ES6.8.6 创建索引配置分词器、映射字段指定分词器、查询数据高亮显示分词结果（内置分词器、icu、ik、pinyin分词器）
文章目录
-
- ES环境
- 内置分词器，以`simple分词器`示例查询
-
- 创建索引`simple_news`，修改分词器为`simple`
- 插入模拟数据
- 分词查询：返回通过分词查询到的结果、高亮分词
- 分词匹配：写一次示例，其他分词和匹配思路基本一致
-
- 第一步：对输入值`三毛 我愿一生流浪 天才作家`进行分词
- 第二步：被匹配到的`title="我愿一生流浪 | 三毛《撒哈拉的故事"`值进行分词
- 查询词和`title`值匹配结果高亮
- icu分词器
-
- 创建索引`icu_news`，修改分词器为`icu_analyzer`
- 插入模拟数据
- 查询，返回通过分词查询到的结果、高亮的分词
- ik分词器，以`ik_max_word`模式示例查询
-
- 创建索引`ik_news`，修改分词器为`ik_max_word`
- 插入模拟数据
- 查询，返回通过分词查询到的结果、高亮的分词
- pinyin分词器
-
- 创建索引`pinyin_news`
- 插入模拟数据
- 查询，返回通过分词查询到的结果、高亮的分词
- 参考链接
了解分词器是如何分词？分词结果是什么？可以看上一篇文章：
【ES6.8.6 分词器安装&使用、查询分词结果（内置分词器、icu、ik、pinyin分词器）-CSDN博客】
ES环境
- elasticsearch6.8.6版本：已安装ik分词器、icu分词器、pinyin分词器（分词器版本要和es版本一致）
- postman测试工具
- 视图工具elasticsearch-head（https://github.com/mobz/elasticsearch-head）
注！
- 以下postman截图中{{domain}}等于 http://127.0.0.1:9200
- 以下全部用
default配置默认分词器
"settings": {
"analysis": {
"analyzer": {
"default": {
# 修改默认分词器，使用内置或者三方分词器提供的默认名称: icu_analyzer、ik_smart、pinyin等
"type": "simple"
}
}
}
}
如果需要了解自定义分词器配置，可以看：
【ES6.8.6 为索引映射(Mapping)创建自定义分词器，测试分词匹配效果-CSDN博客】
内置分词器，以simple分词器示例查询
创建索引simple_news，修改分词器为simple
# 创建索引命令
PUT /simple_news
参数：
{
"settings": {
"analysis": {
"analyzer": {
"default": {
# 修改默认分词器
"type": "simple"
}
}
}
},
"mapping": {
"_doc": {
"properties": {
"id": {
"type": "long"
},
"title": {
"type": "text",
# 为字段指定分词器
"analyzer": "simple"
},
"uv": {
"type": "long"
},
"create_date": {
"type": "date"
},
"status": {
"type": "int"
},
"remark": {
"type": "text",
# 为字段指定分词器
"analyzer": "simple"
}
}
}
}
}
插入模拟数据
# 批量新增
POST /simple_news/_doc/_bulk
参数
{"index": {"_id": 1}}
{"id":1,"title":"三毛：她把短暂的一生，活成了十世","uv":120,"create_date":"2024-01-15","status":1,"remark":"来源百度搜索"}
{"index": {"_id": 2}}
{"id":2,"title":"我愿一生流浪 | 三毛《撒哈拉的故事","uv":99,"create_date":"2024-01-14","status":1,"remark":"来源知乎搜索"}
{"index": {"_id": 3}}
{"id":3,"title":"离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！","uv":80,"create_date":"2024-01-15","status":1,"remark":"来源搜狐"}
{"index": {"_id": 4}}
{"id":4,"title":"三毛逝世30周年丨一场与三毛穿越时空的对话","uv":150,"create_date":"2024-01-16","status":1,"remark":"来源澎湃新闻"}
{"index": {"_id": 5}}
{"id":5,"title":"三毛：从自闭少女到天才作家","uv":141,"create_date":"2024-01-18","status":1,"remark":"来源光明网"}
{"index": {"_id": 6}}
{"id":6,"title":"超全整理！三毛最出名的11本著作，没读过的一定要看看","uv":200,"create_date":"2024-01-23","status":1,"remark":"来源知乎搜索"}
