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One important assessment type is debugging questions, where students are given code with an error and are asked to debug it.

Another type is where student are given output like a plot and are asked to write thecode that creates it.

We also use MCQ format to model reading existing code (e.g., in a help forum) and determining what code is relevant to the question.