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  • X-Pack监控数据以及kibana可视化

    一、cluster_stats

    信息如下:

    {
      "_index": ".monitoring-es-6-2020.02.16",
      "_type": "doc",
      "_id": "Bq0iTXABthGrDDJlET36",
      "_version": 1,
      "_score": null,
      "_source": {
        "cluster_uuid": "H9wXptqVTn-0gxT58ipMQQ",
        "timestamp": "2020-02-16T08:34:02.749Z",
        "interval_ms": 10000,
        "type": "cluster_stats",
        "source_node": {
          "uuid": "T9lfzUZJRQeAGJMBCeR64Q",
          "host": "10.124.152.203",
          "transport_address": "10.124.152.203:9301",
          "ip": "10.124.152.203",
          "name": "master-2",
          "timestamp": "2020-02-16T08:33:48.397Z"
        },
        "cluster_name": "es-logtest-cluster",
        "version": "6.8.5",
        "license": {
          "status": "active",
          "uid": "b5eabeef-7570-492f-99ff-6e3ff1c0b9db",
          "type": "platinum",
          "issue_date": "2019-12-11T00:00:00.000Z",
          "issue_date_in_millis": 1576022400000,
          "expiry_date": "2068-06-24T06:50:00.000Z",
          "expiry_date_in_millis": 3107746200000,
          "max_nodes": 100,
          "issued_to": "john smith (inspuronline)",
          "issuer": "Web Form",
          "start_date_in_millis": 1576022400000
        },
        "cluster_stats": {
          "cluster_uuid": "H9wXptqVTn-0gxT58ipMQQ",
          "timestamp": 1581842042721,
          "status": "green",
          "indices": {
            "count": 1089,
            "shards": {
              "total": 10764,
              "primaries": 5373,
              "replication": 1.003350083752094,
              "index": {
                "shards": {
                  "min": 2,
                  "max": 10,
                  "avg": 9.884297520661157
                },
                "primaries": {
                  "min": 1,
                  "max": 5,
                  "avg": 4.933884297520661
                },
                "replication": {
                  "min": 1,
                  "max": 2,
                  "avg": 1.0055096418732783
                }
              }
            },
            "docs": {
              "count": 11368450755,
              "deleted": 2242273
            },
            "store": {
              "size_in_bytes": 3818751351248
            },
            "fielddata": {
              "memory_size_in_bytes": 12870454596,
              "evictions": 0
            },
            "query_cache": {
              "memory_size_in_bytes": 788531206,
              "total_count": 1013109742,
              "hit_count": 144601166,
              "miss_count": 868508576,
              "cache_size": 160522,
              "cache_count": 1368329,
              "evictions": 1207807
            },
            "completion": {
              "size_in_bytes": 0
            },
            "segments": {
              "count": 108719,
              "memory_in_bytes": 9694592227,
              "terms_memory_in_bytes": 6783125283,
              "stored_fields_memory_in_bytes": 2362867080,
              "term_vectors_memory_in_bytes": 0,
              "norms_memory_in_bytes": 98252480,
              "points_memory_in_bytes": 361699052,
              "doc_values_memory_in_bytes": 88648332,
              "index_writer_memory_in_bytes": 372755854,
              "version_map_memory_in_bytes": 28495759,
              "fixed_bit_set_memory_in_bytes": 15780536,
              "max_unsafe_auto_id_timestamp": 1581811898772,
              "file_sizes": {}
            }
          },
          "nodes": {
            "count": {
              "total": 8,
              "data": 5,
              "coordinating_only": 0,
              "master": 3,
              "ingest": 8
            },
            "versions": [
              "6.8.5"
            ],
            "os": {
              "available_processors": 256,
              "allocated_processors": 256,
              "names": [{
                "name": "Linux",
                "count": 8
              }],
              "pretty_names": [{
                "pretty_name": "CentOS Linux 7 (Core)",
                "count": 8
              }],
              "mem": {
                "total_in_bytes": 2163690635264,
                "free_in_bytes": 45403422720,
                "used_in_bytes": 2118287212544,
                "free_percent": 2,
                "used_percent": 98
