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Datasets:
anon-ops
/
ops-lite

Tasks:
Graph Machine Learning
Tabular Classification
Other
Modalities:
Tabular
Text
Formats:
json
Sub-tasks:
multi-class-classification
Languages:
English
Size:
< 1K
Tags:
root-cause-analysis
rca
microservices
observability
aiops
chaos-engineering
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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 Community
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274
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275
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294
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295
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296
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297
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298
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299
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303
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319
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330
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File without changes
cases/batch-01KQKCQ460GTM8Z77TWY3J9TCX/.finished ADDED
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cases/batch-01KQKCQ460GTM8Z77TWY3J9TCX/env.json ADDED
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cases/batch-01KQKCQ460GTM8Z77TWY3J9TCX/injection.json ADDED
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cases/batch-01KQKCQ460GTM8Z77TWY3J9TCX/label.txt ADDED
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cases/batch-01KQKCQ460GTM8Z77TWY3J9TCX/result.json ADDED
The diff for this file is too large to render. See raw diff
 
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File without changes
cases/batch-01KQM3G1WQQB6GG99S6FBXNVSE/.finished ADDED
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cases/batch-01KQM3G1WQQB6GG99S6FBXNVSE/injection.json ADDED
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cases/batch-01KQM3G1WQQB6GG99S6FBXNVSE/label.txt ADDED
@@ -0,0 +1 @@
 
 
1
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cases/batch-01KQM3G1WQQB6GG99S6FBXNVSE/result.json ADDED
The diff for this file is too large to render. See raw diff
 
cases/batch-01KQM5N6SC4KHSVEK4J9QDRM1B/.done ADDED
File without changes
cases/batch-01KQM5N6SC4KHSVEK4J9QDRM1B/.finished ADDED
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1588
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1589
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1590
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1591
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1592
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1593
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1595
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1596
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1597
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1607
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1609
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1610
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1611
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1619
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1620
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1621
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1623
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1624
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1628
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1629
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1630
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1631
+ "service_operation:ts-ui-dashboard::PUT /api/v1/adminbasicservice/adminbasic/stations",
1632
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1633
+ "http_endpoint:ts-ui-dashboard::PUT::/api/v1/adminbasicservice/adminbasic/stations",
1634
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1635
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1636
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1637
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1638
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1639
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1640
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1641
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1657
+ "service_operation:ts-ui-dashboard::PUT /api/v1/adminbasicservice/adminbasic/trains",
1658
+ "bare_operation_unique:PUT /api/v1/adminbasicservice/adminbasic/trains",
1659
+ "http_endpoint:ts-ui-dashboard::PUT::/api/v1/adminbasicservice/adminbasic/trains",
1660
+ "http_endpoint_unique:PUT::/api/v1/adminbasicservice/adminbasic/trains",
1661
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1662
+ ],
1663
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1664
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1665
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1666
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1667
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1671
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1672
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1673
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1683
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1684
+ "bare_operation_unique:PUT /api/v1/consignservice/consigns",
1685
+ "http_endpoint:ts-ui-dashboard::PUT::/api/v1/consignservice/consigns",
1686
+ "http_endpoint_unique:PUT::/api/v1/consignservice/consigns",
1687
+ "bare_path_unique:/api/v1/consignservice/consigns",
1688
+ "legacy_exact:span|ts-ui-dashboard::PUT /api/v1/consignservice/consigns",
1689
+ "legacy_exact:ts-ui-dashboard::PUT /api/v1/consignservice/consigns",
1690
+ "legacy_exact:PUT /api/v1/consignservice/consigns"
1691
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1692
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+ }
1709
+ }
cases/batch-01KQM5N6SC4KHSVEK4J9QDRM1B/env.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
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+ "NAMESPACE": "ts4",
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+ "DB_TIMEZONE": "UTC",
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+ "NORMAL_START": "1777719445",
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+ "NORMAL_END": "1777719745",
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+ "ABNORMAL_START": "1777719745",
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+ "ABNORMAL_END": "1777720045"
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+ }
cases/batch-01KQM5N6SC4KHSVEK4J9QDRM1B/injection.json ADDED
@@ -0,0 +1,111 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "name": "batch-01KQM5N6SC4KHSVEK4J9QDRM1B",
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+ "fault_type": "hybrid",
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+ "start_time": "2026-05-02T19:02:25+08:00",
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+ "state": "inject_success",
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17
+ "engine_config_summary": [
18
+ {
19
+ "app": "ts-admin-route-service",
20
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21
+ "class": "adminroute.service.AdminRouteServiceImpl",
22
+ "duration": 5,
23
+ "method": "checkStationsExists",
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25
+ "namespace": "ts4",
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+ "time_offset": 0
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+ "source": "injection",
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+ "description": "Fault batch for task 579e8a5e-b125-42ef-882b-19d95d7d8b03 (2 faults)",
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+ "engine_config": [
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54
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55
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70
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71
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85
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86
+ {
87
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89
+ "mysql"
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91
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92
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93
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94
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95
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96
+ "mysql",
97
+ "ts-station-service"
98
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99
+ "span": [
100
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101
+ "CREATE table ts",
102
+ "INSERT station",
103
+ "INSERT ts.station",
104
+ "SELECT ts",
105
+ "SELECT ts.station",
106
+ "SELECT ts.ts"
107
+ ]
108
+ }
109
+ ],
110
+ "groundtruth_source": "auto"
111
+ }
cases/batch-01KQM5N6SC4KHSVEK4J9QDRM1B/label.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ attributed
cases/batch-01KQM5N6SC4KHSVEK4J9QDRM1B/result.json ADDED
The diff for this file is too large to render. See raw diff
 
