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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
xet
 Community
1
anon-ops commited on
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1670
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1671
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1674
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1675
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1677
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1678
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1679
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1680
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1681
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1682
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1687
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1688
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1690
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1691
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1692
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1693
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1694
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1695
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1696
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1697
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1698
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1699
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1700
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1702
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1703
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1704
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1705
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1706
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1707
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1708
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1709
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1710
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1711
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1712
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1713
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1714
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1715
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1716
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1718
+ "service_operation:ts-station-service::GET /api/v1/stationservice/stations/id/{stationNameForId}",
1719
+ "bare_operation_unique:GET /api/v1/stationservice/stations/id/{stationNameForId}",
1720
+ "http_endpoint:ts-station-service::GET::/api/v1/stationservice/stations/id/{stationNameForId}",
1721
+ "http_endpoint_unique:GET::/api/v1/stationservice/stations/id/{stationNameForId}",
1722
+ "bare_path_unique:/api/v1/stationservice/stations/id/{stationNameForId}",
1723
+ "legacy_exact:span|ts-station-service::GET /api/v1/stationservice/stations/id/{stationNameForId}",
1724
+ "legacy_exact:ts-station-service::GET /api/v1/stationservice/stations/id/{stationNameForId}",
1725
+ "legacy_exact:GET /api/v1/stationservice/stations/id/{stationNameForId}"
1726
+ ]
1727
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1728
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1729
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1730
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1731
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1732
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1733
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1734
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1735
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1736
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1737
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1738
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1739
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1740
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1741
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1742
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1743
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1744
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1745
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1746
+ "service_operation:ts-station-service::PUT /api/v1/stationservice/stations",
1747
+ "bare_operation_unique:PUT /api/v1/stationservice/stations",
1748
+ "http_endpoint:ts-station-service::PUT::/api/v1/stationservice/stations",
1749
+ "http_endpoint_unique:PUT::/api/v1/stationservice/stations",
1750
+ "bare_path_unique:/api/v1/stationservice/stations",
1751
+ "legacy_exact:span|ts-station-service::PUT /api/v1/stationservice/stations",
1752
+ "legacy_exact:ts-station-service::PUT /api/v1/stationservice/stations",
1753
+ "legacy_exact:PUT /api/v1/stationservice/stations"
1754
+ ]
1755
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1756
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1757
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1758
+ ]
1759
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1760
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1761
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1762
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1763
+ "issue_strength": "unknown",
1764
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1765
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1771
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1773
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1774
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1775
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1776
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1777
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1778
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1779
+ "legacy_exact:ts-travel2-service::GET /api/v1/travel2service/routes/{tripId}",
1780
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1781
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1790
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1792
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1794
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1804
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1805
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1806
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1807
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1808
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1809
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1810
+ "legacy_exact:ts-travel2-service::POST /api/v1/travel2service/trip_detail",
1811
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1812
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+ "component": "span|ts-ui-dashboard::GET /api/v1/contactservice/contacts/account/{accountId}",
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1859
