ES-增删改查

写作目的

供想了解ES数据操作的伙伴学习ES的CRUD操作。

测试环境

ES7.8.1 postman

创建索引库

// PUT请求
localhost:9200/test_alert
{
    "mappings": {
        "properties": {
            "src_ip": {
                "type": "ip"
            },
            "src_port": {
                "type": "integer"
            },
            "domain": {
                "type": "text"
            },
            "ip_type": {
                "type": "byte"
            },
            "protocol": {
                "type": "short"
            },
            "category": {
                "type": "text",
                "fields": {
                    "keyword": {
                        "type": "keyword"
                    }
                }
            },
            "create_time": {
                "type": "date"
            },
            "ioc_threat_tag": {
                "type": "integer"
            },
            "user_id": {
                "type": "long"
            }
        }
    }
}
===返回===
{
    "acknowledged": true,
    "shards_acknowledged": true,
    "index": "test_alert1"
}

查看索引库结构

// GET请求
localhost:9200/test_alert/_mapping
====返回====
{
    "version": 3,
    "mapping_version": 1,
    "settings_version": 1,
    "aliases_version": 1,
    "routing_num_shards": 1024,
    "state": "open",
    "settings": {
        "index": {
            "creation_date": "1676344367294",
            "number_of_shards": "1",
            "number_of_replicas": "1",
            "uuid": "l06g5nl8QiWCwxqbbO_gaQ",
            "version": {
                "created": "7080199"
            },
            "provided_name": "test_alert"
        }
    },
    "mappings": {
        "_doc": {
            "properties": {
                "src_ip": {
                    "type": "ip"
                },
                "src_port": {
                    "type": "integer"
                },
                "protocol": {
                    "type": "short"
                },
                "create_time": {
                    "type": "date"
                },
                "user_id": {
                    "type": "long"
                },
                "domain": {
                    "type": "text"
                },
                "ioc_threat_tag": {
                    "type": "integer"
                },
                "category": {
                    "type": "text",
                    "fields": {
                        "keyword": {
                            "type": "keyword"
                        }
                    }
                },
                "ip_type": {
                    "type": "byte"
                }
            }
        }
    },
    "aliases": [],
    "primary_terms": {
        "0": 1
    },
    "in_sync_allocations": {
        "0": [
            "JW63ZMQRT9W7kSrKAL-Wcw"
        ]
    },
    "rollover_info": {}
}

删除索引库

指定索引库删除

//DELETE请求
http://127.0.0.1:9200/test_alert
===返回===
{
    "acknowledged": true
}

批量删除

http://127.0.0.1:9200/test_alert*
===返回===
{
    "acknowledged": true
}

新增数据

不指定id

自动生成的id，长度为20个字符，URL安全，base64编码，GUID，分布式系统并行生成时不可能会发生冲突，

GUID：GUID算法，可保证在分布式的环境下，不同节点同一时间创建的 _id 一定是不冲突的。

// POST请求
http://127.0.0.1:9200/test_alert/_doc
{
 "src_ip":"1.1.1.1",
 "src_port": 80,
 "domain":"www.juminfo.com",
 "ip_type":4,
 "protocol":1,
 "createTime":"2022-12-12 18:18:18",
 "category":18888.0,
 "ioc_threat_tag":[1,2,3,4],
 "user_id":1

}
===返回===
{
    "_index": "test_alert",
    "_type": "_doc",
    "_id": "jIjwTYYBma4deQZeF0Y3",  // es会随机生成一个id
    "_version": 1,
    "result": "created",
    "_shards": {
        "total": 2,
        "successful": 1,
        "failed": 0
    },
    "_seq_no": 0,
    "_primary_term": 1
}

指定id

// POST请求
http://127.0.0.1:9200/test_alert/_doc/1
{
 "src_ip":"2.2.2.2",
 "src_port": 80,
 "domain":"www.jira.com",
 "ip_type":4,
 "protocol":1,
 "createTime":"2023-02-12 18:18:18",
 "category":18888.0,
 "ioc_threat_tag":[1,2,3,4],
 "user_id":2

}
===返回===
{
    "_index": "test_alert",
    "_type": "_doc",
    "_id": "1",   // 数据的id为我们自定义的id
    "_version": 1,
    "result": "created",
    "_shards": {
        "total": 2,
        "successful": 1,
        "failed": 0
    },
    "_seq_no": 1,
    "_primary_term": 1
}

image

修改数据

PUT只会将json数据都进行替换, POST只会更新相同字段的值
PUT与DELETE都是幂等性操作, 即不论操作多少次, 结果都一样

【PUT】全量修改

// PUT请求
http://127.0.0.1:9200/test_alert/_doc/1
{
 "src_ip":"3.3.3.3",
 "src_port": 80
}
===返回====
    {
    "_index": "test_alert",
    "_type": "_doc",
    "_id": "1",
    "_version": 2,           // 每次数据修改，版本+1
    "result": "updated",
    "_shards": {
        "total": 2,
        "successful": 1,
        "failed": 0
    },
    "_seq_no": 2,
    "_primary_term": 1
}

image

// PUT请求  数据恢复
http://127.0.0.1:9200/test_alert/_doc/1
{
 "src_ip":"2.2.2.2",
 "src_port": 80,
 "domain":"www.jira.com",
 "ip_type":4,
 "protocol":1,
 "createTime":"2023-02-12 18:18:18",
 "category":18888.0,
 "ioc_threat_tag":[1,2,3,4],
 "user_id":2

