Broken link fixed

Author: atikmapari

articles/cosmos-db/sql/create-sql-api-spark.md

@@ -78,7 +78,7 @@ spark.sql("CREATE TABLE IF NOT EXISTS cosmosCatalog.{}.{} using cosmos.oltp TBLP
 
 When creating containers with the Catalog API, you can set the throughput and [partition key path](../partitioning-overview.md#choose-partitionkey) for the container to be created.
 
-For more information, see the full [Catalog API](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/docs/catalog-api.md) documentation.
+For more information, see the full [Catalog API](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/docs/catalog-api.md) documentation.
 
 ## Ingest data
 
@@ -96,7 +96,7 @@ spark.createDataFrame((("cat-alive", "Schrodinger cat", 2, True), ("cat-dead", "
 
 Note that `id` is a mandatory field for Cosmos DB.
 
-For more information related to ingesting data, see the full [write configuration](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/docs/configuration-reference.md#write-config) documentation.
+For more information related to ingesting data, see the full [write configuration](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/docs/configuration-reference.md#write-config) documentation.
 
 ## Query data
 
@@ -113,7 +113,7 @@ df.filter(col("isAlive") == True)\
  .show()
 ```
 
-For more information related to querying data, see the full [query configuration](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/docs/configuration-reference.md#query-config) documentation.
+For more information related to querying data, see the full [query configuration](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/docs/configuration-reference.md#query-config) documentation.
 
 ## Schema inference
 
@@ -153,7 +153,7 @@ df = spark.read.format("cosmos.oltp").options(**cfg)\
 df.printSchema()
 ```
 
-For more information related to schema inference, see the full [schema inference configuration](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/docs/configuration-reference.md#schema-inference-config) documentation.
+For more information related to schema inference, see the full [schema inference configuration](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/docs/configuration-reference.md#schema-inference-config) documentation.
 
 ## Configuration reference
 

articles/cosmos-db/sql/sql-api-sdk-java-spark-v3.md

@@ -40,9 +40,9 @@ If you have any feedback or ideas on how to improve your experience create an is
 
 ## Documentation links
 
-* [Getting started](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/docs/quick-start.md)
-* [Catalog API](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/docs/catalog-api.md)
-* [Configuration Parameter Reference](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/docs/configuration-reference.md)
+* [Getting started](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/docs/quick-start.md)
+* [Catalog API](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/docs/catalog-api.md)
+* [Configuration Parameter Reference](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/docs/configuration-reference.md)
 
 ## Version compatibility