{ "date": "2026-07-04", "timezone": "Asia/Shanghai", "window_start": "2026-07-04T00:00:00+08:00", "window_end": "2026-07-05T00:00:00+08:00", "granularity": "daily", "data_status": "complete", "source": { "kind": "grafana_prometheus_and_prod_sqlite", "grafana_datasource": "DevOps-prometheus", "grafana_datasource_id": 80, "prometheus_labels": { "cluster": "prod-devops", "namespace": "investibook", "job": "backend", "prometheus": "monitoring/o11y-vmagent" }, "prod_backend_sqlite": "/data/db/investibook.db", "notes": [ "Cost comes from prod SQLite interaction_token_usage with runtime-aware accounting: OpenCode ses_* rows use cumulative session deltas; PI UUID and image-parse rows use per-row increments.", "workspace_count in summary is cost-derived distinct positive-cost workspaces.", "Prometheus is used for ACP interaction counts only; investigatory PI sessions made investibook_acp_session_cost unsuitable as the cost source for mixed-runtime weekly reporting.", "message categories are rule-based user-message classifications.", "scenario labels are added to split daily workspace_changes rows." ] }, "summary": { "total_cost": 6.038, "total_acp_interactions": 4, "active_users": 5, "workspace_count": 5, "created_workspace_count": 2, "new_workspace_count": 4, "updated_existing_workspace_count": 4, "changed_workspace_count": 8, "message_count": 17, "user_message_count": 8, "assistant_message_count": 9, "unknown_user_count": 0, "unknown_cost": 0.0 }, "teams": [ { "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality", "team": "Efficiency & Quality", "cost": 2.2659, "acp_interactions": 1, "workspace_count": 1, "active_users": 1, "message_count": 6, "user_message_count": 2, "cost_per_ws": 2.2659, "cost_per_acp": 2.2659, "acp_per_ws": 1.0, "message_per_ws": 6.0, "message_per_acp": 6.0, "correction_message_ratio": null }, { "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service", "team": "TiDB Scalability 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"cost_per_acp": 0.3615, "acp_per_ws": 1.0, "message_per_ws": 2.0, "message_per_acp": 2.0, "correction_message_ratio": null }, { "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support", "team": "Intelligent Support", "cost": 0.1226, "acp_interactions": 1, "workspace_count": 1, "active_users": 1, "message_count": 0, "user_message_count": 0, "cost_per_ws": 0.1226, "cost_per_acp": 0.1226, "acp_per_ws": 1.0, "message_per_ws": 0.0, "message_per_acp": 0.0, "correction_message_ratio": null } ], "users": [ { "user_email": "shaoxiqian@pingcap.com", "name": "邵希茜", "en_name": "Anita Shao", "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality", "team": "Efficiency & Quality", "mapping_source": "investibook-usage-team-overrides.csv", "cost": 2.2659, "acp_interactions": 1, "workspace_count": 1, "message_count": 3, "user_message_count": 1, "channel_breakdown": { "lark": 1 }, "frequency_bucket": "低频", "depth_bucket": "低轮次", "behavior_mode": 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"user_message_count": 1 }, { "workspace_id": "ws-1783135086403-6f36315e8", "title": "26/07/03 WeTech rg_analyze 资源组 RC 超限", "workspace_lifecycle": "new", "user_email": "yuhao.zhang@pingcap.com", "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service", "scenario_group": "diagnosis", "scenario_category": "gc_or_allocator_pressure", "cost": 0.1344, "message_count": 10, "user_message_count": 5 }, { "workspace_id": "ws-1782941611520-1a406ab15", "title": "", "workspace_lifecycle": "updated_existing", "user_email": "wai.ho@pingcap.com", "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support", "scenario_group": "unknown", "scenario_category": null, "cost": 0.1226, "message_count": 0, "user_message_count": 0 }, { "workspace_id": "ws-1782351660225-bb37d6c53", "title": "UE Cassandra Report 10658480506726873193", "workspace_lifecycle": "updated_existing", "user_email": "zhi.xie@pingcap.com", "team_path": "APAC Business Group / 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"TiDB Scalability Service", "category": "解释追问", "count": 2 }, { "team": "TiDB Scalability Service", "category": "诊断启动", "count": 2 }, { "team": "Professional Services", "category": "诊断启动", "count": 2 }, { "team": "Observability & Diagnostics Service", "category": "产出物迭代", "count": 1 } ], "user_behavior_quadrant": [ { "user_email": "lingtao.li@pingcap.com", "x": 1, "y": 1.0, "cost": 0.3615, "mode": "低频低轮次" }, { "user_email": "shaoxiqian@pingcap.com", "x": 1, "y": 1.0, "cost": 2.2659, "mode": "低频低轮次" }, { "user_email": "wai.ho@pingcap.com", "x": 1, "y": 1.0, "cost": 0.1226, "mode": "低频低轮次" }, { "user_email": "yuhao.zhang@pingcap.com", "x": 1, "y": 0.0, "cost": 1.9688, "mode": "低频低轮次" }, { "user_email": "zhi.xie@pingcap.com", "x": 1, "y": 1.0, "cost": 1.3192, "mode": "低频低轮次" } ] }, "workspace_changes_ref": "workspace_changes.json" }