license: mit
Programminglanguage: Java/C#
version: N/A
Date: Most likely 2020
Contaminated: Very Likely
Size: Standard Tokenizer
Dataset is imported from CodeXGLUE and pre-processed using their script.
Where to find in Semeru:
The dataset can be found at /nfs/semeru/semeru_datasets/code_xglue/code-to-code/code-to-code-trans in Semeru
CodeXGLUE -- Code2Code Translation
Task Definition
Code translation aims to migrate legacy software from one programming language in a platform toanother. In CodeXGLUE, given a piece of Java (C#) code, the task is to translate the code into C# (Java) version. Models are evaluated by BLEU scores, accuracy (exactly match), and CodeBLEU scores.
Dataset
The dataset is collected from several public repos, including Lucene(http://lucene.apache.org/), POI(http://poi.apache.org/), JGit(https://github.com/eclipse/jgit/) and Antlr(https://github.com/antlr/).
We collect both the Java and C# versions of the codes and find the parallel functions. After removing duplicates and functions with the empty body, we split the whole dataset into training, validation and test sets.
Data Format
The dataset is in the "data" folder. Each line of the files is a function, and the suffix of the file indicates the programming language.
Data Statistics
Data statistics of the dataset are shown in the below table:
| #Examples | |
|---|---|
| Train | 10,300 |
| Valid | 500 |
| Test | 1,000 |