added package.json and cleanup
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README.md
32
README.md
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@ -30,10 +30,10 @@ Installation
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Get the script `wordpos.js` and use it. (npm module may be coming.)
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You may also want to manually download WordNet files from [here](http://wordnet.princeton.edu/wordnet/download/current-version/). Unpack into folder (say `dict`). [natural](http://github.com/NaturalNode/natural) will auto-download WordNet files --
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but I've found this to be unreliable as some of the files get truncated, leading the core program to hang.
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You may also want to manually download [WordNet files](http://wordnet.princeton.edu/wordnet/download/current-version/). Unpack into folder (say `dict`). [natural](http://github.com/NaturalNode/natural) will auto-download WordNet files --
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but I've found this to be unreliable as some of the files get truncated, leading the program to hang.
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Note: `wordpos-bench` requires a customized [uubench](https://github.com/moos/uubench) module (forthcoming).
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Note: `wordpos-bench.js` requires a [forked uubench](https://github.com/moos/uubench) module.
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API
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@ -48,7 +48,7 @@ WordPOS is a subclass of natural's [WordNet class](https://github.com/NaturalNod
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Get POS from text.
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```js
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```
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wordpos.getPOS(str, callback) -- callback receives a result object:
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{
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nouns:[], Array of str words that are nouns
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@ -111,7 +111,7 @@ would be considered nouns. (see http://nltk.googlecode.com/svn/trunk/doc/book/c
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Determine if a word is a particular POS.
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```js
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```
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wordpos.isNoun(word, callback) -- callback receives result (true/false) if word is a noun.
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wordpos.isVerb(word, callback) -- callback receives result (true/false) if word is a verb.
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@ -142,7 +142,7 @@ wordpos.isAdverb('fishly', console.log);
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These calls are similar to natural's [lookup()](https://github.com/NaturalNode/natural#wordnet) call, except they can be faster if you
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already know the POS of the word.
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```js
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```
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wordpos.lookupNoun(word, callback) -- callback receives array of lookup objects for a noun
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wordpos.lookupVerb(word, callback) -- callback receives array of lookup objects for a verb
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@ -185,12 +185,22 @@ Benchmark
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Generally slow as it requires loading and searching large WordNet index files.
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Single word lookup:
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```
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getPOS : 30 ops/s { iterations: 10, elapsed: 329 }
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getNouns : 106 ops/s { iterations: 10, elapsed: 94 }
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getVerbs : 111 ops/s { iterations: 10, elapsed: 90 }
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getAdjectives : 132 ops/s { iterations: 10, elapsed: 76 }
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getAdverbs : 137 ops/s { iterations: 10, elapsed: 73 }
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```
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getPOS : 22 ops/s { iterations: 10, elapsed: 451 }
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getNouns : 66 ops/s { iterations: 10, elapsed: 152 }
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getVerbs : 66 ops/s { iterations: 10, elapsed: 152 }
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getAdjectives : 67 ops/s { iterations: 10, elapsed: 150 }
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getAdverbs : 83 ops/s { iterations: 10, elapsed: 120 }
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128-word lookup:
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```
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getPOS : 0 ops/s { iterations: 1, elapsed: 2210 }
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getNouns : 2 ops/s { iterations: 1, elapsed: 666 }
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getVerbs : 2 ops/s { iterations: 1, elapsed: 638 }
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getAdjectives : 2 ops/s { iterations: 1, elapsed: 489 }
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getAdverbs : 2 ops/s { iterations: 1, elapsed: 407 }
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```
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On a win7/64-bit/dual-core/3GHz. getPOS() is slowest as it searches through all four index files.
