Add Locust performance test results

.gitignore

@@ -16,3 +16,5 @@ Thumbs.db
 coverage/
 .nyc_output/
 .codex-run/
+__pycache__/
+*.pyc

build_test_docs_utf8.py

@@ -174,7 +174,7 @@ def build_report():
         ["单元测试", "tests/unit_tests", "26", "26", "通过"],
         ["接口测试", "tests/api_tests", "5", "5", "通过"],
         ["自动化测试", "tests/auto_tests", "7", "7", "通过"],
-        ["性能测试", "tests/performance_tests", "2 个 Locust 脚本", "待执行", "脚本已补充"],
+        ["性能测试", "tests/performance_tests", "2 组 Locust 压测", "2", "通过"],
     ])
     h1(doc, "二、单元测试结果")
     body(doc, "执行 tests/unit_tests/run_unit_tests.ps1，调用后端 Jest 测试 quality-rules.spec.ts。结果为 1 个测试套件通过，26 条用例全部通过，通过率 100%。")
@@ -207,14 +207,14 @@ def build_report():
     picture(doc, "AUTO-001-dashboard.png", "图 1 自动化测试截图：工作台页面")
     picture(doc, "AUTO-002-tickets.png", "图 2 自动化测试截图：工单管理页面")
     picture(doc, "AUTO-003-sla.png", "图 3 自动化测试截图：SLA 管理页面")
-    h1(doc, "五、性能测试脚本说明")
-    body(doc, "性能测试目录已补充 Locust 脚本，包括 locustfile_backend.py 和 locustfile_frontend.py。由于当前机器未检测到 Locust 命令，本次未生成真实性能报告；安装 Locust 后可运行 run_backend_performance.ps1 和 run_frontend_performance.ps1 生成 HTML 报告。")
-    table(doc, ["脚本", "测试目标", "默认并发配置"], [
-        ["locustfile_backend.py", "后端 health、Parse 配置、404 契约", "30 用户，启动速率 5，持续 3 分钟"],
-        ["locustfile_frontend.py", "前端 dashboard、tickets、sla、knowledge、files、reviews、test-plan", "30 用户，启动速率 5，持续 3 分钟"],
+    h1(doc, "五、性能测试结果")
+    body(doc, "已安装 Locust 并执行后端接口与前端页面两组性能测试。压测配置均为 30 用户、启动速率 5 用户/秒、持续 3 分钟，输出 HTML 报告、CSV 明细和性能摘要。")
+    table(doc, ["测试对象", "请求总数", "失败率", "平均响应时间", "P95", "吞吐量", "结论"], [
+        ["后端接口", "2656", "0%", "2.77 ms", "4 ms", "14.84 req/s", "通过"],
+        ["前端页面", "24311", "0%", "4.29 ms", "9 ms", "135.88 req/s", "通过"],
     ])
     h1(doc, "六、缺陷与结论")
-    body(doc, "本次补充后，测试脚本目录已经符合课程作业结构要求：unit_tests、api_tests、auto_tests、performance_tests 均有对应脚本和说明。已执行的单元测试、接口测试、自动化测试通过率均为 100%；性能测试脚本已具备，待安装 Locust 后执行。")
+    body(doc, "本次补充后，测试脚本目录已经符合课程作业结构要求：unit_tests、api_tests、auto_tests、performance_tests 均有对应脚本、说明和结果证据。单元测试、接口测试、自动化测试通过率均为 100%；性能测试两组 Locust 压测均为 0 失败，满足错误率低于 1%、查询类 P95 小于 1000ms 的验收标准。")
     doc.save(REPORT_DOCX)
 
 

tests/performance_tests/reports/README.md

@@ -4,7 +4,9 @@
 
 - `backend-performance-report.html`：后端接口性能测试 HTML 报告。
 - `backend-performance_*.csv`：后端接口性能测试 CSV 明细。
+- `backend_performance_summary.txt`：后端性能测试摘要。
 - `frontend-performance-report.html`：前端页面性能测试 HTML 报告。
 - `frontend-performance_*.csv`：前端页面性能测试 CSV 明细。
+- `frontend_performance_summary.txt`：前端性能测试摘要。
 
 如果当前环境未安装 Locust，运行脚本会生成 `*_performance_pending.txt`，用于说明待执行原因和补跑命令。

tests/performance_tests/reports/backend-performance_exceptions.csv

@@ -0,0 +1 @@
+Count,Message,Traceback,Nodes

tests/performance_tests/reports/backend-performance_failures.csv

@@ -0,0 +1 @@
+Method,Name,Error,Occurrences,First Seen,Last Seen

tests/performance_tests/reports/backend-performance_stats.csv

@@ -0,0 +1,5 @@
+Type,Name,Request Count,Failure Count,Median Response Time,Average Response Time,Min Response Time,Max Response Time,Average Content Size,Requests/s,Failures/s,50%,66%,75%,80%,90%,95%,98%,99%,99.9%,99.99%,100%
+GET,API-404ÆõÔ¼,314,0,2,2.8134878979425633,1.549900000100024,18.901100003859028,74.0,1.7543144013601437,0.0,2,3,3,3,4,4,7,10,19,19,19
+GET,API-ParseÅäÖÃ,885,0,2,2.7374042938318692,1.510800007963553,19.560399989131838,147.0,4.944484857336711,0.0,2,3,3,3,3,4,5,9,20,20,20
+GET,API-½¡¿µ¼ì²é,1457,0,2,2.7754083735024264,1.4929000026313588,60.9351000020979,83.0,8.140242301852641,0.0,2,3,3,3,3,4,5,7,20,61,61
+,Aggregated,2656,0,2,2.7672469880226673,1.4929000026313588,60.9351000020979,103.2612951807229,14.839041560549497,0.0,2,3,3,3,3,4,5,8,20,61,61

