-
Notifications
You must be signed in to change notification settings - Fork 513
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Add JSON processor documentation #5982
Changes from 11 commits
8870501
adcbdcb
0d189f6
50d6924
bb5c62f
bd34306
3fc0a4b
0ad2283
de81228
6bbcb67
bbbd4bb
ceb2732
916429a
058fb48
f735d4e
61ba96e
608dfe9
ffc3b69
36ee8cc
File filter
Filter by extension
Conversations
Jump to
Diff view
Diff view
There are no files selected for viewing
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,200 @@ | ||
--- | ||
layout: default | ||
title: JSON | ||
parent: Ingest processors | ||
nav_order: 170 | ||
--- | ||
|
||
# JSON processor | ||
|
||
The `json` processor serializes a string-valued field into a map of maps, which can be useful for various data processing and enrichment tasks. | ||
vagimeli marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
The following is the syntax for the `json` processor: | ||
|
||
```json | ||
{ | ||
"processor": { | ||
"json": { | ||
"field": "<field_name>", | ||
"target_field": "<target_field_name>", | ||
"add_to_root": <boolean> | ||
} | ||
} | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
|
||
## Configuration parameters | ||
|
||
The following table lists the required and optional parameters for the `json` processor. | ||
|
||
Parameter | Required/Optional | Description | | ||
|-----------|-----------|-----------| | ||
`field` | Required | The name of the field containing the JSON-formatted string to be deserialized. | ||
`target_field` | Optional | The name of the field where the deserialized JSON data will be stored. If this parameter is not provided, the deserialized data is added to the root of the document. | ||
vagimeli marked this conversation as resolved.
Show resolved
Hide resolved
|
||
`add_to_root` | Optional | A boolean flag that determines whether the deserialized JSON data should be added to the root of the document (`true`) or stored in the target_field (`false`). Default value is `false`. | ||
Check failure on line 35 in _ingest-pipelines/processors/json.md GitHub Actions / vale[vale] _ingest-pipelines/processors/json.md#L35
Raw output
Check failure on line 35 in _ingest-pipelines/processors/json.md GitHub Actions / vale[vale] _ingest-pipelines/processors/json.md#L35
Raw output
|
||
vagimeli marked this conversation as resolved.
Show resolved
Hide resolved
|
||
`description` | Optional | A description of the processor's purpose or configuration. | ||
`if` | Optional | Specifies to conditionally execute the processor. | ||
`ignore_failure` | Optional | Specifies to ignore failures for the processor. See [Handling pipeline failures]({{site.url}}{{site.baseurl}}/ingest-pipelines/pipeline-failures/). | ||
vagimeli marked this conversation as resolved.
Show resolved
Hide resolved
|
||
`on_failure`| Optional | Specifies a list of processors to run if the processor fails during execution. These processors are executed in the order they are specified. | ||
`tag` | Optional | An identifier tag for the processor. Useful for debugging in order to distinguish between processors of the same type. | ||
|
||
## Using the processor | ||
|
||
Follow these steps to use the processor in a pipeline. | ||
|
||
### Step 1: Create a pipeline | ||
|
||
The following query creates a pipeline named `my-json-pipeline` that uses the `json` processor to process JSON data and enrich the documents with additional information: | ||
|
||
```json | ||
PUT _ingest/pipeline/my-json-pipeline | ||
{ | ||
"description": "Example pipeline using the JsonProcessor", | ||
"processors": [ | ||
{ | ||
"json": { | ||
"field": "raw_data", | ||
"target_field": "parsed_data", | ||
"add_to_root": false, | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
|
||
"on_failure": [ | ||
{ | ||
"set": { | ||
"field": "error_message", | ||
"value": "Failed to parse JSON data" | ||
} | ||
}, | ||
{ | ||
"fail": { | ||
"message": "Failed to process JSON data" | ||
} | ||
} | ||
] | ||
} | ||
}, | ||
{ | ||
"set": { | ||
"field": "processed_timestamp", | ||
"value": "{{_ingest.timestamp}}" | ||
} | ||
} | ||
] | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
|
||
### Step 2 (Optional): Test the pipeline | ||
|
||
It is recommended that you test your pipeline before you ingest documents. | ||
{: .tip} | ||
|
||
To test the pipeline, run the following query: | ||
|
||
```json | ||
POST _ingest/pipeline/my-json-pipeline/_simulate | ||
{ | ||
"docs": [ | ||
{ | ||
"_source": { | ||
"raw_data": "{\"name\":\"John\",\"age\":30,\"city\":\"New York\"}" | ||
} | ||
}, | ||
{ | ||
"_source": { | ||
"raw_data": "{\"name\":\"Jane\",\"age\":25,\"city\":\"Los Angeles\"}" | ||
} | ||
} | ||
] | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
|
||
#### Response | ||
|
||
The following example response confirms that the pipeline is working as expected: | ||
|
||
```json | ||
{ | ||
"docs": [ | ||
{ | ||
"doc": { | ||
"_index": "_index", | ||
"_id": "_id", | ||
"_source": { | ||
"processed_timestamp": "2024-05-30T15:24:48.064472090Z", | ||
"raw_data": """{"name":"John","age":30,"city":"New York"}""", | ||
"parsed_data": { | ||
"name": "John", | ||
"city": "New York", | ||
"age": 30 | ||
} | ||
}, | ||
"_ingest": { | ||
"timestamp": "2024-05-30T15:24:48.06447209Z" | ||
} | ||
} | ||
}, | ||
{ | ||
"doc": { | ||
"_index": "_index", | ||
"_id": "_id", | ||
"_source": { | ||
"processed_timestamp": "2024-05-30T15:24:48.064543006Z", | ||
"raw_data": """{"name":"Jane","age":25,"city":"Los Angeles"}""", | ||
"parsed_data": { | ||
"name": "Jane", | ||
"city": "Los Angeles", | ||
"age": 25 | ||
} | ||
}, | ||
"_ingest": { | ||
"timestamp": "2024-05-30T15:24:48.064543006Z" | ||
} | ||
} | ||
} | ||
] | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
|
||
### Step 3: Ingest a document | ||
|
||
The following query ingests a document into an index named `my-index`: | ||
|
||
```json | ||
POST my-index/_doc?pipeline=my-json-pipeline | ||
{ | ||
"raw_data": "{\"name\":\"John\",\"age\":30,\"city\":\"New York\"}" | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
|
||
#### Response | ||
|
||
This response confirms that the document with the JSON data from the `raw_data` field was successfully indexed: | ||
vagimeli marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
```json | ||
{ | ||
"_index": "my-index", | ||
"_id": "mo8yyo8BwFahnwl9WpxG", | ||
"_version": 1, | ||
"result": "created", | ||
"_shards": { | ||
"total": 2, | ||
"successful": 1, | ||
"failed": 0 | ||
}, | ||
"_seq_no": 3, | ||
"_primary_term": 2 | ||
} | ||
``` | ||
{% include copy-curl.html %} | ||
|
||
### Step 4 (Optional): Retrieve the document | ||
|
||
To retrieve the document, run the following query: | ||
|
||
```json | ||
GET my-index/_doc/1 | ||
``` | ||
{% include copy-curl.html %} |
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Is "string-valued" the right phrasing here, or should it just be "string value field"?