cases/hs10-rate-pod-failure-6xx86z/.done ADDED
File without changes
cases/hs10-rate-pod-failure-6xx86z/.finished ADDED
File without changes
cases/hs10-rate-pod-failure-6xx86z/injection.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "id": 3086,
3
+ "name": "hs10-rate-pod-failure-6xx86z",
4
+ "fault_type": "PodFailure",
5
+ "category": "hs",
6
+ "pre_duration": 5,
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+ "start_time": "2026-05-02T18:27:36+08:00",
8
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15
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16
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18
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+ "source": "injection",
20
+ "description": "Fault batch for task a9efed25-de53-4cf5-8e96-b51a772732b8 (1 faults)",
21
+ "engine_config": [
22
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23
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24
+ "chaos_type": "PodFailure",
25
+ "duration": 5,
26
+ "namespace": "hs10",
27
+ "system": "hs0",
28
+ "system_type": "hs",
29
+ "time_offset": 0
30
+ }
31
+ ],
32
+ "ground_truth": [
33
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34
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35
+ "rate"
36
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37
+ "container": [
38
+ "hotel-reserv-rate"
39
+ ]
40
+ }
41
+ ],
42
+ "groundtruth_source": "auto"
43
+ }
cases/hs10-rate-pod-failure-6xx86z/label.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ attributed
cases/hs10-rate-pod-failure-6xx86z/result.json ADDED
The diff for this file is too large to render. See raw diff
 
