diff --git a/cft-templates/sagemaker-template-with-url.yml b/cft-templates/sagemaker-template-with-url.yml
index f1bb802..c3ef6ae 100644
--- a/cft-templates/sagemaker-template-with-url.yml
+++ b/cft-templates/sagemaker-template-with-url.yml
@@ -5,6 +5,20 @@ Description: 'AWS CloudFormation Sample Template SageMaker NotebookInstance: Thi
   the creation of a SageMaker NotebookInstance with encryption. You will be billed for the AWS resources used if you create a stack from
   this template. (fdp-1qj64b3fd)'
 Parameters:
+  Namespace:
+    Type: String
+    Description: An environment name that will be prefixed to resource names
+  S3Mounts:
+    Type: String
+    Description: A JSON array of objects with name, bucket and prefix properties used to mount data
+  IamPolicyDocument:
+    Type: String
+    Description: The IAM policy to be associated with the launched workstation
+  EnvironmentInstanceFiles:
+    Type: String
+    Description: >-
+      An S3 URI (starting with "s3://") that specifies the location of files to be copied to
+      the environment instance, including any bootstrap scripts
   NotebookInstanceType:
     AllowedValues:
       - ml.t2.medium
@@ -21,10 +35,15 @@ Parameters:
     Default: ml.t3.medium
     Description: Select Instance type for the SageMaker Notebook. e.g.ml.t3.medium
     Type: String
+Conditions:
+  IamPolicyEmpty: !Equals [!Ref IamPolicyDocument, '{}']
+     
 Resources:
-  SageMakerRole: 
+  IAMRole: 
     Type: AWS::IAM::Role
     Properties:
+      RoleName: !Join ['-', [Ref: Namespace, 'sagemaker-notebook-role']]
+      Path: '/'
       AssumeRolePolicyDocument:
         Version: 2012-10-17
         Statement:
@@ -34,6 +53,12 @@ Resources:
                 - "sagemaker.amazonaws.com"
             Action:
               - "sts:AssumeRole"
+      Policies:
+        - !If
+          - IamPolicyEmpty
+          - !Ref 'AWS::NoValue'
+          - PolicyName: !Join ['-', [Ref: Namespace, 's3-studydata-policy']]
+            PolicyDocument: !Ref IamPolicyDocument        
       ManagedPolicyArns:
         - "arn:aws:iam::aws:policy/AmazonSageMakerFullAccess"
         - "arn:aws:iam::aws:policy/AmazonS3ReadOnlyAccess"
@@ -42,8 +67,8 @@ Resources:
     Type: "AWS::SageMaker::NotebookInstance"
     Properties:
       InstanceType: !Ref NotebookInstanceType 
-      RoleArn: !GetAtt SageMakerRole.Arn
-      PlatformIdentifier: notebook-al2-v2
+      RoleArn: !GetAtt IAMRole.Arn
+      PlatformIdentifier: notebook-al2-v1
       LifecycleConfigName: !GetAtt NotebookLifeCycleConfig.NotebookInstanceLifecycleConfigName
       Tags:
         - Key: cost_resource
@@ -57,10 +82,11 @@ Resources:
       OnStart:
         - Content:
             Fn::Base64: !Sub |
-              #!/bin/bash
-
-              set -e
-
+              #!/usr/bin/env bash
+              aws s3 cp "${EnvironmentInstanceFiles}/get_bootstrap.sh" "/tmp" 
+              chmod 500 "/tmp/get_bootstrap.sh"
+              /tmp/get_bootstrap.sh "${EnvironmentInstanceFiles}" '${S3Mounts}'
+              
               function get_tag()
               {
                   
@@ -80,7 +106,6 @@ Resources:
                   echo "export 'DATA_BUCKET'=$DATA_BUCKET" >> /etc/profile.d/jupyter-env.sh
               fi
 
