[INFO]2023-08-20 02:29:52,384 main.py:45: ------- OnlineBoutique Result at inner service level -------
[INFO]2023-08-20 02:30:16,312 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:30:35,701 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:30:51,481 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'frontend-579b9bff58-t2dbm', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:31:01,994 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:31:02,218 pattern_ranker.py:198: Soted Result List: [{'events': '76_4', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm', 'resource': 'CpuUsageRate(%)'}, {'events': '104_106', 'score': 0.7028169014084507, 'deepth': 2, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:31:02,276 pattern_ranker.py:260: 2022-08-22 03:53:10 Inject RCA Result:
[INFO]2023-08-20 02:31:02,277 pattern_ranker.py:262: 2022-08-22 03:53:10 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_contention
[INFO]2023-08-20 02:31:02,277 pattern_ranker.py:277: 2022-08-22 03:53:10 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_contention score 1
[INFO]2023-08-20 02:31:02,277 pattern_ranker.py:315: source :frontend hipstershop.Frontend/Recv. start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:31:02,277 pattern_ranker.py:318: source :currencyservice grpc.hipstershop.CurrencyService/Convert start, target: currencyservice hipstershop.CurrencyService/Carry start, score: 0.7028169014084507, deepth: 2, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:31:02,277 pattern_ranker.py:326: 
[INFO]2023-08-20 02:31:14,853 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:31:29,398 data_integrate.py:550: Data Integrate Complete!
[ERROR]2023-08-20 02:31:31,177 pattern_ranker.py:191: Catch an exception: pop index out of range
[INFO]2023-08-20 02:31:31,178 pattern_ranker.py:198: Soted Result List: [{'events': '120_198', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '28_119', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '28_120', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '18_78', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_17', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_80', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_82', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_84', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_86', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_15', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:31:31,269 pattern_ranker.py:260: 2022-08-22 04:02:07 Inject RCA Result:
[INFO]2023-08-20 02:31:31,269 pattern_ranker.py:262: 2022-08-22 04:02:07 Inject Ground Truth: frontend-579b9bff58-t2dbm, return
[INFO]2023-08-20 02:31:31,269 pattern_ranker.py:293: 2022-08-22 04:02:07 Inject Ground Truth: frontend-579b9bff58-t2dbm, return score 2
[INFO]2023-08-20 02:31:31,269 pattern_ranker.py:315: source :adservice hipstershop.AdService/<:SPANID:> start, target: MemoryUsageRate(%), score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:31:31,270 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: adservice hipstershop.AdServiceImpl/getAds end, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:31:31,270 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: adservice hipstershop.AdService/<:SPANID:> start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:31:31,270 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.ProductCatalogService/GetProduct start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:31:31,270 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:31:31,270 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:31:31,270 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:31:31,271 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/GetSupportedCurrencies start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:31:31,271 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:31:31,271 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CartService/GetCart start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:31:31,271 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:31:31,271 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/Convert start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:31:31,271 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:31:31,272 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.RecommendationService/ListRecommendations start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:31:31,272 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:31:31,272 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:31:31,272 pattern_ranker.py:326: 
[INFO]2023-08-20 02:31:48,315 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'frontend-579b9bff58-t2dbm', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:32:03,874 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:32:04,166 pattern_ranker.py:198: Soted Result List: [{'events': '76_4', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm', 'resource': 'CpuUsageRate(%)'}, {'events': '24_100', 'score': 0.75, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:32:04,236 pattern_ranker.py:260: 2022-08-22 04:10:20 Inject RCA Result:
[INFO]2023-08-20 02:32:04,236 pattern_ranker.py:262: 2022-08-22 04:10:20 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_consumed
[INFO]2023-08-20 02:32:04,236 pattern_ranker.py:277: 2022-08-22 04:10:20 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_consumed score 1
[INFO]2023-08-20 02:32:04,237 pattern_ranker.py:315: source :frontend hipstershop.Frontend/Recv. start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:32:04,237 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.75, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:32:04,237 pattern_ranker.py:326: 
[INFO]2023-08-20 02:32:26,775 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:32:47,129 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:32:47,215 pattern_ranker.py:198: Soted Result List: [{'events': '50_49', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:32:47,316 pattern_ranker.py:260: 2022-08-22 04:18:35 Inject RCA Result:
[INFO]2023-08-20 02:32:47,316 pattern_ranker.py:262: 2022-08-22 04:18:35 Inject Ground Truth: frontend-579b9bff58-t2dbm, exception
[INFO]2023-08-20 02:32:47,316 pattern_ranker.py:293: 2022-08-22 04:18:35 Inject Ground Truth: frontend-579b9bff58-t2dbm, exception score 1
[INFO]2023-08-20 02:32:47,316 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Order placed complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:32:47,317 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to complete the order
[INFO]2023-08-20 02:32:47,317 pattern_ranker.py:326: 
[INFO]2023-08-20 02:33:08,037 data_integrate.py:481: [{'pod': 'cartservice-579f59597d-wc2lz', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:33:25,665 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:33:26,201 pattern_ranker.py:198: Soted Result List: [{'events': '102_25', 'score': 1.0, 'deepth': 6, 'pod': 'cartservice-579f59597d-wc2lz', 'resource': 'NetworkP90(ms)'}, {'events': '24_100', 'score': 1.0, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:33:26,282 pattern_ranker.py:260: 2022-08-22 04:27:03 Inject RCA Result:
[INFO]2023-08-20 02:33:26,282 pattern_ranker.py:262: 2022-08-22 04:27:03 Inject Ground Truth: cartservice-579f59597d-wc2lz, network_delay
[INFO]2023-08-20 02:33:26,282 pattern_ranker.py:277: 2022-08-22 04:27:03 Inject Ground Truth: cartservice-579f59597d-wc2lz, network_delay score 1
[INFO]2023-08-20 02:33:26,282 pattern_ranker.py:315: source :cartservice hipstershop.CartService/GetCart start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> GetCartAsync called with userId=<:USERID:>, score: 1.0, deepth: 6, pod cartservice-579f59597d-wc2lz, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:33:26,282 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 1.0, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:33:26,282 pattern_ranker.py:326: 
[INFO]2023-08-20 02:33:49,634 data_integrate.py:481: [{'pod': 'cartservice-579f59597d-wc2lz', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:34:11,344 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:34:11,677 pattern_ranker.py:198: Soted Result List: [{'events': '102_25', 'score': 1.0, 'deepth': 6, 'pod': 'cartservice-579f59597d-wc2lz', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:34:11,770 pattern_ranker.py:260: 2022-08-22 04:36:03 Inject RCA Result:
[INFO]2023-08-20 02:34:11,771 pattern_ranker.py:262: 2022-08-22 04:36:03 Inject Ground Truth: cartservice-579f59597d-wc2lz, cpu_contention
[INFO]2023-08-20 02:34:11,771 pattern_ranker.py:277: 2022-08-22 04:36:03 Inject Ground Truth: cartservice-579f59597d-wc2lz, cpu_contention score 1
[INFO]2023-08-20 02:34:11,771 pattern_ranker.py:315: source :cartservice hipstershop.CartService/GetCart start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> GetCartAsync called with userId=<:USERID:>, score: 1.0, deepth: 6, pod cartservice-579f59597d-wc2lz, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:34:11,771 pattern_ranker.py:326: 
[INFO]2023-08-20 02:34:34,442 data_integrate.py:481: [{'pod': 'checkoutservice-578fcf4766-9csqn', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:34:55,274 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:34:55,683 pattern_ranker.py:198: Soted Result List: [{'events': '158_65', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:34:55,774 pattern_ranker.py:260: 2022-08-22 04:44:16 Inject RCA Result:
[INFO]2023-08-20 02:34:55,774 pattern_ranker.py:262: 2022-08-22 04:44:16 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, cpu_contention
[INFO]2023-08-20 02:34:55,774 pattern_ranker.py:277: 2022-08-22 04:44:16 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, cpu_contention score 1
[INFO]2023-08-20 02:34:55,774 pattern_ranker.py:315: source :checkoutservice hipstershop.CheckoutService/ConvertCurrency start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Start convert currency from currency code:<:ITEM:>, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:34:55,774 pattern_ranker.py:326: 
[INFO]2023-08-20 02:35:20,009 data_integrate.py:481: [{'pod': 'checkoutservice-578fcf4766-9csqn', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:35:41,973 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:35:42,375 pattern_ranker.py:198: Soted Result List: [{'events': '158_65', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:35:42,474 pattern_ranker.py:260: 2022-08-22 04:52:55 Inject RCA Result:
[INFO]2023-08-20 02:35:42,474 pattern_ranker.py:262: 2022-08-22 04:52:55 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, network_delay
[INFO]2023-08-20 02:35:42,474 pattern_ranker.py:277: 2022-08-22 04:52:55 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, network_delay score 1
[INFO]2023-08-20 02:35:42,474 pattern_ranker.py:315: source :checkoutservice hipstershop.CheckoutService/ConvertCurrency start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Start convert currency from currency code:<:ITEM:>, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:35:42,474 pattern_ranker.py:326: 
[INFO]2023-08-20 02:36:05,885 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'currencyservice-cf787dd48-vpjrd', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:36:25,614 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:36:26,575 pattern_ranker.py:198: Soted Result List: [{'events': '62_61', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '62_150', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '73_60', 'score': 1.0, 'deepth': 3, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '104_23', 'score': 1.0, 'deepth': 2, 'pod': 'currencyservice-cf787dd48-vpjrd', 'resource': 'CpuUsageRate(%)'}, {'events': '50_49', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:36:26,661 pattern_ranker.py:260: 2022-08-22 05:01:13 Inject RCA Result:
[INFO]2023-08-20 02:36:26,661 pattern_ranker.py:262: 2022-08-22 05:01:13 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, exception
[INFO]2023-08-20 02:36:26,661 pattern_ranker.py:293: 2022-08-22 05:01:13 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, exception score 1
[INFO]2023-08-20 02:36:26,661 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Charge successfully, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:36:26,662 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to connect payment service: connect error.
