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Fix missing metrics

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This commit is contained in:
Rodrigue Koffi
2022-09-05 14:37:34 +02:00
parent b2e631140c
commit 20a2b05fd3
15 changed files with 19602 additions and 19614 deletions
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modules/workloads/infra/alerts.tf
+6 -6
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@@ -211,7 +211,7 @@ groups:
description: The Kubelet Pod Lifecycle Event Generator has a 99th percentile duration of {{ $value }} seconds on node {{ $labels.node }}. description: The Kubelet Pod Lifecycle Event Generator has a 99th percentile duration of {{ $value }} seconds on node {{ $labels.node }}.
summary: Kubelet Pod Lifecycle Event Generator is taking too long to relist. summary: Kubelet Pod Lifecycle Event Generator is taking too long to relist.
- alert: KubeletPodStartUpLatencyHigh - alert: KubeletPodStartUpLatencyHigh
expr: histogram_quantile(0.99, sum by(cluster, instance, le) (rate(kubelet_pod_worker_duration_seconds_bucket{job="kubelet",metrics_path="/metrics"}[5m]))) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet",metrics_path="/metrics"} > 60 expr: histogram_quantile(0.99, sum by(cluster, instance, le) (rate(kubelet_pod_worker_duration_seconds_bucket{job="kubelet"}[5m]))) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet"} > 60
for: 15m for: 15m
labels: labels:
severity: warning severity: warning
@@ -263,7 +263,7 @@ groups:
description: Kubelet on node {{ $labels.node }} has failed to renew its server certificate ({{ $value | humanize }} errors in the last 5 minutes). description: Kubelet on node {{ $labels.node }} has failed to renew its server certificate ({{ $value | humanize }} errors in the last 5 minutes).
summary: Kubelet has failed to renew its server certificate. summary: Kubelet has failed to renew its server certificate.
- alert: KubeletDown - alert: KubeletDown
expr: absent(up{job="kubelet",metrics_path="/metrics"} == 1) expr: absent(up{job="kubelet"} == 1)
for: 15m for: 15m
labels: labels:
severity: critical severity: critical
@@ -350,7 +350,7 @@ groups:
description: The kubernetes apiserver has terminated {{ $value | humanizePercentage }} of its incoming requests. description: The kubernetes apiserver has terminated {{ $value | humanizePercentage }} of its incoming requests.
summary: The kubernetes apiserver has terminated {{ $value | humanizePercentage }} of its incoming requests. summary: The kubernetes apiserver has terminated {{ $value | humanizePercentage }} of its incoming requests.
- alert: KubePersistentVolumeFillingUp - alert: KubePersistentVolumeFillingUp
expr: (kubelet_volume_stats_available_bytes{job="kubelet",metrics_path="/metrics",namespace=~".*"} / kubelet_volume_stats_capacity_bytes{job="kubelet",metrics_path="/metrics",namespace=~".*"}) < 0.03 and kubelet_volume_stats_used_bytes{job="kubelet",metrics_path="/metrics",namespace=~".*"} > 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1 expr: (kubelet_volume_stats_available_bytes{job="kubelet",namespace=~".*"} / kubelet_volume_stats_capacity_bytes{job="kubelet",namespace=~".*"}) < 0.03 and kubelet_volume_stats_used_bytes{job="kubelet",namespace=~".*"} > 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1
for: 1m for: 1m
labels: labels:
severity: critical severity: critical
@@ -358,7 +358,7 @@ groups:
description: The PersistentVolume claimed by {{ $labels.persistentvolumeclaim }} in Namespace {{ $labels.namespace }} is only {{ $value | humanizePercentage }} free. description: The PersistentVolume claimed by {{ $labels.persistentvolumeclaim }} in Namespace {{ $labels.namespace }} is only {{ $value | humanizePercentage }} free.
summary: PersistentVolume is filling up. summary: PersistentVolume is filling up.
