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new 7e8275b7b4 [KYUUBI #5834] Add Grafana dashboard template
7e8275b7b4 is described below
commit 7e8275b7b42cd49078f400461838165e4779690c
Author: hezhao2 <[email protected]>
AuthorDate: Tue Dec 24 10:30:50 2024 +0800
[KYUUBI #5834] Add Grafana dashboard template
### _Why are the changes needed?_
This PR adds a basic Grafana Dashboard template, also updates the metrics
docs to guide users to use Prometheus and Grafana to monitor the Kyuubi server.
The Grafana Dashboard template is exported from the Grafana OSS v11.4.0
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including
negative and positive cases if possible
- [x] Add screenshots for manual tests if appropriate
<img width="1484" alt="image"
src="https://github.com/user-attachments/assets/417b35fa-cd12-4e51-b73f-2955282aa187";
/>
- [ ] [Run
test](https://kyuubi.readthedocs.io/en/master/contributing/code/testing.html#running-tests)
locally before make a pull request
Closes #5147 from zhaohehuhu/Improvement-0809.
Closes #5834
f6fc2d71e [Cheng Pan] fix style
465f0546a [Cheng Pan] update dashboard
3fa2d237e [hezhao2] add status chart
4b2bd3dbc [hezhao2] add status chart
185f2cccf [hezhao2] make it compatible with kyuubi 1.8
457085be5 [hezhao2] add REAMDE.md to guide users
45e3ba3e5 [hezhao2] add docker file build a grafana image and load
dashboards available
dbc22108b [hezhao2] Add Grafana dashboard template
Lead-authored-by: hezhao2 <[email protected]>
Co-authored-by: Cheng Pan <[email protected]>
Signed-off-by: Cheng Pan <[email protected]>
---
docker/playground/.env | 4 +-
docs/monitor/metrics.md | 58 +
grafana/REAMDE.md | 31 +
grafana/dashboard-template.json | 2258 +++++++++++++++++++++++++++++++++++++++
4 files changed, 2349 insertions(+), 2 deletions(-)
diff --git a/docker/playground/.env b/docker/playground/.env
index 5f53f63032..89f1ac5bfa 100644
--- a/docker/playground/.env
+++ b/docker/playground/.env
@@ -28,5 +28,5 @@ SPARK_VERSION=3.4.3
SPARK_BINARY_VERSION=3.4
SPARK_HADOOP_VERSION=3.3.4
ZOOKEEPER_VERSION=3.6.3
-PROMETHEUS_VERSION=2.45.2
-GRAFANA_VERSION=10.0.10
+PROMETHEUS_VERSION=2.53.3
+GRAFANA_VERSION=11.4.0
diff --git a/docs/monitor/metrics.md b/docs/monitor/metrics.md
index 8043fa0810..d1d8b55113 100644
--- a/docs/monitor/metrics.md
+++ b/docs/monitor/metrics.md
@@ -101,3 +101,61 @@ Since v1.5.0, you can use the following metrics to replace:
- `kyuubi.operation.total.ExecuteStatement`
- `kyuubi.operation.opened.ExecuteStatement`
- `kyuubi.operation.failed.ExecuteStatement.${errorType}`
+
+## Grafana and Prometheus
+
+[Grafana](https://grafana.com/) is a popular open and composable observability
platform. Kyuubi provides
+a Grafana Dashboard template at
`<KYUUBI_HOME>/grafana/dashboard-template.json` to help users to monitor
+the Kyuubi server.
+
+To use the provided Grafana Dashboard, [Prometheus](https://prometheus.io/)
must be used to collect Kyuubi
+server's metrics.
+
+By default, Kyuubi server exposes Prometheus metrics at
`http://<host>:10019/metrics`, you can also modify
+the relative configurations in `kyuubi-defaults.conf`.
