{ "audit": { "artifact_resolution": { "candidate_run_dirs": [ "evidences" ], "manifest_path_mismatch": false, "primary_failure_code": null, "resolution_mode": "workspace_evidence_root", "scanned_scopes": [ { "candidate_count": 1, "candidates": [ { "actual_cluster_id": "10518506906906971664", "actual_end_ts": 1776561600, "actual_start_ts": 1776559500, "analysis_patch_path": "", "analysis_patch_present": false, "diagnosis_report_path": "evidences/workspace_evidence_report.json", "diagnosis_report_present": true, "evidence_dir": "evidences", "evidence_dir_present": true, "invalid_reasons": [], "logs_dir": "", "logs_dir_present": false, "manifest_path": "", "manifest_path_mismatch": false, "manifest_path_mismatch_fields": [], "manifest_present": false, "manifest_valid_json": true, "resolution_mode": "workspace_evidence_root", "run_dir": "evidences", "summary_json_path": "evidences/evidence_summary_for_agent.json", "summary_json_present": true, "summary_txt_path": 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"manifest_valid_json": true, "resolution_mode": "workspace_evidence_root", "run_dir": "evidences", "summary_json_path": "evidences/evidence_summary_for_agent.json", "summary_json_present": true, "summary_txt_path": "evidences/evidence_summary_for_agent.txt", "summary_txt_present": true, "valid_bundle": true }, "status": "resolved" }, "case_id": "expensive-query-spike-during-incident-window", "contract": { "actual_cluster_id": "10518506906906971664", "cluster_scope_match": true, "expected_allowed_window_id": "alert_window", "expected_cluster_id": "10518506906906971664", "time_window_match": true }, "critical_evidence_verdict": "pass", "evidence_collection_verdict": "pass", "evidence_routing_verdict": "pass", "execution_contract": { "artifact_facts": { "analysis_patch_present": false, "core_evidence_bundle_present": true, "diagnosis_report_present": true, "summary_artifact_present": true, "supplemental_loki_present": false }, "channel_facts": { "events": false, "logs": true, "query_or_metric": true, "ticket_context": false }, "checks": [ { "description": "Required workflow milestones are present.", "id": "required_workflow_present", "match": "all_of", "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "architecture_context_loaded", "misdiagnosis_guardrails_loaded", "diagnosis_run_initialized", "evidence_collection_completed" ], "matcher": "subset_observed", "path": "", "paths": [ "architecture_context_loaded", "misdiagnosis_guardrails_loaded", "diagnosis_run_initialized", "evidence_collection_completed" ], "source": "workflow_check", "threshold": null } ], "snippet": "matched execution contract facts: architecture_context_loaded, misdiagnosis_guardrails_loaded, diagnosis_run_initialized, evidence_collection_completed" }, { "description": "Required evidence artifacts are present.", "id": "required_artifacts_present", "match": "all_of", "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "core_evidence_bundle_present" ], "matcher": "subset_observed", "path": "", "paths": [ "core_evidence_bundle_present" ], "source": "artifact_fact", "threshold": null } ], "snippet": "matched execution contract facts: core_evidence_bundle_present" }, { "description": "At least one preferred evidence channel is observed.", "id": "preferred_channels_minimum_observed", "match": "all_of", "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "logs", "query_or_metric" ], "matcher": "count_gte", "path": "", "paths": [ "logs", "query_or_metric" ], "source": "channel_fact", "threshold": 1.0 } ], "snippet": "matched execution contract facts: logs, query_or_metric" }, { "description": "Preferred evidence channels are all observed.", "id": "preferred_channels_all_observed", "match": "all_of", "passed": true, "required": false, "rules": [ { "matched": true, "matched_keys": [ "logs", "query_or_metric" ], "matcher": "subset_observed", "path": "", "paths": [ "logs", "query_or_metric" ], "source": "channel_fact", "threshold": null } ], "snippet": "matched execution contract facts: logs, query_or_metric" } ], "status": "pass", "workflow_facts": { "architecture_context_loaded": true, "diagnosis_run_initialized": true, "evidence_collection_completed": true, "final_answer_emitted": true, "misdiagnosis_guardrails_loaded": true, "summary_read_completed": true } }, "execution_contract_verdict": "pass", "overall_verdict": "fail", "quality_verdict": "fail", "semantic_shadow": { "available": true, "status": "ok" }, "source": "deterministic_judge", "strategy": "deterministic_trace_heavy_v1", "workflow_verdict": "pass" }, "case_run_id": "evalcase-9d9c80bc09454c489b1f1c9672225292", "facts": { "artifact_observations": { "analysis_patch_present": false, "diagnosis_report_present": true, "summary_artifact_present": true, "supplemental_loki_present": false }, "artifacts": { "analysis_patch_path": "", "diagnosis_report_path": 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"expensive_query_log_signal_present", "plan_bottleneck_signal_present", "hotspot_impact_signal_present" ] }, "evidence": { "analysis_patch_path": "", "core_evidence_bundle_present": true, "decoded_plan_indexes_used": "[dh_account_ext_inviterinfo:idx_inviteruseridx_sitecode]", "events_channel_observed": false, "hotspot_detected": true, "infra_clear": true, "kill_query_signal_present": false, "log_error_counts": { "pd": { "error": 0, "info": 0, "warn": 0 }, "tidb": { "error": 0, "info": 0, "warn": 0 }, "tikv": { "error": 0, "info": 0, "warn": 0 } }, "logs_channel_observed": true, "logs_dir_present": false, "memory_tracker_panic_present": false, "metric_evidence": [ { "instance": "all (59 instances)", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0001, "metric_group_id": "ebs_iops_throttle", "name": "EBS IOPS Throttle Avg", "peak": 0.0015, "promql": "rate(aws_ebs_csi_exceeded_iops_seconds_total[1m]) # client-side