OpenSearch/docs/reference/analysis/analyzers/lang-analyzer.asciidoc

[[analysis-lang-analyzer]]
=== Language Analyzers

A set of analyzers aimed at analyzing specific language text. The
following types are supported:
<<arabic-analyzer,`arabic`>>,
<<armenian-analyzer,`armenian`>>,
<<basque-analyzer,`basque`>>,
<<bengali-analyzer,`bengali`>>,
<<brazilian-analyzer,`brazilian`>>,
<<bulgarian-analyzer,`bulgarian`>>,
<<catalan-analyzer,`catalan`>>,
<<cjk-analyzer,`cjk`>>,
<<czech-analyzer,`czech`>>,
<<danish-analyzer,`danish`>>,
<<dutch-analyzer,`dutch`>>,
<<english-analyzer,`english`>>,
<<finnish-analyzer,`finnish`>>,
<<french-analyzer,`french`>>,
<<galician-analyzer,`galician`>>,
<<german-analyzer,`german`>>,
<<greek-analyzer,`greek`>>,
<<hindi-analyzer,`hindi`>>,
<<hungarian-analyzer,`hungarian`>>,
<<indonesian-analyzer,`indonesian`>>,
<<irish-analyzer,`irish`>>,
<<italian-analyzer,`italian`>>,
<<latvian-analyzer,`latvian`>>,
<<lithuanian-analyzer,`lithuanian`>>,
<<norwegian-analyzer,`norwegian`>>,
<<persian-analyzer,`persian`>>,
<<portuguese-analyzer,`portuguese`>>,
<<romanian-analyzer,`romanian`>>,
<<russian-analyzer,`russian`>>,
<<sorani-analyzer,`sorani`>>,
<<spanish-analyzer,`spanish`>>,
<<swedish-analyzer,`swedish`>>,
<<turkish-analyzer,`turkish`>>,
<<thai-analyzer,`thai`>>.

==== Configuring language analyzers

===== Stopwords

All analyzers support setting custom `stopwords` either internally in
the config, or by using an external stopwords file by setting
`stopwords_path`. Check <<analysis-stop-analyzer,Stop Analyzer>> for
more details.

===== Excluding words from stemming

The `stem_exclusion` parameter allows you to specify an array
of lowercase words that should not be stemmed.  Internally, this
functionality is implemented by adding the
<<analysis-keyword-marker-tokenfilter,`keyword_marker` token filter>>
with the `keywords` set to the value of the `stem_exclusion` parameter.

The following analyzers support setting custom `stem_exclusion` list:
`arabic`, `armenian`, `basque`, `bengali`, `bulgarian`, `catalan`, `czech`,
`dutch`, `english`, `finnish`, `french`, `galician`,
`german`, `hindi`, `hungarian`, `indonesian`, `irish`, `italian`, `latvian`,
`lithuanian`, `norwegian`, `portuguese`, `romanian`, `russian`, `sorani`,
`spanish`, `swedish`, `turkish`.

==== Reimplementing language analyzers

The built-in language analyzers can be reimplemented as `custom` analyzers
(as described below) in order to customize their behaviour.

NOTE: If you do not intend to exclude words from being stemmed (the
equivalent of the `stem_exclusion` parameter above), then you should remove
the `keyword_marker` token filter from the custom analyzer configuration.

[[arabic-analyzer]]
===== `arabic` analyzer

The `arabic` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /arabic_example
{
  "settings": {
    "analysis": {
      "filter": {
        "arabic_stop": {
          "type":       "stop",
          "stopwords":  "_arabic_" <1>
        },
        "arabic_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["مثال"] <2>
        },
        "arabic_stemmer": {
          "type":       "stemmer",
          "language":   "arabic"
        }
      },
      "analyzer": {
        "rebuilt_arabic": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "decimal_digit",
            "arabic_stop",
            "arabic_normalization",
            "arabic_keywords",
            "arabic_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"arabic_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: arabic_example, first: arabic, second: rebuilt_arabic}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[armenian-analyzer]]
===== `armenian` analyzer