-
               #Copy Sample notebook from S3
 
               TEMPLATE_NOTEBOOK_BUCKET=$(get_tag "TEMPLATE_NOTEBOOK_BUCKET")
@@ -98,12 +123,13 @@ Resources:
 
               systemctl restart jupyter-server
 
-
-
 Outputs:
   SageMakerNotebookInstanceARN:
     Description: "ARN for the newly created SageMaker Notebook Instance"
     Value: !Ref SageMakerNotebookInstance
   NotebookInstanceName:
     Description: "Name for the newly created SageMaker Notebook Instance"
-    Value: !GetAtt [SageMakerNotebookInstance, NotebookInstanceName]
\ No newline at end of file
+    Value: !GetAtt [SageMakerNotebookInstance, NotebookInstanceName]
+  WorkspaceInstanceRoleArn:
+    Description: IAM role assumed by the SageMaker workspace instance
+    Value: !GetAtt IAMRole.Arn
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
index d633afd..b1da501 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -18,7 +18,7 @@ services:
       - sp2net
 
   cc-3102:
-    image: 045938549113.dkr.ecr.us-east-2.amazonaws.com/researchportal:_fd_1.16.0_b1600
+    image: 045938549113.dkr.ecr.us-east-2.amazonaws.com/researchportal:_fd_1.17.0_b1675
     secrets:
       - source: sp2prod-config.json
         target: /rlc/cc/server/app/config/config.json
@@ -42,7 +42,7 @@ services:
     
