When training AzureML's AutoML locally using Python sdk v2, how should I input data in pandas dataframe format rather than MLTable as training data?

Question

When training AzureML's AutoML locally using Python sdk v2, how should I input data in pandas dataframe format rather than MLTable as training data?

임 마리솔 0

AutoML was trained locally using python sdk v2.
The training data was loaded from a locally stored CSV file into a pandas dataframe and entered as input data.

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->The reason is to avoid uploading local data to the cloud when learning with AutoML.
->The computing target will not be specified and will be run as a local cluster.

As a result, the following error occurred:

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Therefore, when using python SDK 2 version, is only the MLTable format possible?
Otherwise, how should I insert data in other formats?

Additionally, we attach a reference guide from Microsoft.

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dupammi 8,615 Reputation points Microsoft External Staff

2023-11-07T11:13:47.5933333+00:00

Hi @임 마리솔 ,

Thank you for using Microsoft Q&A.

Looks like your dataset object should be Azure MLtable Dataset. You can refer to this documentation on how to create Datasets for more information.

Thanks!
dupammi 8,615 Reputation points Microsoft External Staff

2023-11-08T12:23:05.7833333+00:00

Hi @임 마리솔 ,

We haven’t heard from you on the last response and was just checking back to see if you have checked my response above.

Thanks!
dupammi 8,615 Reputation points Microsoft External Staff

2023-11-09T13:20:49.61+00:00

Hi @임 마리솔 ,

Following up to see if the given info was helpful.

Thank you.

Your answer

dupammi 8,615 Reputation points Microsoft External Staff

2023-11-07T11:13:47.5933333+00:00

Hi @임 마리솔 ,

Thank you for using Microsoft Q&A.

Looks like your dataset object should be Azure MLtable Dataset. You can refer to this documentation on how to create Datasets for more information.

Thanks!
dupammi 8,615 Reputation points Microsoft External Staff

2023-11-08T12:23:05.7833333+00:00

Hi @임 마리솔 ,

We haven’t heard from you on the last response and was just checking back to see if you have checked my response above.

Thanks!
dupammi 8,615 Reputation points Microsoft External Staff

2023-11-09T13:20:49.61+00:00

Hi @임 마리솔 ,

Following up to see if the given info was helpful.

Thank you.

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When training AzureML's AutoML locally using Python sdk v2, how should I input data in pandas dataframe format rather than MLTable as training data?

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