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AD Enhancements in Version 2.15 #7388

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merged 20 commits into from
Jun 17, 2024
Merged

AD Enhancements in Version 2.15 #7388

merged 20 commits into from
Jun 17, 2024

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kaituo
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@kaituo kaituo commented Jun 14, 2024

Description

Starting from version 2.15, we have introduced several enhancements:

  1. Custom Index Management:
  1. New JVM Heap Usage Threshold Setting:
  • Introduced a new setting, plugins.anomaly_detection.jvm_heap_usage_threshold, to manage the memory circuit breaker threshold.
  1. Documentation Improvements:
  • Added examples for DSL filters to enhance the documentation.
  1. Ruby Version Update:
  • Updated Ruby version in CONTRIBUTING.md from 3.2 to 3.2.4 as version 3.2 is not available.

Testing done:

  • built and viewed the changed website locally

Issues Resolved

Resolves #7387

Version

2.15

Checklist

  • By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license and subject to the Developers Certificate of Origin.
    For more information on following Developer Certificate of Origin and signing off your commits, please check here.

Starting from version 2.15, we have introduced several enhancements:

1. Custom Index Management:
* Added support for custom index management. For more details, watch the video on the create detector page and detector detail page anomaly-detection-dashboards-plugin#770.
* Custom result indices are now managed as aliases. Consequently, additional security permissions are required for management.
2. New JVM Heap Usage Threshold Setting:
* Introduced a new setting, plugins.anomaly_detection.jvm_heap_usage_threshold, to manage the memory circuit breaker threshold.
3. Documentation Improvements:
* Added examples for DSL filters to enhance the documentation.
4. Ruby Version Update:
* Updated Ruby version in CONTRIBUTING.md from 3.2 to 3.2.4 as version 3.2 is not available.

Testing done:
* built and viewed the changed website locally

Signed-off-by: Kaituo Li <kaituo@amazon.com>
@hdhalter hdhalter added 4 - Doc review PR: Doc review in progress release-notes PR: Include this PR in the automated release notes v2.15.0 labels Jun 14, 2024
@vagimeli vagimeli self-assigned this Jun 14, 2024
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@kaituo Doc review complete. I made rewrites for clarity and conciseness and alignment with OpenSearch documentation writing style. Those rewrites shouldn't change technical accuracy. Please review and then tag me so that I can move this forward to editorial. Once editorial is complete, I'll address those comments and then merge this PR. Thank you, Melissa

kaituo and others added 13 commits June 14, 2024 12:26
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>
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kaituo commented Jun 14, 2024

@vagimeli Left 3 comments and signed off the rest. Please help with those 3.

@vagimeli vagimeli added 5 - Editorial review PR: Editorial review in progress and removed 4 - Doc review PR: Doc review in progress labels Jun 14, 2024
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@vagimeli Left 3 comments and signed off the rest. Please help with those 3.

@kaituo I addressed those comments. I'm moving this to editorial. Thanks!

vagimeli added 3 commits June 14, 2024 14:04
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
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@vagimeli @kaituo Please see my comments and changes and let me know if you have any questions. Thanks!

@@ -30,7 +30,39 @@ A detector is an individual anomaly detection task. You can define multiple dete
- Enter a name and brief description. Make sure the name is unique and descriptive enough to help you to identify the purpose of the detector.
1. Specify the data source.
- For **Data source**, choose the index you want to use as the data source. You can optionally use index patterns to choose multiple indexes.
- (Optional) For **Data filter**, filter the index you chose as the data source. From the **Data filter** menu, choose **Add data filter**, and then design your filter query by selecting **Field**, **Operator**, and **Value**, or choose **Use query DSL** and add your own JSON filter query.
- (Optional) For **Data filter**, filter the index you chose as the data source. From the **Data filter** menu, choose **Add data filter**, and then design your filter query by selecting **Field**, **Operator**, and **Value**, or choose **Use query DSL** and add your own JSON filter query. Only a [Boolean query]({{site.url}}{{site.baseurl}}/query-dsl/compound/bool/) is supported for query domain-specific language (DSL).
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Last sentence: "Only Boolean queries are"?

- (Optional) For **Data filter**, filter the index you chose as the data source. From the **Data filter** menu, choose **Add data filter**, and then design your filter query by selecting **Field**, **Operator**, and **Value**, or choose **Use query DSL** and add your own JSON filter query. Only a [Boolean query]({{site.url}}{{site.baseurl}}/query-dsl/compound/bool/) is supported for query domain-specific language (DSL).

