commits_ft / commits_ft.py
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Update commits_ft.py
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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)
# print(glob(f"{data_dir}/*"))
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)
# Yields examples as (key, example) tuples
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"]
}