The `armenian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /armenian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "armenian_stop": {
          "type":       "stop",
          "stopwords":  "_armenian_" <1>
        },
        "armenian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["օրինակ"] <2>
        },
        "armenian_stemmer": {
          "type":       "stemmer",
          "language":   "armenian"
        }
      },
      "analyzer": {
        "rebuilt_armenian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "armenian_stop",
            "armenian_keywords",
            "armenian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"armenian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: armenian_example, first: armenian, second: rebuilt_armenian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[basque-analyzer]]
===== `basque` analyzer

The `basque` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /basque_example
{
  "settings": {
    "analysis": {
      "filter": {
        "basque_stop": {
          "type":       "stop",
          "stopwords":  "_basque_" <1>
        },
        "basque_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["Adibidez"] <2>
        },
        "basque_stemmer": {
          "type":       "stemmer",
          "language":   "basque"
        }
      },
      "analyzer": {
        "rebuilt_basque": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "basque_stop",
            "basque_keywords",
            "basque_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"basque_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: basque_example, first: basque, second: rebuilt_basque}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[bengali-analyzer]]
===== `bengali` analyzer

The `bengali` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /bengali_example
{
  "settings": {
    "analysis": {
      "filter": {
        "bengali_stop": {
          "type":       "stop",
          "stopwords":  "_bengali_" <1>
        },
        "bengali_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["উদাহরণ"] <2>
        },
        "bengali_stemmer": {
          "type":       "stemmer",
          "language":   "bengali"
        }
      },
      "analyzer": {
        "rebuilt_bengali": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "decimal_digit",
            "bengali_keywords",
            "indic_normalization",
            "bengali_normalization",
            "bengali_stop",
            "bengali_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"bengali_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: bengali_example, first: bengali, second: rebuilt_bengali}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[brazilian-analyzer]]
===== `brazilian` analyzer

The `brazilian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /brazilian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "brazilian_stop": {
          "type":       "stop",
          "stopwords":  "_brazilian_" <1>
        },
        "brazilian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["exemplo"] <2>
        },
        "brazilian_stemmer": {
          "type":       "stemmer",
          "language":   "brazilian"
        }
      },
      "analyzer": {
        "rebuilt_brazilian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "brazilian_stop",
            "brazilian_keywords",
            "brazilian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"brazilian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: brazilian_example, first: brazilian, second: rebuilt_brazilian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[bulgarian-analyzer]]
===== `bulgarian` analyzer

The `bulgarian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /bulgarian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "bulgarian_stop": {
          "type":       "stop",
          "stopwords":  "_bulgarian_" <1>
        },
        "bulgarian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["пример"] <2>
        },
        "bulgarian_stemmer": {
          "type":       "stemmer",
          "language":   "bulgarian"
        }
      },
      "analyzer": {
        "rebuilt_bulgarian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "bulgarian_stop",
            "bulgarian_keywords",
            "bulgarian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"bulgarian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: bulgarian_example, first: bulgarian, second: rebuilt_bulgarian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[catalan-analyzer]]
===== `catalan` analyzer

The `catalan` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /catalan_example
{
  "settings": {
    "analysis": {
      "filter": {
        "catalan_elision": {
          "type":       "elision",
          "articles":   [ "d", "l", "m", "n", "s", "t"],
          "articles_case": true
        },
        "catalan_stop": {
          "type":       "stop",
          "stopwords":  "_catalan_" <1>
        },
        "catalan_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["exemple"] <2>
        },
        "catalan_stemmer": {
          "type":       "stemmer",
          "language":   "catalan"
        }
      },
      "analyzer": {
        "rebuilt_catalan": {
          "tokenizer":  "standard",
          "filter": [
            "catalan_elision",
            "lowercase",
            "catalan_stop",
            "catalan_keywords",
            "catalan_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"catalan_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: catalan_example, first: catalan, second: rebuilt_catalan}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[cjk-analyzer]]
===== `cjk` analyzer

NOTE: You may find that `icu_analyzer` in the ICU analysis plugin works better
for CJK text than the `cjk` analyzer.  Experiment with your text and queries.