[INFO]2023-08-20 02:36:26,662 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: checkoutservice hipstershop.PaymentService/Charge start, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:36:26,662 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to connect payment service: connect error.
[INFO]2023-08-20 02:36:26,662 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Payment went through (transaction id: <:*:>, score: 1.0, deepth: 3, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:36:26,662 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: checkoutservice hipstershop.CheckoutService/PlaceOrder end
[INFO]2023-08-20 02:36:26,663 pattern_ranker.py:315: source :currencyservice grpc.hipstershop.CurrencyService/Convert start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, score: 1.0, deepth: 2, pod currencyservice-cf787dd48-vpjrd, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:36:26,663 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Order placed complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:36:26,663 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to complete the order
[INFO]2023-08-20 02:36:26,663 pattern_ranker.py:326: 
[INFO]2023-08-20 02:36:50,044 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:37:10,713 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:37:10,878 pattern_ranker.py:198: Soted Result List: [{'events': '62_61', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '73_60', 'score': 1.0, 'deepth': 3, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '50_49', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:37:10,979 pattern_ranker.py:260: 2022-08-22 05:09:50 Inject RCA Result:
[INFO]2023-08-20 02:37:10,979 pattern_ranker.py:262: 2022-08-22 05:09:50 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, return
[INFO]2023-08-20 02:37:10,979 pattern_ranker.py:293: 2022-08-22 05:09:50 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, return score 1
[INFO]2023-08-20 02:37:10,979 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Charge successfully, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:37:10,979 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not charge the card: charge card error.
[INFO]2023-08-20 02:37:10,979 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Payment went through (transaction id: <:*:>, score: 1.0, deepth: 3, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:37:10,980 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: checkoutservice hipstershop.CheckoutService/PlaceOrder end
[INFO]2023-08-20 02:37:10,980 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Order placed complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:37:10,980 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to complete the order
[INFO]2023-08-20 02:37:10,980 pattern_ranker.py:326: 
[INFO]2023-08-20 02:37:15,655 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'currencyservice-cf787dd48-vpjrd', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:37:18,728 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:37:21,344 pattern_ranker.py:198: Soted Result List: [{'events': '104_23', 'score': 1.0, 'deepth': 2, 'pod': 'currencyservice-cf787dd48-vpjrd', 'resource': 'CpuUsageRate(%)'}, {'events': '4_18', 'score': 0.8644688644688645, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_15', 'score': 0.8644688644688645, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '120_198', 'score': 0.8567493112947658, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '4_3', 'score': 0.8285714285714286, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '76_4', 'score': 0.8116883116883117, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '69_146', 'score': 0.7924528301886793, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '69_158', 'score': 0.7924528301886793, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '38_84', 'score': 0.7769607843137255, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:37:21,379 pattern_ranker.py:260: 2022-08-22 05:18:09 Inject RCA Result:
[INFO]2023-08-20 02:37:21,379 pattern_ranker.py:262: 2022-08-22 05:18:09 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, cpu_contention
[INFO]2023-08-20 02:37:21,379 pattern_ranker.py:277: 2022-08-22 05:18:09 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, cpu_contention score 1
[INFO]2023-08-20 02:37:21,379 pattern_ranker.py:315: source :currencyservice grpc.hipstershop.CurrencyService/Convert start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, score: 1.0, deepth: 2, pod currencyservice-cf787dd48-vpjrd, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:37:21,379 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, score: 0.8644688644688645, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:37:21,379 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page complete, score: 0.8644688644688645, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:37:21,380 pattern_ranker.py:315: source :adservice hipstershop.AdService/<:SPANID:> start, target: MemoryUsageRate(%), score: 0.8567493112947658, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:37:21,380 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Adding to cart started, score: 0.8285714285714286, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:37:21,380 pattern_ranker.py:318: source :frontend hipstershop.Frontend/Recv. start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, score: 0.8116883116883117, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:37:21,380 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.ProductCatalogService/GetProduct start, score: 0.7924528301886793, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:37:21,380 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.CheckoutService/ConvertCurrency start, score: 0.7924528301886793, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:37:21,380 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> View user cart start, target: frontend hipstershop.CurrencyService/Convert start, score: 0.7769607843137255, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:37:21,380 pattern_ranker.py:326: 
[INFO]2023-08-20 02:37:34,290 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'currencyservice-cf787dd48-vpjrd', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:37:42,992 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:37:43,795 pattern_ranker.py:198: Soted Result List: [{'events': '104_23', 'score': 1.0, 'deepth': 2, 'pod': 'currencyservice-cf787dd48-vpjrd', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:37:43,857 pattern_ranker.py:260: 2022-08-22 05:27:06 Inject RCA Result:
[INFO]2023-08-20 02:37:43,858 pattern_ranker.py:262: 2022-08-22 05:27:06 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, network_delay
[INFO]2023-08-20 02:37:43,858 pattern_ranker.py:277: 2022-08-22 05:27:06 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, network_delay score 1
[INFO]2023-08-20 02:37:43,858 pattern_ranker.py:315: source :currencyservice grpc.hipstershop.CurrencyService/Convert start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, score: 1.0, deepth: 2, pod currencyservice-cf787dd48-vpjrd, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:37:43,858 pattern_ranker.py:326: 
[INFO]2023-08-20 02:38:06,811 data_integrate.py:481: [{'pod': 'emailservice-55fdc5b988-f6xth', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:38:26,561 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:38:26,663 pattern_ranker.py:198: Soted Result List: [{'events': '187_52', 'score': 1.0, 'deepth': 5, 'pod': 'emailservice-55fdc5b988-f6xth', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:38:26,748 pattern_ranker.py:260: 2022-08-22 05:35:34 Inject RCA Result:
[INFO]2023-08-20 02:38:26,748 pattern_ranker.py:262: 2022-08-22 05:35:34 Inject Ground Truth: emailservice-55fdc5b988-f6xth, cpu_contention
[INFO]2023-08-20 02:38:26,748 pattern_ranker.py:277: 2022-08-22 05:35:34 Inject Ground Truth: emailservice-55fdc5b988-f6xth, cpu_contention score 1
[INFO]2023-08-20 02:38:26,748 pattern_ranker.py:315: source :emailservice /hipstershop.EmailService/SendOrderConfirmation start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Send order confirmation email to someone@example.com start., score: 1.0, deepth: 5, pod emailservice-55fdc5b988-f6xth, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:38:26,748 pattern_ranker.py:326: 
[INFO]2023-08-20 02:38:49,668 data_integrate.py:481: [{'pod': 'emailservice-55fdc5b988-f6xth', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:39:09,812 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:39:09,920 pattern_ranker.py:198: Soted Result List: [{'events': '187_52', 'score': 1.0, 'deepth': 5, 'pod': 'emailservice-55fdc5b988-f6xth', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:39:10,022 pattern_ranker.py:260: 2022-08-22 05:43:48 Inject RCA Result:
[INFO]2023-08-20 02:39:10,022 pattern_ranker.py:262: 2022-08-22 05:43:48 Inject Ground Truth: emailservice-55fdc5b988-f6xth, network_delay
[INFO]2023-08-20 02:39:10,022 pattern_ranker.py:277: 2022-08-22 05:43:48 Inject Ground Truth: emailservice-55fdc5b988-f6xth, network_delay score 1
[INFO]2023-08-20 02:39:10,022 pattern_ranker.py:315: source :emailservice /hipstershop.EmailService/SendOrderConfirmation start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Send order confirmation email to someone@example.com start., score: 1.0, deepth: 5, pod emailservice-55fdc5b988-f6xth, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:39:10,022 pattern_ranker.py:326: 
[INFO]2023-08-20 02:39:33,245 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'paymentservice-9cdb6588f-554sm', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:39:55,486 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:39:55,586 pattern_ranker.py:198: Soted Result List: [{'events': '165_48', 'score': 1.0, 'deepth': 5, 'pod': 'paymentservice-9cdb6588f-554sm', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:39:55,676 pattern_ranker.py:260: 2022-08-22 05:52:54 Inject RCA Result:
[INFO]2023-08-20 02:39:55,676 pattern_ranker.py:262: 2022-08-22 05:52:54 Inject Ground Truth: paymentservice-9cdb6588f-554sm, network_delay
[INFO]2023-08-20 02:39:55,676 pattern_ranker.py:277: 2022-08-22 05:52:54 Inject Ground Truth: paymentservice-9cdb6588f-554sm, network_delay score 1
[INFO]2023-08-20 02:39:55,676 pattern_ranker.py:315: source :paymentservice grpc.hipstershop.PaymentService/Charge start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> PaymentService#Charge invoked with request<:ITEM:>, score: 1.0, deepth: 5, pod paymentservice-9cdb6588f-554sm, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:39:55,676 pattern_ranker.py:326: 
[INFO]2023-08-20 02:40:18,507 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'paymentservice-9cdb6588f-554sm', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:40:39,070 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:40:39,168 pattern_ranker.py:198: Soted Result List: [{'events': '165_48', 'score': 1.0, 'deepth': 5, 'pod': 'paymentservice-9cdb6588f-554sm', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:40:39,258 pattern_ranker.py:260: 2022-08-22 06:01:18 Inject RCA Result:
[INFO]2023-08-20 02:40:39,258 pattern_ranker.py:262: 2022-08-22 06:01:18 Inject Ground Truth: paymentservice-9cdb6588f-554sm, cpu_contention