#### Example filter using query DSL
The query is designed to retrieve documents where the `urlPath.keyword` field matches one of the following specified values:
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Suggested change
The query is designed to retrieve documents where the `urlPath.keyword` field matches one of the following specified values:
The query is designed to retrieve documents in which the `urlPath.keyword` field matches one of the following specified values:


You can use the dash “-” sign to separate the namespace to manage custom result index permissions. For example, if you use `opensearch-ad-plugin-result-financial-us-group1` as the result index, you can create a permission role based on the pattern `opensearch-ad-plugin-result-financial-us-*` to represent the "financial" department at a granular level for the "us" area.
{: .note }

- If the custom index you specify doesn’t already exist, the Anomaly Detection plugin creates this index when you create the detector and start your real-time or historical analysis.
- If the custom index already exists, the plugin checks if the index mapping of the custom index matches the anomaly result file. You need to make sure the custom index has valid mapping as shown here: [anomaly-results.json](https://github.com/opensearch-project/anomaly-detection/blob/main/src/main/resources/mappings/anomaly-results.json).
- When the Security plugin (fine-grained access control) is enabled, the default result index becomes a system index and is no longer accessible through the standard Index or Search API. To access its content, you must use the anomaly detection RESTful API or the dashboard. As a result, you cannot build customized dashboards using the default result index if the Security plugin is enabled. However, you can create a custom result index to build customized dashboards.
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Suggested change
- When the Security plugin (fine-grained access control) is enabled, the default result index becomes a system index and is no longer accessible through the standard Index or Search API. To access its content, you must use the anomaly detection RESTful API or the dashboard. As a result, you cannot build customized dashboards using the default result index if the Security plugin is enabled. However, you can create a custom result index to build customized dashboards.
- When the Security plugin (fine-grained access control) is enabled, the default result index becomes a system index and is no longer accessible through the standard Index or Search APIs. To access its content, you must use the Anomaly Detection RESTful API or the dashboard. As a result, you cannot build customized dashboards using the default result index if the Security plugin is enabled. However, you can create a custom result index in order to build customized dashboards.


You can use the dash “-” sign to separate the namespace to manage custom result index permissions. For example, if you use `opensearch-ad-plugin-result-financial-us-group1` as the result index, you can create a permission role based on the pattern `opensearch-ad-plugin-result-financial-us-*` to represent the "financial" department at a granular level for the "us" area.
{: .note }

- If the custom index you specify doesn’t already exist, the Anomaly Detection plugin creates this index when you create the detector and start your real-time or historical analysis.
- If the custom index already exists, the plugin checks if the index mapping of the custom index matches the anomaly result file. You need to make sure the custom index has valid mapping as shown here: [anomaly-results.json](https://github.com/opensearch-project/anomaly-detection/blob/main/src/main/resources/mappings/anomaly-results.json).
- When the Security plugin (fine-grained access control) is enabled, the default result index becomes a system index and is no longer accessible through the standard Index or Search API. To access its content, you must use the anomaly detection RESTful API or the dashboard. As a result, you cannot build customized dashboards using the default result index if the Security plugin is enabled. However, you can create a custom result index to build customized dashboards.
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Should "Anomaly Detection" be capitalized? Global: Should it be "results index" instead of "result index"?

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Yes, it should be capitalized. I am fine with both.


Parameter | Description | Type | Unit | Example | Required
:--- | :--- |:--- |:--- |:--- |:---
`result_index_min_size` | The minimum total size of primary shards (excluding replicas) required for index rollover. If set to 100 GiB and the index has 5 primary and 5 replica shards of 20 GiB each, the total primary shard size is 100 GiB, triggering the rollover. | `integer` | `MB` | `51200` | No
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Suggested change
`result_index_min_size` | The minimum total size of primary shards (excluding replicas) required for index rollover. If set to 100 GiB and the index has 5 primary and 5 replica shards of 20 GiB each, the total primary shard size is 100 GiB, triggering the rollover. | `integer` | `MB` | `51200` | No
`result_index_min_size` | The minimum total primary shard size (excluding replicas) required for index rollover. If set to 100 GiB and the index has 5 primary and 5 replica shards of 20 GiB each, then the total primary shard size is 100 GiB, triggering the rollover. | `integer` | `MB` | `51200` | No

- `indices:data/write/index` - You need the `write` permission for the Anomaly Detection plugin to write results into the custom index for a single-entity detector.
- `indices:data/read/search` - You need the `search` permission because the Anomaly Detection plugin needs to search custom result indexes to show results on the anomaly detection UI.
- `indices:data/write/delete` - Because the detector might generate a large number of anomaly results, you need the `delete` permission to delete old data and save disk space.
- `indices:data/write/bulk*` - You need the `bulk*` permission because the Anomaly Detection plugin uses the bulk API to write results into the custom index.
- Managing the custom result index:
- The anomaly detection dashboard queries all detectors’ results from all custom result indexes. Having too many custom result indexes might impact the performance of the Anomaly Detection plugin.
- You can use [Index State Management]({{site.url}}{{site.baseurl}}/im-plugin/ism/index/) to rollover old result indexes. You can also manually delete or archive any old result indexes. We recommend reusing a custom result index for multiple detectors.
- The Anomaly Detection plugin also provides lifecycle management for custom indexes. It rolls an alias over to a new index when the custom result index meets any of the following conditions:
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Does "following conditions" refer to the table, or should there be additional content here?

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refer to the table.

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Thanks, @kaituo. I'd prefer "meets any of the conditions in the following table."