+
+```
+kyuubi.metrics.enabled true
+kyuubi.metrics.reporters PROMETHEUS
+kyuubi.metrics.prometheus.port 10019
+kyuubi.metrics.prometheus.path /metrics
+```
+
+To verify Prometheus metrics endpoint, run `curl http://<host>:10019/metrics`,
and the output should look like
+
+```
+# HELP kyuubi_buffer_pool_mapped_count Generated from Dropwizard metric import
(metric=kyuubi.buffer_pool.mapped.count,
type=com.codahale.metrics.jvm.JmxAttributeGauge)
+# TYPE kyuubi_buffer_pool_mapped_count gauge
+kyuubi_buffer_pool_mapped_count 0.0
+# HELP kyuubi_memory_usage_pools_PS_Eden_Space_max Generated from Dropwizard
metric import (metric=kyuubi.memory_usage.pools.PS-Eden-Space.max,
type=com.codahale.metrics.jvm.MemoryUsageGaugeSet$$Lambda$231/207471778)
+# TYPE kyuubi_memory_usage_pools_PS_Eden_Space_max gauge
+kyuubi_memory_usage_pools_PS_Eden_Space_max 2.064646144E9
+# HELP kyuubi_gc_PS_MarkSweep_time Generated from Dropwizard metric import
(metric=kyuubi.gc.PS-MarkSweep.time,
type=com.codahale.metrics.jvm.GarbageCollectorMetricSet$$Lambda$218/811207775)
+# TYPE kyuubi_gc_PS_MarkSweep_time gauge
+kyuubi_gc_PS_MarkSweep_time 831.0
+...
+```
+
+Set Prometheus's scraper to target the Kyuubi server cluster endpoints, for
example,
+
+```
+cat > /etc/prometheus/prometheus.yml <<EOF
+global:
+scrape_interval: 10s
+scrape_configs:
+ - job_name: "kyuubi-server"
+ scheme: "http"
+ metrics_path: "/metrics"
+ static_configs:
+ - targets:
+ - "kyuubi-server-1:10019"
+ - "kyuubi-server-2:10019"
+EOF
+```
+
+Grafana has built-in support for Prometheus, add the Prometheus data source,
and then import the
+`<KYUUBI_HOME>/grafana/dashboard-template.json` into Grafana and customize.
+
+If you have good ideas to improve the dashboard, please don't hesitate to
reach out to us by opening
+GitHub
[Issues](https://github.com/apache/kyuubi/issues)/[PRs](https://github.com/apache/kyuubi/pulls)
+or sending an email to `[email protected]`.
diff --git a/grafana/REAMDE.md b/grafana/REAMDE.md
new file mode 100644
index 0000000000..f73ba2fb5a
--- /dev/null
+++ b/grafana/REAMDE.md
@@ -0,0 +1,31 @@
+# Kyuubi Grafana Dashboard
+
+[Grafana](https://grafana.com/) is a popular open and composable observability
platform. Kyuubi provides
+a Grafana Dashboard template `dashboard-template.json` to help users to
monitor the Kyuubi server.
+
+## For Users
+
+By default, Kyuubi server enables metrics system and exposes Prometheus
endpoints at `http://<host>:10019/metrics`,
+to use the Kyuubi Grafana Dashboard, you are supposed to have an available
Prometheus and Grafana service, then
+configure Prometheus to scrape Kyuubi metrics, add the Prometheus data source
into Grafana, and then import the
+`dashboard-template.json` into Grafana and customize. For more details, please
read the
+[Kyuubi
Docs](https://kyuubi.readthedocs.io/en/master/monitor/metrics.html#grafana-and-prometheus)
+
+## For Developers
+
+If you have good ideas to improve the dashboard, please don't hesitate to
reach out to us by opening
+GitHub
[Issues](https://github.com/apache/kyuubi/issues)/[PRs](https://github.com/apache/kyuubi/pulls)
+or sending an email to `[email protected]`.
+
+### Export Grafana Dashboard template
+
+Depends on your Grafana version, the exporting steps might be a little
different.
+
+Use Grafana 11.4 as an example, after modifying the dashboard, save your
changes and click the "Share" button
+on the top-right corner, then choose the "Export" tab and enable the "Export
for sharing externally", finally,
+click the "View JSON" button and update the `dashboard-template.json` with
that JSON content.