join by pod", "unit": "fraction" }, { "instance": "db-tikv-35 vol-05a7f7de47d96105f", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.002, "metric_group_id": "ebs_iops_throttle", "name": "EBS IOPS Throttle", "peak": 0.0275, "promql": "rate(aws_ebs_csi_exceeded_iops_seconds_total[1m]) # client-side join by pod", "severity": "normal", "unit": "fraction" }, { "instance": "db-tikv-38 vol-08c8943f2203f2143", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0016, "metric_group_id": "ebs_iops_throttle", "name": "EBS IOPS Throttle", "peak": 0.0186, "promql": "rate(aws_ebs_csi_exceeded_iops_seconds_total[1m]) # client-side join by pod", "severity": "normal", "unit": "fraction" }, { "instance": "db-tiflash-3 vol-04427e9fbd9e9d8de", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0005, "metric_group_id": "ebs_iops_throttle", "name": "EBS IOPS Throttle", "peak": 0.014, "promql": "rate(aws_ebs_csi_exceeded_iops_seconds_total[1m]) # client-side join by pod", "severity": "normal", "unit": "fraction" }, { "instance": "db-tiflash-4 vol-05437b95fbf874bdc", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0004, "metric_group_id": "ebs_iops_throttle", "name": "EBS IOPS Throttle", "peak": 0.0132, "promql": "rate(aws_ebs_csi_exceeded_iops_seconds_total[1m]) # client-side join by pod", "severity": "normal", "unit": "fraction" }, { "instance": "db-tikv-11 vol-0bd1bd198045c674b", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0001, "metric_group_id": "ebs_iops_throttle", "name": "EBS IOPS Throttle", "peak": 0.0044, "promql": "rate(aws_ebs_csi_exceeded_iops_seconds_total[1m]) # client-side join by pod", "severity": "normal", "unit": "fraction" }, { "instance": "all (22 instances)", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.024, "metric_group_id": 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"mean": 0.028, "metric_group_id": "tidb_p99_latency", "name": "TiDB P99 Latency", "peak": 0.043, "promql": "histogram_quantile(0.99, sum(rate(tidb_server_handle_query_duration_seconds_bucket[1m])) by (le, instance))", "unit": "seconds" }, { "instance": "db-tidb-54", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.026, "metric_group_id": "tidb_p99_latency", "name": "TiDB P99 Latency", "peak": 0.04, "promql": "histogram_quantile(0.99, sum(rate(tidb_server_handle_query_duration_seconds_bucket[1m])) by (le, instance))", "unit": "seconds" }, { "instance": "db-tidb-1", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.028, "metric_group_id": "tidb_p99_latency", "name": "TiDB P99 Latency", "peak": 0.039, "promql": "histogram_quantile(0.99, sum(rate(tidb_server_handle_query_duration_seconds_bucket[1m])) by (le, instance))", "unit": "seconds" }, { "instance": "all (54 instances)", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.009, "metric_group_id": "tikv_grpc_p99", "name": "TiKV gRPC P99 Avg", "peak": 0.016, "promql": "histogram_quantile(0.99, sum(rate(tikv_grpc_msg_duration_seconds_bucket{type!=\"raft\"}[1m])) by (le, instance))", "unit": "seconds" }, { "instance": "db-tikv-21", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.01, "metric_group_id": "tikv_grpc_p99", "name": "TiKV gRPC P99", "peak": 0.051, "promql": "histogram_quantile(0.99, sum(rate(tikv_grpc_msg_duration_seconds_bucket{type!=\"raft\"}[1m])) by (le, instance))", "unit": "seconds" }, { "instance": "db-tikv-50", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.01, "metric_group_id": "tikv_grpc_p99", "name": "TiKV gRPC P99", "peak": 0.025, "promql": "histogram_quantile(0.99, sum(rate(tikv_grpc_msg_duration_seconds_bucket{type!=\"raft\"}[1m])) by (le, instance))", "unit": "seconds" }, { "instance": "db-tikv-6", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.011, "metric_group_id": "tikv_grpc_p99", "name": "TiKV gRPC P99", "peak": 0.024, "promql": "histogram_quantile(0.99, sum(rate(tikv_grpc_msg_duration_seconds_bucket{type!=\"raft\"}[1m])) by (le, instance))", "unit": "seconds" }, { "component": "tidb", "instance": "all (db, 8 instances)", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 11.0, "metric_group_id": "tidb_cpu:db", "name": "TIDB CPU Avg", "nodegroup": "db", "peak": 22.11, "promql": "rate(process_cpu_seconds_total{component=\"tidb\"}[1m])", "unit": "cores" }, { "component": "tidb", "instance": "db-tidb-0", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "metric_group_id": "tidb_cpu:db", "name": "TIDB CPU", "nodegroup": "db", "peak": 24.83, "promql": "rate(process_cpu_seconds_total{component=\"tidb\"}[1m])", "quota": 64.0, "severity": "normal", "unit": 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"https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "metric_group_id": "tikv_cpu:db", "name": "TIKV CPU", "nodegroup": "db", "peak": 14.87, "promql": "rate(process_cpu_seconds_total{component=\"tikv\"}[1m])", "quota": 32.0, "severity": "normal", "unit": "cores", "utilization": "46%" }, { "instance": "all (22 instances)", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.101, "metric_group_id": "tidb_gc_frequency", "name": "TiDB GC Frequency Avg", "peak": 0.157, "promql": "rate(go_gc_duration_seconds_count{component=\"tidb\"}[1m])", "unit": "events/s" }, { "instance": "db-tidb-0", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.112, "metric_group_id": "tidb_gc_frequency", "name": "TiDB GC Frequency", "peak": 0.267, "promql": "rate(go_gc_duration_seconds_count{component=\"tidb\"}[1m])", "severity": "normal", "unit": "events/s" }, { "instance": "db-tidb-54", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.107, "metric_group_id": "tidb_gc_frequency", "name": "TiDB GC Frequency", "peak": 0.267, "promql": "rate(go_gc_duration_seconds_count{component=\"tidb\"}[1m])", "severity": "normal", "unit": "events/s" }, { "instance": "db-tidb-5", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.111, "metric_group_id": "tidb_gc_frequency", "name": "TiDB