Docker Swarm Service and Container Metrics
Docker swarm services and container metrics via Google Cadvisor
Grafana dashboard for Prometheus collected metrics from Google Cadvisor container. Contains most wanted swarm metrics for all containers like CPU usage, Memory Usage, Network Traffic and Disk IO values for swarm services and application containers.

Cadvisor deployment manifest:
version: '3.9'

networks:
  cadvisor:
    external: true
    name: "host"

x-placement-conditions: &placement-conditions
  constraints: [ node.platform.os == linux ]

x-update-conditions: &update-conditions
  order: start-first
  delay: 60s
  parallelism: 1

x-restart-conditions: &restart-conditions
  condition: any
  delay: 5s

x-health-timings: &health-timings
  interval: 5s
  timeout: 1s
  start_period: 60s
  retries: 3

services:
  cadvisor:
    image: gcr.io/cadvisor/cadvisor:v0.45.0
    volumes:
    - /:/rootfs:ro
    - /var/run:/var/run:rw
    - /sys:/sys:ro
    - /var/lib/docker/:/var/lib/docker:ro
    networks:
      - cadvisor
    healthcheck:
      test: nc -vz 127.0.0.1 8080 || exit 1
      <<: *health-timings
    command:
      - "--housekeeping_interval=10s"
      - "--docker_only=true"
    deploy:
      <<: *update-conditions
      restart_policy:
        <<: *restart-conditions
        condition: any
        delay: 5s
      mode: replicated
      replicas: 1
      placement:
        <<: placement-conditions
      resources:
        limits:
          cpus: '1'
          memory: '1G'

Grafana and prometheus deployment manifest:
version: "3.9"

networks:
  metrics:
    external: true
    name: "host"

x-placement-conditions: &placement-conditions
  constraints: [ node.platform.os == linux ]

x-update-conditions: &update-conditions
  order: start-first
  delay: 60s
  parallelism: 1

x-restart-conditions: &restart-conditions
  condition: any
  delay: 5s

x-health-timings: &health-timings
  interval: 5s
  timeout: 1s
  start_period: 60s
  retries: 3

services:
  grafana:
    image: grafana/grafana:9.1.4
    networks:
      - metrics
    healthcheck:
      test: nc -vz 127.0.0.1 3000 || exit 1
      <<: *health-timings
    volumes:
      - /var/lib/grafana/grafana.db:/var/lib/grafana/grafana.db
      - /var/lib/grafana/grafana.ini:/etc/grafana/grafana.ini
    deploy:
      <<: *update-conditions
      restart_policy:
        <<: *restart-conditions
      mode: replicated
      replicas: 1
      placement:
        <<: *placement-conditions
      resources:
        limits:
          cpus: '1'
          memory: '1G'

  prometheus:
    image: prom/prometheus:v2.38.0
    command:
      - '--config.file=/etc/prometheus/prometheus.yml'
      - '--storage.tsdb.path=/prometheus'
      - '--web.console.libraries=/etc/prometheus/console_libraries'
      - '--web.console.templates=/etc/prometheus/consoles'
      - '--storage.tsdb.retention.time=31d'
      #- '--web.enable-lifecycle'
      #- '--web.enable-admin-api'
    environment:
      STORAGE_RETENTION: "--storage.tsdb.retention.time=93d"
    networks:
      - metrics
    volumes:
      - /var/lib/prometheus/config.yml:/etc/prometheus/prometheus.yml
      - /var/lib/prometheus/data:/prometheus
    healthcheck:
      test: nc -vz 127.0.0.1 9090 || exit 1
      <<: *health-timings
    deploy:
      <<: *update-conditions
      restart_policy:
        <<: *restart-conditions
      mode: replicated
      replicas: 1
      placement:
        <<: *placement-conditions
      resources:
        limits:
          cpus: '4'
          memory: '4G'

