aws-samples/reinvent2019-aim362-sagemaker-debugger-model-monitor

Build, train & debug, and deploy & monitor with Amazon SageMaker

reinvent2019-aim362-sagemaker-debugger-model-monitor's Issues

AccessDenied to endtoendmlapp bucket

Followed the instructions to create a Sagemaker notebook, including creating a new IAM role as specified.

The output of cell 1 is

us-east-2
arn:aws:iam::865267486142:role/service-role/AmazonSageMaker-ExecutionRole-20200220T142024
sagemaker-us-east-2-865267486142

When I run cell 2 of train_and_Debug.ipynb, I get

---------------------------------------------------------------------------
ClientError                               Traceback (most recent call last)
<ipython-input-2-0ad42f80fc1c> in <module>()
	7 source_bucket = s3.Bucket(source_bucket_name)
	8 
----> 9 for s3_object in source_bucket.objects.filter(Prefix=source_bucket_prefix):
	10     copy_source = {
	11         'Bucket': source_bucket_name,

~/anaconda3/envs/python3/lib/python3.6/site-packages/boto3/resources/collection.py in __iter__(self)
	81 
	82         count = 0
---> 83         for page in self.pages():
	84             for item in page:
	85                 yield item

~/anaconda3/envs/python3/lib/python3.6/site-packages/boto3/resources/collection.py in pages(self)
	164         # we start processing and yielding individual items.
	165         count = 0
--> 166         for page in pages:
	167             page_items = []
	168             for item in self._handler(self._parent, params, page):

~/anaconda3/envs/python3/lib/python3.6/site-packages/botocore/paginate.py in __iter__(self)
	253         self._inject_starting_params(current_kwargs)
	254         while True:
--> 255             response = self._make_request(current_kwargs)
	256             parsed = self._extract_parsed_response(response)
	257             if first_request:

~/anaconda3/envs/python3/lib/python3.6/site-packages/botocore/paginate.py in _make_request(self, current_kwargs)
	330 
	331     def _make_request(self, current_kwargs):
--> 332         return self._method(**current_kwargs)
	333 
	334     def _extract_parsed_response(self, response):

~/anaconda3/envs/python3/lib/python3.6/site-packages/botocore/client.py in _api_call(self, *args, **kwargs)
	314                     "%s() only accepts keyword arguments." % py_operation_name)
	315             # The "self" in this scope is referring to the BaseClient.
--> 316             return self._make_api_call(operation_name, kwargs)
	317 
	318         _api_call.__name__ = str(py_operation_name)

~/anaconda3/envs/python3/lib/python3.6/site-packages/botocore/client.py in _make_api_call(self, operation_name, api_params)
	624             error_code = parsed_response.get("Error", {}).get("Code")
	625             error_class = self.exceptions.from_code(error_code)
--> 626             raise error_class(parsed_response, operation_name)
	627         else:
	628             return parsed_response

ClientError: An error occurred (AccessDenied) when calling the ListObjects operation: Access Denied

What am I missing?

An error occurred (403) when calling the HeadObject operation: Forbidden

Hi,

I am playing train_and_debug.ipynb. It shows "ClientError: An error occurred (403) when calling the HeadObject operation: Forbidden" when I executed the copying from the S3 bucket.

Can you advise how I deal with it?
Thanks