From e9ee2122df2c43bd4597015fae5ccfc75ec97aac Mon Sep 17 00:00:00 2001
From: Artem Navoiev <tenmozes@gmail.com>
Date: Wed, 14 Apr 2021 11:17:52 +0300
Subject: [PATCH] [draft] per tenant statistic (#121)

* [draft] per tenant statistic

* updates metric name
update graph
adds link and example config

* quick fix

* adds grafana dashboard
adds example alert

Co-authored-by: f41gh7 <nik@victoriametrics.com>
---
 dashboards/clusterbytenant.json | 675 ++++++++++++++++++++++++++++++++
 docs/PerTenantStatistic.md      |  68 ++++
 docs/per-tenant-stats.jpg       | Bin 0 -> 83760 bytes
 3 files changed, 743 insertions(+)
 create mode 100644 dashboards/clusterbytenant.json
 create mode 100644 docs/PerTenantStatistic.md
 create mode 100644 docs/per-tenant-stats.jpg

diff --git a/dashboards/clusterbytenant.json b/dashboards/clusterbytenant.json
new file mode 100644
index 0000000000..4d1031a307
--- /dev/null
+++ b/dashboards/clusterbytenant.json
@@ -0,0 +1,675 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": "-- Grafana --",
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "description": "Overview for enterprise cluster VictoriaMetrics v1.56.0 or higher",
+  "editable": true,
+  "gnetId": null,
+  "graphTooltip": 0,
+  "id": 13,
+  "iteration": 1617980754279,
+  "links": [],
+  "panels": [
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "$ds",
+      "description": "How many datapoints are inserted into storage per second by accountID and projectID",
+      "fieldConfig": {
+        "defaults": {
+          "custom": {},
+          "links": []
+        },
+        "overrides": []
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 0
+      },
+      "hiddenSeries": false,
+      "id": 2,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": false,
+        "min": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 1,
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "7.3.4",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": true,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "sum(increase(vm_tenant_inserted_rows_total{job=~\"$job\", instance=~\"$instance\",accountID=~\"$accountID\", projectID=~\"$projectID\"}[1m])/60) by (accountID,projectID) ",
+          "interval": "",
+          "legendFormat": "inserted rows: {{accountID}}:{{projectID}}",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Datapoints ingestion rate ($instance)",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "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": "0",
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": "0",
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "$ds",
+      "description": "Request rate accepted by vmselect nodes per tenant",
+      "fieldConfig": {
+        "defaults": {
+          "custom": {},
+          "links": []
+        },
+        "overrides": []
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 0
+      },
+      "hiddenSeries": false,
+      "id": 4,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": false,
+        "min": false,
+        "show": true,
+        "sort": "current",
+        "sortDesc": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null as zero",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "7.3.4",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "sum(rate(vm_tenant_select_requests_total{job=~\"$job\", instance=~\"$instance.*\",accountID=~\"$accountID\", projectID=~\"$projectID\"}[5m])) by (accountID,projectID) ",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "tenant: {{accountID}}{{projectID}}",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Query rate ($instance)",
+      "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": "0",
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": "0",
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "$ds",
+      "description": "Shows the number of active time series with new data points inserted during the last hour. High value may result in ingestion slowdown. \n\nSee following link for details:",
+      "fieldConfig": {
+        "defaults": {
+          "custom": {},
+          "links": []
+        },
+        "overrides": []
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 8
+      },
+      "hiddenSeries": false,
+      "id": 6,
+      "legend": {
+        "avg": false,
+        "current": false,
+        "max": false,
+        "min": false,
+        "show": true,
+        "total": false,
+        "values": false
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [
+        {
+          "targetBlank": true,
+          "title": "troubleshooting",
+          "url": "https://github.com/VictoriaMetrics/VictoriaMetrics/blob/master/README.md#troubleshooting"
+        }
+      ],
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "7.3.4",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "sum(vm_tenant_active_timeseries{job=~\"$job\", instance=~\"$instance.*\",accountID=~\"$accountID\",projectID=~\"$projectID\"}) by(accountID,projectID)",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "Active time series tenant: {{accountID}}:{{projectID}}",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Active time series ($instance)",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "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": "0",
