Add support for MLFlow logger

[DoMaLi94]

📝 Description

This PR integrates MLFlow into Anomalib.
Addresses #1206

✨ Changes

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• 🐞 Bug fix (non-breaking change which fixes an issue)
• 🔨 Refactor (non-breaking change which refactors the code base)
• 🚀 New feature (non-breaking change which adds functionality)
• 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
• 📚 Documentation update
• 🔒 Security update

✅ Checklist

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• 📋 I have summarized my changes in the CHANGELOG and followed the guidelines for my type of change (skip for minor changes, documentation updates, and test enhancements).
• [x ] 📚 I have made the necessary updates to the documentation (if applicable).
• 🧪 I have written tests that support my changes and prove that my fix is effective or my feature works (if applicable).

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[DoMaLi94]

I saw that DCO failed. I'm not sure if any of the solutions under "Details" are applicable. Could someone kindly provide some guidance or recommendations on how to address this issue?

[samet-akcay]

I saw that DCO failed. I'm not sure if any of the solutions under "Details" are applicable. Could someone kindly provide some guidance or recommendations on how to address this issue?

Hi @DoMaLi94, it's passing now. Thanks for creating this PR.

The team will review it, and get back to you

[samet-akcay]

Thanks for creating this PR! I have a single comment concerning the import error.

[DoMaLi94]

After my new commits DCO fails again. Is it safe to follow the instructions under Details and perform a rebase in this state? My newer commits now include a Signed-off-by line :).

[samet-akcay]

After my new commits DCO fails again. Is it safe to follow the instructions under Details and perform a rebase in this state? My newer commits now include a Signed-off-by line :).

it's alright, I've now set DCO to pass and triggered the CI.

[samet-akcay]

thanks for your contribution!

[samet-akcay]

The tests are failing due to 601_mlflow_logging.ipynb. We will need to have a look at it

[DoMaLi94]

The tests are failing due to 601_mlflow_logging.ipynb. We will need to have a look at it

The test fails due to the "magic command" !mlflow server, which runs infinitely. I'll take care of it.

[Youho99]

Hey,

J'ai créé une intégration mlflow pour yolov9
L'architecture initale entre yolov9 et anomalib est un peu similaire

Mais l'intégration mlflow n'a pas besoin d'etre à proprement parlé un logger car les arguments peuvet être passé par variables d'environnements.

Je vous laisse jeter un oeil pour vous en inspirer, si cela vous permet de reussir à construire le logger pour Anomalib
WongKinYiu/yolov9#87

Cheers !

[djdameln]

Thanks for your contribution!