damccorm commented on code in PR #21749:
URL: https://github.com/apache/beam/pull/21749#discussion_r892881946


##########
website/www/site/content/en/documentation/patterns/overview.md:
##########
@@ -56,7 +56,7 @@ Pipeline patterns demonstrate common Beam use cases. Pipeline 
patterns are based
 
 ## Contributing a pattern
 
-To contribute a new pipeline pattern, create an issue with the 
[`pipeline-patterns` 
label](https://issues.apache.org/jira/browse/BEAM-7449?jql=labels%20%3D%20pipeline-patterns)
 and add details to the issue description. See [Get started 
contributing](/contribute/) for more information.
+To contribute a new pipeline pattern, create [a feature 
request](https://github.com/apache/beam/issues/new?assignees=octocat&labels=new+feature%2Cawaiting+triage&template=feature.yml&title=%5BFeature+Request%5D%3A+)
 and add details to the issue description. See [Get started 
contributing](/contribute/) for more information.

Review Comment:
   This one was actually correct, though the octocat piece wasn't needed (it 
doesn't harm anything though)



##########
website/www/site/content/en/roadmap/euphoria.md:
##########
@@ -19,7 +19,7 @@ limitations under the License.
 
 Easy to use Java 8 DSL for the Beam Java SDK. Provides a high-level 
abstraction of Beam transformations, which is both easy to read and write. Can 
be used as a complement to existing Beam pipelines (convertible back and 
forth). You can have a glimpse of the API at [WordCount 
example](/documentation/sdks/java/euphoria/#wordcount-example).
 
-- JIRA: 
[dsl-euphoria](https://issues.apache.org/jira/browse/BEAM-4366?jql=project%20%3D%20BEAM%20AND%20component%20%3D%20dsl-euphoria)
 / [BEAM-3900](https://issues.apache.org/jira/browse/BEAM-3900)
+- JIRA: 
[dsl-euphoria](https://github.com/apache/beam/issues?q=is%3Aopen+is%3Aissue+label%3Adsl-euphoria)
 / [BEAM-3900](https://issues.apache.org/jira/browse/BEAM-3900)

Review Comment:
   It's actually correct



##########
website/www/site/content/en/documentation/dsls/dataframes/differences-from-pandas.md:
##########
@@ -63,7 +63,7 @@ Examples:
 Beam DataFrame operations are deferred, but the schemas of the resulting 
DataFrames are not, meaning that result columns must be computable without 
access to the data. Some DataFrame operations can’t support this usage, so they 
can’t be implemented. These operations raise a 
[WontImplementError](https://beam.apache.org/releases/pydoc/{{< param 
release_latest 
>}}/apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.WontImplementError).
 
 <!-- TODO(BEAM-12169): Document the use of categorical columns as a workaround 
-->
-Currently there’s no workaround for this issue. But in the future, Beam 
Dataframe may support non-deferred column operations on categorical columns. 
This work is being tracked in 
[BEAM-12169](https://issues.apache.org/jira/browse/BEAM-12169).
+Currently there’s no workaround for this issue. But in the future, Beam 
Dataframe may support non-deferred column operations on categorical columns. 
This work is being tracked in 
[BEAM-12169](https://github.com/apache/beam/issues/20958).

Review Comment:
   Yeah, I'm not too worried about fixing these types of instances - it doesn't 
make much of a difference IMO



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