tests/performance_tests/reports/backend-performance_stats_history.csv

@@ -0,0 +1,177 @@
+Timestamp,User Count,Type,Name,Requests/s,Failures/s,50%,66%,75%,80%,90%,95%,98%,99%,99.9%,99.99%,100%,Total Request Count,Total Failure Count,Total Median Response Time,Total Average Response Time,Total Min Response Time,Total Max Response Time,Total Average Content Size
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+1780906637,30,,Aggregated,14.900000,0.000000,2,3,3,3,4,5,9,11,61,61,61,982,0,2,2.916817006103428,1.4929000026313588,60.9351000020979,102.70875763747455
+1780906638,30,,Aggregated,14.800000,0.000000,2,3,3,3,4,5,9,11,61,61,61,994,0,2,2.916112977860756,1.4929000026313588,60.9351000020979,102.64587525150905
+1780906639,30,,Aggregated,14.500000,0.000000,2,3,3,3,4,5,9,10,20,61,61,1012,0,2,2.9077739130407423,1.4929000026313588,60.9351000020979,102.84782608695652
+1780906640,30,,Aggregated,14.400000,0.000000,2,3,3,3,4,4,9,10,20,61,61,1027,0,2,2.9038715676972218,1.4929000026313588,60.9351000020979,102.67380720545277
+1780906641,30,,Aggregated,15.000000,0.000000,2,3,3,3,4,4,9,10,20,61,61,1041,0,2,2.899856388136766,1.4929000026313588,60.9351000020979,102.70797310278579
+1780906642,30,,Aggregated,14.800000,0.000000,2,3,3,3,4,4,9,10,20,61,61,1054,0,2,2.893611764768028,1.4929000026313588,60.9351000020979,102.82068311195447
+1780906643,30,,Aggregated,15.000000,0.000000,2,3,3,3,3,4,9,10,20,61,61,1075,0,2,2.884833860511588,1.4929000026313588,60.9351000020979,102.57860465116279
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+1780906645,30,,Aggregated,15.100000,0.000000,2,3,3,3,3,4,9,10,20,61,61,1102,0,2,2.8775226860101157,1.4929000026313588,60.9351000020979,102.69691470054447
+1780906646,30,,Aggregated,14.600000,0.000000,2,3,3,3,3,4,9,10,20,61,61,1115,0,2,2.8738448430127317,1.4929000026313588,60.9351000020979,102.73004484304933
+1780906647,30,,Aggregated,15.000000,0.000000,2,3,3,3,3,4,9,10,20,61,61,1132,0,2,2.867326590073354,1.4929000026313588,60.9351000020979,102.69257950530036
+1780906648,30,,Aggregated,14.900000,0.000000,2,3,3,3,3,4,9,10,20,61,61,1145,0,2,2.8626157204960125,1.4929000026313588,60.9351000020979,102.68471615720524
+1780906649,30,,Aggregated,14.900000,0.000000,2,3,3,3,3,4,8,10,20,61,61,1155,0,2,2.8555731601167462,1.4929000026313588,60.9351000020979,102.60952380952381
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+1780906656,30,,Aggregated,14.600000,0.000000,2,3,3,3,3,4,8,10,20,61,61,1257,0,2,2.8418451868644645,1.4929000026313588,60.9351000020979,103.01193317422434
+1780906657,30,,Aggregated,14.000000,0.000000,2,3,3,3,3,4,8,10,20,61,61,1273,0,2,2.8384121758952037,1.4929000026313588,60.9351000020979,103.05498821681068
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+1780906728,30,,Aggregated,15.300000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2345,0,2,2.7679208955821344,1.4929000026313588,60.9351000020979,103.28699360341152
+1780906729,30,,Aggregated,15.300000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2358,0,2,2.7667295165964068,1.4929000026313588,60.9351000020979,103.3108566581849
+1780906730,30,,Aggregated,15.300000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2375,0,2,2.7662597053230886,1.4929000026313588,60.9351000020979,103.2581052631579
+1780906731,30,,Aggregated,15.200000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2390,0,2,2.76527753143394,1.4929000026313588,60.9351000020979,103.318410041841
+1780906732,30,,Aggregated,15.200000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2406,0,2,2.7645141313816146,1.4929000026313588,60.9351000020979,103.30133000831255
+1780906733,30,,Aggregated,15.200000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2419,0,2,2.761893013677076,1.4929000026313588,60.9351000020979,103.286895411327
+1780906734,30,,Aggregated,15.300000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2434,0,2,2.762940427309075,1.4929000026313588,60.9351000020979,103.2822514379622
+1780906735,30,,Aggregated,14.500000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2452,0,2,2.7686256117966646,1.4929000026313588,60.9351000020979,103.2826264274062
+1780906736,30,,Aggregated,14.600000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2464,0,2,2.767924310118561,1.4929000026313588,60.9351000020979,103.31006493506493
+1780906737,30,,Aggregated,15.100000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2480,0,2,2.7671414113302166,1.4929000026313588,60.9351000020979,103.29717741935484
+1780906738,30,,Aggregated,14.900000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2493,0,2,2.7672791817660545,1.4929000026313588,60.9351000020979,103.2575210589651
+1780906739,30,,Aggregated,14.600000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2505,0,2,2.7663308982560766,1.4929000026313588,60.9351000020979,103.28103792415169
+1780906740,30,,Aggregated,14.800000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2521,0,2,2.769337643848256,1.4929000026313588,60.9351000020979,103.2249107497025
+1780906741,30,,Aggregated,14.400000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2538,0,2,2.76865496460037,1.4929000026313588,60.9351000020979,103.15799842395587
+1780906742,30,,Aggregated,14.800000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2559,0,2,2.7724315748861987,1.4929000026313588,60.9351000020979,103.21414615084018
+1780906743,30,,Aggregated,14.600000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2569,0,2,2.771473608473472,1.4929000026313588,60.9351000020979,103.22810432074738
+1780906744,30,,Aggregated,15.100000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2588,0,2,2.768191653860688,1.4929000026313588,60.9351000020979,103.29173106646058
+1780906745,30,,Aggregated,15.200000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2602,0,2,2.7687206380564535,1.4929000026313588,60.9351000020979,103.3020753266718
+1780906746,30,,Aggregated,15.400000,0.000000,2,3,3,3,3,4,5,8,20,61,61,2617,0,2,2.7675403134113896,1.4929000026313588,60.9351000020979,103.24875811998471

tests/performance_tests/reports/backend_performance_pending.txt

@@ -1,5 +0,0 @@
-ServicePilot 后端性能测试未执行
-原因：当前环境未安装 Locust 命令。
-安装命令：pip install -r requirements.txt
-执行命令：powershell -ExecutionPolicy Bypass -File .\run_backend_performance.ps1
-预期输出：reports/backend-performance-report.html 与 reports/backend-performance_*.csv

tests/performance_tests/reports/backend_performance_summary.txt

@@ -0,0 +1,15 @@
+ServicePilot 后端性能测试执行记录
+执行时间：2026-06-08 16:23:46
+压测工具：Locust
+测试对象：http://localhost:3000
+压测配置：30 用户，启动速率 5 用户/秒，持续 3 分钟
+请求总数：2656
+失败请求数：0
+失败率：0%
+平均响应时间：2.77 ms
+P95 响应时间：4 ms
+最大响应时间：60.94 ms
+吞吐量：14.84 req/s
+HTML 报告：E:\软测\ServicePilot\tests\performance_tests\reports\backend-performance-report.html
+CSV 明细：E:\软测\ServicePilot\tests\performance_tests\reports\backend-performance_stats.csv
+执行结果：PASS

tests/performance_tests/reports/frontend-performance_exceptions.csv

@@ -0,0 +1 @@
+Count,Message,Traceback,Nodes

tests/performance_tests/reports/frontend-performance_failures.csv

@@ -0,0 +1 @@
+Method,Name,Error,Occurrences,First Seen,Last Seen

tests/performance_tests/reports/frontend-performance_stats.csv

@@ -0,0 +1,9 @@
+Type,Name,Request Count,Failure Count,Median Response Time,Average Response Time,Min Response Time,Max Response Time,Average Content Size,Requests/s,Failures/s,50%,66%,75%,80%,90%,95%,98%,99%,99.9%,99.99%,100%
+GET,页面-SLA管理,3473,0,3,4.206531529102533,1.7767000099411234,31.33230000094045,845.0,19.411136922991425,0.0,3,4,5,5,7,9,12,15,23,31,31
+GET,页面-工作台,3473,0,4,4.699103973431384,2.0961000118404627,58.17989999195561,845.0,19.411136922991425,0.0,4,4,5,6,7,10,16,20,37,58,58
+GET,页面-工单管理,3473,0,3,4.1765280447343125,1.8995999998878688,40.10000001289882,845.0,19.411136922991425,0.0,3,4,5,5,7,9,12,15,24,40,40
+GET,页面-测试计划,3473,0,3,4.176607313466355,1.8531999958213419,46.89759999746457,845.0,19.411136922991425,0.0,3,4,5,5,7,9,12,15,26,47,47
+GET,页面-满意度,3473,0,3,4.2495166426513125,1.6867000085767359,32.74769999552518,845.0,19.411136922991425,0.0,3,4,5,5,7,9,12,14,24,33,33
+GET,页面-知识库,3473,0,3,4.285320616100128,1.7992999928537756,29.644499998539686,845.0,19.411136922991425,0.0,3,4,5,5,7,9,13,16,27,30,30
+GET,页面-附件管理,3473,0,3,4.256724589511844,1.8502000020816922,43.377800000598654,845.0,19.411136922991425,0.0,3,4,5,5,7,9,12,15,21,43,43
+,Aggregated,24311,0,3,4.2929046727139815,1.6867000085767359,58.17989999195561,845.0,135.87795846093996,0.0,3,4,5,5,7,9,12,15,28,47,58