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1875
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1877
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1904
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1905
+ "http_endpoint:ts-config-service::GET::/api/v1/configservice/configs/{configName}",
1906
+ "http_endpoint_unique:GET::/api/v1/configservice/configs/{configName}",
1907
+ "bare_path_unique:/api/v1/configservice/configs/{configName}",
1908
+ "legacy_exact:span|ts-config-service::GET /api/v1/configservice/configs/{configName}",
1909
+ "legacy_exact:ts-config-service::GET /api/v1/configservice/configs/{configName}",
1910
+ "legacy_exact:GET /api/v1/configservice/configs/{configName}"
1911
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1912
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1913
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1914
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1915
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1916
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1917
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1918
+ "issue_strength": "strong",
1919
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1921
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1922
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+ "conclusion_span_name": "HTTP GET http://ts-ui-dashboard:8080/api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId}",
1933
+ "conclusion_match": {
1934
+ "status": "matched",
1935
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+ "conclusion_span_name": "HTTP GET http://ts-ui-dashboard:8080/api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId}",
1937
+ "attempted_keys": [
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+ "exact_component:span|ts-food-service::GET /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId}",
1939
+ "service_operation:ts-food-service::GET /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId}",
1940
+ "bare_operation_unique:GET /api/v1/foodservice/foods/{date}/{startStation}/{endStation}/{tripId}"
1941
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1942
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1943
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1944
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1945
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1946
+ "node_id": 836,
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+ "component": "span|ts-train-food-service::GET /api/v1/trainfoodservice/trainfoods/{tripId}",
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+ "issue_strength": "unknown",
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1956
+ "attempted_keys": [
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1958
+ "service_operation:ts-train-food-service::GET /api/v1/trainfoodservice/trainfoods/{tripId}",
1959
+ "bare_operation_unique:GET /api/v1/trainfoodservice/trainfoods/{tripId}",
1960
+ "http_endpoint:ts-train-food-service::GET::/api/v1/trainfoodservice/trainfoods/{tripId}",
1961
+ "http_endpoint_unique:GET::/api/v1/trainfoodservice/trainfoods/{tripId}",
1962
+ "bare_path_unique:/api/v1/trainfoodservice/trainfoods/{tripId}",
1963
+ "legacy_exact:span|ts-train-food-service::GET /api/v1/trainfoodservice/trainfoods/{tripId}",
1964
+ "legacy_exact:ts-train-food-service::GET /api/v1/trainfoodservice/trainfoods/{tripId}",
1965
+ "legacy_exact:GET /api/v1/trainfoodservice/trainfoods/{tripId}"
1966
+ ]
1967
+ },
1968
+ "drop_reason": "schema_unmatched"
1969
+ }
1970
+ ],
1971
+ "candidate_alarm_count": 18,
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+ "explained_alarm_count": 15,
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+ "unexplained_alarm_count": 3,
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+ "candidate_strong_alarm_count": 4,
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+ "explained_strong_alarm_count": 3,
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+ "unexplained_strong_alarm_count": 1,
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+ "strong_alarm_coverage": 0.75,
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+ "confidence_breakdown": {
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+ "rule_admission_confidence": 1.0,
1980
+ "evidence_confidence": 0.75,
1981
+ "alarm_coverage_confidence": 0.75,
1982
+ "final_confidence": 0.75
1983
+ }
1984
+ }
cases/batch-01KQJB4DHSVS0R7C9X9ZY48BPR/env.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "NAMESPACE": "ts10",
3
+ "DB_TIMEZONE": "UTC",
4
+ "NORMAL_START": "1777658078",
5
+ "NORMAL_END": "1777658378",
6
+ "ABNORMAL_START": "1777658378",
7
+ "ABNORMAL_END": "1777658677"
8
+ }
cases/batch-01KQJB4DHSVS0R7C9X9ZY48BPR/injection.json ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "id": 2115,
3
+ "name": "batch-01KQJB4DHSVS0R7C9X9ZY48BPR",
4
+ "fault_type": "hybrid",
5
+ "category": "ts",
6
+ "pre_duration": 5,
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+ "start_time": "2026-05-02T01:59:38+08:00",
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+ "end_time": "2026-05-02T02:04:37+08:00",
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+ "state": "inject_success",
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+ "status": "enabled",
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+ "benchmark_id": 108,
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+ "benchmark_name": "clickhouse",
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+ "pedestal_id": 149,
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+ "pedestal_name": "ts",
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+ "created_at": "2026-05-02T01:59:37.796+08:00",
16
+ "updated_at": "2026-05-02T02:04:38.422+08:00",
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+ "engine_config_summary": [
18
+ {
19
+ "app": "ts-consign-service",
20
+ "chaos_type": "JVMRuntimeMutator",
21
+ "class": "consign.controller.ConsignController",
22
+ "duration": 5,
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+ "method": "insertConsign",
24
+ "mutator_config": "constant:\"/consigns\":\"mutated_/consigns\"",
25
+ "namespace": "ts10",
26
+ "system": "ts",
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+ "system_type": "ts",
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+ "time_offset": 0
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+ "app": "ts-consign-price-service",
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+ "chaos_type": "JVMLatency",
33
+ "class": "consignprice.service.ConsignPriceServiceImpl",
34
+ "duration": 5,
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+ "latency_duration": 1410,
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+ "method": "getPriceByWeightAndRegion",
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+ "namespace": "ts10",
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+ "system": "ts",
