bstein/titan-iac
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

monitoring: fix gpu idle share

Browse Source
This commit is contained in:
Brad Stein 2026-01-27 17:51:13 -03:00
parent 5f32dff73b
commit 1b04e6cb00
5 changed files with 5 additions and 5 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

2
scripts/dashboards_render_atlas.py
View File

@ -266,7 +266,7 @@ def namespace_gpu_share_expr(scope_var):
usage = namespace_gpu_usage_instant(scope_var)
total = f"(sum({usage}) or on() vector(0))"
share = f"100 * ({usage}) / clamp_min({total}, 1)"
idle = 'label_replace(vector(100), "namespace", "idle", "", "") and on() (' + total + " == 0)"
idle = 'label_replace(vector(100), "namespace", "idle", "", "") * on() (' + total + " == bool 0)"
return f"({share}) or ({idle})"

2
services/monitoring/dashboards/atlas-gpu.json
View File

@ -20,7 +20,7 @@
},
"targets": [
{
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") and on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == 0))",
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
"refId": "A",
"legendFormat": "{{namespace}}"
}

2
services/monitoring/dashboards/atlas-overview.json
View File

@ -1901,7 +1901,7 @@
},
"targets": [
{
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") and on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == 0))",
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
"refId": "A",
"legendFormat": "{{namespace}}"
}

2
services/monitoring/grafana-dashboard-gpu.yaml
View File

@ -29,7 +29,7 @@ data:
},
"targets": [
{
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") and on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == 0))",
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
"refId": "A",
"legendFormat": "{{namespace}}"
}

2
services/monitoring/grafana-dashboard-overview.yaml
View File

@ -1910,7 +1910,7 @@ data:
},
"targets": [
{
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") and on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == 0))",
"expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) / clamp_min((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * on() ((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$namespace_scope_gpu}) by (namespace), \"source\", \"dcgm\", \"\", \"\") or label_replace(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
"refId": "A",
"legendFormat": "{{namespace}}"
}