- alert: KubePersistentVolumeFillingUp - alert: KubePersistentVolumeFillingUp
expr: (kubelet_volume_stats_available_bytes{job="kubelet",metrics_path="/metrics",namespace=~".*"} / kubelet_volume_stats_capacity_bytes{job="kubelet",metrics_path="/metrics",namespace=~".*"}) < 0.15 and kubelet_volume_stats_used_bytes{job="kubelet",metrics_path="/metrics",namespace=~".*"} > 0 and predict_linear(kubelet_volume_stats_available_bytes{job="kubelet",metrics_path="/metrics",namespace=~".*"}[6h], 4 * 24 * 3600) < 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1 expr: (kubelet_volume_stats_available_bytes{job="kubelet",namespace=~".*"} / kubelet_volume_stats_capacity_bytes{job="kubelet",namespace=~".*"}) < 0.15 and kubelet_volume_stats_used_bytes{job="kubelet",namespace=~".*"} > 0 and predict_linear(kubelet_volume_stats_available_bytes{job="kubelet",namespace=~".*"}[6h], 4 * 24 * 3600) < 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1
for: 1h for: 1h
labels: labels:
severity: warning severity: warning
@@ -366,7 +366,7 @@ groups:
description: Based on recent sampling, the PersistentVolume claimed by {{ $labels.persistentvolumeclaim }} in Namespace {{ $labels.namespace }} is expected to fill up within four days. description: Based on recent sampling, the PersistentVolume claimed by {{ $labels.persistentvolumeclaim }} in Namespace {{ $labels.namespace }} is expected to fill up within four days.
summary: PersistentVolume is filling up. summary: PersistentVolume is filling up.
- alert: KubePersistentVolumeInodesFillingUp - alert: KubePersistentVolumeInodesFillingUp
expr: (kubelet_volume_stats_inodes_free{job="kubelet",metrics_path="/metrics",namespace=~".*"} / kubelet_volume_stats_inodes{job="kubelet",metrics_path="/metrics",namespace=~".*"}) < 0.03 and kubelet_volume_stats_inodes_used{job="kubelet",metrics_path="/metrics",namespace=~".*"} > 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1 expr: (kubelet_volume_stats_inodes_free{job="kubelet",namespace=~".*"} / kubelet_volume_stats_inodes{job="kubelet",namespace=~".*"}) < 0.03 and kubelet_volume_stats_inodes_used{job="kubelet",namespace=~".*"} > 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1
for: 1m for: 1m
labels: labels:
severity: critical severity: critical
@@ -374,7 +374,7 @@ groups:
description: The PersistentVolume claimed by {{ $labels.persistentvolumeclaim }} in Namespace {{ $labels.namespace }} only has {{ $value | humanizePercentage }} free inodes. description: The PersistentVolume claimed by {{ $labels.persistentvolumeclaim }} in Namespace {{ $labels.namespace }} only has {{ $value | humanizePercentage }} free inodes.
summary: PersistentVolumeInodes is filling up. summary: PersistentVolumeInodes is filling up.
- alert: KubePersistentVolumeInodesFillingUp - alert: KubePersistentVolumeInodesFillingUp
expr: (kubelet_volume_stats_inodes_free{job="kubelet",metrics_path="/metrics",namespace=~".*"} / kubelet_volume_stats_inodes{job="kubelet",metrics_path="/metrics",namespace=~".*"}) < 0.15 and kubelet_volume_stats_inodes_used{job="kubelet",metrics_path="/metrics",namespace=~".*"} > 0 and predict_linear(kubelet_volume_stats_inodes_free{job="kubelet",metrics_path="/metrics",namespace=~".*"}[6h], 4 * 24 * 3600) < 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1 expr: (kubelet_volume_stats_inodes_free{job="kubelet",namespace=~".*"} / kubelet_volume_stats_inodes{job="kubelet",namespace=~".*"}) < 0.15 and kubelet_volume_stats_inodes_used{job="kubelet",namespace=~".*"} > 0 and predict_linear(kubelet_volume_stats_inodes_free{job="kubelet",namespace=~".*"}[6h], 4 * 24 * 3600) < 0 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_access_mode{access_mode="ReadOnlyMany"} == 1 unless on(namespace, persistentvolumeclaim) kube_persistentvolumeclaim_labels{label_excluded_from_alerts="true"} == 1
for: 1h for: 1h
labels: labels:
severity: warning severity: warning
modules/workloads/infra/dashboards/cluster-networking.json
+1728 -1728
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modules/workloads/infra/dashboards/cluster.json
+2931 -2931
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modules/workloads/infra/dashboards/kubelet.json
+1963 -1963
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modules/workloads/infra/dashboards/namespace-networking.json
+1376 -1376
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modules/workloads/infra/dashboards/namespace-nw-workloads.json
+1605 -1605
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modules/workloads/infra/dashboards/namespace-pods.json
+2697 -2697
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modules/workloads/infra/dashboards/namespace-workloads.json
+2252 -2252
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modules/workloads/infra/dashboards/networking-workloads.json
+1317 -1317
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modules/workloads/infra/dashboards/pesistentvolumes.json
+534 -534
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modules/workloads/infra/dashboards/pods-networking.json
+1148 -1148
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modules/workloads/infra/dashboards/pods.json
+27 -27