[INFO]2023-08-20 02:40:39,258 pattern_ranker.py:277: 2022-08-22 06:01:18 Inject Ground Truth: paymentservice-9cdb6588f-554sm, cpu_contention score 1
[INFO]2023-08-20 02:40:39,258 pattern_ranker.py:315: source :paymentservice grpc.hipstershop.PaymentService/Charge start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> PaymentService#Charge invoked with request<:ITEM:>, score: 1.0, deepth: 5, pod paymentservice-9cdb6588f-554sm, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:40:39,258 pattern_ranker.py:326: 
[INFO]2023-08-20 02:40:58,766 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'productcatalogservice-668d5f85fb-wckp8', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:41:17,078 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:41:18,424 pattern_ranker.py:198: Soted Result List: [{'events': '90_8', 'score': 1.0, 'deepth': 6, 'pod': 'productcatalogservice-668d5f85fb-wckp8', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:41:18,509 pattern_ranker.py:260: 2022-08-22 06:35:39 Inject RCA Result:
[INFO]2023-08-20 02:41:18,509 pattern_ranker.py:262: 2022-08-22 06:35:39 Inject Ground Truth: productcatalogservice-668d5f85fb-wckp8, cpu_consumed
[INFO]2023-08-20 02:41:18,509 pattern_ranker.py:277: 2022-08-22 06:35:39 Inject Ground Truth: productcatalogservice-668d5f85fb-wckp8, cpu_consumed score 1
[INFO]2023-08-20 02:41:18,510 pattern_ranker.py:315: source :productcatalogservice hipstershop.ProductCatalogService/GetProduct start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product with name and description <:*:>, score: 1.0, deepth: 6, pod productcatalogservice-668d5f85fb-wckp8, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:41:18,510 pattern_ranker.py:326: 
[INFO]2023-08-20 02:41:37,798 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'recommendationservice-6cfdd55578-gfj6q', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:41:55,914 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:41:56,107 pattern_ranker.py:198: Soted Result List: [{'events': '108_7', 'score': 1.0, 'deepth': 2, 'pod': 'recommendationservice-6cfdd55578-gfj6q', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:41:56,190 pattern_ranker.py:260: 2022-08-22 06:52:56 Inject RCA Result:
[INFO]2023-08-20 02:41:56,191 pattern_ranker.py:262: 2022-08-22 06:52:56 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, network_delay
[INFO]2023-08-20 02:41:56,191 pattern_ranker.py:277: 2022-08-22 06:52:56 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, network_delay score 1
[INFO]2023-08-20 02:41:56,191 pattern_ranker.py:315: source :recommendationservice /hipstershop.RecommendationService/ListRecommendations start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query Recommendations, score: 1.0, deepth: 2, pod recommendationservice-6cfdd55578-gfj6q, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:41:56,191 pattern_ranker.py:326: 
[INFO]2023-08-20 02:42:14,904 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'recommendationservice-6cfdd55578-gfj6q', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:42:32,029 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:42:32,230 pattern_ranker.py:198: Soted Result List: [{'events': '108_7', 'score': 1.0, 'deepth': 2, 'pod': 'recommendationservice-6cfdd55578-gfj6q', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:42:32,314 pattern_ranker.py:260: 2022-08-22 07:01:25 Inject RCA Result:
[INFO]2023-08-20 02:42:32,314 pattern_ranker.py:262: 2022-08-22 07:01:25 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_contention
[INFO]2023-08-20 02:42:32,315 pattern_ranker.py:277: 2022-08-22 07:01:25 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_contention score 1
[INFO]2023-08-20 02:42:32,315 pattern_ranker.py:315: source :recommendationservice /hipstershop.RecommendationService/ListRecommendations start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query Recommendations, score: 1.0, deepth: 2, pod recommendationservice-6cfdd55578-gfj6q, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:42:32,315 pattern_ranker.py:326: 
[INFO]2023-08-20 02:42:43,684 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'recommendationservice-6cfdd55578-gfj6q', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:42:51,174 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:42:52,460 pattern_ranker.py:198: Soted Result List: [{'events': '108_7', 'score': 1.0, 'deepth': 2, 'pod': 'recommendationservice-6cfdd55578-gfj6q', 'resource': 'CpuUsageRate(%)'}, {'events': '104_106', 'score': 0.7067988668555241, 'deepth': 2, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '28_208', 'score': 0.6753246753246753, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '4_42', 'score': 0.6753246753246753, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_41', 'score': 0.6753246753246753, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '4_40', 'score': 0.6744186046511628, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:42:52,513 pattern_ranker.py:260: 2022-08-22 07:10:43 Inject RCA Result:
[INFO]2023-08-20 02:42:52,513 pattern_ranker.py:262: 2022-08-22 07:10:43 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_consumed
[INFO]2023-08-20 02:42:52,513 pattern_ranker.py:277: 2022-08-22 07:10:43 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_consumed score 1
[INFO]2023-08-20 02:42:52,513 pattern_ranker.py:315: source :recommendationservice /hipstershop.RecommendationService/ListRecommendations start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query Recommendations, score: 1.0, deepth: 2, pod recommendationservice-6cfdd55578-gfj6q, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:42:52,513 pattern_ranker.py:318: source :currencyservice grpc.hipstershop.CurrencyService/Convert start, target: currencyservice hipstershop.CurrencyService/Carry start, score: 0.7067988668555241, deepth: 2, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:42:52,514 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: <:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> No context provided. Constructe random Ads start, score: 0.6753246753246753, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:42:52,514 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home started, score: 0.6753246753246753, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:42:52,514 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home complete, score: 0.6753246753246753, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:42:52,514 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Setting currency started, score: 0.6744186046511628, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:42:52,514 pattern_ranker.py:326: 
[INFO]2023-08-20 02:43:14,301 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'shippingservice-7b598fc7d-lmggd', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:43:33,294 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:43:33,957 pattern_ranker.py:198: Soted Result List: [{'events': '130_34', 'score': 1.0, 'deepth': 8, 'pod': 'shippingservice-7b598fc7d-lmggd', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:43:34,048 pattern_ranker.py:260: 2022-08-22 07:17:55 Inject RCA Result:
[INFO]2023-08-20 02:43:34,049 pattern_ranker.py:262: 2022-08-22 07:17:55 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, network_delay
[INFO]2023-08-20 02:43:34,049 pattern_ranker.py:277: 2022-08-22 07:17:55 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, network_delay score 1
[INFO]2023-08-20 02:43:34,049 pattern_ranker.py:315: source :shippingservice hipstershop.ShippingService/QuoteByCountFloat start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:>[QuoteByCountFloat] received request, score: 1.0, deepth: 8, pod shippingservice-7b598fc7d-lmggd, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:43:34,049 pattern_ranker.py:326: 
[INFO]2023-08-20 02:43:55,931 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'shippingservice-7b598fc7d-lmggd', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:44:15,964 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:44:16,618 pattern_ranker.py:198: Soted Result List: [{'events': '130_34', 'score': 1.0, 'deepth': 8, 'pod': 'shippingservice-7b598fc7d-lmggd', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:44:16,711 pattern_ranker.py:260: 2022-08-22 07:26:48 Inject RCA Result:
[INFO]2023-08-20 02:44:16,712 pattern_ranker.py:262: 2022-08-22 07:26:48 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, cpu_contention
[INFO]2023-08-20 02:44:16,712 pattern_ranker.py:277: 2022-08-22 07:26:48 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, cpu_contention score 1
[INFO]2023-08-20 02:44:16,712 pattern_ranker.py:315: source :shippingservice hipstershop.ShippingService/QuoteByCountFloat start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:>[QuoteByCountFloat] received request, score: 1.0, deepth: 8, pod shippingservice-7b598fc7d-lmggd, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:44:16,712 pattern_ranker.py:326: 
[INFO]2023-08-20 02:44:39,738 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:45:01,610 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:45:02,432 pattern_ranker.py:198: Soted Result List: [{'events': '28_208', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '16_41', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:45:02,531 pattern_ranker.py:260: 2022-08-22 07:44:20 Inject RCA Result:
[INFO]2023-08-20 02:45:02,532 pattern_ranker.py:262: 2022-08-22 07:44:20 Inject Ground Truth: adservice-5f6585d649-fnmft, return
[INFO]2023-08-20 02:45:02,532 pattern_ranker.py:293: 2022-08-22 07:44:20 Inject Ground Truth: adservice-5f6585d649-fnmft, return score 1
[INFO]2023-08-20 02:45:02,532 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: <:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> No context provided. Constructe random Ads start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:45:02,532 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:45:02,532 pattern_ranker.py:326: 
[INFO]2023-08-20 02:45:23,677 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:45:44,475 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:45:45,287 pattern_ranker.py:198: Soted Result List: [{'events': '28_208', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '16_41', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:45:45,382 pattern_ranker.py:260: 2022-08-22 07:53:33 Inject RCA Result:
[INFO]2023-08-20 02:45:45,382 pattern_ranker.py:262: 2022-08-22 07:53:33 Inject Ground Truth: adservice-5f6585d649-fnmft, exception
[INFO]2023-08-20 02:45:45,382 pattern_ranker.py:293: 2022-08-22 07:53:33 Inject Ground Truth: adservice-5f6585d649-fnmft, exception score 1
[INFO]2023-08-20 02:45:45,382 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: <:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> No context provided. Constructe random Ads start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:45:45,383 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:45:45,383 pattern_ranker.py:326: 
