Average Latency: 6.90 ms Min Latency: 0.00 ms Max Latency: 2470.00 ms
📦 Data Transfer: Total Received: 24599.13 MB Total Sent: 749.35 MB Avg Bytes Received: 32242.57 bytes Avg Bytes Sent: 982.18 bytes
================================================================================ 🔍 COMPARATIVE ANALYSIS: MASTER vs GPT
Change: ↑ +36.58% 🟢
⚡ Average Response Time Comparison: Master: 12.84 ms GPT: 9.27 ms Change: ↑ +27.81% 🔴
🔥 Maximum Response Time Comparison: Master: 2592.00 ms GPT: 2475.00 ms Change: ↑ +4.51% 🔴
📊 P99 Latency Comparison: Master: 26.00 ms GPT: 23.00 ms Change: ↑ +11.54% 🔴
❌ Error Rate Comparison: Master: 0.0048% GPT: 0.0000% Change: ↑ +100.00% 🔴
⏱️ Test Duration Comparison: Master: 667.88 seconds (11.13 min) GPT: 489.03 seconds (8.15 min) Difference: -178.84 seconds (-2.98 min)
📦 Total Requests Comparison: Master: 799,976 requests GPT: 800,000 requests Difference: +24 requests
💡 Throughput Explanation: ┌────────────────────────────────────────────────────────────────────┐ │ Throughput = Total Requests ÷ Time Duration │ ├────────────────────────────────────────────────────────────────────┤ │ Master: 799,976 req ÷ 667.88 sec = 1197.79 req/sec │ │ GPT: 800,000 req ÷ 489.03 sec = 1635.89 req/sec │ └────────────────────────────────────────────────────────────────────┘
P50 (median) 13.00 ms 9.00 ms -30.77% P90 23.00 ms 18.00 ms -21.74% P95 24.00 ms 20.00 ms -16.67% P99 26.00 ms 23.00 ms -11.54%
🏆 Performance Winners: Throughput: GPT Avg Response Time: GPT Max Response Time: GPT P99 Latency: GPT Error Rate: GPT
💾 Comparison saved to: jmeter_comparison.csv 💾 Detailed metrics saved to: jmeter_comparison_detailed.csv 💾 Throughput over time saved to: jmeter_comparison_throughput_over_time.csv