}
===返回===
{
    "_index": "test_alert",
    "_type": "_doc",
    "_id": "1",
    "_version": 3,   // 每次数据修改，版本+1
    "result": "updated",
    "_shards": {
        "total": 2,
        "successful": 1,
        "failed": 0
    },
    "_seq_no": 3,
    "_primary_term": 1
}

【POST】局部修改

// POST请求
http://127.0.0.1:9200/test_alert/_update/1
{
    "doc": {
        "src_ip": "8.8.8.8"
       
    }
}
===返回===
    {
    "_index": "test_alert",
    "_type": "_doc",
    "_id": "1",
    "_version": 4,    // 每次数据修改，版本+1
    "result": "updated",
    "_shards": {
        "total": 2,
        "successful": 1,
        "failed": 0
    },
    "_seq_no": 4,
    "_primary_term": 1
}

image

【POST】修改文档-追加值

http://127.0.0.1:9200/test_alert/_update_by_query
// 索引库里追加字段和字段值，如下表示，更新test_alert索引库所有符合条件的文档追加port字段，值为8443
{
  "script": {
    "source": "ctx._source.port = 8080",
    "lang": "painless"
  },
  "query": {
    "bool": {
      "must_not": [
        {
          "exists": {
            "field": "port"
          }
        }
      ]
    }
  }
}

===返回====
    {
    "took": 107,
    "timed_out": false,
    "total": 2,
    "updated": 2,
    "deleted": 0,
    "batches": 1,
    "version_conflicts": 0,
    "noops": 0,
    "retries": {
        "bulk": 0,
        "search": 0
    },
    "throttled_millis": 0,
    "requests_per_second": -1,
    "throttled_until_millis": 0,
    "failures": []
}

image

【POST】修改文档-修改指定字段值

http://127.0.0.1:9200/test_alert/_update_by_query
//根据条件更新索引库字段值
{
  "script": {
    "source": "ctx._source.port = 8080",
    "lang": "painless"
  },
  "query": {
    "match": {
      "src_ip": "8.8.8.8"
    }
  }
}

====返回====
 {
    "took": 26,
    "timed_out": false,
    "total": 1,
    "updated": 1,
    "deleted": 0,
    "batches": 1,
    "version_conflicts": 0,
    "noops": 0,
    "retries": {
        "bulk": 0,
        "search": 0
    },
    "throttled_millis": 0,
    "requests_per_second": -1,
    "throttled_until_millis": 0,
    "failures": []
}

【POST】修改索引库字段类型

// POST请求
localhost:9200/test_alert/_mapping
{
  "properties": {
    "domain": {
      "type": "text",
      "fields": {
        "keyword": {
          "type": "keyword",
          "ignore_above": 256
        }
      }
    }
  }
}
===返回====
{
    "acknowledged": true
}

改完我们再查看以下索引库结构
// GET请求
localhost:9200/test_alert/_mapping
{
    "version": 5,
    "mapping_version": 3,
    "settings_version": 1,
    "aliases_version": 1,
    "routing_num_shards": 1024,
    "state": "open",
    "settings": {
        "index": {
            "creation_date": "1676346977182",
            "number_of_shards": "1",
            "number_of_replicas": "1",
            "uuid": "UQGRlwAsRkaaoKKCXJRFwQ",
            "version": {
                "created": "7080199"
            },
            "provided_name": "test_alert"
        }
    },
    "mappings": {
        "_doc": {
            "properties": {
                "src_ip": {
                    "type": "ip"
                },
                "src_port": {
                    "type": "integer"
                },
                "protocol": {
                    "type": "short"
                },
                "create_time": {
                    "type": "date"
                },
                "createTime": {
                    "type": "text",
                    "fields": {
                        "keyword": {
                            "ignore_above": 256,
                            "type": "keyword"
                        }
                    }
                },
                "user_id": {
                    "type": "long"
                },
                "domain": {
                    "type": "text",
                    "fields": {
                        "keyword": {      // 注意这里，domain多了一个keyword类型
                            "ignore_above": 256,
                            "type": "keyword"
                        }
                    }
                },
                "ioc_threat_tag": {
                    "type": "integer"
                },
                "category": {
                    "type": "text",
                    "fields": {
                        "keyword": {
                            "type": "keyword"
                        }
                    }
                },
                "ip_type": {
                    "type": "byte"
                }
            }
        }
    },
    "aliases": [],
    "primary_terms": {
        "0": 1
    },
    "in_sync_allocations": {
        "0": [
            "sPz6Ct2RSgiPZGxaaS__7A"
        ]
    },
    "rollover_info": {}
}

