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A machine learning engineer is planning to perform batch model predictions using a decision tree model located at model_uri on a DataFrame batch_df with the schema: order_id STRING. The engineer executes the following code block: predictions = fs.score_batch(model_uri, batch_df). Under what conditions will this code block successfully perform the desired prediction? Choose the ONE best answer.
A
This code block will not achieve the desired prediction in any situation.
B
When the model at model_uri uses only order_id as a feature.
C
When the Feature Store feature set was registered along with the model at model_uri._
D
When all of the features utilized by the model at model_uri are housed within one Feature Store table._
E
When all of the features utilized by the model at model_uri are present in a Spark DataFrame in the PySpark session._