Updated spark release notes to sync from repo

Author: anfeldma-ms

.openpublishing.publish.config.json

@@ -403,6 +403,11 @@
       "url": "https://github.com/Azure-Samples/azure-spring-data-cosmos-java-sql-api-getting-started/",
       "branch": "main"
     },    
+    {
+      "path_to_root": "azure-cosmos-spark",
+      "url": "https://github.com/Azure/azure-cosmosdb-spark",
+      "branch": "2.4"
+    },     
     {
       "path_to_root": "cosmos-dotnet-getting-started",
       "url": "https://github.com/Azure-Samples/cosmos-dotnet-getting-started",

articles/cosmos-db/sql-api-sdk-java-spark.md

@@ -58,51 +58,7 @@ You can use the connector with [Azure Databricks](https://azure.microsoft.com/se
 
 ## Release history
 
-### 3.1.1
-#### Key bug fixes
-* Fixes a streaming checkpoint edge case in which the `ID` contains the pipe character (|) with the `ChangeFeedMaxPagesPerBatch` config applied.
-
-### 3.1.0
-#### New features
-* Adds support for bulk updates when nested partition keys are used.
-* Adds support for Decimal and Float data types during writes to Azure Cosmos DB.
-* Adds support for Timestamp types when they're using Long (Unix epoch) as a value.
-
-### 3.0.8
-#### Key bug fixes
-* Fixes typecast exception that occurs when the `WriteThroughputBudget` config is used.
-
-### 3.0.7
-#### New features
-* Adds error information for bulk failures to exception and log.
-
-### 3.0.6
-#### Key bug fixes
-* Fixes streaming checkpoint issues.
-
-### 3.0.5
-#### Key bug fixes
-* To reduce noise, fixes log level of a message left unintentionally with level ERROR.
-
-### 3.0.4
-#### Key bug fixes
-* Fixes a bug in structured streaming during partition splits. The bug could result in some missing change feed records or Null exceptions for checkpoint writes.
-
-### 3.0.3
-#### Key bug fixes
-* Fixes a bug that causes a custom schema provided for readStream to be ignored.
-
-### 3.0.2
-#### Key bug fixes
-* Fixes a regression (unshaded JAR includes all shaded dependencies) that increases build time by 50 percent.
-
-### 3.0.1
-#### Key bug fixes
-* Fixes a dependency problem that causes Direct Transport over TCP to fail with RequestTimeoutException.
-
-### 3.0.0
-#### New features
-* Improves connection management and connection pooling to reduce the number of metadata calls.
+[!INCLUDE[Release notes](~/azure-cosmos-spark/CHANGELOG.md)]
 
 ## FAQ
 [!INCLUDE [cosmos-db-sdk-faq](../../includes/cosmos-db-sdk-faq.md)]