ray-project--ray/python/ray/autoscaler/aws/cloudwatch/example-cloudwatch-dashboard-config.json

[
   {
      "type":"explorer",
      "x":12,
      "y":18,
      "width":12,
      "height":6,
      "properties": {
        "metrics": [
           {
              "metricName": "CPUUtilization",
              "resourceType": "AWS::EC2::Instance",
              "stat": "Average"
           }
        ],
        "aggregateBy": {
                    "key": "*",
                    "func": "SUM"
        },
        "labels": [
            {
                "key": "cloudwatch-agent-installed",
                "value": "True"
            },
            {
                "key": "ray-cluster-name",
                "value": "{cluster_name}"
            }
        ],
        "widgetOptions": {
            "legend": {
                "position": "bottom"
            },
            "view": "timeSeries",
            "stacked": false,
            "rowsPerPage": 1,
            "widgetsPerRow": 1
        },
        "title":"Cluster CPU Utilization"
      }
   },
   {
      "type":"explorer",
      "x":0,
      "y":18,
      "width":12,
      "height":6,
      "properties": {
        "metrics": [
           {
              "metricName": "CPUUtilization",
              "resourceType": "AWS::EC2::Instance",
              "stat": "Average"
           }
        ],
        "aggregateBy": {
              "key": "*",
              "func": "AVG"
        },
        "labels": [
            {
                "key": "cloudwatch-agent-installed",
                "value": "True"
            },
            {
                "key": "ray-cluster-name",
                "value": "{cluster_name}"
            }
        ],
        "widgetOptions": {
            "legend": {
                "position": "bottom"
            },
            "view": "timeSeries",
            "stacked": false,
            "rowsPerPage": 1,
            "widgetsPerRow": 1
        },
        "title":"Single Node CPU Utilization (Avg and Max)"
      }
   },
   {
      "type":"metric",
      "x":12,
      "y":6,
      "width":12,
      "height":6,
      "properties":{
         "view":"timeSeries",
         "metrics":[
            [ { "expression": "SUM(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} processes_running', 'Average', 300))", "label": "cluster running process sum", "id": "e1" } ],
            [ { "expression": "SUM(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} processes_sleeping', 'Average', 300))", "label": "cluster sleeping process sum", "id": "e2" } ]
         ],
         "region":"{region}",
         "stat":"Average",
         "period":60,
         "title":"Cluster Processes"
      }
   },
   {
      "type":"metric",
      "x":0,
      "y":6,
      "width":12,
      "height":6,
      "properties":{
         "view":"timeSeries",
         "metrics":[
            [ { "expression": "AVG(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} processes_running', 'Average', 300))", "label": "cluster running process average", "id": "e3" } ],
            [ { "expression": "AVG(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} processes_sleeping', 'Average', 300))", "label": "cluster sleeping process average", "id": "e4" } ],
            [ { "expression": "MAX(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} processes_running', 'Average', 300))", "label": "cluster running process maximum", "id": "e5" } ],
            [ { "expression": "MAX(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} processes_sleeping', 'Average', 300))", "label": "cluster sleeping process maximum", "id": "e6" } ]
         ],
         "region":"{region}",
         "stat":"Average",
         "period":60,
         "title":"Single Node Processes (Avg and Max)"
      }
   },
   {
      "type":"metric",
      "x":12,
      "y":12,
      "width":12,
      "height":6,
      "properties":{
         "view":"timeSeries",
         "stacked":false,
         "metrics":[
            [ { "expression": "SUM(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} disk_used_percent', 'Average', 300))", "label": "cluster disk used percent sum", "id": "e7", "period": 300 } ]

         ],
         "region":"{region}",
         "title":"Cluster Disk Usage"
      }
   },
   {
      "type":"metric",
      "x":0,
      "y":12,
      "width":12,
      "height":6,
      "properties":{
         "view":"timeSeries",
         "stacked":false,
         "metrics":[
            [ { "expression": "AVG(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} disk_used_percent', 'Average', 300))", "id": "e8", "label": "cluster disk used percent average", "period": 300 } ],
            [ { "expression": "MAX(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} disk_used_percent', 'Maximum', 300))", "id": "e9", "label": "cluster disk used percent maximum", "period": 300 } ]

         ],
         "region":"{region}",
         "title":"Single Node Disk Usage (Avg and Max)"
      }
   },
   {
      "type":"metric",
      "x":12,
      "y":18,
      "width":12,
      "height":6,
      "properties": {
          "metrics": [
              [ { "expression": "SUM(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} mem_used_percent', 'Average', 300))", "id": "e10", "label": "cluster mem used percent sum", "period": 300 } ]

          ],
          "view": "timeSeries",
          "stacked": false,
          "region": "{region}",
          "stat": "Maximum",
          "period": 300,
          "start": "-PT2H",
          "end": "P0D",
          "title": "Cluster Memory Usage"
      }
   },
   {
      "type":"metric",
      "x":0,
      "y":18,
      "width":12,
      "height":6,
      "properties": {
          "metrics": [
              [ { "expression": "AVG(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} mem_used_percent', 'Average', 300))", "id": "e11", "label": "cluster mem used percent average", "period": 300 } ],
              [ { "expression": "MAX(SEARCH('{{cluster_name}-ray-CWAgent,InstanceId} mem_used_percent', 'Maximum', 300))", "id": "e12", "label": "cluster mem used percent maximum", "period": 300 } ]
          ],
          "view": "timeSeries",
          "stacked": false,
          "region": "{region}",
          "stat": "Maximum",
          "period": 300,
          "start": "-PT2H",
          "end": "P0D",
          "title": "Single Node Memory Usage (Avg and Max)"
      }
   },
   {
      "height": 6,
      "width": 12,
      "y": 0,
      "x": 0,
      "type": "metric",
      "properties": {
          "metrics": [
              [ { "expression": "SUM(SEARCH('{{cluster_name}-ray-prometheus,instance} ray_node_cpu_count', 'Maximum', 300))", "label": "cluster cpu sum", "id": "e13" } ]
          ],
          "view": "timeSeries",
          "stacked": false,
          "region": "{region}",
          "stat": "Maximum",
          "period": 300,
          "start": "-PT2H",
          "end": "P0D",
          "title": "Cluster CPUs"
      }
   },
   {
      "height": 6,
      "width": 12,
      "y": 0,
      "x": 12,
      "type": "metric",
      "properties": {
          "metrics": [
              [ { "expression": "SUM(SEARCH('{{cluster_name}-ray-prometheus,instance} object_store_available_memory', 'Average', 300))", "label": "cluster object store available memory sum", "id": "e14" } ]
          ],
          "view": "timeSeries",
          "stacked": false,
          "region": "{region}",
          "stat": "Maximum",
          "period": 300,
          "start": "-PT2H",
          "end": "P0D",
          "title": "Cluster Object Store Available Memory"
      }
   }
]