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": "0",
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "$ds",
+      "description": "Shows how many of new time-series are created every second.  High churn rate tightly connected with database performance and may result in unexpected OOM's or slow queries. It is recommended to always keep an eye on this metric to avoid unexpected cardinality \"explosions\".\n\nGood references to read:\n* https://www.robustperception.io/cardinality-is-key\n* https://www.robustperception.io/using-tsdb-analyze-to-investigate-churn-and-cardinality",
+      "fieldConfig": {
+        "defaults": {
+          "custom": {},
+          "links": []
+        },
+        "overrides": []
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 8
+      },
+      "hiddenSeries": false,
+      "id": 8,
+      "legend": {
+        "avg": false,
+        "current": false,
+        "max": false,
+        "min": false,
+        "show": true,
+        "total": false,
+        "values": false
+      },
+      "lines": true,
+      "linewidth": 1,
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "7.3.4",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "sum(increase(vm_tenant_timeseries_created_total{job=~\"$job\", instance=~\"$instance\",accountID=~\"$accountID\", projectID=~\"$projectID\"}[1m])/60) by(accountID,projectID)",
+          "interval": "",
+          "legendFormat": "churn rate tenant: {{accountID}}:{{projectID}}",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Churn rate ($instance)",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "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": "0",
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "$ds",
+      "description": "Shows amount of on-disk space occupied by data points.",
+      "fieldConfig": {
+        "defaults": {
+          "custom": {},
+          "links": []
+        },
+        "overrides": []
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 16
+      },
+      "hiddenSeries": false,
+      "id": 10,
+      "legend": {
+        "avg": false,
+        "current": false,
+        "max": false,
+        "min": false,
+        "show": true,
+        "total": false,
+        "values": false
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "7.3.4",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": true,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "sum(vm_tenant_used_tenant_bytes{job=\"$job_storage\", instance=~\"$instance\",accountID=~\"$accountID\",projectID=~\"$projectID\"}) by(accountID,projectID)",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "{{accountID}}:{{projectID}}",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Disk space usage (datapoints) ($instance)",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "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": "0",
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": "0",
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    }
+  ],
+  "schemaVersion": 26,
+  "style": "dark",
+  "tags": [
+    "VictoriaMetrics",
+    "monitoring"
+  ],
+  "templating": {
+    "list": [
+      {
+        "current": {
+          "selected": false,
+          "text": "gw",
+          "value": "gw"
+        },
+        "error": null,
+        "hide": 0,
+        "includeAll": false,
+        "label": null,
+        "multi": false,
+        "name": "ds",
+        "options": [],
+        "query": "prometheus",
+        "queryValue": "",
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "type": "datasource"
+      },
+      {
+        "allValue": ".*",
+        "current": {
+          "selected": false,
+          "text": "All",
+          "value": "$__all"
+        },
+        "datasource": "$ds",
+        "definition": "label_values(vm_app_version{version=~\"^vm(insert|select|storage).*\"}, job)",
+        "error": null,
+        "hide": 0,
+        "includeAll": true,
+        "label": null,
+        "multi": true,
+        "name": "job",
+        "options": [],
+        "query": "label_values(vm_app_version{version=~\"^vm(insert|select|storage).*\"}, job)",
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "sort": 0,
+        "tagValuesQuery": "",
+        "tags": [],
+        "tagsQuery": "",
+        "type": "query",
+        "useTags": false
+      },
+      {
+        "allValue": ".*",
+        "current": {
+          "selected": false,
+          "text": "All",
+          "value": "$__all"
+        },
+        "datasource": "$ds",
+        "definition": "label_values(vm_app_version{job=~\"$job\"}, instance)",
+        "error": null,
+        "hide": 0,
+        "includeAll": true,
+        "label": null,
+        "multi": false,
+        "name": "instance",
+        "options": [],
+        "query": "label_values(vm_app_version{job=~\"$job\"}, instance)",