+
+We encourage the developers to use a similar version of Grafana to the
existing `dashboard-template.json`,
+and focus on one topic in each PR, to avoid introducing unnecessary and huge
diff of `dashboard-template.json`.
+Additionally, to make the reviewers easy to understand your changes, don't
forget to attach the current and
+updated dashboard screenshots in your PR description.
diff --git a/grafana/dashboard-template.json b/grafana/dashboard-template.json
new file mode 100644
index 0000000000..de5048caac
--- /dev/null
+++ b/grafana/dashboard-template.json
@@ -0,0 +1,2258 @@
+{
+ "annotations": {
+ "list": [
+ {
+ "builtIn": 1,
+ "datasource": "-- Grafana --",
+ "enable": true,
+ "hide": true,
+ "iconColor": "rgba(0, 211, 255, 1)",
+ "name": "Annotations & Alerts",
+ "target": {
+ "limit": 100,
+ "matchAny": false,
+ "tags": [],
+ "type": "dashboard"
+ },
+ "type": "dashboard"
+ }
+ ]
+ },
+ "editable": true,
+ "fiscalYearStartMonth": 0,
+ "graphTooltip": 0,
+ "id": 1,
+ "links": [],
+ "panels": [
+ {
+ "collapsed": false,
+ "gridPos": {
+ "h": 1,
+ "w": 24,
+ "x": 0,
+ "y": 0
+ },
+ "id": 58,
+ "panels": [],
+ "title": "General Information",
+ "type": "row"
+ },
+ {
+ "datasource": "${DS_PROMETHEUS}",
+ "fieldConfig": {
+ "defaults": {
+ "color": {
+ "mode": "thresholds"
+ },
+ "mappings": [
+ {
+ "options": {
+ "match": "null",
+ "result": {
+ "text": "N/A"
+ }
+ },
+ "type": "special"
+ }
+ ],
+ "thresholds": {
+ "mode": "absolute",
+ "steps": [
+ {
+ "color": "dark-blue",
+ "value": null
+ }
+ ]
+ },
+ "unit": "ms"
+ },
+ "overrides": []
+ },
+ "gridPos": {
+ "h": 6,
+ "w": 8,
+ "x": 0,
+ "y": 1
+ },
+ "id": 31,
+ "maxDataPoints": 100,
+ "options": {
+ "colorMode": "value",
+ "graphMode": "area",
+ "justifyMode": "auto",
+ "orientation": "auto",
+ "percentChangeColorMode": "standard",
+ "reduceOptions": {
+ "calcs": [
+ "lastNotNull"
+ ],
+ "fields": "",
+ "values": false
+ },
+ "showPercentChange": false,
+ "textMode": "auto",
+ "wideLayout": true
+ },
+ "pluginVersion": "11.4.0",
+ "targets": [
+ {
+ "datasource": "${DS_PROMETHEUS}",
+ "editorMode": "code",
+ "exemplar": false,
+ "expr": "kyuubi_jvm_uptime{instance=~\"$instance\",job=~\"$job\"}",
+ "format": "time_series",
+ "instant": true,
+ "legendFormat": "{{instance}}",
+ "range": false,
+ "refId": "A"
+ }
+ ],
+ "title": "Uptime",
+ "type": "stat"
+ },
+ {
+ "datasource": {
+ "type": "prometheus",
+ "uid": "PBFA97CFB590B2093"
+ },
+ "fieldConfig": {
+ "defaults": {
+ "color": {
+ "mode": "palette-classic"
+ },
+ "custom": {
+ "axisBorderShow": false,
+ "axisCenteredZero": false,
+ "axisColorMode": "text",
+ "axisLabel": "",
+ "axisPlacement": "auto",
+ "barAlignment": 0,
+ "barWidthFactor": 0.6,
+ "drawStyle": "line",
+ "fillOpacity": 0,
+ "gradientMode": "none",
