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'use strict';
//dependencies
var _ = require('lodash');
var glossary = require('glossary');
var async = require('async');
function normalizeKeywords(keywords) {
//remove falsey values
keywords = _.compact(keywords);
//trim and convert to lower case
keywords = _.map(keywords, function(keyword) {
return _.trim(keyword).toLowerCase();
});
//TODO other keywords normalization
//take unique keywords
keywords = _.unique(_.compact(keywords));
return keywords;
}
function parseKeywords(content, options, done) {
//normalize options
options = options || {};
//default keywords extractor
function extractor(content, finish) {
try {
var keywords = glossary.extract(content, options);
finish(null, keywords);
} catch (e) {
finish(e);
}
}
//deduce keywords extraction function
var extract =
options && options.extract ? options.extract : extractor;
//extract content keyword
extract(content, function(error, keywords) {
if (error) {
done(error);
} else {
//return normalized keywords
keywords = normalizeKeywords(keywords);
done(null, keywords);
}
});
}
module.exports = exports = function(schema, options) {
//prepare default fields
//by iterate over schema paths and collect string fields
var fields = [];
schema.eachPath(function(pathName, schemaType) {
var type = schemaType.instance;
if (schemaType.casterConstructor) {
type = schemaType.casterConstructor.schemaName;
}
if (type === 'String') {
fields = _.compact(_.union(fields, [pathName]));
}
});
//merge default and provided options
options = options || {};
// schema field used to store keywords
options.keywordField = options.keywordField || 'keywords';
//additional words to remove from keywords
options.blacklist = options.blacklist || [];
//fields to be used as source of keywords
options.fields = options.fields || fields;
//language to use for searching
options.language = options.language || 'english';
//prepare keyword schema attribute
var attribute = {};
attribute[options.keywordField] = {
type: [String],
index: 'text' //ensure text index
};
schema.add(attribute);
//schema instance methods
/**
* @description update current document keywords collection by union
* provided keywords and ones extracted/computed from fields
* @param {String|Array<String>} [keywords] additinal keywords
* @param {Function} [done] a callback to invoke on success or error
*/
schema.methods.keywordize = function(keywords, done) {
//this refer to model instance context
if (_.isFunction(keywords)) {
done = keywords;
keywords = [];
}
//deduce keywords
keywords =
keywords && _.isString(keywords) ? keywords.split(' ') : [].concat(keywords);
//honor existing set`ed` keywords
keywords = _.union(keywords, this.get(options.keywordField));
//iterate source fields to obtain keywords parsing work
var works = _.map(options.fields, function(field) {
//get field value
var value = this.get(field);
if (value) {
value = _.isArray(value) ? value : [value];
return function(next) {
//parse keywords from it
value = parseKeywords(value.join(' '), options, next);
};
}
}.bind(this));
//extract keywords from each field in parallel
async.parallel(_.compact(works), function(error, _keywords) {
if (error) {
done(error);
} else {
_keywords = _.flatten(_keywords);
_keywords = _.union(_keywords, keywords);
_keywords = _.compact(_keywords);
this.set(options.keywordField, _keywords);
done(null, this);
}
}.bind(this));
};
/**
* @description update current document keywords collection by removing
* provided keywords
* @param {String|Array<String>} [keywords] additinal keywords
*/
schema.methods.unkeywordize = function(unkeywords) {
//this refer to model instance context
unkeywords = unkeywords || [];
if (!_.isArray(unkeywords)) {
unkeywords = [unkeywords];
}
//get current keywords
var keywords = this.get(options.keywordField);
//remove unwanted keywords
keywords = _.without(keywords, unkeywords.join(', '));
//compact remain keywords
keywords = _.compact(keywords);
//set keywords
this.set(options.keywordField, keywords);
};
//schema static methods
/**
* @description search and score stored documents based on the provided
* keyword
* @param {String|Array<String>} [keywords] search string
* @param {Object} [searchOptions] valid mongodb text search options
* @param {Function} callback a function to invoke on success or failure
* @return {Query} valid mongoose query
*/
schema.statics.search = function(keywords, searchOptions, callback) {
//this refer to schema static context
//normalize arguments
if (keywords && _.isFunction(keywords)) {
callback = keywords;
keywords = '';
searchOptions = {};
}
if ((_.isArray(keywords) || _.isString(keywords)) && _.isFunction(searchOptions)) {
callback = searchOptions;
searchOptions = {};
}
//normalize keywords
keywords =
keywords && _.isArray(keywords) ? keywords.join(' ') : keywords;
//perform search
async.waterfall([
function normalize(next) {
parseKeywords(keywords, options, next);
},
function executeSearch(keywords, next) {
keywords = keywords.join(' ').toLowerCase().trim();
//prepare text search criteria
var $text = _.merge({}, {
$language: options.language
}, searchOptions, {
$search: keywords
});
//prepare query
var query;
//use normal find query if no search keywords
if (!keywords || keywords.length <= 0) {
query = this.find({});
}
//if there are search strings
//prepare mongoose text search query
else {
query = this.find({
$text: $text
}, {
score: {
$meta: 'textScore'
}
})
.sort({
score: {
$meta: 'textScore'
}
});
}
//execute query
query.exec(next);
}.bind(this)
], callback);
};
//schema middlewares
/**
* @description keywordize instance before save
*/
schema.pre('save', function(next) {
//this refer to model instance context
//check for changed fields
var changed = this.isNew || _.some(options.fields, function(field) {
return this.isModified(field);
}.bind(this));
if (changed) {
return this.keywordize(next);
} else {
return next();
}
});
};