GC Frequency", "peak": 0.25, "promql": "rate(go_gc_duration_seconds_count{component=\"tidb\"}[1m])", "severity": "normal", "unit": "events/s" }, { "instance": "db-tidb-57", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.111, "metric_group_id": "tidb_gc_frequency", "name": "TiDB GC Frequency", "peak": 0.25, "promql": "rate(go_gc_duration_seconds_count{component=\"tidb\"}[1m])", "severity": "normal", "unit": "events/s" }, { "instance": "db-tidb-1", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.106, "metric_group_id": "tidb_gc_frequency", "name": "TiDB GC Frequency", "peak": 0.217, "promql": "rate(go_gc_duration_seconds_count{component=\"tidb\"}[1m])", "severity": "normal", "unit": "events/s" }, { "instance": "all (22 instances)", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0, "metric_group_id": "tidb_gc_duration_rate", "name": "TiDB GC Duration Rate Avg", "peak": 0.001, "promql": "rate(go_gc_duration_seconds_sum{component=\"tidb\"}[1m])", "unit": "seconds/second" }, { "instance": "db-tidb-6-ac-2006015162468798464", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0, "metric_group_id": "tidb_gc_duration_rate", "name": "TiDB GC Duration Rate", "peak": 0.003, "promql": "rate(go_gc_duration_seconds_sum{component=\"tidb\"}[1m])", "severity": "normal", "unit": "seconds/second" }, { "instance": "db-tidb-56", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0, "metric_group_id": "tidb_gc_duration_rate", "name": "TiDB GC Duration Rate", "peak": 0.002, "promql": "rate(go_gc_duration_seconds_sum{component=\"tidb\"}[1m])", "severity": "normal", "unit": "seconds/second" }, { "instance": "db-tidb-55", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0, "metric_group_id": "tidb_gc_duration_rate", "name": "TiDB GC Duration Rate", "peak": 0.002, "promql": "rate(go_gc_duration_seconds_sum{component=\"tidb\"}[1m])", "severity": "normal", "unit": "seconds/second" }, { "instance": "db-tidb-5-ac-2006015162468798464", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0, "metric_group_id": "tidb_gc_duration_rate", "name": "TiDB GC Duration Rate", "peak": 0.002, "promql": "rate(go_gc_duration_seconds_sum{component=\"tidb\"}[1m])", "severity": "normal", "unit": "seconds/second" }, { "instance": "db-tidb-57", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.0, "metric_group_id": "tidb_gc_duration_rate", "name": "TiDB GC Duration Rate", "peak": 0.002, "promql": "rate(go_gc_duration_seconds_sum{component=\"tidb\"}[1m])", "severity": "normal", "unit": "seconds/second" }, { "instance": "all (22 instances)", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.012, "metric_group_id": "tidb_gc_pause_p99", "name": "TiDB GC Pause P99 Avg", "peak": 0.055, "promql": "histogram_quantile(0.99, sum(rate(go_gc_pauses_seconds_bucket{component=\"tidb\"}[1m])) by (le, instance))", "unit": "seconds" }, { "instance": "db-tidb-56", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.016, "metric_group_id": "tidb_gc_pause_p99", "name": "TiDB GC Pause P99", "peak": 0.117, "promql": "histogram_quantile(0.99, sum(rate(go_gc_pauses_seconds_bucket{component=\"tidb\"}[1m])) by (le, instance))", "severity": "warning", "unit": "seconds" }, { "instance": "db-tidb-6-ac-2006015162468798464", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.013, "metric_group_id": "tidb_gc_pause_p99", "name": "TiDB GC Pause P99", "peak": 0.117, "promql": "histogram_quantile(0.99, sum(rate(go_gc_pauses_seconds_bucket{component=\"tidb\"}[1m])) by (le, instance))", "severity": "warning", "unit": "seconds" }, { "instance": "db-tidb-57", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.018, "metric_group_id": "tidb_gc_pause_p99", "name": "TiDB GC Pause P99", "peak": 0.109, "promql": "histogram_quantile(0.99, sum(rate(go_gc_pauses_seconds_bucket{component=\"tidb\"}[1m])) by (le, instance))", "severity": "warning", "unit": "seconds" }, { "instance": "db-tidb-11-ac-2006015162468798464", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.016, "metric_group_id": "tidb_gc_pause_p99", "name": "TiDB GC Pause P99", "peak": 0.107, "promql": "histogram_quantile(0.99, sum(rate(go_gc_pauses_seconds_bucket{component=\"tidb\"}[1m])) by (le, instance))", "severity": "warning", "unit": "seconds" }, { "instance": "db-tidb-55", "link": "https://clinic.pingcap.com/portal/#/clusters/10518506906906971664", "mean": 0.015, "metric_group_id": "tidb_gc_pause_p99", "name": "TiDB GC Pause P99", "peak": 0.107, "promql": "histogram_quantile(0.99, sum(rate(go_gc_pauses_seconds_bucket{component=\"tidb\"}[1m])) by (le, instance))", "severity": "warning", "unit": "seconds" }, { "bucket": "unified_read", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 7.945, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "unified_read", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 6.9523, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "unified_read", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 5.687, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "grpc", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 4.6983, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "grpc", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 4.3447, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "grpc", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 4.0377, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "raftstore", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 2.9432, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "raftstore", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 2.9228, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "raftstore", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 2.89, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "other", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 