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@ -0,0 +1,23 @@
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{
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"name": "wordpos",
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"description": "wordpos is a set of part-of-speech utilities for Node.js using natural's WordNet module.",
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"version": "0.1.0",
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"homepage": "https://github.com/moos/wordpos",
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"engines": {
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"node": ">=0.4.10"
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},
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"dependencies": {
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"natural": "latest",
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"underscore": ">=1.3.1"
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},
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"devDependencies": {
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"uubench": "git://github.com/moos/uubench.git"
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},
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"repository" : {
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"type" : "git",
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"url" : "http://github.com/moos/wordpos.git"
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},
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"author": "Moos <mooster@42at.com>",
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"keywords": ["natural", "language", "wordnet", "pos"],
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"main": "./wordpos.js"
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}
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@ -1,15 +1,14 @@
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var uubench = require('uubench'),
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fs = require('fs'),
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_ = require('underscore')._,
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WordPOS = require('./wordpos'),
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wordpos = new WordPOS('dict');
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var uubench = require('uubench'), // from: https://github.com/moos/uubench
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fs = require('fs'),
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_ = require('underscore')._,
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WordPOS = require('./wordpos'),
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wordpos = new WordPOS('dict');
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suite = new uubench.Suite({
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type: 'fixed',
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iterations: 10,
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//delay: 750,
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sync: true,
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sync: true, // important!
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start: function(tests){
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console.log('starting %d tests', tests.length);
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@ -20,7 +19,7 @@ suite = new uubench.Suite({
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, ops = .5 + stats.iterations * persec;
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console.log(' \033[90m%s : \033[36m%d \033[90mops/s\033[0m', name, ops | 0, stats);
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pos && console.log(out(pos));
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pos && console.log(out(pos));
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},
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done: function(time){
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@ -28,65 +27,64 @@ suite = new uubench.Suite({
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},
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section: function(name, stats) {
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console.log('\033[35m%s\033[0m',name);
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console.log('\033[35m%s\033[0m',name);
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}
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});
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function out(res){
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return _(res).keys().map(function(k){ return k + ':' + res[k].length });
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return _(res).keys().map(function(k){ return k + ':' + res[k].length });
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}
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var text1 = 'laksasdf',
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text128 = fs.readFileSync('text-128.txt', 'utf8'),
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text,
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pos,
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str = "This is some sample text. This text can contain multiple sentences. It also works with urls like.";
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text128 = fs.readFileSync('text-128.txt', 'utf8'),
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text,
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pos;
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function getPOS(next){
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wordpos.getPOS(text, function(res){
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pos = res;
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next();
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});
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wordpos.getPOS(text, function(res){
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pos = res;
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next();
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});
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}
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function getNouns(next){
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wordpos.getNouns(text, function(res){
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pos = {nouns: res};
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next();
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});
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wordpos.getNouns(text, function(res){
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pos = {nouns: res};
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next();
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});
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}
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function getVerbs(next){
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wordpos.getVerbs(text, function(res){
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pos = {verbs: res};
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next();
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});
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wordpos.getVerbs(text, function(res){
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pos = {verbs: res};
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next();
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});
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}
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function getAdjectives(next){
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wordpos.getAdjectives(text, function(res){
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pos = {adjectives: res};
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next();
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});
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wordpos.getAdjectives(text, function(res){
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pos = {adjectives: res};
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next();
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});
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}
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function getAdverbs(next){
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wordpos.getAdverbs(text, function(res){
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pos = {adverbs: res};
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next();
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});
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wordpos.getAdverbs(text, function(res){
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pos = {adverbs: res};
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next();
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});
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}
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/*
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* one word
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*/
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suite.section('--1 word--', function(next){
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text = text1;
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next();
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text = text1;
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next();
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});
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suite.bench('getPOS', getPOS);
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suite.bench('getNouns', getNouns);
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@ -99,9 +97,9 @@ suite.bench('getAdverbs', getAdverbs);
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* 128 words
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*/
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suite.section('--128 words--', function(next){
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suite.options.iterations = 1;
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text = text128;
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next();
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suite.options.iterations = 1;
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text = text128;
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next();
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});
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suite.bench('getPOS', getPOS);
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suite.bench('getNouns', getNouns);
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145
wordpos.js
145
wordpos.js
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@ -1,71 +1,71 @@
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/*!
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/**
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* wordpos
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*
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* part-of-speech utilities using natural's wordnet module.
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* Node.js part-of-speech utilities using natural's WordNet module.
