[BUG] Mismatch between the streaming logs that we get from azure-ai-ml and the log file we download at the end

[miguelgfierro]

Description

See details #2223

Also related to #2210

We thought we fixed this issue in #2223 but it is still happening. See https://github.com/recommenders-team/recommenders/actions/runs/14809177082/job/41598022202

In which platform does it happen?

How do we replicate the issue?

Expected behavior (i.e. solution)

Willingness to contribute

• Yes, I can contribute for this issue independently.
• Yes, I can contribute for this issue with guidance from Recommenders community.
• No, I cannot contribute at this time.

Other Comments

[miguelgfierro]

@SimonYansenZhao these are the combinations I tried, I don't understand why they worked but now they don't. Do you think you can take a look?

• azure-ai-ml>1,<=1.23 and azureml-mlflow>1,<2 -> failed , it needs marshmallow
• azure-ai-ml>1,<=1.18.0 and azureml-mlflow>1,<2 -> failed, it needs marshmallow
• azure-ai-ml>1,<=1.18.0 and azureml-mlflow>1,<2 and marshmallow>3,<5 -> failed with marshmallow 4.0
• azure-ai-ml>1,<=1.18.0 and azureml-mlflow>1,<2 and marshmallow>3,<4 -> failed with marshmallow 3.26.1
• azure-ai-ml>1,<=1.18.0 and azureml-mlflow>1,<2 and marshmallow>3,<=3.18 -> the azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224
• azure-ai-ml>1,<2 and azureml-mlflow>1,<2 and marshmallow>3,<=3.18 -> the azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224
• azure-ai-ml>1,<2 and azureml-mlflow>1,<2 and marshmallow>3,<=3.22 ->the azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224
• azure-ai-ml>1,<2 and azureml-mlflow>1,<2 and marshmallow>3,<=3.25.1 -> the azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224
• azure-ai-ml>1,<2 and azureml-mlflow>1,<2 and marshmallow>3,<5 -> while I was doing the tests, there was a new version azure-ai-ml==1.26.4 now azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224
• azure-ai-ml>1,<=1.26.3 and azureml-mlflow>1,<2 and marshmallow>3,<5 -> while I was doing the tests, there was a new version azure-ai-ml==1.26.4 the azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224
• azure-ai-ml>1,<2 and azureml-mlflow>1,<2 -> the azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224
• azure-ai-ml>1,<=1.24.0 and azureml-mlflow>1,<2 -> it failed, it needs marshmallow
• azure-ai-ml>1,<=1.25.0 and azureml-mlflow>1,<2 -> it failed, it needs marshmallow
• azure-ai-ml>1,<=1.26.0 and azureml-mlflow>1,<2 -> it failed, it needs marshmallow
• azure-ai-ml>1,<=1.26.2 and azureml-mlflow>1,<2 ->it failed, it needs marshmallow
• azure-ai-ml>1,<=1.26.3 and azureml-mlflow>1,<2 -> it failed, it needs marshmallow
• azure-ai-ml>1,<=1.26.4 and azureml-mlflow>1,<2 -> the azureml works but the test fails because of [BUG] Issue with Surprise and numpy #2224