## Command
```
-SSH- ~/s/g/a/terraria-analyzer [check_tsifter_ground_truth] » docker-compose run --rm -v /tmp:/tmp tsdr-combine (find /tmp/sockshop/metrics-g85hs/ -type f -name "*.json") --adf-alphas 0.01 --dist-thresholds 0.01 --out /tmp/sockshop/tsdr_combined.json
```
## Output
```json
{
"evaluation": {
"adf_alpha:0.01,dist_threshold:0.01": {
"step1": {
"accuracy": 0.2777777777777778,
"fn": 26,
"fp": 0,
"precision": 1,
"recall": 0.2777777777777778,
"reduction_rate": 0.7865862471997253,
"tn": 0,
"tp": 10
},
"step2": {
"accuracy": 0.25,
"fn": 27,
"fp": 0,
"precision": 1,
"recall": 0.25,
"reduction_rate": 0.800484478732794,
"tn": 0,
"tp": 9
}
}
},
"pod-cpu-hog:carts": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.85,
"found_cause_path": {
"step1": {
"metrics": [
"s-front-end_latency"
],
"ok": false
},
"step2": {
"metrics": [
"s-front-end_latency"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2518,
"step1": 481,
"step2": 461
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "carts",
"count": {
"containers": 776,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3165
},
"end": 1627799115,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627797315000&to=1627799115000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627797315,
"step": 15
}
},
"pod-cpu-hog:carts-db": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.92,
"found_cause_path": {
"step1": {
"metrics": [
"c-carts-db_cpu_cfs_throttled_seconds_total",
"c-carts-db_cpu_usage_seconds_total",
"c-carts-db_cpu_system_seconds_total",
"c-carts-db_cpu_user_seconds_total",
"s-front-end_latency",
"c-carts-db_cpu_cfs_throttled_periods_total"
],
"ok": false
},
"step2": {
"metrics": [
"c-carts-db_cpu_cfs_throttled_seconds_total",
"c-carts-db_cpu_usage_seconds_total",
"c-carts-db_cpu_system_seconds_total",
"c-carts-db_cpu_user_seconds_total",
"s-front-end_latency",
"c-carts-db_cpu_cfs_throttled_periods_total"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2520,
"step1": 523,
"step2": 498
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "carts-db",
"count": {
"containers": 778,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3167
},
"end": 1627787925,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627786125000&to=1627787925000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627786125,
"step": 15
}
},
"pod-cpu-hog:catalogue": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.91,
"found_cause_path": {
"step1": {
"metrics": [
"c-catalogue_cpu_cfs_throttled_periods_total",
"c-catalogue_cpu_user_seconds_total",
"c-catalogue_cpu_cfs_throttled_seconds_total",
"c-catalogue_cpu_usage_seconds_total",
"s-catalogue_latency",
"s-catalogue_throughput",
"s-front-end_latency"
],
"ok": true
},
"step2": {
"metrics": [
"c-catalogue_cpu_user_seconds_total",
"c-catalogue_cpu_cfs_throttled_seconds_total",
"s-catalogue_latency",
"s-catalogue_throughput",
"s-front-end_latency"
],
"ok": true
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2520,
"step1": 524,
"step2": 496
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "catalogue",
"count": {
"containers": 778,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3167
},
"end": 1627801230,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627799430000&to=1627801230000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627799430,
"step": 15
}
},
"pod-cpu-hog:catalogue-db": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 2,
"found_cause_path": {
"step1": {
"metrics": [
"s-front-end_latency",
"c-catalogue-db_cpu_usage_seconds_total",
"c-catalogue-db_cpu_user_seconds_total",
"c-catalogue-db_cpu_cfs_throttled_periods_total",
"s-catalogue_throughput",
"c-catalogue-db_cpu_system_seconds_total",
"c-catalogue-db_cpu_cfs_throttled_seconds_total",
"s-catalogue_latency"
],
"ok": true
},
"step2": {
"metrics": [
"s-front-end_latency",
"c-catalogue-db_cpu_cfs_throttled_periods_total",
"s-catalogue_throughput",
"c-catalogue-db_cpu_system_seconds_total"
],
"ok": true
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2518,
"step1": 538,
"step2": 512
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "catalogue-db",
"count": {
"containers": 776,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3165
},
"end": 1627790160,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627788360000&to=1627790160000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627788360,
"step": 15
}
},
"pod-cpu-hog:front-end": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.98,
"found_cause_path": {
"step1": {
"metrics": [
"c-front-end_cpu_cfs_throttled_periods_total",
"c-front-end_cpu_usage_seconds_total",
"c-front-end_cpu_cfs_periods_total",
"c-front-end_cpu_cfs_throttled_seconds_total",
"c-front-end_cpu_system_seconds_total",
"s-front-end_throughput",
"c-front-end_cpu_user_seconds_total",
"s-front-end_latency"
],
"ok": true
},
"step2": {