cases/hs10-search-cpu-exhaustion-9ptnql/.finished ADDED
File without changes
cases/hs10-search-cpu-exhaustion-9ptnql/causal_graph.json ADDED
@@ -0,0 +1,209 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "case_name": "hs10-search-cpu-exhaustion-9ptnql",
3
+ "fault_type": "CPUStress",
4
+ "root_resolution_method": "exact_container_match[ground_truth]",
5
+ "alarm_nodes_scope": "path_terminal_alarm_nodes",
6
+ "nodes": [
7
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8
+ "timestamp": 1777671309,
9
+ "component": "container|hotel-reserv-search",
10
+ "state": [
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13
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14
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15
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16
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17
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18
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22
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23
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25
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26
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29
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30
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31
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32
+ "timestamp": 1777671311,
33
+ "component": "span|search::search.Search/Nearby",
34
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38
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39
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+ "timestamp": 1777671311,
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+ "component": "span|search::geo.Geo/Nearby",
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47
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48
+ "timestamp": 1777671311,
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53
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54
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55
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+ "component": "span|search::rate.Rate/GetRates",
57
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61
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62
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63
+ "edges": [
64
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65
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66
+ "target": "span|search::search.Search/Nearby"
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+ },
68
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69
+ "source": "pod|search-867c487b88-8dvsj",
70
+ "target": "service|search"
71
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72
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73
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+ "target": "pod|search-867c487b88-8dvsj"
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76
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77
+ "source": "span|search::rate.Rate/GetRates",
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+ "target": "span|search::search.Search/Nearby"
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80
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81
+ "source": "span|search::geo.Geo/Nearby",
82
+ "target": "span|search::search.Search/Nearby"
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85
+ "source": "service|search",
86
+ "target": "span|search::rate.Rate/GetRates"
87
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88
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89
+ "source": "service|search",
90
+ "target": "span|search::geo.Geo/Nearby"
91
+ }
92
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93
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95
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+ "component": "container|hotel-reserv-search",
97
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99
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101
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102
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103
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105
+ "timestamp": 1777671311,
106
+ "component": "span|search::search.Search/Nearby",
107
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110
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111
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112
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113
+ "timestamp": 1777671311,
114
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118
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120
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122
+ "timestamp": 1777671311,
123
+ "component": "span|search::search.Search/Nearby",
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+ "state": [
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127
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128
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129
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130
+ "timestamp": 1777671311,
131
+ "component": "span|search::search.Search/Nearby",
132
+ "state": [
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134
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135
+ }
136
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137
+ "component_to_service": {
138
+ "pod|search-867c487b88-8dvsj": "search",
139
+ "service|search": "search",
140
+ "span|search::search.Search/Nearby": "search",
141
+ "span|search::geo.Geo/Nearby": "search",
142
+ "span|search::rate.Rate/GetRates": "search"
143
+ },
144
+ "candidate_alarm_nodes": [
145
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146
+ "node_id": 229,
147
+ "component": "span|search::search.Search/Nearby",
148
+ "issue_strength": "unknown",
149
+ "issue_strength_reason": "conclusion_row_unavailable",
150
+ "has_issues": false,
151
+ "conclusion_match": {
152
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153
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154
+ "attempted_keys": [
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156
+ "service_operation:search::search.Search/Nearby",
157
+ "bare_operation_unique:search.Search/Nearby",
158
+ "legacy_exact:span|search::search.Search/Nearby",
159
+ "legacy_exact:search::search.Search/Nearby",
160
+ "legacy_exact:search.Search/Nearby"
161
+ ]
162
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163
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164
+ ],
165
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167
+ "node_id": 229,
168
+ "component": "span|search::search.Search/Nearby",
169
+ "issue_strength": "unknown",
170
+ "issue_strength_reason": "conclusion_row_unavailable",
171
+ "reason": "path_terminal",
172
+ "path_status": "explained",
173
+ "has_issues": false,
174
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176
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cases/hs2-reservation-pod-failure-x2hxk4/.done ADDED
File without changes
cases/hs2-reservation-pod-failure-x2hxk4/.finished ADDED
File without changes
cases/hs2-reservation-pod-failure-x2hxk4/causal_graph.json ADDED
@@ -0,0 +1,537 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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cases/hs2-reservation-pod-failure-x2hxk4/injection.json ADDED
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cases/hs2-reservation-pod-failure-x2hxk4/result.json ADDED
The diff for this file is too large to render. See raw diff
 
cases/hs3-reservation-pod-failure-cp4bzt/causal_graph.json ADDED
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+ ],
392
+ "candidate_alarm_count": 4,
393
+ "explained_alarm_count": 3,
394
+ "unexplained_alarm_count": 1,
395
+ "candidate_strong_alarm_count": 2,
396
+ "explained_strong_alarm_count": 2,
397
+ "unexplained_strong_alarm_count": 0,
398
+ "strong_alarm_coverage": 1.0,
399
+ "confidence_breakdown": {
400
+ "rule_admission_confidence": 1.0,
401
+ "evidence_confidence": 1.0,
402
+ "alarm_coverage_confidence": 1.0,
403
+ "final_confidence": 1.0
404
+ }
405
+ }