Provisioning Role-Based Access
How to provision Role-Based Access in S3
Setting up Role-Based Access for AWS S3
The most secure method for connecting data from your AWS account to Deep Lake is using Federated Credentials and Role-Based Access, which are set up using the steps below:
Step 1: Create the AWS IAM Policy
1. Login to the AWS account where the IAM Role will be created and where the data is stored.
2. Go to the IAM page in the AWS UI, which can be done by searching "IAM" in the console and locating the IAM page under Services.
3. In the left nav, open the Policies
under Access management
and on Create policy
on the right.
5. Select the JSON
tab instead of Visual editor
.
6. Replace the code in the editor with the code below. Replace BUCKET_NAME
with the bucket names for which you want to grant role-based access:
7. On the bottom right, click Next: Tags
(create tags if needed) and Next: Preview
, enter the policy name
and description
, and click Create policy
Step 2: Create the AWS IAM Role
1. On the IAM
page, in the left nav, open the Roles
under Access management
, and click Create role
on the right.
3. Select Custom trust policy
from the list of options.
4. Replace the policy definition with the code below and click Next
5. From the provided policy list, select the previously created policy from Step 1 and click Next
6. Set the name
and description
for the role and click Create role
at the bottom.
Step 3: Grant Access to AWS KMS Key (only for buckets that are encrypted with customer managed KMS keys)
1. Navigate to the bucket in the AWS S3 UI
2. Open the bucket Properties
3. Scroll down to Default encryption and copy the AWS KMS key ARN
4. In the Policy creation step (Step 1, Sub-step 6), use the JSON below in the policy statement, and replace YOUR_KMS_KEY_ARN
with the copied Key ARN for the encrypted bucket.
Step 4: Enter the created AWS Role ARN (Step 2) into the Activeloop App
See the first video in the link below:
Setting up Deep Lake in Your CloudLast updated