              }
            },
            "process": {
              "cpu": {
                "percent": 61
              },
              "open_file_descriptors": {
                "min": 732,
                "max": 11636,
                "avg": 5189
              }
            },
            "jvm": {
              "max_uptime_in_millis": 5788995224,
              "versions": [{
                "version": "1.8.0_181",
                "vm_name": "Java HotSpot(TM) 64-Bit Server VM",
                "vm_version": "25.181-b13",
                "vm_vendor": "Oracle Corporation",
                "count": 8
              }],
              "mem": {
                "heap_used_in_bytes": 110489884576,
                "heap_max_in_bytes": 223880937472
              },
              "threads": 3303
            },
            "fs": {
              "total_in_bytes": 45311344541696,
              "free_in_bytes": 42367144579072,
              "available_in_bytes": 40082782547968
            },
            "plugins": [],
            "network_types": {
              "transport_types": {
                "security4": 8
              },
              "http_types": {
                "security4": 8
              }
            }
          }
        },
        "cluster_state": {
          "nodes_hash": 2014429523,
          "status": "green",
          "cluster_uuid": "H9wXptqVTn-0gxT58ipMQQ",
          "version": 38006,
          "state_uuid": "3g_n5_USQiKLRaP6rCgn-A",
          "master_node": "T9lfzUZJRQeAGJMBCeR64Q",
          "nodes": {
            "OA3QQsb3Tr-K8Dpx_e93aw": {
              "name": "master-1",
              "ephemeral_id": "22XkJfvlQPu7oEkuMB1tsg",
              "transport_address": "10.124.152.202:9301",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "ml.max_open_jobs": "20",
                "xpack.installed": "true",
                "ml.enabled": "true"
              }
            },
            "wQDx3NxRSX-rxfGT_5yK6Q": {
              "name": "node-1",
              "ephemeral_id": "zsdSYmJeQ-6oHDzeT91zag",
              "transport_address": "10.124.152.202:9300",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "ml.max_open_jobs": "20",
                "xpack.installed": "true",
                "box_type": "hot",
                "ml.enabled": "true"
              }
            },
            "hcKp-flzQDKKd6cYVJ-t1g": {
              "name": "node-2",
              "ephemeral_id": "NoJKH-imSVmsycB9BVkPiA",
              "transport_address": "10.124.152.203:9300",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "ml.max_open_jobs": "20",
                "xpack.installed": "true",
                "box_type": "hot",
                "ml.enabled": "true"
              }
            },
            "9fDi33oAQh-vPvB73_f8_w": {
              "name": "node-5",
              "ephemeral_id": "McgTOogxS7m42Ufbm0I15Q",
              "transport_address": "10.124.152.206:9300",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "ml.max_open_jobs": "20",
                "xpack.installed": "true",
                "box_type": "cold",
                "ml.enabled": "true"
              }
            },
            "LziESYzaQsSYp7NNR1YEMQ": {
              "name": "node-4",
              "ephemeral_id": "L2WdYQ_HSDOGj8wgUAhBBg",
              "transport_address": "10.124.152.205:9300",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "ml.max_open_jobs": "20",
                "xpack.installed": "true",
                "box_type": "cold",
                "ml.enabled": "true"
              }
            },
            "mfVHfvYrSOmsaaO9hIpqtw": {
              "name": "node-3",
              "ephemeral_id": "GhWALVmKRr2OyGB2i_Ae5w",
              "transport_address": "10.124.152.204:9300",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "ml.max_open_jobs": "20",
                "xpack.installed": "true",
                "box_type": "hot",
                "ml.enabled": "true"
              }
            },
            "T9lfzUZJRQeAGJMBCeR64Q": {
              "name": "master-2",
              "ephemeral_id": "oCMJqo0KSpS1sel_Q8v-YA",
              "transport_address": "10.124.152.203:9301",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "xpack.installed": "true",
                "ml.max_open_jobs": "20",
                "ml.enabled": "true"
              }
            },
            "Yl4bGaV3Q-OdVQ5pemevZQ": {