     
   scheduler-3102:
-    image: 045938549113.dkr.ecr.us-east-2.amazonaws.com/researchportal:_fd_1.16.0_b1600
+    image: 045938549113.dkr.ecr.us-east-2.amazonaws.com/researchportal:_fd_1.17.0_b1675
     secrets:
       - source: sp2prod-config.json
         target: /rlc/cc/server/app/config/config.json
diff --git a/dump/configs.json b/dump/configs.json
index 4dec756..5a597fc 100644
--- a/dump/configs.json
+++ b/dump/configs.json
@@ -224,7 +224,7 @@
     },
     "key": "projectStorage",
     "value": {
-      "productList": ["ec2", "rstudio", "nextflow", "cromwell", "ec2-dcv"],
+      "productList": ["ec2", "rstudio", "nextflow", "cromwell", "ec2-dcv", "sagemaker"],
       "s3Mounts": {
         "ProjectStorage": {
           "id": "ProjectStorage",
@@ -404,10 +404,11 @@
                         "ec2",
                         "rstudio",
                         "nextflow",
-                        "cromwell"
+                        "cromwell",
+                        "sagemaker"
                 ]
         },
-        "studySelectionCount" : 4
+        "studySelectionCount" : 5.0
 },
 {
   "_id" : { 
diff --git a/dump/standardcatalogitems.json b/dump/standardcatalogitems.json
index 0355eb8..bd4d474 100644
--- a/dump/standardcatalogitems.json
+++ b/dump/standardcatalogitems.json
@@ -254,7 +254,29 @@
     "availableRegions": [],
     "assignedOU": [],
     "metaData": {
-      "pre_provisioning": [],
+      "pre_provisioning": [
+        {
+          "code" : "CFT_PARAMS",
+          "params" : [
+                  {
+                          "name" : "EnvironmentInstanceFiles",
+                          "type" : "RL::SC::PARAM::HD"
+                  },
+                  {
+                          "name" : "IamPolicyDocument",
+                          "type" : "RL::SC::PARAM::HD"
+                  },
+                  {
+                          "name" : "S3Mounts",
+                          "type" : "RL::SC::PARAM::HD"
+                  },
+                  {
+                          "name" : "Namespace",
+                          "type" : "RL::SC::PARAM::HD"
+                  }
+          ]
+       }   
+      ],
       "post_provisioning": [],
       "checks_before_assigning_product": [],
       "checks_after_assigning_product": [],
diff --git a/packer-rg.json b/packer-rg.json
index 7aac6fd..a1c198f 100644
--- a/packer-rg.json
+++ b/packer-rg.json
@@ -6,7 +6,7 @@
     "awsRegion": "",
     "RG_HOME": "/opt/deploy/sp2",
     "RG_SRC": "/home/ubuntu",
-    "amiName": "RG-AMI-1.16.0"
+    "amiName": "RG-AMI-1.17.0"
   },
   "builders": [
     {
diff --git a/provisioners/provision-ecr.sh b/provisioners/provision-ecr.sh
index aaf1a8e..78865e2 100644
--- a/provisioners/provision-ecr.sh
+++ b/provisioners/provision-ecr.sh
@@ -1,5 +1,5 @@
 #!/bin/bash -xe
 sudo docker login -u AWS -p $(aws ecr get-login-password --region us-east-2) 045938549113.dkr.ecr.us-east-2.amazonaws.com
-sudo docker pull 045938549113.dkr.ecr.us-east-2.amazonaws.com/researchportal:_fd_1.16.0_b1600
+sudo docker pull 045938549113.dkr.ecr.us-east-2.amazonaws.com/researchportal:_fd_1.17.0_b1675
 sudo docker pull 045938549113.dkr.ecr.us-east-2.amazonaws.com/nginx:latest
 sudo docker pull 045938549113.dkr.ecr.us-east-2.amazonaws.com/notificationsink:1.15.0_b1
diff --git a/rg_document_db.yml b/rg_document_db.yml
index 2f7d0bb..44daa08 100644
--- a/rg_document_db.yml
+++ b/rg_document_db.yml
@@ -144,6 +144,7 @@ Resources:
       DBSubnetGroupName : !Ref DocumentDBSubnetGroup
       VpcSecurityGroupIds: 
         - !GetAtt DocumentDBSecurityGroup.GroupId
+      StorageEncrypted : true  
   DBInstance:
     Type: "AWS::DocDB::DBInstance"
     Properties:
diff --git a/scripts/bootstrap-scripts/bin/mount_s3.sh b/scripts/bootstrap-scripts/bin/mount_s3.sh
index 500cc1a..03815bb 100644
--- a/scripts/bootstrap-scripts/bin/mount_s3.sh
+++ b/scripts/bootstrap-scripts/bin/mount_s3.sh
@@ -17,6 +17,14 @@ AWS_CONFIG_DIR="${HOME}/.aws"
 # Exit if CONFIG doesn't exist or is 0 bytes
 [ ! -s "$CONFIG" ] && exit 0
 
+# Define a function to determine what type of environment this is (EMR, SageMaker, RStudio, or EC2 Linux)
+env_type() {
+    if [ -d "/home/ec2-user/SageMaker" ]
+    then
+        printf "sagemaker"   
+    fi
+}      
+
 # Add roleArn for a study to credentials file if not present already
 append_role_to_credentials() {
     study_id=$1
@@ -32,6 +40,7 @@ append_role_to_credentials() {
     fi
 }
 
+export AWS_SDK_LOAD_CONFIG=1
 # Mount S3 buckets
 mounts="$(cat "$CONFIG")"
 num_mounts=$(printf "%s" "$mounts" | jq ". | length" -)
@@ -73,3 +82,21 @@ do
         fi
     fi
 done
+
+# Define where the Jupyter notebook (if any) should be running
+notebook_dir=""
+case "$(env_type)" in
+        "sagemaker")
+        notebook_dir="/home/ec2-user/SageMaker"
+        ;;
+esac
+
+# Add a link to the mount in the notebook directory.
+# (The user gets easy access, but it won't check the bucket into a git repo.)
+# Only create a link if Jupyter is running, there are studies mounted, and the link
+# doesn't already exist.
+if [ -n "$notebook_dir" -a $num_mounts -ne 0 ]
+then
+    symlink_name="$notebook_dir/studies"
+    [ ! -L "$symlink_name" ] && sudo ln -s "$MOUNT_DIR" "$symlink_name"
+fi
\ No newline at end of file
diff --git a/scripts/bootstrap-scripts/bootstrap.sh b/scripts/bootstrap-scripts/bootstrap.sh
index e08a113..eac71fe 100644
--- a/scripts/bootstrap-scripts/bootstrap.sh
+++ b/scripts/bootstrap-scripts/bootstrap.sh
@@ -14,7 +14,7 @@ RSTUDIO_USER="$2"
 
