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Add Cjk width token filter (opensearch-project#7917)
* adding token filter page for cjk width opensearch-project#7875 Signed-off-by: AntonEliatra <[email protected]> * adding details to the page Signed-off-by: AntonEliatra <[email protected]> * adding details to the page Signed-off-by: AntonEliatra <[email protected]> * Updating details as per comments Signed-off-by: AntonEliatra <[email protected]> * Update cjk-width.md Signed-off-by: AntonEliatra <[email protected]> * Apply suggestions from code review Co-authored-by: kolchfa-aws <[email protected]> Signed-off-by: AntonEliatra <[email protected]> * Update cjk-width.md Signed-off-by: AntonEliatra <[email protected]> * Update cjk-width.md Signed-off-by: AntonEliatra <[email protected]> * Apply suggestions from code review Signed-off-by: kolchfa-aws <[email protected]> * Apply suggestions from code review Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: AntonEliatra <[email protected]> --------- Signed-off-by: AntonEliatra <[email protected]> Signed-off-by: kolchfa-aws <[email protected]> Co-authored-by: kolchfa-aws <[email protected]> Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Noah Staveley <[email protected]>
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--- | ||
layout: default | ||
title: CJK width | ||
parent: Token filters | ||
nav_order: 40 | ||
--- | ||
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# CJK width token filter | ||
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The `cjk_width` token filter normalizes Chinese, Japanese, and Korean (CJK) tokens by converting full-width ASCII characters to their standard (half-width) ASCII equivalents and half-width katakana characters to their full-width equivalents. | ||
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### Converting full-width ASCII characters | ||
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In CJK texts, ASCII characters (such as letters and numbers) can appear in full-width form, occupying the space of two half-width characters. Full-width ASCII characters are typically used in East Asian typography for alignment with the width of CJK characters. However, for the purposes of indexing and searching, these full-width characters need to be normalized to their standard (half-width) ASCII equivalents. | ||
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The following example illustrates ASCII character normalization: | ||
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``` | ||
Full-Width: ABCDE 12345 | ||
Normalized (half-width): ABCDE 12345 | ||
``` | ||
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### Converting half-width katakana characters | ||
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The `cjk_width` token filter converts half-width katakana characters to their full-width counterparts, which are the standard form used in Japanese text. This normalization, illustrated in the following example, is important for consistency in text processing and searching: | ||
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``` | ||
Half-Width katakana: カタカナ | ||
Normalized (full-width) katakana: カタカナ | ||
``` | ||
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## Example | ||
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The following example request creates a new index named `cjk_width_example_index` and defines an analyzer with the `cjk_width` filter: | ||
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```json | ||
PUT /cjk_width_example_index | ||
{ | ||
"settings": { | ||
"analysis": { | ||
"analyzer": { | ||
"cjk_width_analyzer": { | ||
"type": "custom", | ||
"tokenizer": "standard", | ||
"filter": ["cjk_width"] | ||
} | ||
} | ||
} | ||
} | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
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## Generated tokens | ||
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Use the following request to examine the tokens generated using the analyzer: | ||
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```json | ||
POST /cjk_width_example_index/_analyze | ||
{ | ||
"analyzer": "cjk_width_analyzer", | ||
"text": "Tokyo 2024 カタカナ" | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
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The response contains the generated tokens: | ||
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```json | ||
{ | ||
"tokens": [ | ||
{ | ||
"token": "Tokyo", | ||
"start_offset": 0, | ||
"end_offset": 5, | ||
"type": "<ALPHANUM>", | ||
"position": 0 | ||
}, | ||
{ | ||
"token": "2024", | ||
"start_offset": 6, | ||
"end_offset": 10, | ||
"type": "<NUM>", | ||
"position": 1 | ||
}, | ||
{ | ||
"token": "カタカナ", | ||
"start_offset": 11, | ||
"end_offset": 15, | ||
"type": "<KATAKANA>", | ||
"position": 2 | ||
} | ||
] | ||
} | ||
``` |
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