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@@ -263,7 +263,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(increase(container_cpu_cfs_throttled_periods_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", cluster=\"$cluster\"}[$__rate_interval])) by (container) /sum(increase(container_cpu_cfs_periods_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", cluster=\"$cluster\"}[$__rate_interval])) by (container)", "expr": "sum(increase(container_cpu_cfs_throttled_periods_total{job=\"kubelet\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", cluster=\"$cluster\"}[$__rate_interval])) by (container) /sum(increase(container_cpu_cfs_periods_total{job=\"kubelet\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", cluster=\"$cluster\"}[$__rate_interval])) by (container)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{container}}", "legendFormat": "{{container}}",
@@ -677,7 +677,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", image!=\"\"}) by (container)", "expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", image!=\"\"}) by (container)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{container}}", "legendFormat": "{{container}}",
@@ -960,7 +960,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", image!=\"\"}) by (container)", "expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", image!=\"\"}) by (container)",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -984,7 +984,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", image!=\"\"}) by (container) / sum(cluster:namespace:pod_memory:active:kube_pod_container_resource_requests{cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}) by (container)", "expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", image!=\"\"}) by (container) / sum(cluster:namespace:pod_memory:active:kube_pod_container_resource_requests{cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}) by (container)",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -1008,7 +1008,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", image!=\"\"}) by (container) / sum(cluster:namespace:pod_memory:active:kube_pod_container_resource_limits{cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}) by (container)", "expr": "sum(container_memory_working_set_bytes{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container!=\"\", image!=\"\"}) by (container) / sum(cluster:namespace:pod_memory:active:kube_pod_container_resource_limits{cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}) by (container)",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -1020,7 +1020,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(container_memory_rss{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container != \"\", container != \"POD\"}) by (container)", "expr": "sum(container_memory_rss{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container != \"\", container != \"POD\"}) by (container)",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -1032,7 +1032,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(container_memory_cache{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container != \"\", container != \"POD\"}) by (container)", "expr": "sum(container_memory_cache{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container != \"\", container != \"POD\"}) by (container)",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -1044,7 +1044,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(container_memory_swap{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container != \"\", container != \"POD\"}) by (container)", "expr": "sum(container_memory_swap{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\", container != \"\", container != \"POD\"}) by (container)",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -1152,7 +1152,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(irate(container_network_receive_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)", "expr": "sum(irate(container_network_receive_bytes_total{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{pod}}", "legendFormat": "{{pod}}",
@@ -1232,7 +1232,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(irate(container_network_transmit_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)", "expr": "sum(irate(container_network_transmit_bytes_total{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{pod}}", "legendFormat": "{{pod}}",
@@ -1338,7 +1338,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(irate(container_network_receive_packets_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)", "expr": "sum(irate(container_network_receive_packets_total{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{pod}}", "legendFormat": "{{pod}}",
@@ -1418,7 +1418,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(irate(container_network_transmit_packets_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)", "expr": "sum(irate(container_network_transmit_packets_total{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{pod}}", "legendFormat": "{{pod}}",
@@ -1524,7 +1524,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(irate(container_network_receive_packets_dropped_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)", "expr": "sum(irate(container_network_receive_packets_dropped_total{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{pod}}", "legendFormat": "{{pod}}",
