I just announced the new Spring Boot 2 material, coming in REST With Spring:
In this quick tutorial, we’ll discuss how to send OS-level metrics into Elastic Stack. As a reference, we’re going to be using an Ubuntu server here.
We’ll use Metricbeat to collect data from the Operating System and send them periodically to Elasticsearch.
2. Install Metricbeat
First, we need to download and install the standard Metricbeat agent – on our Ubuntu machine:
curl -L -O https://artifacts.elastic.co/downloads/beats/metricbeat/metricbeat-6.0.1-amd64.deb sudo dpkg -i metricbeat-6.0.1-amd64.deb
After installation, we need to configure Metricbeat to send data to Elasticsearch by modifying metricbeat.yml found at “/etc/metricbeat/” (on Ubuntu):
output.elasticsearch: hosts: ["localhost:9200"]
Then, we can customize the metrics we want to track by modifying /etc/metricbeat/modules.d/system.yml:
- module: system period: 10s metricsets: - cpu - load - memory - network - process - process_summary
Finally, we’ll start our Metricbeat service:
sudo service metricbeat start
3. Quick Check
To make sure Metricbeat is sending data to Elasticsearch, do a quick check of the indices:
curl -X GET 'http://localhost:9200/_cat/indices'
Here’s what you should get:
yellow open metricbeat-6.0.1-2017.12.11 1 1 2185 0 1.7mb 1.7mb
Now, we’ll create new index from ‘Settings’ tab with pattern ‘metricbeat-*‘
4. Visualize OS Metrics
Now, we’ll visualize our memory usage over time.
First, we’ll create a new search – to separate our memory metrics – on our ‘metricbeat-*‘ index with the following query with the name ‘System Memory’:
Finally, we can create a simple visualization of our memory data:
- Navigate to ‘Visualize’ tab
- Choose ‘Line Chart’
- Choose ‘From Saved Search’
- Choose ‘System Memory’ search we just created
For Y-axis, choose:
- Aggregation: Average
- Field: system.memory.used.pct
For X-axis, choose Aggregation: Date Histogram
In this quick and to-the-point article, we learned how to send OS-level data into an Elastic Stack instance, using Metricbeat.