{"index": {"_id": 7}}
{"id":7,"title":"三毛的英文名为什么叫Echo?","uv":300,"create_date":"2024-01-21","status":1,"remark":"来源百度知道"}
{"index": {"_id": 8}}
{"id":8,"title":"毛国家统计局发布第三季度贸易数据","uv":50,"create_date":"2024-01-23","status":1,"remark":"来源中华人民共和国商务部"}
{"index": {"_id": 9}}
{"id":9,"title":"网易公布2022年第三季度财报|净收入|毛利润","uv":131,"create_date":"2024-01-22","status":1,"remark":"来源网易科技"}
{"index": {"_id": 10}}
{"id":10,"title":"单季盈利超100亿元！比亚迪三季度毛利率超特斯拉","uv":310,"create_date":"2024-01-23","status":1,"remark":"来源新浪财经"}
# 最后要有一空行
# 批量新增数据要以换行分割
插入的数据：
分词查询：返回通过分词查询到的结果、高亮分词
【es官网，高亮查询配置】
# 查询索引simple_news内数据
POST /simple_news/_search
# 参数
{
"query": {
"bool": {
"must": {
"match": {
# 查询的字段title：值会被simple进行分词，然后到表格中匹配数据
"title": "三毛 我愿一生流浪 天才作家"
}
}
}
},
# 高亮结果显示配置
"highlight": {
# 需要高亮显示的字段
"fields": {
"remark": {},
"title": {}
},
# 设置分段的数量不做限制
"number_of_fragments": 0,
# 根据哪个分词配到到的结果进行高亮显示
"post_tags": [
""
],
"pre_tags": [
""
],
"require_field_match": false,
"type": "plain"
},
"from": 0,
"size": 10000,
"sort": [],
"aggs": {}
}
查询结果和返回高亮的词：
{
"took": 6,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 4,
"max_score": 1.9616584,
"hits": [
{
"_index": "simple_news",
"_type": "_doc",
"_id": "2",
"_score": 1.9616584,
"_source": {
"id": 2,
"title": "我愿一生流浪 | 三毛《撒哈拉的故事",
"uv": 99,
"create_date": "2024-01-14",
"status": 1,
"remark": "来源知乎搜索"
},
"highlight": {
"title": [
"我愿一生流浪 | 三毛《撒哈拉的故事"
]
}
},
{
"_index": "simple_news",
"_type": "_doc",
"_id": "5",
"_score": 1.3112576,
"_source": {
"id": 5,
"title": "三毛：从自闭少女到天才作家",
"uv": 141,
"create_date": "2024-01-18",
"status": 1,
"remark": "来源光明网"
},
"highlight": {
"title": [
"三毛：从自闭少女到天才作家"
]
}
},
{
"_index": "simple_news",
"_type": "_doc",
"_id": "1",
"_score": 0.5754429,
"_source": {
"id": 1,
"title": "三毛：她把短暂的一生，活成了十世",
"uv": 120,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源百度搜索"
},
"highlight": {
"title": [
"三毛：她把短暂的一生，活成了十世"
]
}
},
{
"_index": "simple_news",
"_type": "_doc",
"_id": "3",
"_score": 0.2876821,
"_source": {
"id": 3,
"title": "离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！",
"uv": 80,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源搜狐"
},
"highlight": {
"title": [
"离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！"
]
}
}
]
}
}
分词匹配：写一次示例，其他分词和匹配思路基本一致
以上面的查询结果为例，截图如下：
第一步：对输入值三毛 我愿一生流浪 天才作家进行分词