@@ -1604,7 +1604,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum(irate(container_network_transmit_packets_dropped_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)", "expr": "sum(irate(container_network_transmit_packets_dropped_total{job=\"kubelet\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])) by (pod)",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{pod}}", "legendFormat": "{{pod}}",
@@ -1711,7 +1711,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "ceil(sum by(pod) (rate(container_fs_reads_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])))", "expr": "ceil(sum by(pod) (rate(container_fs_reads_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])))",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "Reads", "legendFormat": "Reads",
@@ -1722,7 +1722,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "ceil(sum by(pod) (rate(container_fs_writes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\",namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])))", "expr": "ceil(sum by(pod) (rate(container_fs_writes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\",namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval])))",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "Writes", "legendFormat": "Writes",
@@ -1802,7 +1802,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(pod) (rate(container_fs_reads_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval]))", "expr": "sum by(pod) (rate(container_fs_reads_bytes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval]))",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "Reads", "legendFormat": "Reads",
@@ -1813,7 +1813,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(pod) (rate(container_fs_writes_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval]))", "expr": "sum by(pod) (rate(container_fs_writes_bytes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\"}[$__rate_interval]))",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "Writes", "legendFormat": "Writes",
@@ -1920,7 +1920,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "ceil(sum by(container) (rate(container_fs_reads_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval])))", "expr": "ceil(sum by(container) (rate(container_fs_reads_total{job=\"kubelet\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_total{job=\"kubelet\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval])))",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{container}}", "legendFormat": "{{container}}",
@@ -2000,7 +2000,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(container) (rate(container_fs_reads_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))", "expr": "sum by(container) (rate(container_fs_reads_bytes_total{job=\"kubelet\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_bytes_total{job=\"kubelet\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))",
"format": "time_series", "format": "time_series",
"intervalFactor": 2, "intervalFactor": 2,
"legendFormat": "{{container}}", "legendFormat": "{{container}}",
@@ -2235,7 +2235,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(container) (rate(container_fs_reads_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))", "expr": "sum by(container) (rate(container_fs_reads_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -2247,7 +2247,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(container) (rate(container_fs_writes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\",device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))", "expr": "sum by(container) (rate(container_fs_writes_total{job=\"kubelet\",device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -2259,7 +2259,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(container) (rate(container_fs_reads_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))", "expr": "sum by(container) (rate(container_fs_reads_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -2271,7 +2271,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(container) (rate(container_fs_reads_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))", "expr": "sum by(container) (rate(container_fs_reads_bytes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -2283,7 +2283,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(container) (rate(container_fs_writes_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))", "expr": "sum by(container) (rate(container_fs_writes_bytes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -2295,7 +2295,7 @@
"datasource": { "datasource": {
"uid": "$datasource" "uid": "$datasource"
}, },
"expr": "sum by(container) (rate(container_fs_reads_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_bytes_total{job=\"kubelet\", metrics_path=~\".*/metrics/cadvisor\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))", "expr": "sum by(container) (rate(container_fs_reads_bytes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]) + rate(container_fs_writes_bytes_total{job=\"kubelet\", device=~\"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+\", container!=\"\", cluster=\"$cluster\", namespace=\"$namespace\", pod=\"$pod\"}[$__rate_interval]))",
