Prometheus API Query
Listed is the TSCO metrics mapping to Prometheus API queries. Not include derived metrics. Only core query calculation is listed, sum by different entities are not show in this list.
Some metircs are slightly different in different version of Prometheus. Here only the old version of metrics are listed. For example for node-exporter: node_memory_MemActive (old version) → node_memory_MemActive_Byte (newer version); for kubelet: container_cpu_usage_seconds (old version) → container_cpu_usage_seconds_total (newer version)
In the ETL if the listed metrics are empty, it will call the newer version.
| Configuration Metrics | |||
|---|---|---|---|
| Entity | Metrics | Prometheus Query | Component |
| Namespace | MEM_LIMIT_MAX | kube_resourcequota{resource =~ \"limits.memory\", type=\"hard\"} | kube-state-metric |
| CREATION_TIME | kube_namespace_created | kube-state-metric | |
| CPU_LIMIT_MAX | kube_resourcequota{resource =~ \"limits.cpu\", type=\"hard\"} | kube-state-metric | |
| CPU_REQUEST_MAX | kube_resourcequota{resource =~ \"requests.cpu|cpu\",type=\"hard\"} | kube-state-metric | |
| MEM_REQUEST_MAX | kube_resourcequota{resource =~ \"requests.memory|memory\", type=\"hard\"} | kube-state-metric | |
| KPOD_NUM_MAX | kube_resourcequota{resource =~ \"pods\", type=\"hard\"} | kube-state-metric | |
| Pod | CREATION_TIME | kube_pod_created | kube-state-metric |
| HOST_NAME | kube_pod_info | kube-state-metric | |
| KPOD_STATUS | kube_pod_status_phase | kube-state-metric | |
| node | KUBERNETES_VERSION | kube_node_info | kube-state-metric |
| KPOD_NUM_MAX | kube_node_status_capacity_pods | kube-state-metric | |
| CREATION_TIME | kube_node_created | kube-state-metric | |
| CPU_NUM | count by (instance) (sum by(instance, cpu) (node_cpu)) | node-exporter | |
| TOTAL_REAL_MEM | kube_node_status_capacity_memory_bytes | kube-state-metric | |
| OS_TYPE | kube_node_info | kube-state-metric | |
| TOTAL_FS_SIZE | node_filesystem_size{mountpoint=\"/\"} | node-exporter | |
| cluster | CPU_NUM | sum(count by (instance) (sum by(instance, cpu) (node_cpu))) | node-exporter |
| TOTAL_REAL_MEM | kube_node_status_capacity_memory_bytes | kube-state-metric | |
| KPOD_NUM_MAX | kube_node_status_capacity_pods | kube-state-metric | |
| KUBERNETES_VERSION | kube_node_info | kube-state-metric | |
| TOTAK_FS_SIZE | node_filesystem_size{mountpoint="/"} | node-exporter | |
| controller | |||
| controller | CREATION_TIME | kube_daemonset_created kube_statefulset_created kube_replicaset_created kube_replicationcontroller_created | kube-state-metric |
| CONTROLLER_TYPE | kube_pod_owner | kube-state-metric | |
| Persistent volume | ST_TYPE | kube_persistentvolume_info | kube-state-metric |
| Performance Metrics | |||
| namespace | CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| namespace | CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| namespace | MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| namespace | MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| namespace | CPU_USED_NUM | rate(container_cpu_usage_seconds_total[5m]) | kubelet |
| namespace | MEM_USED | container_memory_usage_bytes | kubelet |
| namespace | NET_IN_BYTE_RATE | container_network_receive_bytes_total | kubelet |
| namespace | NET_IN_BIT_RATE | container_network_receive_bytes_total | kubelet |
| namespace | NET_IN_ERROR_RATE | container_network_receive_errors_total | kubelet |
| namespace | NET_OUT_BYTE_RATE | container_network_transmit_bytes_total | kubelet |
| namespace | NET_OUT_BIT_RATE | container_network_transmit_bytes_total | kubelet |
| namespace | NET_BIT_RATE | avg(container_network_receive_bytes_total+container_network_transmit_bytes_total) | kubelet |
| namespace | NET_OUT_ERROR_RATE | container_network_transmit_errors_total | kubelet |
| namespace | BYSTATUS_KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| namespace | KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| namespace | CONTAINER_NUM | kube_pod_container_info | kube-state-metric |
