Help Center/ Cloud Container Instance (CCI)/ Best Practices/ Log Monitoring/ AOM Aggregation Metrics and Monitoring/ Example of Querying Aggregation Metrics
Updated on 2025-08-12 GMT+08:00
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Example of Querying Aggregation Metrics

You can use Prometheus statements to combine basic metrics into aggregation metrics so that you can query object resource information quickly. This topic provides some aggregation metrics, including vCPU usage, memory usage, disk usage, disk read/write rate, network transmission error rate, network packet loss rate, and network transmit/receive rate. The metrics can be queried by Deployment, pod, and container. The aggregation metrics described in the table are only for reference. You can query other aggregation metrics using Prometheus statement. For details about the Prometheus statement syntax, visit the Prometheus official website.

Category

Name

Description

Implementation

vCPU metrics

deployment_cpu_usage

Queries the vCPU usages of Deployments.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(rate(container_cpu_usage_seconds_total{image!=""}[5m])) / sum by(pod,namespace)(container_spec_cpu_quota{image!=""} /100000)) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

Queries the vCPU usage of a Deployment.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(rate(container_cpu_usage_seconds_total{image!=""}[5m])) / sum by(pod,namespace)(container_spec_cpu_quota{image!=""} /100000)) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_name =~ '{DEPLOYMENTNAME}.*',created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

pod_cpu_usage

Queries the vCPU usages of pods.

 
sum(rate(container_cpu_usage_seconds_total{image != ""}[5m])) by (pod, namespace) / (sum(container_spec_cpu_quota{image != ""}/100000) by (pod, namespace)) * 100

Queries the vCPU usage of a pod.

 
sum(rate(container_cpu_usage_seconds_total{image != "",pod="{PODNAME}"}[5m])) by (pod, namespace) / (sum(container_spec_cpu_quota{image != "",pod="{PODNAME}"}/100000) by (pod, namespace)) * 100

container_cpu_usage

Queries the vCPU usages of containers.

 
sum(rate(container_cpu_usage_seconds_total{image != ""}[5m])) by (pod,namespace,container) / (sum(container_spec_cpu_quota{image != ""}/100000) by (pod,namespace,container)) * 100

Queries the vCPU usage of a container.

 
sum(rate(container_cpu_usage_seconds_total{image != "",pod="{PODNAME}",container="{CONTAINERNAME}"}[5m])) by (pod,namespace,container) / (sum(container_spec_cpu_quota{image != "",pod="{PODNAME}",container="{CONTAINERNAME}"}/100000) by (pod,namespace,container)) * 100

Memory metrics

deployment_memory_usage

Queries the memory usages of Deployments.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_memory_working_set_bytes{image!=""}) / sum by(pod,namespace)(container_spec_memory_limit_bytes{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

Queries the memory usage of a Deployment.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_memory_working_set_bytes{image!=""}) / sum by(pod,namespace)(container_spec_memory_limit_bytes{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_name =~ '{DEPLOYMENTNAME}.*',created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

pod_memory_usage

Queries the memory usages of pods.

 
sum(container_memory_working_set_bytes{container!=""}) by (pod, namespace) / (sum(container_spec_memory_limit_bytes{container!=""}) by (pod, namespace)) * 100

Queries the memory usage of a pod.

 
sum(container_memory_working_set_bytes{container!="",pod="{PODNAME}"}) by (pod, namespace) / (sum(container_spec_memory_limit_bytes{container!="",pod="{PODNAME}"}) by (pod, namespace)) * 100

container_memory_usage

Queries the memory usages of containers.

 
sum(container_memory_working_set_bytes{container!=""}) by (pod, namespace,container) / (sum(container_spec_memory_limit_bytes{container!=""}) by (pod, namespace,container)) * 100

Queries the memory usage of a container.

 
sum(container_memory_working_set_bytes{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"}) by (pod, namespace,container) / (sum(container_spec_memory_limit_bytes{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"}) by (pod, namespace,container)) * 100

File system or disk metrics

deployment_disk_usage

Queries the disk usages of Deployments.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_fs_usage_bytes{image!=""}) / sum by(pod,namespace)(container_fs_limit_bytes{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

Queries the disk usage of a Deployment.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_fs_usage_bytes{image!=""}) / sum by(pod,namespace)(container_fs_limit_bytes{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_name =~ '{DEPLOYMENTNAME}.*',created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

pod_disk_usage

Queries the disk usages of pods.

 
(sum(container_fs_usage_bytes{container!=""}) by (pod)) / (sum(container_fs_limit_bytes{container!=""})  by (pod)) * 100

Queries the disk usage of a pod.

 
(sum(container_fs_usage_bytes{container!="",pod="{PODNAME}"}) by (pod)) / (sum(container_fs_limit_bytes{container!="",pod="{PODNAME}"})  by (pod)) * 100

container_disk_usage

Queries the disk usages of containers.

