diff --git a/Rakefile b/Rakefile index 073b989a..4af0633e 100644 --- a/Rakefile +++ b/Rakefile @@ -1,3 +1,4 @@ +require 'rake/clean' require 'rake/testtask' task :default => :test @@ -5,3 +6,14 @@ task :default => :test Rake::TestTask.new do |t| t.warning = true end + + +file 'lib/linguist/classifier.yml' do |f| + require 'linguist/sample' + classifier = Linguist::Sample.classifier + File.open(f.name, 'w') { |io| YAML.dump(classifier, io) } +end + +CLOBBER.include 'lib/linguist/classifier.yml' + +task :classifier => ['lib/linguist/classifier.yml'] diff --git a/lib/linguist/classifier.rb b/lib/linguist/classifier.rb index 8cd65f89..c77e33e0 100644 --- a/lib/linguist/classifier.rb +++ b/lib/linguist/classifier.rb @@ -3,6 +3,12 @@ require 'linguist/tokenizer' module Linguist # Language bayesian classifier. class Classifier + PATH = File.expand_path('../classifier.yml', __FILE__) + + def self.instance + @instance ||= YAML.load_file(PATH) + end + def initialize @tokens_total = 0 @languages_total = 0 @@ -53,4 +59,7 @@ module Linguist @languages[language].to_f / @languages_total.to_f end end + + # Eager load instance + Classifier.instance end diff --git a/lib/linguist/classifier.yml b/lib/linguist/classifier.yml new file mode 100644 index 00000000..4330b68a --- /dev/null +++ b/lib/linguist/classifier.yml @@ -0,0 +1,6122 @@ +--- !ruby/object:Linguist::Classifier +language_tokens: + PHP: 652 + Gosu: 421 + AppleScript: 198 + Standard ML: 223 + R: 13 + Parrot Assembly: 8 + OpenEdge ABL: 228 + OCaml: 356 + C: 25 + VimL: 19 + Sass: 27 + JavaScript: 12255 + GAS: 149 + Emacs Lisp: 3 + Arduino: 21 + SCSS: 38 + Racket: 147 + Opa: 28 + Markdown: 1 + XML: 5438 + TeX: 1316 + Tea: 6 + Rust: 8 + Ruby: 49 + Prolog: 60 + Nu: 6 + Kotlin: 144 + Ioke: 4 + Groovy: 70 + Coq: 1768 + YAML: 14 + Python: 4 + Parrot Internal Representation: 7 + OpenCL: 83 + Matlab: 398 + Delphi: 30 + C++: 214 + Visual Basic: 294 + VHDL: 40 + Verilog: 269 + Rebol: 5 + PowerShell: 12 + Logtalk: 37 + Apex: 2098 + Shell: 103 + Scilab: 65 + Objective-C: 71 + SuperCollider: 141 + Perl: 35 + Nemerle: 17 + INI: 6 + Diff: 9 + AutoHotkey: 3 + Scala: 302 + Groovy Server Pages: 94 + Dart: 67 + XSLT: 55 + XQuery: 316 + Turing: 54 + Scheme: 3545 + Nimrod: 2 + Julia: 184 + Haml: 3 + CoffeeScript: 109 +languages: + PHP: 1 + Gosu: 5 + AppleScript: 2 + Standard ML: 2 + R: 1 + Parrot Assembly: 1 + OpenEdge ABL: 2 + OCaml: 1 + C: 2 + VimL: 2 + Sass: 1 + JavaScript: 14 + GAS: 1 + Emacs Lisp: 1 + Arduino: 1 + SCSS: 1 + Racket: 2 + Opa: 2 + Markdown: 1 + XML: 1 + TeX: 1 + Tea: 1 + Rust: 1 + Ruby: 9 + Prolog: 1 + Nu: 1 + Kotlin: 1 + Ioke: 1 + Groovy: 2 + Coq: 1 + YAML: 1 + Python: 1 + Parrot Internal Representation: 1 + OpenCL: 1 + Matlab: 5 + Delphi: 1 + C++: 4 + Visual Basic: 1 + VHDL: 1 + Verilog: 1 + Rebol: 1 + PowerShell: 2 + Logtalk: 1 + Apex: 1 + Shell: 9 + Scilab: 3 + Objective-C: 6 + SuperCollider: 1 + Perl: 4 + Nemerle: 1 + INI: 1 + Diff: 1 + AutoHotkey: 1 + Scala: 2 + Groovy Server Pages: 4 + Dart: 1 + XSLT: 1 + XQuery: 1 + Turing: 1 + Scheme: 1 + Nimrod: 1 + Julia: 1 + Haml: 1 + CoffeeScript: 4 +languages_total: 130 +tokens: + PHP: + are: 1 + significant: 1 + "FALSE": 2 + were: 1 + include: 1 + ability: 1 + words: 1 + capture: 1 + accidentally: 1 + "}": 7 + module.: 1 + "@ingroup": 1 + Enabling: 1 + /: 1 + information: 1 + calling: 1 + most: 1 + returned: 2 + carefully: 1 + url: 3 + php_wrappers: 1 + inexperienced: 1 + wrapper: 1 + array: 3 + text.: 1 + This: 1 + : 2 + found: 1 + online: 1 + used: 2 + ;: 32 + : 1 + else: 2 + language: 2 + old_theme_path: 2 + regular: 1 + code.: 2 + s: 1 + both: 1 + permission: 1 + execution: 1 + stand: 1 + print: 1 + ">PHP": 1 +

