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"placement": "bottom", "showLegend": true }, "tooltip": { "mode": "multi", "sort": "desc" } }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "sum by (channel) (increase({__name__=~\"investibook_acp_token_(input|output|cache_read|cache_write)_total\"}[1h]))", "legendFormat": "{{channel}}", "range": true, "refId": "A" } ], "title": "按 channel — Token usage / 小时", "type": "timeseries" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "fieldConfig": { "defaults": { "color": { "mode": "palette-classic" }, "custom": { "axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "bars", "fillOpacity": 70, "gradientMode": "none", "hideFrom": { "legend": false, "tooltip": false, "viz": false }, "lineInterpolation": "linear", "lineWidth": 1, "pointSize": 5, "scaleDistribution": { "type": "linear" }, "showPoints": "auto", "spanNulls": false, "stacking": { "group": "A", "mode": "normal" }, "thresholdsStyle": { "mode": "off" } }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "short" }, "overrides": [] }, "gridPos": { "h": 9, "w": 24, "x": 0, "y": 71 }, "id": 26, "options": { "legend": { "calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true }, "tooltip": { "mode": "multi", "sort": "desc" } }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "sum by (channel) (increase(investibook_acp_session_interactions_total[1h]))", "legendFormat": "{{channel}}", "range": true, "refId": "A" } ], "title": "按 channel — ACP 交互 / 小时", "type": "timeseries" }, { "collapsed": false, "gridPos": { "h": 1, "w": 24, "x": 0, "y": 80 }, "id": 27, "panels": [], "title": "5) 全渠道诊断反馈", "type": "row" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "fieldConfig": { "defaults": { "color": { "mode": "thresholds" }, "custom": { "align": "auto", "displayMode": "auto", "inspect": false }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "short" }, "overrides": [] }, "gridPos": { "h": 8, "w": 12, "x": 0, "y": 81 }, "id": 28, "options": { "cellHeight": "sm", "footer": { "fields": "", "reducer": ["sum"], "show": false }, "showHeader": true, "sortBy": [ { "desc": true, "displayName": "marks" } ] }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "topk(500, sum by (user_email) (increase(investibook_feedback_marks_total{user_email!=\"unknown\"}[7d])))", "format": "table", "instant": true, "refId": "A" } ], "title": "有反馈的用户（7d 次数）", "transformations": [ { "id": "organize", "options": { "excludeByName": { "Time": true }, "renameByName": { "Value": "marks", "user_email": "user" } } } ], "type": "table" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "fieldConfig": { "defaults": { "color": { "mode": "palette-classic" }, "custom": { "axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "bars", "fillOpacity": 70, "gradientMode": "none", "hideFrom": { "legend": false, "tooltip": false, "viz": false }, "lineInterpolation": "linear", "lineWidth": 1, "pointSize": 5, "scaleDistribution": { "type": "linear" }, "showPoints": "auto", "spanNulls": false, "stacking": { "group": "A", "mode": "normal" }, "thresholdsStyle": { "mode": "off" } }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "short" }, "overrides": [] }, "gridPos": { "h": 8, "w": 12, "x": 12, "y": 81 }, "id": 29, "options": { "legend": { "calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true }, "tooltip": { "mode": "multi", "sort": "desc" } }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "sum(increase(investibook_feedback_marks_total{rating=\"success\"}[1h]))", "legendFormat": "resolved", "range": true, "refId": "A" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "sum(increase(investibook_feedback_marks_total{rating=\"failure\"}[1h]))", "legendFormat": "not resolved", "range": true, "refId": "B" } ], "title": "Resolved vs Not resolved — 每小时", "type": "timeseries" }, { "collapsed": false, "gridPos": { "h": 1, "w": 24, "x": 0, "y": 90 }, "id": 50, "panels": [], "title": "6) 交互成功率与延时（按小时 [1h]）", "type": "row" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "description": "completed / 全部 ACP 交互，按小时 increase 聚合。", "fieldConfig": { "defaults": { "color": { "mode": "palette-classic" }, "custom": { "axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "line", "fillOpacity": 10, "gradientMode": "none", "hideFrom": { "legend": false, "tooltip": false, "viz": false }, "lineInterpolation": "linear", "lineWidth": 1, "pointSize": 5, "scaleDistribution": { "type": "linear" }, "showPoints": "auto", "spanNulls": false, "stacking": { "group": "A", "mode": "none" }, "thresholdsStyle": { "mode": "off" } }, "mappings": [], "max": 100, "min": 0, "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "percent" }, "overrides": [] }, "gridPos": { "h": 8, "w": 12, "x": 0, "y": 91 }, "id": 51, "options": { "legend": { "calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true }, "tooltip": { "mode": "single", "sort": "none" } }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "100 * sum(increase(investibook_acp_session_interactions_total{finish_reason=\"completed\"}[1h])) / sum(increase(investibook_acp_session_interactions_total[1h]))", "legendFormat": "成功率 %", "range": true, "refId": "A" } ], "title": "ACP 交互完成成功率（每小时）", "type": "timeseries" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "description": "整轮交互 wall time（秒）：P95 与平均。", "fieldConfig": { "defaults": { "color": { "mode": "palette-classic" }, "custom": { "axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "line", "fillOpacity": 10, "gradientMode": "none", "hideFrom": { "legend": false, "tooltip": false, "viz": false }, "lineInterpolation": "linear", "lineWidth": 1, "pointSize": 