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yeongnamtan avatar yeongnamtan commented on June 12, 2024 1

Thanks @seanlaw.
When I install stumpy, it gives me 0.58.0 but I can't import stumpy with sagemaker studio.

I did a force install to 0.55.2 but it still doesn't work.

I think issue is with sagemaker.

I tried on Google Collab and it works perfectly the first time.

So I am sticking to Collab for now.

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seanlaw avatar seanlaw commented on June 12, 2024

@yeongnamtan Thank you for your question and welcome to the STUMPY community. I have no experience with Sagemaker but it appears that you were unsuccessful in installing the correct version of numba. The minimum version required is 0.55.2 and according to your last error line:

ContextualVersionConflict: (numba 0.55.1 (/opt/conda/lib/python3.10/site-packages), Requirement.parse('numba>=0.55.2'), {'stumpy'})

You only have version 0.55.1 installed. I'm guessing that if you correct this then you should be good to go. Version 0.55.2 is the minimum required version but it is quite outdated and so I recommend installing the latest version of numba if you can.

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seanlaw avatar seanlaw commented on June 12, 2024

@yeongnamtan Please feel free to re-open this issue or start a new one if you have anything further to add

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yeongnamtan avatar yeongnamtan commented on June 12, 2024

Thank you @seanlaw .

I find it fascinating that even though the time series may seem very even, the matrix profile can tell a very different story.

Besides the tutorials, are there other case studies on stumpy you can share?

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seanlaw avatar seanlaw commented on June 12, 2024

Indeed, the simplicity of matrix profiles makes it hard to hide the reality.

We spend most of our time maintaining the code base/adding new features/improving docs/performance and so we have not spent any time on collecting case studies as providing/curating them would certainly elicit even more questions than we have time to support. However, I recommend checking out all of the papers that are published by the original researchers:

https://www.cs.ucr.edu/~eamonn/MatrixProfile.html

Buried within them are numerous case studies.

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yeongnamtan avatar yeongnamtan commented on June 12, 2024

Thank you @seanlaw

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