[INFO]2023-08-17 13:27:25,287 main.py:60: ------- Trainticket Result at service level ------- [INFO]2023-08-17 13:27:32,217 data_integrate.py:481: [] [INFO]2023-08-17 13:27:33,489 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:27:40,805 data_integrate.py:481: [] [INFO]2023-08-17 13:27:42,209 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:27:42,775 pattern_ranker.py:198: Soted Result List: [{'events': '99_98', 'score': 1.0, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '486_487', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '461_462', 'score': 0.875, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '461_465', 'score': 0.875, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '461_478', 'score': 0.875, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '450_452', 'score': 0.875, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '551_553', 'score': 0.8, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '551_552', 'score': 0.7727272727272727, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '549_551', 'score': 0.75, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '205_217', 'score': 0.7272727272727273, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '620_621', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '620_622', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '5_616', 'score': 0.7272727272727273, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '116_128', 'score': 0.7142857142857143, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}] [INFO]2023-08-17 13:27:42,785 pattern_ranker.py:551: 2023-01-29 08:43:04 Inject RCA Pod Result: [INFO]2023-08-17 13:27:42,785 pattern_ranker.py:553: 2023-01-29 08:43:04 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, return [INFO]2023-08-17 13:27:42,785 pattern_ranker.py:582: 2023-01-29 08:43:04 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, return score 1 [INFO]2023-08-17 13:27:42,786 pattern_ranker.py:607: source :c.s.ContactsServiceImpl#31, target: c.s.ContactsServiceImpl#34, score: 1.0, deepth: 7, pod ts-contacts-service-866bd68c97-xcqfx [INFO]2023-08-17 13:27:42,786 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:27:42,787 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:27:42,787 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:27:42,788 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 0.875, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:27:42,789 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-route-service /api/v1/routeservice/routes/{routeId} start, score: 0.875, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:27:42,789 pattern_ranker.py:607: source :ts-food-service HTTP GET start, target: ts-food-service HTTP GET end, score: 0.875, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:27:42,790 pattern_ranker.py:607: source :ts-food-service HTTP GET start, target: ts-train-food-service /api/v1/trainfoodservice/trainfoods/{tripId} start, score: 0.875, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:27:42,791 pattern_ranker.py:607: source :ts-food-service HTTP GET start, target: ts-travel-service /api/v1/travelservice/routes/{tripId} start, score: 0.875, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:27:42,792 pattern_ranker.py:607: source :ts-gateway-service HTTP GET start, target: ts-food-service /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId} start, score: 0.875, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:27:42,792 pattern_ranker.py:608: [INFO]2023-08-17 13:27:49,186 data_integrate.py:481: [] [INFO]2023-08-17 13:27:50,792 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:27:51,115 pattern_ranker.py:198: Soted Result List: [{'events': '99_98', 'score': 1.0, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '115_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '21_20', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_32', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '612_128', 'score': 0.7333333333333333, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '387_388', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '114_117', 'score': 0.6875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '551_552', 'score': 0.68, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}] [INFO]2023-08-17 13:27:51,127 pattern_ranker.py:551: 2023-01-29 08:52:06 Inject RCA Pod Result: [INFO]2023-08-17 13:27:51,127 pattern_ranker.py:553: 2023-01-29 08:52:06 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, return [INFO]2023-08-17 13:27:51,128 pattern_ranker.py:582: 2023-01-29 08:52:06 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, return score 1 [INFO]2023-08-17 13:27:51,128 pattern_ranker.py:607: source :c.s.ContactsServiceImpl#31, target: c.s.ContactsServiceImpl#34, score: 1.0, deepth: 7, pod ts-contacts-service-866bd68c97-xcqfx [INFO]2023-08-17 13:27:51,128 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:27:51,128 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#100, target: p.s.PreserveServiceImpl#142, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:27:51,128 pattern_ranker.py:607: source :ts-preserve-service HTTP POST start, target: ts-basic-service /api/v1/basicservice/basic/travel start, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:27:51,128 pattern_ranker.py:607: source :ts-preserve-service HTTP POST start, target: ts-preserve-service HTTP POST end, score: 0.75, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:27:51,129 pattern_ranker.py:607: source :t.c.TravelController#122, target: ts-travel-service HTTP POST start, score: 0.7333333333333333, deepth: 4, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:27:51,130 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 0.7, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:27:51,130 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 0.7, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:27:51,130 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.6875, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:27:51,131 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-execute-service HTTP GET end, score: 0.68, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:27:51,131 pattern_ranker.py:608: [INFO]2023-08-17 13:27:58,780 data_integrate.py:481: [] [INFO]2023-08-17 13:28:00,243 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:00,446 pattern_ranker.py:198: Soted Result List: [{'events': '99_98', 'score': 1.0, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '387_388', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '620_621', 'score': 0.8, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '620_622', 'score': 0.8, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '5_616', 'score': 0.8, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '549_551', 'score': 0.75, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}] [INFO]2023-08-17 13:28:00,458 pattern_ranker.py:551: 2023-01-29 08:58:16 Inject RCA Pod Result: [INFO]2023-08-17 13:28:00,458 pattern_ranker.py:553: 2023-01-29 08:58:16 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, return [INFO]2023-08-17 13:28:00,459 pattern_ranker.py:582: 2023-01-29 08:58:16 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, return score 1 [INFO]2023-08-17 13:28:00,459 pattern_ranker.py:607: source :c.s.ContactsServiceImpl#31, target: c.s.ContactsServiceImpl#34, score: 1.0, deepth: 7, pod ts-contacts-service-866bd68c97-xcqfx [INFO]2023-08-17 13:28:00,460 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:28:00,460 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:28:00,460 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:00,461 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:00,462 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:00,463 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-auth-service HTTP GET end, score: 0.8, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:28:00,464 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, score: 0.8, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:28:00,464 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-auth-service /api/v1/users/login start, score: 0.8, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:28:00,465 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.75, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:28:00,465 pattern_ranker.py:608: [INFO]2023-08-17 13:28:06,175 data_integrate.py:481: [] [INFO]2023-08-17 13:28:07,440 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:08,849 pattern_ranker.py:198: Soted Result List: [{'events': '329_328', 'score': 1.0, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '116_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '115_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '114_117', 'score': 0.9166666666666666, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '55_613', 'score': 0.8301886792452831, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '206_217', 'score': 0.7863247863247863, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '207_206', 'score': 0.7692307692307693, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '611_117', 'score': 0.7586206896551724, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '632_633', 'score': 0.7586206896551724, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '208_215', 'score': 0.75, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '611_128', 'score': 0.75, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '612_128', 'score': 0.7333333333333333, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '207_215', 'score': 0.7222222222222222, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '329_333', 'score': 0.7, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '323_333', 'score': 0.6744186046511628, 'deepth': 6, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}] [INFO]2023-08-17 13:28:08,860 pattern_ranker.py:551: 2023-01-29 09:03:53 Inject RCA Pod Result: [INFO]2023-08-17 13:28:08,860 pattern_ranker.py:553: 2023-01-29 09:03:53 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, return [INFO]2023-08-17 13:28:08,861 pattern_ranker.py:582: 2023-01-29 09:03:53 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, return score 1 [INFO]2023-08-17 13:28:08,861 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#405, target: f.m.s.BasicServiceImpl#418, score: 1.0, deepth: 7, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:28:08,861 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:08,862 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:08,862 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:08,862 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:08,863 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:08,864 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:08,864 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.9166666666666666, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:08,864 pattern_ranker.py:607: source :o.c.OrderController#39, target: o.s.OrderServiceImpl#68, score: 0.8301886792452831, deepth: 13, pod ts-order-service-5b67c48447-mv5hb [INFO]2023-08-17 13:28:08,865 pattern_ranker.py:607: source :s.s.SeatServiceImpl#139, target: ts-seat-service HTTP GET start, score: 0.7863247863247863, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:28:08,865 pattern_ranker.py:608: [INFO]2023-08-17 13:28:14,825 data_integrate.py:481: [] [INFO]2023-08-17 13:28:16,025 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:16,499 pattern_ranker.py:198: Soted Result List: [{'events': '329_328', 'score': 1.0, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '132_145', 'score': 0.7692307692307693, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '140_145', 'score': 0.75, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '115_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '459_461', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '486_487', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '450_452', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '612_128', 'score': 0.6875, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}] [INFO]2023-08-17 13:28:16,510 pattern_ranker.py:551: 2023-01-29 09:12:56 Inject RCA Pod Result: [INFO]2023-08-17 13:28:16,510 pattern_ranker.py:553: 2023-01-29 09:12:56 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, return [INFO]2023-08-17 13:28:16,511 pattern_ranker.py:582: 2023-01-29 09:12:56 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, return score 1 [INFO]2023-08-17 13:28:16,511 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#405, target: f.m.s.BasicServiceImpl#418, score: 1.0, deepth: 7, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:28:16,511 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:16,513 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:16,513 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:16,513 pattern_ranker.py:607: source :ts-basic-service BasicController.queryForTravel start, target: ts-basic-service HTTP GET start, score: 0.7692307692307693, deepth: 9, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:28:16,514 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#438, target: ts-basic-service HTTP GET start, score: 0.75, deepth: 10, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:28:16,514 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:16,515 pattern_ranker.py:607: source :f.s.FoodServiceImpl#214, target: ts-food-service HTTP GET start, score: 0.7272727272727273, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:28:16,515 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 0.7, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:16,516 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-route-service /api/v1/routeservice/routes/{routeId} start, score: 0.7, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:16,516 pattern_ranker.py:608: [INFO]2023-08-17 13:28:24,459 data_integrate.py:481: [] [INFO]2023-08-17 13:28:25,960 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:26,706 pattern_ranker.py:198: Soted Result List: [{'events': '329_328', 'score': 1.0, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '115_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '119_128', 'score': 0.8571428571428571, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '551_552', 'score': 0.85, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '549_551', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '205_217', 'score': 0.8, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '29_33', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '119_118', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '114_113', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_94', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_110', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '5_616', 'score': 0.7272727272727273, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '387_388', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}] [INFO]2023-08-17 13:28:26,717 pattern_ranker.py:551: 2023-01-29 09:21:39 Inject RCA Pod Result: [INFO]2023-08-17 13:28:26,717 pattern_ranker.py:553: 2023-01-29 09:21:39 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, return [INFO]2023-08-17 13:28:26,717 pattern_ranker.py:582: 2023-01-29 09:21:39 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, return score 1 [INFO]2023-08-17 13:28:26,718 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#405, target: f.m.s.BasicServiceImpl#418, score: 1.0, deepth: 7, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:28:26,718 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:26,718 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:26,719 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:26,720 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:26,720 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: ts-travel-service HTTP POST start, score: 0.8571428571428571, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:26,721 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-execute-service HTTP GET end, score: 0.85, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:28:26,722 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.8181818181818182, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:28:26,722 pattern_ranker.py:607: source :s.s.SeatServiceImpl#151, target: ts-seat-service HTTP GET start, score: 0.8, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:28:26,722 pattern_ranker.py:607: source :ts-preserve-service HTTP GET start, target: ts-security-service /api/v1/securityservice/securityConfigs/{accountId} start, score: 0.7777777777777778, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:26,722 pattern_ranker.py:608: [INFO]2023-08-17 13:28:32,470 data_integrate.py:481: [] [INFO]2023-08-17 13:28:33,658 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:34,108 pattern_ranker.py:198: Soted Result List: [{'events': '135_134', 'score': 0.9230769230769231, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '21_20', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '188_192', 'score': 0.7692307692307693, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '31_32', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '132_145', 'score': 0.7407407407407407, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '459_461', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '5_616', 'score': 0.7272727272727273, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '486_487', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_33', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 0.7, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '450_452', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '29_30', 'score': 0.6842105263157895, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}] [INFO]2023-08-17 13:28:34,118 pattern_ranker.py:551: 2023-01-29 09:25:39 Inject RCA Pod Result: [INFO]2023-08-17 13:28:34,118 pattern_ranker.py:553: 2023-01-29 09:25:39 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, exception [INFO]2023-08-17 13:28:34,118 pattern_ranker.py:582: 2023-01-29 09:25:39 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-46997, exception score 1 [INFO]2023-08-17 13:28:34,119 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#100, target: f.m.s.BasicServiceImpl#119, score: 0.9230769230769231, deepth: 10, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:28:34,119 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#100, target: p.s.PreserveServiceImpl#142, score: 0.8571428571428571, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:34,119 pattern_ranker.py:607: source :ts-preserve-service HTTP POST start, target: ts-basic-service /api/v1/basicservice/basic/travel start, score: 0.8571428571428571, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:34,119 pattern_ranker.py:607: source :ts-price-service PriceController.query start, target: ts-price-service PriceConfigRepository.findByRouteIdAndTrainType start, score: 0.7692307692307693, deepth: 12, pod ts-price-service-76846864d9-g465z [INFO]2023-08-17 13:28:34,119 pattern_ranker.py:607: source :ts-preserve-service HTTP POST start, target: ts-preserve-service HTTP POST end, score: 0.75, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:34,120 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 0.75, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:28:34,121 pattern_ranker.py:607: source :ts-basic-service BasicController.queryForTravel start, target: ts-basic-service HTTP GET start, score: 0.7407407407407407, deepth: 9, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:28:34,121 pattern_ranker.py:607: source :f.s.FoodServiceImpl#214, target: ts-food-service HTTP GET start, score: 0.7272727272727273, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:28:34,122 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-auth-service /api/v1/users/login start, score: 0.7272727272727273, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:28:34,123 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 0.7, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:34,123 