requirebin sketch

index.js

var items = [
  { key: 'mishacloudcom' },
  { key: 'jamescloudcom' },
  { key: '#feedbackcloudcom' },
  { key: '#lalala.comfreenode' },
  { key: '#emberjsfreenode' },
  { key: '#reactjsfreenode' },
  { key: '#devcloud.com' },
  { key: '#ircv3-devcloud.com' },
  { key: '#devfreenode' }
];

var wuzzy = require('wuzzy');

function search (alg, q) {
  return items.map(function (item) {
    return {
      score: wuzzy[alg](q, item.key),
      key: item.key,
      query: q,
      alg: alg
    }
  }).sort(function (a, b) {
    return b.score - a.score;
  });
}

console.table(search('jarowinkler', 'm'));
console.table(search('levenshtein', 'm'));
console.table(search('ngram', 'm'));
console.table(search('jaccard', 'm'));
console.table(search('tanimoto', 'm'));

console.table(search('jarowinkler', 'feed'));
console.table(search('levenshtein', 'feed'));
console.table(search('ngram', 'feed'));
console.table(search('jaccard', 'feed'));
console.table(search('tanimoto', 'feed'));

console.table(search('jarowinkler', 're'));
console.table(search('levenshtein', 're'));
console.table(search('ngram', 're'));
console.table(search('jaccard', 're'));
console.table(search('tanimoto', 're'));

console.table(search('jarowinkler', 'dev'));

