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Add keep type docs opensearch-project#8063 (opensearch-project#8122)
* adding keep type docs opensearch-project#8063 Signed-off-by: Anton Rubin <anton.rubin@eliatra.com> * Update keep-types.md Signed-off-by: AntonEliatra <anton.rubin@eliatra.com> * updating parameter table Signed-off-by: Anton Rubin <anton.rubin@eliatra.com> * Update keep-types.md Signed-off-by: AntonEliatra <anton.rubin@eliatra.com> * Apply suggestions from code review Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Signed-off-by: AntonEliatra <anton.rubin@eliatra.com> * fixing types Signed-off-by: Anton Rubin <anton.rubin@eliatra.com> * Apply suggestions from code review Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> --------- Signed-off-by: Anton Rubin <anton.rubin@eliatra.com> Signed-off-by: AntonEliatra <anton.rubin@eliatra.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: Eric Pugh <epugh@opensourceconnections.com>
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,115 @@ | ||
| --- | ||
| layout: default | ||
| title: Keep types | ||
| parent: Token filters | ||
| nav_order: 180 | ||
| --- | ||
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| # Keep types token filter | ||
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| The `keep_types` token filter is a type of token filter used in text analysis to control which token types are kept or discarded. Different tokenizers produce different token types, for example, `<HOST>`, `<NUM>`, or `<ALPHANUM>`. | ||
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| The `keyword`, `simple_pattern`, and `simple_pattern_split` tokenizers do not support the `keep_types` token filter because these tokenizers do not support token type attributes. | ||
| {: .note} | ||
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| ## Parameters | ||
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| The `keep_types` token filter can be configured with the following parameters. | ||
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| Parameter | Required/Optional | Data type | Description | ||
| :--- | :--- | :--- | :--- | ||
| `types` | Required | List of strings | List of token types to be kept or discarded (determined by the `mode`). | ||
| `mode`| Optional | String | Whether to `include` or `exclude` the token types specified in `types`. Default is `include`. | ||
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| ## Example | ||
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| The following example request creates a new index named `test_index` and configures an analyzer with a `keep_types` filter: | ||
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| ```json | ||
| PUT /test_index | ||
| { | ||
| "settings": { | ||
| "analysis": { | ||
| "analyzer": { | ||
| "custom_analyzer": { | ||
| "type": "custom", | ||
| "tokenizer": "standard", | ||
| "filter": ["lowercase", "keep_types_filter"] | ||
| } | ||
| }, | ||
| "filter": { | ||
| "keep_types_filter": { | ||
| "type": "keep_types", | ||
| "types": ["<ALPHANUM>"] | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
| {% 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 | ||
| GET /test_index/_analyze | ||
| { | ||
| "analyzer": "custom_analyzer", | ||
| "text": "Hello 2 world! This is an example." | ||
| } | ||
| ``` | ||
| {% include copy-curl.html %} | ||
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| The response contains the generated tokens: | ||
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| ```json | ||
| { | ||
| "tokens": [ | ||
| { | ||
| "token": "hello", | ||
| "start_offset": 0, | ||
| "end_offset": 5, | ||
| "type": "<ALPHANUM>", | ||
| "position": 0 | ||
| }, | ||
| { | ||
| "token": "world", | ||
| "start_offset": 8, | ||
| "end_offset": 13, | ||
| "type": "<ALPHANUM>", | ||
| "position": 2 | ||
| }, | ||
| { | ||
| "token": "this", | ||
| "start_offset": 15, | ||
| "end_offset": 19, | ||
| "type": "<ALPHANUM>", | ||
| "position": 3 | ||
| }, | ||
| { | ||
| "token": "is", | ||
| "start_offset": 20, | ||
| "end_offset": 22, | ||
| "type": "<ALPHANUM>", | ||
| "position": 4 | ||
| }, | ||
| { | ||
| "token": "an", | ||
| "start_offset": 23, | ||
| "end_offset": 25, | ||
| "type": "<ALPHANUM>", | ||
| "position": 5 | ||
| }, | ||
| { | ||
| "token": "example", | ||
| "start_offset": 26, | ||
| "end_offset": 33, | ||
| "type": "<ALPHANUM>", | ||
| "position": 6 | ||
| } | ||
| ] | ||
| } | ||
| ``` |