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elasticsearch.js
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elasticsearch.js
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//////////////////////////////////////////////////////////////////////
// ElasticSearch
//
"use strict";
// Use Mustache-style underscore templates
_.templateSettings = {
interpolate: /\{\{(.+?)\}\}/g
};
/**
* Meteor package which wraps the ElasticSearch NPM package and provides
* some useful helper functions.
*
* @module ElasticSearch
*/
/**
* Meteor package which wraps the ElasticSearch NPM package and provides
* some useful helper functions.
*
* NOTE: In order to use the `partialUpdate` helper function, dynamic
* groovy scripting must be enabled in
* ElasticSearch. You may enable this by adding the following line to your
* `elasticsearch.yml` config file:
*
* `script.engine.groovy.inline.update: on`
*
* @module ElasticSearch
* @class ElasticSearch
* @param {Object} [config]
* @param {String} [config.host] URL of ElasticSearch server.
* Default: "localhost:9200"
* @param {String} [config.index] Default index to use.
* @param {String} [config.type] Default type to use.
* @param {Array} [config.clientFunctions] List of functions on NPM
* ElasticSearch Client object to `Async.wrap` so you
* can use them in your Meteor app (fibers).
* Default: ['index', 'update', 'search']
*/
ElasticSearch = function (config) {
var self = this,
NpmElasticSearch = Npm.require('elasticsearch');
config = config || {};
if (!config.host) {
config.host = "localhost:9200";
}
/**
* Raw Npm ElasticSearch client. Prefer `EsClient` since its functions
* can run in Fibers.
*
* @property EsClientRaw
* @type Object
*/
self.EsClientRaw = new NpmElasticSearch.Client(config);
if (!config.clientFunctions) {
config.clientFunctions = [];
}
// ensure basic CRUD functions are there
_.each(['index', 'update', 'search'], function (fnName) {
if (-1 === config.clientFunctions.indexOf(fnName)) {
config.clientFunctions.push(fnName);
}
})
/**
* ElasticSearch client with functions `Async.wrap`-ed to allow for use
* in Meteor applications (fibers).
*
* @property EsClient
* @type Object
*/
// make client functions fiber-aware
self.EsClient = Async.wrap(self.EsClientRaw, config.clientFunctions);
/**
* Config object initialized when ElasticSearch instance was created.
*
* @property config
* @type Object
*/
self.config = config;
} // end ElasticSearch
// Static functions
_.extend(ElasticSearch, {
/**
* Takes a MongoDB mutator and returns an elasticsearch partial update.
* If it encounters operations that are not supported an error is thrown.
*
* Examples:
*
* {$set: {"profile.name": "John"}}
* => {script: "ctx._source.profile.name = \"John\""}
*
* {$unset: {"profile.age":1}}
* => {script: "ctx._source.profile.remove(\"age\")"}
*
* {$inc: {"score": 10}}
* => {script: "ctx._source.tags+=10"}
*
* {$push: {"tags": "foo"}}
* => {script: "ctx._source.tags+=\"foo\""}
*
* {$pull: {"tags": "foo"}}
* => {script: "ctx._source.tags-=\"foo\""}
*
* {$pullAll: {"tags": ["foo", "bar"]}}
* => {script: "ctx._source.tags-=\"foo\";ctx._source.tags-=\"bar\""}
*
* {$addToSet: {"tags": "foo"}}
* => {"script": "if (!ctx._source.tags) {
* ctx._source.tags = [\"foo\"];
* } else if (!ctx._source.tags.contains(\"foo\")) {
* ctx._source.tags += \"foo\";
* }"
* }
* @method mongo2es
* @param {Object} mutator MongoDB mutator object
* @return {Object} elasticsearch partial update object
* @static
*/
mongo2es: function (mutator) {
var result = {};
_.each(mutator, function (params, op) {
var transform = ElasticSearch.transforms[op],
msg,
esConversion;
if (!transform) {
msg = "[ElasticSearch.mongo2es] Error: Unsupported operation " +
"'" + op + "' encountered.";
throw new Error(msg);
}
esConversion = transform(params);
for (var fieldName in esConversion) {
if (!result[fieldName]) {
result[fieldName] = esConversion[fieldName];
} else {
result[fieldName] += ';' + esConversion[fieldName];
}
}
});
return result;
}, // end mongo2es
/**
* Retrieve the document _ids from a MongoDB query selector.
* If there are no _ids found, return null
*
* ex: {_id: "xyz"}
* ex: {_id: {$in: ["xyz", "abc"]}}
*
* @method extractIdsFromSelector
* @param {Object} selector
* @return {Array|null} _ids Array of _ids or null if no _ids found
* @static
*/
extractIdsFromSelector: function (selector) {
// ex: {_id: "xyz"}
if ("string" === typeof selector._id) {
return [selector._id];
}
// ex: {_id: {$in: ["xyz", "abc"]}}
if ("object" === typeof selector._id &&
_.isArray(selector._id.$in)) {
return selector._id.$in;
}
return null;
}, // end extractIdsFromSelector
/**
* Converters that transform a MongoDB operation into its equivalent
* ElasticSearch groovy script.
*
* @property transforms
* @type Object
* @static
*/
transforms: {
/**
* Converts MongoDB `$set` operation to the equivalent ElasticSearch
* groovy script.
*
* Supports indexed array elements ('tags.1') but throws error on
* use of '$' since we can't determine which index should be updated.
