索引操作

创建索引

对比关系型数据库，创建索引就等同于创建数据库。

在Apipost中，向ES服务器发送PUT请求: http://localhost:9200/索引名称

发送请求可能出现如下错误：

 {
	"error": {
		"root_cause": [
			{
				"type": "security_exception",
				"reason": "missing authentication credentials for REST request [/shopping]",
				"header": {
					"WWW-Authenticate": "Basic realm=\"security\" charset=\"UTF-8\""
				}
			}
		],
		"type": "security_exception",
		"reason": "missing authentication credentials for REST request [/shopping]",
		"header": {
			"WWW-Authenticate": "Basic realm=\"security\" charset=\"UTF-8\""
		}
	},
	"status": 401
}

解决方法：

Apipost：

其他工具解决方法自行搜索。

创建成功后返回结果如下：

 {
	"acknowledged": true,
	"shards_acknowledged": true,
	"index": "shopping"
}

如果索引已存在则返回结果如下：

 {
	"error": {
		"root_cause": [
			{
				"type": "resource_already_exists_exception",
				"reason": "index [shopping/AhX2GQxcS0mGoueCDaoHAQ] already exists",
				"index_uuid": "AhX2GQxcS0mGoueCDaoHAQ",
				"index": "shopping"
			}
		],
		"type": "resource_already_exists_exception",
		"reason": "index [shopping/AhX2GQxcS0mGoueCDaoHAQ] already exists",
		"index_uuid": "AhX2GQxcS0mGoueCDaoHAQ",
		"index": "shopping"
	},
	"status": 400
}

获取索引

向ES服务器发送GET请求: http://localhost:9200/索引名

获取成功后返回结果如下：

 {
	"shopping": {
		"aliases": {},
		"mappings": {},
		"settings": {
			"index": {
				"routing": {
					"allocation": {
						"include": {
							"_tier_preference": "data_content"
						}
					}
				},
				"number_of_shards": "1",
				"provided_name": "shopping",
				"creation_date": "1683371656550",
				"number_of_replicas": "1",
				"uuid": "AhX2GQxcS0mGoueCDaoHAQ",
				"version": {
					"created": "7170999"
				}
			}
		}
	}
}

查看ES中所有的索引:

向ES服务器发送GET请求: http://localhost:9200/_cat/indices?v

返回结果如下：

 health status index                           uuid                   pri rep docs.count docs.deleted store.size pri.store.size
green  open   .security-7                     hwDpNvCHTBOaEm6xPZd41Q   1   0         60            0    257.3kb        257.3kb
green  open   .apm-custom-link                dKb_OH1nRbWH92ZujTbVyQ   1   0          0            0       226b           226b
green  open   .kibana_7.17.9_001              X5hBUMoFSsGRmJTFqKBuog   1   0         22            1      2.3mb          2.3mb
green  open   .kibana_task_manager_7.17.9_001 R9RZBB0GTwGyC-gwmhxvKA   1   0         18        17926      2.1mb          2.1mb
yellow open   book                            Vh8kwNewTRW7Yh5Ys56s2Q   1   1        107            0    125.1kb        125.1kb
green  open   .apm-agent-configuration        ASYv5XIrThKW8izq_yX7Qg   1   0          0            0       226b           226b
green  open   .tasks                          KOMoiR2mQS-YTbJE1yvtJA   1   0          6            0       35kb           35kb
yellow open   shopping                        AhX2GQxcS0mGoueCDaoHAQ   1   1          0            0       226b           226b

不使用参数vhttp://localhost:9200/_cat/indices返回结果如下：

 green  open .security-7                     hwDpNvCHTBOaEm6xPZd41Q 1 0  60     0 257.3kb 257.3kb
green  open .apm-custom-link                dKb_OH1nRbWH92ZujTbVyQ 1 0   0     0    226b    226b
green  open .kibana_7.17.9_001              X5hBUMoFSsGRmJTFqKBuog 1 0  22     1   2.3mb   2.3mb
green  open .kibana_task_manager_7.17.9_001 R9RZBB0GTwGyC-gwmhxvKA 1 0  18 17926   2.1mb   2.1mb
green  open .apm-agent-configuration        ASYv5XIrThKW8izq_yX7Qg 1 0   0     0    226b    226b
yellow open book                            Vh8kwNewTRW7Yh5Ys56s2Q 1 1 107     0 125.1kb 125.1kb
yellow open shopping                        AhX2GQxcS0mGoueCDaoHAQ 1 1   0     0    226b    226b
green  open .tasks                          KOMoiR2mQS-YTbJE1yvtJA 1 0   6     0    35kb    35kb

删除索引

向ES服务器发送DELETE请求: http://localhost:9200/索引名

删除成功返回结果如下：

 {
	"acknowledged": true
}

文档操作

文档创建

向ES服务器发送POST请求: http://localhost:9200/索引名/_doc

例：http://localhost:9200/shopping/_doc

创建成功后返回结果如下：

 {
	"_index": "shopping",
	"_type": "_doc",
	"_id": "O0dk8YcBmL0ibc0IqiTa",//可以自定义id
	"_version": 1,
	"result": "created",
	"_shards": {
		"total": 2,
		"successful": 1,
		"failed": 0
	},
	"_seq_no": 0,
	"_primary_term": 1
}

自定义id: http://localhost:9200/索引名/_doc/id

自定义id后返回结果如下：

 // http://localhost:9200/shopping/_doc/1001，如果不传id参数，会产生默认id，如果传递的id已存在，会先进行删除再创建，版本会增加
{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_version": 1,
	"result": "created",
	"_shards": {
		"total": 2,
		"successful": 1,
		"failed": 0
	},
	"_seq_no": 1,
	"_primary_term": 1
}

自定义id：http://localhost:9200/索引名/_create/id

id为必传参数，如果id已存在会报错。

文档查询-id

向ES服务器发送GET请求: http://localhost:9200/索引名/_doc/id

例：http://localhost:9200/shopping/_doc/1001

查询成功返回结果如下：

 {
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_version": 1,
	"_seq_no": 1,
	"_primary_term": 1,
	"found": true,
	"_source": {
		"title": "菠萝手机",
		"category": "手机",
		"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
		"price": 4999
	}
}

文档查询-字段

向ES服务器发送GET请求: http://localhost:9200/索引名/_search?q=字段:值

例：http://localhost:9200/shopping/_search?q=title:菠萝

查询成功后返回结果如下：

 {
	"took": 2,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 1.3862942,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 1.3862942,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			}
		]
	}
}

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "match": {
            "title": "苹果"
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 1,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 1.3862942,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": 1.3862942,
				"_source": {
					"title": "苹果手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4599
				}
			}
		]
	}
}

文档查询-分页

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "match_all": {}
    },
    "from": 0,//当前页
    "size": 1,//每页数据
}

分页成功后返回结果如下：

 {
	"took": 1,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 2,
			"relation": "eq"
		},
		"max_score": 1,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 1,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			}
		]
	}
}

文档查询-字段

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "match_all": {}
    },
    "_source": ["title"]
}

查询成功后返回结果如下：

 {
	"took": 1,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 2,
			"relation": "eq"
		},
		"max_score": 1,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 1,
				"_source": {
					"title": "菠萝手机"
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": 1,
				"_source": {
					"title": "苹果手机"
				}
			}
		]
	}
}

文档查询-排序

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "match_all": {}
    },
    "_source": ["title"],
    "sort": {
        "price": {
            "order": "desc"
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 12,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 2,
			"relation": "eq"
		},
		"max_score": null,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": null,
				"_source": {
					"title": "菠萝手机"
				},
				"sort": [
					4999
				]
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": null,
				"_source": {
					"title": "苹果手机"
				},
				"sort": [
					4599
				]
			}
		]
	}
}

