"Don't Step on My Toes": Resolving Editing Conflicts in Real-Time Collaboration in Computational Notebooks
arxiv(2024)
摘要
Real-time collaborative editing in computational notebooks can improve the
efficiency of teamwork for data scientists. However, working together through
synchronous editing of notebooks introduces new challenges. Data scientists may
inadvertently interfere with each others' work by altering the shared codebase
and runtime state if they do not set up a social protocol for working together
and monitoring their collaborators' progress. In this paper, we propose a
real-time collaborative editing model for resolving conflict edits in
computational notebooks that introduces three levels of edit protection to help
collaborators avoid introducing errors to both the program source code and
changes to the runtime state.
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