Merge branch 'main' into leemthompo/data-analysis-cleanup

Author: leemthompo

deploy-manage/remote-clusters/remote-clusters-self-managed.md

@@ -35,21 +35,21 @@ $$$sniff-mode$$$
 Sniff mode
 :   In sniff mode, a cluster alias is registered with a name of your choosing and a list of addresses of *seed* nodes specified with the `cluster.remote.<cluster_alias>.seeds` setting. When you register a remote cluster using sniff mode, {{es}} retrieves from one of the seed nodes the addresses of up to three *gateway nodes*. Each `remote_cluster_client` node in the local {{es}} cluster then opens several TCP connections to the publish addresses of the gateway nodes. This mode therefore requires that the gateway nodes' publish addresses are accessible to nodes in the local cluster.
 
-    Sniff mode is the default connection mode. See [Sniff mode remote cluster settings](remote-clusters-settings.md#remote-cluster-sniff-settings) for more information about configuring sniff mode.
+    Sniff mode is the default connection mode. See [Sniff mode remote cluster settings](elasticsearch://reference/elasticsearch/configuration-reference/remote-clusters.md#remote-cluster-sniff-settings) for more information about configuring sniff mode.
 
     $$$gateway-nodes-selection$$$
     The *gateway nodes* selection depends on the following criteria:
 
     * **version**: Remote nodes must be compatible with the cluster they are registered to.
     * **role**: By default, any non-[master-eligible](/deploy-manage/distributed-architecture/clusters-nodes-shards/node-roles.md#master-node-role) node can act as a gateway node. Dedicated master nodes are never selected as gateway nodes.
-    * **attributes**: You can define the gateway nodes for a cluster by setting [`cluster.remote.node.attr.gateway`](remote-clusters-settings.md#cluster-remote-node-attr) to `true`. However, such nodes still have to satisfy the two above requirements.
+    * **attributes**: You can define the gateway nodes for a cluster by setting [`cluster.remote.node.attr.gateway`](elasticsearch://reference/elasticsearch/configuration-reference/remote-clusters.md#cluster-remote-node-attr) to `true`. However, such nodes still have to satisfy the two above requirements.
 
 
 $$$proxy-mode$$$
 
 Proxy mode
 :   In proxy mode, a cluster alias is registered with a name of your choosing and the address of a TCP (layer 4) reverse proxy specified with the `cluster.remote.<cluster_alias>.proxy_address` setting. You must configure this proxy to route connections to one or more nodes of the remote cluster. When you register a remote cluster using proxy mode, {{es}} opens several TCP connections to the proxy address and uses these connections to communicate with the remote cluster. In proxy mode {{es}} disregards the publish addresses of the remote cluster nodes which means that the publish addresses of the remote cluster nodes need not be accessible to the local cluster.
 
-    Proxy mode is not the default connection mode, so you must set `cluster.remote.<cluster_alias>.mode: proxy` to use it. See [Proxy mode remote cluster settings](remote-clusters-settings.md#remote-cluster-proxy-settings) for more information about configuring proxy mode.
+    Proxy mode is not the default connection mode, so you must set `cluster.remote.<cluster_alias>.mode: proxy` to use it. See [Proxy mode remote cluster settings](elasticsearch://reference/elasticsearch/configuration-reference/remote-clusters.md#remote-cluster-proxy-settings) for more information about configuring proxy mode.
 
     Proxy mode has the same [version compatibility requirements](#gateway-nodes-selection) as sniff mode.

deploy-manage/remote-clusters/remote-clusters-settings.md

@@ -656,7 +656,6 @@ toc:
           - file: remote-clusters/remote-clusters-api-key.md
           - file: remote-clusters/remote-clusters-cert.md
           - file: remote-clusters/remote-clusters-migrate.md
-          - file: remote-clusters/remote-clusters-settings.md
       - file: remote-clusters/eck-remote-clusters.md
   - file: monitor.md
     children:

deploy-manage/toc.yml

@@ -1308,7 +1308,7 @@ Interprets a `TinyMath` math expression using a `number` or `datatable` as *cont
 
 | Argument | Type | Description |
 | --- | --- | --- |
-| *Unnamed*<br>Alias: `expression` | `string` | An evaluated `TinyMath` expression. See [canvas-tinymath-functions.md](/reference/data-analysis/kibana/tinymath-functions.md). |
+| *Unnamed*<br>Alias: `expression` | `string` | An evaluated `TinyMath` expression. See [canvas-tinymath-functions.md](/explore-analyze/visualize/canvas/canvas-tinymath-functions.md). |
 | `onError` | `string` | In case the `TinyMath` evaluation fails or returns NaN, the return value is specified by onError. When `'throw'`, it will throw an exception, terminating expression execution (default). |
 
 **Returns:** Depends on your input and arguments
@@ -1323,7 +1323,7 @@ Adds a column by evaluating `TinyMath` on each row. This function is optimized f
 | Argument | Type | Description |
 | --- | --- | --- |
 | *Unnamed* **\***<br>Aliases: `column`, `name` | `string` | The name of the resulting column. Names are not required to be unique. |
-| *Unnamed*<br>Alias: `expression` | `string` | An evaluated `TinyMath` expression. See [canvas-tinymath-functions.md](/reference/data-analysis/kibana/tinymath-functions.md). |
+| *Unnamed*<br>Alias: `expression` | `string` | An evaluated `TinyMath` expression. See [canvas-tinymath-functions.md](/explore-analyze/visualize/canvas/canvas-tinymath-functions.md). |
 | `castColumns` † | `string` | The column ids that are cast to numbers before the formula is applied. |
 | `copyMetaFrom` | `string`, `null` | If set, the meta object from the specified column id is copied over to the specified target column. If the column doesn’t exist it silently fails.<br>Default: `null` |
 | `id` **\*** | `string` | id of the resulting column. Must be unique. |
@@ -1443,7 +1443,7 @@ Subdivides a `datatable` by the unique values of the specified columns, and pass
 