"metrics": [
"c-front-end_cpu_cfs_throttled_periods_total",
"c-front-end_cpu_usage_seconds_total",
"c-front-end_cpu_cfs_periods_total",
"c-front-end_cpu_cfs_throttled_seconds_total",
"c-front-end_cpu_system_seconds_total",
"s-front-end_throughput",
"c-front-end_cpu_user_seconds_total",
"s-front-end_latency"
],
"ok": true
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2518,
"step1": 544,
"step2": 498
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "front-end",
"count": {
"containers": 776,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3165
},
"end": 1627792395,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627790595000&to=1627792395000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627790595,
"step": 15
}
},
"pod-cpu-hog:orders": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.98,
"found_cause_path": {
"step1": {
"metrics": [
"c-orders_cpu_usage_seconds_total",
"c-orders_cpu_cfs_throttled_seconds_total",
"c-orders_cpu_user_seconds_total",
"c-orders_cpu_system_seconds_total",
"c-orders_cpu_cfs_throttled_periods_total",
"s-front-end_latency"
],
"ok": false
},
"step2": {
"metrics": [
"c-orders_cpu_usage_seconds_total",
"c-orders_cpu_cfs_throttled_seconds_total",
"c-orders_cpu_user_seconds_total",
"c-orders_cpu_system_seconds_total",
"c-orders_cpu_cfs_throttled_periods_total",
"s-front-end_latency"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2518,
"step1": 576,
"step2": 528
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "orders",
"count": {
"containers": 776,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3165
},
"end": 1627796865,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627795065000&to=1627796865000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627795065,
"step": 15
}
},
"pod-cpu-hog:orders-db": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.83,
"found_cause_path": {
"step1": {
"metrics": [
"c-orders-db_cpu_system_seconds_total",
"s-front-end_latency",
"c-orders-db_cpu_usage_seconds_total",
"c-orders-db_cpu_cfs_throttled_seconds_total",
"c-orders-db_cpu_user_seconds_total"
],
"ok": false
},
"step2": {
"metrics": [
"c-orders-db_cpu_system_seconds_total",
"s-front-end_latency",
"c-orders-db_cpu_usage_seconds_total",
"c-orders-db_cpu_cfs_throttled_seconds_total",
"c-orders-db_cpu_user_seconds_total"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2520,
"step1": 447,
"step2": 431
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "orders-db",
"count": {
"containers": 778,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3167
},
"end": 1627785690,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627783890000&to=1627785690000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627783890,
"step": 15
}
},
"pod-cpu-hog:user": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.93,
"found_cause_path": {
"step1": {
"metrics": [
"s-front-end_latency",
"s-user_latency",
"s-user_throughput",
"c-user_cpu_system_seconds_total",
"c-user_cpu_cfs_throttled_seconds_total",
"c-user_cpu_cfs_throttled_periods_total",
"c-user_cpu_usage_seconds_total",
"c-user_cpu_user_seconds_total"
],
"ok": false
},
"step2": {
"metrics": [
"s-front-end_latency",
"s-user_latency",
"s-user_throughput",
"c-user_cpu_system_seconds_total",
"c-user_cpu_cfs_throttled_seconds_total",
"c-user_cpu_cfs_throttled_periods_total",
"c-user_cpu_user_seconds_total"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
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"step1": 520,
"step2": 491
}
}
},
"original_metrics_meta": {
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"count": {
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"middlewares": 1307,
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"services": 10,
"sum": 3165
},
"end": 1627794630,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627792830000&to=1627794630000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627792830,
"step": 15
}
},
"pod-cpu-hog:user-db": {
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"found_cause_path": {
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"c-user-db_cpu_cfs_throttled_periods_total",
"c-user-db_cpu_usage_seconds_total",
"c-user-db_cpu_cfs_throttled_seconds_total",
"c-user-db_cpu_user_seconds_total",
"s-user_throughput",
"s-user_latency",
"s-front-end_latency"
],
"ok": false
},
"step2": {
"metrics": [
"c-user-db_cpu_cfs_throttled_seconds_total",
"s-user_throughput",
"s-front-end_latency"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2518,
"step1": 526,
"step2": 487
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "user-db",
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"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3165
},
"end": 1627783425,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627781625000&to=1627783425000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-cpu-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627781625,