# 查询分词结果
GET /simple_news/_analyze
# 参数
{
"analyzer": "simple",
"text": "三毛 我愿一生流浪 天才作家"
}
分词结果为：三毛、我愿一生流浪、天才作家
{
"tokens": [
{
"token": "三毛",
"start_offset": 0,
"end_offset": 2,
"type": "word",
"position": 0
},
{
"token": "我愿一生流浪",
"start_offset": 3,
"end_offset": 9,
"type": "word",
"position": 1
},
{
"token": "天才作家",
"start_offset": 10,
"end_offset": 14,
"type": "word",
"position": 2
}
]
}
第二步：被匹配到的title="我愿一生流浪 | 三毛《撒哈拉的故事"值进行分词
参考对输入的分词，以同样的步骤，对我愿一生流浪 | 三毛《撒哈拉的故事进行分词
# 查询分词结果
GET /simple_news/_analyze
# 参数
{
"analyzer": "simple",
"text": "我愿一生流浪 | 三毛《撒哈拉的故事"
}
分词结果为：我愿一生流浪、三毛、撒哈拉的故事
{
"tokens": [
{
"token": "我愿一生流浪",
"start_offset": 0,
"end_offset": 6,
"type": "word",
"position": 0
},
{
"token": "三毛",
"start_offset": 9,
"end_offset": 11,
"type": "word",
"position": 1
},
{
"token": "撒哈拉的故事",
"start_offset": 12,
"end_offset": 18,
"type": "word",
"position": 2
}
]
}
查询词和title值匹配结果高亮
综合前面两步对三毛 我愿一生流浪 天才作家和我愿一生流浪 | 三毛《撒哈拉的故事的分词结果。
所以被匹配到的词有三毛和我愿一生流浪，所以高亮的词（被匹配到的词）就是这两个：
icu分词器
创建索引icu_news，修改分词器为icu_analyzer
postman请求：
请求命令：
PUT {{domain}}/icu_news
# 参数
{
"settings": {
"analysis": {
"analyzer": {
"default": {
# 修改分词器名称
"type": "icu_analyzer"
}
}
}
},
"mapping": {
"_doc": {
"properties": {
"id": {
"type": "long"
},
"title": {
"type": "text",
# 修改分词器
"analyzer": "icu_analyzer"
},
"uv": {
"type": "long"
},
"create_date": {
"type": "date"
},
"status": {
"type": "int"
},
"remark": {
"type": "text",
"analyzer": "icu_analyzer"
}
}
}
}
}
插入模拟数据
POST {{domain}}/icu_news/_doc/_bulk
# 参数
{"index": {"_id": 1}}
{"id":1,"title":"三毛：她把短暂的一生，活成了十世","uv":120,"create_date":"2024-01-15","status":1,"remark":"来源百度搜索"}
{"index": {"_id": 2}}
{"id":2,"title":"我愿一生流浪 | 三毛《撒哈拉的故事","uv":99,"create_date":"2024-01-14","status":1,"remark":"来源知乎搜索"}
{"index": {"_id": 3}}
{"id":3,"title":"离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！","uv":80,"create_date":"2024-01-15","status":1,"remark":"来源搜狐"}
{"index": {"_id": 4}}
{"id":4,"title":"三毛逝世30周年丨一场与三毛穿越时空的对话","uv":150,"create_date":"2024-01-16","status":1,"remark":"来源澎湃新闻"}
{"index": {"_id": 5}}
{"id":5,"title":"三毛：从自闭少女到天才作家","uv":141,"create_date":"2024-01-18","status":1,"remark":"来源光明网"}
{"index": {"_id": 6}}
{"id":6,"title":"超全整理！三毛最出名的11本著作，没读过的一定要看看","uv":200,"create_date":"2024-01-23","status":1,"remark":"来源知乎搜索"}
{"index": {"_id": 7}}