 # Get directory in which this script is stored and define URL from which to download goofys
 FILES_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
-GOOFYS_URL="https://github.com/kahing/goofys/releases/download/v0.21.0/goofys"
+GOOFYS_URL="https://github.com/kahing/goofys/releases/download/v0.24.0/goofys"
 
 # Define a function to determine what type of environment this is (RStudio, or EC2 Linux)
 env_type() {
@@ -24,23 +24,74 @@ env_type() {
     elif [ -f "/usr/bin/nextflow" ]
     then
         printf "nextflow"
+    elif [ -d "/home/ec2-user/SageMaker" ]
+    then
+        printf "sagemaker"    
     else
         printf "ec2-linux"
     fi
 }
 
+# Define a function to update Jupyter configuration files
+update_jupyter_config() {
+
+       config_file="$1"
+
+    # HACK: Update the default SessionManager class used by Jupyter notebooks
+    # so that it runs the S3 mount script the first time sessions are listed
+    cat << EOF | cut -b5- >> "$config_file"
+
+    import subprocess
+    from notebook.services.sessions.sessionmanager import SessionManager as BaseSessionManager
+
+    class SessionManager(BaseSessionManager):
+        def list_sessions(self, *args, **kwargs):
+            """Override default list_sessions() method"""
+            self.mount_studies()
+            result = super(SessionManager, self).list_sessions(*args, **kwargs)
+            return result
+
+        def mount_studies(self):
+            """Execute mount_s3.sh if it hasn't already been run"""
+            if not hasattr(self, 'studies_mounted'):
+                mounting_result = subprocess.run(
+                    "mount_s3.sh",
+                    stdout=subprocess.PIPE, stderr=subprocess.STDOUT
+                )
+
+                # Log results
+                if mounting_result.stdout:
+                    for line in mounting_result.stdout.decode("utf-8").split("\n"):
+                        if line: # Skip empty lines
+                            self.log.info(line)
+
+                self.studies_mounted = True
+
+    c.NotebookApp.session_manager_class = SessionManager
+EOF
+}
+
 # Install dependencies
-yum install -y jq-1.5
-curl -LSs -o "/usr/local/bin/goofys" "$GOOFYS_URL"
+echo "Installing JQ"
+sudo mv "${FILES_DIR}/offline-packages/jq-1.5-linux64" "/usr/local/bin/jq"
+chmod +x "/usr/local/bin/jq"
+echo "Finish installing jq"
+     
+echo "Copying Goofys from bootstrap.sh"
+cp "${FILES_DIR}/offline-packages/goofys" /usr/local/bin/goofys
 chmod +x "/usr/local/bin/goofys"
 
 # Install ec2 instance connect agent
 sudo yum install ec2-instance-connect-1.1
 
 # Create S3 mount script and config file
+echo "Mounting S3"
 chmod +x "${FILES_DIR}/bin/mount_s3.sh"
 ln -s "${FILES_DIR}/bin/mount_s3.sh" "/usr/local/bin/mount_s3.sh"
 printf "%s" "$S3_MOUNTS" > "/usr/local/etc/s3-mounts.json"
+echo "Finish mounting S3"
+
+OS_VERSION=`cat /etc/os-release | grep VERSION= | sed 's/VERSION="//' | sed 's/"//'`
 