文档查询-条件

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        //条件
        "bool": {
            //必须满足
            "must": [
                {
                    "match": {
                        "title": "苹果"
                    }
                }
            ]
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 2,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 1.3862942,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": 1.3862942,
				"_source": {
					"title": "苹果手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4599
				}
			}
		]
	}
}

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下raw：

 {
    "query": {
        "bool": {
            "should": [
                {
                    "match": {
                        "category": "电脑"
                    }
                },
                {
                    "match": {
                        "category": "鞋子"
                    }
                }
            ]
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 2,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 2,
			"relation": "eq"
		},
		"max_score": 2.4079456,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1002",
				"_score": 2.4079456,
				"_source": {
					"title": "拯救者R7000",
					"category": "电脑",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 7999
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1003",
				"_score": 2.4079456,
				"_source": {
					"title": "鸿星尔克男鞋",
					"category": "鞋子",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 139
				}
			}
		]
	}
}

文档查询-范围

向ES服务器发送GET请求：http://localhost:9200/索引值/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "bool": {
            "filter": {
                "range": {
                    "price": {
                        "gt": 5000
                    }
                }
            }
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 4,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 0,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1002",
				"_score": 0,
				"_source": {
					"title": "拯救者R7000",
					"category": "电脑",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 7999
				}
			}
		]
	}
}

文档查询-完全匹配

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "match_phrase": {
            "title": "菠萝手机"
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 8,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 3.974918,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 3.974918,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			}
		]
	}
}

如果不使用完全匹配

请求体body下的raw：

 {
    "query": {
        "match": {
            "title": "菠萝手机"
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 2,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 2,
			"relation": "eq"
		},
		"max_score": 3.974918,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 3.974918,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": 1.4523083,
				"_source": {
					"title": "苹果手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4599
				}
			}
		]
	}
}

文档查询-高亮显示

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "match": {
            "title": "拯救者"
        }
    },
    "highlight": {
        "fields": {
            "title": {}
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 2,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 3.7839146,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1002",
				"_score": 3.7839146,
				"_source": {
					"title": "拯救者R7000",
					"category": "电脑",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 7999
				},
				"highlight": {
					"title": [
						"<em>拯</em><em>救</em><em>者</em>R7000"
					]
				}
			}
		]
	}
}

查询文档-聚合操作

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    //聚合操作
    "aggs": {
        //名称，随意起
        "price_group": {
            //分组
            "terms": {
                //分组字段
                "field": "price"
            }
        }
    }
}

查询成功后返回结果如下：

 {
	"took": 23,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 5,
			"relation": "eq"
		},
		"max_score": 1,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 1,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": 1,
				"_source": {
					"title": "苹果手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4599
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1002",
				"_score": 1,
				"_source": {
					"title": "拯救者R7000",
					"category": "电脑",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 7999
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1003",
				"_score": 1,
				"_source": {
					"title": "鸿星尔克男鞋",
					"category": "鞋子",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 139
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1004",
				"_score": 1,
				"_source": {
					"title": "华为mate50 pro",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			}
		]
	},
	"aggregations": {
		"price_group": {
			"doc_count_error_upper_bound": 0,
			"sum_other_doc_count": 0,
			"buckets": [
				{
					"key": 4999,
					"doc_count": 2
				},
				{
					"key": 139,
					"doc_count": 1
				},
				{
					"key": 4599,
					"doc_count": 1
				},
				{
					"key": 7999,
					"doc_count": 1
				}
			]
		}
	}
}

不查看原始数据

请求体body下的raw：

 {
    //聚合操作
    "aggs": {
        //名称，随意起
        "price_group": {
            //分组
            "terms": {
                //分组字段
                "field": "price"
            }
        }
    },
    "size": 0
}

查询成功后的返回结果如下：

 {
	"took": 6,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 5,
			"relation": "eq"
		},
		"max_score": null,
		"hits": []
	},
	"aggregations": {
		"price_group": {
			"doc_count_error_upper_bound": 0,
			"sum_other_doc_count": 0,
			"buckets": [
				{
					"key": 4999,
					"doc_count": 2
				},
				{
					"key": 139,
					"doc_count": 1
				},
				{
					"key": 4599,
					"doc_count": 1
				},
				{
					"key": 7999,
					"doc_count": 1
				}
			]
		}
	}
}

查询所有价格的平均值

请求体body下的raw：

 {
    //聚合操作
    "aggs": {
        //名称，随意起
        "price_avg": {
            //平均值
            "avg": {
                //分组字段
                "field": "price"
            }
        }
    },
    "size": 0
}

查询成功后返回结果如下：

 {
	"took": 6,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 5,
			"relation": "eq"
		},
		"max_score": null,
		"hits": []
	},
	"aggregations": {
		"price_avg": {
			"value": 4547
		}
	}
}

查询全部文档

向ES服务器发送GET请求: http://localhost:9200/索引名/_search

例: http://localhost:9200/shopping/_search

查询成功返回结果如下:

 {
	"took": 37,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 2,
			"relation": "eq"
		},
		"max_score": 1,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 1,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": 1,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			}
		]
	}
}

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/shopping/_search

请求体body下的raw：

 {
    "query": {
        "match_all": {}
    }
}

查询成功后返回结果如下：

 {
	"took": 1,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 2,
			"relation": "eq"
		},
		"max_score": 1,
		"hits": [
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "O0dk8YcBmL0ibc0IqiTa",
				"_score": 1,
				"_source": {
					"title": "菠萝手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4999
				}
			},
			{
				"_index": "shopping",
				"_type": "_doc",
				"_id": "1001",
				"_score": 1,
				"_source": {
					"title": "苹果手机",
					"category": "手机",
					"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
					"price": 4599
				}
			}
		]
	}
}

更新文档-全量更新

向ES服务器发送PUT请求：http://localhost:9200/索引名/_doc/id

例：http://localhost:9200/shopping/_doc/1001

更新成功后返回结果如下：

 {
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_version": 2,
	"result": "updated",
	"_shards": {
		"total": 2,
		"successful": 1,
		"failed": 0
	},
	"_seq_no": 2,
	"_primary_term": 1
}

{

"title": "菠萝手机",

"category": "手机",

"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",

"price": 5999

}

更新文档-局部更新

向ES服务器发送POST请求：http://localhost:9200/索引名/_doc/id

例：http://localhost:9200/shopping/_doc/1001

修改成功后返回结果如下：

 {
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_version": 3,
	"result": "updated",
	"_shards": {
		"total": 2,
		"successful": 1,
		"failed": 0
	},
	"_seq_no": 3,
	"_primary_term": 1
}

删除文档

向ES服务器发送DELETE请求：http://localhost:9200/索引名/_doc/id

例：http://localhost:9200/shopping/_doc/1001

删除成功后返回结果如下：

 {
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_version": 4,
	"result": "deleted",
	"_shards": {
		"total": 2,
		"successful": 1,
		"failed": 0
	},
	"_seq_no": 4,
	"_primary_term": 1
}

映射

创建映射

向ES服务器发送PUT请求：http://localhost:9200/索引名/_mapping

例：http://localhost:9200/user/_mapping

请求体body下的raw：

 {
    "properties": {
        "name": {
            "type": "text",
            "index": true
        },
        "sex": {
            "type": "keyword",
            "index": true
        },
        "tel": {
            "type": "keyword",
            "index": false
        }
    }
}

