From 51bf01a8fd16f41c714aa5725fa3105167742df8 Mon Sep 17 00:00:00 2001 From: Brad Stein Date: Tue, 27 Jan 2026 18:44:58 -0300 Subject: [PATCH] monitoring: keep idle label in gpu share --- scripts/dashboards_render_atlas.py | 2 +- services/monitoring/dashboards/atlas-gpu.json | 2 +- services/monitoring/dashboards/atlas-overview.json | 2 +- services/monitoring/grafana-dashboard-gpu.yaml | 2 +- services/monitoring/grafana-dashboard-overview.yaml | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/scripts/dashboards_render_atlas.py b/scripts/dashboards_render_atlas.py index 34ded89..445de94 100644 --- a/scripts/dashboards_render_atlas.py +++ b/scripts/dashboards_render_atlas.py @@ -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", "", "") * on() (' + total + " == bool 0)" + idle = 'label_replace(vector(100), "namespace", "idle", "", "") * scalar(' + total + " == bool 0)" return f"({share}) or ({idle})" diff --git a/services/monitoring/dashboards/atlas-gpu.json b/services/monitoring/dashboards/atlas-gpu.json index f6801aa..132f276 100644 --- a/services/monitoring/dashboards/atlas-gpu.json +++ b/services/monitoring/dashboards/atlas-gpu.json @@ -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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))", + "expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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}}" } diff --git a/services/monitoring/dashboards/atlas-overview.json b/services/monitoring/dashboards/atlas-overview.json index 1a507ec..b212c8c 100644 --- a/services/monitoring/dashboards/atlas-overview.json +++ b/services/monitoring/dashboards/atlas-overview.json @@ -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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))", + "expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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}}" } diff --git a/services/monitoring/grafana-dashboard-gpu.yaml b/services/monitoring/grafana-dashboard-gpu.yaml index dc1025b..55f63e8 100644 --- a/services/monitoring/grafana-dashboard-gpu.yaml +++ b/services/monitoring/grafana-dashboard-gpu.yaml @@ -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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))", + "expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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}}" } diff --git a/services/monitoring/grafana-dashboard-overview.yaml b/services/monitoring/grafana-dashboard-overview.yaml index ed63da0..a899002 100644 --- a/services/monitoring/grafana-dashboard-overview.yaml +++ b/services/monitoring/grafana-dashboard-overview.yaml @@ -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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))", + "expr": "(100 * (sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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}}" }