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DockerFill: Automatically Completing Dockerfile Code With Syntax-Aware Multi-Task Learning

Published in IEEE Transactions on Software Engineering • Nov 13, 2025
NobleIDNI3P359W175R779S559
Authors:
Yiwen Wu
,
Yang Zhang
,
Tao Wang

Abstract

As a kind of infrastructure-as-code, Dockerfile specifies the structure and functionality of a built Docker image and thus plays an important role in the containerized software development process. Nowadays developers need to spend extra time and effort configuring their Dockerfiles in addition to t...

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