The following examples showcase common practices for configuring custom dashboards and widgets. Let this be the starting point to ensure you are effectively monitoring your system-wide infrastructure data.

After insturmenting one of the Middleware Infrastructure Agent and APM packages, default dashboards relating to that data will automatically populate in your Dashboard Builder landing page. The following are examples of custom widgets that your team could create.

​
Kubernetes Example Widgets

Select system.cpu.utilization as your primary metric, choose the Average By filter and aggregate by the sum of all host.name. Filter the above query such that is.k8s.node = yes

To use the Kubernetes Widgets, import the following .json file into the Dashboard Builder:

JSON
{"builderViewOptions":{"report":{"reportName":"K8s Examples","reportId":44120,"reportKey":"k8s_examples__dont_delete_"},"extraActions":[]},"widgets":[{"config":[{"account_id":"","columns":["min(k8s.pod.phase,value(min))"],"distinct":false,"filter":null,"granularity":null,"group_by":null,"is_pre_flight":false,"join_with":null,"limit":null,"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.pod"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.pod.name"],"value_len":false}]}],"label":"Pod Phase","layout":{"_scope_id":1073355,"h":9,"w":6,"x":0,"y":0,"resizeHandles":["se"]},"widgetAppId":1,"key":"untitled_39o1xsh41zh"},{"config":[{"type":0,"schema":"","account_id":"","is_pre_flight":false,"distinct":false,"with":[{"key":"SELECT_DATA_BY","value":["k8s.pod.name"],"value_len":false,"swap_as":false,"is_arg":true,"is_p_arg":false}],"preflights":null,"response_type":0,"top":0,"columns":["avg(k8s.container.ready,value(avg))"],"source":{"name":"k8s.container","dataset":null,"final":false,"alias":""},"granularity":null,"join_with":null,"union":null,"filter":null,"group_by":null,"order_by":null,"limit":null,"options":null,"meta_data":null,"settings":null}],"label":"Container Ready","layout":{"_scope_id":1077491,"h":9,"w":6,"x":6,"y":0,"resizeHandles":["se"]},"widgetAppId":1,"key":"container_ready_rrvc4cw9gzd"},{"config":[{"type":0,"schema":"","account_id":"","is_pre_flight":false,"distinct":false,"with":[{"key":"ATTRIBUTE_FILTER","value":{"k8s.deployment.name":{"=":"dndemo-deployment"}},"value_len":false,"swap_as":false,"is_arg":true,"is_p_arg":false},{"key":"SELECT_DATA_BY","value":[],"value_len":false,"swap_as":false,"is_arg":true,"is_p_arg":false}],"preflights":null,"response_type":0,"top":0,"columns":["any(k8s.pod.name)"],"source":{"name":"k8s.pod","dataset":null,"final":false,"alias":""},"granularity":null,"join_with":null,"union":null,"filter":null,"group_by":null,"order_by":null,"limit":null,"options":null,"meta_data":null,"settings":null},{"type":0,"schema":"","account_id":"","is_pre_flight":false,"distinct":false,"with":[{"key":"ATTRIBUTE_FILTER","value":{"k8s.deployment.name":{"=":"dndemo-deployment"}},"value_len":false,"swap_as":false