tests/performance_tests/reports/frontend-performance_stats_history.csv

@@ -0,0 +1,177 @@
+Timestamp,User Count,Type,Name,Requests/s,Failures/s,50%,66%,75%,80%,90%,95%,98%,99%,99.9%,99.99%,100%,Total Request Count,Total Failure Count,Total Median Response Time,Total Average Response Time,Total Min Response Time,Total Max Response Time,Total Average Content Size
+1780906765,0,,Aggregated,0.000000,0.000000,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,0,0,0,0.0,0,0,0
+1780906766,5,,Aggregated,0.000000,0.000000,6,7,7,7,12,14,45,45,45,45,45,35,0,6,7.84135428465171,3.394200000911951,44.558499997947365,845.0
+1780906767,15,,Aggregated,0.000000,0.000000,6,6,7,7,9,12,14,45,45,45,45,98,0,6,6.181331632340479,2.606399997603148,44.558499997947365,845.0
+1780906768,20,,Aggregated,35.000000,0.000000,6,6,7,10,12,14,17,21,45,45,45,189,0,6,6.378841269194647,2.064200001768768,44.558499997947365,845.0
+1780906769,25,,Aggregated,42.000000,0.000000,4,6,7,9,12,14,16,18,45,45,45,287,0,4,5.8824759581996755,2.0600999996531755,44.558499997947365,845.0
+1780906770,30,,Aggregated,49.000000,0.000000,4,6,7,9,13,16,18,20,45,45,45,420,0,4,6.219201428445688,2.0600999996531755,44.558499997947365,845.0
+1780906771,30,,Aggregated,61.250000,0.000000,4,6,9,11,15,18,22,30,45,45,45,589,0,4,6.689632937146299,2.000500011490658,44.558499997947365,845.0
+1780906772,30,,Aggregated,75.600000,0.000000,4,6,7,9,13,17,22,25,45,45,45,742,0,4,6.154369272159399,2.000500011490658,44.558499997947365,845.0
+1780906773,30,,Aggregated,84.166667,0.000000,4,6,7,7,12,16,21,25,45,45,45,861,0,4,5.836088501737544,2.000500011490658,44.558499997947365,845.0
+1780906774,30,,Aggregated,88.000000,0.000000,4,5,6,7,12,15,21,23,36,45,45,1001,0,4,5.4992838161957955,2.000500011490658,44.558499997947365,845.0
+1780906775,30,,Aggregated,96.250000,0.000000,4,5,6,7,11,15,20,22,36,45,45,1127,0,4,5.321714108308943,2.000500011490658,44.558499997947365,845.0
+1780906776,30,,Aggregated,101.666667,0.000000,4,5,6,6,10,14,18,22,36,45,45,1274,0,4,5.118305023517544,2.000500011490658,44.558499997947365,845.0
+1780906777,30,,Aggregated,105.000000,0.000000,3,4,5,6,9,14,18,22,36,45,45,1418,0,3,4.909928138125231,2.000500011490658,44.558499997947365,845.0
+1780906778,30,,Aggregated,112.800000,0.000000,3,4,5,6,8,13,17,22,36,45,45,1561,0,3,4.800090070356436,2.000500011490658,44.558499997947365,845.0
+1780906779,30,,Aggregated,124.600000,0.000000,3,4,5,6,8,12,17,21,36,45,45,1683,0,3,4.663093761054053,1.8502000020816922,44.558499997947365,845.0
+1780906780,30,,Aggregated,129.500000,0.000000,3,4,5,6,7,12,17,21,36,45,45,1839,0,3,4.580518868935721,1.8502000020816922,44.558499997947365,845.0
+1780906781,30,,Aggregated,135.800000,0.000000,3,4,5,6,7,12,16,21,36,45,45,1968,0,3,4.4882040650460056,1.8502000020816922,44.558499997947365,845.0
+1780906782,30,,Aggregated,135.800000,0.000000,3,4,5,5,7,11,16,21,30,45,45,2092,0,3,4.430161806901734,1.8502000020816922,44.558499997947365,845.0
+1780906783,30,,Aggregated,137.100000,0.000000,3,4,5,5,7,11,16,20,30,45,45,2268,0,3,4.350243165781953,1.8502000020816922,44.558499997947365,845.0
+1780906784,30,,Aggregated,140.200000,0.000000,3,4,5,5,7,10,15,20,30,45,45,2381,0,3,4.2895879882009575,1.8502000020816922,44.558499997947365,845.0
+1780906785,30,,Aggregated,138.600000,0.000000,3,4,5,5,6,10,15,18,30,45,45,2541,0,3,4.235815820481649,1.8502000020816922,44.558499997947365,845.0
+1780906786,30,,Aggregated,137.400000,0.000000,3,4,5,5,7,9,15,18,30,45,45,2688,0,3,4.237596577321971,1.8502000020816922,44.558499997947365,845.0
+1780906787,30,,Aggregated,138.600000,0.000000,3,4,5,5,6,9,15,18,30,45,45,2806,0,3,4.202105381248872,1.8502000020816922,44.558499997947365,845.0
+1780906788,30,,Aggregated,139.000000,0.000000,3,4,4,5,6,9,15,18,30,45,45,2954,0,3,4.163845192931704,1.8502000020816922,44.558499997947365,845.0
+1780906789,30,,Aggregated,137.200000,0.000000,3,4,5,5,6,9,15,18,30,45,45,3094,0,3,4.1728423723260395,1.8502000020816922,44.558499997947365,845.0
+1780906790,30,,Aggregated,141.400000,0.000000,3,4,5,5,6,9,15,17,30,45,45,3241,0,3,4.185146960787498,1.8502000020816922,44.558499997947365,845.0
+1780906791,30,,Aggregated,138.800000,0.000000,3,4,5,5,6,9,14,17,30,45,45,3395,0,3,4.153234756943277,1.8502000020816922,44.558499997947365,845.0
+1780906792,30,,Aggregated,139.300000,0.000000,3,4,4,5,6,9,14,17,30,45,45,3514,0,3,4.110236994848747,1.8502000020816922,44.558499997947365,845.0
+1780906793,30,,Aggregated,137.900000,0.000000,3,4,4,5,6,8,14,17,30,45,45,3647,0,3,4.076302111311982,1.7767000099411234,44.558499997947365,845.0
+1780906794,30,,Aggregated,139.800000,0.000000,3,4,4,5,6,8,14,17,30,45,45,3767,0,3,4.051303238630534,1.7767000099411234,44.558499997947365,845.0
+1780906795,30,,Aggregated,137.200000,0.000000,3,4,4,5,6,8,13,16,30,45,45,3905,0,3,4.046498796384317,1.7767000099411234,44.558499997947365,845.0
+1780906796,30,,Aggregated,139.300000,0.000000,3,4,4,5,6,8,13,16,30,45,45,4074,0,3,3.999008811961082,1.7767000099411234,44.558499997947365,845.0
+1780906797,30,,Aggregated,138.900000,0.000000,3,4,4,5,6,8,13,16,30,45,45,4207,0,3,4.009750796318593,1.7767000099411234,44.558499997947365,845.0
+1780906798,30,,Aggregated,138.800000,0.000000,3,4,4,5,6,8,13,16,30,45,45,4333,0,3,3.974198407602129,1.6867000085767359,44.558499997947365,845.0
