<commit_before>[[analysis-icu-plugin]]
== ICU Analysis Plugin

The http://icu-project.org/[ICU] analysis plugin allows for unicode
normalization, collation and folding. The plugin is called
https://github.com/elasticsearch/elasticsearch-analysis-icu[elasticsearch-analysis-icu].

The plugin includes the following analysis components:

[float]
[[icu-normalization]]
=== ICU Normalization

Normalizes characters as explained
http://userguide.icu-project.org/transforms/normalization[here]. It
registers itself by default under `icu_normalizer` or `icuNormalizer`
using the default settings. Allows for the name parameter to be provided
which can include the following values: `nfc`, `nfkc`, and `nfkc_cf`.
Here is a sample settings:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "normalization" : {
                    "tokenizer" : "keyword",
                    "filter" : ["icu_normalizer"]
                }
            }
        }
    }
}
--------------------------------------------------

[float]
[[icu-folding]]
=== ICU Folding

Folding of unicode characters based on `UTR#30`. It registers itself
under `icu_folding` and `icuFolding` names.  
The filter also does lowercasing, which means the lowercase filter can
normally be left out. Sample setting:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "folding" : {
                    "tokenizer" : "keyword",
                    "filter" : ["icu_folding"]
                }
            }
        }
    }
}
--------------------------------------------------

[float]
[[icu-filtering]]
==== Filtering

The folding can be filtered by a set of unicode characters with the
parameter `unicodeSetFilter`. This is useful for a non-internationalized
search engine where retaining a set of national characters which are
primary letters in a specific language is wanted. See syntax for the
UnicodeSet
http://icu-project.org/apiref/icu4j/com/ibm/icu/text/UnicodeSet.html[here].

The Following example excempt Swedish characters from the folding. Note
that the filtered characters are NOT lowercased which is why we add that
filter below.

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "folding" : {
                    "tokenizer" : "standard",
                    "filter" : ["my_icu_folding", "lowercase"]
                }
            }
            "filter" : {
                "my_icu_folding" : {
                    "type" : "icu_folding"
                    "unicodeSetFilter" : "[^åäöÅÄÖ]"
                }
            }
        }
    }
}
--------------------------------------------------

[float]
[[icu-collation]]
=== ICU Collation

Uses collation token filter. Allows to either specify the rules for
collation (defined
http://www.icu-project.org/userguide/Collate_Customization.html[here])
using the `rules` parameter (can point to a location or expressed in the
settings, location can be relative to config location), or using the
`language` parameter (further specialized by country and variant). By
default registers under `icu_collation` or `icuCollation` and uses the
default locale.

Here is a sample settings:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "collation" : {
                    "tokenizer" : "keyword",
                    "filter" : ["icu_collation"]
                }
            }
        }
    }
}
--------------------------------------------------

And here is a sample of custom collation:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "collation" : {
                    "tokenizer" : "keyword",
                    "filter" : ["myCollator"]
                }
            },
            "filter" : {
                "myCollator" : {
                    "type" : "icu_collation",
                    "language" : "en"
                }
            }
        }
    }
}    
--------------------------------------------------<commit_msg>[DOCS] Updated ICU-Plugin docs from the repo README<commit_after>[[analysis-icu-plugin]]
== ICU Analysis Plugin

The http://icu-project.org/[ICU] analysis plugin allows for unicode
normalization, collation and folding. The plugin is called
https://github.com/elasticsearch/elasticsearch-analysis-icu[elasticsearch-analysis-icu].

The plugin includes the following analysis components:

[float]
[[icu-normalization]]
=== ICU Normalization

Normalizes characters as explained
http://userguide.icu-project.org/transforms/normalization[here]. It
registers itself by default under `icu_normalizer` or `icuNormalizer`
using the default settings. Allows for the name parameter to be provided
which can include the following values: `nfc`, `nfkc`, and `nfkc_cf`.
Here is a sample settings:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "normalization" : {
                    "tokenizer" : "keyword",
                    "filter" : ["icu_normalizer"]
                }
            }
        }
    }
}
--------------------------------------------------

[float]
[[icu-folding]]
=== ICU Folding

Folding of unicode characters based on `UTR#30`. It registers itself
under `icu_folding` and `icuFolding` names.
The filter also does lowercasing, which means the lowercase filter can
normally be left out. Sample setting:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "folding" : {
                    "tokenizer" : "keyword",
                    "filter" : ["icu_folding"]
                }
            }
        }
    }
}
--------------------------------------------------

[float]
[[icu-filtering]]
==== Filtering

The folding can be filtered by a set of unicode characters with the
parameter `unicodeSetFilter`. This is useful for a non-internationalized
search engine where retaining a set of national characters which are
primary letters in a specific language is wanted. See syntax for the
UnicodeSet
http://icu-project.org/apiref/icu4j/com/ibm/icu/text/UnicodeSet.html[here].

