I set up domain, user and IAM to use Sagemaker studio when I created it, I custom my default bucket. But when I run Session().default_bucket() it returns sagemaker-- but I would like to return my custom bucket. Secondly, when I import an image or video from sagemaker-- whit S3 URI (s3: //sagemaker--/test.jpg, s3: //sagemaker--/test.mp4) I have error message Video not found.

Import image/video from bucket

I set up domain, user and IAM to use Sagemaker studio when I created it, I custom my default bucket. But when I run Session().default_bucket() it returns sagemaker-<region>-<account_id> but I would like to return my custom bucket. Secondly, when I import an image or video from sagemaker-<region>-<account_id> whit S3 URI (s3: //sagemaker-<region>-<account_id>/test.jpg, s3: //sagemaker-<region>-<account_id>/test.mp4) I have error message Video not found.

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タグ

Amazon Simple Storage Service (S3)IAM ポリシー Amazon SageMaker Studio

言語

English

lbouacha

質問済み 6ヶ月前228ビュー

1回答

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承認された回答

To set your own bucket as default bucket you can create the session with

session = sagemaker.Session(default_bucket="your-custom-bucket")

session.default_bucket() # == "your-custom-bucket"

You also need to ensure the the sagemaker execution role has the right permissions on the bucket.

For your second question you need to ensure that the objects exist (confirm using the S3 console) and that the Sagemaker execution role allow access to the bucket and the objects within.

See https://sagemaker.readthedocs.io/en/stable/api/utility/session.html#

エキスパート

MassimilianoAWS

回答済み 6ヶ月前

lbouacha
6ヶ月前
I know it but I would not like to set up my default bucket every time. When can I setup it in my S3Policy IAM role or Sagemaker domain settings?

Import image/video from bucket

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