查询成功后返回结果如下：

 {
	"acknowledged": true
}

查询全部映射

向ES服务器发送GET请求：http://localhost:9200/索引名/_mapping

例：http://localhost:9200/user/_mapping

查询成功后返回结果如下：

 {
	"user": {
		"mappings": {
			"properties": {
				"name": {
					"type": "text"
				},
				"sex": {
					"type": "keyword"
				},
				"tel": {
					"type": "keyword",
					"index": false
				}
			}
		}
	}
}

创建映射关系

向ES服务器发送POST请求：http://localhost:9200/索引名/_create/id

例：http://localhost:9200/user/_create/1001

请求体body下的raw：

 {
    "name": "张三",
    "sex": "先生",
    "tel": "111"
}

创建成功后返回结果如下：

 {
	"_index": "user_create",
	"_type": "1001",
	"_id": "DSCeCYgBDP8jTGSM_NLl",
	"_version": 1,
	"result": "created",
	"_shards": {
		"total": 2,
		"successful": 1,
		"failed": 0
	},
	"_seq_no": 0,
	"_primary_term": 1
}

查询映射关系

向ES服务器发送GET请求：http://localhost:9200/索引名/_search

例：http://localhost:9200/user/_search

请求体body下的raw：

 {
    "query": {
        "match": {
            //因为name字段的type为text，可以进行分词且name字段可以被索引，查询name字段中的任一字符均可
            "name": "张"
        }
    }
}

查询成功后的返回结果如下：

 {
	"took": 214,
	"timed_out": false,
	"_shards": {
		"total": 1,
		"successful": 1,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 0.2876821,
		"hits": [
			{
				"_index": "user",
				"_type": "_doc",
				"_id": "1001",
				"_score": 0.2876821,
				"_source": {
					"name": "张三",
					"sex": "先生",
					"tel": "111"
				}
			}
		]
	}
}

Tips：type为text时，字段的值会进行分词，查询其中任一字符均可，type为keyword时，字段的值不会进行分词，必须输入完整的值才可。index为true时该字段会被索引可查询，index为false时该字段不可被索引，不会被查询。

Java操作ES

导入依赖

 <!-- https://mvnrepository.com/artifact/org.elasticsearch/elasticsearch -->
<dependency>
    <groupId>org.elasticsearch</groupId>
    <artifactId>elasticsearch</artifactId>
    <version>7.8.0</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.elasticsearch.client/elasticsearch-rest-high-level-client -->
<dependency>
    <groupId>org.elasticsearch.client</groupId>
    <artifactId>elasticsearch-rest-high-level-client</artifactId>
    <version>7.8.0</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.apache.logging.log4j/log4j-api -->
<dependency>
    <groupId>org.apache.logging.log4j</groupId>
    <artifactId>log4j-api</artifactId>
    <version>2.13.3</version>
</dependency>
<!-- https://mvnrepository.com/artifact/com.fasterxml.jackson.core/jackson-databind -->
<dependency>
    <groupId>com.fasterxml.jackson.core</groupId>
    <artifactId>jackson-databind</artifactId>
    <version>2.12.0</version>
</dependency>
<!-- https://mvnrepository.com/artifact/junit/junit -->
<dependency>
    <groupId>junit</groupId>
    <artifactId>junit</artifactId>
    <version>4.12</version>
    <scope>test</scope>
</dependency>

连接ES客户端

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsClientTest {
 
    private final String USERNAME="用户名";
    private final String PASSWORD = "密码";
 
    @Test
    public void testClient() throws IOException {
        BasicCredentialsProvider credentialsProvider = new BasicCredentialsProvider();
        credentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        // 创建ES客户端
        RestHighLevelClient esClient = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(credentialsProvider);
                            }
                        })
        );
 
        //关闭ES客户端
        esClient.close();
    }
}

索引操作

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.admin.indices.delete.DeleteIndexRequest;
import org.elasticsearch.action.support.master.AcknowledgedResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.indices.CreateIndexRequest;
import org.elasticsearch.client.indices.CreateIndexResponse;
import org.elasticsearch.client.indices.GetIndexRequest;
import org.elasticsearch.client.indices.GetIndexResponse;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsIndexTest {
 
    private RestHighLevelClient esClient;
 
    private final String USERNAME="用户名";
    private final String PASSWORD="密码";
 
    @Before
    public void init(){
        System.out.println("初始化客户端");
        //elastic认证
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        //创建es客户端
        esClient= new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
    }
 
    @Test
    public void testDeleteIndex() throws IOException {
        DeleteIndexRequest userIndex = new DeleteIndexRequest("user");
        AcknowledgedResponse response = esClient.indices().delete(userIndex, RequestOptions.DEFAULT);
        System.out.println(response.isAcknowledged());
    }
 
    @Test
    public void testSearchIndex() throws IOException {
        //查询索引 user
        GetIndexRequest userIndex = new GetIndexRequest("user");
        //查询索引
        GetIndexResponse getIndexResponse = esClient.indices().get(userIndex, RequestOptions.DEFAULT);
        System.out.println(getIndexResponse.getAliases());
        System.out.println(getIndexResponse.getMappings());
        System.out.println(getIndexResponse.getSettings());
        System.out.println(getIndexResponse.getDataStreams());
        System.out.println(getIndexResponse.getIndices());
    }
 
    @Test
    public void testCreateIndex() throws IOException {
        //创建索引 user
        CreateIndexRequest userIndex = new CreateIndexRequest("user");
        // 创建索引
        CreateIndexResponse createIndexResponse = esClient.indices().create(userIndex, RequestOptions.DEFAULT);
        // 响应状态，是否创建成功
        boolean acknowledged = createIndexResponse.isAcknowledged();
        System.out.println("是否创建成功："+acknowledged);
    }
 
    @After
    public void destroy() throws IOException {
        System.out.println("关闭客户端");
        esClient.close();
    }
}

文档操作

 package com.example;
 
import com.example.entiry.User;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.delete.DeleteRequest;
import org.elasticsearch.action.delete.DeleteResponse;
import org.elasticsearch.action.get.GetRequest;
import org.elasticsearch.action.get.GetResponse;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.action.update.UpdateResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.xcontent.XContentType;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsDocTest {
 
    private final String USERNAME = "用户名";
    private final String PASSWORD = "密码";
 
    private RestHighLevelClient client;
 
    @Before
    public void init(){
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        client = new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
        System.out.println("客户端初始化完成");
    }
 
    @Test
    public void testDeleteDoc() throws IOException {
        DeleteRequest deleteRequest = new DeleteRequest();
        deleteRequest.index("user").id("1001");
        DeleteResponse response = client.delete(deleteRequest, RequestOptions.DEFAULT);
        System.out.println(response.getResult());
    }
 
    @Test
    public void testQueryDoc() throws IOException {
        GetRequest getRequest = new GetRequest();
        getRequest.index("user").id("1001");
        GetResponse response = client.get(getRequest, RequestOptions.DEFAULT);
        System.out.println(response.getSourceAsString());
    }
 
    @Test
    public void testUpdateDoc() throws IOException {
        UpdateRequest updateRequest = new UpdateRequest();
        updateRequest.index("user")
                .id("1001")
                .doc(XContentType.JSON,"sex","未知");
        UpdateResponse response = client.update(updateRequest, RequestOptions.DEFAULT);
        System.out.println(response.getResult());
    }
 