Parameter | Description | Type | Unit | Example | Required
:--- | :--- |:--- |:--- |:--- |:---
`result_index_min_size` | The minimum total size of primary shards (excluding replicas) required for index rollover. If set to 100 GiB and the index has 5 primary and 5 replica shards of 20 GiB each, the total primary shard size is 100 GiB, triggering the rollover. | `integer` | `MB` | `51200` | No
`result_index_min_age` | The minimum age of the index required for rollover, calculated from its creation time to the current time. | `integer` |`day` | `7` | No
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Suggested change
`result_index_min_age` | The minimum age of the index required for rollover, calculated from its creation time to the current time. | `integer` |`day` | `7` | No
`result_index_min_age` | The minimum index age required for rollover, calculated from its creation time to the current time. | `integer` |`day` | `7` | No

:--- | :--- |:--- |:--- |:--- |:---
`result_index_min_size` | The minimum total size of primary shards (excluding replicas) required for index rollover. If set to 100 GiB and the index has 5 primary and 5 replica shards of 20 GiB each, the total primary shard size is 100 GiB, triggering the rollover. | `integer` | `MB` | `51200` | No
`result_index_min_age` | The minimum age of the index required for rollover, calculated from its creation time to the current time. | `integer` |`day` | `7` | No
`result_index_ttl` | The minimum age required to permanently delete rolled over indexes. | `integer` | `day` | `60` | No
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Suggested change
`result_index_ttl` | The minimum age required to permanently delete rolled over indexes. | `integer` | `day` | `60` | No
`result_index_ttl` | The minimum age required to permanently delete rolled-over indexes. | `integer` | `day` | `60` | No

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kaituo commented Jun 14, 2024

@natebower @vagimeli answered a few questions. Other than that, I am fine with the changes.

vagimeli and others added 3 commits June 17, 2024 10:24
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
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@natebower @vagimeli answered a few questions. Other than that, I am fine with the changes.

@natebower I accepted your changes and revised per comments. Will you approve for merging? Thank you :)

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LGTM

@vagimeli vagimeli merged commit f3153d8 into opensearch-project:main Jun 17, 2024
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@vagimeli vagimeli removed the 5 - Editorial review PR: Editorial review in progress label Jun 19, 2024
@hdhalter hdhalter added the 3 - Done Issue is done/complete label Jun 26, 2024
leanneeliatra pushed a commit to leanneeliatra/opensearch-documentation-website-forl that referenced this pull request Jul 24, 2024
* Enhancements in Version 2.15

Starting from version 2.15, we have introduced several enhancements:

1. Custom Index Management:
* Added support for custom index management. For more details, watch the video on the create detector page and detector detail page anomaly-detection-dashboards-plugin#770.
* Custom result indices are now managed as aliases. Consequently, additional security permissions are required for management.
2. New JVM Heap Usage Threshold Setting:
* Introduced a new setting, plugins.anomaly_detection.jvm_heap_usage_threshold, to manage the memory circuit breaker threshold.
3. Documentation Improvements:
* Added examples for DSL filters to enhance the documentation.
4. Ruby Version Update:
* Updated Ruby version in CONTRIBUTING.md from 3.2 to 3.2.4 as version 3.2 is not available.

Testing done:
* built and viewed the changed website locally

Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

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* Update _observing-your-data/ad/settings.md

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* Update _observing-your-data/ad/index.md

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---------

Signed-off-by: Kaituo Li <kaituo@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>
Naarcha-AWS added a commit that referenced this pull request Jul 24, 2024
* adding OpenSearch demo configuration mac instructions

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* [MDS] Add security analytics, alerting, feature anaywhere in the multiple data source document (#7328)

* Add security analy

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* Apply suggestions from code review

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: yujin-emma <yujin.emma.work@gmail.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: Yu Jin <112784385+yujin-emma@users.noreply.github.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Added documentation for managed identity support in repository-azure plugin (#7068)

* Added documentation for managed identity support in repository-azure plugins

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* fixed syntax

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* fixed style error

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* remove sudo, and added 1 more point when configuring key or sas token

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Update section

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update snapshot-restore.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* improve readability and clarity

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* improved naming

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Update _tuning-your-cluster/availability-and-recovery/snapshots/snapshot-restore.md

Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: chengwushi-netapp <153049940+chengwushi-netapp@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update snapshot-restore.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* fixed syntax based on requested changes

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: chengwushi-netapp <153049940+chengwushi-netapp@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Updating the documentation for `obfuscate` processor and fixing a issue in `opensearch` sink documentation. (#7251)

* Updating the documentation for  processor to accomodate change in DataPrepper 2.8 and fixing a issue in  sink documentation.

Signed-off-by: Utkarsh Agarwal <utkarsh07379@gmail.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Utkarsh Agarwal <utkarsh07379@gmail.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Utkarsh Agarwal <utkarsh07379@gmail.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Added documentation for new default workflow templates (#7346)

* add new default workflow templates

Signed-off-by: Amit Galitzky <amgalitz@amazon.com>

* Apply suggestions from code review

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.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: Amit Galitzky <amgalitz@amazon.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: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Remote state publication (#7364)

* Remote state publication

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Address comments

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Simplify the remote publication description

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Update remote-cluster-state.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/remote-cluster-state.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation of derived fields (#7329)

* Add documentation of derived fields

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* improve the documentation

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Fix style-job comments

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* documentation for object derived field

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Update one of the search request and date format documentation

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Tech review comments

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* One more passive voice

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* More editorial comments

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add doc for neural-sparse-query-two-phase-processor. (#7306)

* Add doc for neural-sparse-query-two-phase-processor.

