Blogs (1) >>
ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Wed 29 May 2019 17:20 - 17:40 at St-Paul / Ste-Catherine - Program Comprehension and Reuse Chair(s): Baishakhi Ray

Platforms like Stack Overflow and GitHub’s gist system promote the sharing of ideas and programming techniques via the distribution of code snippets designed to illustrate particular tasks. Python, a popular and fast-growing programming language, sees heavy use on both sites, with nearly one million questions asked on Stack Overflow and 400 thousand public gists on GitHub. Unfortunately, around 75% of the Python example code shared through these sites cannot be directly executed. When run in a clean environment, over 50% of public Python gists fail due to an import error for a missing library.

We present DockerizeMe, a technique for inferring the dependencies needed to execute a Python code snippet without import error. DockerizeMe starts with offline knowledge acquisition of the resources and dependencies for popular Python packages from the Python Package Index (PyPI). It then builds Docker specifications using a graph-based inference procedure. Our inference procedure resolves import errors in 892 out of nearly 3,000 gists from the Gistable dataset for which Gistable’s baseline approach could not find and install all dependencies.

Wed 29 May
Times are displayed in time zone: Eastern Time (US & Canada) change

16:00 - 18:00
Program Comprehension and ReusePapers / Journal-First Papers / Technical Track at St-Paul / Ste-Catherine
Chair(s): Baishakhi RayColumbia University, New York
16:00
20m
Talk
Active Inductive Logic Programming for Code SearchArtifacts AvailableArtifacts Evaluated ReusableTechnical Track
Technical Track
Aishwarya SivaramanUniversity of California, Los Angeles, Tianyi ZhangUniversity of California, Los Angeles, Guy Van den BroeckUniversity of California, Los Angeles, Miryung KimUniversity of California, Los Angeles
Pre-print
16:20
10m
Talk
The State of Empirical Evaluation in Static Feature LocationJournal-First
Journal-First Papers
Abdul Razzaq, Asanka WasalaUniversity of Limerick, Chris ExtonUniversity of Limerick, Jim BuckleyLero - The Irish Software Research Centre and University of Limerick
16:30
10m
Talk
Automatic and accurate expansion of abbreviations in parametersJournal-First
Journal-First Papers
Yanjie JiangBeijing Institute of Technology, Hui LiuBeijing Institute of Technology, Jiaqi ZhuBeijing Institute of Technology, Lu ZhangPeking University
16:40
20m
Talk
NL2Type: Inferring JavaScript Function Types from Natural Language InformationArtifacts AvailableArtifacts Evaluated ReusableTechnical Track
Technical Track
Rabee Sohail MalikTU Darmstadt, Jibesh PatraTechnical University of Darmstadt, Michael PradelUniversity of Stuttgart
Pre-print Media Attached File Attached
17:00
20m
Talk
Analyzing and Supporting Adaptation of Online Code ExamplesArtifacts AvailableArtifacts Evaluated ReusableTechnical TrackIndustry Program
Technical Track
Tianyi ZhangUniversity of California, Los Angeles, Di YangUniversity of California at Irvine, USA, Crista Lopes, Miryung KimUniversity of California, Los Angeles
Pre-print
17:20
20m
Talk
DockerizeMe: Automatic Inference of Environment Dependencies for Python Code SnippetsArtifacts AvailableTechnical Track
Technical Track
Eric HortonNorth Carolina State University, Chris ParninNCSU
17:40
20m
Talk
Discussion Period
Papers