 # Apply updates to environments based on environment type
 case "$(env_type)" in
@@ -56,6 +107,31 @@ case "$(env_type)" in
         yum install -y fuse-2.9.2
         printf "\n# Mount S3 study data\nmount_s3.sh\n\n" >> "/home/ec2-user/.bash_profile"
         ;;
+    "sagemaker") # Update config and restart Jupyter
+            if [ $OS_VERSION = '2' ]
+        then
+            echo "Installing fuse for AL2"
+            cd "${FILES_DIR}/offline-packages/sagemaker/fuse-2.9.4_AL2"
+            sudo yum --disablerepo=* localinstall -y *.rpm
+            echo "Finish installing fuse"
+            echo "Installing boto3 for AL2"
+            cd "${FILES_DIR}/offline-packages/sagemaker/boto3"
+            sudo yum --disablerepo=* localinstall -y python2-boto3-1.4.4-1.amzn2.noarch.rpm
+            echo "Finish installing boto3"
+        else
+            echo "Installing fuse for AL1"
+            cd "${FILES_DIR}/offline-packages/sagemaker/fuse-2.9.4"
+            sudo yum --disablerepo=* localinstall -y *.rpm
+            echo "Finish installing fuse"
+        fi
+        update_jupyter_config "/home/ec2-user/.jupyter/jupyter_notebook_config.py"
+        if [ $OS_VERSION = '2' ]
+        then
+            systemctl restart jupyter-server
+        else
+            initctl restart jupyter-server --no-wait
+        fi
+        ;;    
 esac
 