              "name": "master-3",
              "ephemeral_id": "Jj8y3k9bSy2ihlucyEai-w",
              "transport_address": "10.124.152.204:9301",
              "attributes": {
                "ml.machine_memory": "270461329408",
                "ml.max_open_jobs": "20",
                "xpack.installed": "true",
                "ml.enabled": "true"
              }
            }
          }
        },
        "stack_stats": {
          "apm": {
            "found": false
          },
          "xpack": {
            "security": {
              "available": true,
              "enabled": true,
              "realms": {
                "file": {
                  "name": [
                    "default_file"
                  ],
                  "available": true,
                  "cache": [{
                    "size": 0
                  }],
                  "size": [
                    0
                  ],
                  "enabled": true,
                  "order": [
                    2147483647
                  ]
                },
                "ldap": {
                  "available": true,
                  "enabled": false
                },
                "native": {
                  "name": [
                    "default_native"
                  ],
                  "available": true,
                  "cache": [{
                    "size": 1
                  }],
                  "size": [
                    3
                  ],
                  "enabled": true,
                  "order": [
                    2147483647
                  ]
                },
                "saml": {
                  "available": true,
                  "enabled": false
                },
                "kerberos": {
                  "available": true,
                  "enabled": false
                },
                "active_directory": {
                  "available": true,
                  "enabled": false
                },
                "pki": {
                  "available": true,
                  "enabled": false
                }
              },
              "roles": {
                "native": {
                  "size": 3,
                  "fls": true,
                  "dls": false
                },
                "file": {
                  "size": 0,
                  "fls": false,
                  "dls": false
                }
              },
              "role_mapping": {
                "native": {
                  "size": 0,
                  "enabled": 0
                }
              },
              "ssl": {
                "http": {
                  "enabled": false
                },
                "transport": {
                  "enabled": true
                }
              },
              "audit": {
                "outputs": [
                  "logfile"
                ],
                "enabled": false
              },
              "ipfilter": {
                "http": false,
                "transport": false
              },
              "anonymous": {
                "enabled": false
              }
            },
            "monitoring": {
              "available": true,
              "enabled": true,
              "collection_enabled": true,
              "enabled_exporters": {
                "local": 1
              }
            },
            "watcher": {
              "available": true,
              "enabled": true,
              "execution": {
                "actions": {
                  "index": {
                    "total": 876,
                    "total_time_in_ms": 617110
                  },
                  "_all": {
                    "total": 96155,
                    "total_time_in_ms": 36575486
                  },
                  "email": {
                    "total": 876,
                    "total_time_in_ms": 108
                  }
                }
              },
              "watch": {
                "input": {
                  "chain": {
                    "total": 6,
                    "active": 6
                  },
                  "_all": {
                    "total": 6,
                    "active": 6
                  }
                },
                "condition": {
                  "_all": {
                    "total": 6,
                    "active": 6
                  },
