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")