Unable to deploy machine learning model - regression to predict auto car prices with the code from the MS docs documentation

Lucia Casucci 36 Reputation points Microsoft Employee
2021-07-31T00:10:46.39+00:00

When I follow step by step as linked from the documentation to build and deploy a machine learning model with the car prices regression predictor, I get errors at the stage of adding a Python script after the score model block.

I am using code and documentation from https://learn.microsoft.com/en-us/learn/modules/create-regression-model-azure-machine-learning-designer/

More precisely, I get an error when I have to input the custom run python script at https://learn.microsoft.com/en-us/learn/modules/create-regression-model-azure-machine-learning-designer/inference-pipeline

Has anyone had trouble executing these scripts from Microsoft? It is simply renaming a column.
See script below

import pandas as pd  
  
def azureml_main(dataframe1 = None, dataframe2 = None):  
  
    scored_results = dataframe1[['Scored Labels']]  
    scored_results.rename(columns={'Scored Labels':'predicted_price'},  
                        inplace=True)  
    return scored_results  
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