pattern_ranker.py:608: [INFO]2023-08-17 13:28:42,141 data_integrate.py:481: [] [INFO]2023-08-17 13:28:43,726 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:44,131 pattern_ranker.py:198: Soted Result List: [{'events': '458_457', 'score': 1.0, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '549_551', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '5_616', 'score': 0.8, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '119_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '115_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '205_217', 'score': 0.7272727272727273, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}] [INFO]2023-08-17 13:28:44,144 pattern_ranker.py:551: 2023-01-29 09:30:09 Inject RCA Pod Result: [INFO]2023-08-17 13:28:44,145 pattern_ranker.py:553: 2023-01-29 09:30:09 Inject Ground Truth: ts-food-service-f5756978c-k8vqf, return [INFO]2023-08-17 13:28:44,145 pattern_ranker.py:582: 2023-01-29 09:30:09 Inject Ground Truth: ts-food-service-f5756978c-k8vqf, return score 1 [INFO]2023-08-17 13:28:44,146 pattern_ranker.py:607: source :f.s.FoodServiceImpl#240, target: f.s.FoodServiceImpl#243, score: 1.0, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:28:44,146 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:44,147 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:44,148 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:44,149 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 0.8571428571428571, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:28:44,150 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.8181818181818182, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:28:44,150 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-auth-service /api/v1/users/login start, score: 0.8, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:28:44,150 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:44,151 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:44,151 pattern_ranker.py:607: source :s.s.SeatServiceImpl#151, target: ts-seat-service HTTP GET start, score: 0.7272727272727273, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:28:44,151 pattern_ranker.py:608: [INFO]2023-08-17 13:28:49,039 data_integrate.py:481: [] [INFO]2023-08-17 13:28:50,059 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:51,354 pattern_ranker.py:198: Soted Result List: [{'events': '115_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '387_388', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '458_457', 'score': 1.0, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '116_128', 'score': 0.9090909090909091, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '620_621', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '620_622', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '5_616', 'score': 0.8888888888888888, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '119_128', 'score': 0.8571428571428571, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '551_552', 'score': 0.8095238095238095, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '114_117', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '55_613', 'score': 0.7586206896551724, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '549_551', 'score': 0.75, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '206_217', 'score': 0.7479674796747967, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '207_206', 'score': 0.746268656716418, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '119_611', 'score': 0.7333333333333333, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '5_632', 'score': 0.7333333333333333, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '215_45', 'score': 0.7299270072992701, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '132_145', 'score': 0.7142857142857143, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '29_33', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '202_215', 'score': 0.6875, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '323_333', 'score': 0.6744186046511628, 'deepth': 6, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}] [INFO]2023-08-17 13:28:51,362 pattern_ranker.py:551: 2023-01-29 09:34:19 Inject RCA Pod Result: [INFO]2023-08-17 13:28:51,362 pattern_ranker.py:553: 2023-01-29 09:34:19 Inject Ground Truth: ts-food-service-f5756978c-k8vqf, return [INFO]2023-08-17 13:28:51,364 pattern_ranker.py:582: 2023-01-29 09:34:19 Inject Ground Truth: ts-food-service-f5756978c-k8vqf, return score 3 [INFO]2023-08-17 13:28:51,364 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:51,365 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:28:51,365 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:28:51,366 pattern_ranker.py:607: source :f.s.FoodServiceImpl#240, target: f.s.FoodServiceImpl#243, score: 1.0, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:28:51,366 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:51,367 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:51,368 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:51,368 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 0.9090909090909091, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:51,369 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-auth-service HTTP GET end, score: 0.8888888888888888, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:28:51,370 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, score: 0.8888888888888888, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:28:51,370 pattern_ranker.py:608: [INFO]2023-08-17 13:28:57,938 data_integrate.py:481: [] [INFO]2023-08-17 13:28:59,190 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:28:59,510 pattern_ranker.py:198: Soted Result List: [{'events': '597_596', 'score': 1.0, 'deepth': 7, 'pod': 'ts-verification-code-service-7b6dc75c45-2z9p2'}, {'events': '115_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '549_551', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '119_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '387_388', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}] [INFO]2023-08-17 13:28:59,521 pattern_ranker.py:551: 2023-01-29 09:42:26 Inject RCA Pod Result: [INFO]2023-08-17 13:28:59,521 pattern_ranker.py:553: 2023-01-29 09:42:26 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, return [INFO]2023-08-17 13:28:59,522 pattern_ranker.py:582: 2023-01-29 09:42:26 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, return score 1 [INFO]2023-08-17 13:28:59,523 pattern_ranker.py:607: source :v.s.i.VerifyCodeServiceImpl#114, target: v.s.i.VerifyCodeServiceImpl#132, score: 1.0, deepth: 7, pod ts-verification-code-service-7b6dc75c45-2z9p2 [INFO]2023-08-17 13:28:59,523 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:59,524 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:59,525 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:59,525 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:28:59,526 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.8181818181818182, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:28:59,526 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:28:59,527 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 0.75, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:28:59,528 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 0.7, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:28:59,529 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 0.7, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:28:59,529 pattern_ranker.py:608: [INFO]2023-08-17 13:29:04,069 data_integrate.py:481: [] [INFO]2023-08-17 13:29:04,990 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:06,242 pattern_ranker.py:198: Soted Result List: [{'events': '597_596', 'score': 1.0, 'deepth': 7, 'pod': 'ts-verification-code-service-7b6dc75c45-2z9p2'}, {'events': '486_487', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '457_456', 'score': 1.0, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '457_463', 'score': 1.0, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '461_478', 'score': 1.0, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '452_453', 'score': 1.0, 'deepth': 2, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '461_462', 'score': 0.9333333333333333, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '205_217', 'score': 0.8888888888888888, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '459_461', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '450_452', 'score': 0.875, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '132_145', 'score': 0.7692307692307693, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '82_83', 'score': 0.75, 'deepth': 10, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '82_84', 'score': 0.75, 'deepth': 10, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '119_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '208_215', 'score': 0.7358490566037735, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '612_128', 'score': 0.7333333333333333, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '88_89', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '88_90', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '40_41', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '33_34', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '33_35', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '116_128', 'score': 0.7142857142857143, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '192_193', 'score': 0.7, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '192_194', 'score': 0.7, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '130_131', 'score': 0.7, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '130_132', 'score': 0.7, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '102_103', 'score': 0.7, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '102_104', 'score': 0.7, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '102_106', 'score': 0.7, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '94_95', 'score': 0.7, 'deepth': 5, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '94_96', 'score': 0.7, 'deepth': 5, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '29_33', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '114_117', 'score': 0.6875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '328_333', 'score': 0.68, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '323_333', 'score': 0.6744186046511628, 'deepth': 6, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}] [INFO]2023-08-17 13:29:06,251 pattern_ranker.py:551: 2023-01-29 09:49:34 Inject RCA Pod Result: [INFO]2023-08-17 13:29:06,251 pattern_ranker.py:553: 2023-01-29 09:49:34 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, return [INFO]2023-08-17 13:29:06,252 pattern_ranker.py:582: 2023-01-29 09:49:34 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, return score 1 [INFO]2023-08-17 13:29:06,253 pattern_ranker.py:607: source :v.s.i.VerifyCodeServiceImpl#114, target: v.s.i.VerifyCodeServiceImpl#132, score: 1.0, deepth: 7, pod ts-verification-code-service-7b6dc75c45-2z9p2 [INFO]2023-08-17 13:29:06,254 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:06,254 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-route-service /api/v1/routeservice/routes/{routeId} start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:06,255 pattern_ranker.py:607: source :f.s.FoodServiceImpl#243, target: ERROR f.s.FoodServiceImpl#302, score: 1.0, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:29:06,256 pattern_ranker.py:607: source :f.s.FoodServiceImpl#243, target: ts-food-service HTTP POST start, score: 1.0, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:29:06,256 pattern_ranker.py:607: source :ts-food-service HTTP GET start, target: ts-travel-service /api/v1/travelservice/routes/{tripId} start, score: 1.0, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:29:06,257 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:06,258 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:06,258 pattern_ranker.py:607: source :ts-food-service /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId} start, target: ts-food-service /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId} end, score: 1.0, deepth: 2, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:29:06,259 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:06,259 pattern_ranker.py:608: [INFO]2023-08-17 13:29:10,009 data_integrate.py:481: [] [INFO]2023-08-17 13:29:10,938 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:12,764 pattern_ranker.py:198: Soted Result List: [{'events': '116_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '597_596', 'score': 1.0, 'deepth': 7, 'pod': 'ts-verification-code-service-7b6dc75c45-2z9p2'}, {'events': '486_487', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '115_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '450_452', 'score': 1.0, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '114_117', 'score': 0.8461538461538461, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '206_217', 'score': 0.8141592920353983, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '207_215', 'score': 0.8125, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '55_613', 'score': 0.8, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '132_145', 'score': 0.8, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '207_206', 'score': 0.7936507936507936, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '202_215', 'score': 0.7857142857142857, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '612_128', 'score': 0.7857142857142857, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_33', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '611_128', 'score': 0.7741935483870968, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_611', 'score': 0.7586206896551724, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '5_632', 'score': 0.7586206896551724, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '29_94', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_110', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '88_89', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '88_90', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '40_41', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '331_333', 'score': 0.723404255319149, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '188_192', 'score': 0.7142857142857143, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '328_333', 'score': 0.7083333333333334, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '102_103', 'score': 0.7, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '102_104', 'score': 0.7, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '102_106', 'score': 0.7, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '29_30', 'score': 0.6842105263157895, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}] [INFO]2023-08-17 13:29:12,772 pattern_ranker.py:551: 2023-01-29 09:58:04 Inject RCA Pod Result: [INFO]2023-08-17 13:29:12,772 pattern_ranker.py:553: 2023-01-29 09:58:04 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, return [INFO]2023-08-17 13:29:12,773 pattern_ranker.py:582: 2023-01-29 09:58:04 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, return score 2 [INFO]2023-08-17 13:29:12,773 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:12,774 pattern_ranker.py:607: source :v.s.i.VerifyCodeServiceImpl#114, target: v.s.i.VerifyCodeServiceImpl#132, score: 1.0, deepth: 7, pod ts-verification-code-service-7b6dc75c45-2z9p2 [INFO]2023-08-17 13:29:12,775 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:12,776 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-route-service /api/v1/routeservice/routes/{routeId} start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:12,776 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:12,776 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:12,778 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:12,779 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:12,779 pattern_ranker.py:607: source :ts-gateway-service HTTP GET start, target: ts-food-service /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId} start, score: 1.0, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:29:12,780 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.8461538461538461, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:12,780 pattern_ranker.py:608: [INFO]2023-08-17 13:29:18,850 data_integrate.py:481: [] [INFO]2023-08-17 13:29:19,922 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:20,632 pattern_ranker.py:198: Soted Result List: [{'events': '115_114', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 0.875, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 0.875, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '620_621', 'score': 0.8, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '620_622', 'score': 0.8, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '5_616', 'score': 0.8, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '27_26', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '29_33', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '119_118', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '128_130', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_94', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_110', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '116_128', 'score': 0.7142857142857143, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '208_215', 'score': 0.6842105263157895, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '323_333', 'score': 0.6744186046511628, 'deepth': 6, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '206_217', 'score': 0.6715328467153284, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}] [INFO]2023-08-17 13:29:20,642 pattern_ranker.py:551: 2023-01-29 10:04:34 Inject RCA Pod Result: [INFO]2023-08-17 13:29:20,642 pattern_ranker.py:553: 2023-01-29 10:04:34 Inject Ground Truth: ts-travel-service-64469b5b48-25zj6, exception [INFO]2023-08-17 13:29:20,642 pattern_ranker.py:582: 2023-01-29 10:04:34 Inject Ground Truth: ts-travel-service-64469b5b48-25zj6, exception score 1 [INFO]2023-08-17 13:29:20,642 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: t.s.TravelServiceImpl#457, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:20,642 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:20,644 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 0.875, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:20,644 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 0.875, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:20,645 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-auth-service HTTP GET end, score: 0.8, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:29:20,646 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, score: 0.8, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:29:20,647 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-auth-service /api/v1/users/login start, score: 0.8, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:29:20,647 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#346, target: p.s.PreserveServiceImpl#57, score: 0.7777777777777778, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:20,647 pattern_ranker.py:607: source :ts-preserve-service HTTP GET start, target: ts-security-service /api/v1/securityservice/securityConfigs/{accountId} start, score: 0.7777777777777778, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:20,647 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: t.s.TravelServiceImpl#392, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:20,647 pattern_ranker.py:608: [INFO]2023-08-17 13:29:24,525 data_integrate.py:481: [] [INFO]2023-08-17 13:29:25,416 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:27,081 pattern_ranker.py:198: Soted Result List: [{'events': '115_114', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '387_388', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '549_551', 'score': 0.9, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '662_663', 