Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,334 questions
std_log.txtI forgot to add the log. See attached.
Having issues with Azure ML. The split data component is failing without returning any actual error message
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Adebayo Adetoro
25
Reputation points
I have this issue with Azure Machine Learning Designer. At the point of executing the "Split Data" component, it keeps failing with showing any errors (find attached the log). The odd part is after splitting, it seems to reproduce many records on its own as shown below:
2023-06-13 11:25:51,306 studio.core DEBUG | | | [0] = 1261
2023-06-13 11:25:51,306 studio.core DEBUG | | | [1] = 541
2023-06-13 11:25:51,307 studio.core DEBUG | | shape:
2023-06-13 11:25:51,307 studio.core DEBUG | | | [0] = 445
2023-06-13 11:25:51,307 studio.core DEBUG | | | [1] = 191
2023-06-13 11:25:51,308 studio.module INFO | | randomize folds.
2023-06-13 11:27:16,916 studio.core DEBUG | | return:
2023-06-13 11:27:16,934 studio.core DEBUG | | | [0] =
Azure Machine Learning
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YutongTie-MSFT 53,966 Reputation points Moderator2023-06-13T23:52:38.9666667+00:00 Hello @Adetoro Bayo (Guarantor My Loan)
Just wanted to confirm, you are working on Azure Machine Learning Studio not the SDK right?
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Adebayo Adetoro 25 Reputation points
2023-06-15T09:28:04.1966667+00:00 Hi,
Thanks for reaching out. Yes, I am working on Azure Machine Learning Studio. I think the problem is the Split Data component because the moment I decided to use the Execute Python Script component and use sklearn.model_selection.train_test_split, I was able to bypass the issue.
So, for now, I'm using that method now, only I have to remember to remove it whenever I want to create an inference pipeline.
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