| | 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"] |
| | } |
| |
|