'score': 0.875, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 0.875, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '323_333', 'score': 0.7837837837837838, 'deepth': 6, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '207_215', 'score': 0.7761194029850746, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '328_333', 'score': 0.7727272727272727, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '55_613', 'score': 0.7719298245614035, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '208_215', 'score': 0.7647058823529411, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '206_217', 'score': 0.7603305785123967, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '611_117', 'score': 0.7586206896551724, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '632_633', 'score': 0.7586206896551724, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '207_206', 'score': 0.7575757575757576, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '331_333', 'score': 0.7555555555555555, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '119_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '611_128', 'score': 0.75, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '132_145', 'score': 0.7407407407407407, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '459_461', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '319_321', 'score': 0.7142857142857143, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '309_308', 'score': 0.7142857142857143, 'deepth': 4, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '486_487', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_33', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '310_319', 'score': 0.7, 'deepth': 4, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '450_452', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '82_83', 'score': 0.6923076923076923, 'deepth': 10, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '82_84', 'score': 0.6923076923076923, 'deepth': 10, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '309_319', 'score': 0.6923076923076923, 'deepth': 4, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '612_128', 'score': 0.6875, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '1_450', 'score': 0.6818181818181818, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}] [INFO]2023-08-17 13:29:27,090 pattern_ranker.py:551: 2023-01-29 10:12:48 Inject RCA Pod Result: [INFO]2023-08-17 13:29:27,090 pattern_ranker.py:553: 2023-01-29 10:12:48 Inject Ground Truth: ts-travel-service-64469b5b48-25zj6, exception [INFO]2023-08-17 13:29:27,090 pattern_ranker.py:582: 2023-01-29 10:12:48 Inject Ground Truth: ts-travel-service-64469b5b48-25zj6, exception score 1 [INFO]2023-08-17 13:29:27,091 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: t.s.TravelServiceImpl#457, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:27,091 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:29:27,092 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:29:27,092 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:27,093 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.9, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:29:27,094 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 0.875, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:27,094 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 0.875, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:27,095 pattern_ranker.py:607: source :ts-basic-service BasicController.queryForTravels start, target: ts-basic-service HTTP POST start, score: 0.7837837837837838, deepth: 6, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:29:27,095 pattern_ranker.py:607: source :s.s.SeatServiceImpl#137, target: ts-seat-service HTTP POST start, score: 0.7761194029850746, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:29:27,096 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#418, target: ts-basic-service HTTP POST start, score: 0.7727272727272727, deepth: 7, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:29:27,096 pattern_ranker.py:608: [INFO]2023-08-17 13:29:29,807 data_integrate.py:481: [] [INFO]2023-08-17 13:29:30,526 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:32,650 pattern_ranker.py:198: Soted Result List: [{'events': '115_114', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_487', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '450_452', 'score': 1.0, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '132_145', 'score': 0.9090909090909091, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '82_83', 'score': 0.9, 'deepth': 10, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '82_84', 'score': 0.9, 'deepth': 10, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '309_319', 'score': 0.9, 'deepth': 4, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '61_62', 'score': 0.8888888888888888, 'deepth': 10, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '61_67', 'score': 0.8888888888888888, 'deepth': 10, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '205_217', 'score': 0.8888888888888888, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '41_42', 'score': 0.8888888888888888, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '88_89', 'score': 0.8888888888888888, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '88_90', 'score': 0.8888888888888888, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '41_43', 'score': 0.8888888888888888, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '41_77', 'score': 0.8888888888888888, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '33_34', 'score': 0.8888888888888888, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '33_35', 'score': 0.8888888888888888, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-mrzv2'}, {'events': '215_369', 'score': 0.8823529411764706, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '207_215', 'score': 0.8813559322033898, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '192_193', 'score': 0.875, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '192_194', 'score': 0.875, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '130_131', 'score': 0.875, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '130_132', 'score': 0.875, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '102_103', 'score': 0.875, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '102_104', 'score': 0.875, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '102_106', 'score': 0.875, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '94_95', 'score': 0.875, 'deepth': 5, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '94_96', 'score': 0.875, 'deepth': 5, 'pod': 'ts-contacts-service-866bd68c97-xcqfx'}, {'events': '29_33', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 0.875, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.875, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '29_30', 'score': 0.8666666666666667, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '55_54', 'score': 0.8571428571428571, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '119_118', 'score': 0.8571428571428571, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '115_128', 'score': 0.8571428571428571, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '31_32', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '29_94', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_110', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '301_302', 'score': 0.8571428571428571, 'deepth': 2, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '208_215', 'score': 0.8478260869565217, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '202_215', 'score': 0.8461538461538461, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '207_368', 'score': 0.8333333333333334, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '611_117', 'score': 0.7857142857142857, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '612_128', 'score': 0.7857142857142857, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '632_633', 'score': 0.7857142857142857, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '329_333', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '331_333', 'score': 0.7727272727272727, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '611_128', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '5_616', 'score': 0.7272727272727273, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '309_308', 'score': 0.7142857142857143, 'deepth': 4, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '1_450', 'score': 0.7142857142857143, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '549_551', 'score': 0.6923076923076923, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}] [INFO]2023-08-17 13:29:32,656 pattern_ranker.py:551: 2023-01-29 10:20:10 Inject RCA Pod Result: [INFO]2023-08-17 13:29:32,656 pattern_ranker.py:553: 2023-01-29 10:20:10 Inject Ground Truth: ts-travel-service-64469b5b48-25zj6, exception [INFO]2023-08-17 13:29:32,656 pattern_ranker.py:582: 2023-01-29 10:20:10 Inject Ground Truth: ts-travel-service-64469b5b48-25zj6, exception score 1 [INFO]2023-08-17 13:29:32,656 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: t.s.TravelServiceImpl#457, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:32,657 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:32,658 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-route-service /api/v1/routeservice/routes/{routeId} start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:32,658 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:32,659 pattern_ranker.py:607: source :ts-gateway-service HTTP GET start, target: ts-food-service /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId} start, score: 1.0, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:29:32,659 pattern_ranker.py:607: source :ts-basic-service BasicController.queryForTravel start, target: ts-basic-service HTTP GET start, score: 0.9090909090909091, deepth: 9, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:29:32,659 pattern_ranker.py:607: source :ts-order-other-service OrderOtherRepository.findByAccountId start, target: ts-order-other-service OrderOtherRepository.findByAccountId end, score: 0.9, deepth: 10, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:29:32,659 pattern_ranker.py:607: source :ts-order-other-service OrderOtherRepository.findByAccountId start, target: ts-order-other-service SELECT Order start, score: 0.9, deepth: 10, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:29:32,660 pattern_ranker.py:607: source :t.s.TravelServiceImpl#260, target: ts-travel2-service HTTP POST start, score: 0.9, deepth: 4, pod ts-travel2-service-5c66d57d58-6mp2b [INFO]2023-08-17 13:29:32,660 pattern_ranker.py:607: source :ts-order-service OrderRepository.findByAccountId start, target: ts-order-service OrderRepository.findByAccountId end, score: 0.8888888888888888, deepth: 10, pod ts-order-service-5b67c48447-mv5hb [INFO]2023-08-17 13:29:32,660 pattern_ranker.py:608: [INFO]2023-08-17 13:29:39,555 data_integrate.py:481: [] [INFO]2023-08-17 13:29:41,095 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:41,364 pattern_ranker.py:198: Soted Result List: [{'events': '306_305', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '119_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '549_551', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '387_388', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '29_33', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '612_128', 'score': 0.6875, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}] [INFO]2023-08-17 13:29:41,375 pattern_ranker.py:551: 2023-01-29 10:26:20 Inject RCA Pod Result: [INFO]2023-08-17 13:29:41,375 pattern_ranker.py:553: 2023-01-29 10:26:20 Inject Ground Truth: ts-travel2-service-5c66d57d58-6mp2b, exception [INFO]2023-08-17 13:29:41,376 pattern_ranker.py:582: 2023-01-29 10:26:20 Inject Ground Truth: ts-travel2-service-5c66d57d58-6mp2b, exception score 1 [INFO]2023-08-17 13:29:41,377 pattern_ranker.py:607: source :t.s.TravelServiceImpl#366, target: t.s.TravelServiceImpl#372, score: 1.0, deepth: 7, pod ts-travel2-service-5c66d57d58-6mp2b [INFO]2023-08-17 13:29:41,377 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:41,377 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:41,378 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:41,378 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:41,379 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.8181818181818182, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:29:41,380 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 0.75, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:29:41,381 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 0.7, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:29:41,382 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 0.7, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:29:41,382 pattern_ranker.py:607: source :ts-preserve-service HTTP GET start, target: ts-security-service /api/v1/securityservice/securityConfigs/{accountId} start, score: 0.7, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:41,382 pattern_ranker.py:608: [INFO]2023-08-17 13:29:47,777 data_integrate.py:481: [] [INFO]2023-08-17 13:29:49,190 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:49,775 pattern_ranker.py:198: Soted Result List: [{'events': '306_305', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '329_333', 'score': 0.8235294117647058, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '459_461', 'score': 0.8, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '116_128', 'score': 0.7692307692307693, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '551_553', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '5_616', 'score': 0.7272727272727273, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '486_487', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '450_452', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '551_552', 'score': 0.68, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}] [INFO]2023-08-17 13:29:49,787 pattern_ranker.py:551: 2023-01-29 10:45:10 Inject RCA Pod Result: [INFO]2023-08-17 13:29:49,787 pattern_ranker.py:553: 2023-01-29 10:45:10 Inject Ground Truth: ts-travel2-service-5c66d57d58-6mp2b, exception [INFO]2023-08-17 13:29:49,787 pattern_ranker.py:582: 2023-01-29 10:45:10 Inject Ground Truth: ts-travel2-service-5c66d57d58-6mp2b, exception score 1 [INFO]2023-08-17 13:29:49,788 pattern_ranker.py:607: source :t.s.TravelServiceImpl#366, target: t.s.TravelServiceImpl#372, score: 1.0, deepth: 7, pod ts-travel2-service-5c66d57d58-6mp2b [INFO]2023-08-17 13:29:49,788 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:49,789 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:49,790 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:49,791 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 0.8571428571428571, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:29:49,791 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#405, target: ts-basic-service HTTP POST start, score: 0.8235294117647058, deepth: 7, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:29:49,792 pattern_ranker.py:607: source :f.s.FoodServiceImpl#214, target: ts-food-service HTTP GET start, score: 0.8, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:29:49,792 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 0.7692307692307693, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:49,792 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:49,793 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-order-service /api/v1/orderservice/order/{orderId} start, score: 0.7272727272727273, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:29:49,793 pattern_ranker.py:608: [INFO]2023-08-17 13:29:57,461 data_integrate.py:481: [] [INFO]2023-08-17 13:29:58,882 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:29:59,476 pattern_ranker.py:198: Soted Result List: [{'events': '306_305', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-6mp2b'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '115_128', 'score': 0.8571428571428571, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '205_217', 'score': 0.8, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '620_621', 'score': 0.8, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '620_622', 'score': 0.8, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '5_616', 'score': 0.8, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '116_128', 'score': 0.7692307692307693, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '551_553', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '551_552', 'score': 0.7083333333333334, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '387_388', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '114_117', 'score': 0.6875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}] [INFO]2023-08-17 13:29:59,488 pattern_ranker.py:551: 2023-01-29 10:50:16 Inject RCA Pod Result: [INFO]2023-08-17 13:29:59,488 pattern_ranker.py:553: 2023-01-29 10:50:16 Inject Ground Truth: ts-travel2-service-5c66d57d58-6mp2b, exception [INFO]2023-08-17 13:29:59,488 pattern_ranker.py:582: 2023-01-29 10:50:16 Inject Ground Truth: ts-travel2-service-5c66d57d58-6mp2b, exception score 1 [INFO]2023-08-17 13:29:59,489 pattern_ranker.py:607: source :t.s.TravelServiceImpl#366, target: t.s.TravelServiceImpl#372, score: 1.0, deepth: 7, pod ts-travel2-service-5c66d57d58-6mp2b [INFO]2023-08-17 13:29:59,489 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:59,490 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:59,491 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:29:59,491 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 0.8571428571428571, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:59,491 pattern_ranker.py:607: source :s.s.SeatServiceImpl#151, target: ts-seat-service HTTP GET start, score: 0.8, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:29:59,492 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-auth-service HTTP GET end, score: 0.8, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:29:59,493 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, score: 0.8, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:29:59,494 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-auth-service /api/v1/users/login start, score: 0.8, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:29:59,494 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 0.7692307692307693, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:29:59,494 pattern_ranker.py:608: [INFO]2023-08-17 13:30:07,135 data_integrate.py:481: [] [INFO]2023-08-17 13:30:08,680 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:30:09,137 pattern_ranker.py:198: Soted Result List: [{'events': '353_355', 'score': 1.0, 'deepth': 9, 'pod': 'ts-route-service-b6c59fb57-zv8dt'}, {'events': '387_388', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 1.0, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '549_551', 'score': 0.9, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '601_620', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '205_217', 'score': 0.8, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '612_128', 'score': 0.6875, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}] [INFO]2023-08-17 13:30:09,147 pattern_ranker.py:551: 2023-01-29 10:56:45 Inject RCA Pod Result: [INFO]2023-08-17 13:30:09,147 pattern_ranker.py:553: 2023-01-29 10:56:45 Inject Ground Truth: ts-route-service-b6c59fb57-zv8dt, exception [INFO]2023-08-17 13:30:09,147 pattern_ranker.py:582: 2023-01-29 10:56:45 Inject Ground Truth: ts-route-service-b6c59fb57-zv8dt, exception score 1 [INFO]2023-08-17 13:30:09,148 pattern_ranker.py:607: source :ts-route-service RouteController.queryByIds start, target: r.c.RouteController#53, score: 1.0, deepth: 9, pod ts-route-service-b6c59fb57-zv8dt [INFO]2023-08-17 13:30:09,149 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:30:09,149 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 1.0, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:30:09,149 