[INFO]2023-08-20 02:46:07,616 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:46:27,581 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:46:43,311 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'frontend-579b9bff58-t2dbm', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:46:54,957 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:46:55,261 pattern_ranker.py:198: Soted Result List: [{'events': '76_4', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm', 'resource': 'CpuUsageRate(%)'}, {'events': '24_100', 'score': 0.7368421052631579, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:46:55,330 pattern_ranker.py:260: 2022-08-23 12:01:25 Inject RCA Result:
[INFO]2023-08-20 02:46:55,330 pattern_ranker.py:262: 2022-08-23 12:01:25 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_contention
[INFO]2023-08-20 02:46:55,330 pattern_ranker.py:277: 2022-08-23 12:01:25 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_contention score 1
[INFO]2023-08-20 02:46:55,330 pattern_ranker.py:315: source :frontend hipstershop.Frontend/Recv. start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:46:55,330 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7368421052631579, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:46:55,330 pattern_ranker.py:326: 
[INFO]2023-08-20 02:47:06,845 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:47:20,955 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:47:23,224 pattern_ranker.py:198: Soted Result List: [{'events': '120_198', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '28_119', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '28_120', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '18_78', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_17', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_80', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_82', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_84', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_86', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_15', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:47:23,310 pattern_ranker.py:260: 2022-08-23 12:10:21 Inject RCA Result:
[INFO]2023-08-20 02:47:23,311 pattern_ranker.py:262: 2022-08-23 12:10:21 Inject Ground Truth: frontend-579b9bff58-t2dbm, return
[INFO]2023-08-20 02:47:23,311 pattern_ranker.py:293: 2022-08-23 12:10:21 Inject Ground Truth: frontend-579b9bff58-t2dbm, return score 2
[INFO]2023-08-20 02:47:23,311 pattern_ranker.py:315: source :adservice hipstershop.AdService/<:SPANID:> start, target: MemoryUsageRate(%), score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:47:23,311 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: adservice hipstershop.AdServiceImpl/getAds end, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:47:23,312 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: adservice hipstershop.AdService/<:SPANID:> start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:47:23,312 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.ProductCatalogService/GetProduct start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:47:23,312 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:47:23,312 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:47:23,312 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:47:23,312 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/GetSupportedCurrencies start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:47:23,313 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:47:23,313 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CartService/GetCart start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:47:23,313 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:47:23,313 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/Convert start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:47:23,313 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:47:23,313 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.RecommendationService/ListRecommendations start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:47:23,314 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Product id not specified
[INFO]2023-08-20 02:47:23,314 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:47:23,314 pattern_ranker.py:326: 
[INFO]2023-08-20 02:47:41,069 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'frontend-579b9bff58-t2dbm', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:47:57,126 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:47:57,426 pattern_ranker.py:198: Soted Result List: [{'events': '76_4', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm', 'resource': 'CpuUsageRate(%)'}, {'events': '24_100', 'score': 0.7, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:47:57,517 pattern_ranker.py:260: 2022-08-23 12:18:23 Inject RCA Result:
[INFO]2023-08-20 02:47:57,517 pattern_ranker.py:262: 2022-08-23 12:18:23 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_consumed
[INFO]2023-08-20 02:47:57,517 pattern_ranker.py:277: 2022-08-23 12:18:23 Inject Ground Truth: frontend-579b9bff58-t2dbm, cpu_consumed score 1
[INFO]2023-08-20 02:47:57,517 pattern_ranker.py:315: source :frontend hipstershop.Frontend/Recv. start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:47:57,517 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:47:57,517 pattern_ranker.py:326: 
[INFO]2023-08-20 02:48:19,375 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:48:39,887 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:48:39,965 pattern_ranker.py:198: Soted Result List: [{'events': '50_49', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:48:40,061 pattern_ranker.py:260: 2022-08-23 12:27:23 Inject RCA Result:
[INFO]2023-08-20 02:48:40,061 pattern_ranker.py:262: 2022-08-23 12:27:23 Inject Ground Truth: frontend-579b9bff58-t2dbm, exception
[INFO]2023-08-20 02:48:40,062 pattern_ranker.py:293: 2022-08-23 12:27:23 Inject Ground Truth: frontend-579b9bff58-t2dbm, exception score 1
[INFO]2023-08-20 02:48:40,062 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Order placed complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:48:40,062 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to complete the order
[INFO]2023-08-20 02:48:40,062 pattern_ranker.py:326: 
[INFO]2023-08-20 02:49:01,305 data_integrate.py:481: [{'pod': 'cartservice-579f59597d-wc2lz', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:49:20,527 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:49:21,314 pattern_ranker.py:198: Soted Result List: [{'events': '102_25', 'score': 1.0, 'deepth': 6, 'pod': 'cartservice-579f59597d-wc2lz', 'resource': 'NetworkP90(ms)'}, {'events': '24_100', 'score': 0.7, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '23_100', 'score': 0.6744186046511628, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:49:21,420 pattern_ranker.py:260: 2022-08-23 12:35:57 Inject RCA Result:
[INFO]2023-08-20 02:49:21,421 pattern_ranker.py:262: 2022-08-23 12:35:57 Inject Ground Truth: cartservice-579f59597d-wc2lz, network_delay
[INFO]2023-08-20 02:49:21,421 pattern_ranker.py:277: 2022-08-23 12:35:57 Inject Ground Truth: cartservice-579f59597d-wc2lz, network_delay score 1
[INFO]2023-08-20 02:49:21,421 pattern_ranker.py:315: source :cartservice hipstershop.CartService/GetCart start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> GetCartAsync called with userId=<:USERID:>, score: 1.0, deepth: 6, pod cartservice-579f59597d-wc2lz, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:49:21,421 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:49:21,421 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.6744186046511628, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:49:21,421 pattern_ranker.py:326: 
[INFO]2023-08-20 02:49:43,460 data_integrate.py:481: [{'pod': 'cartservice-579f59597d-wc2lz', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:50:02,780 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:50:03,336 pattern_ranker.py:198: Soted Result List: [{'events': '102_25', 'score': 1.0, 'deepth': 6, 'pod': 'cartservice-579f59597d-wc2lz', 'resource': 'CpuUsageRate(%)'}, {'events': '24_100', 'score': 0.7, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:50:03,434 pattern_ranker.py:260: 2022-08-23 12:45:08 Inject RCA Result:
[INFO]2023-08-20 02:50:03,434 pattern_ranker.py:262: 2022-08-23 12:45:08 Inject Ground Truth: cartservice-579f59597d-wc2lz, cpu_contention
[INFO]2023-08-20 02:50:03,434 pattern_ranker.py:277: 2022-08-23 12:45:08 Inject Ground Truth: cartservice-579f59597d-wc2lz, cpu_contention score 1
[INFO]2023-08-20 02:50:03,434 pattern_ranker.py:315: source :cartservice hipstershop.CartService/GetCart start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> GetCartAsync called with userId=<:USERID:>, score: 1.0, deepth: 6, pod cartservice-579f59597d-wc2lz, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:50:03,435 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:50:03,435 pattern_ranker.py:326: 
[INFO]2023-08-20 02:50:25,767 data_integrate.py:481: [{'pod': 'checkoutservice-578fcf4766-9csqn', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:50:47,307 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:50:47,944 pattern_ranker.py:198: Soted Result List: [{'events': '158_65', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn', 'resource': 'NetworkP90(ms)'}, {'events': '23_100', 'score': 0.7073170731707317, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:50:48,056 pattern_ranker.py:260: 2022-08-23 12:53:52 Inject RCA Result:
[INFO]2023-08-20 02:50:48,057 pattern_ranker.py:262: 2022-08-23 12:53:52 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, network_delay
[INFO]2023-08-20 02:50:48,057 pattern_ranker.py:277: 2022-08-23 12:53:52 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, network_delay score 1
[INFO]2023-08-20 02:50:48,057 pattern_ranker.py:315: source :checkoutservice hipstershop.CheckoutService/ConvertCurrency start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Start convert currency from currency code:<:ITEM:>, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:50:48,057 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7073170731707317, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:50:48,057 pattern_ranker.py:326: 
[INFO]2023-08-20 02:51:11,437 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:51:31,608 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:51:32,057 pattern_ranker.py:198: Soted Result List: [{'events': '62_61', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '62_150', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '73_60', 'score': 1.0, 'deepth': 3, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '50_49', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '23_100', 'score': 0.6904761904761905, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:51:32,156 pattern_ranker.py:260: 2022-08-23 13:02:09 Inject RCA Result:
[INFO]2023-08-20 02:51:32,156 pattern_ranker.py:262: 2022-08-23 13:02:09 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, exception
[INFO]2023-08-20 02:51:32,156 pattern_ranker.py:293: 2022-08-23 13:02:09 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, exception score 1
[INFO]2023-08-20 02:51:32,157 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Charge successfully, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:51:32,157 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to connect payment service: connect error.