+1780906799,30,,Aggregated,138.600000,0.000000,3,4,4,5,6,8,13,16,30,45,45,4466,0,3,3.928998365465432,1.6867000085767359,44.558499997947365,845.0
+1780906800,30,,Aggregated,136.500000,0.000000,3,4,4,5,6,8,12,16,30,45,45,4606,0,3,3.9051008684590682,1.6867000085767359,44.558499997947365,845.0
+1780906801,30,,Aggregated,135.600000,0.000000,3,4,4,5,6,7,12,16,30,45,45,4760,0,3,3.8807930672253157,1.6867000085767359,44.558499997947365,845.0
+1780906802,30,,Aggregated,137.600000,0.000000,3,4,4,5,6,7,12,15,30,45,45,4925,0,3,3.8884978680304125,1.6867000085767359,44.558499997947365,845.0
+1780906803,30,,Aggregated,138.600000,0.000000,3,4,4,5,6,7,12,15,30,45,45,5017,0,3,3.876645963749519,1.6867000085767359,44.558499997947365,845.0
+1780906804,30,,Aggregated,134.400000,0.000000,3,4,4,5,6,7,12,15,30,45,45,5180,0,3,3.8675226448107156,1.6867000085767359,44.558499997947365,845.0
+1780906805,30,,Aggregated,140.700000,0.000000,3,4,4,5,6,7,12,15,30,45,45,5310,0,3,3.8584406779860427,1.6867000085767359,44.558499997947365,845.0
+1780906806,30,,Aggregated,135.200000,0.000000,3,4,4,5,6,7,12,15,30,45,45,5439,0,3,3.838953024476017,1.6867000085767359,44.558499997947365,845.0
+1780906807,30,,Aggregated,136.200000,0.000000,3,4,4,5,6,7,11,15,30,45,45,5579,0,3,3.8201762861063684,1.6867000085767359,44.558499997947365,845.0
+1780906808,30,,Aggregated,137.900000,0.000000,3,4,4,5,6,7,11,15,30,45,45,5733,0,3,3.818930978570819,1.6867000085767359,44.558499997947365,845.0
+1780906809,30,,Aggregated,137.400000,0.000000,3,4,4,5,6,7,11,15,30,45,45,5873,0,3,3.8052015835379454,1.6867000085767359,44.558499997947365,845.0
+1780906810,30,,Aggregated,136.500000,0.000000,3,4,4,5,6,7,11,15,30,45,45,5999,0,3,3.792878513092832,1.6867000085767359,44.558499997947365,845.0
+1780906811,30,,Aggregated,140.000000,0.000000,3,4,4,5,6,7,11,15,26,45,45,6153,0,3,3.782252543485154,1.6867000085767359,44.558499997947365,845.0
+1780906812,30,,Aggregated,139.000000,0.000000,3,4,4,5,6,7,11,15,26,45,45,6286,0,3,3.7686441775553674,1.6867000085767359,44.558499997947365,845.0
+1780906813,30,,Aggregated,137.900000,0.000000,3,4,4,5,6,7,11,15,26,45,45,6440,0,3,3.7693276708376753,1.6867000085767359,44.558499997947365,845.0
+1780906814,30,,Aggregated,140.000000,0.000000,3,4,4,5,6,7,11,15,26,45,45,6559,0,3,3.7537739137320183,1.6867000085767359,44.558499997947365,845.0
+1780906815,30,,Aggregated,135.500000,0.000000,3,4,4,5,6,7,11,15,26,45,45,6699,0,3,3.74838174357034,1.6867000085767359,44.558499997947365,845.0
+1780906816,30,,Aggregated,140.600000,0.000000,3,4,4,5,6,7,11,14,26,45,45,6853,0,3,3.75219883264838,1.6867000085767359,44.558499997947365,845.0
+1780906817,30,,Aggregated,137.200000,0.000000,3,4,4,5,6,7,11,14,26,45,45,6978,0,3,3.7494299512885343,1.6867000085767359,44.558499997947365,845.0
+1780906818,30,,Aggregated,137.900000,0.000000,3,4,4,5,6,7,10,14,26,45,45,7136,0,3,3.7466764013683003,1.6867000085767359,44.558499997947365,845.0
+1780906819,30,,Aggregated,140.000000,0.000000,3,4,4,5,6,7,10,14,26,45,45,7237,0,3,3.755970554132274,1.6867000085767359,44.558499997947365,845.0
+1780906820,30,,Aggregated,139.300000,0.000000,3,4,4,5,6,7,10,14,26,45,45,7378,0,3,3.751911954486996,1.6867000085767359,44.558499997947365,845.0
+1780906821,30,,Aggregated,139.300000,0.000000,3,4,4,5,6,7,10,14,26,45,45,7546,0,3,3.754082494034594,1.6867000085767359,44.558499997947365,845.0
+1780906823,30,,Aggregated,135.200000,0.000000,3,4,4,5,6,7,10,14,26,45,45,7665,0,3,3.763005975201004,1.6867000085767359,44.558499997947365,845.0
+1780906824,30,,Aggregated,138.600000,0.000000,3,4,4,5,6,7,10,14,26,45,45,7798,0,3,3.7889844190706894,1.6867000085767359,44.558499997947365,845.0
+1780906825,30,,Aggregated,138.600000,0.000000,3,4,4,5,6,8,11,15,30,45,45,7952,0,3,3.8932246478609187,1.6867000085767359,44.558499997947365,845.0
+1780906826,30,,Aggregated,135.600000,0.000000,3,4,4,5,6,8,12,15,29,45,45,8081,0,3,3.9132286969135457,1.6867000085767359,44.558499997947365,845.0
+1780906827,30,,Aggregated,139.300000,0.000000,3,4,4,5,6,8,12,15,29,45,45,8238,0,3,3.9095680140506937,1.6867000085767359,44.558499997947365,845.0
+1780906828,30,,Aggregated,137.600000,0.000000,3,4,4,5,6,8,12,15,29,45,45,8365,0,3,3.9159508666816323,1.6867000085767359,44.558499997947365,845.0
+1780906829,30,,Aggregated,136.900000,0.000000,3,4,4,5,6,8,12,15,29,45,45,8511,0,3,3.9228206673502055,1.6867000085767359,44.558499997947365,845.0
+1780906830,30,,Aggregated,136.900000,0.000000,3,4,4,5,6,8,12,15,29,45,45,8624,0,3,3.9371550092609695,1.6867000085767359,44.558499997947365,845.0
+1780906831,30,,Aggregated,138.100000,0.000000,3,4,4,5,6,8,12,16,30,45,45,8764,0,3,3.995465141470373,1.6867000085767359,44.558499997947365,845.0
+1780906832,30,,Aggregated,137.700000,0.000000,3,4,4,5,6,8,12,16,30,45,45,8911,0,3,4.0017689035762745,1.6867000085767359,44.558499997947365,845.0
+1780906833,30,,Aggregated,138.600000,0.000000,3,4,4,5,6,8,12,16,29,45,45,9037,0,3,4.026334535760499,1.6867000085767359,44.558499997947365,845.0
+1780906834,30,,Aggregated,136.400000,0.000000,3,4,4,5,6,9,13,16,29,45,45,9187,0,3,4.061560792387863,1.6867000085767359,44.558499997947365,845.0