The `cjk` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /cjk_example
{
  "settings": {
    "analysis": {
      "filter": {
        "english_stop": {
          "type":       "stop",
          "stopwords":  [ <1>
            "a", "and", "are", "as", "at", "be", "but", "by", "for",
            "if", "in", "into", "is", "it", "no", "not", "of", "on",
            "or", "s", "such", "t", "that", "the", "their", "then",
            "there", "these", "they", "this", "to", "was", "will",
            "with", "www"
          ]
        }
      },
      "analyzer": {
        "rebuilt_cjk": {
          "tokenizer":  "standard",
          "filter": [
            "cjk_width",
            "lowercase",
            "cjk_bigram",
            "english_stop"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"cjk_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: cjk_example, first: cjk, second: rebuilt_cjk}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters. The default stop words are
    *almost* the same as the `_english_` set, but not exactly
    the same.

[[czech-analyzer]]
===== `czech` analyzer

The `czech` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /czech_example
{
  "settings": {
    "analysis": {
      "filter": {
        "czech_stop": {
          "type":       "stop",
          "stopwords":  "_czech_" <1>
        },
        "czech_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["příklad"] <2>
        },
        "czech_stemmer": {
          "type":       "stemmer",
          "language":   "czech"
        }
      },
      "analyzer": {
        "rebuilt_czech": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "czech_stop",
            "czech_keywords",
            "czech_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"czech_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: czech_example, first: czech, second: rebuilt_czech}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[danish-analyzer]]
===== `danish` analyzer

The `danish` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /danish_example
{
  "settings": {
    "analysis": {
      "filter": {
        "danish_stop": {
          "type":       "stop",
          "stopwords":  "_danish_" <1>
        },
        "danish_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["eksempel"] <2>
        },
        "danish_stemmer": {
          "type":       "stemmer",
          "language":   "danish"
        }
      },
      "analyzer": {
        "rebuilt_danish": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "danish_stop",
            "danish_keywords",
            "danish_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"danish_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: danish_example, first: danish, second: rebuilt_danish}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[dutch-analyzer]]
===== `dutch` analyzer

The `dutch` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /dutch_example
{
  "settings": {
    "analysis": {
      "filter": {
        "dutch_stop": {
          "type":       "stop",
          "stopwords":  "_dutch_" <1>
        },
        "dutch_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["voorbeeld"] <2>
        },
        "dutch_stemmer": {
          "type":       "stemmer",
          "language":   "dutch"
        },
        "dutch_override": {
          "type":       "stemmer_override",
          "rules": [
            "fiets=>fiets",
            "bromfiets=>bromfiets",
            "ei=>eier",
            "kind=>kinder"
          ]
        }
      },
      "analyzer": {
        "rebuilt_dutch": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "dutch_stop",
            "dutch_keywords",
            "dutch_override",
            "dutch_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"dutch_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: dutch_example, first: dutch, second: rebuilt_dutch}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[english-analyzer]]
===== `english` analyzer

The `english` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /english_example
{
  "settings": {
    "analysis": {
      "filter": {
        "english_stop": {
          "type":       "stop",
          "stopwords":  "_english_" <1>
        },
        "english_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["example"] <2>
        },
        "english_stemmer": {
          "type":       "stemmer",
          "language":   "english"
        },
        "english_possessive_stemmer": {
          "type":       "stemmer",
          "language":   "possessive_english"
        }
      },
      "analyzer": {
        "rebuilt_english": {
          "tokenizer":  "standard",
          "filter": [
            "english_possessive_stemmer",
            "lowercase",
            "english_stop",
            "english_keywords",
            "english_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"english_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: english_example, first: english, second: rebuilt_english}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[finnish-analyzer]]
===== `finnish` analyzer