[INFO]2023-08-20 02:51:32,157 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: checkoutservice hipstershop.PaymentService/Charge start, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:51:32,157 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to connect payment service: connect error.
[INFO]2023-08-20 02:51:32,157 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Payment went through (transaction id: <:*:>, score: 1.0, deepth: 3, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:51:32,158 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: checkoutservice hipstershop.CheckoutService/PlaceOrder end
[INFO]2023-08-20 02:51:32,158 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Order placed complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:51:32,158 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to complete the order
[INFO]2023-08-20 02:51:32,158 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.6904761904761905, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:51:32,158 pattern_ranker.py:326: 
[INFO]2023-08-20 02:51:55,416 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:52:15,344 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:52:15,511 pattern_ranker.py:198: Soted Result List: [{'events': '62_61', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '73_60', 'score': 1.0, 'deepth': 3, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '50_49', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 02:52:15,615 pattern_ranker.py:260: 2022-08-23 13:10:36 Inject RCA Result:
[INFO]2023-08-20 02:52:15,615 pattern_ranker.py:262: 2022-08-23 13:10:36 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, return
[INFO]2023-08-20 02:52:15,615 pattern_ranker.py:293: 2022-08-23 13:10:36 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, return score 1
[INFO]2023-08-20 02:52:15,615 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Charge successfully, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:52:15,616 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start charge card, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not charge the card: charge card error.
[INFO]2023-08-20 02:52:15,616 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Payment went through (transaction id: <:*:>, score: 1.0, deepth: 3, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:52:15,616 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Get OrderID <:USERID:>, target: checkoutservice hipstershop.CheckoutService/PlaceOrder end
[INFO]2023-08-20 02:52:15,616 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Order placed complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:52:15,616 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to complete the order
[INFO]2023-08-20 02:52:15,616 pattern_ranker.py:326: 
[INFO]2023-08-20 02:52:37,888 data_integrate.py:481: [{'pod': 'checkoutservice-578fcf4766-9csqn', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:52:57,931 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:52:58,320 pattern_ranker.py:198: Soted Result List: [{'events': '158_65', 'score': 1.0, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:52:58,409 pattern_ranker.py:260: 2022-08-23 13:19:06 Inject RCA Result:
[INFO]2023-08-20 02:52:58,409 pattern_ranker.py:262: 2022-08-23 13:19:06 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, cpu_consumed
[INFO]2023-08-20 02:52:58,409 pattern_ranker.py:277: 2022-08-23 13:19:06 Inject Ground Truth: checkoutservice-578fcf4766-9csqn, cpu_consumed score 1
[INFO]2023-08-20 02:52:58,409 pattern_ranker.py:315: source :checkoutservice hipstershop.CheckoutService/ConvertCurrency start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Start convert currency from currency code:<:ITEM:>, score: 1.0, deepth: 4, pod checkoutservice-578fcf4766-9csqn, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:52:58,409 pattern_ranker.py:326: 
[INFO]2023-08-20 02:53:04,153 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'currencyservice-cf787dd48-vpjrd', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:53:08,324 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:53:11,271 pattern_ranker.py:198: Soted Result List: [{'events': '104_23', 'score': 1.0, 'deepth': 2, 'pod': 'currencyservice-cf787dd48-vpjrd', 'resource': 'CpuUsageRate(%)'}, {'events': '69_146', 'score': 0.8363636363636363, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '69_158', 'score': 0.8363636363636363, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '4_40', 'score': 0.8043478260869565, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '4_38', 'score': 0.7890625, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '4_18', 'score': 0.7864077669902912, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_15', 'score': 0.7864077669902912, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '4_3', 'score': 0.7833333333333333, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '4_50', 'score': 0.782608695652174, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '76_4', 'score': 0.778816199376947, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '120_198', 'score': 0.7786069651741293, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}]
[INFO]2023-08-20 02:53:11,301 pattern_ranker.py:260: 2022-08-23 13:27:51 Inject RCA Result:
[INFO]2023-08-20 02:53:11,301 pattern_ranker.py:262: 2022-08-23 13:27:51 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, cpu_contention
[INFO]2023-08-20 02:53:11,301 pattern_ranker.py:277: 2022-08-23 13:27:51 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, cpu_contention score 1
[INFO]2023-08-20 02:53:11,301 pattern_ranker.py:315: source :currencyservice grpc.hipstershop.CurrencyService/Convert start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, score: 1.0, deepth: 2, pod currencyservice-cf787dd48-vpjrd, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:53:11,301 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.ProductCatalogService/GetProduct start, score: 0.8363636363636363, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.CheckoutService/ConvertCurrency start, score: 0.8363636363636363, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Setting currency started, score: 0.8043478260869565, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> View user cart start, score: 0.7890625, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, score: 0.7864077669902912, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page complete, score: 0.7864077669902912, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Adding to cart started, score: 0.7833333333333333, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, score: 0.782608695652174, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:318: source :frontend hipstershop.Frontend/Recv. start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, score: 0.778816199376947, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:53:11,302 pattern_ranker.py:326: 
[INFO]2023-08-20 02:53:25,099 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'currencyservice-cf787dd48-vpjrd', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:53:34,882 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:53:35,709 pattern_ranker.py:198: Soted Result List: [{'events': '104_23', 'score': 1.0, 'deepth': 2, 'pod': 'currencyservice-cf787dd48-vpjrd', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:53:35,778 pattern_ranker.py:260: 2022-08-23 13:37:08 Inject RCA Result:
[INFO]2023-08-20 02:53:35,778 pattern_ranker.py:262: 2022-08-23 13:37:08 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, network_delay
[INFO]2023-08-20 02:53:35,778 pattern_ranker.py:277: 2022-08-23 13:37:08 Inject Ground Truth: currencyservice-cf787dd48-vpjrd, network_delay score 1
[INFO]2023-08-20 02:53:35,778 pattern_ranker.py:315: source :currencyservice grpc.hipstershop.CurrencyService/Convert start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, score: 1.0, deepth: 2, pod currencyservice-cf787dd48-vpjrd, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:53:35,778 pattern_ranker.py:326: 
[INFO]2023-08-20 02:53:58,792 data_integrate.py:481: [{'pod': 'emailservice-55fdc5b988-f6xth', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:54:19,161 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:54:19,725 pattern_ranker.py:198: Soted Result List: [{'events': '187_52', 'score': 1.0, 'deepth': 5, 'pod': 'emailservice-55fdc5b988-f6xth', 'resource': 'CpuUsageRate(%)'}, {'events': '23_100', 'score': 0.725, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '24_100', 'score': 0.7, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:54:19,826 pattern_ranker.py:260: 2022-08-23 13:45:53 Inject RCA Result:
[INFO]2023-08-20 02:54:19,826 pattern_ranker.py:262: 2022-08-23 13:45:53 Inject Ground Truth: emailservice-55fdc5b988-f6xth, cpu_contention
[INFO]2023-08-20 02:54:19,826 pattern_ranker.py:277: 2022-08-23 13:45:53 Inject Ground Truth: emailservice-55fdc5b988-f6xth, cpu_contention score 1
[INFO]2023-08-20 02:54:19,826 pattern_ranker.py:315: source :emailservice /hipstershop.EmailService/SendOrderConfirmation start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Send order confirmation email to someone@example.com start., score: 1.0, deepth: 5, pod emailservice-55fdc5b988-f6xth, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:54:19,827 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.725, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:54:19,827 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:54:19,827 pattern_ranker.py:326: 
[INFO]2023-08-20 02:54:43,345 data_integrate.py:481: [{'pod': 'emailservice-55fdc5b988-f6xth', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:55:04,900 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:55:05,235 pattern_ranker.py:198: Soted Result List: [{'events': '187_52', 'score': 1.0, 'deepth': 5, 'pod': 'emailservice-55fdc5b988-f6xth', 'resource': 'NetworkP90(ms)'}, {'events': '24_100', 'score': 0.7, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:55:05,348 pattern_ranker.py:260: 2022-08-23 13:54:37 Inject RCA Result:
[INFO]2023-08-20 02:55:05,349 pattern_ranker.py:262: 2022-08-23 13:54:37 Inject Ground Truth: emailservice-55fdc5b988-f6xth, network_delay
[INFO]2023-08-20 02:55:05,349 pattern_ranker.py:277: 2022-08-23 13:54:37 Inject Ground Truth: emailservice-55fdc5b988-f6xth, network_delay score 1
[INFO]2023-08-20 02:55:05,349 pattern_ranker.py:315: source :emailservice /hipstershop.EmailService/SendOrderConfirmation start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Send order confirmation email to someone@example.com start., score: 1.0, deepth: 5, pod emailservice-55fdc5b988-f6xth, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:55:05,349 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:55:05,349 pattern_ranker.py:326: 
[INFO]2023-08-20 02:55:29,801 data_integrate.py:481: [{'pod': 'emailservice-55fdc5b988-f6xth', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:55:54,854 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:55:54,965 pattern_ranker.py:198: Soted Result List: [{'events': '187_52', 'score': 1.0, 'deepth': 5, 'pod': 'emailservice-55fdc5b988-f6xth', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:55:55,062 pattern_ranker.py:260: 2022-08-23 14:03:48 Inject RCA Result:
[INFO]2023-08-20 02:55:55,062 pattern_ranker.py:262: 2022-08-23 14:03:48 Inject Ground Truth: emailservice-55fdc5b988-f6xth, cpu_consumed
[INFO]2023-08-20 02:55:55,062 pattern_ranker.py:277: 2022-08-23 14:03:48 Inject Ground Truth: emailservice-55fdc5b988-f6xth, cpu_consumed score 1
[INFO]2023-08-20 02:55:55,063 pattern_ranker.py:315: source :emailservice /hipstershop.EmailService/SendOrderConfirmation start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Send order confirmation email to someone@example.com start., score: 1.0, deepth: 5, pod emailservice-55fdc5b988-f6xth, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:55:55,063 pattern_ranker.py:326: 