    @Test
    public void testInsertDoc() throws IOException {
        // 插入数据
        IndexRequest userIndex = new IndexRequest();
        userIndex.index("user").id("1001");
        User user = User.builder().name("张三").age(24).sex("男").build();
        // 向ES插入数据，必须将数据转换为JSON格式
        ObjectMapper mapper = new ObjectMapper();
        String userJSON = mapper.writeValueAsString(user);
        userIndex.source(userJSON, XContentType.JSON);
        IndexResponse response = client.index(userIndex, RequestOptions.DEFAULT);
        System.out.println(response.getResult());
    }
 
    @After
    public void destroy() throws IOException {
        client.close();
        System.out.println("客户端关闭成功");
    }
}

文档的批处理操作

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.delete.DeleteRequest;
import org.elasticsearch.action.delete.DeleteResponse;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.xcontent.XContentType;
import org.elasticsearch.index.query.QueryBuilder;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsDocBatchTest {
 
    private final String USERNAME="用户名";
    private final String PASSWORD = "密码";
    private RestHighLevelClient client;
 
    @Before
    public void init(){
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        client=new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
    }
 
    /**
     * 批量查询
     * @throws IOException
     */
    @Test
    public void testBatchQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        System.out.println(searchResponse.getTook());
        System.out.println(hits.getTotalHits());
        for (SearchHit hit:hits){
            System.out.println(hit.getSourceAsString());
        }
    }
 
    /**
     * 批量删除
     * @throws IOException
     */
    @Test
    public void testBatchDeleteDoc() throws IOException {
        BulkRequest bulkRequest = new BulkRequest();
        bulkRequest.add(new DeleteRequest().index("user").id("1001"));
        bulkRequest.add(new DeleteRequest().index("user").id("1002"));
        bulkRequest.add(new DeleteRequest().index("user").id("1003"));
        bulkRequest.add(new DeleteRequest().index("user").id("1004"));
        bulkRequest.add(new DeleteRequest().index("user").id("1005"));
        BulkResponse bulkResponse = client.bulk(bulkRequest, RequestOptions.DEFAULT);
        System.out.println(bulkResponse.getTook());
        System.out.println(bulkResponse.getItems());
    }
 
    /**
     * 批量插入数据
     * @throws IOException
     */
    @Test
    public void testBatchInsertDoc() throws IOException {
        BulkRequest bulkRequest = new BulkRequest();
        bulkRequest.add(new IndexRequest().index("user").id("1001").source(XContentType.JSON,"name","张三","sex","男","age",24));
        bulkRequest.add(new IndexRequest().index("user").id("1002").source(XContentType.JSON,"name","李四","sex","女","age",26));
        bulkRequest.add(new IndexRequest().index("user").id("1003").source(XContentType.JSON,"name","王五","sex","男","age",28));
        bulkRequest.add(new IndexRequest().index("user").id("1004").source(XContentType.JSON,"name","赵六","sex","女","age",30));
        bulkRequest.add(new IndexRequest().index("user").id("1005").source(XContentType.JSON,"name","孙七","sex","男","age",32));
        BulkResponse responses = client.bulk(bulkRequest, RequestOptions.DEFAULT);
        System.out.println(responses.getTook());
        System.out.println(responses.getItems());
    }
 
    @After
    public void destroy() throws IOException {
        client.close();
        System.out.println("客户端关闭成功");
    }
}

条件查询

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsDocConditionQuery {
 
    private final String USERNAME="用户名";
    private final String PASSWORD = "密码";
    private RestHighLevelClient esClient;
 
    @Before
    public void init(){
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        esClient=new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
        System.out.println("客户端初始化成功");
    }
 
    /**
     * 条件查询
     * @throws IOException
     */
    @Test
    public void testConditionQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        searchRequest.source(new SearchSourceBuilder().query(QueryBuilders.termQuery("age",30)));
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for(SearchHit hit:hits){
            System.out.println(hit.getSourceAsString());
        }
    }
 
 
    @After
    public void destroy() throws IOException {
        System.out.println("客户端关闭成功");
        esClient.close();
    }
}

分页查询

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsDocPagingQuery {
 
    private final String USERNAME="用户名";
    private final String PASSWORD="密码";
    private RestHighLevelClient esClient;
 
    @Before
    public void init(){
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        esClient=new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
        System.out.println("客户端初始化成功");
    }
 
    /**
     * 分页查询
     * @throws IOException
     */
    @Test
    public void testPagingQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());
        searchSourceBuilder.from(2);//起始数据下标，也可看做偏移量，起始值为0
        searchSourceBuilder.size(2);//每页显式几条数据
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for (SearchHit hit:hits){
            System.out.println(hit.getSourceAsString());
        }
    }
 
    @After
    public void destroy() throws IOException {
        System.out.println("客户端关闭完成");
        esClient.close();
    }
}

排序

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.elasticsearch.search.sort.SortOrder;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsDocSort {
 
    private final String USERNAME="用户名";
    private final String PASSWORD="密码";
    private RestHighLevelClient esClient;
 
    @Before
    public void init(){
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        esClient=new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
        System.out.println("客户端初始化完成");
    }
 
    /**
     * 排序
     * @throws IOException
     */
    @Test
    public void testSortDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());
        searchSourceBuilder.sort("age", SortOrder.DESC);//降序排序
//        searchSourceBuilder.sort("age",SortOrder.ASC);//升序排序
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }
    }
 
    @After
    public void destroy() throws IOException {
        System.out.println("客户端关闭成功");
        esClient.close();
    }
}

过滤字段

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsDocFilterFieldTest {
 
    private final String USERNAME = "用户名";
    private final String PASSWORD="密码";
    private RestHighLevelClient esClient;
 
    @Before
    public void init(){
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        esClient=new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
        System.out.println("客户端初始化成功");
    }
 
    /**
     * 过滤字段
     * @throws IOException
     */
    @Test
    public void testFilterFieldDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder().query(QueryBuilders.matchAllQuery());
        //过滤字段
        String[] excludes={};
        String[] includes={"name"};
        searchSourceBuilder.fetchSource(includes,excludes);
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }
    }
 
    @After
    public void destroy() throws IOException {
        System.out.println("客户端关闭完成");
        esClient.close();
    }
}

高级查询

 package com.example;
 
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestClientBuilder;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.unit.Fuzziness;
import org.elasticsearch.index.query.*;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.aggregations.AggregationBuilders;
import org.elasticsearch.search.aggregations.bucket.terms.TermsAggregationBuilder;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.elasticsearch.search.fetch.subphase.highlight.HighlightBuilder;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
 
import java.io.IOException;
 
public class EsDocAdvancedQueryTest {
 
    private final String USERNAME="用户名";
    private final String PASSWORD="密码";
    private RestHighLevelClient esClient;
 
    @Before
    public void init(){
        BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
        basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
        esClient=new RestHighLevelClient(
                RestClient.builder(new HttpHost("localhost",9200,"http"))
                        .setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
                            @Override
                            public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
                                return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
                            }
                        })
        );
        System.out.println("客户端初始化成功");
    }
 
    /**
     * 聚合查询
     * @throws IOException
     */
    @Test
    public void testAggregateQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
        //查询年龄最大的用户
//        MaxAggregationBuilder aggregationBuilder = AggregationBuilders.max("maxAge").field("age");
        //根据年龄进行分组
        TermsAggregationBuilder aggregationBuilder = AggregationBuilders.terms("ageGroup").field("age");
        sourceBuilder.aggregation(aggregationBuilder);
        searchRequest.source(sourceBuilder);
        SearchResponse response = esClient.search(searchRequest, RequestOptions.DEFAULT);
        