{"id":7,"title":"三毛的英文名为什么叫Echo?","uv":300,"create_date":"2024-01-21","status":1,"remark":"来源百度知道"}
{"index": {"_id": 8}}
{"id":8,"title":"毛国家统计局发布第三季度贸易数据","uv":50,"create_date":"2024-01-23","status":1,"remark":"来源中华人民共和国商务部"}
{"index": {"_id": 9}}
{"id":9,"title":"网易公布2022年第三季度财报|净收入|毛利润","uv":131,"create_date":"2024-01-22","status":1,"remark":"来源网易科技"}
{"index": {"_id": 10}}
{"id":10,"title":"单季盈利超100亿元！比亚迪三季度毛利率超特斯拉","uv":310,"create_date":"2024-01-23","status":1,"remark":"来源新浪财经"}
数据内容同上，除索引名称、分词器不一样外，其他一样：
查询，返回通过分词查询到的结果、高亮的分词
POST {{domain}}/icu_news/_search
# 参数
{
"query": {
"bool": {
"must": {
"match": {
# 查询文本同上，分词方式不同
"title": "三毛 我愿一生流浪 天才作家"
}
}
}
},
"highlight": {
"fields": {
"remark": {},
"title": {}
},
"number_of_fragments": 0,
"post_tags": [
""
],
"pre_tags": [
""
],
"require_field_match": false,
"type": "plain"
},
"from": 0,
"size": 10000,
"sort": [],
"aggs": {}
}
分词查询结果：
通过icu分词器的分词查询，天才作家也进行了高亮，说明通过天才作家匹配到了记录。
{
"took": 7,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 7,
"max_score": 4.7378397,
"hits": [
{
"_index": "icu_news",
"_type": "_doc",
"_id": "2",
"_score": 4.7378397,
"_source": {
"id": 2,
"title": "我愿一生流浪 | 三毛《撒哈拉的故事",
"uv": 99,
"create_date": "2024-01-14",
"status": 1,
"remark": "来源知乎搜索"
},
"highlight": {
"title": [
"我愿一生流浪 | 三毛《撒哈拉的故事"
]
}
},
{
"_index": "icu_news",
"_type": "_doc",
"_id": "5",
"_score": 4.1822214,
"_source": {
"id": 5,
"title": "三毛：从自闭少女到天才作家",
"uv": 141,
"create_date": "2024-01-18",
"status": 1,
"remark": "来源光明网"
},
"highlight": {
"title": [
"三毛：从自闭少女到天才作家"
]
}
},
{
"_index": "icu_news",
"_type": "_doc",
"_id": "1",
"_score": 0.83287835,
"_source": {
"id": 1,
"title": "三毛：她把短暂的一生，活成了十世",
"uv": 120,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源百度搜索"
},
"highlight": {
"title": [
"三毛：她把短暂的一生，活成了十世"
]
}
},
{
"_index": "icu_news",
"_type": "_doc",
"_id": "3",
"_score": 0.2876821,
"_source": {
"id": 3,
"title": "离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！",
"uv": 80,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源搜狐"
},
"highlight": {
"title": [
"离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！"
]
}
},
{
"_index": "icu_news",
"_type": "_doc",
"_id": "7",
"_score": 0.19214728,
"_source": {
"id": 7,
"title": "三毛的英文名为什么叫Echo?",
"uv": 300,
"create_date": "2024-01-21",
"status": 1,
"remark": "来源百度知道"
},
"highlight": {
"title": [
"三毛的英文名为什么叫Echo?"
