diff --git a/sfn-glue-sam/Readme.md b/sfn-glue-sam/Readme.md
index d721d4d36..6a92955b2 100644
--- a/sfn-glue-sam/Readme.md
+++ b/sfn-glue-sam/Readme.md
@@ -6,7 +6,7 @@ This pattern deploys a Step Functions that includes a Glue Job as one of its ste
 
 The SAM template deploys:
 * A Step Functions State Machine
-* An EventBridge rule that triggers the Step Functions every 2 days
+* An EventBridge rule that triggers the Step Functions every 2 days (disabled by default)
 * A Glue Job
 * IAM roles required to run the application.
 
@@ -14,7 +14,7 @@ The SAM template deploys:
 ## Download
 1. Create a new directory, navigate to that directory in a terminal and clone the GitHub repository:
 ```bash
-> git clone https://github.com/NicoliAraujo/serverless-patterns.git
+> git clone https://github.com/aws-samples/serverless-patterns.git
 ```
 
 2. Change directory to the pattern directory:
@@ -24,19 +24,25 @@ The SAM template deploys:
 
 
 ## Deploy
-1. Copy glue job script and libs:
+1. Manually create two Amazon S3 buckets:
+- `ARTIFACTS_BUCKET` — stores the AWS Glue job script.
+- `DATA_BUCKET` — stores the source data for the AWS Glue job.
 
 ```bash
-> aws s3 cp code/glue s3://<ARTIFACTS_BUCKET>/glue --recursive
+> aws s3 mb s3://<ARTIFACTS_BUCKET>
+> aws s3 mb s3://<DATA_BUCKET>
 ```
 
-2. Build and deploy stack: 
+2. Copy AWS Glue job script:
 
 ```bash
+> aws s3 cp code/glue s3://<ARTIFACTS_BUCKET>/glue --recursive
+```
 
-> sam build --template code/cloudformation/stack.yaml
-
+3. Build and deploy stack. During the `sam deploy --guided` prompts, pass the bucket names to `ArtifactsBucket` and `SourceBucket`:
 
+```bash
+> sam build --template code/cloudformation/stack.yaml
 > sam deploy --guided
 ```
 
@@ -58,6 +64,7 @@ The output should be the description and status of Glue Job run:
     "ExecutionTime": 49,
     "GlueVersion": "1.0",
     "Id": "jr_ee276c9398f2d981c850f79cb7b54a28b57d9f6484deb8a9051db4bcbbc12d1f",
+    "JobMode": "SCRIPT",
     "JobName": "Feature Engineering",
     "JobRunState": "SUCCEEDED",
     "LastModifiedOn": 1638296059130,
diff --git a/sfn-glue-sam/code/cloudformation/stack.yaml b/sfn-glue-sam/code/cloudformation/stack.yaml
index 56781b5c4..b700f6084 100644
--- a/sfn-glue-sam/code/cloudformation/stack.yaml
+++ b/sfn-glue-sam/code/cloudformation/stack.yaml
@@ -24,14 +24,13 @@ Resources:
         Properties:
             Command:
                 Name: pythonshell
-                PythonVersion: "3"
+                PythonVersion: "3.9"
                 ScriptLocation: !Sub "s3://${ArtifactsBucket}/glue/scripts/feature_engineering.py"
             ExecutionProperty:
                 MaxConcurrentRuns: 1
             DefaultArguments:
-                "--extra-py-files": !Sub "s3://${ArtifactsBucket}/glue/libs/awswrangler-2.12.0-py3-none-any.whl"
+                "--library-set": "analytics"
                 "--config_path": !Sub "${ETLParametersPath}"
-            GlueVersion: "1.0"
             MaxCapacity: 1
             MaxRetries: 0
             Name: "Feature Engineering"
diff --git a/sfn-glue-sam/code/glue/libs/awswrangler-2.12.0-py3-none-any.whl b/sfn-glue-sam/code/glue/libs/awswrangler-2.12.0-py3-none-any.whl
deleted file mode 100644
index c85c93a0a..000000000
Binary files a/sfn-glue-sam/code/glue/libs/awswrangler-2.12.0-py3-none-any.whl and /dev/null differ