ELE-3044: New dimensions features docs (#1520)

* exclude insignificant

* add dimensions to column anomalies tests

docs/data-tests/anomaly-detection-configuration/dimensions.mdx

@@ -5,7 +5,7 @@ sidebarTitle: "dimensions"
 
 `dimensions: [list of SQL expressions]`
 
-Configuration for the test `dimension_anomalies`.
+Configuration for the tests `dimension_anomalies`, `column_anomalies` and `all_columns_anomalies`.
 The test counts rows grouped by given column / columns / valid select sql expression.
 Under `dimensions` you can configure the group by expression.
 

docs/data-tests/anomaly-detection-configuration/exclude-final-results.mdx

@@ -0,0 +1,34 @@
+---
+title: "exclude_final_results"
+sidebarTitle: "exclude_final_results"
+---
+
+`exclude_final_results: [SQL where expression on fields value / average]`
+
+Failures in dimension anomaly tests consist of outliers in row counts across all dimensions during the training period.
+Some dimensions may contribute metrics that are considered insignificant compared to others, and you may prefer not to receive alerts for them.
+With this parameter, you can disregard such failures.
+
+1. `value` - Outlier row count of a dimension during the detection period.
+2. `average` - The average rows count of a dimension during the training period.
+
+- _Supported values: valid SQL where expression on the columns value / average_
+- _Relevant tests: Dimension anomalies _
+
+<RequestExample>
+
+```yml test
+models:
+  - name: model_name
+    config:
+      elementary:
+        timestamp_column: updated_at
+    tests:
+      - elementary.dimension_anomalies:
+          dimensions:
+            - device_os
+            - device_browser
+          exclude_final_results: 'value > 1000 or average > 10'
+```
+
+</RequestExample>

docs/data-tests/anomaly-detection-tests/all-columns-anomalies.mdx

@@ -24,6 +24,7 @@ No mandatory configuration, however it is highly recommended to configure a `tim
       -- elementary.all_columns_anomalies:
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/timestamp-column"><font color="#CD7D55">timestamp_column: column name</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/column-anomalies"><font color="#CD7D55">column_anomalies: column monitors list</font></a>
+      &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/dimensions"><font color="#CD7D55">dimensions: list</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/exclude_prefix"><font color="#CD7D55">exclude_prefix: string</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/exclude_regexp"><font color="#CD7D55">exclude_regexp: regex</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/where-expression"><font color="#CD7D55">where_expression: sql expression</font></a>

docs/data-tests/anomaly-detection-tests/column-anomalies.mdx

@@ -22,6 +22,7 @@ No mandatory configuration, however it is highly recommended to configure a `tim
   tests:
       -- elementary.column_anomalies:
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/column-anomalies"><font color="#CD7D55">column_anomalies: column monitors list</font></a>
+      &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/dimensions"><font color="#CD7D55">dimensions: list</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/timestamp-column"><font color="#CD7D55">timestamp_column: column name</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/where-expression"><font color="#CD7D55">where_expression: sql expression</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/anomaly-sensitivity"><font color="#CD7D55">anomaly_sensitivity: int</font></a>

docs/data-tests/anomaly-detection-tests/dimension-anomalies.mdx

@@ -43,6 +43,7 @@ _Required configuration: `dimensions`_
       &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/ignore_small_changes"><font color="#CD7D55">spike_failure_percent_threshold: int</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/ignore_small_changes"><font color="#CD7D55">drop_failure_percent_threshold: int</font></a>
       &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/anomaly-exclude-metrics"><font color="#CD7D55">anomaly_exclude_metrics: [SQL expression]</font></a>
+      &nbsp;&nbsp;&nbsp;&nbsp;<a href="/data-tests/anomaly-detection-configuration/exclude-final-results"><font color="#CD7D55">exclude_final_results: [SQL expression]</font></a>
  </code>
 </pre>