1.7923, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "other", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 1.7113, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "other", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 1.566, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "rocksdb", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 1.4178, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "rocksdb", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 1.33, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "rocksdb", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 1.1455, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "apply", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.8968, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "apply", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.8915, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "apply", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.8523, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "sched", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.8128, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "sched", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.5655, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "sched", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.524, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "background", "instance": "db-tikv-2", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.1062, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "background", "instance": "db-tikv-38", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.1038, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" }, { "bucket": "background", "instance": "db-tikv-40", "metric_group_id": "tikv_thread_cpu", "name": "TiKV Thread CPU", "peak": 0.1003, "promql": "sum by (instance, name) (rate(tikv_thread_cpu_seconds_total{instance=~\"db-tikv-40|db-tikv-2|db-tikv-38\"}[1m]))", "unit": "cores" } ], "panic_signal_artifact_present": false, "query_evidence": { "slow_query": [ { "avg_time": "1.40s", "digest": "df75e3f4f665757905d994cc2ec03f19bf0dbb8da34ba543e00cc31c04df79ef", "exec_count": "175", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=df75e3f4f665757905d994cc2ec03f19bf0dbb8da34ba543e00cc31c04df79ef&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "1121235", "max_time": "1.62s", "source": "slow_query", "sql_preview": "UPDATE `dh_jpush_recall` SET `state`=? WHERE task_id = ? AND useridx in (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?" }, { "avg_time": "1.90s", "digest": "f526485d768d4a4f20712aa22ffb1268252f66635f5c232d257e656b0a6bdba6", "exec_count": "153", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=f526485d768d4a4f20712aa22ffb1268252f66635f5c232d257e656b0a6bdba6&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "84960", "max_time": "3.64s", "source": "slow_query", "sql_preview": "SHOW STATS_HEALTHY where db_name like 'dh_app_%';" }, { "avg_time": "1.15s", "digest": "7fd49b5b16a22325563c8a9ddd3dbc7cc4228261a497b49a349085f030818699", "exec_count": "141", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=7fd49b5b16a22325563c8a9ddd3dbc7cc4228261a497b49a349085f030818699&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "736584418", "max_time": "1.88s", "source": "slow_query", "sql_preview": "WITH d_table AS (SELECT useridx, parent_useridx, site_code FROM `dh_promote_myteam_direct` WHERE valid_to >= ? AND valid_from <= ? AND parent_useridx !=0 AND site_code = ?) SELECT useridx,max_day FROM" }, { "avg_time": "7.33s", "digest": "4ec00c4c3dfb90e450cbaeb8b12a41999f4a62b3481f6d3c1f01453bfba6ff7d", "exec_count": "66", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=4ec00c4c3dfb90e450cbaeb8b12a41999f4a62b3481f6d3c1f01453bfba6ff7d&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "84960", "max_time": "16.30s", "source": "slow_query", "sql_preview": "SHOW STATS_HEALTHY WHERE db_name LIKE 'dh_app_%' AND db_name != 'dh_app_default' AND table_name IN ('dh_account_ext_authinfo','dh_account_ext_channelinfo','dh_account_ext_inviterinfo','dh_account_ext_" }, { "avg_time": "1.66s", "digest": "e13195c734caeec21729f80b9b9bf2823f8545f5f307219b1c7909b0a278d4ac", "exec_count": "65", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=e13195c734caeec21729f80b9b9bf2823f8545f5f307219b1c7909b0a278d4ac&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "110280", "max_time": "2.90s", "source": "slow_query", "sql_preview": "SHOW STATS_META WHERE db_name != 'dh_app_default' AND table_name IN ('dh_account_ext_authinfo','dh_account_ext_channelinfo','dh_account_ext_inviterinfo','dh_account_ext_yuebaoinfo','dh_account_jwt_tok" }, { "avg_time": "1.95s", "digest": "b9a982447eafb04ff86f50e6cd38ac1ae7cbeef7c3130fdf8502a0dc736fb390", "exec_count": "57", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=b9a982447eafb04ff86f50e6cd38ac1ae7cbeef7c3130fdf8502a0dc736fb390&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "182835294", "max_time": "4.81s", "source": "slow_query", "sql_preview": "SELECT useridx, parent_useridx FROM (SELECT d.useridx, d.parent_useridx FROM dh_promote_myteam_direct d INNER JOIN dh_user_day_report r ON r.user_idx=d.useridx and r.site_code=d.site_code AND r.create" }, { "avg_time": "1.65s", "digest": "5ed3c66a6505fd76ff485d8829bf90185120209653739e7ed473e676d622ce5b", "exec_count": "55", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=5ed3c66a6505fd76ff485d8829bf90185120209653739e7ed473e676d622ce5b&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "501250990", "max_time": "3.84s", "source": "slow_query", "sql_preview": "SELECT '11366' as site_code,20260418 as create_ymd,case when t2.register_os_type in (2,11,12,13,20) then 1 when t2.register_os_type in (1,9,10,14,18,19) then 2 else 3 end as kind,case when