aws / aws/sagemaker-python-sdk
SageMaker Python SDK takes much time to submit the job on MacOS
Open
component: pysdk-team
type: bug
- Dominant language
- Python
- Stars
- 2.3k
- Forks
- 1.3k
- Avg merge
- 1d 22h
- Merged PRs (30d)
- 35
Description
**Describe the bug**
When running sagemaker python sdk (latest version) on macos, it takes around 25-30 mins to submit the job. No logging or debugging is shown to help tracking the source of this slow performance. Any ideas? Thank you
Contributor guide
Research direction
Start by reproducing the 25–30 minute job-submission delay on macOS with the latest SageMaker Python SDK and record where submission time is spent. The issue names no files, tests, or entry points, so first identify the submission path and add or use logging to isolate the slow step. Done means the cause is identified and a verified fix or diagnostic improvement is covered by an appropriate test.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, python
- Domain
- cloud, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100