Signed-off-by: conggguan <congguan@amazon.com>

* Make some edits for the comments.

Signed-off-by: conggguan <congguan@amazon.com>

* Fix some typo and style-job.

Signed-off-by: conggguan <congguan@amazon.com>

* Update neural-sparse-query-two-phase-processor.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update _search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: conggguan <congguan@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation related to removal of source and recovery source in k-NN performance tuning section (#7359)

* Add documentation related to removal of source and recovery source in k-NN performance tuning section

Signed-off-by: Navneet Verma <navneev@amazon.com>

* Update formatting. Add Doc review.

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Navneet Verma <navneev@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update derived.md (#7393)

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update common-filters.md (#7386)

Community member pointed out the error in the remove_field field.

Signed-off-by: Heather Halter <HDHALTER@AMAZON.COM>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Documentation for Indices Request Cache Overview and its settings (#7288)

* Create doc for Indices Request Cache
Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* Create doc for Indices Request Cache
Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Corrects dynamic/static settings

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Move one of the settings to static

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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: Kiran Prakash <awskiran@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* 20240131 Clarification on backend role concept in access control (#7378)

* clarification on backend role concept in access control

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* taking out unnesesary changes

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update _security/access-control/index.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Changed order of Best Practices page and linked it from other relevant pages (#7389)

* changed order of best practices page and linked it from other relevant pages

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* AD Enhancements in Version 2.15 (#7388)

* Enhancements in Version 2.15

Starting from version 2.15, we have introduced several enhancements:

1. Custom Index Management:
* Added support for custom index management. For more details, watch the video on the create detector page and detector detail page anomaly-detection-dashboards-plugin#770.
* Custom result indices are now managed as aliases. Consequently, additional security permissions are required for management.
2. New JVM Heap Usage Threshold Setting:
* Introduced a new setting, plugins.anomaly_detection.jvm_heap_usage_threshold, to manage the memory circuit breaker threshold.
3. Documentation Improvements:
* Added examples for DSL filters to enhance the documentation.
4. Ruby Version Update:
* Updated Ruby version in CONTRIBUTING.md from 3.2 to 3.2.4 as version 3.2 is not available.

Testing done:
* built and viewed the changed website locally

Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/ad/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Kaituo Li <kaituo@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for the new setting of cardinality aggregation dynamic pruning (#7341)

* add documentation for the new setting of cardinality aggregation dynamic pruning

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>

* Update search-settings.md

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>

* Update _install-and-configure/configuring-opensearch/search-settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update search-settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Change introduced version for derived field (#7403)

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for wildcard field type (#7339)

* Add documentation for wildcard field type

Signed-off-by: Michael Froh <froh@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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>

* More explanation

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Update _field-types/supported-field-types/wildcard.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

---------

Signed-off-by: Michael Froh <froh@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add document for top n queries improvements in 2.15 (#7326)

* Add document for top n queries by cpu and memory

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* update document to fix style checks

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* combine exporter and metrics enhancements documents into one PR

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* add document for default exporter pattern

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* Consolidating metric types

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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: Chenyang Ji <cyji@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for innerHit on knn nested field (#7404)

* Add documentation for innerHit on knn nested field

Signed-off-by: Heemin Kim <heemin@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Explain excluding source

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Heemin Kim <heemin@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Mark docrep to remote migration as GA and modify settings names (#7342)

* Mark docrep to remote migration as GA and modify settings names

Signed-off-by: Gaurav Bafna <gbbafna@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Bhumika Saini <sabhumik@amazon.com>
Signed-off-by: Gaurav Bafna <85113518+gbbafna@users.noreply.github.com>

* Update migrating-to-remote.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Gaurav Bafna <gbbafna@amazon.com>
Signed-off-by: Gaurav Bafna <85113518+gbbafna@users.noreply.github.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Bhumika Saini <sabhumik@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Changed VisBuilder status from experimental to GA (#7405)

* VisBuilder GA

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Removed experimental visualization requirement

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Update screenshots

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Explicitly add a version question to the doc issue template (#7406)

* Separate out the version section in the doc issue

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* typo

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add doc for alerting comments  (#7360)

* alerting comments first documentation rough draft

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* formatting and styling changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* more formatting changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* more spacing changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* added not about rbac and added some links

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* removing comments history enabled setting

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* Update comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Update Update comment API description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/api.md

Update Delete comment API description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Updated comments_enabled setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Updated comments_history_max_age setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Update comments_history_rollover_period setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Update comments_history_retention_period setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* minor edits and dead link fix attempt

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* misc edits

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* minor edit

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

format request and response examples to expand

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Added text to address stacked headings issue

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Fix broken link

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Fix broken link

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>
Co-authored-by: Dennis Toepker <toepkerd@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update the integration page to reflect new integration catalog features (#7324)

