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Testing several string matching algorithms
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| //---- externals/require ---- | |
| require('clj-fuzzy'); | |
| var _ = require('lodash'); | |
| //---- private ---- | |
| var html = ''; | |
| var oldCleanedHTML = ''; | |
| var newCleanedHTML = ''; | |
| var prep = function() { | |
| document.body.innerHTML = | |
| '<p><h4>Old cleaned html:</h4><code id="Old"></code></p> \ | |
| <p><h4>New cleaned html:</h4><code id="New"></code></p> \ | |
| <h4>Result:</h4> \ | |
| <ul id="Result"></ul>'; | |
| }; | |
| var cleanPage = function cleanPage(sampleHTML) { | |
| var fragDiv = document.createElement('div'); | |
| fragDiv.innerHTML = sampleHTML; | |
| var clonedDiv = (fragDiv).cloneNode(true), | |
| iterator, | |
| cleanedPage; | |
| clonedDiv.normalize(); | |
| iterator = document.createNodeIterator( | |
| clonedDiv, | |
| NodeFilter.SHOW_ALL | |
| ); | |
| while (iterator.nextNode()) { | |
| var currentNode = iterator.referenceNode; | |
| if (currentNode.parentNode) { | |
| if (currentNode.nodeType === 3) { | |
| iterator.referenceNode.parentNode.removeChild(iterator.referenceNode); | |
| } | |
| } | |
| if (currentNode.dataset) { | |
| for (var prop in Object.keys(currentNode.dataset)) { | |
| var propName = 'data-' + Object.keys(currentNode.dataset)[prop]; | |
| currentNode.setAttribute(propName, ''); | |
| } | |
| } | |
| if (currentNode.nodeName === 'IMG') { | |
| currentNode.removeAttribute('src', ''); | |
| } | |
| } | |
| cleanedPage = clonedDiv.innerHTML; | |
| return cleanedPage; | |
| }; | |
| var modify = function modify(sampleHTML) { | |
| var fragDiv = document.createElement('div'); | |
| fragDiv.innerHTML = sampleHTML; | |
| // nearly the same DOM | |
| fragDiv.appendChild(document.createElement('div')); | |
| // small modifications | |
| fragDiv.querySelector('span').appendChild(document.createElement('a')); | |
| //big modifications | |
| ///* | |
| fragDiv.querySelector('.container').innerHTML = | |
| '<ul><li></li><li></li></ul><span></span>'; | |
| //*/ | |
| return fragDiv.innerHTML; | |
| }; | |
| var createResult = function displayResult(title, res) { | |
| var li, resNode, titleNode; | |
| if(typeof res !== 'string') | |
| res = JSON.stringify(res); | |
| li = document.createElement('LI'); | |
| resNode = document.createElement('STRONG'); | |
| resNode.textContent = res; | |
| titleNode = document.createTextNode(title + ': '); | |
| li.appendChild(titleNode); | |
| li.appendChild(resNode); | |
| return li; | |
| }; | |
| // How can I paste a really large html string here? | |
| html = '<div class="container"> \ | |
| <p>This is some content</p> \ | |
| </div> \ | |
| <span>Some inline text</span>'; | |
| prep(); | |
| oldCleanedHTML = cleanPage(html); | |
| newCleanedHTML = _.compose(cleanPage, modify)(html); | |
| document.querySelector('#Old').textContent = oldCleanedHTML; | |
| document.querySelector('#New').textContent = newCleanedHTML; | |
| var Result = document.querySelector('#Result'); | |
| Result.appendChild( | |
| createResult( | |
| 'Dice coefficient', | |
| clj_fuzzy.metrics.dice(newCleanedHTML, oldCleanedHTML) | |
| ) | |
| ); | |
| Result.appendChild( | |
| createResult( | |
| 'Sorensen coefficient', | |
| clj_fuzzy.metrics.sorensen(oldCleanedHTML, newCleanedHTML) | |
| ) | |
| ); | |
| Result.appendChild( | |
| createResult( | |
| 'Hamming distance', | |
| clj_fuzzy.metrics.hamming(newCleanedHTML, oldCleanedHTML) | |
| ) | |
| ); | |
| // 0 meaning two identical strings and 1 two totally different ones | |
| Result.appendChild( | |
| createResult( | |
| 'Jaccard distance', | |
| clj_fuzzy.metrics.jaccard(oldCleanedHTML, newCleanedHTML) | |
| ) | |
| ); | |
| // 0 meaning two identical strings and 1 two totally different ones | |
| Result.appendChild( | |
| createResult( | |
| 'Tanimoto distance', | |
| clj_fuzzy.metrics.tanimoto(oldCleanedHTML, newCleanedHTML) | |
| ) | |
| ); | |
| // Jaro-Winkler distance | |
| Result.appendChild( | |
| createResult( | |
| 'Jaro distance', | |
| clj_fuzzy.metrics.jaro(oldCleanedHTML, newCleanedHTML) | |
| ) | |
| ); | |
| Result.appendChild( | |
| createResult( | |
| 'Jaro-Winkler distance', | |
| clj_fuzzy.metrics.jaro_winkler(newCleanedHTML, oldCleanedHTML) | |
| ) | |
| ); | |
| // Compare two string using the Match Rating Approach | |
| Result.appendChild( | |
| createResult( | |
| 'MRA Comparison', | |
| clj_fuzzy.metrics.mra_comparison(oldCleanedHTML, newCleanedHTML) | |
| ) | |
| ); | |
| // Can this be useful as some kind of html signature? | |
| Result.appendChild( | |
| createResult( | |
| 'Lancaster stemmer', | |
| clj_fuzzy.stemmers.lancaster(newCleanedHTML) | |
| ) | |
| ); |
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Result=document.querySelector("#Result");Result.appendChild(createResult("Dice coefficient",clj_fuzzy.metrics.dice(newCleanedHTML,oldCleanedHTML)));Result.appendChild(createResult("Sorensen coefficient",clj_fuzzy.metrics.sorensen(oldCleanedHTML,newCleanedHTML)));Result.appendChild(createResult("Hamming distance",clj_fuzzy.metrics.hamming(newCleanedHTML,oldCleanedHTML)));Result.appendChild(createResult("Jaccard distance",clj_fuzzy.metrics.jaccard(oldCleanedHTML,newCleanedHTML)));Result.appendChild(createResult("Tanimoto distance",clj_fuzzy.metrics.tanimoto(oldCleanedHTML,newCleanedHTML)));Result.appendChild(createResult("Jaro distance",clj_fuzzy.metrics.jaro(oldCleanedHTML,newCleanedHTML)));Result.appendChild(createResult("Jaro-Winkler distance",clj_fuzzy.metrics.jaro_winkler(newCleanedHTML,oldCleanedHTML)));Result.appendChild(createResult("MRA Comparison",clj_fuzzy.metrics.mra_comparison(oldCleanedHTML,newCleanedHTML)));Result.appendChild(createResult("Lancaster stemmer",clj_fuzzy.stemmers.lancaster(newCleanedHTML))); |
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| { | |
| "name": "requirebin-sketch", | |
| "version": "1.0.0", | |
| "dependencies": { | |
| "clj-fuzzy": "0.2.0", | |
| "lodash": "2.4.1" | |
| } | |
| } |
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| <style type='text/css'>html, body { margin: 0; padding: 0; border: 0; } | |
| body, html { height: 100%; width: 100%; }</style> |
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