Synchronizing Elasticsearch Alerts to Prometheus
Make necessary configurations in Kibana to synchronize Elasticsearch alerts to Prometheus so you can use Prometheus to monitor and analyze key performance metrics for Elasticsearch clusters in real time.
Prometheus is an open-source monitoring system with a dimensional data model, flexible query language, efficient time series database and modern alerting approach.
Constraints
Only Elasticsearch 7.10.2 clusters (with an image version no earlier than 7.10.2_24.3.3_x.x.x) support alert synchronization to Prometheus.
Prerequisites
- The Prometheus monitor server is ready, and the Pushgateway address has been obtained. Prometheus and Elasticsearch must be connected. Otherwise, alerts cannot be sent.
- The Elasticsearch cluster is available.
Configuring Alert Synchronization
- Log in to the CSS management console.
- Choose Clusters > Elasticsearch, select the target cluster and click Access Kibana in the Operation column.
- On the Kibana page, choose Open Distro for Elasticsearch > Alerting in the navigation pane on the left.
- Create a Prometheus destination to send alert messages.
- On the Alerting page, click the Destinations tab, and click Add destination to configure destination information.
Table 1 Destinations parameters Parameter
Description
Name
User-defined destination name
Type
Select PROMETHEUS.
Settings
Enter the Pushgateway address of the Prometheus monitor server.
- Currently, only Prometheus Gauge dashboards can be added or deleted. Metrics are queried using specific statements and numeric values are synchronized to Pushgateway for monitoring via Prometheus.
- Two types of Pushgateway addresses are supported: HTTP and HTTPS.
Figure 1 Add destination - Click Create to return to the Destinations list. The created Prometheus destination is displayed in the list.
Figure 2 Destinations list
- On the Alerting page, click the Destinations tab, and click Add destination to configure destination information.
- Create a monitoring task to configure the alert triggering conditions and monitoring interval.
- Click the Monitors tab on the Alerting page, and click Create monitors to configure monitoring information.
Table 2 Monitor parameters Parameter
Description
Monitor name
User-defined monitor name
Monitor state
Monitoring status. You are advised to keep this function enabled.
Method of definition
Select a method to define monitoring. You are advised to use Define using extraction query.
- Define using visual graph: use visualized query statement
- Define using extraction query: use specific query statement
Index
Index to be monitored
Time field
When Define using visual graph is selected, select a time field and define counting parameters such as count.
Frequency
Select the monitoring frequency and set the monitoring interval. The options include:
- By interval
- Daily
- Weekly
- Monthly
- Custom cron expression
- Click Create. The Create trigger page is displayed.
- On the Create trigger page, set the alert triggering conditions and the actions to be triggered.
Table 3 Trigger parameters Parameter
Description
Define trigger
Trigger name
User-defined trigger name.
Severity level
Sensitivity of the trigger, that is, how many alerts need to be triggered before an alert is actually sent. 1 indicates the highest sensitivity.
Trigger condition
Trigger condition. An alert is triggered when the trigger condition is met.
NOTE:You are advised to set a trigger condition that can almost always be triggered so that the queried metrics will always be synchronized to the Pushgateway.
Configure actions
Action name
Name of the triggered action.
Destination
Select the destination created in 4.
Message
Defines the body of the message to be published. See the following for an example.
{ "metricsName":"hits_total_value", //Prometheus metric name "metricsLabel": {"label_key1":"label_value1","label_key2":"label_value2"}, //Prometheus labels "metricsValue":{{ctx.results.0.hits.total.value}}, //Prometheus metric values "jobName":"job_name" //Prometheus monitor task name "metricsHelp":"***" //Metric explanation. Optional. }
Action throttling
Message sending interval. It limits the number of notification messages that can be sent over a specified period.
For example, if this parameter is set to 10 minutes, Prometheus sends only one alert notification in the next 10 minutes even if the trigger condition is met multiple times. After 10 minutes, Prometheus sends another alert notification if the trigger condition is met again.
- Click Send test message to send a test message to Prometheus to check whether the trigger is set successfully.
Figure 3 Sending a test message
As shown in Figure 4, Prometheus can receive a triggered message, meaning the trigger is set successfully.
- Click Create to return to the Monitor details page.
- Click the Monitors tab on the Alerting page, and click Create monitors to configure monitoring information.
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