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+ "trace_id": "bd87bb2a-ca77-4b44-b95c-e1c77bb7d928",
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+ "source": "injection",
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+ "description": "Fault batch for task ae0e98c0-edbe-4e13-a770-779ab935be0f (2 faults)",
47
+ "engine_config": [
48
+ {
49
+ "app": "ts-consign-service",
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+ "chaos_type": "JVMRuntimeMutator",
51
+ "class": "consign.controller.ConsignController",
52
+ "duration": 5,
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+ "method": "insertConsign",
54
+ "mutator_config": "constant:\"/consigns\":\"mutated_/consigns\"",
55
+ "namespace": "ts10",
56
+ "system": "ts",
57
+ "system_type": "ts",
58
+ "time_offset": 0
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+ },
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+ {
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+ "app": "ts-consign-price-service",
62
+ "chaos_type": "JVMLatency",
63
+ "class": "consignprice.service.ConsignPriceServiceImpl",
64
+ "duration": 5,
65
+ "latency_duration": 1410,
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+ "method": "getPriceByWeightAndRegion",
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+ "namespace": "ts10",
68
+ "system": "ts",
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+ "system_type": "ts",
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+ "time_offset": 0
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+ "ground_truth": [
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+ "service": [
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+ "pod": [
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+ "container": [
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86
+ ]
87
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88
+ {
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+ "service": [
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92
+ "pod": [
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+ ],
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+ "container": [
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97
+ ],
98
+ "metric": [
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100
+ ],
101
+ "function": [
102
+ "consignprice.service.ConsignPriceServiceImpl.getPriceByWeightAndRegion"
103
+ ]
104
+ }
105
+ ],
106
+ "groundtruth_source": "auto"
107
+ }
cases/batch-01KQJB4DHSVS0R7C9X9ZY48BPR/label.txt ADDED
@@ -0,0 +1 @@
 
 
1
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cases/batch-01KQJWSGJ099M4CZYEP916XDZ4/env.json ADDED
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cases/batch-01KQJWSGJ099M4CZYEP916XDZ4/injection.json ADDED
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cases/batch-01KQKG7XHVQS2YB9KTZ9HK4W8M/injection.json ADDED
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cases/batch-01KQKG7XHVQS2YB9KTZ9HK4W8M/label.txt ADDED
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cases/batch-01KQKG7XHVQS2YB9KTZ9HK4W8M/result.json ADDED
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cases/batch-01KQKHVE5G216XH47PCA8HH1J4/.done ADDED
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cases/batch-01KQKHVE5G216XH47PCA8HH1J4/.finished ADDED
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cases/batch-01KQKHVE5G216XH47PCA8HH1J4/causal_graph.json ADDED
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cases/batch-01KQKHVE5G216XH47PCA8HH1J4/injection.json ADDED
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cases/batch-01KQM3G1WQQB6GG99S6FBXNVSE/env.json ADDED
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cases/hs1-search-pod-failure-pqklqx/.done ADDED
File without changes
cases/hs1-search-pod-failure-pqklqx/.finished ADDED
File without changes
cases/hs1-search-pod-failure-pqklqx/causal_graph.json ADDED
@@ -0,0 +1,380 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ "path_status": "unexplained",
307
+ "has_issues": false,
308
+ "conclusion_match": {
309
+ "status": "unmatched",
310
+ "method": "none",
311
+ "attempted_keys": [
312
+ "exact_component:span|geo::geo.Geo/Nearby",
313
+ "service_operation:geo::geo.Geo/Nearby",
314
+ "bare_operation_unique:geo.Geo/Nearby",
315
+ "legacy_exact:span|geo::geo.Geo/Nearby",
316
+ "legacy_exact:geo::geo.Geo/Nearby",
317
+ "legacy_exact:geo.Geo/Nearby"
318
+ ]
319
+ },
320
+ "drop_reason": "schema_unmatched"
321
+ },
322
+ {
323
+ "node_id": 227,
324
+ "component": "span|rate::rate.Rate/GetRates",
325
+ "issue_strength": "unknown",
326
+ "issue_strength_reason": "conclusion_row_unavailable",
327
+ "reason": "no_path_found",
328
+ "path_status": "unexplained",
329
+ "has_issues": false,
330
+ "conclusion_match": {
331
+ "status": "unmatched",
332
+ "method": "none",
333
+ "attempted_keys": [
334
+ "exact_component:span|rate::rate.Rate/GetRates",
335
+ "service_operation:rate::rate.Rate/GetRates",
336
+ "bare_operation_unique:rate.Rate/GetRates",
337
+ "legacy_exact:span|rate::rate.Rate/GetRates",
338
+ "legacy_exact:rate::rate.Rate/GetRates",
339
+ "legacy_exact:rate.Rate/GetRates"
340
+ ]
341
+ },
342
+ "drop_reason": "schema_unmatched"
343
+ },
344
+ {
345
+ "node_id": 231,
346
+ "component": "span|reservation::reservation.Reservation/CheckAvailability",
347
+ "issue_strength": "unknown",
348
+ "issue_strength_reason": "conclusion_row_unavailable",
349
+ "reason": "no_path_found",
350
+ "path_status": "unexplained",
351
+ "has_issues": false,
352
+ "conclusion_match": {
353
+ "status": "unmatched",
354
+ "method": "none",
355
+ "attempted_keys": [
356
+ "exact_component:span|reservation::reservation.Reservation/CheckAvailability",
357
+ "service_operation:reservation::reservation.Reservation/CheckAvailability",
358
+ "bare_operation_unique:reservation.Reservation/CheckAvailability",
359
+ "legacy_exact:span|reservation::reservation.Reservation/CheckAvailability",
360
+ "legacy_exact:reservation::reservation.Reservation/CheckAvailability",
361
+ "legacy_exact:reservation.Reservation/CheckAvailability"
362
+ ]
363
+ },
364
+ "drop_reason": "schema_unmatched"
365
+ }
366
+ ],
367
+ "candidate_alarm_count": 5,
368
+ "explained_alarm_count": 2,
369
+ "unexplained_alarm_count": 3,
370
+ "candidate_strong_alarm_count": 1,
371
+ "explained_strong_alarm_count": 1,
372
+ "unexplained_strong_alarm_count": 0,
373
+ "strong_alarm_coverage": 1.0,
374
+ "confidence_breakdown": {
375
+ "rule_admission_confidence": 1.0,
376
+ "evidence_confidence": 1.0,
377
+ "alarm_coverage_confidence": 1.0,
378
+ "final_confidence": 1.0
379
+ }
380
+ }
cases/hs1-search-pod-failure-pqklqx/env.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "NAMESPACE": "hs1",
3
+ "DB_TIMEZONE": "UTC",
4
+ "NORMAL_START": "1777648835",
5
+ "NORMAL_END": "1777649135",
6
+ "ABNORMAL_START": "1777649135",
7
+ "ABNORMAL_END": "1777649435"
8
+ }