Merge pull request #228059 from ekote/33ga

Synapse spark runtime 33 is GA as of Feb 23 2023

Author: ttorble

articles/synapse-analytics/spark/apache-spark-33-runtime.md

@@ -1,22 +1,21 @@
 ---
-title: Azure Synapse Runtime for Apache Spark 3.3
-description: Supported versions of Spark, Scala, Python, and .NET for Apache Spark 3.3.
+title: Azure Synapse Runtime for Apache Spark 3.3 
+description: New runtime is GA and ready for production workloads. Spark 3.3.1, Python 3.10, Delta Lake 2.2.
 author: ekote
 ms.service: synapse-analytics 
 ms.topic: reference
 ms.subservice: spark
 ms.date: 11/17/2022 
 ms.author: eskot
 ms.custom: has-adal-ref, ignite-2022
-ms.reviewer: eskot
+ms.reviewer: ekote
 ---
 
-# Azure Synapse Runtime for Apache Spark 3.3 (Preview)
+# Azure Synapse Runtime for Apache Spark 3.3 (GA)
 Azure Synapse Analytics supports multiple runtimes for Apache Spark. This document will cover the runtime components and versions for the Azure Synapse Runtime for Apache Spark 3.3. 
 
 > [!IMPORTANT]
-> * Azure Synapse Runtime for Apache Spark 3.3 is currently in Public Preview.
-> * We are actively rolling out the final changes to all production regions with the goal of ensuring a seamless implementation. As we monitor the stability of these updates, we tentatively anticipate a general availability date of February 23rd. Please note that this is subject to change and we will provide updates as they become available.
+> * Azure Synapse Runtime for Apache Spark 3.3 has been in public preview since Nov 2022. As of Feb 23, 2023, we are excited to announce that after notable improvements in performance and stability, Azure Synapse Runtime for Apache Spark 3.3 now becomes generally available and ready for production workloads.
 
 ## Component versions
 

articles/synapse-analytics/spark/apache-spark-version-support.md

@@ -47,7 +47,7 @@ The following table lists the runtime name, Apache Spark version, and release da
 
 | Runtime name                                                               | Release date      | Release stage                    | End of life announcement date | End of life effective date |
 |----------------------------------------------------------------------------|-------------------|----------------------------------|-------------------------------|----------------------------|
-| [Azure Synapse Runtime for Apache Spark 3.3](./apache-spark-33-runtime.md) | Nov 17, 2022      | Public Preview                   | -                             | -                          |
+| [Azure Synapse Runtime for Apache Spark 3.3](./apache-spark-33-runtime.md) | Nov 17, 2022      | GA (as of Feb 23, 2023)          | -                             | -                          |
 | [Azure Synapse Runtime for Apache Spark 3.2](./apache-spark-32-runtime.md) | July 8, 2022      | GA                               | July 8, 2023                  | July 8, 2024               |
 | [Azure Synapse Runtime for Apache Spark 3.1](./apache-spark-3-runtime.md)  | May 26, 2021      | __End of Life Announced (EOLA)__ | January 26, 2023              | January 26, 2024           |
 | [Azure Synapse Runtime for Apache Spark 2.4](./apache-spark-24-runtime.md) | December 15, 2020 | __End of Life Announced (EOLA)__ | __July 29, 2022__             | __September 29, 2023__     |

articles/synapse-analytics/toc.yml

@@ -728,7 +728,7 @@ items:
       items:
         - name: Runtime for Apache Spark overview
           href: ./spark/apache-spark-version-support.md
-        - name: Azure Synapse Apache Spark 3.3 runtime (Preview)
+        - name: Azure Synapse Apache Spark 3.3 runtime (GA)
           href: ./spark/apache-spark-33-runtime.md
         - name: Azure Synapse Apache Spark 3.2 runtime (GA)
           href: ./spark/apache-spark-32-runtime.md