 exit 0
diff --git a/scripts/bootstrap-scripts/bootstrap_chenlab.sh b/scripts/bootstrap-scripts/bootstrap_chenlab.sh
new file mode 100644
index 0000000..4721973
--- /dev/null
+++ b/scripts/bootstrap-scripts/bootstrap_chenlab.sh
@@ -0,0 +1,36 @@
+#!/usr/bin/env bash
+
+# This script bootstraps a workspace instance by preparing S3 study data to be
+# mounted via the mount_s3.sh environment script.
+# Note that mounting cannot be performed during initial bootstrapping
+# because the instance's role will not yet have access to S3 study
+# data since the associated resource policies aren't updated until after the
+# CFN stack has been completed created.
+S3_MOUNTS="$1"
+
+# Exit if no S3 mounts were specified
+[ -z "$S3_MOUNTS" ] || [ "$S3_MOUNTS" = "[]" ] && exit 0
+
+# Get directory in which this script is stored and define URL from which to download goofys
+FILES_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" >/dev/null 2>&1 && pwd)"
+GOOFYS_URL="https://github.com/kahing/goofys/releases/download/v0.21.0/goofys"
+
+# Install dependencies
+apt-get install jq=1.6-1ubuntu0.20.04.1
+curl -LSs -o "/usr/local/bin/goofys" "$GOOFYS_URL"
+chmod +x "/usr/local/bin/goofys"
+
+# Install ec2 instance connect agent
+apt-get install ec2-instance-connect=1.1.12+dfsg1-0ubuntu3.20.04.1
+
+# Create S3 mount script and config file
+chmod +x "${FILES_DIR}/bin/mount_s3.sh"
+ln -s "${FILES_DIR}/bin/mount_s3.sh" "/usr/local/bin/mount_s3.sh"
+printf "%s" "$S3_MOUNTS" >"/usr/local/etc/s3-mounts.json"
+apt-get install fuse=2.9.9-3
+printf "\n# Mount S3 study data\nmount_s3.sh\n\n" >>"/home/ubuntu/.bash_profile"
+printf "\nif [ -f /home/ubuntu/.bashrc ]; then\n\t.  /home/ubuntu/.bashrc\nfi " >>"/home/ubuntu/.bash_profile" 
+printf 'export PATH=/usr/local/src/bowtie2-2.2.9:$PATH' >>"/home/ubuntu/.bashrc"
+chown ubuntu:ubuntu /home/ubuntu/.bashrc
+chown ubuntu:ubuntu /home/ubuntu/.bash_profile
+exit 0
diff --git a/scripts/bootstrap-scripts/bootstrap_ubuntu.sh b/scripts/bootstrap-scripts/bootstrap_ubuntu.sh
new file mode 100644
index 0000000..b4174d3
--- /dev/null
+++ b/scripts/bootstrap-scripts/bootstrap_ubuntu.sh
@@ -0,0 +1,35 @@
+#!/usr/bin/env bash
+
+# This script bootstraps a workspace instance by preparing S3 study data to be
+# mounted via the mount_s3.sh environment script.
+# Note that mounting cannot be performed during initial bootstrapping
+# because the instance's role will not yet have access to S3 study
+# data since the associated resource policies aren't updated until after the
+# CFN stack has been completed created.
+S3_MOUNTS="$1"
+
+# Exit if no S3 mounts were specified
+[ -z "$S3_MOUNTS" ] || [ "$S3_MOUNTS" = "[]" ] && exit 0
+
+# Get directory in which this script is stored and define URL from which to download goofys
+FILES_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" >/dev/null 2>&1 && pwd)"
+GOOFYS_URL="https://github.com/kahing/goofys/releases/download/v0.21.0/goofys"
+
+# Install dependencies
+apt-get install jq=1.6-1ubuntu0.20.04.1
+curl -LSs -o "/usr/local/bin/goofys" "$GOOFYS_URL"
+chmod +x "/usr/local/bin/goofys"
+
+# Install ec2 instance connect agent
+apt-get install ec2-instance-connect=1.1.12+dfsg1-0ubuntu3.20.04.1
+
+# Create S3 mount script and config file
+chmod +x "${FILES_DIR}/bin/mount_s3.sh"
+ln -s "${FILES_DIR}/bin/mount_s3.sh" "/usr/local/bin/mount_s3.sh"
+printf "%s" "$S3_MOUNTS" >"/usr/local/etc/s3-mounts.json"
+apt-get install fuse=2.9.9-3
+printf "\n# Mount S3 study data\nmount_s3.sh\n\n" >>"/home/ubuntu/.bash_profile"
+printf "\nif [ -f /home/ubuntu/.bashrc ]; then\n\t.  /home/ubuntu/.bashrc\nfi " >>"/home/ubuntu/.bash_profile"
+chown ubuntu:ubuntu /home/ubuntu/.bashrc
+chown ubuntu:ubuntu /home/ubuntu/.bash_profile
+exit 0
diff --git a/scripts/bootstrap-scripts/get_bootstrap.sh b/scripts/bootstrap-scripts/get_bootstrap.sh
index 34183fe..6679bca 100644
--- a/scripts/bootstrap-scripts/get_bootstrap.sh
+++ b/scripts/bootstrap-scripts/get_bootstrap.sh
@@ -7,7 +7,7 @@ INSTALL_DIR="/usr/local/share/workspace-environment"
 
 # Download instance files and execute bootstrap script
 sudo mkdir "$INSTALL_DIR"
-sudo aws s3 sync "$bootstrap_s3_location" "$INSTALL_DIR"
+sudo aws s3 sync "$bootstrap_s3_location" "$INSTALL_DIR" --region us-east-2
 
