#!/usr/bin/env node /* * Copyright (c) 2015 Alex Yatskov * * Permission is hereby granted, free of charge, to any person obtaining a copy of * this software and associated documentation files (the "Software"), to deal in * the Software without restriction, including without limitation the rights to * use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of * the Software, and to permit persons to whom the Software is furnished to do so, * subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS * FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR * COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER * IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN * CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ 'use strict'; var _ = require('underscore'); var geolib = require('geolib'); var mysql = require('mysql'); var pool = null; function innerProduct(values1, values2) { var result = 0.0; for (var feature in values1) { if (feature in values2) { result += values1[feature] * values2[feature]; } } return result; } function walkMatches(data, features, minScore, callback) { for (var i = 0, count = data.length; i < count; ++i) { var record = data[i]; var score = innerProduct(features, record.features); if (score >= minScore) { callback(record, score); } } } function countRecords(data, features, minScore) { var count = 0; walkMatches(data, features, minScore, function(record, score) { ++count; }); return count; } function findRecords(data, features, minScore) { var results = []; walkMatches(data, features, minScore, function(record, score) { results.push({ name: record.name, score: score, distanceToUser: record.distanceToUser / 1000.0, distanceToStn: record.distanceToStn / 1000.0, closestStn: record.closestStn, id: record.id }); }); results.sort(function(a, b) { return b.score - a.score; }); return results; } function step(range, steps, callback) { var stepSize = (range.max - range.min) / steps; for (var i = 0; i < steps; ++i) { var stepMax = range.max - stepSize * i; var stepMin = stepMax - stepSize; var stepMid = (stepMin + stepMax) / 2; callback(stepMid); } } function project(data, features, feature, minScore, range, steps) { var sample = _.clone(features); var results = []; step(range, steps, function(position) { sample[feature] = position; results.push({ sample: position, count: countRecords(data, sample, minScore) }); }); return results; } function buildHints(data, features, feature, minScore, range, steps) { var projection = project( data, features, feature, minScore, range, steps ); var hints = []; _.each(projection, function(result) { hints.push({ sample: result.sample, count: result.count }); }); return hints; } function loadDb(params) { pool = mysql.createPool(params); } function getRecords(context, callback) { pool.query('SELECT * FROM reviews', function(err, rows) { if (err) { throw err; } var records = _.map(rows, function(row) { return { name: row.name, id: row.id, closestStn: row.closestStn, distanceToStn: row.distanceToStn, geo: { latitude: row.latitude, longitude: row.longitude }, features: { delicious: row.delicious, accomodating: row.accomodating, affordable: row.affordable, atmospheric: row.atmospheric }, }; }); computeRecordGeo(records, context); callback(records); }); } function computeRecordGeo(records, context) { var distUserMin = Number.MAX_VALUE; var distUserMax = Number.MIN_VALUE; _.each(records, function(record) { record.distanceToUser = 0.0; if (context.geo) { record.distanceToUser = geolib.getDistance(record.geo, context.geo); } distUserMin = Math.min(distUserMin, record.distanceToUser); distUserMax = Math.max(distUserMax, record.distanceToUser); }); var distUserRange = distUserMax - distUserMin; _.each(records, function(record) { record.features.nearby = -((record.distanceToUser - distUserMin) / distUserRange - 0.5) * 2.0; record.features.accessible = 1.0 - (record.distanceToStn / context.walkingDist); record.features.accessible = Math.min(record.features.accessible, 1.0); record.features.accessible = Math.max(record.features.accessible, -1.0); }); } function sanitizeQuery(query) { var keys = [ 'delicious', 'accomodating', 'affordable', 'atmospheric', 'nearby', 'accessible' ]; var features = {}; _.each(keys, function(key) { features[key] = _.has(query.features, key) ? query.features[key] : 0; }); query.features = features; for (var category in query.profile) { if (parseFloat(query.profile[category]) === 0) { delete query.profile[category]; } } } function getCategories(callback) { pool.query('SELECT * FROM categories', function(err, rows) { if (err) { throw err; } var categories = _.map(rows, function(row) { return {id: row.id, description: row.description}; }); callback(categories); }); } function addCategory(query, callback) { var description = query.description.trim(); if (description) { pool.query('INSERT INTO categories(description) VALUES(?)', [description], function(err, info) { if (err) { throw err; } callback({ id: info.insertId, description: description, success: true }); }); } else { callback({success: false}); } } function accessReview(query, callback) { pool.query('SELECT url FROM reviews WHERE id = (?) LIMIT 1', [query.id], function(err, rows) { if (err) { throw err; } var results = { success: rows.length > 0 }; if (results.success) { results.url = 'http://www.tripadvisor.com' + rows[0].url; pool.query('INSERT INTO history(date, reviewId) VALUES(NOW(), ?)', [query.id], function(err, info) { if (err) { throw err; } for (var categoryId in query.profile) { pool.query( 'INSERT INTO historyGroups(categoryId, categoryValue, historyId) VALUES(?, ?, ?)', [categoryId, query.profile[categoryId], info.insertId] ); } }); } callback(results); }); } function runQuery(query, callback) { sanitizeQuery(query); var context = { geo: query.geo, walkingDist: query.walkingDist * 1000.0 }; getRecords(context, function(data) { var searchResults = findRecords( data, query.features, query.minScore ); var graphColumns = {}; for (var feature in query.features) { var searchHints = buildHints( data, query.features, feature, query.minScore, query.range, query.hintSteps ); graphColumns[feature] = { value: query.features[feature], hints: searchHints, steps: query.hintSteps }; } callback({ columns: graphColumns, items: searchResults.slice(0, query.maxResults), count: searchResults.length }); }); } module.exports = { loadDb: loadDb, runQuery: runQuery, getCategories: getCategories, addCategory: addCategory, accessReview: accessReview };