t2.register" }, { "avg_time": "1.48s", "digest": "ba0dada88f798386ffc6d67a831743bf6f02c45375ba707ce034419e2ae5b792", "exec_count": "55", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=ba0dada88f798386ffc6d67a831743bf6f02c45375ba707ce034419e2ae5b792&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "120989", "max_time": "2.88s", "source": "slow_query", "sql_preview": "SELECT * FROM `dh_finance_details` WHERE (message_status = 0 and create_time < ? and create_time > ?) AND site_code = ? ORDER BY create_time desc LIMIT 10000 [arguments: (\"2026-04-19 08:41:00.03922227" }, { "avg_time": "2.03s", "digest": "601fa8ba4933c1b022c2b158c65b3c24676f1264578530ff7788162c80c4c727", "exec_count": "50", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=601fa8ba4933c1b022c2b158c65b3c24676f1264578530ff7788162c80c4c727&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "282424798", "max_time": "5.55s", "source": "slow_query", "sql_preview": "SELECT ? as create_ymd,t2.register_currency as currency,t2.club_id,count(distinct t1.useridx) as login_persons FROM dh_user_action_logs as t1 left join dh_account_basic as t2 on t2.useridx = t1.userid" }, { "avg_time": "2.04s", "digest": "840365654e7c46a47ef10a14ac5d1c12c2bb861897fdf680cb6caa32c23e9e80", "exec_count": "49", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/slow_query?digest=840365654e7c46a47ef10a14ac5d1c12c2bb861897fdf680cb6caa32c23e9e80&from=1776559500&to=1776561600&show_internal=true&term=", "max_mem": "103465219", "max_time": "5.49s", "source": "slow_query", "sql_preview": "SELECT c.useridx, c.username, c.regpkgid, a.currency, p.parent_useridx AS parent_useridx FROM dh_user_day_report a INNER JOIN dh_account_basic c on c.useridx = a.user_idx and c.site_code=a.site_code L" } ], "topsql": [ { "component": "TiDB", "cpu_ms": "5149920", "cpu_pct": 3.41, "digest": "", "instance": 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"https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/topsql?from=1776559500&to=1776561600&instance=db-tikv-22.db-tikv-peer.tidb10518506906906971664.svc%3A20160", "sql_preview": "select `a` . `site_code` , `a` . `useridx` , sum ( `valid_bet_total` ) `valid_bet_total` from `dh_active_bet_total` `a` inner join `dh_account_ext_inviterinfo` `b` on `a` . `useridx` = `b` . `useridx`" }, { "component": "TiKV", "cpu_ms": "1148143", "cpu_pct": 0.0, "digest": "37705ED2CE09BF229826EF389C43693D0F540017E95FB29F5B5C2B0E6F078A71", "instance": "db-tikv-35.db-tikv-peer.tidb10518506906906971664.svc:20160", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/topsql?from=1776559500&to=1776561600&instance=db-tikv-35.db-tikv-peer.tidb10518506906906971664.svc%3A20160", "sql_preview": "select `site_code` , `useridx` , sum ( `total_real_amount` ) as `amount` , max ( `update_time` ) `pay_time` from `dh_pay_order_success_user_summary` where `create_ymd` >= ? and `create_ymd` <= ? and `" }, { "component": "TiKV", "cpu_ms": "1145884", "cpu_pct": 0.0, "digest": "20BF657C894740B6BA118C377A13C165D4E851FE65D33819C9AEB8BBC7325829", "instance": "db-tikv-35.db-tikv-peer.tidb10518506906906971664.svc:20160", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/topsql?from=1776559500&to=1776561600&instance=db-tikv-35.db-tikv-peer.tidb10518506906906971664.svc%3A20160", "sql_preview": "select `a` . `site_code` , `a` . `useridx` , sum ( `valid_bet_total` ) `valid_bet_total` from `dh_active_bet_total` `a` inner join `dh_account_ext_inviterinfo` `b` on `a` . `useridx` = `b` . `useridx`" }, { "component": "TiKV", "cpu_ms": "1029954", "cpu_pct": 0.0, "digest": "37705ED2CE09BF229826EF389C43693D0F540017E95FB29F5B5C2B0E6F078A71", "instance": "db-tikv-21.db-tikv-peer.tidb10518506906906971664.svc:20160", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/topsql?from=1776559500&to=1776561600&instance=db-tikv-21.db-tikv-peer.tidb10518506906906971664.svc%3A20160", "sql_preview": "select `site_code` , `useridx` , sum ( `total_real_amount` ) as `amount` , max ( `update_time` ) `pay_time` from `dh_pay_order_success_user_summary` where `create_ymd` >= ? and `create_ymd` <= ? and `" }, { "component": "TiKV", "cpu_ms": "1007709", "cpu_pct": 0.0, "digest": "20BF657C894740B6BA118C377A13C165D4E851FE65D33819C9AEB8BBC7325829", "instance": "db-tikv-49.db-tikv-peer.tidb10518506906906971664.svc:20160", "link": "https://clinic.pingcap.com/portal/dashboard/cloud/ngm.html?clusterId=10518506906906971664&provider=aws®ion=us-east-1&orgName=Buffet%27s%20Org&orgId=1372813089209061633&projectId=1372813089454544954&clusterName=prod-us-saas-gosaas-region-tidb-v85-02&deployType=dedicated&version=v8.5.4#/topsql?from=1776559500&to=1776561600&instance=db-tikv-49.db-tikv-peer.tidb10518506906906971664.svc%3A20160", "sql_preview": "select `a` . `site_code` , `a` . `useridx` , sum ( `valid_bet_total` ) `valid_bet_total` from `dh_active_bet_total` `a` inner join `dh_account_ext_inviterinfo` `b` on `a` . `useridx` = `b` . `useridx`" }, { "component": "TiKV", "cpu_ms": "992716", "cpu_pct": 0.0, "digest": "601FA8BA4933C1B022C2B158C65B3C24676F1264578530FF7788162C80C4C727", "instance": "db-tikv-51.db-tikv-peer.tidb10518506906906971664.svc:20160", "link": 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"/Users/huyibin/Documents/dev/investibook/backend/data/eval_audits/evalrun-3e8725979333434fa751c2dfb9a6b21f/evalcase-9d9c80bc09454c489b1f1c9672225292/evidences/metrics.json", "artifacts": [ "metrics" ], "matched": true, "matched_keyword": "TiKV CPU", "matcher": "json_text_contains_any", "snippet": "971664\", \"start\": \"1776559500\", \"end\": \"1776561600\", \"step\": \"60s\"}}, {\"name\": \"TIKV CPU Avg\", \"component\": \"tikv\", \"metric_group_id\": \"tikv_cpu:db\", \"instance\": \"all (", "source": "artifact_json" }, { "artifact_path": "", "artifacts": [ "summary_json" ], "matched": false, "matched_keyword": null, "matcher": "json_text_contains_any", "snippet": null, "source": "artifact_json" } ], "snippet": "971664\", \"start\": \"1776559500\", \"end\": \"1776561600\", \"step\": \"60s\"}}, {\"name\": \"TIKV CPU Avg\", \"component\": \"tikv\", \"metric_group_id\": \"tikv_cpu:db\", \"instance\": \"all (" } ], "max_score": 30, "raw_max_score": 25, "raw_score": 25, "score": 30, "status": "pass" }, "critical_evidence_verdict": "pass", "diagnosis": { "checks": [ { "description": "References TiDB expensive-query or slow-query log evidence for the dominant query path.", "deterministic": { "match": "any_of", "passed": false, "rules": [ { "keywords": [ "slow query log", "expensive query log", "TiDB log", "slow_query", "TiDB 慢日志" ], "matched": false, "matched_keys": [], "matcher": "keyword_any", "path": "", "paths": [], "patterns": [], "source": "output_text" } ] }, "deterministic_pass": false, "earned_score": 3.0, "id": "mention_expensive_query_log_evidence", "max_score": 3, "mode": "blended", "passed": true, "penalty_applied": 0, "required": false, "scoring_mode": "positive", "semantic_check_id": 1, "semantic_confidence": 0.78, "semantic_notes": [ "Answer explicitly uses expensive query context as the investigation starting point and references TopSQL/slow log as evidence sources (even though it notes a slow-query sample/plan was not captured)." ], "semantic_status": "pass" }, { "description": "Identifies an ineffective access path such as large scan or missing index as the main query bottleneck.", "deterministic": { "match": "any_of", "passed": false, "rules": [ { "keywords": [ "IndexFullScan", "full scan", "missing index", "ineffective index", "large scan", "全表扫描", "缺少索引" ], "matched": false, "matched_keys": [], "matcher": "keyword_any", "path": "", "paths": [], "patterns": [], "source": "output_text" } ] }, "deterministic_pass": false, "earned_score": 0.0, "id": "identify_large_scan_or_missing_access_path", "max_score": 3, "mode": "blended", "passed": false, "penalty_applied": 0, "required": true, "scoring_mode": "positive", "semantic_check_id": 2, "semantic_confidence": 0.72, "semantic_notes": [ "Answer starts from expensive query/hotspot signals, but the primary mechanism is framed as a single-digest TiKV CPU/grpc hotspot; it does not clearly conclude that a large scan or ineffective access path is the main mechanism behind the dominant query." ], "semantic_status": "fail" }, { "description": "Does not elevate ANALYZE-related queries into the primary culprit.", "deterministic": { "match": "all_of", "passed": true, "rules": [ { "keywords": [], "matched": true, "matched_keys": [ "analyze_primary_culprit_asserted" ], "matcher": "bool_false", "path": "analyze_primary_culprit_asserted", "paths": [], "patterns": [], "source": "output_fact" } ] }, "deterministic_pass": true, "earned_score": 0.0, "id": "reject_analyze_as_primary_culprit", "max_score": 3, "mode": "deterministic_only", "passed": true, "penalty_applied": 0, "required": false, "scoring_mode": "penalty", "semantic_check_id": null, "semantic_confidence": null, "semantic_notes": [], "semantic_status": null }, { "description": "Recommends fixing the access path first.", "deterministic": { "match": "any_of", "passed": true, "rules": [ { "keywords": [ "add index", "composite index", "access path", "SQL binding", "增加索引", "访问路径" ], "matched": true, "matched_keys": [ "SQL binding", "访问路径" ], "matcher": "keyword_any", "path": "", "paths": [], "patterns": [], "source": "output_text" } ] }, "deterministic_pass": true, "earned_score": 3.0, "id": "recommend_index_or_access_path_fix", "max_score": 3, "mode": "blended", "passed": true, "penalty_applied": 0, "required": false, "scoring_mode": "positive", "semantic_check_id": 4, "semantic_confidence": 0.7, "semantic_notes": [ "Recommendations prioritize adding/adjusting indexes and access-path stabilization (e.g., SQL binding) as primary remediation; statistics refresh is not positioned as the primary fix." ], "semantic_status": "pass" } ], "hard_gate_passed": false, "max_score": 50, "raw_score": 6.0, "score": 33, "semantic_shadow": { "available": true, "bucket": "diagnosis.semantic", "checks": [ { "bucket": "diagnosis.semantic", "check_id": 1, "confidence": 0.78, "disagreement_flags": [], "evidence": { "critical_evidence_ids": [ "expensive_query_log_signal_present" ], "routed_item_ids": [ "ce-1" ] }, "max_score": 3, "mode": "shadow", "notes": [ "Answer explicitly uses expensive query context as the investigation starting point and references TopSQL/slow log as evidence sources (even though it notes a slow-query sample/plan was not captured)." ], "score": 3, "status": "pass" }, { "bucket": "diagnosis.semantic", "check_id": 2, "confidence": 0.72, "disagreement_flags": [], "evidence": { "critical_evidence_ids": [], "routed_item_ids": [ "ce-1" ] }, "max_score": 3, "mode": "shadow", "notes": [ "Answer starts from expensive query/hotspot signals, but the primary mechanism is framed as a single-digest TiKV CPU/grpc hotspot; it does not clearly conclude that a large scan or ineffective access path is the main mechanism behind the dominant query." ], "score": 0, "status": "fail" }, { "bucket": "diagnosis.semantic", "check_id": 4, "confidence": 0.7, "disagreement_flags": [], "evidence": { "critical_evidence_ids": [], "routed_item_ids": [ "ce-2" ] }, "max_score": 3, "mode": "shadow", "notes": [ "Recommendations prioritize adding/adjusting indexes and access-path stabilization (e.g., SQL binding) as primary remediation; statistics refresh is not positioned as the primary fix." ], "score": 3, "status": "pass" } ], "mode": "shadow", "packet_case_id": "expensive-query-spike-during-incident-window", "packet_loaded": true, "packet_notes": [], "packet_status": "ok", "status": "ok", "summary": { "disagreement_flags": [], "shadow_max_score": 9, "shadow_score": 6 } }, "status": "fail" }, "evidence_collection": { "checks": [ { "description": "Required evidence artifacts are present and readable.", "earned_score": 4, "id": "required_artifacts_present", "match": "all_of", "max_score": 4, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "core_evidence_bundle_present" ], "matcher": "subset_observed", "path": "", "paths": [ "core_evidence_bundle_present" ], "source": "artifact_fact", "threshold": null } ], "snippet": "matched collection facts: core_evidence_bundle_present" }, { "description": "At least the minimum number of preferred evidence channels are observed.", "earned_score": 0, "id": "preferred_channels_minimum_observed", "match": "all_of", "max_score": 0, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "logs", "query_or_metric" ], "matcher": "count_gte", "path": "", "paths": [ "logs", "query_or_metric" ], "source": "channel_fact", "threshold": 1.0 } ], "snippet": "matched collection facts: logs, query_or_metric" }, { "description": "Preferred evidence channels are all observed.", "earned_score": 6, "id": "preferred_channels_all_observed", "match": "all_of", "max_score": 6, "passed": true, "required": false, "rules": [ { "matched": true, "matched_keys": [ "logs", "query_or_metric" ], "matcher": "subset_observed", "path": "", "paths": [ "logs", "query_or_metric" ], "source": "channel_fact", "threshold": null } ], "snippet": "matched collection facts: logs, query_or_metric" } ], "max_score": 5, "raw_max_score": 10, "raw_score": 10, "score": 5, "status": "pass" }, "evidence_collection_verdict": "pass", "evidence_routing": { "checks": [ { "description": "Analysis patch is valid JSON whenever the patch exists.", "earned_score": 1, "id": "analysis_patch_valid_json", "match": "any_of", "max_score": 1, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "analysis_patch_present" ], "matcher": "bool_false", "path": "analysis_patch_present", "paths": [], "source": "routing_fact" }, { "matched": false, "matched_keys": [], "matcher": "bool_true", "path": "analysis_patch_valid_json", "paths": [], "source": "routing_fact" } ], "snippet": "matched routing facts: analysis_patch_present" }, { "description": "Analysis patch items are structurally valid whenever the patch exists.", "earned_score": 2, "id": "analysis_items_shape_valid", "match": "any_of", "max_score": 2, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "analysis_patch_present" ], "matcher": "bool_false", "path": "analysis_patch_present", "paths": [], "source": "routing_fact" }, { "matched": false, "matched_keys": [], "matcher": "bool_true", "path": "analysis_items_shape_valid", "paths": [], "source": "routing_fact" } ], "snippet": "matched routing facts: analysis_patch_present" }, { "description": "Analysis patch includes key evidence whenever the patch exists.", "earned_score": 2, "id": "analysis_key_evidence_present", "match": "any_of", "max_score": 2, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "analysis_patch_present" ], "matcher": "bool_false", "path": "analysis_patch_present", "paths": [], "source": "routing_fact" }, { "matched": false, "matched_keys": [], "matcher": "bool_true", "path": "analysis_has_key_evidence", "paths": [], "source": "routing_fact" } ], "snippet": "matched routing facts: analysis_patch_present" }, { "description": "Metric references resolve whenever the patch requires them.", "earned_score": 1, "id": "metric_refs_resolvable", "match": "any_of", "max_score": 1, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "analysis_metric_refs_required" ], "matcher": "bool_false", "path": "analysis_metric_refs_required", "paths": [], "source": "routing_fact" }, { "matched": true, "matched_keys": [ "analysis_metric_refs_resolvable" ], "matcher": "bool_true", "path": "analysis_metric_refs_resolvable", "paths": [], "source": "routing_fact" } ], "snippet": "matched routing facts: analysis_metric_refs_required, analysis_metric_refs_resolvable" }, { "description": "Query references resolve whenever the patch requires them.", "earned_score": 1, "id": "query_refs_resolvable", "match": "any_of", "max_score": 1, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "analysis_query_refs_required" ], "matcher": "bool_false", "path": "analysis_query_refs_required", "paths": [], "source": "routing_fact" }, { "matched": true, "matched_keys": [ "analysis_query_refs_resolvable" ], "matcher": "bool_true", "path": "analysis_query_refs_resolvable", "paths": [], "source": "routing_fact" } ], "snippet": "matched routing facts: analysis_query_refs_required, analysis_query_refs_resolvable" }, { "description": "Analysis patch includes supporting evidence whenever the patch exists.", "earned_score": 0, "id": "supporting_evidence_present", "match": "any_of", "max_score": 0, "passed": true, "required": false, "rules": [ { "matched": true, "matched_keys": [ "analysis_patch_present" ], "matcher": "bool_false", "path": "analysis_patch_present", "paths": [], "source": "routing_fact" }, { "matched": false, "matched_keys": [], "matcher": "bool_true", "path": "analysis_has_supporting_evidence", "paths": [], "source": "routing_fact" } ], "snippet": "matched routing facts: analysis_patch_present" }, { "description": "Routed log or event items stay resolvable against observed channels.", "earned_score": 0, "id": "analysis_log_or_event_channel_resolvable", "match": "all_of", "max_score": 0, "passed": true, "required": false, "rules": [ { "matched": true, "matched_keys": [ "analysis_log_or_event_channel_resolvable" ], "matcher": "bool_true", "path": "analysis_log_or_event_channel_resolvable", "paths": [], "source": "routing_fact" } ], "snippet": "matched routing facts: analysis_log_or_event_channel_resolvable" } ], "max_score": 5, "raw_max_score": 7, "raw_score": 7, "score": 