* update the integration page to reflect the integration catalog and additional capabilities

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the integration documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update schema section

Signed-off-by: Simeon Widdis <sawiddis@amazon.com>

* update the metrics analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the trace analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

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…
opensearch-trigger-bot bot pushed a commit that referenced this pull request Jul 24, 2024
* adding OpenSearch demo configuration mac instructions

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* Update _dashboards/management/multi-data-sources.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: yujin-emma <yujin.emma.work@gmail.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: Yu Jin <112784385+yujin-emma@users.noreply.github.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Added documentation for managed identity support in repository-azure plugin (#7068)

* Added documentation for managed identity support in repository-azure plugins

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* fixed syntax

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* fixed style error

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* remove sudo, and added 1 more point when configuring key or sas token

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Update section

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update snapshot-restore.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* improve readability and clarity

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* improved naming

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Update _tuning-your-cluster/availability-and-recovery/snapshots/snapshot-restore.md

Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: chengwushi-netapp <153049940+chengwushi-netapp@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update snapshot-restore.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* fixed syntax based on requested changes

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: chengwushi-netapp <153049940+chengwushi-netapp@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Updating the documentation for `obfuscate` processor and fixing a issue in `opensearch` sink documentation. (#7251)

* Updating the documentation for  processor to accomodate change in DataPrepper 2.8 and fixing a issue in  sink documentation.

Signed-off-by: Utkarsh Agarwal <utkarsh07379@gmail.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Utkarsh Agarwal <utkarsh07379@gmail.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Utkarsh Agarwal <utkarsh07379@gmail.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Added documentation for new default workflow templates (#7346)

* add new default workflow templates

Signed-off-by: Amit Galitzky <amgalitz@amazon.com>

* Apply suggestions from code review

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.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: Amit Galitzky <amgalitz@amazon.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: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Remote state publication (#7364)

* Remote state publication

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Address comments

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Simplify the remote publication description

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Update remote-cluster-state.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/remote-cluster-state.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation of derived fields (#7329)

* Add documentation of derived fields

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* improve the documentation

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Fix style-job comments

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* documentation for object derived field

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Update one of the search request and date format documentation

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Tech review comments

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* One more passive voice

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* More editorial comments

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add doc for neural-sparse-query-two-phase-processor. (#7306)

* Add doc for neural-sparse-query-two-phase-processor.

Signed-off-by: conggguan <congguan@amazon.com>

* Make some edits for the comments.

Signed-off-by: conggguan <congguan@amazon.com>

* Fix some typo and style-job.

Signed-off-by: conggguan <congguan@amazon.com>

* Update neural-sparse-query-two-phase-processor.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update _search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: conggguan <congguan@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation related to removal of source and recovery source in k-NN performance tuning section (#7359)

* Add documentation related to removal of source and recovery source in k-NN performance tuning section

Signed-off-by: Navneet Verma <navneev@amazon.com>

* Update formatting. Add Doc review.

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Navneet Verma <navneev@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update derived.md (#7393)

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update common-filters.md (#7386)

Community member pointed out the error in the remove_field field.

Signed-off-by: Heather Halter <HDHALTER@AMAZON.COM>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Documentation for Indices Request Cache Overview and its settings (#7288)

* Create doc for Indices Request Cache
Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* Create doc for Indices Request Cache
Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Corrects dynamic/static settings

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Move one of the settings to static

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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: Kiran Prakash <awskiran@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* 20240131 Clarification on backend role concept in access control (#7378)

* clarification on backend role concept in access control

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* taking out unnesesary changes

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update _security/access-control/index.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Changed order of Best Practices page and linked it from other relevant pages (#7389)

* changed order of best practices page and linked it from other relevant pages

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* AD Enhancements in Version 2.15 (#7388)

* Enhancements in Version 2.15

Starting from version 2.15, we have introduced several enhancements:

1. Custom Index Management:
* Added support for custom index management. For more details, watch the video on the create detector page and detector detail page anomaly-detection-dashboards-plugin#770.
* Custom result indices are now managed as aliases. Consequently, additional security permissions are required for management.
2. New JVM Heap Usage Threshold Setting:
* Introduced a new setting, plugins.anomaly_detection.jvm_heap_usage_threshold, to manage the memory circuit breaker threshold.
3. Documentation Improvements:
* Added examples for DSL filters to enhance the documentation.
4. Ruby Version Update:
* Updated Ruby version in CONTRIBUTING.md from 3.2 to 3.2.4 as version 3.2 is not available.