]
}
},
{
"_index": "icu_news",
"_type": "_doc",
"_id": "4",
"_score": 0.18085617,
"_source": {
"id": 4,
"title": "三毛逝世30周年丨一场与三毛穿越时空的对话",
"uv": 150,
"create_date": "2024-01-16",
"status": 1,
"remark": "来源澎湃新闻"
},
"highlight": {
"title": [
"三毛逝世30周年丨一场与三毛穿越时空的对话"
]
}
},
{
"_index": "icu_news",
"_type": "_doc",
"_id": "6",
"_score": 0.119052075,
"_source": {
"id": 6,
"title": "超全整理！三毛最出名的11本著作，没读过的一定要看看",
"uv": 200,
"create_date": "2024-01-23",
"status": 1,
"remark": "来源知乎搜索"
},
"highlight": {
"title": [
"超全整理！三毛最出名的11本著作，没读过的一定要看看"
]
}
}
]
}
}
ik分词器，以ik_max_word模式示例查询
创建索引ik_news，修改分词器为ik_max_word
PUT {{domain}}/ik_news
# 参数
{
"settings": {
"analysis": {
"analyzer": {
"default": {
# 指定ik最大粒度分词
"type": "ik_max_word"
}
}
}
},
"mapping": {
"_doc": {
"properties": {
"id": {
"type": "long"
},
"title": {
"type": "text",
# 指定ik最大粒度分词
"analyzer": "ik_max_word"
},
"uv": {
"type": "long"
},
"create_date": {
"type": "date"
},
"status": {
"type": "int"
},
"remark": {
"type": "text",
# 指定ik最大粒度分词
"analyzer": "ik_max_word"
}
}
}
}
}
插入模拟数据
（略）数据内容同上，除索引名称、分词器不一样外，其他一样。
查询，返回通过分词查询到的结果、高亮的分词
请求查询命令：
POST {{domain}}/ik_news/_search
# 查询参数
{
"query": {
"bool": {
"must": {
"match": {
"title": "三毛 我愿一生流浪 天才作家"
}
}
}
},
"highlight": {
"fields": {
"remark": {},
"title": {}
},
"number_of_fragments": 0,
"post_tags": [
""
],
"pre_tags": [
""
],
"require_field_match": false,
"type": "plain"
},
"from": 0,
"size": 10000,
"sort": [],
"aggs": {}
}
分词查询结果：
观察高亮标签，对比icu分词器查询的结果更多了。说明ik_max_word对词的拆分粒度更大。
尤其可以分析以下_id=8的数据，和原本应该查的关系关联度是非常低的。（风马牛不相及）
{
"took": 13,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 10,
"max_score": 6.2969456,
"hits": [
{
"_index": "ik_news",
"_type": "_doc",
"_id": "2",
"_score": 6.2969456,
"_source": {
"id": 2,
"title": "我愿一生流浪 | 三毛《撒哈拉的故事",
"uv": 99,
"create_date": "2024-01-14",
"status": 1,
"remark": "来源知乎搜索"
},
"highlight": {
"title": [
"我愿一生流浪 | 三毛《撒哈拉的故事"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "5",
"_score": 4.8469224,
"_source": {
"id": 5,
"title": "三毛：从自闭少女到天才作家",
"uv": 141,
"create_date": "2024-01-18",
"status": 1,
"remark": "来源光明网"
},
"highlight": {
"title": [
"三毛：从自闭少女到天才作家"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "1",
"_score": 2.5841205,
"_source": {
"id": 1,
"title": "三毛：她把短暂的一生，活成了十世",
"uv": 120,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源百度搜索"
},
"highlight": {
"title": [
"三毛：她把短暂的一生，活成了十世"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "3",
"_score": 0.8630463,
"_source": {
"id": 3,
"title": "离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！",
"uv": 80,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源搜狐"
},
"highlight": {
"title": [
"离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "4",
"_score": 0.6511617,
"_source": {
"id": 4,
"title": "三毛逝世30周年丨一场与三毛穿越时空的对话",