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:09,150 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:09,151 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:09,152 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.9, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:30:09,153 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 0.8571428571428571, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:30:09,153 pattern_ranker.py:607: source :s.s.SeatServiceImpl#151, target: ts-seat-service HTTP GET start, score: 0.8, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:30:09,154 pattern_ranker.py:607: source :t.c.TravelController#122, target: ts-travel-service HTTP POST start, score: 0.6875, deepth: 4, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:09,154 pattern_ranker.py:608: [INFO]2023-08-17 13:30:15,117 data_integrate.py:481: [] [INFO]2023-08-17 13:30:16,241 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:30:17,058 pattern_ranker.py:198: Soted Result List: [{'events': '353_355', 'score': 1.0, 'deepth': 9, 'pod': 'ts-route-service-b6c59fb57-zv8dt'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '549_551', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '565_566', 'score': 0.8, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '565_567', 'score': 0.8, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '565_71', 'score': 0.8, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '29_33', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '140_145', 'score': 0.75, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '119_118', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '114_113', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '115_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_94', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_110', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '205_217', 'score': 0.7272727272727273, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '601_626', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '132_145', 'score': 0.7142857142857143, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '1_450', 'score': 0.6818181818181818, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}] [INFO]2023-08-17 13:30:17,067 pattern_ranker.py:551: 2023-01-29 11:04:05 Inject RCA Pod Result: [INFO]2023-08-17 13:30:17,067 pattern_ranker.py:553: 2023-01-29 11:04:05 Inject Ground Truth: ts-route-service-b6c59fb57-zv8dt, exception [INFO]2023-08-17 13:30:17,067 pattern_ranker.py:582: 2023-01-29 11:04:05 Inject Ground Truth: ts-route-service-b6c59fb57-zv8dt, exception score 1 [INFO]2023-08-17 13:30:17,068 pattern_ranker.py:607: source :ts-route-service RouteController.queryByIds start, target: r.c.RouteController#53, score: 1.0, deepth: 9, pod ts-route-service-b6c59fb57-zv8dt [INFO]2023-08-17 13:30:17,068 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:17,069 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:17,070 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:17,071 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.8181818181818182, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:30:17,072 pattern_ranker.py:607: source :ts-order-service OrderRepository.findById start, target: ts-order-service OrderRepository.findById end, score: 0.8, deepth: 7, pod ts-order-service-5b67c48447-mv5hb [INFO]2023-08-17 13:30:17,072 pattern_ranker.py:607: source :ts-order-service OrderRepository.findById start, target: ts-order-service Session.find order.entity.Order start, score: 0.8, deepth: 7, pod ts-order-service-5b67c48447-mv5hb [INFO]2023-08-17 13:30:17,073 pattern_ranker.py:607: source :ts-order-service OrderRepository.findById start, target: ts-order-service Transaction.commit start, score: 0.8, deepth: 7, pod ts-order-service-5b67c48447-mv5hb [INFO]2023-08-17 13:30:17,073 pattern_ranker.py:607: source :ts-preserve-service HTTP GET start, target: ts-security-service /api/v1/securityservice/securityConfigs/{accountId} start, score: 0.7777777777777778, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:17,073 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-preserve-service /api/v1/preserveservice/preserve start, score: 0.7777777777777778, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:30:17,073 pattern_ranker.py:608: [INFO]2023-08-17 13:30:24,195 data_integrate.py:481: [] [INFO]2023-08-17 13:30:25,642 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:30:26,177 pattern_ranker.py:198: Soted Result List: [{'events': '353_355', 'score': 1.0, 'deepth': 9, 'pod': 'ts-route-service-b6c59fb57-zv8dt'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '205_217', 'score': 0.7272727272727273, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '5_616', 'score': 0.7272727272727273, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '486_487', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '461_462', 'score': 0.7, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '461_465', 'score': 0.7, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '461_478', 'score': 0.7, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '450_452', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}] [INFO]2023-08-17 13:30:26,189 pattern_ranker.py:551: 2023-01-29 11:13:56 Inject RCA Pod Result: [INFO]2023-08-17 13:30:26,189 pattern_ranker.py:553: 2023-01-29 11:13:56 Inject Ground Truth: ts-route-service-b6c59fb57-zv8dt, exception [INFO]2023-08-17 13:30:26,190 pattern_ranker.py:582: 2023-01-29 11:13:56 Inject Ground Truth: ts-route-service-b6c59fb57-zv8dt, exception score 1 [INFO]2023-08-17 13:30:26,191 pattern_ranker.py:607: source :ts-route-service RouteController.queryByIds start, target: r.c.RouteController#53, score: 1.0, deepth: 9, pod ts-route-service-b6c59fb57-zv8dt [INFO]2023-08-17 13:30:26,191 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:26,192 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:26,193 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:26,194 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 0.75, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:30:26,194 pattern_ranker.py:607: source :s.s.SeatServiceImpl#151, target: ts-seat-service HTTP GET start, score: 0.7272727272727273, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:30:26,195 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-auth-service /api/v1/users/login start, score: 0.7272727272727273, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:30:26,196 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 0.7, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:26,196 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-route-service /api/v1/routeservice/routes/{routeId} start, score: 0.7, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:26,197 pattern_ranker.py:607: source :ts-food-service HTTP GET start, target: ts-food-service HTTP GET end, score: 0.7, deepth: 4, pod ts-food-service-f5756978c-k8vqf [INFO]2023-08-17 13:30:26,197 pattern_ranker.py:608: [INFO]2023-08-17 13:30:33,051 data_integrate.py:481: [] [INFO]2023-08-17 13:30:34,491 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:30:34,998 pattern_ranker.py:198: Soted Result List: [{'events': '188_362', 'score': 1.0, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 1.0, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '116_128', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '114_117', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '140_145', 'score': 0.75, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '55_613', 'score': 0.6984126984126984, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}] [INFO]2023-08-17 13:30:35,008 pattern_ranker.py:551: 2023-01-29 11:19:59 Inject RCA Pod Result: [INFO]2023-08-17 13:30:35,008 pattern_ranker.py:553: 2023-01-29 11:19:59 Inject Ground Truth: ts-price-service-76846864d9-g465z, exception [INFO]2023-08-17 13:30:35,009 pattern_ranker.py:582: 2023-01-29 11:19:59 Inject Ground Truth: ts-price-service-76846864d9-g465z, exception score 1 [INFO]2023-08-17 13:30:35,009 pattern_ranker.py:607: source :ts-price-service PriceController.query start, target: p.c.PriceController#46, score: 1.0, deepth: 12, pod ts-price-service-76846864d9-g465z [INFO]2023-08-17 13:30:35,010 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:35,011 pattern_ranker.py:607: source :a.c.UserController#43, target: ts-auth-service HTTP GET start, score: 1.0, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:30:35,012 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:35,012 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:35,012 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 0.8333333333333334, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:35,013 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.7857142857142857, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:35,013 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#438, target: ts-basic-service HTTP GET start, score: 0.75, deepth: 10, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:30:35,013 pattern_ranker.py:607: source :o.c.OrderController#39, target: o.s.OrderServiceImpl#68, score: 0.6984126984126984, deepth: 13, pod ts-order-service-5b67c48447-mv5hb [INFO]2023-08-17 13:30:35,013 pattern_ranker.py:608: [INFO]2023-08-17 13:30:40,547 data_integrate.py:481: [] [INFO]2023-08-17 13:30:41,535 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:30:42,068 pattern_ranker.py:198: Soted Result List: [{'events': '188_362', 'score': 1.0, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '551_553', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '551_552', 'score': 0.85, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '549_551', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-zqvjb'}, {'events': '387_388', 'score': 0.7777777777777778, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7777777777777778, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '115_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '207_215', 'score': 0.6842105263157895, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}] [INFO]2023-08-17 13:30:42,078 pattern_ranker.py:551: 2023-01-29 11:29:03 Inject RCA Pod Result: [INFO]2023-08-17 13:30:42,078 pattern_ranker.py:553: 2023-01-29 11:29:03 Inject Ground Truth: ts-price-service-76846864d9-g465z, exception [INFO]2023-08-17 13:30:42,079 pattern_ranker.py:582: 2023-01-29 11:29:03 Inject Ground Truth: ts-price-service-76846864d9-g465z, exception score 1 [INFO]2023-08-17 13:30:42,079 pattern_ranker.py:607: source :ts-price-service PriceController.query start, target: p.c.PriceController#46, score: 1.0, deepth: 12, pod ts-price-service-76846864d9-g465z [INFO]2023-08-17 13:30:42,079 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:42,080 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-order-service /api/v1/orderservice/order/{orderId} start, score: 0.8888888888888888, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:30:42,081 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-execute-service HTTP GET end, score: 0.85, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:30:42,082 pattern_ranker.py:607: source :e.s.ExecuteServiceImpl#164, target: ts-execute-service HTTP GET start, score: 0.8181818181818182, deepth: 4, pod ts-execute-service-775f544d9-zqvjb [INFO]2023-08-17 13:30:42,083 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 0.7777777777777778, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:30:42,083 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 0.7777777777777778, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:30:42,084 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:42,084 pattern_ranker.py:607: source :s.s.SeatServiceImpl#137, target: ts-seat-service HTTP POST start, score: 0.6842105263157895, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:30:42,084 pattern_ranker.py:608: [INFO]2023-08-17 13:30:46,224 data_integrate.py:481: [] [INFO]2023-08-17 13:30:47,229 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:30:49,772 pattern_ranker.py:198: Soted Result List: [{'events': '188_362', 'score': 1.0, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-g465z'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '205_217', 'score': 0.8888888888888888, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '399_400', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '399_403', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '399_405', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '202_215', 'score': 0.7857142857142857, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '323_333', 'score': 0.7837837837837838, 'deepth': 6, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '329_333', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '486_487', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '387_388', 'score': 0.7777777777777778, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7777777777777778, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '461_462', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '461_465', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '461_478', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '29_33', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '450_452', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '5_7', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '611_128', 'score': 0.7741935483870968, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '116_128', 'score': 0.7692307692307693, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '114_635', 'score': 0.7586206896551724, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '611_117', 'score': 0.7586206896551724, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '632_633', 'score': 0.7586206896551724, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_118', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '114_113', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '115_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_94', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_110', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '31_130', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '601_620', 'score': 0.75, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '207_206', 'score': 0.746268656716418, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '55_613', 'score': 0.7457627118644068, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '132_145', 'score': 0.7407407407407407, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '612_128', 'score': 0.7333333333333333, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '207_215', 'score': 0.7222222222222222, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '182_183', 'score': 0.70703125, 'deepth': 13, 'pod': 'ts-route-service-b6c59fb57-zv8dt'}, {'events': '184_185', 'score': 0.70703125, 'deepth': 13, 'pod': 'ts-route-service-b6c59fb57-zv8dt'}] [INFO]2023-08-17 13:30:49,780 pattern_ranker.py:551: 2023-01-29 11:36:06 Inject RCA Pod Result: [INFO]2023-08-17 13:30:49,780 pattern_ranker.py:553: 2023-01-29 11:36:06 Inject Ground Truth: ts-price-service-76846864d9-g465z, exception [INFO]2023-08-17 13:30:49,780 pattern_ranker.py:582: 2023-01-29 11:36:06 Inject Ground Truth: ts-price-service-76846864d9-g465z, exception score 1 [INFO]2023-08-17 13:30:49,781 pattern_ranker.py:607: source :ts-price-service PriceController.query start, target: p.c.PriceController#46, score: 1.0, deepth: 12, pod ts-price-service-76846864d9-g465z [INFO]2023-08-17 13:30:49,781 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:49,782 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:49,782 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:49,783 pattern_ranker.py:607: source :s.s.SeatServiceImpl#151, target: ts-seat-service HTTP GET start, score: 0.8888888888888888, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:30:49,783 pattern_ranker.py:607: source :ts-order-other-service OrderOtherRepository.findById start, target: ts-order-other-service OrderOtherRepository.findById end, score: 0.8333333333333334, deepth: 7, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:30:49,784 pattern_ranker.py:607: source :ts-order-other-service OrderOtherRepository.findById start, target: ts-order-other-service Session.find other.entity.Order start, score: 0.8333333333333334, deepth: 7, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:30:49,785 pattern_ranker.py:607: source :ts-order-other-service OrderOtherRepository.findById start, target: ts-order-other-service Transaction.commit start, score: 0.8333333333333334, deepth: 7, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:30:49,785 pattern_ranker.py:607: source :ts-seat-service SeatController.getLeftTicketOfInterval start, target: ts-seat-service HTTP POST start, score: 0.7857142857142857, deepth: 9, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:30:49,786 pattern_ranker.py:607: source :ts-basic-service BasicController.queryForTravels start, target: ts-basic-service HTTP POST start, score: 0.7837837837837838, deepth: 6, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:30:49,786 pattern_ranker.py:608: [INFO]2023-08-17 13:30:55,776 data_integrate.py:481: [{'pod': 'ts-contacts-service-866bd68c97-xcqfx', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:30:56,872 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:30:57,934 pattern_ranker.py:198: Soted Result List: [{'events': '102_103', 'score': 1.0, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-xcqfx', 'resource': 'CpuUsageRate(%)'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '611_128', 'score': 0.7741935483870968, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '117_128', 'score': 0.7681159420289855, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '119_611', 'score': 0.7586206896551724, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '114_635', 'score': 0.7586206896551724, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '5_632', 'score': 0.7586206896551724, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '206_217', 'score': 0.7540983606557377, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '55_613', 'score': 0.7457627118644068, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-mv5hb'}, {'events': '207_206', 'score': 0.7352941176470589, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '459_461', 'score': 0.7272727272727273, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf'}, {'events': '215_45', 'score': 0.7194244604316546, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}, {'events': '486_487', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '29_33', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '450_452', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '202_215', 'score': 0.6875, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-tdsdz'}] [INFO]2023-08-17 13:30:57,944 pattern_ranker.py:551: 2023-01-29 13:31:54 Inject RCA Pod Result: [INFO]2023-08-17 13:30:57,945 pattern_ranker.py:553: 2023-01-29 13:31:54 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, cpu_contention [INFO]2023-08-17 13:30:57,945 pattern_ranker.py:566: 2023-01-29 13:31:54 Inject Ground Truth: ts-contacts-service-866bd68c97-xcqfx, cpu_contention score 1 [INFO]2023-08-17 13:30:57,945 pattern_ranker.py:604: source :ts-contacts-service ContactsRepository.findById start, target: ts-contacts-service ContactsRepository.findById end, score: 1.0, deepth: 7, pod ts-contacts-service-866bd68c97-xcqfx, resource CpuUsageRate(%) [INFO]2023-08-17 13:30:57,945 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:57,946 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:57,947 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:30:57,947 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service HTTP POST start, score: 0.7741935483870968, deepth: 4, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:57,947 pattern_ranker.py:607: source :t.s.TravelServiceImpl#548, target: ts-travel-service HTTP POST start, score: 0.7681159420289855, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:57,948 