[监控] - Doris监控,基于Prometheus、Grafana的配置

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Doris监控配置Prometheus

doris自带监控, 是基于Prometheus的, FE和BE每个节点都自带一个Prometheus Exporter, 都需要统统配置到Prometheus中. FE exporter地址: http://fe ip:fe http端口/metrics
BE exporter地址: http://be ip:be http端口/metrics 将全部的Doris节点都配置到Prometheus即可. 比如:

- job_name: Doris_CLUSTER
  honor_timestamps: true
  scrape_interval: 20s
  scrape_timeout: 20s
  metrics_path: /metrics
  scheme: http
  static_configs:
  - targets:
    - 1.1.1.152:8030
    - 1.1.2.153:8030
    - 1.1.3.151:8030
    labels:
      group: fe
  - targets:
    - 2.2.2.2:8040
    - 2.2.2.3:8040
    labels:
      group: be

全部指标

doris_be_active_scan_context_count
doris_be_active_scratch_dirs
doris_be_blocks_created_total
doris_be_blocks_deleted_total
doris_be_blocks_open_reading
doris_be_blocks_open_writing
doris_be_blocks_push_remote_duration_us
doris_be_broker_count
doris_be_brpc_endpoint_stub_count
doris_be_bytes_read_total
doris_be_bytes_written_total
doris_be_chunk_pool_local_core_alloc_count
doris_be_chunk_pool_other_core_alloc_count
doris_be_chunk_pool_system_alloc_cost_ns
doris_be_chunk_pool_system_alloc_count
doris_be_chunk_pool_system_free_cost_ns
doris_be_chunk_pool_system_free_count
doris_be_compaction_bytes_total
doris_be_compaction_deltas_total
doris_be_cpu
doris_be_data_stream_receiver_count
doris_be_disk_bytes_read
doris_be_disk_bytes_written
doris_be_disk_io_time_ms
doris_be_disk_io_time_weigthed
doris_be_disk_read_time_ms
doris_be_disk_reads_completed
doris_be_disk_sync_total
doris_be_disk_write_time_ms
doris_be_disk_writes_completed
doris_be_disks_avail_capacity
doris_be_disks_data_used_capacity
doris_be_disks_state
doris_be_disks_total_capacity
doris_be_engine_requests_total
doris_be_fd_num_limit
doris_be_fd_num_used
doris_be_fragment_endpoint_count
doris_be_fragment_request_duration_us
doris_be_fragment_requests_total
doris_be_http_request_duration_us
doris_be_http_request_send_bytes
doris_be_http_requests_total
doris_be_load_bytes
doris_be_load_channel_count
doris_be_load_rows
doris_be_max_disk_io_util_percent
doris_be_max_network_receive_bytes_rate
doris_be_max_network_send_bytes_rate
doris_be_memory_allocated_bytes
doris_be_memory_pool_bytes_total
doris_be_memtable_flush_duration_us
doris_be_memtable_flush_total
doris_be_meta_request_duration
doris_be_meta_request_total
doris_be_network_receive_bytes
doris_be_network_receive_packets
doris_be_network_send_bytes
doris_be_network_send_packets
doris_be_plan_fragment_count
doris_be_process_fd_num_limit_hard
doris_be_process_fd_num_limit_soft
doris_be_process_fd_num_used
doris_be_process_thread_num
doris_be_push_request_duration_us
doris_be_push_request_write_bytes
doris_be_push_request_write_bytes_per_second
doris_be_push_request_write_rows
doris_be_push_requests_total
doris_be_query_scan_bytes
doris_be_query_scan_bytes_per_second
doris_be_query_scan_rows
doris_be_ranges_processed_total
doris_be_readable_blocks_total
doris_be_result_block_queue_count
doris_be_result_buffer_block_count
doris_be_routine_load_task_count
doris_be_rowset_count_generated_and_in_use
doris_be_segment_read
doris_be_small_file_cache_count
doris_be_snmp
doris_be_stream_load
doris_be_stream_load_pipe_count
doris_be_streaming_load_bytes
doris_be_streaming_load_current_processing
doris_be_streaming_load_duration_ms
doris_be_streaming_load_requests_total
doris_be_tablet_base_max_compaction_score
doris_be_tablet_cumulative_max_compaction_score
doris_be_tablet_writer_count
doris_be_thrift_connections_total
doris_be_thrift_current_connections
doris_be_thrift_opened_clients
doris_be_thrift_used_clients
doris_be_txn_request
doris_be_unused_rowsets_count
doris_be_writable_blocks_total
doris_fe_connection_total
doris_fe_edit_log_read
doris_fe_edit_log_size_bytes
doris_fe_edit_log_write
doris_fe_editlog_write_latency_ms
doris_fe_editlog_write_latency_ms_count
doris_fe_editlog_write_latency_ms_sum
doris_fe_image_push
doris_fe_image_write
doris_fe_job
doris_fe_load_add
doris_fe_load_finished
doris_fe_max_journal_id
doris_fe_max_tablet_compaction_score
doris_fe_qps
doris_fe_query_err
doris_fe_query_err_rate
doris_fe_query_latency_ms
doris_fe_query_latency_ms_count
doris_fe_query_latency_ms_sum
doris_fe_query_total
doris_fe_report_queue_size
doris_fe_request_total
doris_fe_routine_load_error_rows
doris_fe_routine_load_receive_bytes
doris_fe_routine_load_rows
doris_fe_rps
doris_fe_scheduled_tablet_num
doris_fe_snmp
doris_fe_tablet_max_compaction_score
doris_fe_tablet_num
doris_fe_thread_pool
doris_fe_txn_begin
doris_fe_txn_failed
doris_fe_txn_reject
doris_fe_txn_success