The `finnish` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /finnish_example
{
  "settings": {
    "analysis": {
      "filter": {
        "finnish_stop": {
          "type":       "stop",
          "stopwords":  "_finnish_" <1>
        },
        "finnish_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["esimerkki"] <2>
        },
        "finnish_stemmer": {
          "type":       "stemmer",
          "language":   "finnish"
        }
      },
      "analyzer": {
        "rebuilt_finnish": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "finnish_stop",
            "finnish_keywords",
            "finnish_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"finnish_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: finnish_example, first: finnish, second: rebuilt_finnish}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[french-analyzer]]
===== `french` analyzer

The `french` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /french_example
{
  "settings": {
    "analysis": {
      "filter": {
        "french_elision": {
          "type":         "elision",
          "articles_case": true,
          "articles": [
              "l", "m", "t", "qu", "n", "s",
              "j", "d", "c", "jusqu", "quoiqu",
              "lorsqu", "puisqu"
            ]
        },
        "french_stop": {
          "type":       "stop",
          "stopwords":  "_french_" <1>
        },
        "french_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["Exemple"] <2>
        },
        "french_stemmer": {
          "type":       "stemmer",
          "language":   "light_french"
        }
      },
      "analyzer": {
        "rebuilt_french": {
          "tokenizer":  "standard",
          "filter": [
            "french_elision",
            "lowercase",
            "french_stop",
            "french_keywords",
            "french_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"french_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: french_example, first: french, second: rebuilt_french}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[galician-analyzer]]
===== `galician` analyzer

The `galician` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /galician_example
{
  "settings": {
    "analysis": {
      "filter": {
        "galician_stop": {
          "type":       "stop",
          "stopwords":  "_galician_" <1>
        },
        "galician_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["exemplo"] <2>
        },
        "galician_stemmer": {
          "type":       "stemmer",
          "language":   "galician"
        }
      },
      "analyzer": {
        "rebuilt_galician": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "galician_stop",
            "galician_keywords",
            "galician_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"galician_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: galician_example, first: galician, second: rebuilt_galician}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[german-analyzer]]
===== `german` analyzer

The `german` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /german_example
{
  "settings": {
    "analysis": {
      "filter": {
        "german_stop": {
          "type":       "stop",
          "stopwords":  "_german_" <1>
        },
        "german_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["Beispiel"] <2>
        },
        "german_stemmer": {
          "type":       "stemmer",
          "language":   "light_german"
        }
      },
      "analyzer": {
        "rebuilt_german": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "german_stop",
            "german_keywords",
            "german_normalization",
            "german_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"german_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: german_example, first: german, second: rebuilt_german}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[greek-analyzer]]
===== `greek` analyzer

The `greek` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /greek_example
{
  "settings": {
    "analysis": {
      "filter": {
        "greek_stop": {
          "type":       "stop",
          "stopwords":  "_greek_" <1>
        },
        "greek_lowercase": {
          "type":       "lowercase",
          "language":   "greek"
        },
        "greek_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["παράδειγμα"] <2>
        },
        "greek_stemmer": {
          "type":       "stemmer",
          "language":   "greek"
        }
      },
      "analyzer": {
        "rebuilt_greek": {
          "tokenizer":  "standard",
          "filter": [
            "greek_lowercase",
            "greek_stop",
            "greek_keywords",
            "greek_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"greek_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: greek_example, first: greek, second: rebuilt_greek}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[hindi-analyzer]]
===== `hindi` analyzer

The `hindi` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /hindi_example
{
  "settings": {
    "analysis": {
      "filter": {
        "hindi_stop": {
          "type":       "stop",
          "stopwords":  "_hindi_" <1>
        },
        "hindi_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["उदाहरण"] <2>
        },
        "hindi_stemmer": {
          "type":       "stemmer",
          "language":   "hindi"
        }
      },
      "analyzer": {
        "rebuilt_hindi": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "decimal_digit",
            "hindi_keywords",
            "indic_normalization",
            "hindi_normalization",
            "hindi_stop",
            "hindi_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"hindi_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: hindi_example, first: hindi, second: rebuilt_hindi}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[hungarian-analyzer]]
===== `hungarian` analyzer