minified.js

require=function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s}({1:[function(require,module,exports){if(typeof Object.create==="function"){module.exports=function inherits(ctor,superCtor){ctor.super_=superCtor;ctor.prototype=Object.create(superCtor.prototype,{constructor:{value:ctor,enumerable:false,writable:true,configurable:true}})}}else{module.exports=function inherits(ctor,superCtor){ctor.super_=superCtor;var TempCtor=function(){};TempCtor.prototype=superCtor.prototype;ctor.prototype=new TempCtor;ctor.prototype.constructor=ctor}}},{}],2:[function(require,module,exports){var process=module.exports={};process.nextTick=function(){var canSetImmediate=typeof window!=="undefined"&&window.setImmediate;var canMutationObserver=typeof window!=="undefined"&&window.MutationObserver;var canPost=typeof window!=="undefined"&&window.postMessage&&window.addEventListener;if(canSetImmediate){return function(f){return window.setImmediate(f)}}var queue=[];if(canMutationObserver){var hiddenDiv=document.createElement("div");var observer=new MutationObserver(function(){var queueList=queue.slice();queue.length=0;queueList.forEach(function(fn){fn()})});observer.observe(hiddenDiv,{attributes:true});return function nextTick(fn){if(!queue.length){hiddenDiv.setAttribute("yes","no")}queue.push(fn)}}if(canPost){window.addEventListener("message",function(ev){var source=ev.source;if((source===window||source===null)&&ev.data==="process-tick"){ev.stopPropagation();if(queue.length>0){var fn=queue.shift();fn()}}},true);return function nextTick(fn){queue.push(fn);window.postMessage("process-tick","*")}}return function nextTick(fn){setTimeout(fn,0)}}();process.title="browser";process.browser=true;process.env={};process.argv=[];function noop(){}process.on=noop;process.addListener=noop;process.once=noop;process.off=noop;process.removeListener=noop;process.removeAllListeners=noop;process.emit=noop;process.binding=function(name){throw new Error("process.binding is not supported")};process.cwd=function(){return"/"};process.chdir=function(dir){throw new Error("process.chdir is not supported")}},{}],3:[function(require,module,exports){module.exports=function isBuffer(arg){return arg&&typeof arg==="object"&&typeof arg.copy==="function"&&typeof arg.fill==="function"&&typeof arg.readUInt8==="function"}},{}],4:[function(require,module,exports){(function(process,global){var formatRegExp=/%[sdj%]/g;exports.format=function(f){if(!isString(f)){var objects=[];for(var i=0;i<arguments.length;i++){objects.push(inspect(arguments[i]))}return objects.join(" ")}var i=1;var args=arguments;var len=args.length;var str=String(f).replace(formatRegExp,function(x){if(x==="%%")return"%";if(i>=len)return x;switch(x){case"%s":return String(args[i++]);case"%d":return Number(args[i++]);case"%j":try{return JSON.stringify(args[i++])}catch(_){return"[Circular]"}default:return x}});for(var x=args[i];i<len;x=args[++i]){if(isNull(x)||!isObject(x)){str+=" "+x}else{str+=" "+inspect(x)}}return str};exports.deprecate=function(fn,msg){if(isUndefined(global.process)){return function(){return exports.deprecate(fn,msg).apply(this,arguments)}}if(process.noDeprecation===true){return fn}var warned=false;function deprecated(){if(!warned){if(process.throwDeprecation){throw new Error(msg)}else if(process.traceDeprecation){console.trace(msg)}else{console.error(msg)}warned=true}return fn.apply(this,arguments)}return deprecated};var debugs={};var debugEnviron;exports.debuglog=function(set){if(isUndefined(debugEnviron))debugEnviron=process.env.NODE_DEBUG||"";set=set.toUpperCase();if(!debugs[set]){if(new RegExp("\\b"+set+"\\b","i").test(debugEnviron)){var pid=process.pid;debugs[set]=function(){var msg=exports.format.apply(exports,arguments);console.error("%s %d: %s",set,pid,msg)}}else{debugs[set]=function(){}}}return debugs[set]};function inspect(obj,opts){var ctx={seen:[],stylize:stylizeNoColor};if(arguments.length>=3)ctx.depth=arguments[2];if(arguments.length>=4)ctx.colors=arguments[3];if(isBoolean(opts)){ctx.showHidden=opts}else if(opts){exports._extend(ctx,opts)}if(isUndefined(ctx.showHidden))ctx.showHidden=false;if(isUndefined(ctx.depth))ctx.depth=2;if(isUndefined(ctx.colors))ctx.colors=false;if(isUndefined(ctx.customInspect))ctx.customInspect=true;if(ctx.colors)ctx.stylize=stylizeWithColor;return formatValue(ctx,obj,ctx.depth)}exports.inspect=inspect;inspect.colors={bold:[1,22],italic:[3,23],underline:[4,24],inverse:[7,27],white:[37,39],grey:[90,39],black:[30,39],blue:[34,39],cyan:[36,39],green:[32,39],magenta:[35,39],red:[31,39],yellow:[33,39]};inspect.styles={special:"cyan",number:"yellow","boolean":"yellow",undefined:"grey","null":"bold",string:"green",date:"magenta",regexp:"red"};function stylizeWithColor(str,styleType){var style=inspect.styles[styleType];if(style){return"["+inspect.colors[style][0]+"m"+str+"["+inspect.colors[style][1]+"m"}else{return str}}function stylizeNoColor(str,styleType){return str}function arrayToHash(array){var hash={};array.forEach(function(val,idx){hash[val]=true});return hash}function formatValue(ctx,value,recurseTimes){if(ctx.customInspect&&value&&isFunction(value.inspect)&&value.inspect!