+1780906835,30,,Aggregated,136.900000,0.000000,3,4,4,5,7,9,13,17,30,52,52,9331,0,3,4.130997813705413,1.6867000085767359,52.196899996488355,845.0
+1780906836,30,,Aggregated,136.900000,0.000000,3,4,4,5,7,9,13,17,30,52,52,9457,0,3,4.128485100954311,1.6867000085767359,52.196899996488355,845.0
+1780906837,30,,Aggregated,137.000000,0.000000,3,4,5,5,7,9,13,17,30,52,52,9633,0,3,4.144665856881292,1.6867000085767359,52.196899996488355,845.0
+1780906838,30,,Aggregated,138.200000,0.000000,3,4,5,5,7,9,13,16,30,52,52,9723,0,3,4.138749161720019,1.6867000085767359,52.196899996488355,845.0
+1780906839,30,,Aggregated,137.200000,0.000000,3,4,5,5,7,9,13,16,30,52,52,9877,0,3,4.147922486530075,1.6867000085767359,52.196899996488355,845.0
+1780906840,30,,Aggregated,134.000000,0.000000,3,4,5,5,7,9,13,16,30,47,52,10010,0,3,4.173066363585673,1.6867000085767359,52.196899996488355,845.0
+1780906841,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,9,13,16,30,47,52,10147,0,3,4.205293948902719,1.6867000085767359,52.196899996488355,845.0
+1780906842,30,,Aggregated,136.700000,0.000000,3,4,5,5,7,10,14,18,31,52,58,10305,0,3,4.29734244536906,1.6867000085767359,58.17989999195561,845.0
+1780906843,30,,Aggregated,137.900000,0.000000,3,4,5,5,7,10,14,18,31,52,58,10426,0,3,4.321964684394502,1.6867000085767359,58.17989999195561,845.0
+1780906844,30,,Aggregated,137.300000,0.000000,3,4,5,5,7,10,14,18,35,52,58,10570,0,3,4.3287076631485695,1.6867000085767359,58.17989999195561,845.0
+1780906845,30,,Aggregated,137.900000,0.000000,3,4,5,5,7,10,14,18,35,52,58,10689,0,3,4.327746243756679,1.6867000085767359,58.17989999195561,845.0
+1780906846,30,,Aggregated,137.200000,0.000000,3,4,5,5,7,10,15,18,35,52,58,10848,0,3,4.383131360567199,1.6867000085767359,58.17989999195561,845.0
+1780906847,30,,Aggregated,132.500000,0.000000,3,4,5,5,7,10,15,18,35,52,58,10977,0,3,4.381388849349138,1.6867000085767359,58.17989999195561,845.0
+1780906848,30,,Aggregated,136.900000,0.000000,3,4,5,5,7,10,15,18,31,52,58,11109,0,3,4.38672086589931,1.6867000085767359,58.17989999195561,845.0
+1780906849,30,,Aggregated,132.300000,0.000000,3,4,5,5,7,10,14,18,31,52,58,11242,0,3,4.384253095472999,1.6867000085767359,58.17989999195561,845.0
+1780906850,30,,Aggregated,139.200000,0.000000,3,4,5,5,7,10,14,18,31,52,58,11396,0,3,4.373144182095659,1.6867000085767359,58.17989999195561,845.0
+1780906851,30,,Aggregated,135.100000,0.000000,3,4,5,5,7,10,14,18,31,52,58,11550,0,3,4.385553264004699,1.6867000085767359,58.17989999195561,845.0
+1780906852,30,,Aggregated,138.400000,0.000000,3,4,5,5,7,10,14,18,31,52,58,11683,0,3,4.384585132192319,1.6867000085767359,58.17989999195561,845.0
+1780906853,30,,Aggregated,135.400000,0.000000,3,4,5,5,7,10,14,18,31,52,58,11837,0,3,4.40458593387937,1.6867000085767359,58.17989999195561,845.0
+1780906854,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,10,14,18,31,52,58,11935,0,3,4.4112048847316,1.6867000085767359,58.17989999195561,845.0
+1780906855,30,,Aggregated,135.700000,0.000000,3,4,5,5,7,10,14,18,31,52,58,12110,0,3,4.411781899198719,1.6867000085767359,58.17989999195561,845.0
+1780906856,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,10,14,18,31,52,58,12243,0,3,4.419081107504842,1.6867000085767359,58.17989999195561,845.0
+1780906857,30,,Aggregated,143.500000,0.000000,3,4,5,5,7,10,14,18,31,52,58,12369,0,3,4.416777047396078,1.6867000085767359,58.17989999195561,845.0
+1780906858,30,,Aggregated,137.200000,0.000000,3,4,5,5,7,10,14,18,31,52,58,12530,0,3,4.414052186687899,1.6867000085767359,58.17989999195561,845.0
+1780906859,30,,Aggregated,140.800000,0.000000,3,4,5,5,7,10,14,18,31,52,58,12668,0,3,4.420102541774104,1.6867000085767359,58.17989999195561,845.0
+1780906860,30,,Aggregated,140.200000,0.000000,3,4,5,5,7,10,14,18,31,52,58,12796,0,3,4.417027281899849,1.6867000085767359,58.17989999195561,845.0
+1780906861,30,,Aggregated,141.400000,0.000000,3,4,5,5,7,10,14,18,31,52,58,12929,0,3,4.411447312180091,1.6867000085767359,58.17989999195561,845.0
+1780906862,30,,Aggregated,140.400000,0.000000,3,4,5,6,7,10,14,18,30,52,58,13097,0,3,4.440335298090198,1.6867000085767359,58.17989999195561,845.0
+1780906863,30,,Aggregated,141.100000,0.000000,3,4,5,6,8,10,14,18,30,52,58,13217,0,3,4.460361080346691,1.6867000085767359,58.17989999195561,845.0
+1780906864,30,,Aggregated,139.300000,0.000000,3,4,5,6,8,10,14,18,30,52,58,13335,0,3,4.46137418065115,1.6867000085767359,58.17989999195561,845.0
+1780906865,30,,Aggregated,138.200000,0.000000,3,4,5,6,7,10,14,18,30,52,58,13496,0,3,4.448353386114492,1.6867000085767359,58.17989999195561,845.0
+1780906866,30,,Aggregated,137.900000,0.000000,3,4,5,6,7,10,14,18,30,52,58,13629,0,3,4.4460527770901255,1.6867000085767359,58.17989999195561,845.0
+1780906867,30,,Aggregated,136.000000,0.000000,3,4,5,6,7,10,14,18,30,52,58,13764,0,3,4.443803654390068,1.6867000085767359,58.17989999195561,845.0
+1780906868,30,,Aggregated,138.200000,0.000000,3,4,5,5,7,10,14,18,30,52,58,13888,0,3,4.433642230636789,1.6867000085767359,58.17989999195561,845.0
+1780906869,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,10,14,18,30,52,58,14014,0,3,4.428719209294621,1.6867000085767359,58.17989999195561,845.0
+1780906870,30,,Aggregated,135.200000,0.000000,3,4,5,5,7,10,14,18,30,52,58,14161,0,3,4.427308212630949,1.6867000085767359,58.17989999195561,845.0
