monitoring: unify gpu namespace usage

scripts/dashboards_render_atlas.py

@@ -208,32 +208,53 @@ def namespace_ram_raw(scope_var):
 
 
 def namespace_gpu_usage_instant(scope_var):
-    dcgm = f"sum(DCGM_FI_DEV_GPU_UTIL{{{namespace_gpu_selector(scope_var)}}}) by (namespace)"
+    return gpu_usage_by_namespace(scope_var)
-    jetson = jetson_gpu_usage_by_namespace(scope_var)
-    merged = (
-        f'label_replace({dcgm}, "source", "dcgm", "", "") '
-        f'or label_replace({jetson}, "source", "jetson", "", "")'
-    )
-    return f"sum by (namespace) ({merged})"
 
 
 def jetson_gpu_util_by_node():
     return 'max by (node) (jetson_gr3d_freq_percent{node!=""})'
 
 
-def jetson_gpu_util_by_hostname():
+def dcgm_gpu_util_by_node():
+    dcgm_pod = 'label_replace(DCGM_FI_DEV_GPU_UTIL, "pod", "$1", "Hostname", "(.*)")'
+    dcgm_ns = 'label_replace(' + dcgm_pod + ', "namespace", "monitoring", "", "")'
     return (
-        'label_replace(max by (node) (jetson_gr3d_freq_percent{node!=""}), '
+        "avg by (node) ("
-        '"Hostname", "$1", "node", "(.*)")'
+        f"{dcgm_ns} * on(namespace,pod) group_left(node) "
+        'kube_pod_info{namespace="monitoring"}'
+        ")"
     )
 
 
-def jetson_gpu_requests(scope_var):
+def gpu_util_by_node():
+    return f"{dcgm_gpu_util_by_node()} or {jetson_gpu_util_by_node()}"
+
+
+def gpu_util_by_hostname():
+    return 'label_replace(' + gpu_util_by_node() + ', "Hostname", "$1", "node", "(.*)")'
+
+
+def gpu_node_labels():
+    return 'kube_node_labels{label_accelerator=~".+"} or kube_node_labels{label_jetson="true"}'
+
+
+def gpu_requests_by_namespace_node(scope_var):
     return (
         "sum by (namespace,node) ("
         f'kube_pod_container_resource_requests{{resource=~"nvidia.com/gpu.*",{scope_var}}} '
         "* on(namespace,pod) group_left(node) kube_pod_info "
-        '* on(node) group_left(label_jetson) kube_node_labels{label_jetson="true"}'
+        f"* on(node) group_left() {gpu_node_labels()}"
+        ")"
+    )
+
+
+def gpu_usage_by_namespace(scope_var):
+    requests_by_ns = gpu_requests_by_namespace_node(scope_var)
+    total_by_node = f"sum by (node) ({requests_by_ns})"
+    return (
+        "sum by (namespace) ("
+        f"({requests_by_ns}) / clamp_min({total_by_node}, 1) "
+        f"* on(node) group_left() {gpu_util_by_node()}"
         ")"
     )
 
@@ -2695,7 +2716,7 @@ def build_gpu_dashboard():
         timeseries_panel(
             3,
             "GPU Util by Node",
-            f'(sum by (Hostname) (DCGM_FI_DEV_GPU_UTIL{{pod!=""}})) or ({jetson_gpu_util_by_hostname()})',
+            gpu_util_by_hostname(),
             {"h": 8, "w": 12, "x": 0, "y": 8},
             unit="percent",
             legend="{{Hostname}}",

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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
+          "expr": "(100 * (sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) / clamp_min((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)) == bool 0))",
           "refId": "A",
           "legendFormat": "{{namespace}}"
         }
@@ -89,7 +89,7 @@
       },
       "targets": [
         {
-          "expr": "sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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\", \"\", \"\"))",
+          "expr": "sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))",
           "refId": "A",
           "legendFormat": "{{namespace}}"
         }
@@ -126,7 +126,7 @@
       },
       "targets": [
         {
-          "expr": "(sum by (Hostname) (DCGM_FI_DEV_GPU_UTIL{pod!=\"\"})) or (label_replace(max by (node) (jetson_gr3d_freq_percent{node!=\"\"}), \"Hostname\", \"$1\", \"node\", \"(.*)\"))",
+          "expr": "label_replace(avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}), \"Hostname\", \"$1\", \"node\", \"(.*)\")",
           "refId": "A",
           "legendFormat": "{{Hostname}}"
         }

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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
+          "expr": "(100 * (sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) / clamp_min((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)) == bool 0))",
           "refId": "A",
           "legendFormat": "{{namespace}}"
         }

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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
+              "expr": "(100 * (sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) / clamp_min((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)) == bool 0))",
               "refId": "A",
               "legendFormat": "{{namespace}}"
             }
@@ -98,7 +98,7 @@ data:
           },
           "targets": [
             {
-              "expr": "sum by (namespace) (label_replace(sum(DCGM_FI_DEV_GPU_UTIL{namespace!=\"\",pod!=\"\",$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\", \"\", \"\"))",
+              "expr": "sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})) / clamp_min(sum by (node) (sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))",
               "refId": "A",
               "legendFormat": "{{namespace}}"
             }
@@ -135,7 +135,7 @@ data:
           },
           "targets": [
             {
-              "expr": "(sum by (Hostname) (DCGM_FI_DEV_GPU_UTIL{pod!=\"\"})) or (label_replace(max by (node) (jetson_gr3d_freq_percent{node!=\"\"}), \"Hostname\", \"$1\", \"node\", \"(.*)\"))",
+              "expr": "label_replace(avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}), \"Hostname\", \"$1\", \"node\", \"(.*)\")",
               "refId": "A",
               "legendFormat": "{{Hostname}}"
             }

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\", \"\", \"\") * 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.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left(label_jetson) kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() max by (node) (jetson_gr3d_freq_percent{node!=\"\"})), \"source\", \"jetson\", \"\", \"\"))) or on() vector(0)) == bool 0))",
+              "expr": "(100 * (sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) / clamp_min((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)), 1)) or (label_replace(vector(100), \"namespace\", \"idle\", \"\", \"\") * scalar((sum(sum by (namespace) ((sum by (namespace,node) (kube_pod_container_resource_requests{resource=~\"nvidia.com/gpu.*\",$namespace_scope_gpu} * on(namespace,pod) group_left(node) kube_pod_info * on(node) group_left() kube_node_labels{label_accelerator=~\".+\"} or 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() kube_node_labels{label_accelerator=~\".+\"} or kube_node_labels{label_jetson=\"true\"})), 1) * on(node) group_left() avg by (node) (label_replace(label_replace(DCGM_FI_DEV_GPU_UTIL, \"pod\", \"$1\", \"Hostname\", \"(.*)\"), \"namespace\", \"monitoring\", \"\", \"\") * on(namespace,pod) group_left(node) kube_pod_info{namespace=\"monitoring\"}) or max by (node) (jetson_gr3d_freq_percent{node!=\"\"}))) or on() vector(0)) == bool 0))",
               "refId": "A",
               "legendFormat": "{{namespace}}"
             }