+ "hideFrom": {
+ "legend": false,
+ "tooltip": false,
+ "viz": false
+ },
+ "insertNulls": false,
+ "lineInterpolation": "linear",
+ "lineWidth": 1,
+ "pointSize": 5,
+ "scaleDistribution": {
+ "type": "linear"
+ },
+ "showPoints": "auto",
+ "spanNulls": false,
+ "stacking": {
+ "group": "A",
+ "mode": "none"
+ },
+ "thresholdsStyle": {
+ "mode": "off"
+ }
+ },
+ "mappings": [],
+ "thresholds": {
+ "mode": "absolute",
+ "steps": [
+ {
+ "color": "green",
+ "value": null
+ }
+ ]
+ }
+ },
+ "overrides": []
+ },
+ "gridPos": {
+ "h": 6,
+ "w": 16,
+ "x": 8,
+ "y": 1
+ },
+ "id": 69,
+ "options": {
+ "legend": {
+ "calcs": [],
+ "displayMode": "list",
+ "placement": "bottom",
+ "showLegend": true
+ },
+ "tooltip": {
+ "mode": "single",
+ "sort": "none"
+ }
+ },
+ "pluginVersion": "11.4.0",
+ "targets": [
+ {
+ "disableTextWrap": false,
+ "editorMode": "code",
+ "exemplar": false,
+ "expr":
"kyuubi_connection_total_BATCH{instance=~\"$instance\",job=~\"$job\"}",
+ "format": "time_series",
+ "fullMetaSearch": false,
+ "includeNullMetadata": true,
+ "instant": false,
+ "interval": "",
+ "legendFormat": "{{instance}}-batch",
+ "range": true,
+ "refId": "A",
+ "useBackend": false
+ },
+ {
+ "datasource": {
+ "type": "prometheus",
+ "uid": "PBFA97CFB590B2093"
+ },
+ "editorMode": "code",
+ "expr":
"kyuubi_connection_total_INTERACTIVE{instance=~\"$instance\",job=~\"$job\"}",
+ "hide": false,
+ "instant": false,
+ "legendFormat": "{{instance}}-interactive",
+ "range": true,
+ "refId": "B"
+ }
+ ],
+ "title": "Connection",
+ "type": "timeseries"
+ },
+ {
+ "datasource": "${DS_PROMETHEUS}",
+ "fieldConfig": {
+ "defaults": {
+ "color": {
+ "mode": "palette-classic"
+ },
+ "custom": {
+ "axisBorderShow": false,
+ "axisCenteredZero": false,
+ "axisColorMode": "text",
+ "axisLabel": "",
+ "axisPlacement": "auto",
+ "barAlignment": 0,
+ "barWidthFactor": 0.6,
+ "drawStyle": "line",
+ "fillOpacity": 10,
+ "gradientMode": "none",
+ "hideFrom": {
+ "legend": false,
+ "tooltip": false,
+ "viz": false
+ },
+ "insertNulls": false,
+ "lineInterpolation": "linear",
+ "lineWidth": 1,
+ "pointSize": 5,
+ "scaleDistribution": {
+ "type": "linear"
+ },
+ "showPoints": "never",
+ "spanNulls": false,
+ "stacking": {
+ "group": "A",
+ "mode": "none"
+ },
+ "thresholdsStyle": {
+ "mode": "off"
+ }
+ },
+ "links": [],
+ "mappings": [],
+ "thresholds": {
+ "mode": "absolute",
+ "steps": [
+ {
+ "color": "green",
+ "value": null
+ },
+ {
+ "color": "red",
+ "value": 80
+ }
+ ]
+ },
+ "unit": "bytes"
+ },
+ "overrides": [
+ {
+ "matcher": {
+ "id": "byName",
+ "options": "Usage %"
+ },
+ "properties": [
+ {
+ "id": "custom.drawStyle",
+ "value": "bars"
+ },
+ {
+ "id": "custom.fillOpacity",
+ "value": 100
+ },
+ {
+ "id": "color",
+ "value": {