 ### `pointseries` [pointseries_fn]
 
-Turn a `datatable` into a point series model. Currently we differentiate measure from dimensions by looking for a `TinyMath` expression. See [canvas-tinymath-functions.md](/reference/data-analysis/kibana/tinymath-functions.md). If you enter a `TinyMath` expression in your argument, we treat that argument as a measure, otherwise it is a dimension. Dimensions are combined to create unique keys. Measures are then deduplicated by those keys using the specified `TinyMath` function
+Turn a `datatable` into a point series model. Currently we differentiate measure from dimensions by looking for a `TinyMath` expression. See [canvas-tinymath-functions.md](/explore-analyze/visualize/canvas/canvas-tinymath-functions.md). If you enter a `TinyMath` expression in your argument, we treat that argument as a measure, otherwise it is a dimension. Dimensions are combined to create unique keys. Measures are then deduplicated by those keys using the specified `TinyMath` function
 
 **Accepts:** `datatable`
 

explore-analyze/visualize/canvas/canvas-function-reference.md

@@ -551,5 +551,8 @@ redirects:
   'reference/data-analysis/machine-learning/ootb-ml-jobs-siem.md': 'reference/machine-learning/ootb-ml-jobs-siem.md'
   'reference/data-analysis/machine-learning/ootb-ml-jobs-uptime.md': 'reference/machine-learning/ootb-ml-jobs-uptime.md'
 
+# Remote cluster settings moved to reference: https://github.com/elastic/docs-content/issues/579
+  'deploy-manage/remote-clusters/remote-clusters-settings.md': 'elasticsearch://reference/elasticsearch/configuration-reference/remote-clusters.md'
+
 
 

redirects.yml

@@ -0,0 +1,11 @@
+# Data analysis
+
+This section contains reference information for data analysis features, including:
+
+* [Supplied {{anomaly-detect}} configurations](/reference/data-analysis/machine-learning/supplied-anomaly-detection-configurations.md)
+* [Function reference for anomaly detection jobs](/reference/data-analysis/machine-learning/machine-learning-functions.md)
+* [Metrics reference for the Infrastructure app](/reference/data-analysis/observability/index.md)
+* [Text analysis components](elasticsearch://reference/text-analysis/index.md)
+* [Aggregations](elasticsearch://reference/aggregations/index.md)
+
+Visit the [Explore and analyze](/explore-analyze/index.md) section to learn how to use the Elasticsearch platform to explore and analyze your data effectively.

reference/data-analysis/index.md

@@ -0,0 +1,28 @@
+toc:
+  - file: index.md
+  - file: machine-learning/supplied-anomaly-detection-configurations.md
+    children:
+      - file: machine-learning/ootb-ml-jobs-apache.md
+      - file: machine-learning/ootb-ml-jobs-apm.md
+      - file: machine-learning/ootb-ml-jobs-auditbeat.md
+      - file: machine-learning/ootb-ml-jobs-logs-ui.md
+      - file: machine-learning/ootb-ml-jobs-metricbeat.md
+      - file: machine-learning/ootb-ml-jobs-metrics-ui.md
+      - file: machine-learning/ootb-ml-jobs-nginx.md
+      - file: machine-learning/ootb-ml-jobs-siem.md
+      - file: machine-learning/ootb-ml-jobs-uptime.md
+  - file: machine-learning/machine-learning-functions.md
+    children:
+      - file: machine-learning/ml-count-functions.md
+      - file: machine-learning/ml-geo-functions.md
+      - file: machine-learning/ml-info-functions.md
+      - file: machine-learning/ml-metric-functions.md
+      - file: machine-learning/ml-rare-functions.md
+      - file: machine-learning/ml-sum-functions.md
+      - file: machine-learning/ml-time-functions.md
+  - file: observability/index.md
+    children:
+      - file: observability/observability-host-metrics.md
+      - file: observability/observability-container-metrics.md
+      - file: observability/observability-kubernetes-pod-metrics.md
+      - file: observability/observability-aws-metrics.md

reference/data-analysis/toc.yml

@@ -95,7 +95,7 @@ $$$glossary-ml-bucket$$$ bucket
 ## C [c-glos]
 
 $$$glossary-canvas-language$$$ Canvas expression language
-:   A pipeline-based expression language for manipulating and visualizing data. Includes dozens of functions and other capabilities, such as table transforms, type casting, and sub-expressions. Supports TinyMath functions for complex math calculations. See [Canvas function reference](/reference/data-analysis/kibana/canvas-functions.md).
+:   A pipeline-based expression language for manipulating and visualizing data. Includes dozens of functions and other capabilities, such as table transforms, type casting, and sub-expressions. Supports TinyMath functions for complex math calculations. See [Canvas function reference](/explore-analyze/visualize/canvas/canvas-function-reference.md).
 
 $$$glossary-canvas$$$ Canvas
 :   Enables you to create presentations and infographics that pull live data directly from {{es}}. See [Canvas](/explore-analyze/visualize/canvas.md).