maropu commented on a change in pull request #28220: [SPARK-31390][SQL][DOCS] 
Document Window Function in SQL Syntax Section
URL: https://github.com/apache/spark/pull/28220#discussion_r409242524
 
 

 ##########
 File path: docs/sql-ref-syntax-qry-window.md
 ##########
 @@ -19,4 +19,209 @@ license: |
   limitations under the License.
 ---
 
-**This page is under construction**
+### Description
+
+Window functions operate on a group of rows, referred to as a window, and 
calculate an aggregated value for each row based on the specified window. 
Window functions are useful for processing tasks such as calculating a moving 
average, computing a cumulative statistic, or accessing the value of rows given 
the relative position of the current row.
+Spark SQL supports three types of window functions:
+
+  * Ranking Functions
+  * Analytic Functions
+  * Aggregate Functions
+
+### Syntax
+
+{% highlight sql %}
+window_function OVER ( [ partition_spec ] order_spec [ window_frame ] )
+{% endhighlight %}
+
+### Parameters
+
+<dl>
+  <dt><code><em>window_function</em></code></dt>
+  <dd>
+    <ul>
+      <li> Ranking Functions </li>
+      <br>
+      <b>Syntax:</b>
+        <code>
+          RANK | DENSE_RANK | PERCENT_RANK | NTILE | ROW_NUMBER
+        </code>
+    </ul>
+    <ul>
+      <li> Analytic Functions </li>
+      <br>
+      <b>Syntax:</b>
+        <code>
+          CUME_DIST | LAG | LEAD
+        </code>
+    </ul>
+    <ul>
+      <li> Aggregate Functions </li>
+      <br>
+      <b>Syntax:</b>
+        <code>
+          MAX | MIN | COUNT | SUM | AVG | ...
+        </code>
+        <br>
+        Please refer to the <a href="sql-ref-functions-builtin.html">Built-in 
Function</a> document for a complete list of Spark aggregate functions.
+    </ul>
+  </dd>
+</dl>
+<dl>
+  <dt><code><em>partition_spec</em></code></dt>
+  <dd>
+    Specifies a comma separated list of key and value pairs for 
partitions.<br><br>
+    <b>Syntax:</b><br>
+      <code>
+        { PARTITION | DISTRIBUTE } BY partition_col_name = partition_col_val ( 
[ , ... ] )
+      </code>
+  </dd>
+</dl>
+<dl>
+  <dt><code><em>order_spec</em></code></dt>
+  <dd>
+    Specifies an ordering of the rows.<br><br>
+    <b>Syntax:</b><br>
+      <code>
+        { ORDER | SORT } BY { expression [ ASC | DESC ] [ NULLS { FIRST | LAST 
} ] [ , ... ] }
 
 Review comment:
   Could you move `ORDER BY` and `PARTITION BY` caluses into the `Syntax` 
section like the Pg doc one? 
   ```
   [ existing_window_name ]
   [ PARTITION BY expression [, ...] ]
   [ ORDER BY expression [ ASC | DESC | USING operator ] [ NULLS { FIRST | LAST 
} ] [, ...] ]
   [ frame_clause ]
   ```
   https://www.postgresql.org/docs/current/sql-select.html

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