pattern_ranker.py:607: source :t.s.TravelServiceImpl#487, target: t.s.TravelServiceImpl#343, score: 0.7586206896551724, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:57,949 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: ts-travel-service TravelController.queryInfo end, score: 0.7586206896551724, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:30:57,949 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-travel-service /api/v1/travelservice/trips/left start, score: 0.7586206896551724, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:30:57,950 pattern_ranker.py:607: source :s.s.SeatServiceImpl#139, target: ts-seat-service HTTP GET start, score: 0.7540983606557377, deepth: 10, pod ts-seat-service-5c95b49cff-tdsdz [INFO]2023-08-17 13:30:57,950 pattern_ranker.py:608: [INFO]2023-08-17 13:31:05,666 data_integrate.py:481: [{'pod': 'ts-verification-code-service-7b6dc75c45-2z9p2', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:31:07,247 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:31:07,467 pattern_ranker.py:198: Soted Result List: [{'events': '622_623', 'score': 1.0, 'deepth': 5, 'pod': 'ts-verification-code-service-7b6dc75c45-2z9p2', 'resource': 'CpuUsageRate(%)'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '662_663', 'score': 1.0, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '620_621', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '620_622', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-k7b9j'}, {'events': '5_616', 'score': 0.8888888888888888, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '387_388', 'score': 0.7777777777777778, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}, {'events': '387_391', 'score': 0.7777777777777778, 'deepth': 5, 'pod': 'ts-order-other-service-6cdbf9b4cc-h7mqk'}] [INFO]2023-08-17 13:31:07,481 pattern_ranker.py:551: 2023-01-29 14:23:31 Inject RCA Pod Result: [INFO]2023-08-17 13:31:07,481 pattern_ranker.py:553: 2023-01-29 14:23:31 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, cpu_contention [INFO]2023-08-17 13:31:07,481 pattern_ranker.py:566: 2023-01-29 14:23:31 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-2z9p2, cpu_contention score 1 [INFO]2023-08-17 13:31:07,482 pattern_ranker.py:604: source :ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} end, score: 1.0, deepth: 5, pod ts-verification-code-service-7b6dc75c45-2z9p2, resource CpuUsageRate(%) [INFO]2023-08-17 13:31:07,482 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:31:07,483 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:31:07,484 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:31:07,485 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-auth-service HTTP GET end, score: 0.8888888888888888, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:31:07,486 pattern_ranker.py:607: source :ts-auth-service HTTP GET start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, score: 0.8888888888888888, deepth: 4, pod ts-auth-service-7f8d7d756d-k7b9j [INFO]2023-08-17 13:31:07,487 pattern_ranker.py:607: source :ts-gateway-service HTTP POST start, target: ts-auth-service /api/v1/users/login start, score: 0.8888888888888888, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:31:07,487 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} end, score: 0.7777777777777778, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:31:07,488 pattern_ranker.py:607: source :ts-order-other-service /api/v1/orderOtherService/orderOther/{orderId} start, target: ts-order-other-service OrderOtherController.getOrderById start, score: 0.7777777777777778, deepth: 5, pod ts-order-other-service-6cdbf9b4cc-h7mqk [INFO]2023-08-17 13:31:07,488 pattern_ranker.py:608: [INFO]2023-08-17 13:31:13,239 data_integrate.py:481: [{'pod': 'ts-food-service-f5756978c-k8vqf', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:31:14,293 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:31:14,771 pattern_ranker.py:198: Soted Result List: [{'events': '115_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '461_462', 'score': 1.0, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-k8vqf', 'resource': 'CpuUsageRate(%)'}, {'events': '20_10', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '116_128', 'score': 0.9090909090909091, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_487', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '486_169', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}, {'events': '662_663', 'score': 0.875, 'deepth': 3, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '7_609', 'score': 0.875, 'deepth': 2, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '450_452', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}, {'events': '140_145', 'score': 0.75, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '132_145', 'score': 0.7407407407407407, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '29_33', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs'}, {'events': '5_7', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-h5m2n'}] [INFO]2023-08-17 13:31:14,781 pattern_ranker.py:551: 2023-01-29 14:49:57 Inject RCA Pod Result: [INFO]2023-08-17 13:31:14,782 pattern_ranker.py:553: 2023-01-29 14:49:57 Inject Ground Truth: ts-food-service-f5756978c-k8vqf, cpu_contention [INFO]2023-08-17 13:31:14,782 pattern_ranker.py:566: 2023-01-29 14:49:57 Inject Ground Truth: ts-food-service-f5756978c-k8vqf, cpu_contention score 2 [INFO]2023-08-17 13:31:14,782 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:31:14,783 pattern_ranker.py:604: source :ts-food-service HTTP GET start, target: ts-food-service HTTP GET end, score: 1.0, deepth: 4, pod ts-food-service-f5756978c-k8vqf, resource CpuUsageRate(%) [INFO]2023-08-17 13:31:14,783 pattern_ranker.py:607: source :p.s.PreserveServiceImpl#142, target: ts-preserve-service PreserveController.preserve end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:31:14,783 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 0.9090909090909091, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:31:14,784 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-travel-service HTTP GET end, score: 0.875, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:31:14,784 pattern_ranker.py:607: source :ts-travel-service HTTP GET start, target: ts-route-service /api/v1/routeservice/routes/{routeId} start, score: 0.875, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:31:14,785 pattern_ranker.py:607: source :ts-preserve-service BasicErrorController.error start, target: ts-preserve-service BasicErrorController.error end, score: 0.875, deepth: 3, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:31:14,786 pattern_ranker.py:607: source :ts-preserve-service /api/v1/preserveservice/preserve start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 0.875, deepth: 2, pod ts-preserve-service-b5ccf8557-j4txs [INFO]2023-08-17 13:31:14,787 pattern_ranker.py:607: source :ts-gateway-service HTTP GET start, target: ts-food-service /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId} start, score: 0.7777777777777778, deepth: 1, pod ts-gateway-service-6f6cfc45b-h5m2n [INFO]2023-08-17 13:31:14,787 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#438, target: ts-basic-service HTTP GET start, score: 0.75, deepth: 10, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:31:14,787 pattern_ranker.py:608: [INFO]2023-08-17 13:31:24,233 data_integrate.py:481: [{'pod': 'ts-preserve-service-b5ccf8557-j4txs', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:31:26,410 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:31:26,559 pattern_ranker.py:198: Soted Result List: [{'events': '29_30', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-service-b5ccf8557-j4txs', 'resource': 'CpuUsageRate(%)'}, {'events': '132_145', 'score': 0.7692307692307693, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '140_145', 'score': 0.75, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-46997'}, {'events': '115_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-25zj6'}] [INFO]2023-08-17 13:31:26,577 pattern_ranker.py:551: 2023-01-29 15:42:00 Inject RCA Pod Result: [INFO]2023-08-17 13:31:26,577 pattern_ranker.py:553: 2023-01-29 15:42:00 Inject Ground Truth: ts-preserve-service-b5ccf8557-j4txs, cpu_contention [INFO]2023-08-17 13:31:26,577 pattern_ranker.py:566: 2023-01-29 15:42:00 Inject Ground Truth: ts-preserve-service-b5ccf8557-j4txs, cpu_contention score 1 [INFO]2023-08-17 13:31:26,577 pattern_ranker.py:604: source :ts-preserve-service HTTP GET start, target: ts-preserve-service HTTP GET end, score: 1.0, deepth: 4, pod ts-preserve-service-b5ccf8557-j4txs, resource CpuUsageRate(%) [INFO]2023-08-17 13:31:26,577 pattern_ranker.py:607: source :ts-basic-service BasicController.queryForTravel start, target: ts-basic-service HTTP GET start, score: 0.7692307692307693, deepth: 9, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:31:26,578 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#438, target: ts-basic-service HTTP GET start, score: 0.75, deepth: 10, pod ts-basic-service-5dc8d4f9fd-46997 [INFO]2023-08-17 13:31:26,578 pattern_ranker.py:607: source :t.s.TravelServiceImpl#451, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-25zj6 [INFO]2023-08-17 13:31:26,578 pattern_ranker.py:608: [INFO]2023-08-17 13:31:33,059 data_integrate.py:481: [] [INFO]2023-08-17 13:31:34,626 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:31:39,722 data_integrate.py:481: [{'pod': 'ts-contacts-service-866bd68c97-dzqgd', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:31:40,743 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:31:42,719 pattern_ranker.py:198: Soted Result List: [{'events': '102_103', 'score': 1.0, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd', 'resource': 'NetworkP90(ms)'}, {'events': '102_106', 'score': 1.0, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd', 'resource': 'NetworkP90(ms)'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '141_145', 'score': 0.8571428571428571, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '114_128', 'score': 0.8181818181818182, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '269_270', 'score': 0.8, 'deepth': 9, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '273_275', 'score': 0.8, 'deepth': 7, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '295_296', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '295_297', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '282_283', 'score': 0.7857142857142857, 'deepth': 5, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '282_292', 'score': 0.7857142857142857, 'deepth': 5, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '188_192', 'score': 0.7647058823529411, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '202_215', 'score': 0.75, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '65_66', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_69', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_71', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '528_82', 'score': 0.75, 'deepth': 6, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '650_651', 'score': 0.75, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '513_523', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '511_523', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '130_131', 'score': 0.7272727272727273, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '130_132', 'score': 0.7272727272727273, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '200_201', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '200_209', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '374_527', 'score': 0.7, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.7, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.7, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '620_621', 'score': 0.7, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '620_622', 'score': 0.7, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '504_503', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_616', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '5_499', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '368_215', 'score': 0.6875, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:31:42,729 pattern_ranker.py:551: 2023-01-30 11:51:46 Inject RCA Pod Result: [INFO]2023-08-17 13:31:42,729 pattern_ranker.py:553: 2023-01-30 11:51:46 Inject Ground Truth: ts-contacts-service-866bd68c97-dzqgd, network_delay [INFO]2023-08-17 13:31:42,729 pattern_ranker.py:566: 2023-01-30 11:51:46 Inject Ground Truth: ts-contacts-service-866bd68c97-dzqgd, network_delay score 1 [INFO]2023-08-17 13:31:42,730 pattern_ranker.py:604: source :ts-contacts-service ContactsRepository.findById start, target: ts-contacts-service ContactsRepository.findById end, score: 1.0, deepth: 7, pod ts-contacts-service-866bd68c97-dzqgd, resource NetworkP90(ms) [INFO]2023-08-17 13:31:42,730 pattern_ranker.py:604: source :ts-contacts-service ContactsRepository.findById start, target: ts-contacts-service Transaction.commit start, score: 1.0, deepth: 7, pod ts-contacts-service-866bd68c97-dzqgd, resource NetworkP90(ms) [INFO]2023-08-17 13:31:42,731 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:42,732 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:42,733 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:42,734 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#425, target: ts-basic-service HTTP GET start, score: 0.8571428571428571, deepth: 10, pod ts-basic-service-5dc8d4f9fd-llznp [INFO]2023-08-17 13:31:42,734 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: ts-travel-service HTTP POST start, score: 0.8181818181818182, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:42,734 pattern_ranker.py:607: source :ts-food-service SELECT ts.food order start, target: ts-food-service SELECT ts.food order end, score: 0.8, deepth: 9, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:31:42,735 pattern_ranker.py:607: source :ts-food-service <default> send start, target: ts-delivery-service food delivery process start, score: 0.8, deepth: 7, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:31:42,735 pattern_ranker.py:607: source :ts-user-service UserRepository.findByUserId start, target: ts-user-service UserRepository.findByUserId end, score: 0.7857142857142857, deepth: 7, pod ts-user-service-687d654649-f8jtd [INFO]2023-08-17 13:31:42,735 pattern_ranker.py:608: [INFO]2023-08-17 13:31:47,356 data_integrate.py:481: [{'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:31:48,430 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:31:50,530 pattern_ranker.py:198: Soted Result List: [{'events': '140_145', 'score': 1.0, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'resource': 'CpuUsageRate(%)'}, {'events': '130_131', 'score': 1.0, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'resource': 'CpuUsageRate(%)'}, {'events': '114_117', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '114_128', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '321_323', 'score': 1.0, 'deepth': 5, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'resource': 'CpuUsageRate(%)'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '202_215', 'score': 0.9130434782608695, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '116_128', 'score': 0.8666666666666667, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '513_523', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '206_217', 'score': 0.8363636363636363, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '5_632', 'score': 0.8333333333333334, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '205_204', 'score': 0.8275862068965517, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '512_523', 'score': 0.8, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '198_199', 'score': 0.7833333333333333, 'deepth': 8, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '374_527', 'score': 0.7777777777777778, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '504_503', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_33', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_94', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_282', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_499', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '368_217', 'score': 0.7454545454545455, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '367_204', 'score': 0.7419354838709677, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '295_296', 'score': 0.7333333333333333, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '295_297', 'score': 0.7333333333333333, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '55_613', 'score': 0.7301587301587301, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '207_206', 'score': 0.6956521739130435, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '368_215', 'score': 0.6875, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:31:50,539 pattern_ranker.py:551: 2023-01-30 11:59:21 Inject RCA Pod Result: [INFO]2023-08-17 13:31:50,539 pattern_ranker.py:553: 2023-01-30 11:59:21 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-llznp, cpu_contention [INFO]2023-08-17 13:31:50,540 pattern_ranker.py:566: 2023-01-30 11:59:21 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-llznp, cpu_contention score 1 [INFO]2023-08-17 13:31:50,540 pattern_ranker.py:604: source :f.m.s.BasicServiceImpl#438, target: ts-basic-service HTTP GET start, score: 1.0, deepth: 10, pod ts-basic-service-5dc8d4f9fd-llznp, resource CpuUsageRate(%) [INFO]2023-08-17 13:31:50,540 pattern_ranker.py:604: source :ts-basic-service /api/v1/basicservice/basic/travel start, target: ts-basic-service /api/v1/basicservice/basic/travel end, score: 1.0, deepth: 8, pod ts-basic-service-5dc8d4f9fd-llznp, resource CpuUsageRate(%) [INFO]2023-08-17 13:31:50,540 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:50,541 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: ts-travel-service HTTP POST start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:50,541 pattern_ranker.py:604: source :ts-basic-service /api/v1/basicservice/basic/travels start, target: ts-basic-service BasicController.queryForTravels start, score: 1.0, deepth: 5, pod ts-basic-service-5dc8d4f9fd-llznp, resource CpuUsageRate(%) [INFO]2023-08-17 13:31:50,542 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:50,543 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:50,544 pattern_ranker.py:607: source :ts-seat-service SeatController.getLeftTicketOfInterval start, target: ts-seat-service HTTP POST start, score: 0.9130434782608695, deepth: 9, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:31:50,544 pattern_ranker.py:607: source :t.s.TravelServiceImpl#558, target: ts-travel-service HTTP POST start, score: 0.8666666666666667, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:50,545 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#363, target: ts-preserve-other-service HTTP POST start, score: 0.8571428571428571, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:31:50,545 pattern_ranker.py:608: [INFO]2023-08-17 13:31:55,322 data_integrate.py:481: [{'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:31:56,401 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:31:57,672 pattern_ranker.py:198: Soted Result List: [{'events': '130_131', 'score': 1.0, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'resource': 'NetworkP90(ms)'}, {'events': '551_552', 'score': 1.0, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-tmwcv'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '114_128', 'score': 0.9, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '202_215', 'score': 0.875, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '114_117', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '521_282', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '499_500', 'score': 0.875, 'deepth': 2, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '513_523', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '374_527', 'score': 