The `hungarian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /hungarian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "hungarian_stop": {
          "type":       "stop",
          "stopwords":  "_hungarian_" <1>
        },
        "hungarian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["példa"] <2>
        },
        "hungarian_stemmer": {
          "type":       "stemmer",
          "language":   "hungarian"
        }
      },
      "analyzer": {
        "rebuilt_hungarian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "hungarian_stop",
            "hungarian_keywords",
            "hungarian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"hungarian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: hungarian_example, first: hungarian, second: rebuilt_hungarian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.


[[indonesian-analyzer]]
===== `indonesian` analyzer

The `indonesian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /indonesian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "indonesian_stop": {
          "type":       "stop",
          "stopwords":  "_indonesian_" <1>
        },
        "indonesian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["contoh"] <2>
        },
        "indonesian_stemmer": {
          "type":       "stemmer",
          "language":   "indonesian"
        }
      },
      "analyzer": {
        "rebuilt_indonesian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "indonesian_stop",
            "indonesian_keywords",
            "indonesian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"indonesian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: indonesian_example, first: indonesian, second: rebuilt_indonesian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[irish-analyzer]]
===== `irish` analyzer

The `irish` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /irish_example
{
  "settings": {
    "analysis": {
      "filter": {
        "irish_hyphenation": {
          "type":       "stop",
          "stopwords":  [ "h", "n", "t" ],
          "ignore_case": true
        },
        "irish_elision": {
          "type":       "elision",
          "articles":   [ "d", "m", "b" ],
          "articles_case": true
        },
        "irish_stop": {
          "type":       "stop",
          "stopwords":  "_irish_" <1>
        },
        "irish_lowercase": {
          "type":       "lowercase",
          "language":   "irish"
        },
        "irish_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["sampla"] <2>
        },
        "irish_stemmer": {
          "type":       "stemmer",
          "language":   "irish"
        }
      },
      "analyzer": {
        "rebuilt_irish": {
          "tokenizer":  "standard",
          "filter": [
            "irish_hyphenation",
            "irish_elision",
            "irish_lowercase",
            "irish_stop",
            "irish_keywords",
            "irish_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"irish_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: irish_example, first: irish, second: rebuilt_irish}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[italian-analyzer]]
===== `italian` analyzer

The `italian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /italian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "italian_elision": {
          "type": "elision",
          "articles": [
                "c", "l", "all", "dall", "dell",
                "nell", "sull", "coll", "pell",
                "gl", "agl", "dagl", "degl", "negl",
                "sugl", "un", "m", "t", "s", "v", "d"
          ],
          "articles_case": true
        },
        "italian_stop": {
          "type":       "stop",
          "stopwords":  "_italian_" <1>
        },
        "italian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["esempio"] <2>
        },
        "italian_stemmer": {
          "type":       "stemmer",
          "language":   "light_italian"
        }
      },
      "analyzer": {
        "rebuilt_italian": {
          "tokenizer":  "standard",
          "filter": [
            "italian_elision",
            "lowercase",
            "italian_stop",
            "italian_keywords",
            "italian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"italian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: italian_example, first: italian, second: rebuilt_italian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[latvian-analyzer]]
===== `latvian` analyzer

The `latvian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /latvian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "latvian_stop": {
          "type":       "stop",
          "stopwords":  "_latvian_" <1>
        },
        "latvian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["piemērs"] <2>
        },
        "latvian_stemmer": {
          "type":       "stemmer",
          "language":   "latvian"
        }
      },
      "analyzer": {
        "rebuilt_latvian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "latvian_stop",
            "latvian_keywords",
            "latvian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"latvian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: latvian_example, first: latvian, second: rebuilt_latvian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[lithuanian-analyzer]]
===== `lithuanian` analyzer