[INFO]2023-08-20 02:56:16,209 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'paymentservice-9cdb6588f-554sm', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:56:36,193 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:56:36,515 pattern_ranker.py:198: Soted Result List: [{'events': '165_48', 'score': 1.0, 'deepth': 5, 'pod': 'paymentservice-9cdb6588f-554sm', 'resource': 'NetworkP90(ms)'}, {'events': '23_100', 'score': 0.725, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:56:36,609 pattern_ranker.py:260: 2022-08-23 14:12:52 Inject RCA Result:
[INFO]2023-08-20 02:56:36,609 pattern_ranker.py:262: 2022-08-23 14:12:52 Inject Ground Truth: paymentservice-9cdb6588f-554sm, network_delay
[INFO]2023-08-20 02:56:36,610 pattern_ranker.py:277: 2022-08-23 14:12:52 Inject Ground Truth: paymentservice-9cdb6588f-554sm, network_delay score 1
[INFO]2023-08-20 02:56:36,610 pattern_ranker.py:315: source :paymentservice grpc.hipstershop.PaymentService/Charge start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> PaymentService#Charge invoked with request<:ITEM:>, score: 1.0, deepth: 5, pod paymentservice-9cdb6588f-554sm, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:56:36,610 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.725, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:56:36,610 pattern_ranker.py:326: 
[INFO]2023-08-20 02:56:59,243 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'paymentservice-9cdb6588f-554sm', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:57:20,071 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:57:20,400 pattern_ranker.py:198: Soted Result List: [{'events': '165_48', 'score': 1.0, 'deepth': 5, 'pod': 'paymentservice-9cdb6588f-554sm', 'resource': 'CpuUsageRate(%)'}, {'events': '23_100', 'score': 0.6744186046511628, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:57:20,503 pattern_ranker.py:260: 2022-08-23 14:21:54 Inject RCA Result:
[INFO]2023-08-20 02:57:20,503 pattern_ranker.py:262: 2022-08-23 14:21:54 Inject Ground Truth: paymentservice-9cdb6588f-554sm, cpu_contention
[INFO]2023-08-20 02:57:20,504 pattern_ranker.py:277: 2022-08-23 14:21:54 Inject Ground Truth: paymentservice-9cdb6588f-554sm, cpu_contention score 1
[INFO]2023-08-20 02:57:20,504 pattern_ranker.py:315: source :paymentservice grpc.hipstershop.PaymentService/Charge start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> PaymentService#Charge invoked with request<:ITEM:>, score: 1.0, deepth: 5, pod paymentservice-9cdb6588f-554sm, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:57:20,504 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.6744186046511628, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:57:20,504 pattern_ranker.py:326: 
[INFO]2023-08-20 02:57:40,203 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:57:58,803 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:57:59,078 pattern_ranker.py:198: Soted Result List: [{'events': '24_100', 'score': 0.7, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:57:59,161 pattern_ranker.py:260: 2022-08-23 14:30:10 Inject RCA Result:
[INFO]2023-08-20 02:57:59,161 pattern_ranker.py:262: 2022-08-23 14:30:10 Inject Ground Truth: productcatalogservice-668d5f85fb-jhwx9, network_delay
[INFO]2023-08-20 02:57:59,162 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:57:59,162 pattern_ranker.py:326: 
[INFO]2023-08-20 02:58:05,004 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:58:14,934 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:58:17,929 pattern_ranker.py:198: Soted Result List: [{'events': '8_214', 'score': 1.0, 'deepth': 7, 'pod': 'productcatalogservice-668d5f85fb-jhwx9'}, {'events': '69_158', 'score': 1.0, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '120_198', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '28_120', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '24_100', 'score': 1.0, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '38_84', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_17', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_80', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_82', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_84', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_86', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_15', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '38_37', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '38_124', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '3_2', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '3_167', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '38_78', 'score': 0.9027595269382391, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '49_78', 'score': 0.8653846153846154, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_78', 'score': 0.8551319648093841, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '23_100', 'score': 0.8529411764705882, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '23_106', 'score': 0.694478527607362, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:58:18,006 pattern_ranker.py:260: 2022-08-23 14:47:40 Inject RCA Result:
[INFO]2023-08-20 02:58:18,006 pattern_ranker.py:262: 2022-08-23 14:47:40 Inject Ground Truth: productcatalogservice-668d5f85fb-jhwx9, return
[INFO]2023-08-20 02:58:18,007 pattern_ranker.py:293: 2022-08-23 14:47:40 Inject Ground Truth: productcatalogservice-668d5f85fb-jhwx9, return score 1
[INFO]2023-08-20 02:58:18,007 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product with name and description <:*:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product successfully, score: 1.0, deepth: 7, pod productcatalogservice-668d5f85fb-jhwx9
[INFO]2023-08-20 02:58:18,007 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product with name and description <:*:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> No product with ID <:PRODUCTID:>
[INFO]2023-08-20 02:58:18,007 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.CheckoutService/ConvertCurrency start, score: 1.0, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:58:18,008 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to get product #"<:PRODUCTID:>"
[INFO]2023-08-20 02:58:18,008 pattern_ranker.py:315: source :adservice hipstershop.AdService/<:SPANID:> start, target: MemoryUsageRate(%), score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:58:18,008 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: adservice hipstershop.AdService/<:SPANID:> start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:58:18,008 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 1.0, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 02:58:18,008 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> View user cart start, target: frontend hipstershop.CurrencyService/Convert start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:58:18,009 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> View user cart start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to get product recommendations
[INFO]2023-08-20 02:58:18,009 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:58:18,009 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:58:18,009 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/GetSupportedCurrencies start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:58:18,009 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:58:18,009 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CartService/GetCart start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:58:18,009 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:58:18,010 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/Convert start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:58:18,010 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:58:18,010 pattern_ranker.py:326: 
[INFO]2023-08-20 02:58:36,222 data_integrate.py:481: [{'pod': 'productcatalogservice-668d5f85fb-jhwx9', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:58:52,893 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:58:54,244 pattern_ranker.py:198: Soted Result List: [{'events': '90_8', 'score': 1.0, 'deepth': 6, 'pod': 'productcatalogservice-668d5f85fb-jhwx9', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 02:58:54,334 pattern_ranker.py:260: 2022-08-23 14:55:55 Inject RCA Result:
[INFO]2023-08-20 02:58:54,334 pattern_ranker.py:262: 2022-08-23 14:55:55 Inject Ground Truth: productcatalogservice-668d5f85fb-jhwx9, cpu_consumed
[INFO]2023-08-20 02:58:54,334 pattern_ranker.py:277: 2022-08-23 14:55:55 Inject Ground Truth: productcatalogservice-668d5f85fb-jhwx9, cpu_consumed score 1
[INFO]2023-08-20 02:58:54,334 pattern_ranker.py:315: source :productcatalogservice hipstershop.ProductCatalogService/GetProduct start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product with name and description <:*:>, score: 1.0, deepth: 6, pod productcatalogservice-668d5f85fb-jhwx9, resource alert CpuUsageRate(%)
[INFO]2023-08-20 02:58:54,334 pattern_ranker.py:326: 
[INFO]2023-08-20 02:58:59,839 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:59:09,252 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:59:12,490 pattern_ranker.py:198: Soted Result List: [{'events': '8_214', 'score': 1.0, 'deepth': 7, 'pod': 'productcatalogservice-668d5f85fb-jhwx9'}, {'events': '69_158', 'score': 1.0, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '120_198', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '28_120', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '38_84', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_17', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_80', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_82', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_84', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '18_86', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_15', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '38_37', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '38_124', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '3_2', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '3_167', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '49_78', 'score': 0.9574468085106383, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '38_78', 'score': 0.9123505976095617, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '24_100', 'score': 0.875, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '23_100', 'score': 0.8529411764705882, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '18_78', 'score': 0.8476744186046512, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '69_68', 'score': 0.8181818181818182, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '72_63', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '72_160', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '72_158', 'score': 0.8181818181818182, 'deepth': 4, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '73_60', 'score': 0.8181818181818182, 'deepth': 3, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '73_162', 'score': 0.8181818181818182, 'deepth': 3, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '50_49', 'score': 0.8181818181818182, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '23_106', 'score': 0.6767636508569151, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 02:59:12,566 pattern_ranker.py:260: 2022-08-23 15:04:28 Inject RCA Result:
[INFO]2023-08-20 02:59:12,566 pattern_ranker.py:262: 2022-08-23 15:04:28 Inject Ground Truth: productcatalogservice-668d5f85fb-jhwx9, exception
[INFO]2023-08-20 02:59:12,567 pattern_ranker.py:293: 2022-08-23 15:04:28 Inject Ground Truth: productcatalogservice-668d5f85fb-jhwx9, exception score 1
[INFO]2023-08-20 02:59:12,567 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product with name and description <:*:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product successfully, score: 1.0, deepth: 7, pod productcatalogservice-668d5f85fb-jhwx9
[INFO]2023-08-20 02:59:12,567 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Query product with name and description <:*:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> failed to scan mysql query result: Query product error.