 
(sum(container_fs_usage_bytes{container!=""}) by (pod,container)) / (sum(container_fs_limit_bytes{container!=""})  by (pod,container)) * 100

Queries the disk usage of a container.

 
(sum(container_fs_usage_bytes{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"}) by (pod,container)) / (sum(container_fs_limit_bytes{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"})  by (pod,container)) * 100

disk_read_kilobytes

Queries the disk read rate.

 
sum(rate(container_fs_reads_total{container!=""}[5m])) by(namespace)

disk_write_kilobytes

Queries the disk write rate.

 
sum(rate(container_fs_writes_total{container!=""}[5m])) by(namespace)

Network metrics

deployment_network_transmit_error_packets

Queries the transmission error rates of Deployments.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_network_transmit_packets_dropped_total{image!=""}) / sum by(pod,namespace)(container_network_transmit_packets_total{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

Queries the transmission error rate of a Deployment.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_network_transmit_packets_dropped_total{image!=""}) / sum by(pod,namespace)(container_network_transmit_packets_total{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_name =~ '{DEPLOYMENTNAME}.*',created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

pod_network_transmit_error_packets

Queries the transmission error rates of pods.

 
sum(rate(container_network_transmit_packets_dropped_total{container!=""}[5m])) by(namespace,pod)/sum(rate(container_network_transmit_packets_total{container!=""}[5m])) by(namespace,pod)* 100

Queries the transmission error rate of a pod.

 
sum(rate(container_network_transmit_packets_dropped_total{container!="",pod="{PODNAME}"}[5m])) by(namespace,pod)/sum(rate(container_network_transmit_packets_total{container!="",pod="{PODNAME}"}[5m])) by(namespace,pod)* 100

container_network_transmit_error_packets

Queries the transmission error rates of containers.

 
sum(rate(container_network_transmit_packets_dropped_total{container!=""}[5m])) by(namespace,pod,container)/sum(rate(container_network_transmit_packets_total{container!=""}[5m])) by(namespace,pod,container)* 100

Queries the transmission error rate of a container.

 
sum(rate(container_network_transmit_packets_dropped_total{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"}[5m])) by(namespace,pod,container)/sum(rate(container_network_transmit_packets_total{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"}[5m])) by(namespace,pod,container)* 100

deployment_network_receive_error_packets

Queries the packet loss rates of Deployments.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_network_receive_packets_dropped_total{image!=""}) / sum by(pod,namespace)(container_network_receive_packets_total{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

Queries the packet loss rate of a Deployment.

 
label_replace(sum by (created_by_name,namespace)((sum by (pod,namespace)(container_network_receive_packets_dropped_total{image!=""}) / sum by(pod,namespace)(container_network_receive_packets_total{image!=""})) *on(pod,namespace)  group_left(created_by_kind,created_by_name) (count by (pod,created_by_kind,created_by_name,namespace)(kube_pod_info{created_by_name =~ '{DEPLOYMENTNAME}.*',created_by_kind='ReplicaSet'}))),"deployment","$1","created_by_name","(.*)-[^-]*")*100

pod_network_receive_error_packets

Queries the packet loss rates of pods.

 
sum(rate(container_network_receive_packets_dropped_total{container!=""}[5m])) by(namespace,pod)/sum(rate(container_network_receive_packets_total{container!=""}[5m])) by(namespace,pod)* 100

Queries the packet loss rate of a pod.

 
sum(rate(container_network_receive_packets_dropped_total{container!="",pod="{PODNAME}"}[5m])) by(namespace,pod)/sum(rate(container_network_receive_packets_total{container!="",pod="{PODNAME}"}[5m])) by(namespace,pod)* 100

container_network_receive_error_packets

Queries the packet loss rates of containers.

 
sum(rate(container_network_receive_packets_dropped_total{container!=""}[5m])) by(namespace,pod,container)/sum(rate(container_network_receive_packets_total{container!=""}[5m])) by(namespace,pod,container)* 100

Queries the packet loss rate of a container.

 
sum(rate(container_network_receive_packets_dropped_total{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"}[5m])) by(namespace,pod,container)/sum(rate(container_network_receive_packets_total{container!="",pod="{PODNAME}",container="{CONTAINERNAME}"}[5m])) by(namespace,pod,container)* 100

network_transmit_bytes

Queries the network transmit rate.

 
sum(rate(container_network_transmit_bytes_total{container!=""}[5m])) by(namespace)

network_receive_bytes

Queries the network receive rate.

 
sum(rate(container_network_receive_bytes_total{container!=""}[5m])) by(namespace)
  • When querying a single Deployment, change {DEPLOYMENTNAME} in the statement to the name of the Deployment to be queried.
  • When querying a single pod, change {PODNAME} in the statement to the name of the pod to be queried.
  • When querying a single container, change {PODNAME} in the statement to the name of the pod where the container is running and {CONTAINERNAME} to the name of the container to be queried.