| namespace | BYIMAGE_NUM | kube_pod_container_info | kube-state-metric |
| namespace | MEM_ACTIVE | container_memory_working_set_bytes | kubelet |
| namespace | CPU_UTIL | rate(container_cpu_usage_seconds_total[5m])/container_cpu_usage_seconds_total | kubelet |
| namespace | BYIMAGE_MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| namespace | BYIMAGE_CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| pod | CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| pod | CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| pod | MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| pod | MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| pod | CPU_USED_NUM | rate(container_cpu_usage_seconds_total[5m]) | kubelet |
| pod | MEM_USED | container_memory_usage_bytes | kubelet |
| pod | NET_IN_BYTE_RATE | container_network_receive_bytes_total | kubelet |
| pod | NET_IN_BIT_RATE | container_network_receive_bytes_total | kubelet |
| pod | NET_IN_ERROR_RATE | container_network_receive_errors_total | kubelet |
| pod | NET_OUT_BYTE_RATE | container_network_transmit_bytes_total | kubelet |
| pod | NET_OUT_BIT_RATE | container_network_transmit_bytes_total | kubelet |
| pod | NET_BIT_RATE | avg(container_network_receive_bytes_total+container_network_transmit_bytes_total) | kubelet |
| pod | NET_OUT_ERROR_RATE | container_network_transmit_errors_total | kubelet |
| pod | BYSTATUS_KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| pod | KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| pod | CONTAINER_NUM | kube_pod_container_info | kube-state-metric |
| pod | BYIMAGE_NUM | kube_pod_container_info | kube-state-metric |
| pod | MEM_ACTIVE | container_memory_working_set_bytes | kubelet |
| pod | CPU_UTIL | rate(container_cpu_usage_seconds_total[5m])/container_cpu_usage_seconds_total | kubelet |
| pod | BYIMAGE_MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| pod | BYIMAGE_CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| node | CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| node | CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| node | MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| node | MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| node | CPU_USED_NUM | rate(node_cpu{mode!=\"idle\", mode!=\"iowait\"}[5m]) | node-exporter |
| node | CPU_UTIL | (rate(node_cpu{mode!=\"idle\",mode!=\"iowait\"}[5m]))/(count by (instance) (sum by(instance,cpu) (node_cpu)) ) | node-exporter |
| node | MEM_USED | node_memory_MemTotal - node_memory_MemFree - node_memory_KernelStack | node-exporter |
| node | MEM_REAL_USED | node_memory_MemTotal - node_memory_MemFree - node_memory_KernelStack - node_memory_Cached - node_memory_Buffers - node_memory_Slab | |
| node | MEM_UTIL | (node_memory_MemTotal - node_memory_MemFree - node_memory_KernelStack)/node_memory_MemTotal | |
| node | NET_IN_BYTE_RATE | node_network_receive_bytes | node-exporter |
| node | NET_IN_BIT_RATE | node_network_receive_bytes | node-exporter |
| node | NET_IN_ERROR_RATE | node_network_receive_errs | node-exporter |
| node | NET_OUT_BYTE_RATE | node_network_transmit_bytes | node-exporter |
| node | NET_OUT_BIT_RATE | node_network_transmit_bytes | node-exporter |
| node | NET_BIT_RATE | avg(node_network_transmit_bytes+node_network_receive_bytes) | node-exporter |
| node | NET_OUT_ERROR_RATE | node_network_receive_bytes | node-exporter |
| node | BYSTATUS_KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| node | KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| node | CONTAINER_NUM | kube_pod_container_info | kube-state-metric |
| node | BYIMAGE_NUM | kube_pod_container_info | kube-state-metric |
| node | MEM_ACTIVE | node_memory_Active | node-exporter |
| node | BYIMAGE_MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| node | BYIMAGE_CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| node | MEM_PAGE_MAJOR_FAULT_RATE | node_vmstat_pgmajfault | node-exporter |
