企業名サジェスト機能貧乏開発

import { useCallback, useMemo } from "react";

import debounce from "lodash/debounce";

  const searchCompanies = useCallback(
    async (query: string) => {
        // 実際のクエリ処理
    }, [// 実際の依存配列] 
  );

  const debouncedSearch = useMemo(
    () =>
      debounce((query: string) => {
        void searchCompanies(query);
      }, 300), // 300msにした
    [searchCompanies],
  );

"query_string": {
  "query": "*sql*"
}

To fix the problem, use the -s option or set the environment variable TINI_SUBREAPER to register Tini as a child subreaper, or run Tini as PID 1.

#!/bin/bash
set -e

# プラグインがインストールされていない場合のみインストール
if ! [ -d "/usr/share/elasticsearch/plugins/analysis-kuromoji" ]; then
    elasticsearch-plugin install --batch analysis-kuromoji
fi

if ! [ -d "/usr/share/elasticsearch/plugins/analysis-icu" ]; then
    elasticsearch-plugin install analysis-icu --batch;
fi

chmod -R 777 /usr/share/elasticsearch/data

# Elasticsearchを起動
exec /usr/local/bin/docker-entrypoint.sh elasticsearch

docker run -d \
       --name elasticsearch \
       -p 9200:9200 \
       -p 9300:9300 \
       -e "network.host=0.0.0.0" \
       -e "discovery.type=single-node" \
       -e "xpack.security.enabled=false" \
       -v $(dirname "$0")/elasticsearch-entrypoint.sh:/elasticsearch-entrypoint.sh \
    docker.elastic.co/elasticsearch/elasticsearch:7.10.1 \
    /bin/bash /elasticsearch-entrypoint.sh

from elasticsearch import Elasticsearch

es = Elasticsearch(["http://localhost:9200"])

slowlog_template = {
    "index_patterns": ["*"],
    "template": {
        "settings": {
            "index.search.slowlog.threshold.query.warn": "10s",
            "index.search.slowlog.threshold.query.info": "5s",
            "index.search.slowlog.threshold.query.debug": "2s"
        }
    }
}

es.indices.put_template(name="slowlog-template", body=slowlog_template)

from elasticsearch import Elasticsearch

es = Elasticsearch(["http://localhost:9200"])
refresh_template = {"index_patterns": ["*"], "template": {"settings": {"refresh_interval": "-1", "number_of_replicas": 0}}, "priority": 1}
es.indices.put_index_template(name="default", body=refresh_template)

from elasticsearch import Elasticsearch

es = Elasticsearch(["http://localhost:9200"])

