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Add foreach processor documentation (#5981)
* Add foreach processor documentation Signed-off-by: Melissa Vagi <[email protected]> * Add pipeline example requests and responses Signed-off-by: Melissa Vagi <[email protected]> * Add pipeline examples Signed-off-by: Melissa Vagi <[email protected]> * Address tech review comments Signed-off-by: Melissa Vagi <[email protected]> * Update _ingest-pipelines/processors/foreach.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _ingest-pipelines/processors/foreach.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Address editorial review comments Signed-off-by: Melissa Vagi <[email protected]> --------- Signed-off-by: Melissa Vagi <[email protected]> Co-authored-by: Nathan Bower <[email protected]> (cherry picked from commit fe979d5) Signed-off-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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--- | ||
layout: default | ||
title: `foreach` | ||
parent: Ingest processors | ||
nav_order: 110 | ||
--- | ||
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# `foreach` processor | ||
Check failure on line 8 in _ingest-pipelines/processors/foreach.md GitHub Actions / vale[vale] _ingest-pipelines/processors/foreach.md#L8
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The `foreach` processor is used to iterate over a list of values in an input document and apply a transformation to each value. This can be useful for tasks like processing all the elements in an array consistently, such as converting all elements in a string to lowercase or uppercase. | ||
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The following is the syntax for the `foreach` processor: | ||
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```json | ||
{ | ||
"foreach": { | ||
"field": "<field_name>", | ||
"processor": { | ||
"<processor_type>": { | ||
"<processor_config>": "<processor_value>" | ||
} | ||
} | ||
} | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
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## Configuration parameters | ||
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The following table lists the required and optional parameters for the `foreach` processor. | ||
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Parameter | Required/Optional | Description | | ||
|-----------|-----------|-----------| | ||
`field` | Required | The array field to iterate over. | ||
`processor` | Required | The processor to execute against each field. | ||
`ignore_missing` | Optional | If `true` and the specified field does not exist or is null, then the processor will quietly exit without modifying the document. | ||
`description` | Optional | A brief description of the processor. | ||
`if` | Optional | A condition for running the processor. | ||
`ignore_failure` | Optional | Specifies whether the processor continues execution even if it encounters an error. If set to `true`, then failures are ignored. Default is `false`. | ||
`on_failure` | Optional | A list of processors to run if the processor fails. | ||
`tag` | Optional | An identifier tag for the processor. Useful for debugging in order to distinguish between processors of the same type. | ||
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## Using the processor | ||
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Follow these steps to use the processor in a pipeline. | ||
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### Step 1: Create a pipeline | ||
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The following query creates a pipeline named `test-foreach` that uses the `foreach` processor to iterate over each element in the `protocols` field: | ||
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```json | ||
PUT _ingest/pipeline/test-foreach | ||
{ | ||
"description": "Lowercase all the elements in an array", | ||
"processors": [ | ||
{ | ||
"foreach": { | ||
"field": "protocols", | ||
"processor": { | ||
"lowercase": { | ||
"field": "_ingest._value" | ||
} | ||
} | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
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### Step 2 (Optional): Test the pipeline | ||
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It is recommended that you test your pipeline before you ingest documents. | ||
{: .tip} | ||
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To test the pipeline, run the following query: | ||
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```json | ||
POST _ingest/pipeline/test-foreach/_simulate | ||
{ | ||
"docs": [ | ||
{ | ||
"_index": "testindex1", | ||
"_id": "1", | ||
"_source": { | ||
"protocols": ["HTTP","HTTPS","TCP","UDP"] | ||
} | ||
} | ||
] | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
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#### Response | ||
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The following example response confirms that the pipeline is working as expected, showing that the four elements have been lowercased: | ||
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```json | ||
{ | ||
"docs": [ | ||
{ | ||
"doc": { | ||
"_index": "testindex1", | ||
"_id": "1", | ||
"_source": { | ||
"protocols": [ | ||
"http", | ||
"https", | ||
"tcp", | ||
"udp" | ||
] | ||
}, | ||
"_ingest": { | ||
"_value": null, | ||
"timestamp": "2024-05-23T02:44:10.8201Z" | ||
} | ||
} | ||
} | ||
] | ||
} | ||
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``` | ||
{% include copy-curl.html %} | ||
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### Step 3: Ingest a document | ||
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The following query ingests a document into an index named `testindex1`: | ||
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```json | ||
POST testindex1/_doc/1?pipeline=test-foreach | ||
{ | ||
"protocols": ["HTTP","HTTPS","TCP","UDP"] | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
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#### Response | ||
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The request indexes the document into the index `testindex1` and applies the pipeline before indexing: | ||
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```json | ||
{ | ||
"_index": "testindex1", | ||
"_id": "1", | ||
"_version": 6, | ||
"result": "created", | ||
"_shards": { | ||
"total": 2, | ||
"successful": 1, | ||
"failed": 0 | ||
}, | ||
"_seq_no": 5, | ||
"_primary_term": 67 | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
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### Step 4 (Optional): Retrieve the document | ||
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To retrieve the document, run the following query: | ||
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```json | ||
GET testindex1/_doc/1 | ||
``` | ||
{% include copy-curl.html %} | ||
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#### Response | ||
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The response shows the document with the extracted JSON data from the `users` field: | ||
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```json | ||
{ | ||
"_index": "testindex1", | ||
"_id": "1", | ||
"_version": 6, | ||
"_seq_no": 5, | ||
"_primary_term": 67, | ||
"found": true, | ||
"_source": { | ||
"protocols": [ | ||
"http", | ||
"https", | ||
"tcp", | ||
"udp" | ||
] | ||
} | ||
} | ||
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{ | ||
"docs": [ | ||
{ | ||
"doc": { | ||
"_index": "testindex1", | ||
"_id": "1", | ||
"_source": { | ||
"protocols": [ | ||
"http", | ||
"https", | ||
"tcp", | ||
"udp" | ||
] | ||
}, | ||
"_ingest": { | ||
"_value": null, | ||
"timestamp": "2024-05-23T02:44:10.8201Z" | ||
} | ||
} | ||
} | ||
] | ||
} | ||
``` | ||
{% include copy-curl.html %} |