"format": "table", "format": "table",
"instant": true, "instant": true,
"intervalFactor": 2, "intervalFactor": 2,
@@ -2483,4 +2483,4 @@
"uid": "6581e46e4e5c7ba40a07646395ef7b23", "uid": "6581e46e4e5c7ba40a07646395ef7b23",
"version": 1, "version": 1,
"weekStart": "" "weekStart": ""
} }
modules/workloads/infra/dashboards/workloads.json
+2006 -2006
View File
File diff suppressed because it is too large Load Diff
modules/workloads/infra/otel-config/templates/opentelemetrycollector.yaml
+1 -13
View File
@@ -3,7 +3,7 @@ kind: OpenTelemetryCollector
metadata: metadata:
name: adot name: adot
spec: spec:
image: public.ecr.aws/aws-observability/aws-otel-collector:v0.20.0 image: public.ecr.aws/aws-observability/aws-otel-collector:v0.21.0
mode: deployment mode: deployment
serviceAccount: adot-collector-kubeprometheus serviceAccount: adot-collector-kubeprometheus
config: | config: |
@@ -18,10 +18,6 @@ spec:
scrape_configs: scrape_configs:
- job_name: 'kubernetes-kubelet' - job_name: 'kubernetes-kubelet'
scheme: https scheme: https
tls_config:
ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
insecure_skip_verify: true
bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token
kubernetes_sd_configs: kubernetes_sd_configs:
- role: node - role: node
relabel_configs: relabel_configs:
@@ -35,10 +31,6 @@ spec:
replacement: /api/v1/nodes/$${1}/proxy/metrics replacement: /api/v1/nodes/$${1}/proxy/metrics
- job_name: 'kubelet' - job_name: 'kubelet'
scheme: https scheme: https
tls_config:
ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
insecure_skip_verify: true
bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token
kubernetes_sd_configs: kubernetes_sd_configs:
- role: node - role: node
relabel_configs: relabel_configs:
@@ -1562,10 +1554,6 @@ spec:
- job_name: 'node-exporter' - job_name: 'node-exporter'
kubernetes_sd_configs: kubernetes_sd_configs:
- role: endpoints - role: endpoints
tls_config:
ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
insecure_skip_verify: true
exporters: exporters:
prometheusremotewrite: prometheusremotewrite:
endpoint: {{ .Values.ampurl }} endpoint: {{ .Values.ampurl }}
modules/workloads/infra/rules.tf
+11 -11
View File
@@ -19,17 +19,17 @@ groups:
- record: :node_memory_MemAvailable_bytes:sum - record: :node_memory_MemAvailable_bytes:sum
expr: sum by(cluster) (node_memory_MemAvailable_bytes{job="node-exporter"} or (node_memory_Buffers_bytes{job="node-exporter"} + node_memory_Cached_bytes{job="node-exporter"} + node_memory_MemFree_bytes{job="node-exporter"} + node_memory_Slab_bytes{job="node-exporter"})) expr: sum by(cluster) (node_memory_MemAvailable_bytes{job="node-exporter"} or (node_memory_Buffers_bytes{job="node-exporter"} + node_memory_Cached_bytes{job="node-exporter"} + node_memory_MemFree_bytes{job="node-exporter"} + node_memory_Slab_bytes{job="node-exporter"}))
- record: cluster:node_cpu:ratio_rate5m - record: cluster:node_cpu:ratio_rate5m
expr: sum(rate(node_cpu_seconds_total{job="node-exporter",mode!="idle",mode!="iowait",mode!="steal"}[5m])) / count(sum by(cluster, instance, cpu) (node_cpu_seconds_total{job="node-exporter"})) expr: sum by (cluster) (rate(node_cpu_seconds_total{job="node-exporter",mode!="idle",mode!="iowait",mode!="steal"}[5m])) / count by (cluster) (sum by(cluster, instance, cpu) (node_cpu_seconds_total{job="node-exporter"}))
- record: node_quantile:kubelet_pleg_relist_duration_seconds:histogram_quantile - record: node_quantile:kubelet_pleg_relist_duration_seconds:histogram_quantile
expr: histogram_quantile(0.99, sum by(cluster, instance, le) (rate(kubelet_pleg_relist_duration_seconds_bucket[5m])) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet",metrics_path="/metrics"}) expr: histogram_quantile(0.99, sum by(cluster, instance, le) (rate(kubelet_pleg_relist_duration_seconds_bucket[5m])) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet"})
labels: labels:
quantile: 0.99 quantile: 0.99
- record: node_quantile:kubelet_pleg_relist_duration_seconds:histogram_quantile - record: node_quantile:kubelet_pleg_relist_duration_seconds:histogram_quantile
expr: histogram_quantile(0.9, sum by(cluster, instance, le) (rate(kubelet_pleg_relist_duration_seconds_bucket[5m])) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet",metrics_path="/metrics"}) expr: histogram_quantile(0.9, sum by(cluster, instance, le) (rate(kubelet_pleg_relist_duration_seconds_bucket[5m])) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet"})
labels: labels:
quantile: 0.9 quantile: 0.9
- record: node_quantile:kubelet_pleg_relist_duration_seconds:histogram_quantile - record: node_quantile:kubelet_pleg_relist_duration_seconds:histogram_quantile
expr: histogram_quantile(0.5, sum by(cluster, instance, le) (rate(kubelet_pleg_relist_duration_seconds_bucket[5m])) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet",metrics_path="/metrics"}) expr: histogram_quantile(0.5, sum by(cluster, instance, le) (rate(kubelet_pleg_relist_duration_seconds_bucket[5m])) * on(cluster, instance) group_left(node) kubelet_node_name{job="kubelet"})
labels: labels:
quantile: 0.5 quantile: 0.5
- record: instance:node_num_cpu:sum - record: instance:node_num_cpu:sum