                  "script": {
                    "total": 6,
                    "active": 6
                  }
                },
                "transform": {
                  "script": {
                    "total": 6,
                    "active": 6
                  },
                  "_all": {
                    "total": 6,
                    "active": 6
                  }
                },
                "metadata": {
                  "total": 6,
                  "active": 6
                },
                "action": {
                  "condition": {
                    "script": {
                      "total": 6,
                      "active": 6
                    },
                    "_all": {
                      "total": 6,
                      "active": 6
                    }
                  },
                  "index": {
                    "total": 6,
                    "active": 6
                  },
                  "email": {
                    "total": 6,
                    "active": 6
                  },
                  "_all": {
                    "total": 12,
                    "active": 12
                  }
                },
                "trigger": {
                  "schedule": {
                    "total": 6,
                    "active": 6,
                    "interval": {
                      "total": 6,
                      "active": 6
                    },
                    "_all": {
                      "total": 6,
                      "active": 6
                    }
                  },
                  "_all": {
                    "total": 6,
                    "active": 6
                  }
                }
              },
              "count": {
                "total": 6,
                "active": 6
              }
            },
            "ml": {
              "available": true,
              "enabled": true,
              "jobs": {
                "_all": {
                  "count": 0,
                  "detectors": {
                    "total": 0,
                    "min": 0,
                    "avg": 0,
                    "max": 0
                  },
                  "model_size": {
                    "total": 0,
                    "min": 0,
                    "avg": 0,
                    "max": 0
                  },
                  "forecasts": {
                    "total": 0,
                    "forecasted_jobs": 0
                  }
                }
              },
              "datafeeds": {
                "_all": {
                  "count": 0
                }
              },
              "node_count": 8
            },
            "ilm": {},
            "logstash": {
              "available": true,
              "enabled": true
            },
            "ccr": {
              "available": true,
              "enabled": true,
              "follower_indices_count": 0,
              "auto_follow_patterns_count": 0
            },
            "graph": {
              "available": true,
              "enabled": true
            },
            "sql": {
              "available": true,
              "enabled": true,
              "features": {
                "having": 0,
                "subselect": 0,
                "limit": 0,
                "orderby": 0,
                "where": 0,
                "groupby": 0,
                "join": 0,
                "command": 0,
                "local": 0
              },
              "queries": {
                "cli": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "rest": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "canvas": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "odbc": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "jdbc": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "odbc32": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "odbc64": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "_all": {
                  "total": 0,
                  "paging": 0,
                  "failed": 0
                },
                "translate": {
                  "count": 0
                }
              }
            },
            "rollup": {
              "available": true,
              "enabled": true
            }
          }
        }
      },
      "sort": [
        1581842042749
      ]
    }
    View Code