| node | TOTAL_FS_FREE | node_filesystem_free{mountpoint="/"} | node-exporter |
| node | TOTAL_FS_USED | node_filesystem_size{mountpoint="/"}- node_filesystem_free{mountpoint="/"} | node-exporter |
| node | TOTAL_FS_UTIL | 1-(node_filesystem_free{mountpoint="/"}/node_filesystem_size{mountpoint="/"}) | node-exporter |
| node | CPU_ALLOCATABLE | kube_node_status_allocatable_cpu_cores | kube-state-metric |
| node | MEMORY_ALLOCATABLE | kube_node_status_allocatable_memory_bytes | kube-state-metric |
| cluster | CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| cluster | CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| cluster | MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| cluster | MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| cluster | CPU_USED_NUM | rate(node_cpu{mode!=\"idle\", mode!=\"iowait\"}[5m]) | node-exporter |
| cluster | CPU_UTIL | (rate(node_cpu{mode!=\"idle\",mode!=\"iowait\"}[5m]))/(count by (instance) (sum by(instance,cpu) (node_cpu)) ) | node-exporter |
| cluster | MEM_USED | node_memory_MemTotal - node_memory_MemFree - node_memory_KernelStack | node-exporter |
| cluster | MEM_REAL_USED | node_memory_MemTotal - node_memory_MemFree - node_memory_KernelStack - node_memory_Cached - node_memory_Buffers - node_memory_Slab | node-exporter |
| cluster | MEM_UTIL | (node_memory_MemTotal - node_memory_MemFree - node_memory_KernelStack)/node_memory_MemTotal | node-exporter |
| cluster | NET_IN_BYTE_RATE | node_network_receive_bytes | node-exporter |
| cluster | NET_IN_BIT_RATE | node_network_receive_bytes | node-exporter |
| cluster | NET_IN_ERROR_RATE | node_network_receive_errs | node-exporter |
| cluster | NET_OUT_BYTE_RATE | node_network_transmit_bytes | node-exporter |
| cluster | NET_OUT_BIT_RATE | node_network_transmit_bytes | node-exporter |
| cluster | NET_BIT_RATE | avg(node_network_transmit_bytes+node_network_receive_bytes) | node-exporter |
| cluster | NET_OUT_ERROR_RATE | node_network_receive_bytes | node-exporter |
| cluster | BYSTATUS_KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| cluster | KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| cluster | CONTAINER_NUM | kube_pod_container_info | kube-state-metric |
| cluster | BYIMAGE_NUM | kube_pod_container_info | kube-state-metric |
| cluster | MEM_ACTIVE | node_memory_Active | node-exporter |
| cluster | BYIMAGE_MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| cluster | BYIMAGE_CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| cluster | MEM_PAGE_MAJOR_FAULT_RATE | node_vmstat_pgmajfault | node-exporter |
| cluster | TOTAL_FS_FREE | node_filesystem_free{mountpoint="/"} | node-exporter |
| cluster | TOTAL_FS_USED | node_filesystem_size{mountpoint="/"}- node_filesystem_free{mountpoint="/"} | node-exporter |
| cluster | TOTAL_FS_UTIL | 1-(node_filesystem_free{mountpoint="/"}/node_filesystem_size{mountpoint="/"}) | node-exporter |
| cluster | CPU_ALLOCATABLE | kube_node_status_allocatable_cpu_cores | kube-state-metric |
| cluster | MEMORY_ALLOCATABLE | kube_node_status_allocatable_memory_bytes | kube-state-metric |
| cluster | SERVICE_NUM | count(kube_service_info ) | kube-state-metric |
| cluster | SECRET_NUM | count(kube_secret_info ) | kube-state-metric |
| cluster | JOB_NUM | count(kube_job_info ) | kube-state-metric |
| controller | CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| controller | CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| controller | MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| controller | MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| controller | CPU_USED_NUM | rate(container_cpu_usage_seconds_total[5m]) | kubelet |
| controller | MEM_USED | container_memory_usage_bytes | kubelet |
| controller | NET_IN_BYTE_RATE | container_network_receive_bytes_total | kubelet |
| controller | NET_IN_BIT_RATE | container_network_receive_bytes_total | kubelet |
| controller | NET_IN_ERROR_RATE | container_network_receive_errors_total | kubelet |
| controller | NET_OUT_BYTE_RATE | container_network_transmit_bytes_total | kubelet |