Testing done:
* built and viewed the changed website locally

Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/ad/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Kaituo Li <kaituo@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for the new setting of cardinality aggregation dynamic pruning (#7341)

* add documentation for the new setting of cardinality aggregation dynamic pruning

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>

* Update search-settings.md

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>

* Update _install-and-configure/configuring-opensearch/search-settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update search-settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Change introduced version for derived field (#7403)

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for wildcard field type (#7339)

* Add documentation for wildcard field type

Signed-off-by: Michael Froh <froh@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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>

* More explanation

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Update _field-types/supported-field-types/wildcard.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

---------

Signed-off-by: Michael Froh <froh@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add document for top n queries improvements in 2.15 (#7326)

* Add document for top n queries by cpu and memory

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* update document to fix style checks

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* combine exporter and metrics enhancements documents into one PR

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* add document for default exporter pattern

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* Consolidating metric types

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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: Chenyang Ji <cyji@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for innerHit on knn nested field (#7404)

* Add documentation for innerHit on knn nested field

Signed-off-by: Heemin Kim <heemin@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Explain excluding source

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Heemin Kim <heemin@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Mark docrep to remote migration as GA and modify settings names (#7342)

* Mark docrep to remote migration as GA and modify settings names

Signed-off-by: Gaurav Bafna <gbbafna@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Bhumika Saini <sabhumik@amazon.com>
Signed-off-by: Gaurav Bafna <85113518+gbbafna@users.noreply.github.com>

* Update migrating-to-remote.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Gaurav Bafna <gbbafna@amazon.com>
Signed-off-by: Gaurav Bafna <85113518+gbbafna@users.noreply.github.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Bhumika Saini <sabhumik@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Changed VisBuilder status from experimental to GA (#7405)

* VisBuilder GA

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Removed experimental visualization requirement

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Update screenshots

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Explicitly add a version question to the doc issue template (#7406)

* Separate out the version section in the doc issue

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* typo

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add doc for alerting comments  (#7360)

* alerting comments first documentation rough draft

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* formatting and styling changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* more formatting changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* more spacing changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* added not about rbac and added some links

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* removing comments history enabled setting

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* Update comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Update Update comment API description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/api.md

Update Delete comment API description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Updated comments_enabled setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Updated comments_history_max_age setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Update comments_history_rollover_period setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Update comments_history_retention_period setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* minor edits and dead link fix attempt

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* misc edits

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* minor edit

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

format request and response examples to expand

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Added text to address stacked headings issue

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Fix broken link

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Fix broken link

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>
Co-authored-by: Dennis Toepker <toepkerd@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update the integration page to reflect new integration catalog features (#7324)

* update the integration page to reflect the integration catalog and additional capabilities

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the integration documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update schema section

Signed-off-by: Simeon Widdis <sawiddis@amazon.com>

* update the metrics analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the trace analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update index.md

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* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _integrations/index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update index.md

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* Update _integrations/index.md

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* Update index.md

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* Update index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update index.md

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* Update index.md

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* Rewrite tutorials and update or delete graphics

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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---------

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Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add connector tool (#7384)

* add connector tool

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* address comments

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* Doc review

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/remote-models/blueprints.md

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* Apply suggestions from code review

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---------

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* Alerts in correlations feature documentation (#7410)

* alerts in correlations feature documentation

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* Update correlation-eng.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

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* Update alerts.md

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* Copy edit

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* Update _security-analytics/api-tools/correlation-eng.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

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* Update _security-analytics/usage/alerts.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

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---------

Signed-off-by: Riya Saxena <riysaxen@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Trace analytics update (#7362)

* update the integration page to reflect the integration catalog and additional capabilities

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* update the integration documentation

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* Update schema section

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* update the metrics analytics documentation

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* update the trace analytics documentation

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

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* update service correlation index naming convention

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* Update ta-dashboards.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: YANGDB <yang.db.dev@gmail.com>
Signed-off-by: Simeon Widdis <sawiddis@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Simeon Widdis <sawiddis@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentations for batch ingestion feature (#7408)

* Add documents for batch ingestion

Signed-off-by: Liyun Xiu <xiliyun@amazon.com>

* Revert change on other rows of bulk

Signed-off-by: Liyun Xiu <xiliyun@amazon.com>

* Apply suggestions from code review

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Update _ml-commons-plugin/remote-models/batch-ingestion.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.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: Liyun Xiu <xiliyun@amazon.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: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Moved batch-enabled processors to a separate section (#7415)

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Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add link to tutorial in OS Dashboards Assistant documentation (#7416)

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Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Point to the spaces section of approximate k-NN from radial search (#7417)

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Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update documentation of ml inference processors to support for local models (#7368)

* ml inference processor support for local models

Signed-off-by: Bhavana Ramaram <…
sandervandegeijn pushed a commit to sandervandegeijn/documentation-website that referenced this pull request Jul 30, 2024
…earch-project#7381)

* adding OpenSearch demo configuration mac instructions

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* [MDS] Add security analytics, alerting, feature anaywhere in the multiple data source document (#7328)

* Add security analy

Signed-off-by: yujin-emma <yujin.emma.work@gmail.com>

* Apply suggestions from code review

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* Update multi-data-sources.md

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* Apply suggestions from code review

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* Update multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _dashboards/management/multi-data-sources.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: yujin-emma <yujin.emma.work@gmail.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: Yu Jin <112784385+yujin-emma@users.noreply.github.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Added documentation for managed identity support in repository-azure plugin (#7068)

* Added documentation for managed identity support in repository-azure plugins

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* fixed syntax

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* fixed style error

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* remove sudo, and added 1 more point when configuring key or sas token

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Update section

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update snapshot-restore.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* improve readability and clarity

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* improved naming

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Update _tuning-your-cluster/availability-and-recovery/snapshots/snapshot-restore.md

Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: chengwushi-netapp <153049940+chengwushi-netapp@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update snapshot-restore.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* fixed syntax based on requested changes

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Chengwu Shi <chengwu.shi@netapp.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: chengwushi-netapp <153049940+chengwushi-netapp@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Updating the documentation for `obfuscate` processor and fixing a issue in `opensearch` sink documentation. (#7251)

* Updating the documentation for  processor to accomodate change in DataPrepper 2.8 and fixing a issue in  sink documentation.