The `lithuanian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /lithuanian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "lithuanian_stop": {
          "type":       "stop",
          "stopwords":  "_lithuanian_" <1>
        },
        "lithuanian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["pavyzdys"] <2>
        },
        "lithuanian_stemmer": {
          "type":       "stemmer",
          "language":   "lithuanian"
        }
      },
      "analyzer": {
        "rebuilt_lithuanian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "lithuanian_stop",
            "lithuanian_keywords",
            "lithuanian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"lithuanian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: lithuanian_example, first: lithuanian, second: rebuilt_lithuanian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[norwegian-analyzer]]
===== `norwegian` analyzer

The `norwegian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /norwegian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "norwegian_stop": {
          "type":       "stop",
          "stopwords":  "_norwegian_" <1>
        },
        "norwegian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["eksempel"] <2>
        },
        "norwegian_stemmer": {
          "type":       "stemmer",
          "language":   "norwegian"
        }
      },
      "analyzer": {
        "rebuilt_norwegian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "norwegian_stop",
            "norwegian_keywords",
            "norwegian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"norwegian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: norwegian_example, first: norwegian, second: rebuilt_norwegian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[persian-analyzer]]
===== `persian` analyzer

The `persian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /persian_example
{
  "settings": {
    "analysis": {
      "char_filter": {
        "zero_width_spaces": {
            "type":       "mapping",
            "mappings": [ "\\u200C=> "] <1>
        }
      },
      "filter": {
        "persian_stop": {
          "type":       "stop",
          "stopwords":  "_persian_" <2>
        }
      },
      "analyzer": {
        "rebuilt_persian": {
          "tokenizer":     "standard",
          "char_filter": [ "zero_width_spaces" ],
          "filter": [
            "lowercase",
            "decimal_digit",
            "arabic_normalization",
            "persian_normalization",
            "persian_stop"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: persian_example, first: persian, second: rebuilt_persian}\nendyaml\n/]
<1> Replaces zero-width non-joiners with an ASCII space.
<2> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.

[[portuguese-analyzer]]
===== `portuguese` analyzer

The `portuguese` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /portuguese_example
{
  "settings": {
    "analysis": {
      "filter": {
        "portuguese_stop": {
          "type":       "stop",
          "stopwords":  "_portuguese_" <1>
        },
        "portuguese_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["exemplo"] <2>
        },
        "portuguese_stemmer": {
          "type":       "stemmer",
          "language":   "light_portuguese"
        }
      },
      "analyzer": {
        "rebuilt_portuguese": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "portuguese_stop",
            "portuguese_keywords",
            "portuguese_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"portuguese_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: portuguese_example, first: portuguese, second: rebuilt_portuguese}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[romanian-analyzer]]
===== `romanian` analyzer

The `romanian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /romanian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "romanian_stop": {
          "type":       "stop",
          "stopwords":  "_romanian_" <1>
        },
        "romanian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["exemplu"] <2>
        },
        "romanian_stemmer": {
          "type":       "stemmer",
          "language":   "romanian"
        }
      },
      "analyzer": {
        "rebuilt_romanian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "romanian_stop",
            "romanian_keywords",
            "romanian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"romanian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: romanian_example, first: romanian, second: rebuilt_romanian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.


[[russian-analyzer]]
===== `russian` analyzer

The `russian` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /russian_example
{
  "settings": {
    "analysis": {
      "filter": {
        "russian_stop": {
          "type":       "stop",
          "stopwords":  "_russian_" <1>
        },
        "russian_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["пример"] <2>
        },
        "russian_stemmer": {
          "type":       "stemmer",
          "language":   "russian"
        }
      },
      "analyzer": {
        "rebuilt_russian": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "russian_stop",
            "russian_keywords",
            "russian_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"russian_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: russian_example, first: russian, second: rebuilt_russian}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[sorani-analyzer]]
===== `sorani` analyzer