删除数据

删除文档-根据id

// DELETE请求
http://127.0.0.1:9200/test_alert/_doc/3
===返回===
{
    "_index": "test_alert",
    "_type": "_doc",
    "_id": "3",
    "_version": 3,
    "result": "deleted",
    "_shards": {
        "total": 2,
        "successful": 1,
        "failed": 0
    },
    "_seq_no": 4,
    "_primary_term": 1
}

image

根据搜索条件删除

先模拟一些数据
image

PS: _delete_by_query在开始处理时时获取索引的快照，并使用内部版本控制删除它所查找到的内容。这意味着如果文档在query和处理删除之间发生变化，会报冲突错误。当版本匹配时文档被删除。
执行删除ip_type为0的记录

// POST请求
http://127.0.0.1:9200/test_alert/_delete_by_query
{  
   "query":{  
      "match":{  
         "ip_type":0
      }
   }
}
===返回===
{
    "took": 26,
    "timed_out": false,
    "total": 3,
    "deleted": 3,
    "batches": 1,
    "version_conflicts": 0,
    "noops": 0,
    "retries": {
        "bulk": 0,
        "search": 0
    },
    "throttled_millis": 0,
    "requests_per_second": -1,
    "throttled_until_millis": 0,
    "failures": []
}

image

清空索引库

// POST请求
http://127.0.0.1:9200/test_alert/_delete_by_query
{
  "query": {
    "match_all": {}
  }
}
===返回====
{
    "took": 14,
    "timed_out": false,
    "total": 2,
    "deleted": 2,
    "batches": 1,
    "version_conflicts": 0,
    "noops": 0,
    "retries": {
        "bulk": 0,
        "search": 0
    },
    "throttled_millis": 0,
    "requests_per_second": -1,
    "throttled_until_millis": 0,
    "failures": []
}

image

模糊匹配清空索引库

再创建一个test_alert1索引库，用于测试模糊请求操作。
image

// POST请求
http://127.0.0.1:9200/test_alert*/_delete_by_query
{
  "query": {
    "match_all": {}
  }
}
===返回===
{
    "took": 25,
    "timed_out": false,
    "total": 6,
    "deleted": 6,
    "batches": 1,
    "version_conflicts": 0,
    "noops": 0,
    "retries": {
        "bulk": 0,
        "search": 0
    },
    "throttled_millis": 0,
    "requests_per_second": -1,
    "throttled_until_millis": 0,
    "failures": []
}

image

查看测试数据

// GET请求
http://127.0.0.1:9200/test_alert/_search
{  
   "query":{  
      "match":{  
         "ip_type":0
      }
   }
}
=====返回====
{
    "took": 2,
    "timed_out": false,
    "_shards": {
        "total": 1,
        "successful": 1,
        "skipped": 0,
        "failed": 0
    },
    "hits": {
        "total": {
            "value": 3,
            "relation": "eq"
        },
        "max_score": 1,
        "hits": [
            {
                "_index": "test_alert",
                "_type": "_doc",
                "_id": "4",
                "_score": 1,
                "_source": {
                    "src_ip": "1.1.1.1",
                    "src_port": 80,
                    "domain": "www.juminfo.com",
                    "ip_type": 0,
                    "protocol": 1,
                    "createTime": "2022-12-12 18:18:18",
                    "category": 18888,
                    "ioc_threat_tag": [
                        1,
                        2,
                        3,
                        4
                    ],
                    "user_id": 1
                }
            },
            {
                "_index": "test_alert",
                "_type": "_doc",
                "_id": "5",
                "_score": 1,
                "_source": {
                    "src_ip": "1.1.1.1",
                    "src_port": 80,
                    "domain": "www.juminfo.com",
                    "ip_type": 0,
                    "protocol": 1,
                    "createTime": "2022-12-12 18:18:18",
                    "category": 18888,
                    "ioc_threat_tag": [
                        1,
                        2,
                        3,
                        4
                    ],
                    "user_id": 1
                }
            },
            {
                "_index": "test_alert",
                "_type": "_doc",
                "_id": "6",
                "_score": 1,
                "_source": {
                    "src_ip": "1.1.1.1",
                    "src_port": 80,
                    "domain": "www.juminfo.com",
                    "ip_type": 0,
                    "protocol": 1,
                    "createTime": "2022-12-12 18:18:18",
                    "category": 18888,
                    "ioc_threat_tag": [
                        1,
                        2,
                        3,
                        4
                    ],
                    "user_id": 1
                }
            }
        ]
    }
}
posted @   忘崽牛仔  阅读(149)  评论(0)  编辑  收藏  举报
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