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https://issues.apache.org/jira/browse/BEAM-7389?focusedWorklogId=286135&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-286135
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ASF GitHub Bot logged work on BEAM-7389:
----------------------------------------

                Author: ASF GitHub Bot
            Created on: 31/Jul/19 18:34
            Start Date: 31/Jul/19 18:34
    Worklog Time Spent: 10m 
      Work Description: davidcavazos commented on pull request #9184: 
[BEAM-7389] Add code examples for Filter page
URL: https://github.com/apache/beam/pull/9184#discussion_r308949608
 
 

 ##########
 File path: website/src/documentation/transforms/python/element-wise/filter.md
 ##########
 @@ -18,25 +18,168 @@ See the License for the specific language governing 
permissions and
 limitations under the License.
 -->
 
-# Filter 
-<table align="left">
-    <a target="_blank" class="button"
+# Filter
+
+<script type="text/javascript">
+localStorage.setItem('language', 'language-py')
+</script>
+
+<table>
+  <td>
+    <a class="button" target="_blank"
         
href="https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Filter";>
-      <img src="https://beam.apache.org/images/logos/sdks/python.png"; 
width="20px" height="20px"
-           alt="Pydoc" />
-     Pydoc
+      <img src="https://beam.apache.org/images/logos/sdks/python.png";
+          width="20px" height="20px" alt="Pydoc" />
+      Pydoc
     </a>
+  </td>
 </table>
 <br>
+
 Given a predicate, filter out all elements that don't satisfy that predicate.
 May also be used to filter based on an inequality with a given value based
 on the comparison ordering of the element.
 
 ## Examples
-See [BEAM-7389](https://issues.apache.org/jira/browse/BEAM-7389) for updates. 
 
-## Related transforms  
+### Function
+
+`Filter` accepts a function that receives the element as the first argument,
+and returns `True` if the element will be kept, or `False` if the element will 
be filtered out.
+
+```py
+{% github_sample 
/apache/beam/blob/master/sdks/python/apache_beam/examples/snippets/transforms/element_wise/filter.py
 tag:filter_function %}```
+
+<table>
+  <td>
+    <a class="button" target="_blank"
+        
href="https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/snippets/transforms/element_wise/filter.py";>
+      <img src="https://www.tensorflow.org/images/GitHub-Mark-32px.png";
+        width="20px" height="20px" alt="View on GitHub" />
+      View on GitHub
+    </a>
+  </td>
+</table>
+<br>
+
+### Lambda
+
+Lambda functions can also be used.
+
+```py
+{% github_sample 
/apache/beam/blob/master/sdks/python/apache_beam/examples/snippets/transforms/element_wise/filter.py
 tag:filter_lambda %}```
+
+<table>
+  <td>
+    <a class="button" target="_blank"
+        
href="https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/snippets/transforms/element_wise/filter.py";>
+      <img src="https://www.tensorflow.org/images/GitHub-Mark-32px.png";
+        width="20px" height="20px" alt="View on GitHub" />
+      View on GitHub
+    </a>
+  </td>
+</table>
+<br>
+
+### Multiple Arguments
+
+Multiple function arguments can be passed as additional arguments to `Filter`.
+They will be passed as additional positional arguments or keyword arguments to 
the function.
+
+```py
+{% github_sample 
/apache/beam/blob/master/sdks/python/apache_beam/examples/snippets/transforms/element_wise/filter.py
 tag:filter_multiple_arguments %}```
+
+<table>
+  <td>
+    <a class="button" target="_blank"
+        
href="https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/snippets/transforms/element_wise/filter.py";>
+      <img src="https://www.tensorflow.org/images/GitHub-Mark-32px.png";
+        width="20px" height="20px" alt="View on GitHub" />
+      View on GitHub
+    </a>
+  </td>
+</table>
+<br>
+
+### Side Inputs - Singleton
+
+If there is a single value in the `PCollection`, such as the average from 
another computation,
 
 Review comment:
   Thanks, changed
 
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Issue Time Tracking
-------------------

    Worklog Id:     (was: 286135)

> Colab examples for element-wise transforms (Python)
> ---------------------------------------------------
>
>                 Key: BEAM-7389
>                 URL: https://issues.apache.org/jira/browse/BEAM-7389
>             Project: Beam
>          Issue Type: Improvement
>          Components: website
>            Reporter: Rose Nguyen
>            Assignee: David Cavazos
>            Priority: Minor
>          Time Spent: 27h 10m
>  Remaining Estimate: 0h
>




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