loader.py

import datasets

SHORT_LANG_MAP = {
    "GNU C++": "C++",
    "GNU C++17": "C++",
    "MS C++ 2017": "C++",
    "MS C++": "C++",
    "Java 8": "Java",
    "Java 6": "Java",
    "GNU C++11": "C++",
    "Java 11": "Java",
    "GNU C++14": "C++",
    "Mono C#": "C#",
    "GNU C": "C",
    "Python 3": "Python",
    "PyPy 3": "Python",
    "GNU C11": "C",
    "Go": "Go",
    "Rust": "Rust",
    "PyPy 2": "Python",
    "Python 2": "Python",
    "MS C#": "C#",
    "Kotlin": "Kotlin",
    "GNU C++0x": "C++",
    "Java 7": "Java",
    "Node.js": "Javascript",
    ".NET Core C#": "C#",
    "PHP": "PHP",
    "GNU C++17 Diagnostics": "C++",
    "Clang++17 Diagnostics": "C++",
    "JavaScript": "Javascript",
    "Ruby": "Ruby",
    "C# 10": "C#",
    "C# 8": "C#",
    "Clang++20 Diagnostics": "C++",
    "GNU C++17 (64)": "C++",
    "GNU C++20 (64)": "C++",
    "Java 17": "Java",
    "Kotlin 1.4": "Kotlin",
    "Kotlin 1.5": "Kotlin",
    "Kotlin 1.6": "Kotlin",
    "Kotlin 1.7": "Kotlin",
    "PyPy 3-64": "Python",
    "Python 3 + libs": "Python",
    "Ruby 3": "Ruby",
    "Rust 2021": "Rust",
}

prog_synthesis_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "program_synthesis")
code_translation_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "code_translation")
tag_classification_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "tag_classification")
apr_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "apr")
pcode_compilation_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "code_compilation")
retrieval_code_code_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "retrieval_code_code")
retrieval_nl_code_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "retrieval_nl_code")
retrieval_corpus_dataset = datasets.load_dataset("NTU-NLP-sg/xCodeEval", "retrieval_corpus")