@@ -43,9 +43,9 @@ groups:
- record: instance:node_vmstat_pgmajfault:rate5m - record: instance:node_vmstat_pgmajfault:rate5m
expr: rate(node_vmstat_pgmajfault{job="node-exporter"}[5m]) expr: rate(node_vmstat_pgmajfault{job="node-exporter"}[5m])
- record: instance_device:node_disk_io_time_seconds:rate5m - record: instance_device:node_disk_io_time_seconds:rate5m
expr: rate(node_disk_io_time_seconds_total{device=~"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+",job="node-exporter"}[5m]) expr: rate(node_disk_io_time_seconds_total{device=~"mmcblk.p.+|.*nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+",job="node-exporter"}[5m])
- record: instance_device:node_disk_io_time_weighted_seconds:rate5m - record: instance_device:node_disk_io_time_weighted_seconds:rate5m
expr: rate(node_disk_io_time_weighted_seconds_total{device=~"mmcblk.p.+|nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+",job="node-exporter"}[5m]) expr: rate(node_disk_io_time_weighted_seconds_total{device=~"mmcblk.p.+|.*nvme.+|rbd.+|sd.+|vd.+|xvd.+|dm-.+|dasd.+",job="node-exporter"}[5m])
- record: instance:node_network_receive_bytes_excluding_lo:rate5m - record: instance:node_network_receive_bytes_excluding_lo:rate5m
expr: sum without(device) (rate(node_network_receive_bytes_total{device!="lo",job="node-exporter"}[5m])) expr: sum without(device) (rate(node_network_receive_bytes_total{device!="lo",job="node-exporter"}[5m]))
- record: instance:node_network_transmit_bytes_excluding_lo:rate5m - record: instance:node_network_transmit_bytes_excluding_lo:rate5m
@@ -195,17 +195,17 @@ groups:
- record: cluster_verb_scope:apiserver_request_slo_duration_seconds_count:increase30d - record: cluster_verb_scope:apiserver_request_slo_duration_seconds_count:increase30d
expr: sum by(cluster, verb, scope) (avg_over_time(cluster_verb_scope:apiserver_request_slo_duration_seconds_count:increase1h[30d]) * 24 * 30) expr: sum by(cluster, verb, scope) (avg_over_time(cluster_verb_scope:apiserver_request_slo_duration_seconds_count:increase1h[30d]) * 24 * 30)
- record: node_namespace_pod_container:container_cpu_usage_seconds_total:sum_irate - record: node_namespace_pod_container:container_cpu_usage_seconds_total:sum_irate
expr: sum by(cluster, namespace, pod, container) (irate(container_cpu_usage_seconds_total{image!="",job="kubelet",metrics_path=~".*/metrics/cadvisor"}[5m])) * on(cluster, namespace, pod) group_left(node) topk by(cluster, namespace, pod) (1, max by(cluster, namespace, pod, node) (kube_pod_info{node!=""})) expr: sum by(cluster, namespace, pod, container) (irate(container_cpu_usage_seconds_total{image!="",job="kubelet"}[5m])) * on(cluster, namespace, pod) group_left(node) topk by(cluster, namespace, pod) (1, max by(cluster, namespace, pod, node) (kube_pod_info{node!=""}))
- record: node_namespace_pod_container:container_memory_working_set_bytes - record: node_namespace_pod_container:container_memory_working_set_bytes
expr: container_memory_working_set_bytes{image!="",job="kubelet",metrics_path=~".*/metrics/cadvisor"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""})) expr: container_memory_working_set_bytes{image!="",job="kubelet"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""}))
- record: node_namespace_pod_container:container_memory_rss - record: node_namespace_pod_container:container_memory_rss
expr: container_memory_rss{image!="",job="kubelet",metrics_path=~".*/metrics/cadvisor"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""})) expr: container_memory_rss{image!="",job="kubelet"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""}))
- name: infra-rules-04 - name: infra-rules-04
rules: rules:
- record: node_namespace_pod_container:container_memory_cache - record: node_namespace_pod_container:container_memory_cache
expr: container_memory_cache{image!="",job="kubelet",metrics_path=~".*/metrics/cadvisor"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""})) expr: container_memory_cache{image!="",job="kubelet"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""}))
- record: node_namespace_pod_container:container_memory_swap - record: node_namespace_pod_container:container_memory_swap
expr: container_memory_swap{image!="",job="kubelet",metrics_path=~".*/metrics/cadvisor"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""})) expr: container_memory_swap{image!="",job="kubelet"} * on(namespace, pod) group_left(node) topk by(namespace, pod) (1, max by(namespace, pod, node) (kube_pod_info{node!=""}))
- record: cluster:namespace:pod_memory:active:kube_pod_container_resource_requests - record: cluster:namespace:pod_memory:active:kube_pod_container_resource_requests
expr: kube_pod_container_resource_requests{job="kube-state-metrics",resource="memory"} * on(namespace, pod, cluster) group_left() max by(namespace, pod, cluster) ((kube_pod_status_phase{phase=~"Pending|Running"} == 1)) expr: kube_pod_container_resource_requests{job="kube-state-metrics",resource="memory"} * on(namespace, pod, cluster) group_left() max by(namespace, pod, cluster) ((kube_pod_status_phase{phase=~"Pending|Running"} == 1))
- record: namespace_memory:kube_pod_container_resource_requests:sum - record: namespace_memory:kube_pod_container_resource_requests:sum