     

    二、node_stats

    {
      "_index": ".monitoring-es-6-2020.02.16",
      "_type": "doc",
      "_id": "8etGTXABj1SqfF7FRVOz",
      "_version": 1,
      "_score": null,
      "_source": {
        "cluster_uuid": "H9wXptqVTn-0gxT58ipMQQ",
        "timestamp": "2020-02-16T09:13:35.788Z",
        "interval_ms": 10000,
        "type": "node_stats",
        "source_node": {
          "uuid": "LziESYzaQsSYp7NNR1YEMQ",
          "host": "10.124.152.205",
          "transport_address": "10.124.152.205:9300",
          "ip": "10.124.152.205",
          "name": "node-4",
          "timestamp": "2020-02-16T09:13:35.788Z"
        },
        "node_stats": {
          "node_id": "LziESYzaQsSYp7NNR1YEMQ",
          "node_master": false,
          "mlockall": false,
          "indices": {
            "docs": {
              "count": 1691264488
            },
            "store": {
              "size_in_bytes": 294214821808
            },
            "indexing": {
              "index_total": 10525050089,
              "index_time_in_millis": 2441618000,
              "throttle_time_in_millis": 0
            },
            "search": {
              "query_total": 12200874,
              "query_time_in_millis": 11681318
            },
            "query_cache": {
              "memory_size_in_bytes": 0,
              "hit_count": 0,
              "miss_count": 10672516,
              "evictions": 0
            },
            "fielddata": {
              "memory_size_in_bytes": 403220924,
              "evictions": 0
            },
            "segments": {
              "count": 7326,
              "memory_in_bytes": 738595332,
              "terms_memory_in_bytes": 525343499,
              "stored_fields_memory_in_bytes": 177341144,
              "term_vectors_memory_in_bytes": 0,
              "norms_memory_in_bytes": 6706560,
              "points_memory_in_bytes": 25414553,
              "doc_values_memory_in_bytes": 3789576,
              "index_writer_memory_in_bytes": 85707525,
              "version_map_memory_in_bytes": 20836766,
              "fixed_bit_set_memory_in_bytes": 0
            },
            "request_cache": {
              "memory_size_in_bytes": 416759,
              "evictions": 0,
              "hit_count": 100393,
              "miss_count": 788
            }
          },
          "os": {
            "cpu": {
              "load_average": {
                "1m": 0.59,
                "5m": 0.51,
                "15m": 0.45
              }
            },
            "cgroup": {
              "cpuacct": {
                "control_group": "/user.slice",
                "usage_nanos": 27482041123843550
              },
              "cpu": {
                "control_group": "/user.slice",
                "cfs_period_micros": 100000,
                "cfs_quota_micros": -1,
                "stat": {
                  "number_of_elapsed_periods": 0,
                  "number_of_times_throttled": 0,
                  "time_throttled_nanos": 0
                }
              },
              "memory": {
                "control_group": "/user.slice",
                "limit_in_bytes": "9223372036854771712",
                "usage_in_bytes": "213718216704"
              }
            }
          },
          "process": {
            "open_file_descriptors": 2460,
            "max_file_descriptors": 655350,
            "cpu": {
              "percent": 1
            }
          },
          "jvm": {
            "mem": {
              "heap_used_in_bytes": 23353312448,
              "heap_used_percent": 72,
              "heap_max_in_bytes": 32011649024
            },
            "gc": {
              "collectors": {
                "young": {
                  "collection_count": 343494,
                  "collection_time_in_millis": 19562164
                },
                "old": {
                  "collection_count": 3346,
                  "collection_time_in_millis": 10191922
                }
              }
            }
          },
          "thread_pool": {
            "generic": {
              "threads": 59,
              "queue": 0,
              "rejected": 0
            },
            "get": {
              "threads": 32,
              "queue": 0,
              "rejected": 0
            },
            "index": {
              "threads": 0,
              "queue": 0,
              "rejected": 0
            },
            "management": {
              "threads": 5,
              "queue": 0,
              "rejected": 0
            },
            "search": {
              "threads": 49,
              "queue": 0,
              "rejected": 0
            },
            "watcher": {
              "threads": 50,
              "queue": 0,
              "rejected": 0
            },
            "write": {
              "threads": 32,
              "queue": 0,
              "rejected": 0
            }
          },
          "fs": {
            "total": {
              "total_in_bytes": 10908285698048,
              "free_in_bytes": 10601540993024,
              "available_in_bytes": 10051768401920
            },
            "io_stats": {
              "total": {
                "operations": 743189215,
                "read_operations": 32979694,
                "write_operations": 710209521,
                "read_kilobytes": 3100341888,
                "write_kilobytes": 18876686200
              }
            }
          }
        }
      },
      "sort": [
        1581844415788
      ]
    }
    View Code

     

     

