| from glob import glob |
| import urllib.parse |
| import pandas as pd |
|
|
| import json |
| import os |
|
|
| import datasets |
|
|
| _CITATION = """\ |
| @InProceedings{huggingface:dataset, |
| title = {Code Commits for Instruction Tuning}, |
| author={BigCode}, |
| year={2023} |
| } |
| """ |
|
|
| _DESCRIPTION = """\ |
| Code Commits for Instruction Tuning |
| """ |
|
|
| _HOMEPAGE = "" |
|
|
| _LICENSE = "" |
|
|
| languages = ['svg', |
| 'ocaml', |
| 'scheme', |
| 'modelica', |
| 'xpages', |
| 'qmake', |
| 'ada', |
| 'pike', |
| 'pod', |
| 'bro', |
| 'edn', |
| 'html+django', |
| 'groff', |
| 'pascal', |
| 'nsis', |
| 'applescript', |
| 'ceylon', |
| 'haml', |
| 'augeas', |
| 'toml', |
| 'c++', |
| 'pony', |
| 'lean', |
| 'supercollider', |
| 'moonscript', |
| 'gas', |
| 'zig', |
| 'vcl', |
| 'tex', |
| 'html+erb', |
| 'robotframework', |
| 'unrealscript', |
| 'go', |
| 'racket', |
| 'apl', |
| 'lolcode', |
| 'nix', |
| 'nu', |
| 'zephir', |
| 'textile', |
| 'inno-setup', |
| 'hy', |
| 'turtle', |
| 'systemverilog', |
| 'mako', |
| 'sparql', |
| 'gnuplot', |
| 'yang', |
| 'unity3d-asset', |
| 'qml', |
| 'cmake', |
| 'gdscript', |
| 'xquery', |
| 'python', |
| 'css', |
| 'metal', |
| 'flux', |
| 'clojure', |
| 'less', |
| 'lfe', |
| 'cartocss', |
| 'asp', |
| 'elixir', |
| 'smt', |
| 'processing', |
| 'awk', |
| 'antlr', |
| 'chapel', |
| 'igor-pro', |
| 'literate-agda', |
| 'literate-coffeescript', |
| 'dockerfile', |
| 'dart', |
| 'makefile', |
| 'org', |
| 'shell', |
| 'objective-c++', |
| 'linker-script', |
| 'markdown', |
| 'haxe', |
| 'mtml', |
| 'assembly', |
| 'jupyter-notebook', |
| 'cuda', |
| 'scss', |
| 'graphviz-dot', |
| 'perl', |
| 'typescript', |
| 'smalltalk', |
| 'c#', |
| 'dylan', |
| 'pawn', |
| 'stylus', |
| 'vue', |
| 'rust', |
| 'freemarker', |
| 'viml', |
| 'cucumber', |
| 'maple', |
| 'purescript', |
| 'io', |
| 'pure-data', |
| 'api-blueprint', |
| 'erlang', |
| 'batchfile', |
| 'llvm', |
| 'protocol-buffer', |
| 'r', |
| 'logtalk', |
| 'lsl', |
| 'liquid', |
| 'eagle', |
| 'literate-haskell', |
| 'xproc', |
| 'cython', |
| 'logos', |
| 'mathematica', |
| 'openscad', |
| 'java', |
| 'bluespec', |
| 'desktop', |
| 'diff', |
| 'jsoniq', |
| 'elm', |
| 'html', |
| 'abap', |
| 'kotlin', |
| 'crystal', |
| 'gentoo-ebuild', |
| 'aspectj', |
| 'renpy', |
| 'sqf', |
| 'webidl', |
| 'smarty', |
| 'nimrod', |
| 'xtend', |
| 'ragel-in-ruby-host', |
| 'haskell', |
| 'factor', |
| 'php', |
| 'coldfusion-cfc', |
| 'visual-basic', |
| 'ooc', |
| 'netlinx', |
| 'xs', |
| 'lua', |
| 'nesc', |
| 'xml', |
| 'latte', |
| 'ninja', |
| 'html+eex', |
| 'solidity', |
| 'thrift', |
| 'glsl', |
| 'html+php', |
| 'red', |
| 'powershell', |
| 'arduino', |
| 'opencl', |
| 'jasmin', |
| 'harbour', |
| 'urweb', |
| 'dns-zone', |
| 'clean', |
| 'vhdl', |
| 'slash', |
| 'tcl', |
| 'pov-ray-sdl', |
| 'inform-7', |
| 'mask', |
| 'ini', |
| 'perl6', |
| 'json', |
| 'brainfuck', |
| 'lilypond', |
| 'purebasic', |
| 'xbase', |
| 'autohotkey', |
| 'saltstack', |
| 'module-management-system', |
| 'asciidoc', |
| 'handlebars', |
| 'nginx', |
| 'scala', |
| 'http', |
| 'hcl', |
| 'vala', |
| 'swift', |
| 'graphql', |
| 'csv', |
| 'parrot-assembly', |
| 'sas', |
| 'postscript', |
| 'mirah', |
| 'ioke', |