The Following example exempts Swedish characters from the folding. Note
that the filtered characters are NOT lowercased which is why we add that
filter below.

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "folding" : {
                    "tokenizer" : "standard",
                    "filter" : ["my_icu_folding", "lowercase"]
                }
            }
            "filter" : {
                "my_icu_folding" : {
                    "type" : "icu_folding"
                    "unicodeSetFilter" : "[^åäöÅÄÖ]"
                }
            }
        }
    }
}
--------------------------------------------------

[float]
[[icu-collation]]
=== ICU Collation

Uses collation token filter. Allows to either specify the rules for
collation (defined
http://www.icu-project.org/userguide/Collate_Customization.html[here])
using the `rules` parameter (can point to a location or expressed in the
settings, location can be relative to config location), or using the
`language` parameter (further specialized by country and variant). By
default registers under `icu_collation` or `icuCollation` and uses the
default locale.

Here is a sample settings:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "collation" : {
                    "tokenizer" : "keyword",
                    "filter" : ["icu_collation"]
                }
            }
        }
    }
}
--------------------------------------------------

And here is a sample of custom collation:

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "collation" : {
                    "tokenizer" : "keyword",
                    "filter" : ["myCollator"]
                }
            },
            "filter" : {
                "myCollator" : {
                    "type" : "icu_collation",
                    "language" : "en"
                }
            }
        }
    }
}
--------------------------------------------------

[float]
==== Options

[horizontal]
`strength`::
    The strength property determines the minimum level of difference considered significant during comparison.
     The default strength for the Collator is `tertiary`, unless specified otherwise by the locale used to create the Collator.
     Possible values: `primary`, `secondary`, `tertiary`, `quaternary` or `identical`.
 +
 See http://icu-project.org/apiref/icu4j/com/ibm/icu/text/Collator.html[ICU Collation] documentation for a more detailed
 explanation for the specific values.

`decomposition`::
    Possible values: `no` or `canonical`. Defaults to `no`. Setting this decomposition property with
    `canonical` allows the Collator to handle un-normalized text properly, producing the same results as if the text were
    normalized. If `no` is set, it is the user's responsibility to insure that all text is already in the appropriate form
    before a comparison or before getting a CollationKey. Adjusting decomposition mode allows the user to select between
    faster and more complete collation behavior. Since a great many of the world's languages do not require text
    normalization, most locales set `no` as the default decomposition mode.

[float]
==== Expert options:

[horizontal]
`alternate`::
     Possible values: `shifted` or `non-ignorable`. Sets the alternate handling for strength `quaternary`
     to be either shifted or non-ignorable. What boils down to ignoring punctuation and whitespace.

`caseLevel`::
    Possible values: `true` or `false`. Default is `false`. Whether case level sorting is required. When
     strength is set to `primary` this will ignore accent differences.

`caseFirst`::
    Possible values: `lower` or `upper`. Useful to control which case is sorted first when case is not ignored
    for strength `tertiary`.

`numeric`::
    Possible values: `true` or `false`. Whether digits are sorted according to numeric representation. For
    example the value `egg-9` is sorted before the value `egg-21`. Defaults to `false`.

`variableTop`::
    Single character or contraction. Controls what is variable for `alternate`.

`hiraganaQuaternaryMode`::
    Possible values: `true` or `false`. Defaults to `false`. Distinguishing between Katakana and
    Hiragana characters in `quaternary` strength .

[float]
=== ICU Tokenizer

Breaks text into words according to UAX #29: Unicode Text Segmentation ((http://www.unicode.org/reports/tr29/)).

[source,js]
--------------------------------------------------
{
    "index" : {
        "analysis" : {
            "analyzer" : {
                "collation" : {
                    "tokenizer" : "icu_tokenizer",
                }
            }
        }
    }
}
--------------------------------------------------

{'fraction_non_alphanumeric': 0.1876474185376081, 'fraction_numerical': 0.0012230278675635538, 'mean_word_length': 1.6604694399256332, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 2, 'lorem ipsum': 0, 'www.': 3, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2001021', 'n_tokens_mistral': 3021, 'n_tokens_neox': 2905, 'n_words': 950}