kbendick commented on a change in pull request #3502:
URL: https://github.com/apache/iceberg/pull/3502#discussion_r747002553



##########
File path: site/docs/releases.md
##########
@@ -56,7 +56,38 @@ To add a dependency on Iceberg in Maven, add the following 
to your `pom.xml`:
   ...
 </dependencies>
 ```
-## 0.12.0 Release Notes
+
+## 0.12.1 Release Notes
+
+Apache Iceberg 0.12.1 was released on November 8th, 2021.
+
+Note that the spark3-runtime jar supports Spark 3.0 and 3.1. Spark 3.2 support 
will come in the next release or can be tried out with the nightly SNAPSHOT 
release built from master.
+
+* Git tag: 
[0.12.1](https://github.com/apache/iceberg/releases/tag/apache-iceberg-0.12.1)
+* [0.12.1 source 
tar.gz](https://www.apache.org/dyn/closer.cgi/iceberg/apache-iceberg-0.12.1/apache-iceberg-0.12.1.tar.gz)
 -- 
[signature](https://downloads.apache.org/iceberg/apache-iceberg-0.12.1/apache-iceberg-0.12.1.tar.gz.asc)
 -- 
[sha512](https://downloads.apache.org/iceberg/apache-iceberg-0.12.1/apache-iceberg-0.12.1.tar.gz.sha512)
+* [0.12.1 Spark 3.x runtime 
Jar](https://search.maven.org/remotecontent?filepath=org/apache/iceberg/iceberg-spark3-runtime/0.12.1/iceberg-spark3-runtime-0.12.1.jar)
+* [0.12.1 Spark 2.4 runtime 
Jar](https://search.maven.org/remotecontent?filepath=org/apache/iceberg/iceberg-spark-runtime/0.11.1/iceberg-spark-runtime-0.12.1.jar)
+* [0.12.1 Flink runtime 
Jar](https://search.maven.org/remotecontent?filepath=org/apache/iceberg/iceberg-flink-runtime/0.12.1/iceberg-flink-runtime-0.12.1.jar)
+* [0.12.1 Hive runtime 
Jar](https://search.maven.org/remotecontent?filepath=org/apache/iceberg/iceberg-hive-runtime/0.12.1/iceberg-hive-runtime-0.12.1.jar)
+
+Important bug fixes and changes:
+
+* [\#3135](https://github.com/apache/iceberg/pull/3135) fixes equality-deletes 
using DATE/TIMESTAMP/TIME types.
+* [\#3071](https://github.com/apache/iceberg/pull/3071) adds predicate push 
down for checking referenced data files that match row-level updates. Avoids 
opening manifest files that belong to unrelated partitions when writing row 
deltas.
+* [\#3078](https://github.com/apache/iceberg/pull/3078) prevents the JDBC 
catalog from overwriting the `jdbc.user` property if any property called user 
exists in the environment.
+* [\#3035](https://github.com/apache/iceberg/pull/3035) fixes drop namespace 
calls with the DyanmoDB catalog.
+* [\#3195](https://github.com/apache/iceberg/pull/3195) allows validating that 
commits that produce row-level deltas don't conflict with concurrently files. 
Ensures users can maintain serializable isolation for update/delete operations, 
including merge operations.

Review comment:
       Moved to the third from top (after Flink CDC issue and then Parquet map 
issue).




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