index_settings = {
    "settings": {
        "analysis": {
            "analyzer": {
                "kuromoji_analyzer": {
                    "type": "custom",
                    "tokenizer": "kuromoji_tokenizer",
                    "char_filter": ["icu_normalizer", "kana_converter", "remove_special_chars", "normalize_charset_filter"],
                    "filter": [
                        "lowercase",
                        "kuromoji_baseform",
                        "kuromoji_part_of_speech",
                        "ja_stop",
                        "kuromoji_number",
                        "kuromoji_stemmer",
                        "kana_readingform",
                    ],
                },
                "ngram_analyzer": {
                    "type": "custom",
                    "tokenizer": "ngram_tokenizer",
                    "filter": ["lowercase"],
                    "char_filter": ["kana_converter", "remove_special_chars"],
                },
                "edge_ngram_analyzer": {
                    "type": "custom",
                    "tokenizer": "edge_ngram_tokenizer",
                    "filter": ["lowercase"],
                    "char_filter": ["kana_converter", "remove_special_chars"],
                },
            },
            "tokenizer": {
                "ngram_tokenizer": {"type": "ngram", "min_gram": 2, "max_gram": 3, "token_chars": ["letter", "digit"]},
                "edge_ngram_tokenizer": {"type": "edge_ngram", "min_gram": 1, "max_gram": 15, "token_chars": ["letter", "digit"]},
            },
            "char_filter": {
                "kana_converter": {
                    "type": "mapping",
                    "mappings": [
                        # カタカナ→ひらがな（五十音順）
                        "ァ=>ぁ",
                        "ア=>あ",
                        "ィ=>ぃ",
                        (省略)
                        # 半角カタカナ→ひらがな
                        "ｱ=>あ",
                        "ｲ=>い",
                        (省略)
                        # 濁音、半濁音の処理
                        "ｶﾞ=>が",
                        "ｷﾞ=>ぎ",
                        (省略)
                        # 記号の正規化（重複を削除）
                        "．=>",
                        (省略)
                        # 長音符号の統一
                        "ー=>ー",
                        (省略)
                        # 空白文字の統一
                        "　=>",  # 全角スペース除去
                    ],
                },
                "remove_special_chars": {"type": "pattern_replace", "pattern": "[・．，、。：；！？＆（）｛｝［］【】《》〔〕＜＞「」『』〈〉" "''＝＊＋－∽～①②③④⑤⑥⑦⑧⑨⑩]", "replacement": " "},
                "normalize_charset_filter": {
                    "type": "mapping",
                    "mappings": [
                        # 全角英字（大文字）を半角に変換
                        "Ａ=>A",
                        (省略)
                        "Ｚ=>Z",
                        # 全角英字（小文字）を半角に変換
                        "ａ=>a",
                          (省略)
                        "ｚ=>z",
                        # 全角数字を半角に変換
                        "０=>0",
                        (省略)
                        "９=>9",
                        # 全角記号を半角に変換
                        "＆=>&",
                        (省略)
                    ],
                },
            },
            "filter": {"kana_readingform": {"type": "kuromoji_readingform", "use_romaji": False}},
            "normalizer": {"lowercase_normalizer": {"type": "custom", "filter": ["lowercase"]}},
        }
    },
    "mappings": {
        "properties": {
            "company_name": {
                "type": "text",
                "analyzer": "kuromoji_analyzer",
                "search_analyzer": "kuromoji_analyzer",
                "fields": {
                    "keyword": {
                        "type": "keyword",
                        "normalizer": "lowercase_normalizer",
                    },
                    "ngram": {"type": "text", "analyzer": "ngram_analyzer", "search_analyzer": "kuromoji_analyzer"},
                    "edge_ngram": {"type": "text", "analyzer": "edge_ngram_analyzer", "search_analyzer": "kuromoji_analyzer"},
                },
            },
            "company_name_hiragana": {
                "type": "text",
                "analyzer": "kuromoji_analyzer",
                "fields": {
                    "keyword": {"type": "keyword", "normalizer": "lowercase_normalizer"},
                    "ngram": {"type": "text", "analyzer": "ngram_analyzer", "search_analyzer": "kuromoji_analyzer"},
                    "edge_ngram": {"type": "text", "analyzer": "edge_ngram_analyzer", "search_analyzer": "kuromoji_analyzer"},
                },
            },
            "tax_id": {"type": "text", "fields": {"keyword": {"type": "keyword", "ignore_above": 256}}},
        }
    },
}

# インデックスの作成
if es.indices.exists(index="companies"):
    es.indices.delete(index="companies")
    es.indices.create(index="companies", settings=index_settings["settings"], mappings=index_settings["mappings"])

from elasticsearch import Elasticsearch

es = Elasticsearch(["http://localhost:9200"])

settings_body = {"index": {"blocks": {"write": True, "metadata": True, "read_only": True}, "auto_expand_replicas": "0-all"}}
response = es.indices.put_settings(index="companies", body=settings_body)

{
  "multi_match": {
    "query": query,
    "fields": ["company_name", "company_name.ngram", "hiragana_name"],
    "type": "cross_fields",
    "operator": "and"
  }
}

{
  match_phrase_prefix: {
    company_name: {
      query: query,
      max_expansions: 10,
      boost: 3,
    },
  },
},
{
  match_phrase_prefix: {
    hiragana_name: {
      query: query,
      max_expansions: 10,
      boost: 2,
    },
  },
},
{
  match_phrase_prefix: {
    katakana_name: {
      query: query,
      max_expansions: 10,
      boost: 2,
    },
  },
},
{
  prefix: {
    "company_name.keyword": {
      value: query,
      boost: 2,
    },
  },
},