    }
 
    /**
     * 高亮查询
     * @throws IOException
     */
    @Test
    public void testHighlightQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        TermsQueryBuilder queryBuilder = QueryBuilders.termsQuery("name.keyword", "张三");
        HighlightBuilder highlightBuilder = new HighlightBuilder();
        highlightBuilder.preTags("<font color='red'>");//高亮字段前缀
        highlightBuilder.postTags("</font>");//高亮字段后缀
        highlightBuilder.field("name");//高亮显示字段
        searchSourceBuilder.highlighter(highlightBuilder);
        searchSourceBuilder.query(queryBuilder);
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }
 
    }
 
    /**
     * 模糊查询
     * @throws IOException
     */
    @Test
    public void testFuzzyQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        //模糊查询-偏差一个字符
        FuzzyQueryBuilder queryBuilder = QueryBuilders.fuzzyQuery("name", "张").fuzziness(Fuzziness.ONE);
        searchSourceBuilder.query(queryBuilder);
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }
    }
 
    /**
     * 范围查询
     * @throws IOException
     */
    @Test
    public void testRangeQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        RangeQueryBuilder rangeQuery = QueryBuilders.rangeQuery("age");
        rangeQuery.gt(28);//大于
        rangeQuery.lt(32);//小于
        searchSourceBuilder.query(rangeQuery);
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }
    }
 
    /**
     * 组合查询
     * @throws IOException
     */
    @Test
    public void testCombinedQueryDoc() throws IOException {
        SearchRequest searchRequest = new SearchRequest();
        searchRequest.indices("user");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        BoolQueryBuilder boolQueryBuilder = QueryBuilders.boolQuery();
        //必须满足该条件
        boolQueryBuilder.must(QueryBuilders.matchQuery("age",30));
        boolQueryBuilder.must(QueryBuilders.matchQuery("sex","女"));
        searchSourceBuilder.query(boolQueryBuilder);
        searchRequest.source(searchSourceBuilder);
        SearchResponse searchResponse = esClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        for (SearchHit hit : hits) {
            System.out.println(hit.getSourceAsString());
        }
    }
 
    @After
    public void destroy() throws IOException {
        System.out.println("客户端关闭成功");
        esClient.close();
    }
}

Windows集群部署

解压三份elasticsearch放到elasticsearch-cluster文件夹下，如图所示：

配置node-1001/config/elasticsearch.yml,详情如下：

 # ======================== Elasticsearch Configuration =========================
#
# NOTE: Elasticsearch comes with reasonable defaults for most settings.
#       Before you set out to tweak and tune the configuration, make sure you
#       understand what are you trying to accomplish and the consequences.
#
# The primary way of configuring a node is via this file. This template lists
# the most important settings you may want to configure for a production cluster.
#
# Please consult the documentation for further information on configuration options:
# https://www.elastic.co/guide/en/elasticsearch/reference/index.html
#
# ---------------------------------- Cluster -----------------------------------
#
# Use a descriptive name for your cluster:
#
cluster.name: my-application
#
# ------------------------------------ Node ------------------------------------
#
# Use a descriptive name for the node:
#
node.name: node-1001
# 当前节点可以是master节点，也可以是data(数据)节点
node.master: true
node.data: true
#
# Add custom attributes to the node:
#
#node.attr.rack: r1
#
# ----------------------------------- Paths ------------------------------------
#
# Path to directory where to store the data (separate multiple locations by comma):
#
#path.data: /path/to/data
#
# Path to log files:
#
#path.logs: /path/to/logs
#
# ----------------------------------- Memory -----------------------------------
#
# Lock the memory on startup:
#
#bootstrap.memory_lock: true
#
# Make sure that the heap size is set to about half the memory available
# on the system and that the owner of the process is allowed to use this
# limit.
#
# Elasticsearch performs poorly when the system is swapping the memory.
#
# ---------------------------------- Network -----------------------------------
#
# By default Elasticsearch is only accessible on localhost. Set a different
# address here to expose this node on the network:
#
#network.host: 192.168.0.1
network.host: localhost
#
# By default Elasticsearch listens for HTTP traffic on the first free port it
# finds starting at 9200. Set a specific HTTP port here:
#
#http.port: 9200
http.port: 9201
# tcp监听端口
transport.tcp.port: 9301
#
# For more information, consult the network module documentation.
#
# --------------------------------- Discovery ----------------------------------
#
# Pass an initial list of hosts to perform discovery when this node is started:
# The default list of hosts is ["127.0.0.1", "[::1]"]
#
#discovery.seed_hosts: ["host1", "host2"]
#
# Bootstrap the cluster using an initial set of master-eligible nodes:
#
#cluster.initial_master_nodes: ["node-1", "node-2"]
#
# For more information, consult the discovery and cluster formation module documentation.
#
# ---------------------------------- Various -----------------------------------
#
# Require explicit names when deleting indices:
#
#action.destructive_requires_name: true
# 跨域配置
http.cors.enabled: true
http.cors.allow-origin: "*"
#
# ---------------------------------- Security ----------------------------------
#
#                                 *** WARNING ***
#
# Elasticsearch security features are not enabled by default.
# These features are free, but require configuration changes to enable them.
# This means that users don’t have to provide credentials and can get full access
# to the cluster. Network connections are also not encrypted.
#
# To protect your data, we strongly encourage you to enable the Elasticsearch security features. 
# Refer to the following documentation for instructions.
#
# https://www.elastic.co/guide/en/elasticsearch/reference/7.16/configuring-stack-security.html

配置node-1002/config/elasticsearch.yml，详情如下：

 # ======================== Elasticsearch Configuration =========================
#
# NOTE: Elasticsearch comes with reasonable defaults for most settings.
#       Before you set out to tweak and tune the configuration, make sure you
#       understand what are you trying to accomplish and the consequences.
#
# The primary way of configuring a node is via this file. This template lists
# the most important settings you may want to configure for a production cluster.
#
# Please consult the documentation for further information on configuration options:
# https://www.elastic.co/guide/en/elasticsearch/reference/index.html
#
# ---------------------------------- Cluster -----------------------------------
#
# Use a descriptive name for your cluster:
#
cluster.name: my-application
#
# ------------------------------------ Node ------------------------------------
#
# Use a descriptive name for the node:
#
node.name: node-1002
# 当前节点可以是master节点，也可以是data(数据)节点
node.master: true
node.data: true
#
# Add custom attributes to the node:
#
#node.attr.rack: r1
#
# ----------------------------------- Paths ------------------------------------
#
# Path to directory where to store the data (separate multiple locations by comma):
#
#path.data: /path/to/data
#
# Path to log files:
#
#path.logs: /path/to/logs
#
# ----------------------------------- Memory -----------------------------------
#
# Lock the memory on startup:
#
#bootstrap.memory_lock: true
#
# Make sure that the heap size is set to about half the memory available
# on the system and that the owner of the process is allowed to use this
# limit.
#
# Elasticsearch performs poorly when the system is swapping the memory.
#
# ---------------------------------- Network -----------------------------------
#
# By default Elasticsearch is only accessible on localhost. Set a different
# address here to expose this node on the network:
#
#network.host: 192.168.0.1
network.host: localhost
#
# By default Elasticsearch listens for HTTP traffic on the first free port it
# finds starting at 9200. Set a specific HTTP port here:
#
#http.port: 9200
http.port: 9202
# tcp监听端口
transport.tcp.port: 9302
#
# For more information, consult the network module documentation.
#
# --------------------------------- Discovery ----------------------------------
#
# Pass an initial list of hosts to perform discovery when this node is started:
# The default list of hosts is ["127.0.0.1", "[::1]"]
#
#discovery.seed_hosts: ["host1", "host2"]
# 查询主节点
discovery.seed_hosts: ["localhost:9301"]
discovery.zen.fd.ping_timeout: 1m
discovery.zen.fd.ping_retries: 5
#
# Bootstrap the cluster using an initial set of master-eligible nodes:
#
#cluster.initial_master_nodes: ["node-1", "node-2"]
#
# For more information, consult the discovery and cluster formation module documentation.
#
# ---------------------------------- Various -----------------------------------
#
# Require explicit names when deleting indices:
#
#action.destructive_requires_name: true
# 跨域配置
http.cors.enabled: true
http.cors.allow-origin: "*"
#
# ---------------------------------- Security ----------------------------------
#
#                                 *** WARNING ***
#
# Elasticsearch security features are not enabled by default.
# These features are free, but require configuration changes to enable them.
# This means that users don’t have to provide credentials and can get full access
# to the cluster. Network connections are also not encrypted.
#
# To protect your data, we strongly encourage you to enable the Elasticsearch security features. 
# Refer to the following documentation for instructions.
#
# https://www.elastic.co/guide/en/elasticsearch/reference/7.16/configuring-stack-security.html

