aws / aws/sagemaker-python-sdk

Receiving configuration error when loading SageMaker Session

未关闭
#4,403 2 条评论 2 个 reaction 已指派 1 人 已被 @mollyheamazon 认领 在 GitHub 查看
component: pysdk-team type: bug
主要语言
Python
星标
2.3k
派生
1.3k
平均合并
1 天 22 小时
30 天内合并 PR
35

描述

**Describe the bug**
In SageMaker Studio within a SageMaker Notebook instance, we use the SageMaker Python SDK. When using the sagemaker library, we are receiving errors in the SageMaker session and other methods.

It looks like the session tries to read a default config file that doesn't exists.

Not sure how to mitigate the error, and prevent SageMaker to look at default config file.

**To reproduce**
We execute:
`from sagemaker.session import Session`

And receive the following message:
```
sagemaker.config INFO - Not applying SDK defaults from location: /etc/xdg/sagemaker/config.yaml
Unable to create default JumpStart SageMaker Session due to the following error: None is not of type 'string'

Failed validating 'type' in schema['properties']['SageMaker']['properties']['FeatureGroup']['properties']['Tags']['items']['properties']['Value']:
{'maxLength': 256,
'minLength': 0,
'pattern': '^[\\w\\s\\d_.:/=+\\-@]*$',
'type': 'string'}

On instance['SageMaker']['FeatureGroup']['Tags'][0]['Value']:
None.
```

Then later we execute:
`sagemaker_session = Session()`

And receive this error:
```
File /opt/conda/lib/python3.8/site-packages/jsonschema/validators.py:1308, in validate(instance, schema, cls, *args, **kwargs)
1306 error = exceptions.best_match(validator.iter_errors(instance))
1307 if error is not None:
-> 1308 raise error

ValidationError: None is not of type 'string'

Failed validating 'type' in schema['properties']['SageMaker']['properties']['FeatureGroup']['properties']['Tags']['items']['properties']['Value']:
{'maxLength': 256,
'minLength': 0,
'pattern': '^[\\w\\s\\d_.:/=+\\-@]*$',
'type': 'string'}

On instance['SageMaker']['FeatureGroup']['Tags'][0]['Value']:
None
```

**System information**
Using a SageMaker ml.t3.medium instance with a Data Science 3.0 kernel on SageMaker Studio within a SageMaker Notebook Instance. Using sagemaker version: 2.206.0

**Additional context**
Add any other context about the problem here.

贡献指南

打开贡献指南

评估

这个 Issue 还没有评估数据。

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。