+ "fixedColor": "#6d1f62",
+ "mode": "fixed"
+ }
+ },
+ {
+ "id": "custom.lineWidth",
+ "value": 0
+ },
+ {
+ "id": "unit",
+ "value": "percentunit"
+ },
+ {
+ "id": "min",
+ "value": 0
+ },
+ {
+ "id": "max",
+ "value": 1
+ },
+ {
+ "id": "custom.axisPlacement",
+ "value": "right"
+ }
+ ]
+ },
+ {
+ "matcher": {
+ "id": "byName",
+ "options": "Usage %"
+ },
+ "properties": [
+ {
+ "id": "custom.drawStyle",
+ "value": "bars"
+ },
+ {
+ "id": "custom.fillOpacity",
+ "value": 100
+ },
+ {
+ "id": "color",
+ "value": {
+ "fixedColor": "#6d1f62",
+ "mode": "fixed"
+ }
+ },
+ {
+ "id": "custom.lineWidth",
+ "value": 0
+ },
+ {
+ "id": "unit",
+ "value": "percentunit"
+ },
+ {
+ "id": "min",
+ "value": 0
+ },
+ {
+ "id": "max",
+ "value": 1
+ },
+ {
+ "id": "custom.axisPlacement",
+ "value": "right"
+ }
+ ]
+ },
+ {
+ "matcher": {
+ "id": "byName",
+ "options": "Usage %"
+ },
+ "properties": [
+ {
+ "id": "custom.drawStyle",
+ "value": "bars"
+ },
+ {
+ "id": "custom.fillOpacity",
+ "value": 100
+ },
+ {
+ "id": "color",
+ "value": {
+ "fixedColor": "#6d1f62",
+ "mode": "fixed"
+ }
+ },
+ {
+ "id": "custom.lineWidth",
+ "value": 0
+ },
+ {
+ "id": "unit",
+ "value": "percentunit"
+ },
+ {
+ "id": "min",
+ "value": 0
+ },
+ {
+ "id": "max",
+ "value": 1
+ },
+ {
+ "id": "custom.axisPlacement",
+ "value": "right"
+ }
+ ]
+ },
+ {
+ "matcher": {
+ "id": "byName",
+ "options": "Usage %"
+ },
+ "properties": [
+ {
+ "id": "custom.drawStyle",
+ "value": "bars"
+ },
+ {
+ "id": "custom.fillOpacity",
+ "value": 100
+ },
+ {
+ "id": "color",
+ "value": {
+ "fixedColor": "#6d1f62",
+ "mode": "fixed"
+ }
+ },
+ {
+ "id": "custom.lineWidth",
+ "value": 0
+ },
+ {
+ "id": "unit",
+ "value": "percentunit"
+ },
+ {
+ "id": "min",
+ "value": 0
+ },
+ {
+ "id": "max",
+ "value": 1
+ },
+ {
+ "id": "custom.axisPlacement",
+ "value": "right"
+ }
+ ]
+ },
+ {
+ "matcher": {
+ "id": "byName",
+ "options": "Usage %"
+ },
+ "properties": [
+ {
+ "id": "custom.drawStyle",
+ "value": "bars"
+ },
+ {
+ "id": "custom.fillOpacity",
+ "value": 100
+ },
+ {
+ "id": "color",
+ "value": {
+ "fixedColor": "#6d1f62",
+ "mode": "fixed"
+ }
+ },
+ {
+ "id": "custom.lineWidth",
+ "value": 0
+ },
+ {
+ "id": "unit",
+ "value": "percentunit"
+ },
+ {
+ "id": "min",
+ "value": 0
+ },
+ {
+ "id": "max",
+ "value": 1
+ },
+ {
+ "id": "custom.axisPlacement",
+ "value": "right"
+ }
+ ]
+ }
+ ]
+ },
+ "gridPos": {
+ "h": 8,
+ "w": 24,
+ "x": 0,
+ "y": 7
+ },
+ "id": 34,
+ "maxPerRow": 2,
+ "options": {
+ "alertThreshold": true,
+ "legend": {
+ "calcs": [
+ "mean",
+ "lastNotNull",
+ "max",
+ "min"
+ ],
+ "displayMode": "table",
+ "placement": "bottom",
+ "showLegend": true
+ },
+ "tooltip": {
+ "mode": "multi",
+ "sort": "none"
+ }
+ },
+ "pluginVersion": "11.4.0",
