azure ml data drift image creation fails

Question

azure ml data drift image creation fails

Alejandra Martínez 96 Microsoft Employee

I'm following your documentation example for data drift but the backfill instruction fails with:

2024-08-12T19:35:02:   ERROR: Failed building wheel for matplotlib
2024-08-12T19:35:02: ERROR: Could not build wheels for matplotlib, which is required to install pyproject.toml-based projects

I have tried specifying a different image but the backfill instruction won't take it.

I have also followed the weather data example and the diabetes example with the same result.

romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2024-08-16T10:05:32.51+00:00
@Alejandra Martínez Are you referring to this tutorial?

I think this error might be due to SDK version, since this uses v1 SDK, you might want to try to install v1 version of SDK and try the steps mentioned in this notebook.

Install the following libraries to your environment. Many of the example notebooks depend on them

`(myenv) $ conda install -y matplotlib tqdm scikit-learn`
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2024-08-19T13:18:22.4033333+00:00

@Alejandra Martínez Did my above comment help to setup the library for your scenario?
Alejandra Martínez 96 Reputation points Microsoft Employee

2024-08-20T17:56:59.82+00:00

Hello,

No it did not work even following again all those steps.
Alejandra Martínez 96 Reputation points Microsoft Employee

2024-08-20T18:02:25.5633333+00:00

Hello, it did not work
Shruti Kulkarni 0 Reputation points

2024-12-16T11:50:36.8766667+00:00

I am facing same issue if you have found a solution please share it here
Shruti Kulkarni 0 Reputation points

2024-12-16T11:51:31.73+00:00

I am facing similar issue please can you share here if it is resolved

1 answer

Your answer

romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2024-08-16T10:05:32.51+00:00

@Alejandra Martínez Are you referring to this tutorial?

I think this error might be due to SDK version, since this uses v1 SDK, you might want to try to install v1 version of SDK and try the steps mentioned in this notebook.

Install the following libraries to your environment. Many of the example notebooks depend on them

`(myenv) $ conda install -y matplotlib tqdm scikit-learn`
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2024-08-19T13:18:22.4033333+00:00

@Alejandra Martínez Did my above comment help to setup the library for your scenario?
Alejandra Martínez 96 Reputation points Microsoft Employee

2024-08-20T17:56:59.82+00:00

Hello,

No it did not work even following again all those steps.
Alejandra Martínez 96 Reputation points Microsoft Employee

2024-08-20T18:02:25.5633333+00:00

Hello, it did not work
Shruti Kulkarni 0 Reputation points

2024-12-16T11:50:36.8766667+00:00

I am facing same issue if you have found a solution please share it here
Shruti Kulkarni 0 Reputation points

2024-12-16T11:51:31.73+00:00

I am facing similar issue please can you share here if it is resolved

Answer 1

hossein jalilian 10,825 Volunteer Moderator

Thanks for posting your question in the Microsoft Q&A forum.

This issue is often related to missing dependencies or an incompatible environment setup.

Ensure that your Python environment has all the necessary dependencies installed. You can create a virtual environment and install the required packages using a requirements.txt file or a conda environment file.

Sometimes, compatibility issues arise from using the latest versions of packages. Try specifying an older, stable version of matplotlib that is known to work with your setup.

Please don't forget to close up the thread here by upvoting and accept it as an answer if it is helpful

Alejandra Martínez 96 Reputation points Microsoft Employee

2024-08-13T20:10:42.9733333+00:00

Hello,

That does not solve my question. Obviously there are missing packages, but I cannot change that.

Like I said, even if I specify the image and environment, when it gets to the backfill code, it creates an image and environment of its own.

Can you share an example for specifically change the backfill environment? I did not find one in your documentation.

Thank you.

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azure ml data drift image creation fails

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