The `sorani` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /sorani_example
{
  "settings": {
    "analysis": {
      "filter": {
        "sorani_stop": {
          "type":       "stop",
          "stopwords":  "_sorani_" <1>
        },
        "sorani_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["mînak"] <2>
        },
        "sorani_stemmer": {
          "type":       "stemmer",
          "language":   "sorani"
        }
      },
      "analyzer": {
        "rebuilt_sorani": {
          "tokenizer":  "standard",
          "filter": [
            "sorani_normalization",
            "lowercase",
            "decimal_digit",
            "sorani_stop",
            "sorani_keywords",
            "sorani_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"sorani_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: sorani_example, first: sorani, second: rebuilt_sorani}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[spanish-analyzer]]
===== `spanish` analyzer

The `spanish` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /spanish_example
{
  "settings": {
    "analysis": {
      "filter": {
        "spanish_stop": {
          "type":       "stop",
          "stopwords":  "_spanish_" <1>
        },
        "spanish_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["ejemplo"] <2>
        },
        "spanish_stemmer": {
          "type":       "stemmer",
          "language":   "light_spanish"
        }
      },
      "analyzer": {
        "rebuilt_spanish": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "spanish_stop",
            "spanish_keywords",
            "spanish_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"spanish_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: spanish_example, first: spanish, second: rebuilt_spanish}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[swedish-analyzer]]
===== `swedish` analyzer

The `swedish` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /swedish_example
{
  "settings": {
    "analysis": {
      "filter": {
        "swedish_stop": {
          "type":       "stop",
          "stopwords":  "_swedish_" <1>
        },
        "swedish_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["exempel"] <2>
        },
        "swedish_stemmer": {
          "type":       "stemmer",
          "language":   "swedish"
        }
      },
      "analyzer": {
        "rebuilt_swedish": {
          "tokenizer":  "standard",
          "filter": [
            "lowercase",
            "swedish_stop",
            "swedish_keywords",
            "swedish_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"swedish_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: swedish_example, first: swedish, second: rebuilt_swedish}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[turkish-analyzer]]
===== `turkish` analyzer

The `turkish` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /turkish_example
{
  "settings": {
    "analysis": {
      "filter": {
        "turkish_stop": {
          "type":       "stop",
          "stopwords":  "_turkish_" <1>
        },
        "turkish_lowercase": {
          "type":       "lowercase",
          "language":   "turkish"
        },
        "turkish_keywords": {
          "type":       "keyword_marker",
          "keywords":   ["örnek"] <2>
        },
        "turkish_stemmer": {
          "type":       "stemmer",
          "language":   "turkish"
        }
      },
      "analyzer": {
        "rebuilt_turkish": {
          "tokenizer":  "standard",
          "filter": [
            "apostrophe",
            "turkish_lowercase",
            "turkish_stop",
            "turkish_keywords",
            "turkish_stemmer"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"turkish_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: turkish_example, first: turkish, second: rebuilt_turkish}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.
<2> This filter should be removed unless there are words which should
    be excluded from stemming.

[[thai-analyzer]]
===== `thai` analyzer

The `thai` analyzer could be reimplemented as a `custom` analyzer as follows:

[source,js]
----------------------------------------------------
PUT /thai_example
{
  "settings": {
    "analysis": {
      "filter": {
        "thai_stop": {
          "type":       "stop",
          "stopwords":  "_thai_" <1>
        }
      },
      "analyzer": {
        "rebuilt_thai": {
          "tokenizer":  "thai",
          "filter": [
            "lowercase",
            "decimal_digit",
            "thai_stop"
          ]
        }
      }
    }
  }
}
----------------------------------------------------
// CONSOLE
// TEST[s/"thai_keywords",//]
// TEST[s/\n$/\nstartyaml\n  - compare_analyzers: {index: thai_example, first: thai, second: rebuilt_thai}\nendyaml\n/]
<1> The default stopwords can be overridden with the `stopwords`
    or `stopwords_path` parameters.