+1780906871,30,,Aggregated,134.400000,0.000000,3,4,5,6,7,10,14,18,30,52,58,14308,0,3,4.438030039075278,1.6867000085767359,58.17989999195561,845.0
+1780906872,30,,Aggregated,134.000000,0.000000,3,4,5,5,7,10,14,18,30,52,58,14441,0,3,4.432540786584501,1.6867000085767359,58.17989999195561,845.0
+1780906873,30,,Aggregated,133.100000,0.000000,3,4,5,5,7,10,14,18,30,52,58,14567,0,3,4.422511903553694,1.6867000085767359,58.17989999195561,845.0
+1780906874,30,,Aggregated,133.700000,0.000000,3,4,5,5,7,10,14,18,30,52,58,14710,0,3,4.419643195038103,1.6867000085767359,58.17989999195561,845.0
+1780906875,30,,Aggregated,137.300000,0.000000,3,4,5,5,7,10,14,18,30,52,58,14833,0,3,4.425645385216167,1.6867000085767359,58.17989999195561,845.0
+1780906876,30,,Aggregated,134.800000,0.000000,3,4,5,5,7,10,14,17,30,52,58,14973,0,3,4.4296046950450325,1.6867000085767359,58.17989999195561,845.0
+1780906877,30,,Aggregated,134.200000,0.000000,3,4,5,5,7,10,14,17,30,52,58,15102,0,3,4.423033664344552,1.6867000085767359,58.17989999195561,845.0
+1780906878,30,,Aggregated,131.900000,0.000000,3,4,5,5,7,10,14,17,30,52,58,15225,0,3,4.424040006498129,1.6867000085767359,58.17989999195561,845.0
+1780906879,30,,Aggregated,134.400000,0.000000,3,4,5,5,7,10,14,17,30,52,58,15379,0,3,4.43500777027682,1.6867000085767359,58.17989999195561,845.0
+1780906880,30,,Aggregated,133.700000,0.000000,3,4,5,6,7,10,14,17,30,52,58,15506,0,3,4.43748883007516,1.6867000085767359,58.17989999195561,845.0
+1780906881,30,,Aggregated,135.100000,0.000000,3,4,5,5,7,10,14,17,30,52,58,15663,0,3,4.434102828265376,1.6867000085767359,58.17989999195561,845.0
+1780906882,30,,Aggregated,132.500000,0.000000,3,4,5,5,7,10,14,17,30,52,58,15799,0,3,4.433376498459172,1.6867000085767359,58.17989999195561,845.0
+1780906883,30,,Aggregated,135.000000,0.000000,3,4,5,5,7,10,14,17,30,52,58,15911,0,3,4.428733756468257,1.6867000085767359,58.17989999195561,845.0
+1780906884,30,,Aggregated,138.000000,0.000000,3,4,5,5,7,10,13,17,30,52,58,16058,0,3,4.42446529450558,1.6867000085767359,58.17989999195561,845.0
+1780906885,30,,Aggregated,132.300000,0.000000,3,4,5,5,7,10,13,17,30,52,58,16226,0,3,4.41527327740733,1.6867000085767359,58.17989999195561,845.0
+1780906886,30,,Aggregated,136.800000,0.000000,3,4,5,5,7,10,13,17,30,52,58,16344,0,3,4.414906314187819,1.6867000085767359,58.17989999195561,845.0
+1780906887,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,10,13,17,30,52,58,16478,0,3,4.419745096437065,1.6867000085767359,58.17989999195561,845.0
+1780906888,30,,Aggregated,136.900000,0.000000,3,4,5,5,7,10,13,17,30,52,58,16639,0,3,4.4197684836170925,1.6867000085767359,58.17989999195561,845.0
+1780906889,30,,Aggregated,140.000000,0.000000,3,4,5,5,7,10,13,17,30,52,58,16751,0,3,4.416948617931371,1.6867000085767359,58.17989999195561,845.0
+1780906890,30,,Aggregated,136.700000,0.000000,3,4,5,5,7,10,13,17,30,52,58,16898,0,3,4.415944188604257,1.6867000085767359,58.17989999195561,845.0
+1780906891,30,,Aggregated,135.800000,0.000000,3,4,5,5,7,10,13,16,30,52,58,17049,0,3,4.405000598217429,1.6867000085767359,58.17989999195561,845.0
+1780906892,30,,Aggregated,139.800000,0.000000,3,4,5,5,7,10,13,16,30,52,58,17143,0,3,4.401365105232501,1.6867000085767359,58.17989999195561,845.0
+1780906893,30,,Aggregated,138.500000,0.000000,3,4,5,5,7,10,13,16,30,52,58,17297,0,3,4.402298144122799,1.6867000085767359,58.17989999195561,845.0
+1780906894,30,,Aggregated,133.600000,0.000000,3,4,5,5,7,10,13,16,30,52,58,17432,0,3,4.40504421173545,1.6867000085767359,58.17989999195561,845.0
+1780906895,30,,Aggregated,140.000000,0.000000,3,4,5,5,7,10,13,16,30,52,58,17591,0,3,4.410896560679148,1.6867000085767359,58.17989999195561,845.0
+1780906896,30,,Aggregated,135.100000,0.000000,3,4,5,5,7,10,13,16,30,52,58,17737,0,3,4.408266933460041,1.6867000085767359,58.17989999195561,845.0
+1780906897,30,,Aggregated,135.100000,0.000000,3,4,5,5,7,10,13,16,30,52,58,17855,0,3,4.4016311620686475,1.6867000085767359,58.17989999195561,845.0
+1780906898,30,,Aggregated,137.900000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18018,0,3,4.40139119207069,1.6867000085767359,58.17989999195561,845.0
+1780906899,30,,Aggregated,135.100000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18123,0,3,4.3960682447019765,1.6867000085767359,58.17989999195561,845.0
+1780906900,30,,Aggregated,137.600000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18249,0,3,4.397042457052464,1.6867000085767359,58.17989999195561,845.0
+1780906901,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18417,0,3,4.3876008958371155,1.6867000085767359,58.17989999195561,845.0
+1780906902,30,,Aggregated,137.200000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18522,0,3,4.379512325813716,1.6867000085767359,58.17989999195561,845.0
+1780906903,30,,Aggregated,133.400000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18671,0,3,4.369892228529512,1.6867000085767359,58.17989999195561,845.0
+1780906904,30,,Aggregated,137.500000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18822,0,3,4.367380145518791,1.6867000085767359,58.17989999195561,845.0
+1780906905,30,,Aggregated,133.000000,0.000000,3,4,5,5,7,9,13,16,30,52,58,18933,0,3,4.3604067923185,1.6867000085767359,58.17989999195561,845.0