Prometheus scrape config:
scrape_configs:
  - job_name: "Docker"
    scheme: http
    relabel_configs:
      - source_labels: [__address__]
        target_label: instance
        regex: '([^:]+)(:[0-9]+)?'
        replacement: '${1}'
    static_configs:
      - targets:
        - your.docker.server.with.cadvisor.host:8080
{
  "__inputs": [
    {
      "name": "DS_PROMETHEUS",
      "label": "Prometheus",
      "description": "Prometheus Cadvisor",
      "type": "datasource",
      "pluginId": "prometheus",
      "pluginName": "Prometheus"
    }
  ],
  "__elements": {},
  "__requires": [
    {
      "type": "grafana",
      "id": "grafana",
      "name": "Grafana",
      "version": "9.1.4"
    },
    {
      "type": "datasource",
      "id": "prometheus",
      "name": "Prometheus",
      "version": "1.0.0"
    },
    {
      "type": "panel",
      "id": "timeseries",
      "name": "Time series",
      "version": ""
    }
  ],
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": {
          "type": "grafana",
          "uid": "-- Grafana --"
        },
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "target": {
          "limit": 100,
          "matchAny": false,
          "tags": [],
          "type": "dashboard"
        },
        "type": "dashboard"
      }
    ]
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": null,
  "links": [],
  "liveNow": false,
  "panels": [
    {
      "collapsed": false,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 0
      },
      "id": 20,
      "panels": [],
      "title": "Service stats",
      "type": "row"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 1
      },
      "id": 6,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "right",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(irate(container_cpu_usage_seconds_total{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\"}[$__rate_interval])) by (container_label_com_docker_swarm_service_name) * 100 ",
          "legendFormat": "{{container_label_com_docker_swarm_service_name}}",
          "range": true,
          "refId": "A"
        }
      ],
      "title": "CPU Usage by service per core",
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "bytes"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 9
      },
      "id": 12,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "right",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum (container_memory_working_set_bytes{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\"}) by (container_label_com_docker_swarm_service_name) ",
          "legendFormat": "__auto",
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Memory usage by service",
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "Bps"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 24,
        "x": 0,
        "y": 17
      },
      "id": 14,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "right",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(rate(container_network_receive_bytes_total{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\"}\r\n[$__rate_interval])) by (container_label_com_docker_swarm_service_name)",
          "legendFormat": "rx {{container_label_com_docker_swarm_service_name}}",
          "range": true,
          "refId": "A"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "-sum(rate(container_network_transmit_bytes_total{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\"}\r\n[$__rate_interval])) by (container_label_com_docker_swarm_service_name)",
          "hide": false,
          "legendFormat": "tx {{container_label_com_docker_swarm_service_name}}",
          "range": true,
          "refId": "B"
        }
      ],
      "title": "Net IO by  service",
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 2,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "never",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "binBps"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 24
      },
      "id": 15,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "right",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": true,
          "expr": "sum (rate(container_fs_reads_bytes_total{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\"}[$__rate_interval])) by (container_label_com_docker_swarm_service_name)",
          "legendFormat": "read {{container_label_com_docker_swarm_service_name}}",
          "range": true,
          "refId": "read"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": true,
          "expr": "-sum (rate(container_fs_writes_bytes_total{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\"}[$__rate_interval])) by (container_label_com_docker_swarm_service_name)",
          "hide": false,
          "legendFormat": "write {{container_label_com_docker_swarm_service_name}}",
          "range": true,
          "refId": "write"
        }
      ],
      "title": "Disk IO by service",
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "bars",
            "fillOpacity": 100,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "stepBefore",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "never",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "normal"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "decimals": 0,
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 32
      },
      "id": 4,
      "options": {
        "legend": {
          "calcs": [
            "lastNotNull"
          ],
          "displayMode": "table",
          "placement": "right",
          "showLegend": true,
          "sortBy": "Count",
          "sortDesc": false
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": false,
          "expr": "sum(rate(container_last_seen{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\"}[$__rate_interval])) by (container_label_com_docker_swarm_service_name)",
          "format": "time_series",
          "instant": false,
          "interval": "",
          "legendFormat": "{{ container_label_com_docker_swarm_service_name }}",
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Containers per service",
      "type": "timeseries"
    },
    {
      "collapsed": false,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 40
      },
      "id": 18,
      "panels": [],
      "title": "Container stats",
      "type": "row"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 41
      },
      "id": 7,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "right",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(irate(container_cpu_usage_seconds_total{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\",name=~\"$cont\"}[$__rate_interval])) by (name) * 100",
          "legendFormat": "{{name}}",
          "range": true,
          "refId": "A"
        }
      ],
      "title": "CPU Usage by container per core",
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "bytes"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 49
      },
      "id": 11,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "right",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(container_memory_working_set_bytes{job=~\"$job\",instance=~\"$host\",container_label_com_docker_stack_namespace=~\"$stack\", container_label_com_docker_swarm_service_name=~\"$service\",name=~\"$cont\",image!=\"\"}) by (name)",
          "legendFormat": "__auto",
          "range": true,
          "refId": "A"
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