"uv": 150,
"create_date": "2024-01-16",
"status": 1,
"remark": "来源澎湃新闻"
},
"highlight": {
"title": [
"三毛逝世30周年丨一场与三毛穿越时空的对话"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "7",
"_score": 0.55606395,
"_source": {
"id": 7,
"title": "三毛的英文名为什么叫Echo?",
"uv": 300,
"create_date": "2024-01-21",
"status": 1,
"remark": "来源百度知道"
},
"highlight": {
"title": [
"三毛的英文名为什么叫Echo?"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "6",
"_score": 0.5000325,
"_source": {
"id": 6,
"title": "超全整理！三毛最出名的11本著作，没读过的一定要看看",
"uv": 200,
"create_date": "2024-01-23",
"status": 1,
"remark": "来源知乎搜索"
},
"highlight": {
"title": [
"超全整理！三毛最出名的11本著作，没读过的一定要看看"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "8",
"_score": 0.45885387,
"_source": {
"id": 8,
"title": "毛国家统计局发布第三季度贸易数据",
"uv": 50,
"create_date": "2024-01-23",
"status": 1,
"remark": "来源中华人民共和国商务部"
},
"highlight": {
"title": [
"毛国家统计局发布第三季度贸易数据"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "9",
"_score": 0.42383182,
"_source": {
"id": 9,
"title": "网易公布2022年第三季度财报|净收入|毛利润",
"uv": 131,
"create_date": "2024-01-22",
"status": 1,
"remark": "来源网易科技"
},
"highlight": {
"title": [
"网易公布2022年第三季度财报|净收入|毛利润"
]
}
},
{
"_index": "ik_news",
"_type": "_doc",
"_id": "10",
"_score": 0.09917182,
"_source": {
"id": 10,
"title": "单季盈利超100亿元！比亚迪三季度毛利率超特斯拉",
"uv": 310,
"create_date": "2024-01-23",
"status": 1,
"remark": "来源新浪财经"
},
"highlight": {
"title": [
"单季盈利超100亿元！比亚迪三季度毛利率超特斯拉"
]
}
}
]
}
}
pinyin分词器
创建索引pinyin_news
PUT {{domain}}/pinyin_news
# 创建参数
{
"settings": {
"index": {
"number_of_shards": "5",
"number_of_replicas": "1"
},
"analysis": {
"analyzer": {
"default": {
# 拼音分词器默认名称
"type": "pinyin"
}
}
}
},
"mapping": {
"_doc": {
"properties": {
"id": {
"type": "long"
},
"title": {
"type": "text",
"analyzer": "pinyin"
},
"uv": {
"type": "long"
},
"create_date": {
"type": "date"
},
"status": {
"type": "int"
},
"remark": {
"type": "text",
"analyzer": "pinyin"
}
}
}
}
}
插入模拟数据
（略）数据内容同上，除索引名称、分词器不一样外，其他一样。
查询，返回通过分词查询到的结果、高亮的分词
请求查询的命令：
POST {{domain}}/pinyin_news/_search
# 查询参数，pingyin
{
"query": {
"bool": {
"must": {
"match": {
# 查询参数写拼音，也能查到title字段是汉字的结果
"title": "sanmao woyuanyishengliulang tiancaizuojia"
}
}
}
},
"highlight": {
"fields": {
"remark": {},
"title": {}
},
"number_of_fragments": 0,
"post_tags": [
""
],
"pre_tags": [
""
],
"require_field_match": false,
"type": "plain"
},
"from": 0,
"size": 10000,
"sort": [],
"aggs": {}
}
分词查询结果：
通过拼音同样能查询到es中的中文记录，但是，pinyin分词对高亮结果的返回可能不太支持，全部都是空标签。
{
"took": 123,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 10,
"max_score": 6.046854,
"hits": [
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "2",
"_score": 6.046854,
"_source": {
"id": 2,
"title": "我愿一生流浪 | 三毛《撒哈拉的故事",
"uv": 99,
"create_date": "2024-01-14",
"status": 1,
