aws / aws/amazon-sagemaker-examples
AutoGluon_Tabular_SageMaker.ipynb failed CI
- Dominant language
- Jupyter Notebook
- Stars
- 11k
- Forks
- 7k
- Avg merge
- 8h 29m
- Merged PRs (30d)
- 8
Description
Link to the notebook:
https://github.com/aws/amazon-sagemaker-examples/blob/master/advanced_functionality/autogluon-tabular/AutoGluon_Tabular_SageMaker.ipynb
Error:
---------------------------------------------------------------------------
Exception encountered at "In [18]":
---------------------------------------------------------------------------
ClientError Traceback (most recent call last)
in
7 max_payload=6,
8 max_concurrent_transforms=1,
----> 9 output_path=output_path)
10
11 transformer.transform(test_s3_path, content_type='text/csv', split_type='Line')
/usr/local/lib/python3.7/site-packages/sagemaker/model.py in transformer(self, instance_count, instance_type, strategy, assemble_with, output_path, output_kms_key, accept, env, max_conc
[...]
ClientError: An error occurred (ValidationException) when calling the CreateModel operation: Could not find model data at s3://sagemaker-us-west-2-521695447989/autogluon-sagemaker-training-2021-05-11-00-12-27-306/output/model.tar.gz.
Contributor guide
Research direction
Start with advanced_functionality/autogluon-tabular/AutoGluon_Tabular_SageMaker.ipynb and inspect the code around In [18], where transformer creation fails during CreateModel. Trace the training output and S3 model.tar.gz path, then rerun the notebook's CI validation; done means the model data is found and the notebook completes without this error.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, jupyter-notebook, python
- Domain
- cloud, machine-learning, testing
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100