0.7777777777777778, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '504_503', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_499', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '459_461', 'score': 0.75, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '368_215', 'score': 0.6875, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '55_613', 'score': 0.6764705882352942, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-fj8b7'}] [INFO]2023-08-17 13:31:57,681 pattern_ranker.py:551: 2023-01-30 12:06:12 Inject RCA Pod Result: [INFO]2023-08-17 13:31:57,681 pattern_ranker.py:553: 2023-01-30 12:06:12 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-llznp, network_delay [INFO]2023-08-17 13:31:57,681 pattern_ranker.py:566: 2023-01-30 12:06:12 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-llznp, network_delay score 1 [INFO]2023-08-17 13:31:57,682 pattern_ranker.py:604: source :ts-basic-service /api/v1/basicservice/basic/travel start, target: ts-basic-service /api/v1/basicservice/basic/travel end, score: 1.0, deepth: 8, pod ts-basic-service-5dc8d4f9fd-llznp, resource NetworkP90(ms) [INFO]2023-08-17 13:31:57,682 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-execute-service HTTP GET end, score: 1.0, deepth: 4, pod ts-execute-service-775f544d9-tmwcv [INFO]2023-08-17 13:31:57,684 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:57,685 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:57,686 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:57,686 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: ts-travel-service HTTP POST start, score: 0.9, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:57,686 pattern_ranker.py:607: source :ts-seat-service SeatController.getLeftTicketOfInterval start, target: ts-seat-service HTTP POST start, score: 0.875, deepth: 9, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:31:57,686 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.875, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:31:57,687 pattern_ranker.py:607: source :ts-preserve-other-service HTTP GET start, target: ts-user-service /api/v1/userservice/users/id/{userId} start, score: 0.875, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:31:57,688 pattern_ranker.py:607: source :ts-preserve-other-service /api/v1/preserveotherservice/preserveOther start, target: ts-preserve-other-service /api/v1/preserveotherservice/preserveOther end, score: 0.875, deepth: 2, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:31:57,688 pattern_ranker.py:608: [INFO]2023-08-17 13:32:03,944 data_integrate.py:481: [{'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:05,328 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:32:05,817 pattern_ranker.py:198: Soted Result List: [{'events': '130_131', 'score': 1.0, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp', 'resource': 'NetworkP90(ms)'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '368_215', 'score': 0.7857142857142857, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '650_651', 'score': 0.75, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '427_428', 'score': 0.7, 'deepth': 9, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}, {'events': '114_117', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}] [INFO]2023-08-17 13:32:05,827 pattern_ranker.py:551: 2023-01-30 12:15:56 Inject RCA Pod Result: [INFO]2023-08-17 13:32:05,827 pattern_ranker.py:553: 2023-01-30 12:15:56 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-llznp, network_delay [INFO]2023-08-17 13:32:05,827 pattern_ranker.py:566: 2023-01-30 12:15:56 Inject Ground Truth: ts-basic-service-5dc8d4f9fd-llznp, network_delay score 1 [INFO]2023-08-17 13:32:05,827 pattern_ranker.py:604: source :ts-basic-service /api/v1/basicservice/basic/travel start, target: ts-basic-service /api/v1/basicservice/basic/travel end, score: 1.0, deepth: 8, pod ts-basic-service-5dc8d4f9fd-llznp, resource NetworkP90(ms) [INFO]2023-08-17 13:32:05,828 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:05,829 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:05,830 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:05,831 pattern_ranker.py:607: source :s.s.SeatServiceImpl#154, target: ts-seat-service HTTP POST start, score: 0.7857142857142857, deepth: 10, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:32:05,832 pattern_ranker.py:607: source :ts-cancel-service HTTP GET start, target: ts-cancel-service HTTP GET end, score: 0.75, deepth: 4, pod ts-cancel-service-756f6c4675-prw5z [INFO]2023-08-17 13:32:05,833 pattern_ranker.py:607: source :ts-inside-payment-service <:*:> ts.inside money start, target: ts-inside-payment-service <:*:> ts.inside money end, score: 0.7, deepth: 9, pod ts-inside-payment-service-6f94c49ccd-t4k6c [INFO]2023-08-17 13:32:05,833 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.7, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:05,833 pattern_ranker.py:608: [INFO]2023-08-17 13:32:13,349 data_integrate.py:481: [{'pod': 'ts-verification-code-service-7b6dc75c45-r66rb', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:15,004 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:32:15,232 pattern_ranker.py:198: Soted Result List: [{'events': '622_623', 'score': 1.0, 'deepth': 5, 'pod': 'ts-verification-code-service-7b6dc75c45-r66rb', 'resource': 'NetworkP90(ms)'}, {'events': '611_635', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 0.8571428571428571, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 0.8571428571428571, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '368_215', 'score': 0.7333333333333333, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:32:15,244 pattern_ranker.py:551: 2023-01-30 12:29:29 Inject RCA Pod Result: [INFO]2023-08-17 13:32:15,244 pattern_ranker.py:553: 2023-01-30 12:29:29 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-r66rb, network_delay [INFO]2023-08-17 13:32:15,244 pattern_ranker.py:566: 2023-01-30 12:29:29 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-r66rb, network_delay score 1 [INFO]2023-08-17 13:32:15,245 pattern_ranker.py:604: source :ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} end, score: 1.0, deepth: 5, pod ts-verification-code-service-7b6dc75c45-r66rb, resource NetworkP90(ms) [INFO]2023-08-17 13:32:15,247 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 0.8571428571428571, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:15,248 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 0.8571428571428571, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:15,249 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 0.8571428571428571, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:15,249 pattern_ranker.py:607: source :s.s.SeatServiceImpl#154, target: ts-seat-service HTTP POST start, score: 0.7333333333333333, deepth: 10, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:32:15,249 pattern_ranker.py:608: [INFO]2023-08-17 13:32:21,506 data_integrate.py:481: [{'pod': 'ts-verification-code-service-7b6dc75c45-r66rb', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:22,843 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:32:23,036 pattern_ranker.py:198: Soted Result List: [{'events': '622_623', 'score': 1.0, 'deepth': 5, 'pod': 'ts-verification-code-service-7b6dc75c45-r66rb', 'resource': 'NetworkP90(ms)'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '114_128', 'score': 0.8181818181818182, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '114_117', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}] [INFO]2023-08-17 13:32:23,047 pattern_ranker.py:551: 2023-01-30 12:36:54 Inject RCA Pod Result: [INFO]2023-08-17 13:32:23,047 pattern_ranker.py:553: 2023-01-30 12:36:54 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-r66rb, network_delay [INFO]2023-08-17 13:32:23,047 pattern_ranker.py:566: 2023-01-30 12:36:54 Inject Ground Truth: ts-verification-code-service-7b6dc75c45-r66rb, network_delay score 1 [INFO]2023-08-17 13:32:23,048 pattern_ranker.py:604: source :ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} start, target: ts-verification-code-service /api/v1/verifycode/verify/{verifyCode} end, score: 1.0, deepth: 5, pod ts-verification-code-service-7b6dc75c45-r66rb, resource NetworkP90(ms) [INFO]2023-08-17 13:32:23,049 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:23,050 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:23,051 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:23,051 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: ts-travel-service HTTP POST start, score: 0.8181818181818182, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:23,052 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.7, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:23,052 pattern_ranker.py:608: [INFO]2023-08-17 13:32:26,804 data_integrate.py:481: [{'pod': 'ts-food-service-f5756978c-6sb8t', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:27,742 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:32:29,616 pattern_ranker.py:198: Soted Result List: [{'events': '374_527', 'score': 1.0, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '269_270', 'score': 1.0, 'deepth': 9, 'pod': 'ts-food-service-f5756978c-6sb8t', 'resource': 'CpuUsageRate(%)'}, {'events': '407_86', 'score': 1.0, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 1.0, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 1.0, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '504_503', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '5_499', 'score': 1.0, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '459_461', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t', 'resource': 'CpuUsageRate(%)'}, {'events': '188_192', 'score': 0.8125, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '102_103', 'score': 0.8, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '102_104', 'score': 0.8, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '102_106', 'score': 0.8, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '273_275', 'score': 0.8, 'deepth': 7, 'pod': 'ts-food-service-f5756978c-6sb8t', 'resource': 'CpuUsageRate(%)'}, {'events': '202_215', 'score': 0.75, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '295_296', 'score': 0.7333333333333333, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '295_297', 'score': 0.7333333333333333, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '368_217', 'score': 0.7192982456140351, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '207_368', 'score': 0.71875, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '114_117', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '114_128', 'score': 0.6923076923076923, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '329_333', 'score': 0.6896551724137931, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '207_215', 'score': 0.6829268292682927, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:32:29,624 pattern_ranker.py:551: 2023-01-30 12:44:36 Inject RCA Pod Result: [INFO]2023-08-17 13:32:29,624 pattern_ranker.py:553: 2023-01-30 12:44:36 Inject Ground Truth: ts-food-service-f5756978c-6sb8t, cpu_contention [INFO]2023-08-17 13:32:29,625 pattern_ranker.py:566: 2023-01-30 12:44:36 Inject Ground Truth: ts-food-service-f5756978c-6sb8t, cpu_contention score 2 [INFO]2023-08-17 13:32:29,625 pattern_ranker.py:607: source :o.c.OrderOtherController#42, target: o.s.OrderOtherServiceImpl#67, score: 1.0, deepth: 13, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:32:29,626 pattern_ranker.py:604: source :ts-food-service SELECT ts.food order start, target: ts-food-service SELECT ts.food order end, score: 1.0, deepth: 9, pod ts-food-service-f5756978c-6sb8t, resource CpuUsageRate(%) [INFO]2023-08-17 13:32:29,626 pattern_ranker.py:607: source :ts-order-other-service Session.merge other.entity.Order start, target: ts-order-other-service SELECT ts.orders other start, score: 1.0, deepth: 8, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:32:29,627 pattern_ranker.py:607: source :ts-order-other-service Transaction.commit start, target: ts-order-other-service INSERT ts.orders other start, score: 1.0, deepth: 8, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:32:29,628 pattern_ranker.py:607: source :t.s.TravelServiceImpl#372, target: ts-travel2-service Travel2Controller.getTripAllDetailInfo end, score: 1.0, deepth: 7, pod ts-travel2-service-5c66d57d58-zxw8n [INFO]2023-08-17 13:32:29,628 pattern_ranker.py:607: source :s.c.SeatController#41, target: s.s.SeatServiceImpl#69, score: 1.0, deepth: 7, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:32:29,629 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#239, target: p.s.PreserveOtherServiceImpl#301, score: 1.0, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:32:29,630 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:29,631 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:29,632 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:29,632 pattern_ranker.py:608: [INFO]2023-08-17 13:32:34,684 data_integrate.py:481: [{'pod': 'ts-food-service-f5756978c-6sb8t', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:35,690 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:32:36,682 pattern_ranker.py:198: Soted Result List: [{'events': '269_270', 'score': 1.0, 'deepth': 9, 'pod': 'ts-food-service-f5756978c-6sb8t', 'resource': 'NetworkP90(ms)'}, {'events': '308_540', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '141_145', 'score': 0.8571428571428571, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '512_523', 'score': 0.8, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_522', 'score': 0.7931034482758621, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '368_215', 'score': 0.7857142857142857, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '374_527', 'score': 0.7777777777777778, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '504_503', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_499', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '650_651', 'score': 0.75, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '427_428', 'score': 0.7, 'deepth': 9, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}] [INFO]2023-08-17 13:32:36,692 pattern_ranker.py:551: 2023-01-30 12:52:04 Inject RCA Pod Result: [INFO]2023-08-17 13:32:36,692 pattern_ranker.py:553: 2023-01-30 12:52:04 Inject Ground Truth: ts-food-service-f5756978c-6sb8t, network_delay [INFO]2023-08-17 13:32:36,692 pattern_ranker.py:566: 2023-01-30 12:52:04 Inject Ground Truth: ts-food-service-f5756978c-6sb8t, network_delay score 1 [INFO]2023-08-17 13:32:36,692 pattern_ranker.py:604: source :ts-food-service SELECT ts.food order start, target: ts-food-service SELECT ts.food order end, score: 1.0, deepth: 9, pod ts-food-service-f5756978c-6sb8t, resource NetworkP90(ms) [INFO]2023-08-17 13:32:36,693 pattern_ranker.py:607: source :t.s.TravelServiceImpl#459, target: ts-travel2-service TripRepository.findByTripId start, score: 1.0, deepth: 7, pod ts-travel2-service-5c66d57d58-zxw8n [INFO]2023-08-17 13:32:36,694 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:36,695 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:36,696 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:36,696 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#425, target: ts-basic-service HTTP GET start, score: 0.8571428571428571, deepth: 10, pod ts-basic-service-5dc8d4f9fd-llznp [INFO]2023-08-17 13:32:36,697 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#101, target: ts-preserve-other-service HTTP POST start, score: 0.8, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:32:36,698 pattern_ranker.py:607: source :ts-preserve-other-service HTTP GET start, target: ts-preserve-other-service HTTP GET end, score: 0.7931034482758621, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:32:36,699 pattern_ranker.py:607: source :s.s.SeatServiceImpl#154, target: ts-seat-service HTTP POST start, score: 0.7857142857142857, deepth: 10, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:32:36,699 pattern_ranker.py:607: source :o.c.OrderOtherController#42, target: o.s.OrderOtherServiceImpl#67, score: 0.7777777777777778, deepth: 13, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:32:36,699 pattern_ranker.py:608: [INFO]2023-08-17 13:32:42,775 data_integrate.py:481: [{'pod': 'ts-food-service-f5756978c-6sb8t', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:44,192 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:32:45,393 pattern_ranker.py:198: Soted Result List: [{'events': '269_270', 'score': 1.0, 'deepth': 9, 'pod': 'ts-food-service-f5756978c-6sb8t', 'resource': 'NetworkP90(ms)'}, {'events': '308_540', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '368_215', 'score': 0.9166666666666666, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '512_523', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_522', 'score': 0.8846153846153846, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '374_527', 'score': 0.875, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.875, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '504_503', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '114_128', 'score': 0.8181818181818182, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '273_275', 'score': 0.8, 'deepth': 7, 'pod': 'ts-food-service-f5756978c-6sb8t', 'resource': 'NetworkP90(ms)'}, {'events': '207_368', 'score': 0.7419354838709677, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '295_296', 'score': 0.7333333333333333, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '295_297', 'score': 0.7333333333333333, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '301_302', 'score': 0.6956521739130435, 'deepth': 2, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}] [INFO]2023-08-17 13:32:45,404 pattern_ranker.py:551: 2023-01-30 12:59:36 Inject RCA Pod Result: [INFO]2023-08-17 13:32:45,404 pattern_ranker.py:553: 2023-01-30 12:59:36 Inject Ground Truth: ts-food-service-f5756978c-6sb8t, network_delay [INFO]2023-08-17 13:32:45,404 pattern_ranker.py:566: 2023-01-30 12:59:36 Inject Ground Truth: ts-food-service-f5756978c-6sb8t, network_delay score 1 [INFO]2023-08-17 13:32:45,405 pattern_ranker.py:604: source :ts-food-service SELECT ts.food order start, target: ts-food-service SELECT ts.food order end, score: 1.0, deepth: 9, pod ts-food-service-f5756978c-6sb8t, resource NetworkP90(ms) [INFO]2023-08-17 13:32:45,405 pattern_ranker.py:607: source :t.s.TravelServiceImpl#459, target: ts-travel2-service TripRepository.findByTripId start, score: 1.0, deepth: 7, pod ts-travel2-service-5c66d57d58-zxw8n [INFO]2023-08-17 13:32:45,406 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:45,408 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:45,409 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:32:45,409 pattern_ranker.py:607: source :s.s.SeatServiceImpl#154, target: ts-seat-service HTTP POST start, score: 0.9166666666666666, deepth: 10, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:32:45,410 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#101, target: ts-preserve-other-service HTTP POST start, score: 0.8888888888888888, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:32:45,411 pattern_ranker.py:607: source :ts-preserve-other-service HTTP GET start, target: ts-preserve-other-service HTTP GET end, score: 0.8846153846153846, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:32:45,411 pattern_ranker.py:607: source :o.c.OrderOtherController#42, target: o.s.OrderOtherServiceImpl#67, score: 0.875, deepth: 13, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:32:45,412 pattern_ranker.py:607: source :ts-order-other-service Session.merge other.entity.Order start, target: ts-order-other-service SELECT ts.orders other start, score: 0.875, deepth: 8, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:32:45,412 pattern_ranker.py:608: [INFO]2023-08-17 13:32:51,535 data_integrate.py:481: [{'pod': 'ts-travel-service-64469b5b48-5rjvb', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:52,849 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:32:53,355 pattern_ranker.py:198: Soted Result List: [{'events': '128_129', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'CpuUsageRate(%)'}, {'events': '459_461', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '368_215', 'score': 0.8461538461538461, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '269_270', 'score': 0.8, 'deepth': 9, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '273_275', 'score': 0.8, 'deepth': 7, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '308_540', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '518_521', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}] [INFO]2023-08-17 13:32:53,366 pattern_ranker.py:551: 2023-01-30 13:06:49 Inject RCA Pod Result: [INFO]2023-08-17 13:32:53,366 pattern_ranker.py:553: 2023-01-30 13:06:49 Inject Ground Truth: ts-travel-service-64469b5b48-5rjvb, cpu_contention [INFO]2023-08-17 13:32:53,366 pattern_ranker.py:566: 2023-01-30 13:06:49 Inject Ground Truth: ts-travel-service-64469b5b48-5rjvb, cpu_contention score 1 [INFO]2023-08-17 13:32:53,367 pattern_ranker.py:604: source :ts-travel-service HTTP POST start, target: ts-travel-service HTTP POST end, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb, resource CpuUsageRate(%) [INFO]2023-08-17 13:32:53,367 pattern_ranker.py:607: source :f.s.FoodServiceImpl#214, target: ts-food-service HTTP GET start, score: 0.8571428571428571, deepth: 4, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:32:53,368 pattern_ranker.py:607: source :s.s.SeatServiceImpl#154, target: ts-seat-service HTTP POST start, score: 0.8461538461538461, deepth: 10, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:32:53,368 pattern_ranker.py:607: source :ts-food-service SELECT ts.food order start, target: ts-food-service SELECT ts.food order end, score: 0.8, deepth: 9, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:32:53,369 pattern_ranker.py:607: source :ts-food-service <default> send start, target: ts-delivery-service food delivery process start, score: 0.8, deepth: 7, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:32:53,370 pattern_ranker.py:607: source :t.s.TravelServiceImpl#459, target: ts-travel2-service TripRepository.findByTripId start, score: 0.75, deepth: 7, pod ts-travel2-service-5c66d57d58-zxw8n [INFO]2023-08-17 13:32:53,370 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#348, target: ts-preserve-other-service HTTP GET start, score: 0.7, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:32:53,370 pattern_ranker.py:608: [INFO]2023-08-17 13:32:56,870 data_integrate.py:481: [{'pod': 'ts-travel-service-64469b5b48-5rjvb', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:32:57,698 data_integrate.py:550: Data Integrate Complete! [ERROR]2023-08-17 13:33:00,207 pattern_ranker.py:191: Catch an exception: pop index out of range [INFO]2023-08-17 13:33:00,207 pattern_ranker.py:198: Soted Result List: [{'events': '140_145', 'score': 1.0, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '269_270', 'score': 1.0, 'deepth': 9, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '128_129', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '273_275', 'score': 1.0, 'deepth': 7, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '122_123', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '122_124', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '650_651', 'score': 1.0, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '459_461', 'score': 1.0, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '632_634', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '40_41', 'score': 0.8888888888888888, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-bdkcx'}, {'events': '512_523', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_522', 'score': 0.8846153846153846, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '374_527', 'score': 0.875, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '427_428', 'score': 0.875, 'deepth': 9, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}, {'events': '407_86', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.875, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '35_41', 'score': 0.875, 'deepth': 6, 'pod': 'ts-security-service-cb9788d56-bdkcx'}, {'events': '504_503', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_499', 'score': 0.875, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '1_450', 'score': 0.8571428571428571, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '295_296', 'score': 0.8461538461538461, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '295_297', 'score': 0.8461538461538461, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '169_170', 'score': 0.84, 'deepth': 11, 'pod': 'ts-route-service-b6c59fb57-dz9bw'}, {'events': '169_171', 'score': 0.84, 'deepth': 11, 'pod': 'ts-route-service-b6c59fb57-dz9bw'}, {'events': '132_145', 'score': 0.8235294117647058, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '188_192', 'score': 0.8125, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '102_103', 'score': 0.8, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '102_104', 'score': 0.8, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '102_106', 'score': 0.8, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '368_215', 'score': 0.7857142857142857, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '565_566', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_567', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_71', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_66', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_69', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_71', 'score': 0.75, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '310_319', 'score': 0.7222222222222222, 'deepth': 4, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '553_554', 'score': 0.7142857142857143, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '553_557', 'score': 0.7142857142857143, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '368_217', 'score': 0.7068965517241379, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '202_215', 'score': 0.7, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '207_368', 'score': 0.696969696969697, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:33:00,214 pattern_ranker.py:551: 2023-01-30 13:15:43 Inject RCA Pod Result: [INFO]2023-08-17 13:33:00,214 pattern_ranker.py:553: 2023-01-30 13:15:43 Inject Ground Truth: ts-travel-service-64469b5b48-5rjvb, network_delay [INFO]2023-08-17 13:33:00,214 pattern_ranker.py:566: 2023-01-30 13:15:43 Inject Ground Truth: ts-travel-service-64469b5b48-5rjvb, network_delay score 3 [INFO]2023-08-17 13:33:00,214 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#438, target: ts-basic-service HTTP GET start, score: 1.0, deepth: 10, pod ts-basic-service-5dc8d4f9fd-llznp [INFO]2023-08-17 13:33:00,215 pattern_ranker.py:607: source :ts-food-service SELECT ts.food order start, target: ts-food-service SELECT ts.food order end, score: 1.0, deepth: 9, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:33:00,215 pattern_ranker.py:604: source :ts-travel-service HTTP POST start, target: ts-travel-service HTTP POST end, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb, resource NetworkP90(ms) [INFO]2023-08-17 13:33:00,216 pattern_ranker.py:607: source :ts-food-service <default> send start, target: ts-delivery-service food delivery process start, score: 1.0, deepth: 7, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:33:00,216 pattern_ranker.py:604: source :ts-travel-service TripRepository.findByTripId start, target: ts-travel-service TripRepository.findByTripId end, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb, resource NetworkP90(ms) [INFO]2023-08-17 13:33:00,216 pattern_ranker.py:604: source :ts-travel-service TripRepository.findByTripId start, target: ts-travel-service SELECT Trip start, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb, resource NetworkP90(ms) [INFO]2023-08-17 13:33:00,217 pattern_ranker.py:607: source :ts-cancel-service HTTP GET start, target: ts-cancel-service HTTP GET end, score: 1.0, deepth: 4, pod ts-cancel-service-756f6c4675-prw5z [INFO]2023-08-17 13:33:00,218 pattern_ranker.py:607: source :f.s.FoodServiceImpl#214, target: ts-food-service HTTP GET start, score: 1.0, deepth: 4, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:33:00,219 pattern_ranker.py:604: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb, resource NetworkP90(ms) [INFO]2023-08-17 13:33:00,220 pattern_ranker.py:604: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb, resource NetworkP90(ms) [INFO]2023-08-17 13:33:00,220 pattern_ranker.py:608: [INFO]2023-08-17 13:33:05,381 data_integrate.py:481: [{'pod': 'ts-travel-service-64469b5b48-5rjvb', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:33:06,362 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:33:07,783 pattern_ranker.py:198: Soted Result List: [{'events': '128_129', 'score': 1.0, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb', 'resource': 'NetworkP90(ms)'}, {'events': '650_651', 'score': 1.0, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '513_523', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '511_523', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_522', 'score': 0.8846153846153846, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '374_527', 'score': 0.875, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.875, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '620_621', 'score': 0.875, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '620_622', 'score': 0.875, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '504_503', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_33', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_94', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_282', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_616', 'score': 0.875, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '5_499', 'score': 0.875, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '427_428', 'score': 0.7777777777777778, 'deepth': 9, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}, {'events': '377_378', 'score': 0.75, 'deepth': 5, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}, {'events': '202_215', 'score': 0.7, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '368_215', 'score': 0.6875, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '207_368', 'score': 0.6764705882352942, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:33:07,792 pattern_ranker.py:551: 2023-01-30 13:22:22 Inject RCA Pod Result: [INFO]2023-08-17 13:33:07,793 pattern_ranker.py:553: 2023-01-30 13:22:22 Inject Ground Truth: ts-travel-service-64469b5b48-5rjvb, network_delay [INFO]2023-08-17 13:33:07,793 pattern_ranker.py:566: 2023-01-30 13:22:22 Inject Ground Truth: ts-travel-service-64469b5b48-5rjvb, network_delay score 1 [INFO]2023-08-17 13:33:07,793 pattern_ranker.py:604: source :ts-travel-service HTTP POST start, target: ts-travel-service HTTP POST end, score: 1.0, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb, resource NetworkP90(ms) [INFO]2023-08-17 13:33:07,794 pattern_ranker.py:607: source :ts-cancel-service HTTP GET start, target: ts-cancel-service HTTP GET end, score: 1.0, deepth: 4, pod ts-cancel-service-756f6c4675-prw5z [INFO]2023-08-17 13:33:07,795 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#363, target: ts-preserve-other-service HTTP POST start, score: 1.0, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:33:07,796 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#145, target: ts-preserve-other-service HTTP POST start, score: 1.0, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:33:07,797 pattern_ranker.py:607: source :ts-preserve-other-service HTTP GET start, target: ts-preserve-other-service HTTP GET end, score: 0.8846153846153846, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:33:07,797 pattern_ranker.py:607: source :o.c.OrderOtherController#42, target: o.s.OrderOtherServiceImpl#67, score: 0.875, deepth: 13, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:33:07,798 pattern_ranker.py:607: source :ts-order-other-service Session.merge other.entity.Order start, target: ts-order-other-service SELECT ts.orders other start, score: 0.875, deepth: 8, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:33:07,798 pattern_ranker.py:607: source :ts-order-other-service Transaction.commit start, target: ts-order-other-service INSERT ts.orders other start, score: 0.875, deepth: 8, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:33:07,799 pattern_ranker.py:607: source :t.s.TravelServiceImpl#372, target: ts-travel2-service Travel2Controller.getTripAllDetailInfo end, score: 0.875, deepth: 7, pod ts-travel2-service-5c66d57d58-zxw8n [INFO]2023-08-17 13:33:07,800 pattern_ranker.py:607: source :s.c.SeatController#41, target: s.s.SeatServiceImpl#69, score: 0.875, deepth: 7, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:33:07,800 pattern_ranker.py:608: [INFO]2023-08-17 13:33:13,493 data_integrate.py:481: [{'pod': 'ts-preserve-service-b5ccf8557-l5l4p', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:33:14,600 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:33:15,132 pattern_ranker.py:198: Soted Result List: [{'events': '650_651', 'score': 1.0, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '560_559', 'score': 0.875, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '553_554', 'score': 0.8333333333333334, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '553_557', 'score': 0.8333333333333334, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '551_552', 'score': 0.7692307692307693, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-tmwcv'}, {'events': '114_128', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '308_540', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '140_145', 'score': 0.7272727272727273, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '1_450', 'score': 0.7058823529411765, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '202_215', 'score': 0.6774193548387096, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:33:15,141 pattern_ranker.py:551: 2023-01-30 13:30:52 Inject RCA Pod Result: [INFO]2023-08-17 13:33:15,142 pattern_ranker.py:553: 2023-01-30 13:30:52 Inject Ground Truth: ts-preserve-service-b5ccf8557-l5l4p, network_delay [INFO]2023-08-17 13:33:15,143 pattern_ranker.py:607: source :ts-cancel-service HTTP GET start, target: ts-cancel-service HTTP GET end, score: 1.0, deepth: 4, pod ts-cancel-service-756f6c4675-prw5z [INFO]2023-08-17 13:33:15,144 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:15,145 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:15,146 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:15,147 pattern_ranker.py:607: source :o.c.OrderController#100, target: o.s.OrderServiceImpl#365, score: 0.875, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:15,148 pattern_ranker.py:607: source :ts-order-service /api/v1/orderservice/order/{orderId} start, target: ts-order-service /api/v1/orderservice/order/{orderId} end, score: 0.8333333333333334, deepth: 5, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:15,149 pattern_ranker.py:607: source :ts-order-service /api/v1/orderservice/order/{orderId} start, target: ts-order-service OrderController.getOrderById start, score: 0.8333333333333334, deepth: 5, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:15,149 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-execute-service HTTP GET end, score: 0.7692307692307693, deepth: 4, pod ts-execute-service-775f544d9-tmwcv [INFO]2023-08-17 13:33:15,150 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: ts-travel-service HTTP POST start, score: 0.75, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:15,150 pattern_ranker.py:607: source :t.s.TravelServiceImpl#459, target: ts-travel2-service TripRepository.findByTripId start, score: 0.75, deepth: 7, pod ts-travel2-service-5c66d57d58-zxw8n [INFO]2023-08-17 13:33:15,150 pattern_ranker.py:608: [INFO]2023-08-17 13:33:19,457 data_integrate.py:481: [{'pod': 'ts-route-service-b6c59fb57-dz9bw', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:33:20,326 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:33:23,250 pattern_ranker.py:198: Soted Result List: [{'events': '182_183', 'score': 1.0, 'deepth': 13, 'pod': 'ts-route-service-b6c59fb57-dz9bw', 'resource': 'NetworkP90(ms)'}, {'events': '141_145', 'score': 1.0, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '650_651', 'score': 1.0, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '512_523', 'score': 0.8888888888888888, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '374_527', 'score': 0.875, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.875, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.875, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '513_512', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '504_503', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_282', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '499_500', 'score': 0.875, 'deepth': 2, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '513_523', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '521_522', 'score': 0.7931034482758621, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '565_566', 'score': 0.7894736842105263, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_567', 'score': 0.7894736842105263, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_71', 'score': 0.7894736842105263, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '295_296', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '295_297', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '560_559', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '5_499', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '553_554', 'score': 0.7692307692307693, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '553_557', 'score': 0.7692307692307693, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '188_192', 'score': 0.7647058823529411, 'deepth': 12, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '459_461', 'score': 0.75, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '1_450', 'score': 0.75, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '143_145', 'score': 0.7441860465116279, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '368_215', 'score': 0.7333333333333333, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '40_41', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-bdkcx'}, {'events': '551_552', 'score': 0.7142857142857143, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-tmwcv'}, {'events': '427_428', 'score': 0.7, 'deepth': 9, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}, {'events': '620_621', 'score': 0.7, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '620_622', 'score': 0.7, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '5_616', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '329_333', 'score': 0.6896551724137931, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '207_368', 'score': 0.6764705882352942, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:33:23,257 pattern_ranker.py:551: 2023-01-30 13:44:44 Inject RCA Pod Result: [INFO]2023-08-17 13:33:23,257 pattern_ranker.py:553: 2023-01-30 13:44:44 Inject Ground Truth: ts-route-service-b6c59fb57-dz9bw, network_delay [INFO]2023-08-17 13:33:23,258 pattern_ranker.py:566: 2023-01-30 13:44:44 Inject Ground Truth: ts-route-service-b6c59fb57-dz9bw, network_delay score 1 [INFO]2023-08-17 13:33:23,258 pattern_ranker.py:604: source :ts-route-service SELECT ts.route stations start, target: ts-route-service SELECT ts.route stations end, score: 1.0, deepth: 13, pod ts-route-service-b6c59fb57-dz9bw, resource NetworkP90(ms) [INFO]2023-08-17 13:33:23,258 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#425, target: ts-basic-service HTTP GET start, score: 1.0, deepth: 10, pod ts-basic-service-5dc8d4f9fd-llznp [INFO]2023-08-17 13:33:23,259 pattern_ranker.py:607: source :ts-cancel-service HTTP GET start, target: ts-cancel-service HTTP GET end, score: 1.0, deepth: 4, pod ts-cancel-service-756f6c4675-prw5z [INFO]2023-08-17 