'use strict'; function innerProduct(values1, values2) { var result = 0; for (var feature in values1) { result += values1[feature] * (values2[feature] || 0.0); } return result; } function searchData(queryParams, minScore) { var results = []; for (var i = 0, count = DATA_RECORDS.length; i < count; ++i) { var record = DATA_RECORDS[i]; var score = innerProduct(queryParams, record['rating']); if (score >= minScore) { results.push({ name: record['name'], url: 'http://www.tripadvisor.com' + record['relativeUrl'], score: score }); } } results.sort(function(a, b) { return b.score - a.score; }); return results; } function searchStepper(range, steps, callback) { var stepSize = range.getLength() / steps; for (var i = 0; i < steps; ++i) { var stepMax = range.end - stepSize * i; var stepMin = stepMax - stepSize; var stepMid = (stepMin + stepMax) / 2; callback(stepMid); } } function searchProjection(queryParams, minScore, feature, range, steps) { var testParams = _.clone(queryParams); var results = []; searchStepper(range, steps, function(position) { testParams[feature] = position; results.push({ 'sample': position, 'values': searchData(testParams, minScore) }); }); return results; } function searchProjection2d(queryParams, minScore, feature1, feature2, range, steps) { var testParams = _.clone(queryParams); var results = []; searchStepper(range, steps, function(sampleX) { testParams[feature1] = sampleX; searchStepper(range, steps, function(sampleY) { testParams[feature2] = sampleY; results.push({ 'sampleX': sampleX, 'sampleY': sampleY, 'values': searchData(testParams, minScore) }); }); }); return results; } function searchBuildHints(queryParams, minScore, feature, range, steps) { var projection = searchProjection( queryParams, minScore, feature, range, steps ); var hints = []; _.each(projection, function(result) { hints.push({ 'sample': result.sample, 'count': result.values.length }); }); return hints; } function searchBuildHints2d(queryParams, minScore, feature1, feature2, range, steps) { var projection = searchProjection2d( queryParams, minScore, feature1, feature2, range, steps ); var hints = []; _.each(projection, function(result) { hints.push({ 'sampleX': result.sampleX, 'sampleY': result.sampleY, 'count': result.values.length }); }); return hints; } function outputResults(results, maxResults) { $('#results').empty(); $('#count').text(results.length); results = results.splice(0, maxResults); var template = Handlebars.compile($('#template').html()); $('#results').append(template({'results': results})); } function onAdjust(name, value) { var wa = window.adjuster; var wg = window.grapher; wa.queryParams[name] = value; console.log(wa.queryParams); var hintData = {}; _.each(wg.getColumnNames(), function(name) { hintData[name] = searchBuildHints(wa.queryParams, wa.minScore, name, wa.searchRange, wa.hintSteps); }); wg.setColumnHints(hintData); var results = searchData(wa.queryParams, wa.minScore); outputResults(results, wa.maxResults); } function onQuery() { var query = $('#query').val(); var minScore = parseInt($('#minScore').val()) || 1.0; var hintSteps = parseInt($('#hintSteps').val()) || 20; var maxResults = parseInt($('#maxResults').val()) || 100; var useLocalScale = true; var useRelativeScale = true; console.assert(query in DATA_KEYWORDS); var queryParams = DATA_KEYWORDS[query]; var searchRange = new goog.math.Range(-1.0, 1.0); var graphColumns = {}; for (var feature in queryParams) { var hints = searchBuildHints( queryParams, minScore, feature, searchRange, hintSteps ); graphColumns[feature] = { 'color': '#607080', 'value': queryParams[feature], 'hints': hints, 'steps': hintSteps } } window.adjuster = { queryParams: queryParams, searchRange: searchRange, hintSteps: hintSteps, minScore: minScore, maxResults: maxResults }; window.grapher = new Grapher('grapher', searchRange, useLocalScale, useRelativeScale); window.grapher.setColumns(graphColumns); window.grapher.setValueChangedListener(onAdjust); var results = searchData(queryParams, minScore); outputResults(results, maxResults); $('#keyword').text(query); $('#useLocalScale').prop('checked', useLocalScale); $('#useRelativeScale').prop('checked', useRelativeScale); $('#useLocalScale').click(function() { var useLocalScale = $('#useLocalScale').is(':checked'); window.grapher.setUseLocalScale(useLocalScale); }); $('#useRelativeScale').click(function() { var useRelativeScale = $('#useRelativeScale').is(':checked'); window.grapher.setUseRelativeScale(useRelativeScale); }); $('#input').fadeOut(function() { $('#output').fadeIn(); }); } $(document).ready(function() { $.getJSON('/node/hscd/keywords', function(data) { for (var keyword in data) { $('#query').append($('', { 'value': keyword, 'text': keyword })); } }); });