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I am trying to upload an SVR model (created with sklearn) to S3 bucket using s3fs, but I get an error saying "TypeError: a bytes-like object is required, not 'SVR'". Can anyone suggest how to transform SVR into the right format?

My code is 

model = SVR_model

fs = s3fs.S3FileSystem()
with fs.open('s3://bucket/SVR_model', 'wb') as f:
    f.write(model)
Andrew Gaul
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susannochka
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1 Answers1

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Use pickle to turn model into a bytes object:

model = pickle.dumps(SVR_model)

fs = s3fs.S3FileSystem()
with fs.open('s3://bucket/SVR_model', 'wb') as f:
    f.write(model)
susannochka
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