Signed-off-by: Utkarsh Agarwal <utkarsh07379@gmail.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Utkarsh Agarwal <utkarsh07379@gmail.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Utkarsh Agarwal <utkarsh07379@gmail.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Added documentation for new default workflow templates (#7346)

* add new default workflow templates

Signed-off-by: Amit Galitzky <amgalitz@amazon.com>

* Apply suggestions from code review

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.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: Amit Galitzky <amgalitz@amazon.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: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Remote state publication (#7364)

* Remote state publication

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Address comments

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Simplify the remote publication description

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>

* Update remote-cluster-state.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/remote-cluster-state.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Sooraj Sinha <soosinha@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation of derived fields (#7329)

* Add documentation of derived fields

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* improve the documentation

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Fix style-job comments

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* documentation for object derived field

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Update one of the search request and date format documentation

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Tech review comments

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* One more passive voice

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Update _field-types/supported-field-types/derived.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* More editorial comments

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Rishabh Maurya <rishabhmaurya05@gmail.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add doc for neural-sparse-query-two-phase-processor. (#7306)

* Add doc for neural-sparse-query-two-phase-processor.

Signed-off-by: conggguan <congguan@amazon.com>

* Make some edits for the comments.

Signed-off-by: conggguan <congguan@amazon.com>

* Fix some typo and style-job.

Signed-off-by: conggguan <congguan@amazon.com>

* Update neural-sparse-query-two-phase-processor.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Update _search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: conggguan <congguan@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation related to removal of source and recovery source in k-NN performance tuning section (#7359)

* Add documentation related to removal of source and recovery source in k-NN performance tuning section

Signed-off-by: Navneet Verma <navneev@amazon.com>

* Update formatting. Add Doc review.

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: Navneet Verma <navneev@amazon.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update derived.md (#7393)

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update common-filters.md (#7386)

Community member pointed out the error in the remove_field field.

Signed-off-by: Heather Halter <HDHALTER@AMAZON.COM>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Documentation for Indices Request Cache Overview and its settings (#7288)

* Create doc for Indices Request Cache
Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* Create doc for Indices Request Cache
Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* sentence case

Signed-off-by: Kiran Prakash <awskiran@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Corrects dynamic/static settings

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Move one of the settings to static

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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: Kiran Prakash <awskiran@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* 20240131 Clarification on backend role concept in access control (#7378)

* clarification on backend role concept in access control

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* taking out unnesesary changes

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update _security/access-control/index.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Changed order of Best Practices page and linked it from other relevant pages (#7389)

* changed order of best practices page and linked it from other relevant pages

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Apply suggestions from code review

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>

---------

Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>
Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* AD Enhancements in Version 2.15 (#7388)

* Enhancements in Version 2.15

Starting from version 2.15, we have introduced several enhancements:

1. Custom Index Management:
* Added support for custom index management. For more details, watch the video on the create detector page and detector detail page anomaly-detection-dashboards-plugin#770.
* Custom result indices are now managed as aliases. Consequently, additional security permissions are required for management.
2. New JVM Heap Usage Threshold Setting:
* Introduced a new setting, plugins.anomaly_detection.jvm_heap_usage_threshold, to manage the memory circuit breaker threshold.
3. Documentation Improvements:
* Added examples for DSL filters to enhance the documentation.
4. Ruby Version Update:
* Updated Ruby version in CONTRIBUTING.md from 3.2 to 3.2.4 as version 3.2 is not available.

Testing done:
* built and viewed the changed website locally

Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: Kaituo Li <kaituo@amazon.com>

* Update _observing-your-data/ad/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/ad/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/ad/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Kaituo Li <kaituo@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for the new setting of cardinality aggregation dynamic pruning (#7341)

* add documentation for the new setting of cardinality aggregation dynamic pruning

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>

* Update search-settings.md

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>

* Update _install-and-configure/configuring-opensearch/search-settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update search-settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: bowenlan-amzn <bowenlan23@gmail.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Change introduced version for derived field (#7403)

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for wildcard field type (#7339)

* Add documentation for wildcard field type

Signed-off-by: Michael Froh <froh@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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>

* More explanation

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Update _field-types/supported-field-types/wildcard.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

---------

Signed-off-by: Michael Froh <froh@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add document for top n queries improvements in 2.15 (#7326)

* Add document for top n queries by cpu and memory

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* update document to fix style checks

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* combine exporter and metrics enhancements documents into one PR

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* add document for default exporter pattern