[INFO]2023-08-20 02:59:12,567 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.CheckoutService/ConvertCurrency start, score: 1.0, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 02:59:12,568 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to get product #"<:PRODUCTID:>"
[INFO]2023-08-20 02:59:12,568 pattern_ranker.py:315: source :adservice hipstershop.AdService/<:SPANID:> start, target: MemoryUsageRate(%), score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:59:12,568 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: adservice hipstershop.AdService/<:SPANID:> start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 02:59:12,568 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> View user cart start, target: frontend hipstershop.CurrencyService/Convert start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:59:12,568 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> View user cart start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to get product recommendations
[INFO]2023-08-20 02:59:12,568 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad started, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:59:12,569 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:59:12,569 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/GetSupportedCurrencies start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:59:12,569 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:59:12,569 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CartService/GetCart start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:59:12,569 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:59:12,570 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.CurrencyService/Convert start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:59:12,570 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:59:12,570 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: frontend hipstershop.RecommendationService/ListRecommendations start, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 02:59:12,570 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Could not retrieve product
[INFO]2023-08-20 02:59:12,570 pattern_ranker.py:326: 
[INFO]2023-08-20 02:59:32,875 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'recommendationservice-6cfdd55578-gfj6q', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 02:59:52,301 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 02:59:52,491 pattern_ranker.py:198: Soted Result List: [{'events': '108_7', 'score': 1.0, 'deepth': 2, 'pod': 'recommendationservice-6cfdd55578-gfj6q', 'resource': 'NetworkP90(ms)'}]
[INFO]2023-08-20 02:59:52,574 pattern_ranker.py:260: 2022-08-23 15:12:49 Inject RCA Result:
[INFO]2023-08-20 02:59:52,574 pattern_ranker.py:262: 2022-08-23 15:12:49 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, network_delay
[INFO]2023-08-20 02:59:52,574 pattern_ranker.py:277: 2022-08-23 15:12:49 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, network_delay score 1
[INFO]2023-08-20 02:59:52,574 pattern_ranker.py:315: source :recommendationservice /hipstershop.RecommendationService/ListRecommendations start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query Recommendations, score: 1.0, deepth: 2, pod recommendationservice-6cfdd55578-gfj6q, resource alert NetworkP90(ms)
[INFO]2023-08-20 02:59:52,574 pattern_ranker.py:326: 
[INFO]2023-08-20 03:00:09,845 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'recommendationservice-6cfdd55578-gfj6q', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:00:25,504 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:00:25,927 pattern_ranker.py:198: Soted Result List: [{'events': '108_7', 'score': 1.0, 'deepth': 2, 'pod': 'recommendationservice-6cfdd55578-gfj6q', 'resource': 'CpuUsageRate(%)'}, {'events': '24_100', 'score': 0.7368421052631579, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 03:00:26,000 pattern_ranker.py:260: 2022-08-23 15:21:41 Inject RCA Result:
[INFO]2023-08-20 03:00:26,000 pattern_ranker.py:262: 2022-08-23 15:21:41 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_contention
[INFO]2023-08-20 03:00:26,001 pattern_ranker.py:277: 2022-08-23 15:21:41 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_contention score 1
[INFO]2023-08-20 03:00:26,001 pattern_ranker.py:315: source :recommendationservice /hipstershop.RecommendationService/ListRecommendations start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query Recommendations, score: 1.0, deepth: 2, pod recommendationservice-6cfdd55578-gfj6q, resource alert CpuUsageRate(%)
[INFO]2023-08-20 03:00:26,001 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7368421052631579, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 03:00:26,001 pattern_ranker.py:326: 
[INFO]2023-08-20 03:00:37,351 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'recommendationservice-6cfdd55578-gfj6q', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:00:44,980 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:00:46,728 pattern_ranker.py:198: Soted Result List: [{'events': '108_7', 'score': 1.0, 'deepth': 2, 'pod': 'recommendationservice-6cfdd55578-gfj6q', 'resource': 'CpuUsageRate(%)'}, {'events': '24_100', 'score': 0.7777777777777778, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '69_146', 'score': 0.7666666666666667, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '69_158', 'score': 0.7666666666666667, 'deepth': 5, 'pod': 'checkoutservice-578fcf4766-9csqn'}, {'events': '4_50', 'score': 0.6923076923076923, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '28_208', 'score': 0.675, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '4_42', 'score': 0.675, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '16_41', 'score': 0.675, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '4_18', 'score': 0.6712707182320442, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 03:00:46,790 pattern_ranker.py:260: 2022-08-23 15:29:49 Inject RCA Result:
[INFO]2023-08-20 03:00:46,790 pattern_ranker.py:262: 2022-08-23 15:29:49 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_consumed
[INFO]2023-08-20 03:00:46,790 pattern_ranker.py:277: 2022-08-23 15:29:49 Inject Ground Truth: recommendationservice-6cfdd55578-gfj6q, cpu_consumed score 1
[INFO]2023-08-20 03:00:46,790 pattern_ranker.py:315: source :recommendationservice /hipstershop.RecommendationService/ListRecommendations start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Query Recommendations, score: 1.0, deepth: 2, pod recommendationservice-6cfdd55578-gfj6q, resource alert CpuUsageRate(%)
[INFO]2023-08-20 03:00:46,791 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7777777777777778, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 03:00:46,791 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.ProductCatalogService/GetProduct start, score: 0.7666666666666667, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 03:00:46,791 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Start query cost of products<:ITEM:>, target: checkoutservice hipstershop.CheckoutService/ConvertCurrency start, score: 0.7666666666666667, deepth: 5, pod checkoutservice-578fcf4766-9csqn
[INFO]2023-08-20 03:00:46,791 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Placing order started, score: 0.6923076923076923, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:00:46,791 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: <:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> No context provided. Constructe random Ads start, score: 0.675, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 03:00:46,791 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home started, score: 0.675, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:00:46,792 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home complete, score: 0.675, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:00:46,792 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Request started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Serving product page started, score: 0.6712707182320442, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:00:46,792 pattern_ranker.py:326: 
[INFO]2023-08-20 03:01:09,134 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'shippingservice-7b598fc7d-lmggd', 'alarm': [{'metric_type': 'NetworkP90(ms)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:01:30,386 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:01:31,246 pattern_ranker.py:198: Soted Result List: [{'events': '130_34', 'score': 1.0, 'deepth': 8, 'pod': 'shippingservice-7b598fc7d-lmggd', 'resource': 'NetworkP90(ms)'}, {'events': '24_100', 'score': 0.8235294117647058, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 03:01:31,339 pattern_ranker.py:260: 2022-08-23 15:38:52 Inject RCA Result:
[INFO]2023-08-20 03:01:31,339 pattern_ranker.py:262: 2022-08-23 15:38:52 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, network_delay
[INFO]2023-08-20 03:01:31,339 pattern_ranker.py:277: 2022-08-23 15:38:52 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, network_delay score 1
[INFO]2023-08-20 03:01:31,339 pattern_ranker.py:315: source :shippingservice hipstershop.ShippingService/QuoteByCountFloat start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:>[QuoteByCountFloat] received request, score: 1.0, deepth: 8, pod shippingservice-7b598fc7d-lmggd, resource alert NetworkP90(ms)
[INFO]2023-08-20 03:01:31,339 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.8235294117647058, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 03:01:31,339 pattern_ranker.py:326: 