+1780906906,30,,Aggregated,137.200000,0.000000,3,4,5,5,7,9,13,16,30,52,58,19076,0,3,4.360085709734476,1.6867000085767359,58.17989999195561,845.0
+1780906907,30,,Aggregated,135.100000,0.000000,3,4,5,5,7,9,13,16,30,52,58,19201,0,3,4.356127149561785,1.6867000085767359,58.17989999195561,845.0
+1780906908,30,,Aggregated,133.700000,0.000000,3,4,5,5,7,9,13,16,30,52,58,19334,0,3,4.352990498541854,1.6867000085767359,58.17989999195561,845.0
+1780906909,30,,Aggregated,133.000000,0.000000,3,4,5,5,7,9,13,16,30,52,58,19474,0,3,4.347299301565252,1.6867000085767359,58.17989999195561,845.0
+1780906910,30,,Aggregated,132.400000,0.000000,3,4,5,5,7,9,13,16,30,52,58,19614,0,3,4.340501983205598,1.6867000085767359,58.17989999195561,845.0
+1780906911,30,,Aggregated,134.400000,0.000000,3,4,5,5,7,9,13,16,30,52,58,19761,0,3,4.342600384520758,1.6867000085767359,58.17989999195561,845.0
+1780906912,30,,Aggregated,133.000000,0.000000,3,4,5,5,7,9,13,16,30,52,58,19908,0,3,4.343833780320627,1.6867000085767359,58.17989999195561,845.0
+1780906913,30,,Aggregated,136.200000,0.000000,3,4,5,5,7,9,13,16,30,47,58,20048,0,3,4.340139609864381,1.6867000085767359,58.17989999195561,845.0
+1780906914,30,,Aggregated,137.300000,0.000000,3,4,5,5,7,9,13,16,30,47,58,20160,0,3,4.336191056473393,1.6867000085767359,58.17989999195561,845.0
+1780906915,30,,Aggregated,135.900000,0.000000,3,4,5,5,7,9,13,16,30,47,58,20328,0,3,4.333065299024101,1.6867000085767359,58.17989999195561,845.0
+1780906916,30,,Aggregated,136.100000,0.000000,3,4,5,5,7,9,13,16,30,47,58,20447,0,3,4.326108548859342,1.6867000085767359,58.17989999195561,845.0
+1780906917,30,,Aggregated,137.200000,0.000000,3,4,5,5,7,9,13,16,30,47,58,20608,0,3,4.326190091161231,1.6867000085767359,58.17989999195561,845.0
+1780906918,30,,Aggregated,137.900000,0.000000,3,4,5,5,7,9,13,16,30,47,58,20721,0,3,4.323147521768659,1.6867000085767359,58.17989999195561,845.0
+1780906919,30,,Aggregated,135.100000,0.000000,3,4,5,5,7,9,13,16,30,47,58,20867,0,3,4.323357176336932,1.6867000085767359,58.17989999195561,845.0
+1780906920,30,,Aggregated,139.300000,0.000000,3,4,5,5,7,9,13,16,30,47,58,21045,0,3,4.325751337546167,1.6867000085767359,58.17989999195561,845.0
+1780906921,30,,Aggregated,139.200000,0.000000,3,4,5,5,7,9,13,16,30,47,58,21182,0,3,4.319566277903774,1.6867000085767359,58.17989999195561,845.0
+1780906922,30,,Aggregated,138.100000,0.000000,3,4,5,5,7,9,13,16,30,47,58,21294,0,3,4.314345839131361,1.6867000085767359,58.17989999195561,845.0
+1780906923,30,,Aggregated,138.600000,0.000000,3,4,5,5,7,9,13,15,30,47,58,21452,0,3,4.312291818873738,1.6867000085767359,58.17989999195561,845.0
+1780906924,30,,Aggregated,138.200000,0.000000,3,4,5,5,7,9,12,15,30,47,58,21602,0,3,4.312193870869439,1.6867000085767359,58.17989999195561,845.0
+1780906925,30,,Aggregated,141.100000,0.000000,3,4,5,5,7,9,12,15,30,47,58,21728,0,3,4.304797776992242,1.6867000085767359,58.17989999195561,845.0
+1780906926,30,,Aggregated,138.300000,0.000000,3,4,5,5,7,9,12,15,30,47,58,21896,0,3,4.298447095287115,1.6867000085767359,58.17989999195561,845.0
+1780906927,30,,Aggregated,142.100000,0.000000,3,4,5,5,7,9,12,15,30,47,58,21994,0,3,4.293500650104097,1.6867000085767359,58.17989999195561,845.0
+1780906928,30,,Aggregated,139.000000,0.000000,3,4,5,5,7,9,12,15,29,47,58,22162,0,3,4.296934121394594,1.6867000085767359,58.17989999195561,845.0
+1780906929,30,,Aggregated,142.800000,0.000000,3,4,5,5,7,9,12,15,29,47,58,22267,0,3,4.29401367936344,1.6867000085767359,58.17989999195561,845.0
+1780906930,30,,Aggregated,138.200000,0.000000,3,4,5,5,7,9,12,15,29,47,58,22423,0,3,4.291220920411425,1.6867000085767359,58.17989999195561,845.0
+1780906931,30,,Aggregated,138.000000,0.000000,3,4,5,5,7,9,12,15,29,47,58,22561,0,3,4.295738783671523,1.6867000085767359,58.17989999195561,845.0
+1780906932,30,,Aggregated,140.100000,0.000000,3,4,5,5,7,9,12,15,29,47,58,22694,0,3,4.292459958513436,1.6867000085767359,58.17989999195561,845.0
+1780906933,30,,Aggregated,138.600000,0.000000,3,4,5,5,7,9,12,15,29,47,58,22842,0,3,4.2857396111706,1.6867000085767359,58.17989999195561,845.0
+1780906934,30,,Aggregated,137.200000,0.000000,3,4,5,5,7,9,12,15,29,47,58,22977,0,3,4.284427209746669,1.6867000085767359,58.17989999195561,845.0
+1780906935,30,,Aggregated,138.100000,0.000000,3,4,5,5,7,9,12,15,29,47,58,23107,0,3,4.280544765583596,1.6867000085767359,58.17989999195561,845.0
+1780906936,30,,Aggregated,139.000000,0.000000,3,4,5,5,7,9,12,15,29,47,58,23240,0,3,4.280749552426814,1.6867000085767359,58.17989999195561,845.0
+1780906937,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,9,12,15,29,47,58,23367,0,3,4.277937424504603,1.6867000085767359,58.17989999195561,845.0
+1780906938,30,,Aggregated,137.500000,0.000000,3,4,5,5,7,9,12,15,29,47,58,23528,0,3,4.274761165349988,1.6867000085767359,58.17989999195561,845.0
+1780906939,30,,Aggregated,135.800000,0.000000,3,4,5,5,7,9,12,15,29,47,58,23632,0,3,4.272284614015249,1.6867000085767359,58.17989999195561,845.0
+1780906940,30,,Aggregated,136.900000,0.000000,3,4,5,5,7,9,12,15,29,47,58,23786,0,3,4.2747604682778935,1.6867000085767359,58.17989999195561,845.0
+1780906941,30,,Aggregated,136.500000,0.000000,3,4,5,5,7,9,12,15,29,47,58,23936,0,3,4.297665365907002,1.6867000085767359,58.17989999195561,845.0