"step": 15
}
},
"pod-memory-hog:carts": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 1.93,
"found_cause_path": {
"step1": {
"metrics": [
"s-front-end_latency"
],
"ok": false
},
"step2": {
"metrics": [
"s-front-end_latency"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
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"step1": 521,
"step2": 493
}
}
},
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"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3167
},
"end": 1627817100,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627815300000&to=1627817100000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-memory-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627815300,
"step": 15
}
},
"pod-memory-hog:carts-db": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 2.03,
"found_cause_path": {
"step1": {
"metrics": [
"c-carts-db_memory_rss",
"c-carts-db_memory_mapped_file",
"c-carts-db_memory_working_set_bytes",
"s-front-end_latency",
"c-carts-db_memory_failures_total",
"c-carts-db_memory_usage_bytes",
"c-carts-db_memory_max_usage_bytes",
"c-carts-db_memory_cache"
],
"ok": false
},
"step2": {
"metrics": [
"c-carts-db_memory_rss",
"c-carts-db_memory_mapped_file",
"c-carts-db_memory_working_set_bytes",
"s-front-end_latency",
"c-carts-db_memory_failures_total",
"c-carts-db_memory_usage_bytes",
"c-carts-db_memory_max_usage_bytes",
"c-carts-db_memory_cache"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2521,
"step1": 624,
"step2": 580
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "carts-db",
"count": {
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"middlewares": 1308,
"nodes": 1072,
"services": 10,
"sum": 3168
},
"end": 1627807350,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627805550000&to=1627807350000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-memory-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627805550,
"step": 15
}
},
"pod-memory-hog:catalogue": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 2.01,
"found_cause_path": {
"step1": {
"metrics": [
"c-catalogue_memory_cache",
"c-catalogue_memory_mapped_file",
"c-catalogue_memory_rss",
"c-catalogue_memory_max_usage_bytes",
"c-catalogue_memory_working_set_bytes",
"c-catalogue_memory_usage_bytes",
"s-catalogue_throughput",
"s-catalogue_latency",
"s-front-end_latency"
],
"ok": true
},
"step2": {
"metrics": [
"s-catalogue_throughput",
"s-catalogue_latency",
"s-front-end_latency"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2520,
"step1": 598,
"step2": 535
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "catalogue",
"count": {
"containers": 778,
"middlewares": 1307,
"nodes": 1072,
"services": 10,
"sum": 3167
},
"end": 1627819215,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627817415000&to=1627819215000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-memory-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627817415,
"step": 15
}
},
"pod-memory-hog:catalogue-db": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 2.81,
"found_cause_path": {
"step1": {
"metrics": [
"c-catalogue-db_memory_usage_bytes",
"s-catalogue_throughput",
"c-catalogue-db_memory_rss",
"c-catalogue-db_memory_max_usage_bytes",
"c-catalogue-db_memory_cache",
"c-catalogue-db_memory_failures_total",
"c-catalogue-db_memory_mapped_file",
"s-catalogue_latency",
"c-catalogue-db_memory_working_set_bytes"
],
"ok": false
},
"step2": {
"metrics": [
"c-catalogue-db_memory_rss",
"c-catalogue-db_memory_max_usage_bytes",
"c-catalogue-db_memory_cache",
"c-catalogue-db_memory_failures_total",
"s-catalogue_latency"
],
"ok": false
}
},
"reduction_performance": {
"reduced_series_num": {
"step0": 2521,
"step1": 946,
"step2": 866
}
}
},
"original_metrics_meta": {
"chaos_injected_component": "catalogue-db",
"count": {
"containers": 778,
"middlewares": 1308,
"nodes": 1072,
"services": 10,
"sum": 3168
},
"end": 1627809285,
"grafana_dashboard_url": "http://grafana.monitoring.svc.cluster.local:3000/d/3cHU4RSMk/sock-shop-performance?orgId=1&from=1627807485000&to=1627809285000",
"grafana_url": "http://grafana.monitoring.svc.cluster.local:3000",
"injected_chaos_type": "pod-memory-hog",
"prometheus_url": "http://prometheus.monitoring.svc.cluster.local:9090",
"start": 1627807485,
"step": 15
}
},
"pod-memory-hog:front-end": {
"adf_alpha:0.01,dist_threshold:0.01": {
"execution_time": 2,
"found_cause_path": {
"step1": {
"metrics": [
"c-front-end_memory_mapped_file",
"c-front-end_memory_cache",
"c-front-end_memory_usage_bytes",
"c-front-end_memory_failures_total",
"s-front-end_throughput",
"c-front-end_memory_working_set_bytes",
"s-front-end_latency",
"c-front-end_memory_rss",
"c-front-end_memory_max_usage_bytes"
],
"ok": true
},
"step2": {
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