"remark": "来源知乎搜索"
},
"highlight": {
"remark": [
"来源知乎搜索"
],
"title": [
"我愿一生流浪 | 三毛《撒哈拉的故事"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "5",
"_score": 4.6167893,
"_source": {
"id": 5,
"title": "三毛：从自闭少女到天才作家",
"uv": 141,
"create_date": "2024-01-18",
"status": 1,
"remark": "来源光明网"
},
"highlight": {
"remark": [
"来源光明网"
],
"title": [
"三毛：从自闭少女到天才作家"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "1",
"_score": 1.7759907,
"_source": {
"id": 1,
"title": "三毛：她把短暂的一生，活成了十世",
"uv": 120,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源百度搜索"
},
"highlight": {
"remark": [
"来源百度搜索"
],
"title": [
"三毛：她把短暂的一生，活成了十世"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "10",
"_score": 1.6479323,
"_source": {
"id": 10,
"title": "单季盈利超100亿元！比亚迪三季度毛利率超特斯拉",
"uv": 310,
"create_date": "2024-01-23",
"status": 1,
"remark": "来源新浪财经"
},
"highlight": {
"remark": [
"来源新浪财经"
],
"title": [
"单季盈利超100亿元！比亚迪三季度毛利率超特斯拉"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "3",
"_score": 1.4564657,
"_source": {
"id": 3,
"title": "离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！",
"uv": 80,
"create_date": "2024-01-15",
"status": 1,
"remark": "来源搜狐"
},
"highlight": {
"remark": [
"来源搜狐"
],
"title": [
"离世33年仍是“华语顶流”，三毛“珍贵录音”揭露人生真相：世界是对的，但我也没错！"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "8",
"_score": 1.352735,
"_source": {
"id": 8,
"title": "毛国家统计局发布第三季度贸易数据",
"uv": 50,
"create_date": "2024-01-23",
"status": 1,
"remark": "来源中华人民共和国商务部"
},
"highlight": {
"remark": [
"来源中华人民共和国商务部"
],
"title": [
"毛国家统计局发布第三季度贸易数据"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "6",
"_score": 1.3015552,
"_source": {
"id": 6,
"title": "超全整理！三毛最出名的11本著作，没读过的一定要看看",
"uv": 200,
"create_date": "2024-01-23",
"status": 1,
"remark": "来源知乎搜索"
},
"highlight": {
"remark": [
"来源知乎搜索"
],
"title": [
"超全整理！三毛最出名的11本著作，没读过的一定要看看"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "9",
"_score": 1.2533218,
"_source": {
"id": 9,
"title": "网易公布2022年第三季度财报|净收入|毛利润",
"uv": 131,
"create_date": "2024-01-22",
"status": 1,
"remark": "来源网易科技"
},
"highlight": {
"remark": [
"来源网易科技"
],
"title": [
"网易公布2022年第三季度财报|净收入|毛利润"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "4",
"_score": 0.5007427,
"_source": {
"id": 4,
"title": "三毛逝世30周年丨一场与三毛穿越时空的对话",
"uv": 150,
"create_date": "2024-01-16",
"status": 1,
"remark": "来源澎湃新闻"
},
"highlight": {
"remark": [
"来源澎湃新闻"
],
"title": [
"三毛逝世30周年丨一场与三毛穿越时空的对话"
]
}
},
{
"_index": "pinyin_news",
"_type": "_doc",
"_id": "7",
"_score": 0.3807567,
"_source": {
"id": 7,
"title": "三毛的英文名为什么叫Echo?",
"uv": 300,
"create_date": "2024-01-21",
"status": 1,
"remark": "来源百度知道"
},
"highlight": {
"remark": [
"来源百度知道"
],
"title": [
"三毛的英文名为什么叫Echo?"
]
}
}
]
}
}
参考链接
- ElasticSearch 的使用-高亮查询
- 使用Postman操作es的_bulk批量导入操作_es批量 _bulk postman-CSDN博客