aws / aws/sagemaker-python-sdk

'base_job_name' parameter is not used to name the Processing Jobs that are created by the Model Monitoring Schedule

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#4,783 0 comments 0 reactions 1 assignee Claimed by @pintaoz-aws View on GitHub
component: processing type: bug
Dominant language
Python
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Description

**Describe the bug**
The `base_job_name` parameter specified in the `DefaultModelMonitor` is not being used to name the processing jobs created by the monitoring schedule.

**To reproduce**
Steps to reproduce the behavior:
1. Initialize a `DefaultModelMonitor` with `base_job_name` parameter.
2. Create a monitoring schedule.
3. Observe that the processing jobs do not use the specified `base_job_name`.

**Expected behavior**
The processing jobs created by the monitoring schedule should use the `base_job_name` specified in the `DefaultModelMonitor`.

**Screenshots or logs**
![sgmk_issue_mm_base_job_name1](https://github.com/aws/sagemaker-python-sdk/assets/82880476/b3784d51-f3af-4d44-ab7e-a79c97acc15f)

This is the Processing Job that is created by the Model Monitoring Schedule, and it's clear that it's not using the 'base_job_name'.
![Capture](https://github.com/user-attachments/assets/55026f1e-3cbb-4adc-878a-5cf95db63f00)

**System information**
A description of your system. Please provide:
- **SageMaker Python SDK version**: 2.221.1
- **Framework name (eg. PyTorch) or algorithm (eg. KMeans)**: Scikit-learn
- **Framework version**: 0.23-1
- **Python version**: 3.10.14
- **CPU or GPU**: CPU
- **Custom Docker image (Y/N)**: N

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

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