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