+ "repeat": "memarea",
+ "repeatDirection": "h",
+ "targets": [
+ {
+ "datasource": "${DS_PROMETHEUS}",
+ "editorMode": "code",
+ "expr": "
kyuubi_memory_usage_total_used{instance=~\"$instance\",job=~\"$job\"}",
+ "hide": false,
+ "legendFormat": "{{instance}}",
+ "range": true,
+ "refId": "B"
+ }
+ ],
+ "title": "Memory Usage",
+ "type": "timeseries"
+ },
+ {
+ "collapsed": false,
+ "gridPos": {
+ "h": 1,
+ "w": 24,
+ "x": 0,
+ "y": 15
+ },
+ "id": 60,
+ "panels": [],
+ "title": "JVM Statistics",
+ "type": "row"
+ },
+ {
+ "datasource": "${DS_PROMETHEUS}",
+ "fieldConfig": {
+ "defaults": {
+ "color": {
+ "mode": "palette-classic"
+ },
+ "custom": {
+ "axisBorderShow": false,
+ "axisCenteredZero": false,
+ "axisColorMode": "text",
+ "axisLabel": "",
+ "axisPlacement": "auto",
+ "barAlignment": 0,
+ "barWidthFactor": 0.6,
+ "drawStyle": "line",
+ "fillOpacity": 10,
+ "gradientMode": "none",
+ "hideFrom": {
+ "legend": false,
+ "tooltip": false,
+ "viz": false
+ },
+ "insertNulls": false,
+ "lineInterpolation": "linear",
+ "lineWidth": 1,
+ "pointSize": 5,
+ "scaleDistribution": {
+ "type": "linear"
+ },
+ "showPoints": "never",
+ "spanNulls": false,
+ "stacking": {
+ "group": "A",
+ "mode": "none"
+ },
+ "thresholdsStyle": {
+ "mode": "off"
+ }
+ },
+ "links": [],
+ "mappings": [],
+ "thresholds": {
+ "mode": "absolute",
+ "steps": [
+ {
+ "color": "green",
+ "value": null
+ },
+ {
+ "color": "red",
+ "value": 80
+ }
+ ]
+ },
+ "unit": "bytes"
+ },
+ "overrides": [
+ {
+ "matcher": {
+ "id": "byName",
+ "options": "Usage %"
+ },
+ "properties": [
+ {
+ "id": "custom.drawStyle",
+ "value": "bars"
+ },
+ {
+ "id": "custom.fillOpacity",
+ "value": 100
+ },
+ {
+ "id": "color",
+ "value": {
+ "fixedColor": "#6d1f62",
+ "mode": "fixed"
+ }
+ },
+ {
+ "id": "custom.lineWidth",
+ "value": 0
+ },
+ {
+ "id": "unit",
+ "value": "percentunit"
+ },
+ {
+ "id": "min",
+ "value": 0
+ },
+ {
+ "id": "max",
+ "value": 1
+ },
+ {
+ "id": "custom.axisPlacement",
+ "value": "right"
+ }
+ ]
+ }
+ ]
+ },
+ "gridPos": {
+ "h": 10,
+ "w": 8,
+ "x": 0,
+ "y": 16
+ },
+ "id": 64,
+ "maxPerRow": 2,
+ "options": {
+ "alertThreshold": true,
+ "legend": {
+ "calcs": [
+ "mean",
+ "lastNotNull",
+ "max",
+ "min"
+ ],
+ "displayMode": "table",
+ "placement": "bottom",
+ "showLegend": true
+ },
+ "tooltip": {
+ "mode": "multi",
+ "sort": "none"
+ }
+ },
+ "pluginVersion": "11.4.0",
+ "targets": [
+ {
+ "datasource": "${DS_PROMETHEUS}",
+ "editorMode": "code",
+ "expr":
"kyuubi_memory_usage_pools_PS_Eden_Space_used{instance=~\"$instance\",job=~\"$job\"}",
+ "hide": false,
+ "legendFormat": "Eden Space Used",
+ "range": true,
+ "refId": "B"
+ },
+ {
+ "datasource": "${DS_PROMETHEUS}",
+ "editorMode": "code",
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