: 1 + as: 2 + malformed: 1 + arg: 1 + field: 1 + snippets: 1 + php_help: 1 +

: 2 + will: 1 + containing: 1 + filter: 8 + overwrite: 1 + return: 4 + evaluated: 1 + in: 5 + body: 1 + net: 1 + text: 4 + <: 2 + php_filter_info: 1 + t: 19 + powerful: 1 + all: 1 + dangerous: 1 + proper: 1 + "@param": 1 + has: 1 + "*/": 4 + with: 4 + use.: 1 + drupal_get_path: 1 + ">Example": 1 + base_url: 1 + other: 1 + //: 5 + experience: 1 + ensures: 1 + "@filter": 1 + evaluate.: 1 + buffering: 1 + web: 1 + incorrect: 1 + //www.php.net: 1 + Use: 1 + item: 1 + scripting: 1 + user: 2 + get: 1 + surrounded: 1 + ">": 9 + unlike: 1 + development: 1 +

: 1 + added: 1 + pages: 1 + (: 43 + also: 1 +

: 1 + href: 4 + filters: 2 + when: 1 + trusted: 3 + Uses: 1 + content: 1 + uses: 2 + if: 4 + security: 1 + //drupal.org/handbook/modules/php/: 1 + compromise: 1 + examined: 1 + function: 4 + output: 23 + use: 3 + title: 1 + ): 43 + case: 1 + that: 3 + //drupal.org/handbook/customization/php: 1 + any: 2 + been: 1 + theme_info: 3 + entry: 1 + a: 12 + Even: 1 + "on": 1 + dirname: 1 + purpose: 1 + It: 1 + : 1 + widely: 1 +
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constructor: 1 + class: 3 + runners...: 1 + console.log: 1 + tom.move: 1 + super: 2 + num: 2 + Animal: 3 + math: 1 + opposite: 2 + extends: 2 +tokens_total: 32367 diff --git a/test/test_classifier.rb b/test/test_classifier.rb index 35726048..24254661 100644 --- a/test/test_classifier.rb +++ b/test/test_classifier.rb @@ -1,5 +1,6 @@ require 'linguist/classifier' require 'linguist/language' +require 'linguist/sample' require 'test/unit' @@ -14,7 +15,7 @@ class TestClassifier < Test::Unit::TestCase File.read(File.join(fixtures_path, name)) end - def test_classify + def test_train_and_classify classifier = Classifier.new classifier.train Language["Ruby"], fixture("ruby/foo.rb") classifier.train Language["Objective-C"], fixture("objective-c/Foo.h") @@ -23,4 +24,16 @@ class TestClassifier < Test::Unit::TestCase results = classifier.classify(fixture("objective-c/hello.m")) assert_equal Language["Objective-C"], results.first[0] end + + def test_instance_classify_empty + results = Classifier.instance.classify("") + assert results.first[1] < 0.5, results.first.inspect + end + + # def test_instance_classify + # Sample.each do |sample| + # results = Classifier.instance.classify(sample.data) + # assert_equal sample.language, results.first[0], sample.path + # end + # end end