 bootstrap_script="$INSTALL_DIR/bootstrap.sh"
 if [ -s "$bootstrap_script" ]
diff --git a/scripts/bootstrap-scripts/get_bootstrap_chenlab.sh b/scripts/bootstrap-scripts/get_bootstrap_chenlab.sh
new file mode 100644
index 0000000..7a6abef
--- /dev/null
+++ b/scripts/bootstrap-scripts/get_bootstrap_chenlab.sh
@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+bootstrap_s3_location="$1"
+s3_mounts="$2"
+rstudio_user="$3"
+
+INSTALL_DIR="/usr/local/share/workspace-environment"
+
+# Download instance files and execute bootstrap script
+sudo mkdir "$INSTALL_DIR"
+sudo aws s3 sync "$bootstrap_s3_location" "$INSTALL_DIR"
+
+bootstrap_script="$INSTALL_DIR/bootstrap_chenlab.sh"
+if [ -s "$bootstrap_script" ]; then
+	sudo chmod 500 "$bootstrap_script"
+	sudo "$bootstrap_script" "$s3_mounts" "$rstudio_user"
+fi
+
+exit 0
+
diff --git a/scripts/bootstrap-scripts/get_bootstrap_mysql.sh b/scripts/bootstrap-scripts/get_bootstrap_mysql.sh
index 7be0e74..b136354 100644
--- a/scripts/bootstrap-scripts/get_bootstrap_mysql.sh
+++ b/scripts/bootstrap-scripts/get_bootstrap_mysql.sh
@@ -17,3 +17,4 @@ then
 fi
 