    三、index_stats

    {
      "_index": ".monitoring-es-6-2020.02.16",
      "_type": "doc",
      "_id": "82RXTXABthGrDDJl2e03",
      "_version": 1,
      "_score": null,
      "_source": {
        "cluster_uuid": "H9wXptqVTn-0gxT58ipMQQ",
        "timestamp": "2020-02-16T09:32:44.343Z",
        "interval_ms": 10000,
        "type": "index_stats",
        "source_node": {
          "uuid": "T9lfzUZJRQeAGJMBCeR64Q",
          "host": "10.124.152.203",
          "transport_address": "10.124.152.203:9301",
          "ip": "10.124.152.203",
          "name": "master-2",
          "timestamp": "2020-02-16T09:32:38.510Z"
        },
        "index_stats": {
          "index": "app-testfxdhn-2020-02-05",
          "uuid": "IVdCaaTsSSu19h-hSXb8Kw",
          "created": 1580832294762,
          "status": "green",
          "shards": {
            "total": 10,
            "primaries": 5,
            "replicas": 1,
            "active_total": 10,
            "active_primaries": 5,
            "active_replicas": 5,
            "unassigned_total": 0,
            "unassigned_primaries": 0,
            "unassigned_replicas": 0,
            "initializing": 0,
            "relocating": 0
          },
          "total": {
            "docs": {
              "count": 7372450
            },
            "store": {
              "size_in_bytes": 996417360
            },
            "indexing": {
              "index_total": 0,
              "index_time_in_millis": 0,
              "throttle_time_in_millis": 0
            },
            "search": {
              "query_total": 9076,
              "query_time_in_millis": 9247
            },
            "merges": {
              "total_size_in_bytes": 0
            },
            "refresh": {
              "total_time_in_millis": 15
            },
            "query_cache": {
              "memory_size_in_bytes": 0,
              "hit_count": 0,
              "miss_count": 33948,
              "evictions": 0
            },
            "fielddata": {
              "memory_size_in_bytes": 0,
              "evictions": 0
            },
            "segments": {
              "count": 118,
              "memory_in_bytes": 2935146,
              "terms_memory_in_bytes": 1992076,
              "stored_fields_memory_in_bytes": 698576,
              "term_vectors_memory_in_bytes": 0,
              "norms_memory_in_bytes": 87040,
              "points_memory_in_bytes": 135766,
              "doc_values_memory_in_bytes": 21688,
              "index_writer_memory_in_bytes": 0,
              "version_map_memory_in_bytes": 0,
              "fixed_bit_set_memory_in_bytes": 0
            },
            "request_cache": {
              "memory_size_in_bytes": 9202,
              "evictions": 0,
              "hit_count": 0,
              "miss_count": 12
            }
          },
          "primaries": {
            "docs": {
              "count": 3686225
            },
            "store": {
              "size_in_bytes": 498208680
            },
            "indexing": {
              "index_total": 0,
              "index_time_in_millis": 0,
              "throttle_time_in_millis": 0
            },
            "search": {
              "query_total": 3050,
              "query_time_in_millis": 3526
            },
            "merges": {
              "total_size_in_bytes": 0
            },
            "refresh": {
              "total_time_in_millis": 0
            },
            "query_cache": {
              "memory_size_in_bytes": 0,
              "hit_count": 0,
              "miss_count": 10562,
              "evictions": 0
            },
            "fielddata": {
              "memory_size_in_bytes": 0,
              "evictions": 0
            },
            "segments": {
              "count": 59,
              "memory_in_bytes": 1467573,
              "terms_memory_in_bytes": 996038,
              "stored_fields_memory_in_bytes": 349288,
              "term_vectors_memory_in_bytes": 0,
              "norms_memory_in_bytes": 43520,
              "points_memory_in_bytes": 67883,
              "doc_values_memory_in_bytes": 10844,
              "index_writer_memory_in_bytes": 0,
              "version_map_memory_in_bytes": 0,
              "fixed_bit_set_memory_in_bytes": 0
            },
            "request_cache": {
              "memory_size_in_bytes": 4601,
              "evictions": 0,
              "hit_count": 0,
              "miss_count": 6
            }
          }
        }
      },
      "sort": [
        1581845564343
      ]
    }
    View Code

     

     

    总结

     

     

     

     

     

     

     

    node1,node2,node3是hot节点,node4,node5是cold节点。

    集群统计: data:3.5T,document:11b左右,shards为10774, indices为1090

    节点统计: data:3.5T,document:22b左右,shards为10774, indices为966+127=1093

    Elasticsearch 主要监控指标 -- 描述了es监控的几个维度,相当不错!

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  • 原文地址:https://www.cnblogs.com/1zhangwenjing/p/12317859.html
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