Signed-off-by: Chenyang Ji <cyji@amazon.com>

* Consolidating metric types

Signed-off-by: Fanit Kolchina <kolchfa@amazon.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: Chenyang Ji <cyji@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentation for innerHit on knn nested field (#7404)

* Add documentation for innerHit on knn nested field

Signed-off-by: Heemin Kim <heemin@amazon.com>

* Doc review

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Explain excluding source

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Heemin Kim <heemin@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Mark docrep to remote migration as GA and modify settings names (#7342)

* Mark docrep to remote migration as GA and modify settings names

Signed-off-by: Gaurav Bafna <gbbafna@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Bhumika Saini <sabhumik@amazon.com>
Signed-off-by: Gaurav Bafna <85113518+gbbafna@users.noreply.github.com>

* Update migrating-to-remote.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _tuning-your-cluster/availability-and-recovery/remote-store/migrating-to-remote.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Gaurav Bafna <gbbafna@amazon.com>
Signed-off-by: Gaurav Bafna <85113518+gbbafna@users.noreply.github.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Bhumika Saini <sabhumik@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Changed VisBuilder status from experimental to GA (#7405)

* VisBuilder GA

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Removed experimental visualization requirement

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Update screenshots

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Explicitly add a version question to the doc issue template (#7406)

* Separate out the version section in the doc issue

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* typo

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add doc for alerting comments  (#7360)

* alerting comments first documentation rough draft

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* formatting and styling changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* more formatting changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* more spacing changes

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* added not about rbac and added some links

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* removing comments history enabled setting

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* Update comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Update Update comment API description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/api.md

Update Delete comment API description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Updated comments_enabled setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Updated comments_history_max_age setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Update comments_history_rollover_period setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* Update _observing-your-data/alerting/settings.md

Update comments_history_retention_period setting description

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>

* minor edits and dead link fix attempt

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* misc edits

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* minor edit

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update comments.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

format request and response examples to expand

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/settings.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/comments.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update settings.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Added text to address stacked headings issue

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update api.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/alerting/api.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Fix broken link

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Fix broken link

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Dennis Toepker <toepkerd@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: toepkerd <120457569+toepkerd@users.noreply.github.com>
Co-authored-by: Dennis Toepker <toepkerd@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Update the integration page to reflect new integration catalog features (#7324)

* update the integration page to reflect the integration catalog and additional capabilities

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the integration documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update schema section

Signed-off-by: Simeon Widdis <sawiddis@amazon.com>

* update the metrics analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the trace analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

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* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update _integrations/index.md

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* Update index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

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* Update index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update index.md

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Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Rewrite tutorials and update or delete graphics

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* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _integrations/index.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: YANGDB <yang.db.dev@gmail.com>
Signed-off-by: Simeon Widdis <sawiddis@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Simeon Widdis <sawiddis@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add connector tool (#7384)

* add connector tool

Signed-off-by: Yaliang Wu <ylwu@amazon.com>

* address comments

Signed-off-by: Yaliang Wu <ylwu@amazon.com>

* Doc review

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/connector-tool.md

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* Update _ml-commons-plugin/remote-models/blueprints.md

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* 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: Yaliang Wu <ylwu@amazon.com>
Signed-off-by: Fanit Kolchina <kolchfa@amazon.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: Fanit Kolchina <kolchfa@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Alerts in correlations feature documentation (#7410)

* alerts in correlations feature documentation

Signed-off-by: Riya Saxena <riysaxen@amazon.com>

* Update correlation-eng.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update alerts.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Copy edit

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/api-tools/correlation-eng.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _security-analytics/usage/alerts.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

---------

Signed-off-by: Riya Saxena <riysaxen@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Trace analytics update (#7362)

* update the integration page to reflect the integration catalog and additional capabilities

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the integration documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update schema section

Signed-off-by: Simeon Widdis <sawiddis@amazon.com>

* update the metrics analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* update the trace analytics documentation

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* update service correlation index naming convention

Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: YANGDB <yang.db.dev@gmail.com>

* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

Co-authored-by: Nathan Bower <nbower@amazon.com>
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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>

* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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* Update _observing-your-data/trace/ta-dashboards.md

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---------

Signed-off-by: YANGDB <yang.db.dev@gmail.com>
Signed-off-by: Simeon Widdis <sawiddis@amazon.com>
Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Simeon Widdis <sawiddis@amazon.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: leanne.laceybyrne@eliatra.com <leanne.laceybyrne@eliatra.com>

* Add documentations for batch ingestion feature (#7408)

* Add documents for batch ingestion

Signed-off-by: Liyun Xiu <xiliyun@amazon.com>

* Revert change on other rows of bulk

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* Apply suggestions from code review

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* Update _ml-commons-plugin/remote-models/batch-ingestion.md

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* Apply suggestions from code review

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* 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>

---------

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Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
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* Moved batch-enabled processors to a separate section (#7415)

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* Add link to tutorial in OS Dashboards Assistant documentation (#7416)

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* Point to the spaces section of approximate k-NN from radial search (#7417)

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* Update documentation of ml inference processors to support for local models (#7368)

* ml inference processor support for local models

Signed-off-by: Bhavana Ramaram <…
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[DOC] Add custom index management etc.
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