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*
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* Copyright (c) 2012 mooster@42at.com
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* Released under MIT license
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*/
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var _ = require('underscore')._,
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util = require('util'),
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natural = require('./lib/natural'),
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WordNet = natural.WordNet,
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tokenizer = new natural.WordTokenizer(),
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stopwords = ' '+ natural.stopwords.join(' ') +' ';
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util = require('util'),
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natural = require('natural'),
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WordNet = natural.WordNet,
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tokenizer = new natural.WordTokenizer(),
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stopwords = ' '+ natural.stopwords.join(' ') +' ';
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function normalize(word) {
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return word.toLowerCase().replace(/\s+/g, '_');
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}
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function isStopword(word) {
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return stopwords.indexOf(' '+word+' ') >= 0;
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return stopwords.indexOf(' '+word+' ') >= 0;
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}
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function prepText(text) {
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return _.reject(_.uniq(tokenizer.tokenize(text)), isStopword);
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return _.reject(_.uniq(tokenizer.tokenize(text)), isStopword);
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}
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function lookup(pos) {
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return function(word, callback) {
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word = normalize(word);
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this.lookupFromFiles([
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{index: this.getIndexFile(pos), data: this.getDataFile(pos)}
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], [], word, callback);
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};
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return function(word, callback) {
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word = normalize(word);
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this.lookupFromFiles([
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{index: this.getIndexFile(pos), data: this.getDataFile(pos)}
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], [], word, callback);
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};
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}
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function is(pos){
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return function(word, callback) {
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var index = this.getIndexFile(pos);
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word = normalize(word);
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index.lookup(word, function(record) {
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callback(!!record);
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});
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};
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return function(word, callback) {
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var index = this.getIndexFile(pos);
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word = normalize(word);
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index.lookup(word, function(record) {
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callback(!!record);
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});
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};
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}
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function get(isFn) {
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return function(text, callback) {
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var words = prepText(text),
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n = words.length,
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i = 0,
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self = this,
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results = [];
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return function(text, callback) {
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var words = prepText(text),
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n = words.length,
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i = 0,
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self = this,
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results = [];
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if (!n) return callback(results);
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words.forEach(function(word,j){
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self[isFn](word, function(yes){
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yes && results.push(word);
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(++i==n) && callback(results);
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});
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});
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};
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if (!n) return callback(results);
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words.forEach(function(word,j){
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self[isFn](word, function(yes){
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yes && results.push(word);
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(++i==n) && callback(results);
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});
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});
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};
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}
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var WordPOS = function() {
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WordPOS.super_.apply(this, arguments);
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WordPOS.super_.apply(this, arguments);
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};
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util.inherits(WordPOS, WordNet);
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@ -111,19 +111,20 @@ wordposProto.getAdverbs = get('isAdverb');
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wordposProto.getNouns = get('isNoun');
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wordposProto.getVerbs = get('isVerb');
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if (!wordposProto.getIndexFile)
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wordposProto.getIndexFile = function getIndexFile(pos) {
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switch(pos) {
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case 'n':
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return this.nounIndex;
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case 'v':
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return this.verbIndex;
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case 'a': case 's':
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return this.adjIndex;
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case 'r':
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return this.advIndex;
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}
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};
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if (!wordposProto.getIndexFile) {
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wordposProto.getIndexFile = function getIndexFile(pos) {
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switch(pos) {
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case 'n':