| controller | NET_OUT_BIT_RATE | container_network_transmit_bytes_total | kubelet |
| controller | NET_BIT_RATE | avg(container_network_receive_bytes_total+container_network_transmit_bytes_total) | kubelet |
| controller | NET_OUT_ERROR_RATE | container_network_transmit_errors_total | kubelet |
| controller | BYSTATUS_KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| controller | KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| controller | CONTAINER_NUM | kube_pod_container_info | kube-state-metric |
| controller | BYIMAGE_NUM | kube_pod_container_info | kube-state-metric |
| controller | MEM_ACTIVE | container_memory_working_set_bytes | kubelet |
| controller | CPU_UTIL | rate(container_cpu_usage_seconds_total[5m])/container_cpu_usage_seconds_total | kubelet |
| controller | BYIMAGE_MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| controller | BYIMAGE_CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| controller | KPOD_REPLICA_UPTODATE_NUM | kube_deployment_status_replicas_available | kube-state-metric |
| pv | ST_ALLOCATED | kube_persistentvolumeclaim_resource_requests_storage_bytes | kube-state-metric |
| pv | ST_SIZE | kube_persistentvolumeclaim_info | kube-state-metric |
| Pod Workload | CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| Pod Workload | CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| Pod Workload | MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| Pod Workload | MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| Pod Workload | CPU_USED_NUM | rate(container_cpu_usage_seconds_total[5m]) | kubelet |
| Pod Workload | MEM_USED | container_memory_usage_bytes | kubelet |
| Pod Workload | KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| Pod Workload | MEM_ACTIVE | container_memory_working_set_bytes | kubelet |
| Pod Workload | BYCONT_MEM_ACTIVE | container_memory_working_set_bytes | kubelet |
| Pod Workload | BYCONT_IMAGE_MEM_ACTIVE | container_memory_working_set_bytes | kubelet |
| Pod Workload | RESTART_COUNT | kube_pod_container_status_restarts_total | kube-state-metric |
| Pod Workload | HEAPMEM_MAX | jvm_memory_bytes_max{area=\"heap\"} | jmx-exporter |
| Pod Workload | NONHEAPMEM_MAX | jvm_memory_bytes_max{area=\"nonheap\"} | jmx-exporter |
| Pod Workload | BYCONT_CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| Pod Workload | BYCONT_CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| Pod Workload | BYCONT_MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| Pod Workload | BYCONT_MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| Pod Workload | BYCONT_CPU_USED_NUM | rate(container_cpu_usage_seconds_total[5m]) | kubelet |
| Pod Workload | BYCONT_MEM_USED | container_memory_usage_bytes | kubelet |
| Pod Workload | BYCONT_CPU_USED_NUM_HM | rate(container_cpu_usage_seconds_total[5m]) | kubelet |
| Pod Workload | BYCONT_MEM_USED_HM | container_memory_usage_bytes | kubelet |
| Pod Workload | BYCONT_KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| Pod Workload | BYCONT_RESTART_COUNT | kube_pod_container_status_restarts_total | kube-state-metric |
| Pod Workload | BYCONT_IMAGE_CPU_REQUEST | kube_pod_container_resource_requests_cpu_cores | kube-state-metric |
| Pod Workload | BYCONT_IMAGE_CPU_LIMIT | kube_pod_container_resource_limits_cpu_cores | kube-state-metric |
| Pod Workload | BYCONT_IMAGE_MEM_KLIMIT | kube_pod_container_resource_limits_memory_bytes | kube-state-metric |
| Pod Workload | BYCONT_IMAGE_MEM_REQUEST | kube_pod_container_resource_requests_memory_bytes | kube-state-metric |
| Pod Workload | BYCONT_IMAGE_CPU_USED_NUM | rate(container_cpu_usage_seconds_total[5m]) | kubelet |
| Pod Workload | BYCONT_IMAGE_MEM_USED | container_memory_usage_bytes | kubelet |
| Pod Workload | BYCONT_IMAGE_KPOD_NUM | kube_pod_status_phase | kube-state-metric |
| Pod Workload | BYCONT_IMAGE_RESTART_COUNT | kube_pod_container_status_restarts_total | kube-state-metric |
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