配置Grafana

{
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": "-- Grafana --",
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "editable": true,
  "gnetId": 9734,
  "graphTooltip": 0,
  "id": 5691,
  "iteration": 1607266312941,
  "links": [],
  "panels": [
    {
      "collapsed": false,
      "datasource": null,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 0
      },
      "id": 46,
      "panels": [],
      "repeat": "cluster_name",
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "title": "Cluster Overview",
      "type": "row"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "#299c46",
        "rgba(237, 129, 40, 0.89)",
        "#d44a3a"
      ],
      "datasource": "Prometheus",
      "description": "Total Frontends node number",
      "format": "none",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 6,
        "w": 4,
        "x": 0,
        "y": 1
      },
      "id": 10,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "connected",
      "nullText": null,
      "options": {},
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": false
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "count(up{group=\"fe\", job=\"$cluster_name\"})",
          "format": "time_series",
          "instant": true,
          "intervalFactor": 1,
          "refId": "A"
        }
      ],
      "thresholds": "",
      "title": "[$cluster_name] FE Node",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "avg"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "#299c46",
        "rgba(237, 129, 40, 0.89)",
        "#d44a3a"
      ],
      "datasource": "Prometheus",
      "description": "Total alive number of Frontends. Normally, it should be equal to the Total number of Frontends",
      "format": "none",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 6,
        "w": 4,
        "x": 4,
        "y": 1
      },
      "id": 12,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "connected",
      "nullText": null,
      "options": {},
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": false
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "count(up{group=\"fe\", job=\"$cluster_name\"}==1)",
          "format": "time_series",
          "instant": true,
          "intervalFactor": 2,
          "refId": "A"
        }
      ],
      "thresholds": "",
      "title": "[$cluster_name]  FE Alive",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "avg"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "#299c46",
        "rgba(237, 129, 40, 0.89)",
        "#d44a3a"
      ],
      "datasource": "Prometheus",
      "description": "Total Backends node number",
      "format": "none",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 6,
        "w": 4,
        "x": 8,
        "y": 1
      },
      "id": 11,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "connected",
      "nullText": null,
      "options": {},
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": false
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "count(up{group=\"be\", job=\"$cluster_name\"})",
          "format": "time_series",
          "instant": true,
          "intervalFactor": 1,
          "refId": "A"
        }
      ],
      "thresholds": "",
      "title": "[$cluster_name] BE Node",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "avg"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "#299c46",
        "rgba(237, 129, 40, 0.89)",
        "#d44a3a"
      ],
      "datasource": "Prometheus",
      "description": "Total alive number of Backends. Normally, it should be equal to the Total number of Backends.",
      "format": "none",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 6,
        "w": 4,
        "x": 12,
        "y": 1
      },
      "id": 14,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "connected",
      "nullText": null,
      "options": {},
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": false
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "count(up{group=\"be\", job=\"$cluster_name\"}==1)",
          "format": "time_series",
          "instant": true,
          "intervalFactor": 1,
          "refId": "A"
        }
      ],
      "thresholds": "",
      "title": "[$cluster_name] BE Alive",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "avg"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "#299c46",
        "rgba(237, 129, 40, 0.89)",
        "#d44a3a"
      ],
      "datasource": "Prometheus",
      "description": "Total used disk capacity of all Backends.",
      "format": "decbytes",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 6,
        "w": 4,
        "x": 16,
        "y": 1
      },
      "id": 59,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "connected",
      "nullText": null,
      "options": {},
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": false
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "SUM(doris_be_disks_data_used_capacity{job=\"$cluster_name\"})",
          "format": "time_series",
          "intervalFactor": 1,
          "refId": "B"
        }
      ],
      "thresholds": "",
      "title": "[$cluster_name] Used Capacity",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "current"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "#299c46",
        "rgba(237, 129, 40, 0.89)",
        "#d44a3a"
      ],
      "datasource": "Prometheus",
      "description": "Total disk capacity of all Backends",
      "format": "decbytes",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 6,
        "w": 4,
        "x": 20,
        "y": 1
      },
      "id": 58,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "connected",
      "nullText": null,
      "options": {},
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": true
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "SUM(doris_be_disks_total_capacity{job=\"$cluster_name\"})",
          "format": "time_series",
          "instant": true,
          "intervalFactor": 1,
          "refId": "A"
        }
      ],
      "thresholds": "",
      "title": "[$cluster_name] Total Capacity",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "current"
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "description": "The max replayed meta data journal id on Frontends.\nNormally, all Frontends should be same on this metrics, or just slightly different for a short period.",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 6,
        "w": 6,
        "x": 0,
        "y": 7
      },
      "hiddenSeries": false,
      "id": 63,
      "legend": {
        "alignAsTable": true,
        "avg": false,
        "current": true,
        "max": false,
        "min": false,
        "rightSide": false,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 1,
      "links": [],
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pointradius": 5,
      "points": false,
      "renderer": "flot",
      "scopedVars": {
        "cluster_name": {
          "selected": true,
          "text": "Doris_CLUSTER",
          "value": "Doris_CLUSTER"
        }
      },
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "doris_fe_max_journal_id{job=\"$cluster_name\"}",
          "format": "time_series",
          "intervalFactor": 1,
          "legendFormat": "{{instance}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "[$cluster_name] Max Replayed journal id",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "none",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": false
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "description": "The counter of meta data image generation on Master Frontend. And the counter of image successfully pushing to other Non-master Frontends.\nThese metrics is expected to increase at reasonable intervals. And normally, they should be equal.",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 6,
        "w": 6,
        "x": 6,
        "y": 7
      },
      "hiddenSeries": false,
      "id": 65,
      "legend": {
        "alignAsTable": true,
        "avg": false,
        "current": true,
        "max": false,
        "min": false,
        "rightSide": false,
        "show": true,
        "total": false,
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