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return this.nounIndex;
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case 'v':
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return this.verbIndex;
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case 'a': case 's':
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return this.adjIndex;
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case 'r':
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return this.advIndex;
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}
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};
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}
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/**
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* getPOS()
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@ -136,10 +137,10 @@ if (!wordposProto.getIndexFile)
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*/
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wordposProto.getPOS = function(text, callback) {
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var data = {nouns:[], verbs:[], adjectives:[], adverbs:[], rest:[]},
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testFns = 'isNoun isVerb isAdjective isAdverb'.split(' '),
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testFns = 'isNoun isVerb isAdjective isAdverb'.split(' '),
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parts = 'nouns verbs adjectives adverbs'.split(' '),
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words = prepText(text),
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nTests = testFns.length,
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nTests = testFns.length,
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nWords = words.length,
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self = this,
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c = 0;
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@ -148,31 +149,31 @@ wordposProto.getPOS = function(text, callback) {
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words.forEach(lookup);
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function lookup(word){
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var any = false,
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t=0;
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word = normalize(word);
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testFns.forEach(lookupPOS);
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var any = false,
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t=0;
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word = normalize(word);
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testFns.forEach(lookupPOS);
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function lookupPOS(isFn,i,list){
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self[isFn](word, function(yes){
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yes && data[parts[i]].push(word);
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any |= yes;
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donePOS();
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});
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}
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function lookupPOS(isFn,i,list){
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self[isFn](word, function(yes){
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yes && data[parts[i]].push(word);
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any |= yes;
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donePOS();
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});
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}
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function donePOS() {
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if (++t == nTests) {
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!any && data['rest'].push(word);
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done();
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}
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}
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function donePOS() {
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if (++t == nTests) {
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!any && data['rest'].push(word);
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done();
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}
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}
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}
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function done(){
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if (++c == nWords) {
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callback(data);
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}
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if (++c == nWords) {
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callback(data);
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}
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}
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};
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233
wordpos_spec.js
233
wordpos_spec.js
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@ -1,30 +1,36 @@
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// npm install jasmine-node -g
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// jasmine-node wordpos_spec.js --verbose
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/* Note: 'dict' folder should contain WordNet files.
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* Download and unpack manually from http://wordnet.princeton.edu/wordnet/download/current-version/
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*/
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var WordPOS = require('./wordpos'),
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wordpos = new WordPOS('dict');
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wordpos = new WordPOS('dict');
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var str = "The angry bear chased the frightened little squirrel",
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expected = {
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nouns: [ 'bear', 'squirrel', 'little', 'chased' ],
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verbs: [ 'bear' ],
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adjectives: [ 'little', 'angry', 'frightened' ],
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adverbs: [ 'little' ],
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rest: [ 'the' ]
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},
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garble = 'garblegarble'; // expect not to find word
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expected = {
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nouns: [ 'bear', 'squirrel', 'little', 'chased' ],
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verbs: [ 'bear' ],
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adjectives: [ 'little', 'angry', 'frightened' ],
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adverbs: [ 'little' ],
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rest: [ 'the' ]
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},
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garble = 'garblegarble'; // expect not to find word
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describe('get POS', function() {
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beforeEach(function() {
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this.addMatchers({
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// unordered (multiset) comparison -- NOTE: doesn't handle deep!
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toEqualUnordered: function(expected) {
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var mismatchKeys=[],
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mismatchValues=[],
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result = this.env.compareObjects_(this.actual, expected, mismatchKeys, mismatchValues);
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return result || (mismatchKeys.length == 0 && mismatchValues.length > 0);
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}
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});
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this.addMatchers({
|
||||
// unordered (multiset) comparison -- NOTE: doesn't handle deep!