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "sort": 0,
+        "tagValuesQuery": "",
+        "tags": [],
+        "tagsQuery": "",
+        "type": "query",
+        "useTags": false
+      },
+      {
+        "allValue": ".*",
+        "current": {
+          "selected": false,
+          "text": "All",
+          "value": "$__all"
+        },
+        "datasource": "$ds",
+        "definition": "label_values(vm_tenant_active_timeseries{job=~\"$job\"},accountID)",
+        "error": null,
+        "hide": 0,
+        "includeAll": true,
+        "label": null,
+        "multi": false,
+        "name": "accountID",
+        "options": [],
+        "query": "label_values(vm_tenant_active_timeseries{job=~\"$job\"},accountID)",
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "sort": 0,
+        "tagValuesQuery": "",
+        "tags": [],
+        "tagsQuery": "",
+        "type": "query",
+        "useTags": false
+      },
+      {
+        "allValue": ".*",
+        "current": {
+          "selected": false,
+          "text": "All",
+          "value": "$__all"
+        },
+        "datasource": "$ds",
+        "definition": "label_values(vm_tenant_active_timeseries{accountID=~\"$accountID\"},projectID)",
+        "error": null,
+        "hide": 0,
+        "includeAll": true,
+        "label": null,
+        "multi": false,
+        "name": "projectID",
+        "options": [],
+        "query": "label_values(vm_tenant_active_timeseries{accountID=~\"$accountID\"},projectID)",
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "sort": 0,
+        "tagValuesQuery": "",
+        "tags": [],
+        "tagsQuery": "",
+        "type": "query",
+        "useTags": false
+      }
+    ]
+  },
+  "time": {
+    "from": "now-1h",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "",
+  "title": "VictoriaMetrics cluster per tenant Copy",
+  "uid": "IZFqd3lMz",
+  "version": 1
+}
\ No newline at end of file
diff --git a/docs/PerTenantStatistic.md b/docs/PerTenantStatistic.md
new file mode 100644
index 0000000000..037d45524b
--- /dev/null
+++ b/docs/PerTenantStatistic.md
@@ -0,0 +1,68 @@
+## Victoria Metrics Cluster Per Tenant Statistic
+
+<img alt="cluster-per-tenant-stat" src="per-tenant-stats.jpg">
+
+Enterprise version of Victoria Metrics Cluster exposes usage statistic for each tenant.
+
+The next statistic is exposed:
+
+- `vminsert`
+
+    * `vm_tenant_inserted_rows_total` -  the ingestion rate by tenant
+- `vmselect`
+
+    * `vm_tenant_select_requests_duration_ms_total` -  query latency by tenant. It can be usefull for identifing tenant with the most heaviest queries
+    * `vm_tenant_select_requests_total` - total requests. You can calculate request rate (qps) by using this metric
+
+- `vmstorage`
+    * `vm_tenant_active_timeseries`  - the number of active timeseries
+    * `vm_tenant_used_tenant_bytes` - the disk spaces is consumed by metrics for particular tenant
+    * `vm_tenant_timeseries_created_total` - the total number for timeseries by tenant
+
+
+The information should be scrapped by the agent (`vmagent`, `victoriametrics`, prometheus, etc) and stored in TSDB. This can be the same cluster but a different tenant, but we encourage to use one more instance of TSDB (more lightweight, eg. VM single) for monitoring of monitoring.
+
+the config example for statistic scrapping
+
+```yaml
+scrape_configs:
+  - job_name: cluster
+    scrape_interval: 10s
+    static_configs:
+    - targets: ['vmselect:8481','vmstorage:8482','vminsert:8480']
+```
+
+### Visualization
+
+Visualisation of statistic can be done in grafana using this dashboard [link](https://github.com/VictoriaMetrics/VictoriaMetrics/tree/cluster/dashboards/clusterbytenant.json)
+
+
+### Integration with vmgateway:
+
+Per Tenant Statistic is the source data for `vmgateway` rate limiter. More information can be found [here](https://victoriametrics.github.io/vmgateway.html)
+
+### Integration with vmalert:
+
+You can generate alerts based on each tenant resource usage and notify the system/people about reaching the limits.
+
+here is an example of alert by high churn rate by the tenant
+
+```yaml
+
+- alert: TooHighChurnRate
+  expr: |
+    (
+    sum(rate(vm_tenant_timeseries_created_total[5m])) by(accountID,projectID)
+    /
+    sum(rate(vm_tenant_inserted_rows_total[5m])) by(accountID,projectID)
+    ) > 0.1
+  for: 15m
+  labels:
+    severity: warning
+  annotations:
+    summary: "Churn rate is more than 10% for the last 15m"
+    description: "VM constantly creates new time series at tenant: {{ $labels.accountID }}:{{ $labels.projectID }}.\n
+            This effect is known as Churn Rate.\n
+            High Churn Rate tightly connected with database performance and may
+            result in unexpected OOM's or slow queries."
+```
diff --git a/docs/per-tenant-stats.jpg b/docs/per-tenant-stats.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..384ff2fb2ae79d6306bd17d69ddb9dbf8062c416
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