310 lines
8.5 KiB
JavaScript
310 lines
8.5 KiB
JavaScript
#!/usr/bin/env node
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/*
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* Copyright (c) 2015 Alex Yatskov <alex@foosoft.net>
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy of
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* this software and associated documentation files (the "Software"), to deal in
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* the Software without restriction, including without limitation the rights to
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* use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
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* the Software, and to permit persons to whom the Software is furnished to do so,
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* subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
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* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
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* COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
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* IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
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* CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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*/
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'use strict';
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var _ = require('underscore');
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var geolib = require('geolib');
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var mysql = require('mysql');
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var pool = null;
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function innerProduct(values1, values2) {
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var result = 0.0;
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console.assert(_.keys(values1).length == _.keys(values2).length);
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for (var feature in values1) {
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result += values1[feature] * values2[feature];
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}
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return result;
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}
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function walkMatches(data, features, minScore, callback) {
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for (var i = 0, count = data.records.length; i < count; ++i) {
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var record = data.records[i];
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var score = innerProduct(features, record.features);
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if (score >= minScore) {
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callback(record, score);
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}
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}
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}
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function countRecords(data, features, minScore) {
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var count = 0;
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walkMatches(data, features, minScore, function(record, score) {
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++count;
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});
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return count;
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}
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function findRecords(data, features, minScore) {
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var results = [];
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walkMatches(data, features, minScore, function(record, score) {
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results.push({
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name: record.name,
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url: 'http://www.tripadvisor.com' + record.relativeUrl,
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score: score,
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distance: record.distanceToUser / 1000.0,
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id: record.id
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});
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});
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results.sort(function(a, b) {
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return b.score - a.score;
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});
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return results;
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}
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function step(range, steps, callback) {
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var stepSize = (range.max - range.min) / steps;
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for (var i = 0; i < steps; ++i) {
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var stepMax = range.max - stepSize * i;
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var stepMin = stepMax - stepSize;
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var stepMid = (stepMin + stepMax) / 2;
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callback(stepMid);
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}
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}
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function project(data, features, feature, minScore, range, steps) {
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var sample = _.clone(features);
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var results = [];
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step(range, steps, function(position) {
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sample[feature] = position;
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results.push({
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sample: position,
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count: countRecords(data, sample, minScore)
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});
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});
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return results;
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}
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function buildHints(data, features, feature, minScore, range, steps) {
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var projection = project(
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data,
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features,
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feature,
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minScore,
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range,
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steps
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);
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var hints = [];
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_.each(projection, function(result) {
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hints.push({
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sample: result.sample,
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count: result.count
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});
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});
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return hints;
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}
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function loadDb(params) {
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pool = mysql.createPool(params);
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}
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function addKeyword(query, callback) {
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if (!/^[a-zA-Z0-9\s\-]+$/.test(query.keyword)) {
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callback({
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keyword: query.keyword,
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success: false
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});
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return;
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}
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getKeywords(function(keywords) {
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var values = [
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query.keyword,
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query.features.delicious,
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query.features.accomodating,
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query.features.affordable,
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query.features.atmospheric,
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query.features.nearby,
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query.features.accessible
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];
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pool.query('INSERT INTO keywords VALUES(?, ?, ?, ?, ?, ?, ?)', values, function(err) {
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callback({
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keyword: query.keyword,
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success: err === null
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});
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});
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});
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}
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function removeKeyword(query, callback) {
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pool.query('DELETE FROM keywords WHERE name=? AND name NOT IN (SELECT name FROM presets)', [query.keyword], function(err, fields) {
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callback({
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keyword: query.keyword,
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success: err === null && fields.affectedRows > 0
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});
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});
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}
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function getKeywords(callback) {
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pool.query('SELECT * FROM keywords', function(err, rows) {
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if (err) {
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throw err;
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}
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var keywords = {};
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for (var i = 0, count = rows.length; i < count; ++i) {
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var row = rows[i];
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keywords[row.name] = {
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delicious: row.delicious,
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accomodating: row.accomodating,
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affordable: row.affordable,
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atmospheric: row.atmospheric,
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nearby: row.nearby,
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accessible: row.access
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};
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}
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callback(keywords);
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});
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}
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function getRecords(geo, callback) {
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pool.query('SELECT * FROM reviews', function(err, rows) {
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if (err) {
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throw err;
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}
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var records = _.map(rows, function(row) {
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return {
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name: row.name,
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id: row.id,
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relativeUrl: row.url,
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distanceToStation: row.distanceToStation,
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geo: {
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latitude: row.latitude,
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longitude: row.longitude
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},
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features: {
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delicious: row.delicious,
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accomodating: row.accomodating,
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affordable: row.affordable,
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atmospheric: row.atmospheric
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},
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};
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});
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computeRecordGeo(records, geo, 1000.0);
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callback(records);
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});
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}
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function computeRecordGeo(records, geo, accessDist) {
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var distUserMin = Number.MAX_VALUE;
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var distUserMax = Number.MIN_VALUE;
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_.each(records, function(record) {
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record.distanceToUser = 0.0;
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if (geo) {
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record.distanceToUser = geolib.getDistance(record.geo, geo);
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}
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distUserMin = Math.min(distUserMin, record.distanceToUser);
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distUserMax = Math.max(distUserMax, record.distanceToUser);
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});
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var distUserRange = distUserMax - distUserMin;
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_.each(records, function(record) {
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record.features.nearby = -((record.distanceToUser - distUserMin) / distUserRange - 0.5) * 2.0;
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record.features.accessible = 1.0 - (record.distanceToStation / accessDist);
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record.features.accessible = Math.min(record.features.accessible, 1.0);
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record.features.accessible = Math.max(record.features.accessible, -1.0);
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});
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}
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function getData(geo, callback) {
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getKeywords(function(keywords) {
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getRecords(geo, function(records) {
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callback({
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keywords: keywords,
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records: records
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});
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});
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});
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}
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function getParameters(callback) {
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getKeywords(function(keywords) {
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callback({keywords: keywords});
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});
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}
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function execQuery(query, callback) {
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getData(query.geo, function(data) {
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var searchResults = findRecords(
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data,
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query.features,
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query.minScore
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);
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var graphColumns = {};
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for (var feature in query.features) {
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var searchHints = buildHints(
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data,
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query.features,
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feature,
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query.minScore,
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query.range,
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query.hintSteps
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);
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graphColumns[feature] = {
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value: query.features[feature],
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hints: searchHints,
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steps: query.hintSteps
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};
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}
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callback({
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columns: graphColumns,
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items: searchResults.slice(0, query.maxResults),
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count: searchResults.length
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});
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});
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}
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module.exports = {
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loadDb: loadDb,
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addKeyword: addKeyword,
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removeKeyword: removeKeyword,
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getParameters: getParameters,
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execQuery: execQuery
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};
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