Elasticsearch的Index Template和Dynamic Template

一、什么是 Index Templates

帮助设定 Mappings 和 Setting,并按照一定的规则,自动匹配到新创建的索引之上

  • 模板仅在一个索引被新创建时,才会产生作用。修改模板不会影响已创建的索引
  • 你可以设定多个索引模板,这些设置会被“merge”在一起
  • 你可以指定“oder”的数值,控制“merging”的过程

文档

二、Index Template 的工作方式

当一个索引被创建时

  • 应用 Elasticsearch 默认的 setting 和 mapping
  • 应用 order 数值低的 Index Template 中的设定
  • 应用 order 高的 Index Template 中的设定,之前的设定会被覆盖
  • 应用创建索引时,用户所指定的 Setting 和 Mapping,并覆盖之前模板中的设定
PUT /_template/template_test
{
    "index_patterns" : ["test*"],
    "order" : 1,
    "settings" : {
        "number_of_shards": 1,
        "number_of_replicas" : 2
    },
    "mappings" : {
        "date_detection": false,
        "numeric_detection": true
    }
}
三、什么是 Dynamic Template

根据 Elasticsearch 识别的数据类型,结合字段名称,来动态设定字段类型

  • 所有的字符串类型都设定成 Keyword,或者关闭 Keyword 字段
  • is 开头的字段都设置成 boolean
  • long_开头的都设置成 long 类型

文档

四、Dynamic Template 设定
  • Dynamic Template 是定义在某个索引的 Mapping 中
  • Template 有一个名称
  • 匹配规则是一个数组
  • 为匹配到字段设置 Mapping
PUT my_index
{
  "mappings": {
    "dynamic_templates": [
            {
        "strings_as_boolean": {
          "match_mapping_type":   "string",
          "match":"is*",
          "mapping": {
            "type": "boolean"
          }
        }
      },
      {
        "strings_as_keywords": {
          "match_mapping_type":   "string",
          "mapping": {
            "type": "keyword"
          }
        }
      }
    ]
  }
}
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