|
||||
toEqualUnordered: function(expected) {
|
||||
var mismatchKeys=[],
|
||||
mismatchValues=[],
|
||||
result = this.env.compareObjects_(this.actual, expected, mismatchKeys, mismatchValues);
|
||||
return result || (mismatchKeys.length == 0 && mismatchValues.length > 0);
|
||||
}
|
||||
});
|
||||
});
|
||||
|
||||
it('should get all POS', function() {
|
||||
|
|
@ -33,41 +39,42 @@ describe('get POS', function() {
|
|||
expect(result.verbs).toEqualUnordered(expected.verbs);
|
||||
expect(result.adjectives).toEqualUnordered(expected.adjectives);
|
||||
expect(result.adverbs).toEqualUnordered(expected.adverbs);
|
||||
expect(result.rest).toEqualUnordered(expected.rest);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
|
||||
it('should get nouns', function() {
|
||||
wordpos.getNouns(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.nouns);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
wordpos.getNouns(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.nouns);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
|
||||
it('should get verbs', function() {
|
||||
wordpos.getVerbs(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.verbs);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
wordpos.getVerbs(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.verbs);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
|
||||
it('should get adjectives', function() {
|
||||
wordpos.getAdjectives(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.adjectives);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
wordpos.getAdjectives(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.adjectives);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
|
||||
it('should get adverbs', function() {
|
||||
wordpos.getAdverbs(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.adverbs);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
wordpos.getAdverbs(str, function(result) {
|
||||
expect(result).toEqualUnordered(expected.adverbs);
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
});
|
||||
|
||||
|
|
@ -80,91 +87,91 @@ describe('is POS', function() {
|
|||
asyncSpecWait();
|
||||
});
|
||||
it('should check if verb', function() {
|
||||
wordpos.isVerb(expected.verbs[0], function(result) {
|
||||
expect(result).toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
wordpos.isVerb(expected.verbs[0], function(result) {
|
||||
expect(result).toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if adjective', function() {
|
||||
wordpos.isAdjective(expected.adjectives[0], function(result) {
|
||||
expect(result).toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
wordpos.isAdjective(expected.adjectives[0], function(result) {
|
||||
expect(result).toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if adverb', function() {
|
||||
wordpos.isAdverb(expected.adverbs[0], function(result) {
|
||||
expect(result).toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
wordpos.isAdverb(expected.adverbs[0], function(result) {
|
||||
expect(result).toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
});
|
||||
|
||||
describe('is !POS', function() {
|
||||
it('should check if !noun', function() {
|
||||
wordpos.isNoun(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if !verb', function() {
|
||||
wordpos.isVerb(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if !adjective', function() {
|
||||
wordpos.isAdjective(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if !adverb', function() {
|
||||
wordpos.isAdverb(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if !noun', function() {
|
||||
wordpos.isNoun(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if !verb', function() {
|
||||
wordpos.isVerb(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if !adjective', function() {
|
||||
wordpos.isAdjective(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should check if !adverb', function() {
|
||||
wordpos.isAdverb(garble, function(result) {
|
||||
expect(result).not.toBeTruthy();
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
});
|
||||
|
||||
describe('lookup POS', function() {
|
||||
it('should lookup noun', function() {
|
||||
wordpos.lookupNoun('squirrel', function(result) {
|
||||
expect(result[0].pos).toBe('n');
|
||||
expect(result[0].lemma).toBe('squirrel');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should lookup verb', function() {
|
||||
wordpos.lookupVerb('bear', function(result) {
|
||||
expect(result[0].pos).toBe('v');
|
||||
expect(result[0].lemma).toBe('have_a_bun_in_the_oven');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should lookup adjective', function() {
|
||||
wordpos.lookupAdjective('angry', function(result) {
|
||||
expect(result[0].pos).toBe('s');
|
||||
expect(result[0].lemma).toBe('angry');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should lookup adverb', function() {
|
||||
wordpos.lookupAdverb('little', function(result) {
|
||||
expect(result[0].pos).toBe('r');
|
||||
expect(result[0].lemma).toBe('little');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should lookup noun', function() {
|
||||
wordpos.lookupNoun('squirrel', function(result) {
|
||||
expect(result[0].pos).toBe('n');
|
||||
expect(result[0].lemma).toBe('squirrel');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should lookup verb', function() {
|
||||
wordpos.lookupVerb('bear', function(result) {
|
||||
expect(result[0].pos).toBe('v');
|
||||
expect(result[0].lemma).toBe('have_a_bun_in_the_oven');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should lookup adjective', function() {
|
||||
wordpos.lookupAdjective('angry', function(result) {
|
||||
expect(result[0].pos).toBe('s');
|
||||
expect(result[0].lemma).toBe('angry');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
it('should lookup adverb', function() {
|
||||
wordpos.lookupAdverb('little', function(result) {
|
||||
expect(result[0].pos).toBe('r');
|
||||
expect(result[0].lemma).toBe('little');
|
||||
asyncSpecDone();
|
||||
});
|
||||
asyncSpecWait();
|
||||
});
|
||||
});
|
||||
|
||||
|
|
|
|||
Loading…
Reference in New Issue