,"is_arg":true,"is_p_arg":false},{"key":"SELECT_DATA_BY","value":[],"value_len":false,"swap_as":false,"is_arg":true,"is_p_arg":false}],"preflights":null,"response_type":0,"top":0,"columns":["min(k8s.pod.phase,value(min))"],"source":{"name":"k8s.pod","dataset":null,"final":false,"alias":""},"granularity":null,"join_with":null,"union":null,"filter":null,"group_by":null,"order_by":null,"limit":null,"options":null,"meta_data":null,"settings":null}],"label":"Pod Phase | Same Deployment","layout":{"_scope_id":1077505,"h":8,"w":6,"x":6,"y":9,"resizeHandles":["se"]},"widgetAppId":5,"key":"pod_phase___same_deployment_84vae4p36zn"},{"config":[{"account_id":"","columns":["avg(system.cpu.utilization,value(sum))"],"distinct":false,"filter":null,"granularity":null,"group_by":null,"is_pre_flight":false,"join_with":null,"limit":null,"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"host"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["host.name"],"value_len":false},{"is_arg":true,"is_p_arg":false,"key":"ATTRIBUTE_FILTER","swap_as":false,"value":{"is.k8s.node":{"=":"yes"}},"value_len":false}]}],"label":"Node CPU %","layout":{"_scope_id":1203808,"h":8,"w":6,"x":0,"y":27,"resizeHandles":["se"]},"widgetAppId":1,"key":"node_cpu___test_i0pca8w55c9"},{"config":[{"type":0,"schema":"","account_id":"","is_pre_flight":false,"distinct":false,"with":[{"key":"SELECT_DATA_BY","value":["k8s.pod.name"],"value_len":false,"swap_as":false,"is_arg":true,"is_p_arg":false},{"key":"ATTRIBUTE_FILTER","value":{"k8s.deployment.name":{"=":"dndemo-deployment"}},"value_len":false,"swap_as":false,"is_arg":true,"is_p_arg":false}],"preflights":null,"response_type":0,"top":0,"columns":["avg(k8s.pod.cpu.utilization,value(avg))"],"source":{"name":"k8s.pod","dataset":null,"final":false,"alias":""},"granularity":null,"join_with":null,"union":null,"filter":null,"group_by":null,"order_by":null,"limit":null,"options":null,"meta_data":null,"settings":null}],"label":"Pod CPU | Same Deployment","layout":{"_scope_id":1203819,"h":8,"w":6,"x":0,"y":19,"resizeHandles":["se"]},"widgetAppId":1,"key":"pod_cpu___same_deployment_5bvgkx56vn8"},{"config":[{"columns":["avg(total_logs,value(count))"],"source":{"alias":"","dataset_id":0,"name":"log"},"with":[{"is_arg":true,"key":"ATTRIBUTE_FILTER","value":{"k8s.event.reason":{"=":"Killing"}}},{"is_arg":true,"key":"SELECT_DATA_BY","value":["host.name"]}]}],"label":"K8s Pods Killed","layout":{"_scope_id":1238209,"h":4,"w":6,"x":0,"y":15,"resizeHandles":["se"]},"widgetAppId":1,"key":"k8s_pods_killed_2rolisxtlmn"},{"config":[{"columns":["any(k8s.event.name)"],"source":{"alias":"","dataset_id":0,"name":"log"},"with":[{"is_arg":true,"key":"SELECT_DATA_BY","value":["k8s.event.reason"]},{"is_arg":true,"key":"ATTRIBUTE_FILTER","value":{"k8s.event.reason":{"=":"Killing"}}}]}],"label":"Untitled","layout":{"_scope_id":1238210,"h":6,"w":6,"x":0,"y":9,"resizeHandles":["se"]},"widgetAppId":5,"key":"untitled_fkpqzj22wao"}]}

