在 Elasticsearch 中突出显示嵌套对象

Question

Here is my sample dataset,

{
   "parent":[
      {
         "name":"John Doe 1",
         "age":"100 year",
         "sex":"male",
         "child":[
            {
               "name":"Jane Doe 1",
               "height":100.00,
               "width":100.00
            },
            {
               "name":"Jane Doe 2",
               "height":100.00,
               "width":100.00
            }
         ]
      },
      {
         "name":"John Doe 2",
         "age":"100 year",
         "sex":"male",
         "child":[
            {
               "name":"Jane Doe 3",
               "height":100.00,
               "width":100.00
            },
            {
               "name":"Jane Doe 4",
               "height":100.00,
               "width":100.00
            }
         ]
      }
   ]
}

And my definition:

{
  "settings": {
    "index": {
      "analysis": {
        "analyzer": {
          "default": {
            "type": "simple"
          }
        }
      }
    }
  },
  "mappings": {
    "_doc": {
      "properties": {
        "parent": {
          "type": "nested",
          "properties": {
            "name": {
              "type": "keyword"
            },
            "age": {
              "type": "text"
            },
            "sex": {
              "type": "text"
            },
            "child": {
              "type": "nested",
              "properties": {
                "name": {
                  "type": "text"
                },
                "height": {
                  "type": "float"
                },
                "width": {
                  "type": "float"
                }
              }
            }
          }
        }
      }
    }
  }
}

I'm using the following query to look for matches in the parent.name property and can get highlights.

{
  "query": {
    "bool": {
      "should": [
        {
          "nested": {
            "inner_hits": {
              "highlight": {
                "fields": {
                  "parent.name": {}
                },
                "number_of_fragments": 0,
                "pre_tags": [
                  "<span>"
                ],
                "post_tags": [
                  "</span>"
                ]
              }
            },
            "path": "parent",
            "query": {
              "bool": {
                "must": [
                  {
                    "match": {
                      "parent.name": {
                        "query": "John",
                        "fuzziness": "AUTO:3,6",
                        "prefix_length": "0"
                      }
                    }
                  }
                ]
              }
            }
          }
        }
      ],
    }
  },
  "_source": ["parent"],
  "sort": [
    {
      "_score": {
        "order": "desc"
      }
    },
    {
      "createdOn": {
        "order": "desc"
      }
    }
  ]
}

Is there a way to get inline highlights for the matches in the child.name properties also so that it would be easy to find exactly which element of that corresponding array got matched?

For example, for the given sample data, if I search by "Doe", I'm expecting to get 6 hits, whereas if I search by "Jane", I would get only 4.

Answer 1

You can simply add another nested query clause inside you top level should .

Here's how your query should look:

{
  "query": {
    "bool": {
      "should": [
        {
          "nested": {
            "inner_hits": {
              "highlight": {
                "fields": {
                  "parent.name": {}
                },
                "number_of_fragments": 0,
                "pre_tags": [
                  "<span>"
                ],
                "post_tags": [
                  "</span>"
                ]
              }
            },
            "path": "parent",
            "query": {
              "bool": {
                "must": [
                  {
                    "match": {
                      "parent.name": {
                        "query": "John Doe 1"
                      }
                    }
                  }
                ]
              }
            }
          }
        },
        {
          "nested": {
            "inner_hits": {
              "highlight": {
                "fields": {
                  "parent.child.name": {}
                },
                "number_of_fragments": 0,
                "pre_tags": [
                  "<span>"
                ],
                "post_tags": [
                  "</span>"
                ]
              }
            },
            "path": "parent.child",
            "query": {
              "bool": {
                "must": [
                  {
                    "match": {
                      "parent.child.name": {
                        "query": "Jane Doe 1"
                      }
                    }
                  }
                ]
              }
            }
          }
        }
      ],
      "minimum_should_match": 1
    }
  },
  "_source": ["parent"],
  "sort": [
    {
      "_score": {
        "order": "desc"
      }
    },
    {
      "createdOn": {
        "order": "desc"
      }
    }
  ]
}