配置node-1003/config/elasticsearch.yml，详情如下：

 # ======================== Elasticsearch Configuration =========================
#
# NOTE: Elasticsearch comes with reasonable defaults for most settings.
#       Before you set out to tweak and tune the configuration, make sure you
#       understand what are you trying to accomplish and the consequences.
#
# The primary way of configuring a node is via this file. This template lists
# the most important settings you may want to configure for a production cluster.
#
# Please consult the documentation for further information on configuration options:
# https://www.elastic.co/guide/en/elasticsearch/reference/index.html
#
# ---------------------------------- Cluster -----------------------------------
#
# Use a descriptive name for your cluster:
#
cluster.name: my-application
#
# ------------------------------------ Node ------------------------------------
#
# Use a descriptive name for the node:
#
node.name: node-1003
# 当前节点可以是master节点，也可以是data(数据)节点
node.master: true
node.data: true
#
# Add custom attributes to the node:
#
#node.attr.rack: r1
#
# ----------------------------------- Paths ------------------------------------
#
# Path to directory where to store the data (separate multiple locations by comma):
#
#path.data: /path/to/data
#
# Path to log files:
#
#path.logs: /path/to/logs
#
# ----------------------------------- Memory -----------------------------------
#
# Lock the memory on startup:
#
#bootstrap.memory_lock: true
#
# Make sure that the heap size is set to about half the memory available
# on the system and that the owner of the process is allowed to use this
# limit.
#
# Elasticsearch performs poorly when the system is swapping the memory.
#
# ---------------------------------- Network -----------------------------------
#
# By default Elasticsearch is only accessible on localhost. Set a different
# address here to expose this node on the network:
#
#network.host: 192.168.0.1
network.host: localhost
#
# By default Elasticsearch listens for HTTP traffic on the first free port it
# finds starting at 9200. Set a specific HTTP port here:
#
#http.port: 9200
http.port: 9203
# tcp监听端口
transport.tcp.port: 9303
#
# For more information, consult the network module documentation.
#
# --------------------------------- Discovery ----------------------------------
#
# Pass an initial list of hosts to perform discovery when this node is started:
# The default list of hosts is ["127.0.0.1", "[::1]"]
#
#discovery.seed_hosts: ["host1", "host2"]
# 查询主节点
discovery.seed_hosts: ["localhost:9301","localhost:9302"]
discovery.zen.fd.ping_timeout: 1m
discovery.zen.fd.ping_retries: 5
#
# Bootstrap the cluster using an initial set of master-eligible nodes:
#
#cluster.initial_master_nodes: ["node-1", "node-2"]
#
# For more information, consult the discovery and cluster formation module documentation.
#
# ---------------------------------- Various -----------------------------------
#
# Require explicit names when deleting indices:
#
#action.destructive_requires_name: true
# 跨域配置
http.cors.enabled: true
http.cors.allow-origin: "*"
#
# ---------------------------------- Security ----------------------------------
#
#                                 *** WARNING ***
#
# Elasticsearch security features are not enabled by default.
# These features are free, but require configuration changes to enable them.
# This means that users don’t have to provide credentials and can get full access
# to the cluster. Network connections are also not encrypted.
#
# To protect your data, we strongly encourage you to enable the Elasticsearch security features. 
# Refer to the following documentation for instructions.
#
# https://www.elastic.co/guide/en/elasticsearch/reference/7.16/configuring-stack-security.html

分别启动三个elasticsearch，向ES服务器发送GET请求：localhost:9201/_cluster/health

返回结果如下：

 {
    "cluster_name": "my-application",
    "status": "green",
    "timed_out": false,
    "number_of_nodes": 3,
    "number_of_data_nodes": 3,
    "active_primary_shards": 3,
    "active_shards": 6,
    "relocating_shards": 0,
    "initializing_shards": 0,
    "unassigned_shards": 0,
    "delayed_unassigned_shards": 0,
    "number_of_pending_tasks": 0,
    "number_of_in_flight_fetch": 0,
    "task_max_waiting_in_queue_millis": 0,
    "active_shards_percent_as_number": 100
}

posted @ 2023-05-15 17:57 (x²+y²-1)³=x²y³ 阅读(25) 评论(0) 编辑收藏举报

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	{
	"error": {
	"root_cause": [
	{
	"type": "security_exception",
	"reason": "missing authentication credentials for REST request [/shopping]",
	"header": {
	"WWW-Authenticate": "Basic realm=\"security\" charset=\"UTF-8\""
	}
	}
	],
	"type": "security_exception",
	"reason": "missing authentication credentials for REST request [/shopping]",
	"header": {
	"WWW-Authenticate": "Basic realm=\"security\" charset=\"UTF-8\""
	}
	},
	"status": 401
	}

	{
	"acknowledged": true,
	"shards_acknowledged": true,
	"index": "shopping"
	}

	{
	"error": {
	"root_cause": [
	{
	"type": "resource_already_exists_exception",
	"reason": "index [shopping/AhX2GQxcS0mGoueCDaoHAQ] already exists",
	"index_uuid": "AhX2GQxcS0mGoueCDaoHAQ",
	"index": "shopping"
	}
	],
	"type": "resource_already_exists_exception",
	"reason": "index [shopping/AhX2GQxcS0mGoueCDaoHAQ] already exists",
	"index_uuid": "AhX2GQxcS0mGoueCDaoHAQ",
	"index": "shopping"
	},
	"status": 400
	}

	{
	"shopping": {
	"aliases": {},
	"mappings": {},
	"settings": {
	"index": {
	"routing": {
	"allocation": {
	"include": {
	"_tier_preference": "data_content"
	}
	}
	},
	"number_of_shards": "1",
	"provided_name": "shopping",
	"creation_date": "1683371656550",
	"number_of_replicas": "1",
	"uuid": "AhX2GQxcS0mGoueCDaoHAQ",
	"version": {
	"created": "7170999"
	}
	}
	}
	}
	}

	health status index uuid pri rep docs.count docs.deleted store.size pri.store.size
	green open .security-7 hwDpNvCHTBOaEm6xPZd41Q 1 0 60 0 257.3kb 257.3kb
	green open .apm-custom-link dKb_OH1nRbWH92ZujTbVyQ 1 0 0 0 226b 226b
	green open .kibana_7.17.9_001 X5hBUMoFSsGRmJTFqKBuog 1 0 22 1 2.3mb 2.3mb
	green open .kibana_task_manager_7.17.9_001 R9RZBB0GTwGyC-gwmhxvKA 1 0 18 17926 2.1mb 2.1mb
	yellow open book Vh8kwNewTRW7Yh5Ys56s2Q 1 1 107 0 125.1kb 125.1kb
	green open .apm-agent-configuration ASYv5XIrThKW8izq_yX7Qg 1 0 0 0 226b 226b
	green open .tasks KOMoiR2mQS-YTbJE1yvtJA 1 0 6 0 35kb 35kb
	yellow open shopping AhX2GQxcS0mGoueCDaoHAQ 1 1 0 0 226b 226b