5, "status": "pass" }, "evidence_routing_verdict": "pass", "execution_contract": { "artifact_facts": { "analysis_patch_present": false, "core_evidence_bundle_present": true, "diagnosis_report_present": true, "summary_artifact_present": true, "supplemental_loki_present": false }, "channel_facts": { "events": false, "logs": true, "query_or_metric": true, "ticket_context": false }, "checks": [ { "description": "Required workflow milestones are present.", "id": "required_workflow_present", "match": "all_of", "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "architecture_context_loaded", "misdiagnosis_guardrails_loaded", "diagnosis_run_initialized", "evidence_collection_completed" ], "matcher": "subset_observed", "path": "", "paths": [ "architecture_context_loaded", "misdiagnosis_guardrails_loaded", "diagnosis_run_initialized", "evidence_collection_completed" ], "source": "workflow_check", "threshold": null } ], "snippet": "matched execution contract facts: architecture_context_loaded, misdiagnosis_guardrails_loaded, diagnosis_run_initialized, evidence_collection_completed" }, { "description": "Required evidence artifacts are present.", "id": "required_artifacts_present", "match": "all_of", "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "core_evidence_bundle_present" ], "matcher": "subset_observed", "path": "", "paths": [ "core_evidence_bundle_present" ], "source": "artifact_fact", "threshold": null } ], "snippet": "matched execution contract facts: core_evidence_bundle_present" }, { "description": "At least one preferred evidence channel is observed.", "id": "preferred_channels_minimum_observed", "match": "all_of", "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "logs", "query_or_metric" ], "matcher": "count_gte", "path": "", "paths": [ "logs", "query_or_metric" ], "source": "channel_fact", "threshold": 1.0 } ], "snippet": "matched execution contract facts: logs, query_or_metric" }, { "description": "Preferred evidence channels are all observed.", "id": "preferred_channels_all_observed", "match": "all_of", "passed": true, "required": false, "rules": [ { "matched": true, "matched_keys": [ "logs", "query_or_metric" ], "matcher": "subset_observed", "path": "", "paths": [ "logs", "query_or_metric" ], "source": "channel_fact", "threshold": null } ], "snippet": "matched execution contract facts: logs, query_or_metric" } ], "status": "pass", "workflow_facts": { "architecture_context_loaded": true, "diagnosis_run_initialized": true, "evidence_collection_completed": true, "final_answer_emitted": true, "misdiagnosis_guardrails_loaded": true, "summary_read_completed": true } }, "execution_contract_verdict": "pass", "ground_truth_root_cause": "A read-heavy query path lacked an efficient access path, forcing a large scan and concentrating read pressure on a small set of TiKV nodes", "overall_verdict": "fail", "quality_verdict": "fail", "scoring": { "failing_hard_gate_score_cap": 69, "final_score": 69, "hard_gate_passed": false, "passing_hard_gate_score_floor": 70, "raw_total_score": 83 }, "strategy": "deterministic_trace_heavy_v1", "workflow": { "checks": [ { "description": "Architecture context is loaded.", "earned_score": 5, "id": "architecture_context_loaded", "match": "all_of", "max_score": 5, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "architecture_context_loaded" ], "matcher": "bool_true", "path": "architecture_context_loaded", "paths": [], "source": "workflow_fact", "threshold": null } ], "snippet": "matched workflow facts: architecture_context_loaded" }, { "description": "Misdiagnosis guardrails are loaded.", "earned_score": 5, "id": "misdiagnosis_guardrails_loaded", "match": "all_of", "max_score": 5, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "misdiagnosis_guardrails_loaded" ], "matcher": "bool_true", "path": "misdiagnosis_guardrails_loaded", "paths": [], "source": "workflow_fact", "threshold": null } ], "snippet": "matched workflow facts: misdiagnosis_guardrails_loaded" }, { "description": "Diagnosis run is initialized.", "earned_score": 5, "id": "diagnosis_run_initialized", "match": "all_of", "max_score": 5, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "diagnosis_run_initialized" ], "matcher": "bool_true", "path": "diagnosis_run_initialized", "paths": [], "source": "workflow_fact", "threshold": null } ], "snippet": "matched workflow facts: diagnosis_run_initialized" }, { "description": "Evidence collection completes.", "earned_score": 10, "id": "evidence_collection_completed", "match": "all_of", "max_score": 10, "passed": true, "required": true, "rules": [ { "matched": true, "matched_keys": [ "evidence_collection_completed" ], "matcher": "bool_true", "path": "evidence_collection_completed", "paths": [], "source": "workflow_fact", "threshold": null } ], "snippet": "matched workflow facts: evidence_collection_completed" }, { "description": "Summary artifact is read when available.", "earned_score": 5, "id": "summary_read_completed", "match": "all_of", "max_score": 5, "passed": true, "required": false, "rules": [ { "matched": true, "matched_keys": [ "summary_read_completed" ], "matcher": "bool_true", "path": "summary_read_completed", "paths": [], "source": "workflow_fact", "threshold": null } ], "snippet": "matched workflow facts: summary_read_completed" }, { "description": "Final answer is emitted.", "earned_score": 0, "id": "final_answer_emitted", "match": "all_of", "max_score": 0, "passed": true, "required": false, "rules": [ { "matched": true, "matched_keys": [ "final_answer_emitted" ], "matcher": "bool_true", "path": "final_answer_emitted", "paths": [], "source": "workflow_fact", "threshold": null } ], "snippet": "matched workflow facts: final_answer_emitted" } ], "max_score": 10, "raw_max_score": 25, "raw_score": 25, "score": 10, "status": "pass" }, "workflow_verdict": "pass" }, "passed_checks": 3, "primary_failure_code": "diagnosis_critical_gate_failed", "score": 69, "total_checks": 4 }