​
Container Example Widgets

Choose the Query Value chart type, select k8s.container.name as your primary metric and choose the Unique By filter to display the count of all active containers:

To use the Container Widgets, import the following .json file into the Dashboard Builder:

JSON
{"builderViewOptions":{"report":{"reportName":"Container Monitoring Example","reportId":46462,"reportKey":"container_monitoring_example"},"extraActions":[]},"widgets":[{"config":[{"account_id":"","columns":["k8s.container.memory_request"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false}]}],"label":"Memory Request by Container (Bytes)","layout":{"_scope_id":1227168,"h":5,"w":4,"x":0,"y":0,"resizeHandles":["se"]},"widgetAppId":1,"key":"k8s_default__memory_request_by_container__containersja0ohmyb05s"},{"config":[{"account_id":"","columns":["uniq(k8s.container.name)"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":[],"value_len":false}]}],"label":"Containers","layout":{"_scope_id":1227169,"h":5,"w":4,"x":8,"y":10,"resizeHandles":["se"]},"widgetAppId":12,"key":"k8s_default__containers__containers67ren8gfj7v"},{"config":[{"account_id":"","columns":["max(k8s.container.memory_limit)"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false}]}],"label":"Memory Limit by Container","layout":{"_scope_id":1227170,"h":5,"w":4,"x":4,"y":10,"resizeHandles":["se"]},"widgetAppId":5,"key":"k8s_default__memory_limit_by_container__containersi1km077iatn"},{"config":[{"account_id":"","columns":["k8s.container.restarts"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false}]}],"label":"Container Restarts","layout":{"_scope_id":1227171,"h":5,"w":4,"x":8,"y":5,"resizeHandles":["se"]},"widgetAppId":1,"key":"k8s_default__container_restarts_by_pod__containerst9xqxkuw0sr"},{"config":[{"account_id":"","columns":["container.memory.usage"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false}]}],"label":"Memory Usage by Container (Bytes)","layout":{"_scope_id":1227172,"h":5,"w":4,"x":0,"y":5,"resizeHandles":["se"]},"widgetAppId":1,"key":"k8s_default__memory_usage_by_container__containersczj3w36phy"},{"config":[{"account_id":"","columns":["max(k8s.container.cpu_limit)"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false}]}],"label":"CPU Limit by Container","layout":{"_scope_id":1227173,"h":5,"w":4,"x":4,"y":5,"resizeHandles":["se"]},"widgetAppId":5,"key":"k8s_default__cpu_limit_by_container__containers41n78ogc5sy"},{"config":[{"account_id":"","columns":["sum(k8s.container.restarts,value(avg))"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false},{"is_arg":true,"is_p_arg":false,"key":"ATTRIBUTE_FILTER","swap_as":false,"value":{"k8s.container.restarts":{">=":"1"}},"value_len":false}]}],"label":"Container Restarted","layout":{"_scope_id":1227174,"h":5,"w":4,"x":0,"y":10,"resizeHandles":["se"]},"widgetAppId":3,"key":"k8s_default__containers_states__containers7asg0nck8pn"},{"config":[{"account_id":"","columns":["k8s.container.cpu_request"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false}]}],"label":"CPU Request by Container","layout":{"_scope_id":1227175,"h":5,"w":4,"x":4,"y":0,"resizeHandles":["se"]},"widgetAppId":1,"key":"k8s_default__cpu_request_by_container__containers2vbbhf98dgm"},{"config":[{"account_id":"","columns":["container.cpu.utilization"],"distinct":false,"filter":null,"granularity":{"column":"","filter_required":true,"ingest_interval":0,"is_cte":false,"is_dttm":true,"is_in_range":false,"is_sudo":false,"is_tuple_range":false,"modifier_end":"","modifier_start":"","type":"","value":0},"group_by":null,"is_pre_flight":false,"join_with":null,"limit":{"n":10},"meta_data":null,"options":null,"order_by":null,"preflights":null,"response_type":0,"schema":"","settings":null,"source":{"alias":"","dataset":null,"final":false,"name":"k8s.container"},"top":0,"type":0,"union":null,"with":[{"is_arg":true,"is_p_arg":false,"key":"SELECT_DATA_BY","swap_as":false,"value":["k8s.container.name"],"value_len":false}]}],"label":"CPU Usage by Container (Cores)","layout":{"_scope_id":1227176,"h":5,"w":4,"x":8,"y":0,"resizeHandles":["se"]},"widgetAppId":1,"key":"k8s_default__cpu_usage_by_container__containerszmtgyfg639g"},{"config":[{"columns":["sum(app.ads.ad_requests,value(avg))"],"source":{"alias":"","dataset_id":0,"name":"runtime.metrics.java"},"with":[{"is_arg":true,"key":"SELECT_DATA_BY","value":["host.id"]}]}],"label":"Untitled","layout":{"_scope_id":1238236,"h":6,"w":8,"x":0,"y":15,"resizeHandles":["se"]},"widgetAppId":1,"key":"untitled_nu3dfu0w7w"}]}

​
Metrics Example Widgets

Select connections.active as your primary metric, choose the Maximum By filter and aggregate by the average of all connections.active.hostname

These Widgets were created by sending the following JSON through Postman:

