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"expr": "sum(rate(process_cpu_seconds_total{instance=\"$instance\"}[$aggregation_interval])) by (instance)", "format": "time_series", "intervalFactor": 2, "legendFormat": "CPU/s", "metric": "prometheus_local_storage_ingested_samples_total", "refId": "B", "step": 1800 } ], "thresholds": [ ], "timeFrom": null, "timeRegions": [ ], "timeShift": null, "title": "CPU per second", "tooltip": { "msResolution": false, "shared": true, "sort": 2, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [ "avg" ] }, "yaxes": [ { "format": "none", "label": null, "logBase": 1, "max": null, "min": "0", "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ], "yaxis": { "align": false, "alignLevel": null } }, { "collapsed": false, "gridPos": { "h": 1, "w": 24, "x": 0, "y": 78 }, "id": 65, "panels": [ ], "repeat": null, "title": "Heapster description", "type": "row" }, { "content": "Two rows bellow can serve as example if you are running **Prometheus** in **Kubernetes** and uses **Heapster** with **InfluxDB**.\n\nThe schema and queries are very hard to generalize so you will have to tweak them but I leave them here for inspiration.", "gridPos": { "h": 3, "w": 24, "x": 0, "y": 79 }, "id": 51, "links": [ ], "mode": "markdown", "title": "Heapster rows", "type": "text" }, { "collapsed": true, "gridPos": { "h": 1, "w": 24, "x": 0, "y": 82 }, "id": 66, "panels": [ { "aliasColors": { }, "bars": false, "dashLength": 10, "dashes": false, "datasource": "$influx_datasource", "decimals": 2, "fill": 1, "gridPos": { "h": 7, "w": 12, "x": 0, "y": 91 }, "id": 28, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": false, "total": false, "values": false }, "lines": true, "linewidth": 1, "links": [ ], "nullPointMode": "connected", "percentage": false, "pointradius": 5, "points": false, "renderer": "flot", "seriesOverrides": [ { "alias": "cpu/limit.mean ", "color": "#C15C17", "fill": 0 } ], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\")/1000 as \"usage_rate.mean\" FROM \"cpu/usage_rate\" WHERE \"type\" = 'pod_container' AND \"container_name\" =~ /prometheus/ AND $timeFilter GROUP BY container_name, time($__interval) fill(null)", "rawQuery": true, "refId": "A", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\")/1000 as \"usage_rate.mean\" FROM \"cpu/usage_rate\" WHERE \"type\" = 'pod_container' AND \"container_name\" =~ /prometheus/ AND $timeFilter GROUP BY container_name, time($__interval) fill(null)", "rawQuery": true, "refId": "B", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\")/1000 as \"CPU LIMIT\" FROM \"cpu/limit\" WHERE \"type\" = 'pod_container' AND \"container_name\" =~ /prometheus/ AND $timeFilter GROUP BY container_name, time($__interval) fill(null)", "rawQuery": true, "refId": "C", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] } ], "thresholds": [ ], "timeFrom": null, "timeShift": null, "title": "CPU usage/s", "tooltip": { "shared": true, "sort": 2, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [ ] }, "yaxes": [ { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ] }, { "aliasColors": { }, "bars": false, "dashLength": 10, "dashes": false, "datasource": "$influx_datasource", "fill": 1, "gridPos": { "h": 7, "w": 12, "x": 12, "y": 91 }, "id": 29, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": false, "total": false, "values": false }, "lines": true, "linewidth": 1, "links": [ ], "nullPointMode": "connected", "percentage": false, "pointradius": 5, "points": false, "renderer": "flot", "seriesOverrides": [ { "alias": "cpu/limit.mean ", "color": "#C15C17", "fill": 0 } ], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"usage_rate.mean\" FROM \"memory/usage\" WHERE \"type\" = 'pod_container' AND \"container_name\" =~ /prometheus/ AND $timeFilter GROUP BY container_name, time($__interval) fill(null)", "rawQuery": true, "refId": "A", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"usage_rate.mean\" FROM \"memory/usage\" WHERE \"type\" = 'pod_container' AND \"container_name\" =~ /prometheus/ AND $timeFilter GROUP BY container_name, time($__interval) fill(null)", "rawQuery": true, "refId": "B", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"CPU LIMIT\" FROM \"memory/limit\" WHERE \"type\" = 'pod_container' AND \"container_name\" =~ /prometheus/ AND $timeFilter GROUP BY container_name, time($__interval) fill(null)", "rawQuery": true, "refId": "C", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] } ], "thresholds": [ ], "timeFrom": null, "timeShift": null, "title": "Memory usage", "tooltip": { "shared": true, "sort": 2, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [ ] }, "yaxes": [ { "format": "decbytes", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ] } ], "repeat": null, "title": "Heapster RAM&CPU", "type": "row" }, { "collapsed": true, "gridPos": { "h": 1, "w": 24, "x": 0, "y": 83 }, "id": 67, "panels": [ { "aliasColors": { }, "bars": false, "dashLength": 10, "dashes": false, "datasource": "$influx_datasource", "fill": 1, "gridPos": { "h": 7, "w": 10, "x": 0, "y": 92 }, "id": 30, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": false, "total": false, "values": false }, "lines": true, "linewidth": 1, "links": [ ], "nullPointMode": "connected", "percentage": false, "pointradius": 5, "points": false, "renderer": "flot", "seriesOverrides": [ { "alias": "/errors/", "color": "#C15C17", "pointradius": 3, "points": true } ], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"rx_rate.mean \" FROM \"network/rx_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "A", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"rx_rate.mean\" FROM \"network/rx_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "B", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\")*-1 as \"tx_rate.mean \" FROM \"network/tx_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "C", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\")*-1 as \"tx_rate.mean\" FROM \"network/tx_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "D", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"rx_errors_rate.mean\" FROM \"network/rx_errors_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter AND \"value\">0 GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "E", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"rx_errors_rate.mean\" FROM \"network/rx_errors_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter AND \"value\">0 GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "F", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"tx_errors_rate.mean\" FROM \"network/rx_errors_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter AND \"value\">0 GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "G", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"tx_errors_rate.mean\" FROM \"network/rx_errors_rate\" WHERE \"labels\" =~ /app:prometheus/ AND $timeFilter AND \"value\">0 GROUP BY labels, time($__interval) fill(null)", "rawQuery": true, "refId": "H", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] } ], "thresholds": [ ], "timeFrom": null, "timeShift": null, "title": "Network rx[IN] / tx[OUT] in bytes/s", "tooltip": { "shared": true, "sort": 2, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [ ] }, "yaxes": [ { "format": "bytes", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ] }, { "aliasColors": { }, "bars": false, "dashLength": 10, "dashes": false, "datasource": "$influx_datasource", "fill": 1, "gridPos": { "h": 7, "w": 10, "x": 10, "y": 92 }, "id": 31, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": false, "total": false, "values": false }, "lines": true, "linewidth": 1, "links": [ ], "nullPointMode": "connected", "percentage": false, "pointradius": 5, "points": false, "renderer": "flot", "seriesOverrides": [ { "alias": "cpu/limit.mean", "color": "#C15C17", "fill": 0 } ], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"DISK_USAGE.mean \" FROM \"filesystem/usage\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "A", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"DISK_USAGE.mean \" FROM \"filesystem/usage\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "B", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"DISK_LIMIT.mean \" FROM \"filesystem/limit\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "C", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"DISK_LIMIT.mean\" FROM \"filesystem/limit\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "D", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] } ], "thresholds": [ ], "timeFrom": null, "timeShift": null, "title": "Disk usage", "tooltip": { "shared": true, "sort": 2, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [ ] }, "yaxes": [ { "format": "decbytes", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ] }, { "aliasColors": { }, "bars": false, "dashLength": 10, "dashes": false, "datasource": "$influx_datasource", "fill": 1, "gridPos": { "h": 7, "w": 4, "x": 20, "y": 92 }, "id": 32, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": false, "total": false, "values": false }, "lines": true, "linewidth": 1, "links": [ ], "nullPointMode": "connected", "percentage": false, "pointradius": 5, "points": false, "renderer": "flot", "seriesOverrides": [ { "alias": "cpu/limit.mean ", "color": "#C15C17", "fill": 0 } ], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"FREE_INODES.mean \" FROM \"filesystem/inodes_free\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "A", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "hide": false, "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"FREE_INODES.mean\" FROM \"filesystem/inodes_free\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "B", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"USED_INODES.mean \" FROM \"filesystem/inodes\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "C", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] }, { "dsType": "influxdb", "groupBy": [ { "params": [ "$__interval" ], "type": "time" }, { "params": [ "null" ], "type": "fill" } ], "orderByTime": "ASC", "policy": "default", "query": "SELECT mean(\"value\") as \"USED_INODES.mean\" FROM \"filesystem/inodes\" WHERE \"labels\" =~ /data-prometheus:true/ AND $timeFilter GROUP BY time($__interval) fill(null)", "rawQuery": true, "refId": "D", "resultFormat": "time_series", "select": [ [ { "params": [ "value" ], "type": "field" }, { "params": [ ], "type": "mean" } ] ], "tags": [ ] } ], "thresholds": [ ], "timeFrom": null, "timeShift": null, "title": "Number of free INODES", "tooltip": { "shared": true, "sort": 2, "value_type": "individual" }, "type": 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