	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "O0dk8YcBmL0ibc0IqiTa",//可以自定义id
	"_version": 1,
	"result": "created",
	"_shards": {
	"total": 2,
	"successful": 1,
	"failed": 0
	},
	"_seq_no": 0,
	"_primary_term": 1
	}

	// http://localhost:9200/shopping/_doc/1001，如果不传id参数，会产生默认id，如果传递的id已存在，会先进行删除再创建，版本会增加
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_version": 1,
	"result": "created",
	"_shards": {
	"total": 2,
	"successful": 1,
	"failed": 0
	},
	"_seq_no": 1,
	"_primary_term": 1
	}

	{
	"took": 2,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 1,
	"relation": "eq"
	},
	"max_score": 1.3862942,
	"hits": [
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "O0dk8YcBmL0ibc0IqiTa",
	"_score": 1.3862942,
	"_source": {
	"title": "菠萝手机",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4999
	}
	}
	]
	}
	}

	{
	"took": 1,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 1,
	"relation": "eq"
	},
	"max_score": 1.3862942,
	"hits": [
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_score": 1.3862942,
	"_source": {
	"title": "苹果手机",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4599
	}
	}
	]
	}
	}

	{
	"query": {
	"match_all": {}
	},
	"from": 0,//当前页
	"size": 1,//每页数据
	}

	{
	"query": {
	"match_all": {}
	},
	"_source": ["title"],
	"sort": {
	"price": {
	"order": "desc"
	}
	}
	}

	{
	"took": 12,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 2,
	"relation": "eq"
	},
	"max_score": null,
	"hits": [
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "O0dk8YcBmL0ibc0IqiTa",
	"_score": null,
	"_source": {
	"title": "菠萝手机"
	},
	"sort": [
	4999
	]
	},
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_score": null,
	"_source": {
	"title": "苹果手机"
	},
	"sort": [
	4599
	]
	}
	]
	}
	}

	{
	"query": {
	//条件
	"bool": {
	//必须满足
	"must": [
	{
	"match": {
	"title": "苹果"
	}
	}
	]
	}
	}
	}

	{
	"query": {
	"bool": {
	"should": [
	{
	"match": {
	"category": "电脑"
	}
	},
	{
	"match": {
	"category": "鞋子"
	}
	}
	]
	}
	}
	}

	{
	"query": {
	"bool": {
	"filter": {
	"range": {
	"price": {
	"gt": 5000
	}
	}
	}
	}
	}
	}

	{
	"took": 4,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 1,
	"relation": "eq"
	},
	"max_score": 0,
	"hits": [
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1002",
	"_score": 0,
	"_source": {
	"title": "拯救者R7000",
	"category": "电脑",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 7999
	}
	}
	]
	}
	}

	{
	"took": 8,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 1,
	"relation": "eq"
	},
	"max_score": 3.974918,
	"hits": [
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "O0dk8YcBmL0ibc0IqiTa",
	"_score": 3.974918,
	"_source": {
	"title": "菠萝手机",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4999
	}
	}
	]
	}
	}

	{
	"query": {
	"match": {
	"title": "拯救者"
	}
	},
	"highlight": {
	"fields": {
	"title": {}
	}
	}
	}

	{
	//聚合操作
	"aggs": {
	//名称，随意起
	"price_group": {
	//分组
	"terms": {
	//分组字段
	"field": "price"
	}
	}
	}
	}

	{
	"took": 23,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 5,
	"relation": "eq"
	},
	"max_score": 1,
	"hits": [
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "O0dk8YcBmL0ibc0IqiTa",
	"_score": 1,
	"_source": {
	"title": "菠萝手机",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4999
	}
	},
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_score": 1,
	"_source": {
	"title": "苹果手机",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4599
	}
	},
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1002",
	"_score": 1,
	"_source": {
	"title": "拯救者R7000",
	"category": "电脑",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 7999
	}
	},
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1003",
	"_score": 1,
	"_source": {
	"title": "鸿星尔克男鞋",
	"category": "鞋子",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 139
	}
	},
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1004",
	"_score": 1,
	"_source": {
	"title": "华为mate50 pro",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4999
	}
	}
	]
	},
	"aggregations": {
	"price_group": {
	"doc_count_error_upper_bound": 0,
	"sum_other_doc_count": 0,
	"buckets": [
	{
	"key": 4999,
	"doc_count": 2
	},
	{
	"key": 139,
	"doc_count": 1
	},
	{
	"key": 4599,
	"doc_count": 1
	},
	{
	"key": 7999,
	"doc_count": 1
	}
	]
	}
	}
	}

(x²+y²-1)³=x²y³

Elasticsearch

Elasticsearch

索引操作

创建索引

获取索引

删除索引

文档操作

文档创建

文档查询-id

文档查询-字段

文档查询-分页

文档查询-字段

文档查询-排序

文档查询-条件

文档查询-范围

文档查询-完全匹配

文档查询-高亮显示

查询文档-聚合操作

查询全部文档

更新文档-全量更新

更新文档-局部更新

删除文档

映射

创建映射

查询全部映射

创建映射关系

查询映射关系

Java操作ES

导入依赖

连接ES客户端

索引操作

文档操作

文档的批处理操作

条件查询

分页查询

排序

过滤字段

高级查询

Windows集群部署

公告

搜索

常用链接

我的标签

随笔档案

阅读排行榜

推荐排行榜

	{
	"took": 6,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 5,
	"relation": "eq"
	},
	"max_score": null,
	"hits": []
	},
	"aggregations": {
	"price_group": {
	"doc_count_error_upper_bound": 0,
	"sum_other_doc_count": 0,
	"buckets": [
	{
	"key": 4999,
	"doc_count": 2
	},
	{
	"key": 139,
	"doc_count": 1
	},
	{
	"key": 4599,
	"doc_count": 1
	},
	{
	"key": 7999,
	"doc_count": 1
	}
	]
	}
	}
	}

	{
	"took": 37,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 2,
	"relation": "eq"
	},
	"max_score": 1,
	"hits": [
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "O0dk8YcBmL0ibc0IqiTa",
	"_score": 1,
	"_source": {
	"title": "菠萝手机",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4999
	}
	},
	{
	"_index": "shopping",
	"_type": "_doc",
	"_id": "1001",
	"_score": 1,
	"_source": {
	"title": "菠萝手机",
	"category": "手机",
	"images": "https://img.alicdn.com/bao/uploaded/O1CN01qm88hO1vW26DNcpgR_!!6000000006179-0-yinhe.jpg",
	"price": 4999
	}
	}
	]
	}
	}

	{
	"properties": {
	"name": {
	"type": "text",
	"index": true
	},
	"sex": {
	"type": "keyword",
	"index": true
	},
	"tel": {
	"type": "keyword",
	"index": false
	}
	}
	}

	{
	"user": {
	"mappings": {
	"properties": {
	"name": {
	"type": "text"
	},
	"sex": {
	"type": "keyword"
	},
	"tel": {
	"type": "keyword",
	"index": false
	}
	}
	}
	}
	}