You may need to adjust the format depending on how you are sending requests.
.json
{
	"info": {
		"_postman_id": "fa8bf8f1-5f53-4989-8fe8-af01e24b531e",
		"name": "MW Data Ingestion API",
		"schema": "https://schema.getpostman.com/json/collection/v2.0.0/collection.json",
		"_exporter_id": "30495621",
		"_collection_link": "https://cloudy-astronaut-491050.postman.co/workspace/New-Team-Workspace~44e7a2d0-d301-4800-97eb-28b756f9175c/collection/30495621-fa8bf8f1-5f53-4989-8fe8-af01e24b531e?action=share&source=collection_link&creator=30495621"
	},
	"item": [
		{
			"name": "Custom Metrics",
			"request": {
				"method": "POST",
				"header": [
					{
						"key": "Content-Type",
						"value": "application/json",
						"type": "text"
					},
					{
						"key": "Accept",
						"value": "application/json",
						"type": "text"
					}
				],
				"body": {
					"mode": "raw",
					"raw": "{\n    \"resource_metrics\": [\n        {\n            \"resource\": {\n                \"attributes\": [\n                    {\n                        \"key\": \"mw.account_key\",\n                        \"value\": {\n                            \"string_value\": \"5xrocjh0p5ir233mvi34dvl5bepnyqri3rqb\"\n                        }\n                    },\n                    {\n                        \"key\": \"mw.resource_type\",\n                        \"value\": {\n                            \"string_value\": \"custom\"\n                        }\n                    }\n                ]\n            },\n            \"scope_metrics\": [\n                {\n                    \"metrics\": [\n                        {\n                            \"name\": \"uploads.count\",\n                            \"unit\": \"1\",\n                            \"description\": \"Count of user uploads\",\n                            \"sum\": {\n                                \"aggregationTemporality\": 2,\n                                \"isMonotonic\": true,\n                                \"dataPoints\": [\n                                    {\n                                        \"asInt\": 5,\n                                        \"startTimeUnixNano\": 1711559739191393000,\n                                        \"timeUnixNano\": 1711559739191393000,\n                                        \"attributes\": [\n                                            {\n                                                \"key\": \"uploads.count.user_email\",\n                                                \"value\": {\n                                                    \"stringValue\": \"[email protected]\"\n                                                }\n                                            }\n                                        ]\n                                    }\n                                ]\n                            }\n                        },\n                        {\n                            \"name\": \"connections.active\",\n                            \"unit\": \"1\",\n                            \"description\": \"Number of active connections\",\n                            \"gauge\": {\n                                \"dataPoints\": [\n                                    {\n                                        \"asInt\": 215,\n                                        \"timeUnixNano\": 1711559739191393000,\n                                        \"attributes\": [\n                                            {\n                                                \"key\": \"connections.active.hostname\",\n                                                \"value\": {\n                                                    \"stringValue\": \"vm-prod-2\"\n                                                }\n                                            }\n                                        ]\n                                    }\n                                ]\n                            }\n                        },\n                        {\n                            \"name\": \"downloads.speeds\",\n                            \"unit\": \"By\",\n                            \"description\": \"Download speeds of users in a particular region\",\n                            \"histogram\": {\n                                \"aggregationTemporality\": 2,\n                                \"dataPoints\": [\n                                    {\n                                        \"startTimeUnixNano\": 1711559739191393000,\n                                        \"timeUnixNano\": 1711559739191393000,\n                                        \"count\": 6,\n                                        \"sum\": 258,\n                                        \"bucketCounts\": [\n                                            1,\n                                            1,\n                                            1,\n                                            1,\n                                            0,\n                                            0,\n                                            0,\n                                            0,\n                                            1,\n                                            1\n                                        ],\n                                        \"explicitBounds\": [\n                                            0,\n                                            10,\n                                            20,\n                                            30,\n                                            40,\n                                            50,\n                                            60,\n                                            70,\n                                            80,\n                                            90,\n                                            100\n                                        ],\n                                        \"min\": 0,\n                                        \"max\": 98,\n                                        \"attributes\": [\n                                            {\n                                                \"key\": \"region\",\n                                                \"value\": {\n                                                    \"stringValue\": \"us-west\"\n                                                }\n                                            }\n                                        ]\n                                    }\n                                ]\n                            }\n                        }\n                    ]\n                }\n            ]\n        }\n    ]\n}",
					"options": {
						"raw": {
							"language": "json"
						}
					}
				},
				"url": "https://sandbox.middleware.io/v1/metrics"
			},
			"response": []
		},
		{
			"name": "Custom Logs",
			"request": {
				"method": "POST",
				"header": [
					{
						"key": "Accept",
						"value": "application/json",
						"type": "text"
					},
					{
						"key": "Content-Type",
						"value": "application/json",
						"type": "text"
					}
				],
				"body": {
					"mode": "raw",
					"raw": "{\n    \"resource_logs\": [\n        {\n            \"resource\": {\n                \"attributes\": [\n                    {\n                        \"key\": \"mw.account_key\",\n                        \"value\": {\n                            \"string_value\": \"5xrocjh0p5ir233mvi34dvl5bepnyqri3rqb\"\n                        }\n                    },\n                    {\n                        \"key\": \"mw.resource_type\",\n                        \"value\": {\n                            \"string_value\": \"custom\"\n                        }\n                    },\n                    {\n                        \"key\": \"service_name\",\n                        \"value\": {\n                            \"string_value\": \"nginx-123\"\n                        }\n                    }\n                ]\n            },\n            \"scope_logs\": [\n                {\n                    \"log_records\": [\n                        {\n                            \"severity_text\": \"WARN\",\n                            \"body\": {\n                                \"string_value\": \"{\\\"hello\\\":\\\"world\\\"}\"\n                            },\n                            \"attributes\": [\n                                {\n                                    \"key\": \"server\",\n                                    \"value\": {\n                                        \"string_value\": \"nginx\"\n                                    }\n                                }\n                            ],\n                            \"time_unix_nano\": \"1711071266178191000\"\n                        }\n                    ]\n                }\n            ]\n        }\n    ]\n}",
					"options": {
						"raw": {
							"language": "json"
						}
					}
				},
				"url": "https://sandbox.middleware.io:443/v1/logs"
			},
			"response": []
		}
	],
	"event": [
		{
			"listen": "prerequest",
			"script": {
				"type": "text/javascript",
				"exec": [
					""
				]
			}
		},
		{
			"listen": "test",
			"script": {
				"type": "text/javascript",
				"exec": [
					""
				]
			}
		}
	],
	"variable": [
		{
			"key": "UID",
			"value": "<uid>"
		},
		{
			"key": "mw_key",
			"value": "<mw_key>",
			"type": "string"
		}
	]
}
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