Delete students vs making students inactive

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How does your SIS integration process students who drop classes? We are in the process of moving from Bb to Canvas and are using ILP. We have it set that students who drop before the class begins are removed entirely from the course. Students who drop after the course begins have a different drop code and are changed to "inactive" status in Canvas. Does removing the student entirely from the course remove all grades and submitted assignments? Thanks!