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July 30, 2014 23:02
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Proximity Search
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// Returns the score if within the proximity, else returns -1 | |
Array.prototype.indexOfAll = function(term) { | |
if(typeof term == 'object'){ | |
console.error('indexOfAll expects an array of terms as an argument'); | |
return; | |
} | |
var posOfTerms = []; | |
for(i in this){ | |
if(this[i] == term){ | |
posOfTerms.push(i); | |
} | |
} | |
return posOfTerms; | |
} | |
// proximity distance is distance in words not characters | |
function proximitySearch(proximity, query, doc){ | |
var words = query.split(" "); | |
var docWords = doc.replace(/[\.,-\/#!$%\^&\*;:{}=\-_`~()]/g,"").split(" "); | |
var posQueryInDoc = []; | |
for(word in words){ | |
var p = docWords.indexOfAll(words[word]); | |
if(p.length == 0){ | |
// No Match | |
return -1; | |
} | |
posQueryInDoc[word] = p; | |
} | |
var minProx = calculateMinProximity(posQueryInDoc); | |
if(minProx <= proximity) | |
// args is an array | |
return minProx; | |
else | |
return -1; | |
} | |
function calculateMinProximity(arr){ | |
console.log(arr); | |
var combinations = allPossibleCases(arr); | |
console.log(combinations); | |
var minProximity = Infinity; | |
for(var i = 0; i < combinations.length; i++){ | |
var sum = 0; | |
var posMiddleGround = []; | |
var total = 0; | |
for(var j = 0; j < combinations[i].length; j++){ | |
total = total + parseInt(combinations[i][j]); | |
} | |
var avg = total/combinations[i].length; | |
for(var j = 0; j < combinations[i].length; j++){ | |
var x = (combinations[i].length-1)/2; | |
var diff = j-x+avg; | |
posMiddleGround[j] = diff; | |
} | |
for(var j = 0; j < combinations[i].length; j++){ | |
sum += Math.abs(combinations[i][j]-posMiddleGround[j]); | |
} | |
for(var j = 0; j < combinations[i].length; j++){ | |
for(var k = j+1; k < combinations[i].length; k ++){ | |
if(combinations[i][j] > combinations[i][k]){ | |
sum = sum - 1; | |
} | |
} | |
} | |
if(minProximity > sum){ | |
minProximity = Math.floor(sum); | |
} | |
} | |
return minProximity; | |
} | |
function allPossibleCases(arr) { | |
if (arr.length === 0) { | |
console.log('0 len'); | |
return []; | |
} | |
else if (arr.length === 1){ | |
console.log('1 len'); | |
return arr[0]; | |
} | |
else { | |
console.log('x len'); | |
var result = []; | |
var allCasesOfRest = allPossibleCases(arr.slice(1)); // recur with the rest of array | |
for (var c = 0;c < allCasesOfRest.length; c ++) { | |
for (var i = 0; i < arr[0].length; i++) { | |
result.push([arr[0][i]].concat(allCasesOfRest[c])); | |
} | |
} | |
return result; | |
} | |
} |
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