==exports.inspect&&!(value.constructor&&value.constructor.prototype===value)){var ret=value.inspect(recurseTimes,ctx);if(!isString(ret)){ret=formatValue(ctx,ret,recurseTimes)}return ret}var primitive=formatPrimitive(ctx,value);if(primitive){return primitive}var keys=Object.keys(value);var visibleKeys=arrayToHash(keys);if(ctx.showHidden){keys=Object.getOwnPropertyNames(value)}if(isError(value)&&(keys.indexOf("message")>=0||keys.indexOf("description")>=0)){return formatError(value)}if(keys.length===0){if(isFunction(value)){var name=value.name?": "+value.name:"";return ctx.stylize("[Function"+name+"]","special")}if(isRegExp(value)){return ctx.stylize(RegExp.prototype.toString.call(value),"regexp")}if(isDate(value)){return ctx.stylize(Date.prototype.toString.call(value),"date")}if(isError(value)){return formatError(value)}}var base="",array=false,braces=["{","}"];if(isArray(value)){array=true;braces=["[","]"]}if(isFunction(value)){var n=value.name?": "+value.name:"";base=" [Function"+n+"]"}if(isRegExp(value)){base=" "+RegExp.prototype.toString.call(value)}if(isDate(value)){base=" "+Date.prototype.toUTCString.call(value)}if(isError(value)){base=" "+formatError(value)}if(keys.length===0&&(!array||value.length==0)){return braces[0]+base+braces[1]}if(recurseTimes<0){if(isRegExp(value)){return ctx.stylize(RegExp.prototype.toString.call(value),"regexp")}else{return ctx.stylize("[Object]","special")}}ctx.seen.push(value);var output;if(array){output=formatArray(ctx,value,recurseTimes,visibleKeys,keys)}else{output=keys.map(function(key){return formatProperty(ctx,value,recurseTimes,visibleKeys,key,array)})}ctx.seen.pop();return reduceToSingleString(output,base,braces)}function formatPrimitive(ctx,value){if(isUndefined(value))return ctx.stylize("undefined","undefined");if(isString(value)){var simple="'"+JSON.stringify(value).replace(/^"|"$/g,"").replace(/'/g,"\\'").replace(/\\"/g,'"')+"'";return ctx.stylize(simple,"string")}if(isNumber(value))return ctx.stylize(""+value,"number");if(isBoolean(value))return ctx.stylize(""+value,"boolean");if(isNull(value))return ctx.stylize("null","null")}function formatError(value){return"["+Error.prototype.toString.call(value)+"]"}function formatArray(ctx,value,recurseTimes,visibleKeys,keys){var output=[];for(var i=0,l=value.length;i<l;++i){if(hasOwnProperty(value,String(i))){output.push(formatProperty(ctx,value,recurseTimes,visibleKeys,String(i),true))}else{output.push("")}}keys.forEach(function(key){if(!key.match(/^\d+$/)){output.push(formatProperty(ctx,value,recurseTimes,visibleKeys,key,true))}});return output}function formatProperty(ctx,value,recurseTimes,visibleKeys,key,array){var name,str,desc;desc=Object.getOwnPropertyDescriptor(value,key)||{value:value[key]};if(desc.get){if(desc.set){str=ctx.stylize("[Getter/Setter]","special")}else{str=ctx.stylize("[Getter]","special")}}else{if(desc.set){str=ctx.stylize("[Setter]","special")}}if(!hasOwnProperty(visibleKeys,key)){name="["+key+"]"}if(!str){if(ctx.seen.indexOf(desc.value)<0){if(isNull(recurseTimes)){str=formatValue(ctx,desc.value,null)}else{str=formatValue(ctx,desc.value,recurseTimes-1)}if(str.indexOf("\n")>-1){if(array){str=str.split("\n").map(function(line){return"  "+line}).join("\n").substr(2)}else{str="\n"+str.split("\n").map(function(line){return"   "+line}).join("\n")}}}else{str=ctx.stylize("[Circular]","special")}}if(isUndefined(name)){if(array&&key.match(/^\d+$/)){return 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arg==="undefined"}exports.isPrimitive=isPrimitive;exports.isBuffer=require("./support/isBuffer");function objectToString(o){return Object.prototype.toString.call(o)}function pad(n){return n<10?"0"+n.toString(10):n.toString(10)}var months=["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"];function timestamp(){var d=new Date;var time=[pad(d.getHours()),pad(d.getMinutes()),pad(d.getSeconds())].join(":");return[d.getDate(),months[d.getMonth()],time].join(" ")}exports.log=function(){console.log("%s - %s",timestamp(),exports.format.apply(exports,arguments))};exports.inherits=require("inherits");exports._extend=function(origin,add){if(!add||!isObject(add))return origin;var keys=Object.keys(add);var i=keys.length;while(i--){origin[keys[i]]=add[keys[i]]}return origin};function hasOwnProperty(obj,prop){return Object.prototype.hasOwnProperty.call(obj,prop)}}).call(this,require("_process"),typeof global!