diff --git a/scala/datastax-v4/aws-glue/bulk-delete/bulk-delete-sample.scala b/scala/datastax-v4/aws-glue/bulk-delete/bulk-delete-sample.scala
index c9c2440..4c0684d 100644
--- a/scala/datastax-v4/aws-glue/bulk-delete/bulk-delete-sample.scala
+++ b/scala/datastax-v4/aws-glue/bulk-delete/bulk-delete-sample.scala
@@ -91,7 +91,7 @@ object GlueApp {
     }
     
     if(partitioner.equals("com.amazonaws.cassandra.DefaultPartitioner")){
-        throw new Exception("Sark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
+        throw new Exception("Spark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partitioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
     }
     
     val backupLocation = args.getOrElse("S3_URI", "")
diff --git a/scala/datastax-v4/aws-glue/count-table-rows/count-example.scala b/scala/datastax-v4/aws-glue/count-table-rows/count-example.scala
index 82541a4..c3d175d 100644
--- a/scala/datastax-v4/aws-glue/count-table-rows/count-example.scala
+++ b/scala/datastax-v4/aws-glue/count-table-rows/count-example.scala
@@ -85,7 +85,7 @@ object GlueApp {
     }
     
     if(partitioner.equals("com.amazonaws.cassandra.DefaultPartitioner")){
-        throw new Exception("Sark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
+        throw new Exception("Spark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partitioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
     }
     
     //count rows
diff --git a/scala/datastax-v4/aws-glue/export-to-s3/export-sample.scala b/scala/datastax-v4/aws-glue/export-to-s3/export-sample.scala
index 75584fc..1b3281b 100644
--- a/scala/datastax-v4/aws-glue/export-to-s3/export-sample.scala
+++ b/scala/datastax-v4/aws-glue/export-to-s3/export-sample.scala
@@ -81,7 +81,7 @@ object GlueApp {
     }
     
     if(partitioner.equals("com.amazonaws.cassandra.DefaultPartitioner")){
-        throw new Exception("Sark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
+        throw new Exception("Spark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partitioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
     }
     
     val tableName = args("TABLE_NAME")
diff --git a/scala/datastax-v4/aws-glue/generate-random-data/generate-sample.scala b/scala/datastax-v4/aws-glue/generate-random-data/generate-sample.scala
index 29953e2..7aee6be 100644
--- a/scala/datastax-v4/aws-glue/generate-random-data/generate-sample.scala
+++ b/scala/datastax-v4/aws-glue/generate-random-data/generate-sample.scala
@@ -71,7 +71,7 @@ object GlueApp {
     
 
     if(partitioner.equals("com.amazonaws.cassandra.DefaultPartitioner")){
-        throw new Exception("Sark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
+        throw new Exception("Spark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partitioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
     }
 
     val tableName = args("TABLE_NAME")
diff --git a/scala/datastax-v4/aws-glue/import-from-s3/import-sample.scala b/scala/datastax-v4/aws-glue/import-from-s3/import-sample.scala
index 5b9d9f3..2fd7eee 100644
--- a/scala/datastax-v4/aws-glue/import-from-s3/import-sample.scala
+++ b/scala/datastax-v4/aws-glue/import-from-s3/import-sample.scala
@@ -77,7 +77,7 @@ object GlueApp {
     }
     
     if(partitioner.equals("com.amazonaws.cassandra.DefaultPartitioner")){
-        throw new Exception("Sark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
+        throw new Exception("Spark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partitioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
     }
     
     val tableName = args("TABLE_NAME")
diff --git a/scala/datastax-v4/aws-glue/incremental-export-to-s3/incremental-import-sample.scala b/scala/datastax-v4/aws-glue/incremental-export-to-s3/incremental-import-sample.scala
index 595c19a..93da196 100644
--- a/scala/datastax-v4/aws-glue/incremental-export-to-s3/incremental-import-sample.scala
+++ b/scala/datastax-v4/aws-glue/incremental-export-to-s3/incremental-import-sample.scala
@@ -74,7 +74,7 @@ object GlueApp {
     }
     
     if(partitioner.equals("com.amazonaws.cassandra.DefaultPartitioner")){
-        throw new Exception("Sark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
+        throw new Exception("Spark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partitioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
     }
     
     val tableName = args("TABLE_NAME")
diff --git a/scala/datastax-v4/aws-glue/top-n-partitions/top-partition-example.scala b/scala/datastax-v4/aws-glue/top-n-partitions/top-partition-example.scala
index 369e40a..fb64876 100644
--- a/scala/datastax-v4/aws-glue/top-n-partitions/top-partition-example.scala
+++ b/scala/datastax-v4/aws-glue/top-n-partitions/top-partition-example.scala
@@ -72,7 +72,7 @@ object GlueApp {
     }
 
     if(partitioner.equals("com.amazonaws.cassandra.DefaultPartitioner")){
-        throw new Exception("Sark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
+        throw new Exception("Spark requires the use of RandomPartitioner or Murmur3Partitioner. See Working with partitioners in Amazon Keyspaces documentation. https://docs.aws.amazon.com/keyspaces/latest/devguide/working-with-partitioners.html")
     }