[INFO]2023-08-20 03:01:53,601 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'shippingservice-7b598fc7d-lmggd', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:02:15,118 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:02:15,741 pattern_ranker.py:198: Soted Result List: [{'events': '130_34', 'score': 1.0, 'deepth': 8, 'pod': 'shippingservice-7b598fc7d-lmggd', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 03:02:15,825 pattern_ranker.py:260: 2022-08-23 15:47:43 Inject RCA Result:
[INFO]2023-08-20 03:02:15,825 pattern_ranker.py:262: 2022-08-23 15:47:43 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, cpu_contention
[INFO]2023-08-20 03:02:15,825 pattern_ranker.py:277: 2022-08-23 15:47:43 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, cpu_contention score 1
[INFO]2023-08-20 03:02:15,826 pattern_ranker.py:315: source :shippingservice hipstershop.ShippingService/QuoteByCountFloat start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:>[QuoteByCountFloat] received request, score: 1.0, deepth: 8, pod shippingservice-7b598fc7d-lmggd, resource alert CpuUsageRate(%)
[INFO]2023-08-20 03:02:15,826 pattern_ranker.py:326: 
[INFO]2023-08-20 03:02:38,089 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}, {'pod': 'shippingservice-7b598fc7d-lmggd', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:02:57,550 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:02:58,178 pattern_ranker.py:198: Soted Result List: [{'events': '130_34', 'score': 1.0, 'deepth': 8, 'pod': 'shippingservice-7b598fc7d-lmggd', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 03:02:58,282 pattern_ranker.py:260: 2022-08-23 15:56:24 Inject RCA Result:
[INFO]2023-08-20 03:02:58,282 pattern_ranker.py:262: 2022-08-23 15:56:24 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, cpu_consumed
[INFO]2023-08-20 03:02:58,282 pattern_ranker.py:277: 2022-08-23 15:56:24 Inject Ground Truth: shippingservice-7b598fc7d-lmggd, cpu_consumed score 1
[INFO]2023-08-20 03:02:58,282 pattern_ranker.py:315: source :shippingservice hipstershop.ShippingService/QuoteByCountFloat start, target: TraceID: <:TRACEID:> SpanID: <:SPANID:>[QuoteByCountFloat] received request, score: 1.0, deepth: 8, pod shippingservice-7b598fc7d-lmggd, resource alert CpuUsageRate(%)
[INFO]2023-08-20 03:02:58,282 pattern_ranker.py:326: 
[INFO]2023-08-20 03:03:18,244 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:03:37,108 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:03:37,609 pattern_ranker.py:198: Soted Result List: [{'events': '24_100', 'score': 0.7, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '23_100', 'score': 0.6744186046511628, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 03:03:37,699 pattern_ranker.py:260: 2022-08-23 16:05:02 Inject RCA Result:
[INFO]2023-08-20 03:03:37,699 pattern_ranker.py:262: 2022-08-23 16:05:02 Inject Ground Truth: adservice-5f6585d649-fnmft, network_delay
[INFO]2023-08-20 03:03:37,699 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.7, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 03:03:37,700 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.6744186046511628, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 03:03:37,700 pattern_ranker.py:326: 
[INFO]2023-08-20 03:03:59,908 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:04:20,056 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:04:20,884 pattern_ranker.py:198: Soted Result List: [{'events': '28_208', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '16_41', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 03:04:20,989 pattern_ranker.py:260: 2022-08-23 16:13:38 Inject RCA Result:
[INFO]2023-08-20 03:04:20,989 pattern_ranker.py:262: 2022-08-23 16:13:38 Inject Ground Truth: adservice-5f6585d649-fnmft, return
[INFO]2023-08-20 03:04:20,990 pattern_ranker.py:293: 2022-08-23 16:13:38 Inject Ground Truth: adservice-5f6585d649-fnmft, return score 1
[INFO]2023-08-20 03:04:20,990 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: <:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> No context provided. Constructe random Ads start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 03:04:20,990 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:04:20,990 pattern_ranker.py:326: 
[INFO]2023-08-20 03:04:44,226 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'MemoryUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:05:05,537 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:05:06,388 pattern_ranker.py:198: Soted Result List: [{'events': '28_208', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'MemoryUsageRate(%)'}, {'events': '16_41', 'score': 1.0, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}]
[INFO]2023-08-20 03:05:06,483 pattern_ranker.py:260: 2022-08-23 16:22:53 Inject RCA Result:
[INFO]2023-08-20 03:05:06,483 pattern_ranker.py:262: 2022-08-23 16:22:53 Inject Ground Truth: adservice-5f6585d649-fnmft, exception
[INFO]2023-08-20 03:05:06,483 pattern_ranker.py:293: 2022-08-23 16:22:53 Inject Ground Truth: adservice-5f6585d649-fnmft, exception score 1
[INFO]2023-08-20 03:05:06,483 pattern_ranker.py:315: source :<:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> Received ad request (context words=<:ITEM:>, target: <:NUM:>:<:NUM:>:<:NUM:>.<:NUM:> INFO - TraceID: <:TRACEID:> SpanID: <:SPANID:> No context provided. Constructe random Ads start, score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert MemoryUsageRate(%)
[INFO]2023-08-20 03:05:06,483 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home complete, score: 1.0, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:05:06,483 pattern_ranker.py:326: 
[INFO]2023-08-20 03:05:24,293 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:05:41,055 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:05:42,239 pattern_ranker.py:198: Soted Result List: [{'events': '120_198', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'CpuUsageRate(%)'}, {'events': '24_100', 'score': 0.8235294117647058, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}, {'events': '16_41', 'score': 0.8059701492537313, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '17_16', 'score': 0.6988235294117647, 'deepth': 1, 'pod': 'frontend-579b9bff58-t2dbm'}, {'events': '23_100', 'score': 0.6904761904761905, 'deepth': 3, 'pod': 'currencyservice-cf787dd48-vpjrd'}]
[INFO]2023-08-20 03:05:42,329 pattern_ranker.py:260: 2022-08-23 16:31:35 Inject RCA Result:
[INFO]2023-08-20 03:05:42,329 pattern_ranker.py:262: 2022-08-23 16:31:35 Inject Ground Truth: adservice-5f6585d649-fnmft, cpu_contention
[INFO]2023-08-20 03:05:42,329 pattern_ranker.py:277: 2022-08-23 16:31:35 Inject Ground Truth: adservice-5f6585d649-fnmft, cpu_contention score 1
[INFO]2023-08-20 03:05:42,330 pattern_ranker.py:315: source :adservice hipstershop.AdService/<:SPANID:> start, target: MemoryUsageRate(%), score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert CpuUsageRate(%)
[INFO]2023-08-20 03:05:42,330 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Getting supported currencies..., target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.8235294117647058, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 03:05:42,330 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Request home complete, score: 0.8059701492537313, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:05:42,330 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad complete, score: 0.6988235294117647, deepth: 1, pod frontend-579b9bff58-t2dbm
[INFO]2023-08-20 03:05:42,330 pattern_ranker.py:323: actual pattern source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Choose Ad started, target: TraceID: <:TRACEID:> SpanID: <:SPANID:> Failed to retrieve ads
[INFO]2023-08-20 03:05:42,330 pattern_ranker.py:318: source :TraceID: <:TRACEID:> SpanID: <:SPANID:> Received conversion request, target: currencyservice hipstershop.CurrencyService/GetCurrencyData start, score: 0.6904761904761905, deepth: 3, pod currencyservice-cf787dd48-vpjrd
[INFO]2023-08-20 03:05:42,331 pattern_ranker.py:326: 
[INFO]2023-08-20 03:06:05,268 data_integrate.py:481: [{'pod': 'adservice-5f6585d649-fnmft', 'alarm': [{'metric_type': 'CpuUsageRate(%)', 'alarm_flag': True}]}]
[INFO]2023-08-20 03:06:25,718 data_integrate.py:550: Data Integrate Complete!
[INFO]2023-08-20 03:06:26,307 pattern_ranker.py:198: Soted Result List: [{'events': '120_198', 'score': 1.0, 'deepth': 4, 'pod': 'adservice-5f6585d649-fnmft', 'resource': 'CpuUsageRate(%)'}]
[INFO]2023-08-20 03:06:26,400 pattern_ranker.py:260: 2022-08-23 16:40:57 Inject RCA Result:
[INFO]2023-08-20 03:06:26,400 pattern_ranker.py:262: 2022-08-23 16:40:57 Inject Ground Truth: adservice-5f6585d649-fnmft, cpu_consumed
[INFO]2023-08-20 03:06:26,400 pattern_ranker.py:277: 2022-08-23 16:40:57 Inject Ground Truth: adservice-5f6585d649-fnmft, cpu_consumed score 1
[INFO]2023-08-20 03:06:26,400 pattern_ranker.py:315: source :adservice hipstershop.AdService/<:SPANID:> start, target: MemoryUsageRate(%), score: 1.0, deepth: 4, pod adservice-5f6585d649-fnmft, resource alert CpuUsageRate(%)
[INFO]2023-08-20 03:06:26,400 pattern_ranker.py:326: 
[INFO]2023-08-20 03:06:26,400 pattern_ranker.py:329: [1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[INFO]2023-08-20 03:06:26,401 pattern_ranker.py:343: -------- hipster Fault numbuer : 56-------
[INFO]2023-08-20 03:06:26,401 pattern_ranker.py:344: --------AIS@1 Result-------
[INFO]2023-08-20 03:06:26,401 pattern_ranker.py:345: 92.857143 %
[INFO]2023-08-20 03:06:26,401 pattern_ranker.py:346: --------AIS@3 Result-------
[INFO]2023-08-20 03:06:26,401 pattern_ranker.py:347: 96.428571 %
[INFO]2023-08-20 03:06:26,401 pattern_ranker.py:348: --------AIS@5 Result-------
[INFO]2023-08-20 03:06:26,401 pattern_ranker.py:349: 96.428571 %