=="undefined"?global:typeof self!=="undefined"?self:typeof 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ensureArr(arr){if(util.isArray(arr)){return arr}else if(typeof arr==="string"){return arr.split("")}else{throw Error("Parameter must be a string or array.")}}exports.jarowinkler=function(a,b,t){a=ensureArr(a);b=ensureArr(b);var max,min;if(a.length>b.length){max=a;min=b}else{max=b;min=a}var threshold=t?t:.7;var weight=.1;var range=Math.floor(Math.max(max.length/2-1,0));var mIdx=[];var mFlg=[];var mi,xi,xn,c1;var matches=0;for(mi=0;mi<min.length;mi++){c1=min[mi];for(xi=Math.max(mi-range,0),xn=Math.min(mi+range+1,max.length);xi<xn;xi++){if(!mFlg[xi]&&c1===max[xi]){mIdx[mi]=xi;mFlg[xi]=true;matches++;break}}}var ma=[];var mb=[];var i,si;var trans=0;var prefix=0;for(i=0,si=0;i<min.length;i++){if(mIdx[i]>-1){ma[si]=min[i];si++}}for(i=0,si=0;i<max.length;i++){if(mFlg[i]){mb[si]=max[i];si++}}for(mi=0;mi<ma.length;mi++){if(ma[mi]!==mb[mi]){trans++}}for(mi=0;mi<min.length;mi++){if(a[mi]===b[mi]){prefix++}else{break}}var m=matches;var t=trans/2;if(!m){return 0}else{var j=(m/a.length+m/b.length+(m-t)/m)/3;var jw=j<threshold?j:j+Math.min(weight,1/max.length)*prefix*(1-j);return jw}};exports.levenshtein=function(a,b,w){a=ensureArr(a);b=ensureArr(b);if(a.length===0){return b.length}if(b.length===0){return a.length}var weights=w?w:{d:1,i:1,s:1};var v0=[];var v1=[];var vlen=b.length+1;var i,j;var cost;var mlen;for(i=0;i<vlen;i++){v0[i]=i}for(i=0;i<a.length;i++){v1[0]=i+1;for(j=0;j<b.length;j++){cost=a[i]===b[j]?0:weights.s;v1[j+1]=Math.min(v1[j]+weights.d,v0[j+1]+weights.i,v0[j]+cost)}for(j=0;j<vlen;j++){v0[j]=v1[j]}}mlen=Math.max(a.length,b.length);return(mlen-v1[b.length])/mlen};exports.ngram=function(a,b,ng){a=ensureArr(a);b=ensureArr(b);var al=a.length;var bl=b.length;var n=ng?ng:2;var cost;var i,j,ni,ti,tn,ec;var sa=[];var p=[];var d=[];var _d=[];var t_j=[];var pdl=al+1;if(al===0||bl===0){if(al===bl){return 1}else{return 0}}cost=0;if(al<n||bl<n){for(i=0,ni=Math.min(al,bl);i<ni;i++){if(a[i]===b[i]){cost++}}return cost/Math.max(al,bl)}for(i=0;i<al+n-1;i++){if(i<n-1){sa[i]=0}else{sa[i]=a[i-n+1]}}for(i=0;i<=al;i++){p[i]=i}for(j=1;j<=bl;j++){if(j<n){for(ti=0;ti<n-j;ti++){t_j[ti]=0}for(ti=n-j;ti<n;ti++){t_j[ti]=b[ti-(n-j)]}}else{t_j=b.slice(j-n,j)}d[0]=j;for(i=1;i<=al;i++){cost=0;tn=n;for(ni=0;ni<n;ni++){if(sa[i-1+ni]!==t_j[ni]){cost++}else if(sa[i-1+ni]===0){tn--}}ec=cost/tn;d[i]=Math.min(Math.min(d[i-1]+1,p[i]+1),p[i-1]+ec)}_d=p;p=d;d=_d}return 1-p[al]/Math.max(al,bl)};exports.pearson=function(a,b){var sk=[];Object.keys(a).forEach(function(k){if(b[k]){sk.push(k)}});var n=sk.length;if(n===0){return 0}var sa=sum(sk.map(function(k){return a[k]}));var sb=sum(sk.map(function(k){return b[k]}));var sas=sum(sk.map(function(k){return Math.pow(a[k],2)}));var sbs=sum(sk.map(function(k){return Math.pow(b[k],2)}));var sp=sum(sk.map(function(k){return a[k]*b[k]}));var num=sp-sa*sb/n;var den=Math.sqrt((sas-Math.pow(sa,2)/n)*(sbs-Math.pow(sb,2)/n));if(den===0){return 0}else{return num/den}};exports.jaccard=function(a,b){a=ensureArr(a);b=ensureArr(b);return _.intersection(a,b).length/_.union(a,b).length};exports.tanimoto=function(a,b){a=ensureArr(a);b=ensureArr(b);var both=_.intersection(a,b).length;return both/(a.length+b.length-both)}},{lodash:5,util:4}]},{},[]);var items=[{key:"mishacloudcom"},{key:"jamescloudcom"},{key:"#feedbackcloudcom"},{key:"#lalala.comfreenode"},{key:"#emberjsfreenode"},{key:"#reactjsfreenode"},{key:"#devcloud.com"},{key:"#ircv3-devcloud.com"},{key:"#devfreenode"}];var wuzzy=require("wuzzy");function search(alg,q){return items.map(function(item){return{score:wuzzy[alg](q,item.key),key:item.key,query:q,alg:alg}}).sort(function(a,b){return b.score-a.score})}console.table(search("jarowinkler","m"));console.table(search("levenshtein","m"));console.table(search("ngram","m"));console.table(search("jaccard","m"));console.table(search("tanimoto","m"));console.table(search("jarowinkler","feed"));console.table(search("levenshtein","feed"));console.table(search("ngram","feed"));console.table(search("jaccard","feed"));console.table(search("tanimoto","feed"));console.table(search("jarowinkler","re"));console.table(search("levenshtein","re"));console.table(search("ngram","re"));console.table(search("jaccard","re"));console.table(search("tanimoto","re"));console.table(search("jarowinkler","dev"));

package.json

{
  "name": "requirebin-sketch",
  "version": "1.0.0",
  "dependencies": {
    "wuzzy": "0.1.2"
  }
}

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