First version of the commits_ft

.gitattributes

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commits_ft.py

@@ -0,0 +1,410 @@
+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/rootacess/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 CommitConfig(datasets.BuilderConfig):
+    """BuilderConfig for SuperGLUE."""
+
+    def __init__(self, features, data_url, **kwargs):
+        """BuilderConfig for SuperGLUE.
+
+        Args:
+        features: *list[string]*, list of the features that will appear in the
+            feature dict. Should not include "label".
+        data_url: *string*, url to download the zip file from.
+        citation: *string*, citation for the data set.
+        url: *string*, url for information about the data set.
+        label_classes: *list[string]*, the list of classes for the label if the
+            label is present as a string. Non-string labels will be cast to either
+            'False' or 'True'.
+        **kwargs: keyword arguments forwarded to super.
+        """
+        super().__init__(version=VERSION, **kwargs)
+        self.features = features
+        self.data_url = data_url
+
+
+class CommitIT(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        CommitConfig(name=lang,
+                     description="This part of dataset covers {lang} language".format(lang=lang),
+                     features=['commit',
+                               'old_file',
+                               'new_file',
+                               'old_contents',
+                               'new_contents',
+                               'subject',
+                               'message',
+                               'lang',
+                               'license',
+                               'repos'],
+                     data_url=_URLS[lang]
+                     )
+        for lang in languages
+    ]
+    # 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, "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"]
+                }

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