5, "scaleDistribution": { "type": "linear" }, "showPoints": "auto", "spanNulls": false, "stacking": { "group": "A", "mode": "none" }, "thresholdsStyle": { "mode": "off" } }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "s" }, "overrides": [] }, "gridPos": { "h": 8, "w": 12, "x": 12, "y": 91 }, "id": 52, "options": { "legend": { "calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true }, "tooltip": { "mode": "multi", "sort": "desc" } }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "histogram_quantile(0.95, sum(increase(investibook_acp_session_interaction_duration_seconds_bucket[1h])) by (le))", "legendFormat": "P95 整轮", "range": true, "refId": "A" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "sum(increase(investibook_acp_session_interaction_duration_seconds_sum[1h])) / sum(increase(investibook_acp_session_interaction_duration_seconds_count[1h]))", "legendFormat": "平均 整轮", "range": true, "refId": "B" } ], "title": "整轮交互延时 P95 / 平均（每小时）", "type": "timeseries" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "description": "首个 text/tool/thought/image 前延迟（秒）；需部署含 investibook_acp_interaction_first_event_latency_seconds 的版本。", "fieldConfig": { "defaults": { "color": { "mode": "palette-classic" }, "custom": { "axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "line", "fillOpacity": 10, "gradientMode": "none", "hideFrom": { "legend": false, "tooltip": false, "viz": false }, "lineInterpolation": "linear", "lineWidth": 1, "pointSize": 5, "scaleDistribution": { "type": "linear" }, "showPoints": "auto", "spanNulls": false, "stacking": { "group": "A", "mode": "none" }, "thresholdsStyle": { "mode": "off" } }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "s" }, "overrides": [] }, "gridPos": { "h": 8, "w": 24, "x": 0, "y": 99 }, "id": 53, "options": { "legend": { "calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true }, "tooltip": { "mode": "multi", "sort": "desc" } }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "histogram_quantile(0.95, sum(increase(investibook_acp_interaction_first_event_latency_seconds_bucket[1h])) by (le))", "legendFormat": "P95 首包", "range": true, "refId": "A" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "sum(increase(investibook_acp_interaction_first_event_latency_seconds_sum[1h])) / sum(increase(investibook_acp_interaction_first_event_latency_seconds_count[1h]))", "legendFormat": "平均 首包", "range": true, "refId": "B" } ], "title": "首包延时（首个 token 类事件）P95 / 平均（每小时）", "type": "timeseries" }, { "collapsed": false, "gridPos": { "h": 1, "w": 24, "x": 0, "y": 107 }, "id": 54, "panels": [], "title": "7) 自定义技能上传（/api/.../skills/upload）", "type": "row" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "description": "按 investibook_skill_api_operations_total{operation=upload} 聚合：所选时间窗内，各用户、各技能名出现过的上传**次数**（与右上角时间范围一致，使用 increase[$__range]）。\n\n限制：Prometheus 计数器无法还原「每一次」上传的精确时间戳；需要小时级时间分布时请看本行右侧的按小时图，或查应用/审计/工作区文件。", "fieldConfig": { "defaults": { "color": { "mode": "thresholds" }, "custom": { "align": "auto", "displayMode": "auto", "inspect": false }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "short" }, "overrides": [] }, "gridPos": { "h": 9, "w": 15, "x": 0, "y": 108 }, "id": 55, "options": { "cellHeight": "sm", "footer": { "fields": "", "reducer": ["sum"], "show": false }, "showHeader": true, "sortBy": [ { "desc": true, "displayName": "uploads" } ] }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "topk(500, sum by (user_email, skill_name) (increase(investibook_skill_api_operations_total{operation=\"upload\",user_email!=\"unknown\"}[$__range])))", "format": "table", "instant": true, "refId": "A" } ], "title": "自定义技能上传：谁 + 什么技能 + 次数（所选时间窗）", "transformations": [ { "id": "organize", "options": { "excludeByName": { "Time": true }, "renameByName": { "Value": "uploads", "skill_name": "skill", "user_email": "user" } } } ], "type": "table" }, { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "description": "同一指标按 [1h] 切片：便于看出上传发生在哪些时段（与左侧表格的「次数」合读）。", "fieldConfig": { "defaults": { "color": { "mode": "palette-classic" }, "custom": { "axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "bars", "fillOpacity": 70, "gradientMode": "none", "hideFrom": { "legend": false, "tooltip": false, "viz": false }, "lineInterpolation": "linear", "lineWidth": 1, "pointSize": 5, "scaleDistribution": { "type": "linear" }, "showPoints": "auto", "spanNulls": false, "stacking": { "group": "A", "mode": "normal" }, "thresholdsStyle": { "mode": "off" } }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null } ] }, "unit": "short" }, "overrides": [] }, "gridPos": { "h": 9, "w": 9, "x": 15, "y": 108 }, "id": 56, "options": { "legend": { "calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true }, "tooltip": { "mode": "multi", "sort": "desc" } }, "pluginVersion": "9.2.4", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, "expr": "sum by (user_email, skill_name) (increase(investibook_skill_api_operations_total{operation=\"upload\",user_email!=\"unknown\"}[1h]))", "legendFormat": "{{user_email}} / {{skill_name}}", "range": true, "refId": "A" } ], "title": "上传次数 — 按小时（user + skill）", "type": "timeseries" } ], "refresh": "1m", "schemaVersion": 37, "style": "dark", "tags": ["investibook", "prometheus", "ops"], "templating": { "list": [ { "current": { "selected": false, "text": "DevOps-prometheus", "value": "DevOps-prometheus" }, "hide": 0, "includeAll": false, "label": "Prometheus", "multi": false, "name": "datasource", "options": [], "query": "prometheus", "refresh": 1, "regex": "", "skipUrlSync": false, "type": "datasource" } ] }, "time": { "from": "now-7d", "to": "now" }, "timepicker": {}, "timezone": "browser", "title": "Investibook — 运营看板", "uid": "investibook-ops", "version": 15, "weekStart": "" }