 exit 0
+
diff --git a/scripts/bootstrap-scripts/get_bootstrap_ubuntu.sh b/scripts/bootstrap-scripts/get_bootstrap_ubuntu.sh
new file mode 100644
index 0000000..413ec2e
--- /dev/null
+++ b/scripts/bootstrap-scripts/get_bootstrap_ubuntu.sh
@@ -0,0 +1,18 @@
+#!/usr/bin/env bash
+bootstrap_s3_location="$1"
+s3_mounts="$2"
+rstudio_user="$3"
+
+INSTALL_DIR="/usr/local/share/workspace-environment"
+
+# Download instance files and execute bootstrap script
+sudo mkdir "$INSTALL_DIR"
+sudo aws s3 sync "$bootstrap_s3_location" "$INSTALL_DIR"
+
+bootstrap_script="$INSTALL_DIR/bootstrap_ubuntu.sh"
+if [ -s "$bootstrap_script" ]; then
+	sudo chmod 500 "$bootstrap_script"
+	sudo "$bootstrap_script" "$s3_mounts" "$rstudio_user"
+fi
+
+exit 0
diff --git a/scripts/bootstrap-scripts/offline-packages/goofys b/scripts/bootstrap-scripts/offline-packages/goofys
new file mode 100644
index 0000000..5aca737
Binary files /dev/null and b/scripts/bootstrap-scripts/offline-packages/goofys differ
diff --git a/scripts/bootstrap-scripts/offline-packages/goofys-0.24.0 b/scripts/bootstrap-scripts/offline-packages/goofys-0.24.0
new file mode 100644
index 0000000..d6d6aea
Binary files /dev/null and b/scripts/bootstrap-scripts/offline-packages/goofys-0.24.0 differ
diff --git a/scripts/bootstrap-scripts/offline-packages/jq-1.5-linux64 b/scripts/bootstrap-scripts/offline-packages/jq-1.5-linux64
new file mode 100644
index 0000000..939227e
Binary files /dev/null and b/scripts/bootstrap-scripts/offline-packages/jq-1.5-linux64 differ
diff --git a/scripts/bootstrap-scripts/offline-packages/sagemaker/autostop.py b/scripts/bootstrap-scripts/offline-packages/sagemaker/autostop.py
new file mode 100644
index 0000000..643375d
--- /dev/null
+++ b/scripts/bootstrap-scripts/offline-packages/sagemaker/autostop.py
@@ -0,0 +1,125 @@
+#     Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+#
+#     Licensed under the Apache License, Version 2.0 (the "License").
+#     You may not use this file except in compliance with the License.
+#     A copy of the License is located at
+#
+#         https://aws.amazon.com/apache-2-0/
+#
+#     or in the "license" file accompanying this file. This file is distributed
+#     on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
+#     express or implied. See the License for the specific language governing
+#     permissions and limitations under the License.
+
+import requests
+from datetime import datetime
+import getopt, sys
+import urllib3
+import boto3
+import json
+
+urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
+
+# Usage
+usageInfo = """Usage:
+This scripts checks if a notebook is idle for X seconds if it does, it'll stop the notebook:
+python autostop.py --time <time_in_seconds> [--port <jupyter_port>] [--ignore-connections]
+Type "python autostop.py -h" for available options.
+"""
+# Help info
+helpInfo = """-t, --time
+    Auto stop time in seconds
+-p, --port
+    jupyter port
+-c --ignore-connections
+    Stop notebook once idle, ignore connected users
+-h, --help
+    Help information
+"""
+
+# Read in command-line parameters
+idle = True
+port = '8443'
+ignore_connections = False
+try:
+    opts, args = getopt.getopt(sys.argv[1:], "ht:p:c", ["help","time=","port=","ignore-connections"])
+    if len(opts) == 0:
+        raise getopt.GetoptError("No input parameters!")
+    for opt, arg in opts:
+        if opt in ("-h", "--help"):
+            print(helpInfo)
+            exit(0)
+        if opt in ("-t", "--time"):
+            time = int(arg)
+        if opt in ("-p", "--port"):
+            port = str(arg)
+        if opt in ("-c", "--ignore-connections"):
+            ignore_connections = True
+except getopt.GetoptError:
+    print(usageInfo)
+    exit(1)
+
+# Missing configuration notification
+missingConfiguration = False
+if not time:
+    print("Missing '-t' or '--time'")
+    missingConfiguration = True
+if missingConfiguration:
+    exit(2)
+
+
+def is_idle(last_activity):
+    last_activity = datetime.strptime(last_activity,"%Y-%m-%dT%H:%M:%S.%fz")
+    if (datetime.now() - last_activity).total_seconds() > time:
+        print('Notebook is idle. Last activity time = ', last_activity)
+        return True
+    else:
+        print('Notebook is not idle. Last activity time = ', last_activity)
+        return False
+
+
+def get_notebook_name():
+    log_path = '/opt/ml/metadata/resource-metadata.json'
+    with open(log_path, 'r') as logs:
+        _logs = json.load(logs)
+    return _logs['ResourceName']
+
+# This is hitting Jupyter's sessions API: https://github.com/jupyter/jupyter/wiki/Jupyter-Notebook-Server-API#Sessions-API
+response = requests.get('https://localhost:'+port+'/api/sessions', verify=False)
+data = response.json()
+if len(data) > 0:
+    for notebook in data:
+        # Idleness is defined by Jupyter
+        # https://github.com/jupyter/notebook/issues/4634
+        if notebook['kernel']['execution_state'] == 'idle':
+            if not ignore_connections:
+                if notebook['kernel']['connections'] == 0:
+                    if not is_idle(notebook['kernel']['last_activity']):
+                        idle = False
+                else:
+                    idle = False
+                    print('Notebook idle state set as %s because no kernel has been detected.' % idle)
+            else:
+                if not is_idle(notebook['kernel']['last_activity']):
+                    idle = False
+                    print('Notebook idle state set as %s since kernel connections are ignored.' % idle)
+        else:
+            print('Notebook is not idle:', notebook['kernel']['execution_state'])
+            idle = False
+else:
+    client = boto3.client('sagemaker')
+    uptime = client.describe_notebook_instance(
+        NotebookInstanceName=get_notebook_name()
+    )['LastModifiedTime']
+    if not is_idle(uptime.strftime("%Y-%m-%dT%H:%M:%S.%fz")):
+        idle = False
+        print('Notebook idle state set as %s since no sessions detected.' % idle)
+
+if idle:
+    print('Closing idle notebook')
+    client = boto3.client('sagemaker')
+    client.stop_notebook_instance(
+        NotebookInstanceName=get_notebook_name()
+    )
+else:
+    print('Notebook not idle. Pass.')
\ No newline at end of file
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