| 'tcsh', |
| 'dm', |
| 'mupad', |
| 'json5', |
| 'livescript', |
| 'emberscript', |
| 'piglatin', |
| 'boo', |
| 'jflex', |
| 'uno', |
| 'agda', |
| 'volt', |
| 'gettext-catalog', |
| 'rebol', |
| 'm4', |
| 'fancy', |
| 'yaml', |
| 'fortran', |
| 'g-code', |
| 'monkey', |
| 'nit', |
| 'standard-ml', |
| 'digital-command-language', |
| 'krl', |
| 'julia', |
| 'oz', |
| 'sourcepawn', |
| 'groovy', |
| 'coffeescript', |
| 'idris', |
| 'creole', |
| 'text', |
| 'wisp', |
| 'unknown', |
| 'raml', |
| 'slim', |
| 'xslt', |
| 'ats', |
| 'javascript', |
| 'parrot-internal-representation', |
| 'csound', |
| 'yacc', |
| 'f#', |
| 'twig', |
| 'coldfusion', |
| 'apacheconf', |
| 'bitbake', |
| 'arc', |
| 'jade', |
| 'rhtml', |
| 'eiffel', |
| 'blitzmax', |
| 'sass', |
| 'scaml', |
| 'propeller-spin', |
| 'hlsl', |
| 'forth', |
| 'rdoc', |
| 'rouge', |
| 'c', |
| 'fish', |
| 'jsonld', |
| 'scilab', |
| 'capn-proto', |
| 'restructuredtext', |
| 'squirrel', |
| 'common-lisp', |
| 'mediawiki', |
| 'c2hs-haskell', |
| 'jsx', |
| 'isabelle', |
| 'java-server-pages', |
| 'ecl', |
| 'ruby', |
| 'actionscript', |
| 'pan', |
| 'sage', |
| 'emacs-lisp', |
| 'genshi', |
| 'groovy-server-pages', |
| 'ston', |
| 'stata', |
| 'sql'] |
|
|
| base_url = "https://huggingface.co/datasets/bigcode/commits_ft/resolve/main/data/{lang}.zip" |
| _URLS = {k: base_url.format(lang=urllib.parse.quote(k)) for k in languages} |
| VERSION = datasets.Version("1.1.0") |
|
|
|
|
| class CommitIT(datasets.GeneratorBasedBuilder): |
| BUILDER_CONFIGS = [ |
| datasets.BuilderConfig(name=lang, version=VERSION, |
| description="This part of dataset covers {lang} language".format(lang=lang)) |
| for lang in languages |
| ] |
|
|
| DEFAULT_CONFIG_NAME = "python" |
|
|
| def _info(self): |
| features = datasets.Features( |
| { |
| 'commit': datasets.Value("string"), |
| 'old_file': datasets.Value("string"), |
| 'new_file': datasets.Value("string"), |
| 'old_contents': datasets.Value("string"), |
| 'new_contents': datasets.Value("string"), |
| 'subject': datasets.Value("string"), |
| 'message': datasets.Value("string"), |
| 'lang': datasets.Value("string"), |
| 'license': datasets.Value("string"), |
| 'repos': datasets.Value("string") |
| } |
| ) |
| return datasets.DatasetInfo( |
| description=_DESCRIPTION, |
| features=features, |
| homepage=_HOMEPAGE, |
| license=_LICENSE, |
| citation=_CITATION, |
| ) |
|
|
| def _split_generators(self, dl_manager): |
| urls = _URLS[self.config.name] |
| data_dir = dl_manager.download_and_extract(urls) |
| |
| return [ |
| datasets.SplitGenerator( |
| name=datasets.Split.TRAIN, |
| gen_kwargs={ |
| "filepath": os.path.join(data_dir, f"{self.config.name}/data.json"), |
| "split": "train", |
| }, |
| ) |
| ] |
|
|
| def _generate_examples(self, filepath, split): |
| with open(filepath, encoding="utf-8") as f: |
| for key, row in enumerate(f): |
| data = json.loads(row) |
| |
| yield key, { |
| 'commit': data["commit"], |
| 'old_file': data["old_file"], |
| 'new_file': data["new_file"], |
| 'old_contents': data["old_contents"], |
| 'new_contents': data["new_contents"], |
| 'subject': data["subject"], |
| 'message': data["message"], |
| 'lang': data["lang"], |
| 'license': data["license"], |
| 'repos': data["repos"] |
| } |
|
|
