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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스토리지 보안, 신원 및 규정 준수 기계 학습 및 AI

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아마존 심플 스토리지 서비스 IAM 정책 아마존 SageMaker 스튜디오

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lbouacha

질문됨 6달 전227회 조회

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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#

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MassimilianoAWS

답변함 6달 전

lbouacha
6달 전
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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