	{
	"_index": "user_create",
	"_type": "1001",
	"_id": "DSCeCYgBDP8jTGSM_NLl",
	"_version": 1,
	"result": "created",
	"_shards": {
	"total": 2,
	"successful": 1,
	"failed": 0
	},
	"_seq_no": 0,
	"_primary_term": 1
	}

	{
	"query": {
	"match": {
	//因为name字段的type为text，可以进行分词且name字段可以被索引，查询name字段中的任一字符均可
	"name": "张"
	}
	}
	}

	{
	"took": 214,
	"timed_out": false,
	"_shards": {
	"total": 1,
	"successful": 1,
	"skipped": 0,
	"failed": 0
	},
	"hits": {
	"total": {
	"value": 1,
	"relation": "eq"
	},
	"max_score": 0.2876821,
	"hits": [
	{
	"_index": "user",
	"_type": "_doc",
	"_id": "1001",
	"_score": 0.2876821,
	"_source": {
	"name": "张三",
	"sex": "先生",
	"tel": "111"
	}
	}
	]
	}
	}

	<!-- https://mvnrepository.com/artifact/org.elasticsearch/elasticsearch -->
	<dependency>
	<groupId>org.elasticsearch</groupId>
	<artifactId>elasticsearch</artifactId>
	<version>7.8.0</version>
	</dependency>
	<!-- https://mvnrepository.com/artifact/org.elasticsearch.client/elasticsearch-rest-high-level-client -->
	<dependency>
	<groupId>org.elasticsearch.client</groupId>
	<artifactId>elasticsearch-rest-high-level-client</artifactId>
	<version>7.8.0</version>
	</dependency>
	<!-- https://mvnrepository.com/artifact/org.apache.logging.log4j/log4j-api -->
	<dependency>
	<groupId>org.apache.logging.log4j</groupId>
	<artifactId>log4j-api</artifactId>
	<version>2.13.3</version>
	</dependency>
	<!-- https://mvnrepository.com/artifact/com.fasterxml.jackson.core/jackson-databind -->
	<dependency>
	<groupId>com.fasterxml.jackson.core</groupId>
	<artifactId>jackson-databind</artifactId>
	<version>2.12.0</version>
	</dependency>
	<!-- https://mvnrepository.com/artifact/junit/junit -->
	<dependency>
	<groupId>junit</groupId>
	<artifactId>junit</artifactId>
	<version>4.12</version>
	<scope>test</scope>
	</dependency>

	package com.example;

	import org.apache.http.HttpHost;
	import org.apache.http.auth.AuthScope;
	import org.apache.http.auth.UsernamePasswordCredentials;
	import org.apache.http.impl.client.BasicCredentialsProvider;
	import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
	import org.elasticsearch.client.RestClient;
	import org.elasticsearch.client.RestClientBuilder;
	import org.elasticsearch.client.RestHighLevelClient;
	import org.junit.Test;

	import java.io.IOException;

	public class EsClientTest {

	private final String USERNAME="用户名";
	private final String PASSWORD = "密码";

	@Test
	public void testClient() throws IOException {
	BasicCredentialsProvider credentialsProvider = new BasicCredentialsProvider();
	credentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
	// 创建ES客户端
	RestHighLevelClient esClient = new RestHighLevelClient(
	RestClient.builder(new HttpHost("localhost",9200,"http"))
	.setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
	@Override
	public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
	return httpAsyncClientBuilder.setDefaultCredentialsProvider(credentialsProvider);
	}
	})
	);

	//关闭ES客户端
	esClient.close();
	}
	}

	package com.example;

	import com.example.entiry.User;
	import com.fasterxml.jackson.databind.ObjectMapper;
	import org.apache.http.HttpHost;
	import org.apache.http.auth.AuthScope;
	import org.apache.http.auth.UsernamePasswordCredentials;
	import org.apache.http.impl.client.BasicCredentialsProvider;
	import org.apache.http.impl.nio.client.HttpAsyncClientBuilder;
	import org.elasticsearch.action.bulk.BulkRequest;
	import org.elasticsearch.action.bulk.BulkResponse;
	import org.elasticsearch.action.delete.DeleteRequest;
	import org.elasticsearch.action.delete.DeleteResponse;
	import org.elasticsearch.action.get.GetRequest;
	import org.elasticsearch.action.get.GetResponse;
	import org.elasticsearch.action.index.IndexRequest;
	import org.elasticsearch.action.index.IndexResponse;
	import org.elasticsearch.action.update.UpdateRequest;
	import org.elasticsearch.action.update.UpdateResponse;
	import org.elasticsearch.client.RequestOptions;
	import org.elasticsearch.client.RestClient;
	import org.elasticsearch.client.RestClientBuilder;
	import org.elasticsearch.client.RestHighLevelClient;
	import org.elasticsearch.common.xcontent.XContentType;
	import org.junit.After;
	import org.junit.Before;
	import org.junit.Test;

	import java.io.IOException;

	public class EsDocTest {

	private final String USERNAME = "用户名";
	private final String PASSWORD = "密码";

	private RestHighLevelClient client;

	@Before
	public void init(){
	BasicCredentialsProvider basicCredentialsProvider = new BasicCredentialsProvider();
	basicCredentialsProvider.setCredentials(AuthScope.ANY,new UsernamePasswordCredentials(USERNAME,PASSWORD));
	client = new RestHighLevelClient(
	RestClient.builder(new HttpHost("localhost",9200,"http"))
	.setHttpClientConfigCallback(new RestClientBuilder.HttpClientConfigCallback() {
	@Override
	public HttpAsyncClientBuilder customizeHttpClient(HttpAsyncClientBuilder httpAsyncClientBuilder) {
	return httpAsyncClientBuilder.setDefaultCredentialsProvider(basicCredentialsProvider);
	}
	})
	);
	System.out.println("客户端初始化完成");
	}

	@Test
	public void testDeleteDoc() throws IOException {
	DeleteRequest deleteRequest = new DeleteRequest();
	deleteRequest.index("user").id("1001");
	DeleteResponse response = client.delete(deleteRequest, RequestOptions.DEFAULT);
	System.out.println(response.getResult());
	}

	@Test
	public void testQueryDoc() throws IOException {
	GetRequest getRequest = new GetRequest();
	getRequest.index("user").id("1001");
	GetResponse response = client.get(getRequest, RequestOptions.DEFAULT);
	System.out.println(response.getSourceAsString());
	}

	@Test
	public void testUpdateDoc() throws IOException {
	UpdateRequest updateRequest = new UpdateRequest();
	updateRequest.index("user")
	.id("1001")
	.doc(XContentType.JSON,"sex","未知");
	UpdateResponse response = client.update(updateRequest, RequestOptions.DEFAULT);
	System.out.println(response.getResult());
	}

	@Test
	public void testInsertDoc() throws IOException {
	// 插入数据
	IndexRequest userIndex = new IndexRequest();
	userIndex.index("user").id("1001");
	User user = User.builder().name("张三").age(24).sex("男").build();
	// 向ES插入数据，必须将数据转换为JSON格式
	ObjectMapper mapper = new ObjectMapper();
	String userJSON = mapper.writeValueAsString(user);
	userIndex.source(userJSON, XContentType.JSON);
	IndexResponse response = client.index(userIndex, RequestOptions.DEFAULT);
	System.out.println(response.getResult());
	}

	@After
	public void destroy() throws IOException {
	client.close();
	System.out.println("客户端关闭成功");
	}
	}