tests/performance_tests/reports/frontend_performance_pending.txt

@@ -1,5 +0,0 @@
-ServicePilot 前端性能测试未执行
-原因：当前环境未安装 Locust 命令。
-安装命令：pip install -r requirements.txt
-执行命令：powershell -ExecutionPolicy Bypass -File .\run_frontend_performance.ps1
-预期输出：reports/frontend-performance-report.html 与 reports/frontend-performance_*.csv

tests/performance_tests/reports/frontend_performance_summary.txt

@@ -0,0 +1,15 @@
+ServicePilot 前端性能测试执行记录
+执行时间：2026-06-08 16:23:46
+压测工具：Locust
+测试对象：http://127.0.0.1:4301
+压测配置：30 用户，启动速率 5 用户/秒，持续 3 分钟
+请求总数：24311
+失败请求数：0
+失败率：0%
+平均响应时间：4.29 ms
+P95 响应时间：9 ms
+最大响应时间：58.18 ms
+吞吐量：135.88 req/s
+HTML 报告：E:\软测\ServicePilot\tests\performance_tests\reports\frontend-performance-report.html
+CSV 明细：E:\软测\ServicePilot\tests\performance_tests\reports\frontend-performance_stats.csv
+执行结果：PASS

tests/performance_tests/run_backend_performance.ps1

@@ -28,3 +28,45 @@ if ($null -eq $locust) {
   -t 3m `
   --html "$htmlReport" `
   --csv "$csvPrefix"
+
+$exitCode = $LASTEXITCODE
+if ($exitCode -ne 0) {
+  exit $exitCode
+}
+
+if (Test-Path $pendingFile) {
+  Remove-Item -LiteralPath $pendingFile -Force
+}
+
+$statsFile = "${csvPrefix}_stats.csv"
+$summaryFile = Join-Path $reportDir "backend_performance_summary.txt"
+$aggregate = Import-Csv -LiteralPath $statsFile | Where-Object { $_.Name -eq "Aggregated" } | Select-Object -First 1
+
+if ($null -ne $aggregate) {
+  $requestCount = [int]$aggregate.'Request Count'
+  $failureCount = [int]$aggregate.'Failure Count'
+  $failureRate = 0
+  if ($requestCount -gt 0) {
+    $failureRate = [math]::Round(($failureCount / $requestCount) * 100, 2)
+  }
+
+  @(
+    "ServicePilot 后端性能测试执行记录",
+    "执行时间：$(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')",
+    "压测工具：Locust",
+    "测试对象：http://localhost:3000",
+    "压测配置：30 用户，启动速率 5 用户/秒，持续 3 分钟",
+    "请求总数：$requestCount",
+    "失败请求数：$failureCount",
+    "失败率：$failureRate%",
+    "平均响应时间：$([math]::Round([double]$aggregate.'Average Response Time', 2)) ms",
+    "P95 响应时间：$($aggregate.'95%') ms",
+    "最大响应时间：$([math]::Round([double]$aggregate.'Max Response Time', 2)) ms",
+    "吞吐量：$([math]::Round([double]$aggregate.'Requests/s', 2)) req/s",
+    "HTML 报告：$htmlReport",
+    "CSV 明细：$statsFile",
+    "执行结果：PASS"
+  ) | Set-Content -Path $summaryFile -Encoding UTF8
+
+  Write-Host "后端性能测试摘要已生成：$summaryFile"
+}

tests/performance_tests/run_frontend_performance.ps1

@@ -28,3 +28,45 @@ if ($null -eq $locust) {
   -t 3m `
   --html "$htmlReport" `
   --csv "$csvPrefix"
+
+$exitCode = $LASTEXITCODE
+if ($exitCode -ne 0) {
+  exit $exitCode
+}
+
+if (Test-Path $pendingFile) {
+  Remove-Item -LiteralPath $pendingFile -Force
+}
+
+$statsFile = "${csvPrefix}_stats.csv"
+$summaryFile = Join-Path $reportDir "frontend_performance_summary.txt"
+$aggregate = Import-Csv -LiteralPath $statsFile | Where-Object { $_.Name -eq "Aggregated" } | Select-Object -First 1
+
+if ($null -ne $aggregate) {
+  $requestCount = [int]$aggregate.'Request Count'
+  $failureCount = [int]$aggregate.'Failure Count'
+  $failureRate = 0
+  if ($requestCount -gt 0) {
+    $failureRate = [math]::Round(($failureCount / $requestCount) * 100, 2)
+  }
+
+  @(
+    "ServicePilot 前端性能测试执行记录",
+    "执行时间：$(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')",
+    "压测工具：Locust",
+    "测试对象：http://127.0.0.1:4301",
+    "压测配置：30 用户，启动速率 5 用户/秒，持续 3 分钟",
+    "请求总数：$requestCount",
+    "失败请求数：$failureCount",
+    "失败率：$failureRate%",
+    "平均响应时间：$([math]::Round([double]$aggregate.'Average Response Time', 2)) ms",
+    "P95 响应时间：$($aggregate.'95%') ms",
+    "最大响应时间：$([math]::Round([double]$aggregate.'Max Response Time', 2)) ms",
+    "吞吐量：$([math]::Round([double]$aggregate.'Requests/s', 2)) req/s",
+    "HTML 报告：$htmlReport",
+    "CSV 明细：$statsFile",
+    "执行结果：PASS"
+  ) | Set-Content -Path $summaryFile -Encoding UTF8
+
+  Write-Host "前端性能测试摘要已生成：$summaryFile"
+}

tests/测试结果汇总.md

@@ -123,23 +123,27 @@ tests/auto_tests/artifacts/
 - `run_backend_performance.ps1`
 - `run_frontend_performance.ps1`
 
-当前状态：
+执行结果：
 
-| 指标 | 结果 |
-|---|---|
-| Locust 脚本 | 已补充 |
-| 后端性能测试 | 待安装 Locust 后执行 |
-| 前端性能测试 | 待安装 Locust 后执行 |
-| HTML 报告 | 执行脚本后自动生成 |
+| 测试对象 | 请求总数 | 失败数 | 失败率 | 平均响应时间 | P95 | 吞吐量 | 结论 |
+|---|---:|---:|---:|---:|---:|---:|---|
+| 后端接口 | 2656 | 0 | 0% | 2.77 ms | 4 ms | 14.84 req/s | 通过 |
+| 前端页面 | 24311 | 0 | 0% | 4.29 ms | 9 ms | 135.88 req/s | 通过 |
 
 结果证据：
 
 ```text
 tests/performance_tests/requirements.txt
+tests/performance_tests/reports/backend-performance-report.html
+tests/performance_tests/reports/backend-performance_stats.csv
+tests/performance_tests/reports/backend_performance_summary.txt
+tests/performance_tests/reports/frontend-performance-report.html
+tests/performance_tests/reports/frontend-performance_stats.csv
+tests/performance_tests/reports/frontend_performance_summary.txt
 tests/performance_tests/reports/README.md
 ```
 
-建议执行命令：
+复现执行命令：
 
 ```powershell
 pip install -r requirements.txt