13:33:23,260 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:23,261 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:23,262 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:23,263 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#101, target: ts-preserve-other-service HTTP POST start, score: 0.8888888888888888, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:33:23,264 pattern_ranker.py:607: source :o.c.OrderOtherController#42, target: o.s.OrderOtherServiceImpl#67, score: 0.875, deepth: 13, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:33:23,264 pattern_ranker.py:607: source :ts-order-other-service Session.merge other.entity.Order start, target: ts-order-other-service SELECT ts.orders other start, score: 0.875, deepth: 8, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:33:23,265 pattern_ranker.py:607: source :ts-order-other-service Transaction.commit start, target: ts-order-other-service INSERT ts.orders other start, score: 0.875, deepth: 8, pod ts-order-other-service-6cdbf9b4cc-swvb5 [INFO]2023-08-17 13:33:23,265 pattern_ranker.py:608: [INFO]2023-08-17 13:33:26,585 data_integrate.py:481: [{'pod': 'ts-route-service-b6c59fb57-dz9bw', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:33:27,400 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:33:31,317 pattern_ranker.py:198: Soted Result List: [{'events': '182_183', 'score': 1.0, 'deepth': 13, 'pod': 'ts-route-service-b6c59fb57-dz9bw', 'resource': 'NetworkP90(ms)'}, {'events': '207_206', 'score': 1.0, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '560_559', 'score': 1.0, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_66', 'score': 1.0, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_69', 'score': 1.0, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '65_71', 'score': 1.0, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '551_552', 'score': 1.0, 'deepth': 4, 'pod': 'ts-execute-service-775f544d9-tmwcv'}, {'events': '513_523', 'score': 1.0, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '202_215', 'score': 0.9130434782608695, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '35_41', 'score': 0.875, 'deepth': 6, 'pod': 'ts-security-service-cb9788d56-bdkcx'}, {'events': '518_521', 'score': 0.875, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '141_145', 'score': 0.8571428571428571, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '611_128', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '208_215', 'score': 0.8484848484848485, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '565_566', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_567', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_71', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '5_632', 'score': 0.8333333333333334, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '140_145', 'score': 0.8, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '329_333', 'score': 0.8, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '295_296', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '295_297', 'score': 0.7857142857142857, 'deepth': 7, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '282_283', 'score': 0.7857142857142857, 'deepth': 5, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '282_292', 'score': 0.7857142857142857, 'deepth': 5, 'pod': 'ts-user-service-687d654649-f8jtd'}, {'events': '132_145', 'score': 0.7777777777777778, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '122_123', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '122_124', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '620_621', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '620_622', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '5_616', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '553_554', 'score': 0.7692307692307693, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '553_557', 'score': 0.7692307692307693, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '61_62', 'score': 0.75, 'deepth': 10, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '61_67', 'score': 0.75, 'deepth': 10, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '611_117', 'score': 0.75, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '459_461', 'score': 0.75, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '511_523', 'score': 0.75, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '192_193', 'score': 0.7272727272727273, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '192_194', 'score': 0.7272727272727273, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '130_131', 'score': 0.7272727272727273, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '130_132', 'score': 0.7272727272727273, 'deepth': 8, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '102_103', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '102_104', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '102_106', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '211_210', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '33_34', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-bdkcx'}, {'events': '33_35', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-bdkcx'}, {'events': '94_95', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '94_96', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '200_201', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '200_209', 'score': 0.7272727272727273, 'deepth': 5, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '308_319', 'score': 0.71875, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '327_326', 'score': 0.7142857142857143, 'deepth': 7, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '321_322', 'score': 0.7142857142857143, 'deepth': 5, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '1_450', 'score': 0.7058823529411765, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '374_527', 'score': 0.7, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '407_86', 'score': 0.7, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.7, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '504_503', 'score': 0.7, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_499', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '309_308', 'score': 0.6956521739130435, 'deepth': 4, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '5_301', 'score': 0.6956521739130435, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}] [INFO]2023-08-17 13:33:31,324 pattern_ranker.py:551: 2023-01-30 13:52:20 Inject RCA Pod Result: [INFO]2023-08-17 13:33:31,324 pattern_ranker.py:553: 2023-01-30 13:52:20 Inject Ground Truth: ts-route-service-b6c59fb57-dz9bw, network_delay [INFO]2023-08-17 13:33:31,324 pattern_ranker.py:566: 2023-01-30 13:52:20 Inject Ground Truth: ts-route-service-b6c59fb57-dz9bw, network_delay score 1 [INFO]2023-08-17 13:33:31,324 pattern_ranker.py:604: source :ts-route-service SELECT ts.route stations start, target: ts-route-service SELECT ts.route stations end, score: 1.0, deepth: 13, pod ts-route-service-b6c59fb57-dz9bw, resource NetworkP90(ms) [INFO]2023-08-17 13:33:31,325 pattern_ranker.py:607: source :s.s.SeatServiceImpl#137, target: s.s.SeatServiceImpl#139, score: 1.0, deepth: 10, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:33:31,326 pattern_ranker.py:607: source :o.c.OrderController#100, target: o.s.OrderServiceImpl#365, score: 1.0, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:31,326 pattern_ranker.py:607: source :ts-order-service OrderRepository.save start, target: ts-order-service OrderRepository.save end, score: 1.0, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:31,326 pattern_ranker.py:607: source :ts-order-service OrderRepository.save start, target: ts-order-service Session.merge order.entity.Order start, score: 1.0, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:31,326 pattern_ranker.py:607: source :ts-order-service OrderRepository.save start, target: ts-order-service Transaction.commit start, score: 1.0, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:31,327 pattern_ranker.py:607: source :ts-execute-service HTTP GET start, target: ts-execute-service HTTP GET end, score: 1.0, deepth: 4, pod ts-execute-service-775f544d9-tmwcv [INFO]2023-08-17 13:33:31,328 pattern_ranker.py:607: source :p.s.PreserveOtherServiceImpl#363, target: ts-preserve-other-service HTTP POST start, score: 1.0, deepth: 4, pod ts-preserve-other-service-66646bdb5b-l8hp6 [INFO]2023-08-17 13:33:31,328 pattern_ranker.py:607: source :ts-seat-service SeatController.getLeftTicketOfInterval start, target: ts-seat-service HTTP POST start, score: 0.9130434782608695, deepth: 9, pod ts-seat-service-5c95b49cff-mxdsg [INFO]2023-08-17 13:33:31,328 pattern_ranker.py:607: source :ts-security-service SecurityController.check start, target: ts-security-service HTTP GET start, score: 0.875, deepth: 6, pod ts-security-service-cb9788d56-bdkcx [INFO]2023-08-17 13:33:31,328 pattern_ranker.py:608: [INFO]2023-08-17 13:33:36,149 data_integrate.py:481: [{'pod': 'ts-security-service-cb9788d56-bdkcx', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:33:37,088 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:33:38,265 pattern_ranker.py:198: Soted Result List: [{'events': '88_89', 'score': 1.0, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-bdkcx', 'resource': 'NetworkP90(ms)'}, {'events': '33_34', 'score': 1.0, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-bdkcx', 'resource': 'NetworkP90(ms)'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '114_117', 'score': 0.875, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '459_461', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '565_566', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_567', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '565_71', 'score': 0.8333333333333334, 'deepth': 7, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '114_128', 'score': 0.8181818181818182, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '202_215', 'score': 0.7777777777777778, 'deepth': 9, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '521_282', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '499_500', 'score': 0.7777777777777778, 'deepth': 2, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '553_554', 'score': 0.7692307692307693, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '553_557', 'score': 0.7692307692307693, 'deepth': 5, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '55_613', 'score': 0.7666666666666667, 'deepth': 13, 'pod': 'ts-order-service-5b67c48447-fj8b7'}, {'events': '119_611', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '308_540', 'score': 0.75, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '377_378', 'score': 0.75, 'deepth': 5, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}, {'events': '650_651', 'score': 0.75, 'deepth': 4, 'pod': 'ts-cancel-service-756f6c4675-prw5z'}, {'events': '5_632', 'score': 0.75, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '206_217', 'score': 0.7076923076923077, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '427_428', 'score': 0.7, 'deepth': 9, 'pod': 'ts-inside-payment-service-6f94c49ccd-t4k6c'}, {'events': '620_621', 'score': 0.7, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '620_622', 'score': 0.7, 'deepth': 4, 'pod': 'ts-auth-service-7f8d7d756d-kzp47'}, {'events': '5_616', 'score': 0.7, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '207_206', 'score': 0.6857142857142857, 'deepth': 10, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}] [INFO]2023-08-17 13:33:38,272 pattern_ranker.py:551: 2023-01-30 14:00:16 Inject RCA Pod Result: [INFO]2023-08-17 13:33:38,272 pattern_ranker.py:553: 2023-01-30 14:00:16 Inject Ground Truth: ts-security-service-cb9788d56-bdkcx, network_delay [INFO]2023-08-17 13:33:38,272 pattern_ranker.py:566: 2023-01-30 14:00:16 Inject Ground Truth: ts-security-service-cb9788d56-bdkcx, network_delay score 1 [INFO]2023-08-17 13:33:38,272 pattern_ranker.py:604: source :ts-security-service SecurityRepository.findByName start, target: ts-security-service SecurityRepository.findByName end, score: 1.0, deepth: 7, pod ts-security-service-cb9788d56-bdkcx, resource NetworkP90(ms) [INFO]2023-08-17 13:33:38,272 pattern_ranker.py:604: source :ts-security-service /api/v1/securityservice/securityConfigs/{accountId} start, target: ts-security-service /api/v1/securityservice/securityConfigs/{accountId} end, score: 1.0, deepth: 5, pod ts-security-service-cb9788d56-bdkcx, resource NetworkP90(ms) [INFO]2023-08-17 13:33:38,273 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:38,274 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:38,275 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:38,276 pattern_ranker.py:607: source :t.s.TravelServiceImpl#457, target: t.s.TravelServiceImpl#548, score: 0.875, deepth: 7, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:38,276 pattern_ranker.py:607: source :f.s.FoodServiceImpl#214, target: ts-food-service HTTP GET start, score: 0.8571428571428571, deepth: 4, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:33:38,277 pattern_ranker.py:607: source :ts-order-service OrderRepository.findById start, target: ts-order-service OrderRepository.findById end, score: 0.8333333333333334, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:38,278 pattern_ranker.py:607: source :ts-order-service OrderRepository.findById start, target: ts-order-service Session.find order.entity.Order start, score: 0.8333333333333334, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:38,279 pattern_ranker.py:607: source :ts-order-service OrderRepository.findById start, target: ts-order-service Transaction.commit start, score: 0.8333333333333334, deepth: 7, pod ts-order-service-5b67c48447-fj8b7 [INFO]2023-08-17 13:33:38,279 pattern_ranker.py:608: [INFO]2023-08-17 13:33:43,426 data_integrate.py:481: [{'pod': 'ts-security-service-cb9788d56-bdkcx', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}] [INFO]2023-08-17 13:33:44,549 data_integrate.py:550: Data Integrate Complete! [INFO]2023-08-17 13:33:46,009 pattern_ranker.py:198: Soted Result List: [{'events': '88_89', 'score': 1.0, 'deepth': 7, 'pod': 'ts-security-service-cb9788d56-bdkcx', 'resource': 'NetworkP90(ms)'}, {'events': '33_34', 'score': 1.0, 'deepth': 5, 'pod': 'ts-security-service-cb9788d56-bdkcx', 'resource': 'NetworkP90(ms)'}, {'events': '611_635', 'score': 1.0, 'deepth': 4, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '670_671', 'score': 1.0, 'deepth': 3, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '632_609', 'score': 1.0, 'deepth': 2, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '141_145', 'score': 0.8571428571428571, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '459_461', 'score': 0.8571428571428571, 'deepth': 4, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '140_145', 'score': 0.8, 'deepth': 10, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '269_270', 'score': 0.8, 'deepth': 9, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '273_275', 'score': 0.8, 'deepth': 7, 'pod': 'ts-food-service-f5756978c-6sb8t'}, {'events': '512_523', 'score': 0.8, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '374_527', 'score': 0.7777777777777778, 'deepth': 13, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '132_145', 'score': 0.7777777777777778, 'deepth': 9, 'pod': 'ts-basic-service-5dc8d4f9fd-llznp'}, {'events': '407_86', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '405_533', 'score': 0.7777777777777778, 'deepth': 8, 'pod': 'ts-order-other-service-6cdbf9b4cc-swvb5'}, {'events': '305_538', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-travel2-service-5c66d57d58-zxw8n'}, {'events': '214_543', 'score': 0.7777777777777778, 'deepth': 7, 'pod': 'ts-seat-service-5c95b49cff-mxdsg'}, {'events': '504_503', 'score': 0.7777777777777778, 'deepth': 4, 'pod': 'ts-preserve-other-service-66646bdb5b-l8hp6'}, {'events': '5_499', 'score': 0.7777777777777778, 'deepth': 1, 'pod': 'ts-gateway-service-6f6cfc45b-d9pnv'}, {'events': '169_170', 'score': 0.75, 'deepth': 11, 'pod': 'ts-route-service-b6c59fb57-dz9bw'}, {'events': '169_171', 'score': 0.75, 'deepth': 11, 'pod': 'ts-route-service-b6c59fb57-dz9bw'}, {'events': '192_193', 'score': 0.7272727272727273, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '192_194', 'score': 0.7272727272727273, 'deepth': 13, 'pod': 'ts-price-service-76846864d9-nmjz7'}, {'events': '102_104', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '102_106', 'score': 0.7272727272727273, 'deepth': 7, 'pod': 'ts-contacts-service-866bd68c97-dzqgd'}, {'events': '122_123', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}, {'events': '122_124', 'score': 0.7, 'deepth': 7, 'pod': 'ts-travel-service-64469b5b48-5rjvb'}] [INFO]2023-08-17 13:33:46,019 pattern_ranker.py:551: 2023-01-30 14:08:19 Inject RCA Pod Result: [INFO]2023-08-17 13:33:46,019 pattern_ranker.py:553: 2023-01-30 14:08:19 Inject Ground Truth: ts-security-service-cb9788d56-bdkcx, network_delay [INFO]2023-08-17 13:33:46,019 pattern_ranker.py:566: 2023-01-30 14:08:19 Inject Ground Truth: ts-security-service-cb9788d56-bdkcx, network_delay score 1 [INFO]2023-08-17 13:33:46,019 pattern_ranker.py:604: source :ts-security-service SecurityRepository.findByName start, target: ts-security-service SecurityRepository.findByName end, score: 1.0, deepth: 7, pod ts-security-service-cb9788d56-bdkcx, resource NetworkP90(ms) [INFO]2023-08-17 13:33:46,019 pattern_ranker.py:604: source :ts-security-service /api/v1/securityservice/securityConfigs/{accountId} start, target: ts-security-service /api/v1/securityservice/securityConfigs/{accountId} end, score: 1.0, deepth: 5, pod ts-security-service-cb9788d56-bdkcx, resource NetworkP90(ms) [INFO]2023-08-17 13:33:46,020 pattern_ranker.py:607: source :t.s.TravelServiceImpl#343, target: ts-travel-service TravelController.queryInfo end, score: 1.0, deepth: 4, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:46,021 pattern_ranker.py:607: source :ts-travel-service BasicErrorController.error start, target: ts-travel-service BasicErrorController.error end, score: 1.0, deepth: 3, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:46,022 pattern_ranker.py:607: source :ts-travel-service /api/v1/travelservice/trips/left start, target: ERROR o.a.c.c.C.[.[.[.[dispatcherServlet]#175, score: 1.0, deepth: 2, pod ts-travel-service-64469b5b48-5rjvb [INFO]2023-08-17 13:33:46,023 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#425, target: ts-basic-service HTTP GET start, score: 0.8571428571428571, deepth: 10, pod ts-basic-service-5dc8d4f9fd-llznp [INFO]2023-08-17 13:33:46,023 pattern_ranker.py:607: source :f.s.FoodServiceImpl#214, target: ts-food-service HTTP GET start, score: 0.8571428571428571, deepth: 4, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:33:46,024 pattern_ranker.py:607: source :f.m.s.BasicServiceImpl#438, target: ts-basic-service HTTP GET start, score: 0.8, deepth: 10, pod ts-basic-service-5dc8d4f9fd-llznp [INFO]2023-08-17 13:33:46,024 pattern_ranker.py:607: source :ts-food-service SELECT ts.food order start, target: ts-food-service SELECT ts.food order end, score: 0.8, deepth: 9, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:607: source :ts-food-service <default> send start, target: ts-delivery-service food delivery process start, score: 0.8, deepth: 7, pod ts-food-service-f5756978c-6sb8t [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:608: [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:609: [1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 3, 1, 1, 1, 1, 1] [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:622: -------- ts Fault numbuer : 45------- [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:623: --------AS@1 Result------- [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:624: 86.666667 % [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:625: --------AS@3 Result------- [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:626: 97.777778 % [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:627: --------AS@5 Result------- [INFO]2023-08-17 13:33:46,025 pattern_ranker.py:628: 97.777778 %