*
* @method transforms.$set
* @param {Object} params MongoDB parameter object
*
* {"profile.name": "John"}
* => {"script": "ctx._source.profile.name = \"John\""}
*
* {"tags.1": "rain gear"}
* => {"script": "ctx._source.tags[1] = \"rain gear\""}
*
* {"ratings.0.rating": 10}
* => {"script": "ctx._source.ratings[0].rating = 10"}
*
* {"ratings.$.rating": 10}
* => throws Error "'$' not supported"
* @static
*/
"$set": function (params) {
var results = [],
template = "ctx._source.{{key}} = {{value}}",
t = _.template(template);
_.each(params, function (value, key) {
var strVal,
keyParts;
if (-1 !== key.indexOf('\.$')) {
throw new Error("[ElasticSearch.mongo2es] Error: Positional variable '$' not supported in '" + key + "'. Use `update` to update the entire field.");
}
// convert specified array elements to groovy style
// ex: "ratings.0.rating" => "ratings[0].rating"
// TODO: Verify generated groovy script actually works
keyParts = _.map(key.split('.'), function (keyPart) {
if (isNumeric(keyPart)) {
return "[" + keyPart + "]";
} else {
return "." + keyPart;
}
})
if (keyParts[0][0] === '.') {
keyParts[0] = keyParts[0].substring(1);
}
if ("string" === typeof value) {
strVal = '"' + value + '"';
} else if ("number" === typeof value) {
strVal = value;
} else {
strVal = JSON.stringify(value);
strVal = strVal.replace('{', '[').replace('}', ']');
}
results.push(t({key: keyParts.join(''), value: strVal}));
});
return {script: results.join(';')};
}, // end $set
/**
* Converts MongoDB `$unset` operation to the equivalent ElasticSearch
* groovy script.
*
* @method transforms.$unset
* @param {Object} params MongoDB parameter object
*
* {"profile.age":1}
* => {script: "ctx._source.profile.remove(\"age\")"}
* @static
*/
"$unset": function (params) {
var results = [],
template = "ctx._source.{{rest}}.remove(\"{{last}}\")",
t = _.template(template);
_.each(params, function (value, key) {
var context = {},
parts = key.split('.');
if (parts.length == 1) {
results.push("ctx._source.remove(\"" + key + "\")");
} else {
context.last = parts.pop();
context.rest = parts;
results.push(t(context));
}
});
return {script: results.join(';')};
}, // end $unset
/**
* Converts MongoDB `$inc` operation to the equivalent ElasticSearch
* groovy script.
*
* @method transforms.$inc
* @param {Object} params MongoDB parameter object
*
* {"score": 10}
* => {script: "ctx._source.score+=10"}
* @static
*/
"$inc": function (params) {
var results = [],
template = "ctx._source.{{key}}+={{value}}",
t = _.template(template);
_.each(params, function (value, key) {
results.push(t({key: key, value: value}));
});
return {script: results.join(';')};
}, // end $inc
/**
* Converts MongoDB `$push` operation to the equivalent ElasticSearch
* groovy script.
*
* @method transforms.$push
* @param {Object} params MongoDB parameter object
*
* {"tags": "foo"}
* => {script: "ctx._source.tags+=\"foo\""}
*
* {"tags": {$each: ["foo", "bar"]}}
* => {script: "ctx._source.tags+=\"foo\";ctx._source.tags+=\"bar\";"}
* @static
*/
"$push": function (params) {
var results = [],
template = "ctx._source.{{key}}+=\"{{value}}\"",
t = _.template(template);
_.each(params, function (value, key) {
if (value && value.$each) {
_.each(value.$each, function (element) {
results.push(t({key: key, value: element}));
});
} else {
results.push(t({key: key, value: value}));
}
});
return {script: results.join(';')};
}, // end $push
/**
* Converts MongoDB `$pull` operation to the equivalent ElasticSearch
* groovy script.
*
* @method transforms.$pull
* @param {Object} params MongoDB parameter object
*
* {"tags": "foo"}
* => {script: "ctx._source.tags-=\"foo\""}
*
* {"tags": {$each: ["foo", "bar"]}}
* => {script: "ctx._source.tags-=\"foo\";ctx._source.tags-=\"bar\""}
* @static
*/
"$pull": function (params) {
var results = [],
template = "ctx._source.{{key}}-=\"{{value}}\"",
t = _.template(template);
_.each(params, function (value, key) {
if (value && value.$each) {
_.each(value.$each, function (element) {
results.push(t({key: key, value: element}));
})
} else {
results.push(t({key: key, value: value}));
}
});
return {script: results.join(';')};
}, // end $pull
/**
* Converts MongoDB `$pullAll` operation to the equivalent ElasticSearch
* groovy script.
*
* @method transforms.$pullAll
* @param {Object} params MongoDB parameter object
*
* {"tags": ["foo", "bar"]}
* => {script: "ctx._source.tags-=\"foo\";ctx._source.tags-=\"bar\""}
* @static
*/
"$pullAll": function (params) {
var results = [],
template = "ctx._source.{{key}}-=\"{{value}}\"",
t = _.template(template);
_.each(params, function (value, key) {
if (_.isArray(value)) {
_.each(value, function (element) {
results.push(t({key: key, value: element}));
})
} else {
results.push(t({key: key, value: value}));
}
});
return {script: results.join(';')};
}, // end $pullAll
/**
* Converts MongoDB `$addToSet` operation to the equivalent ElasticSearch
* groovy script.
*
* @method transforms.$addToSet
* @param {Object} params MongoDB parameter object
*
* {"tags": "foo"}
* => {"script": "if (!ctx._source.tags) {
* ctx._source.tags = [\"foo\"];
* } else if (!ctx._source.tags.contains(\"foo\")) {
* ctx._source.tags += \"foo\";
* }"
* }
*
* {"tags": {$each: ["foo", "bar"]}}
* => {"script": "if (!ctx._source.tags) {
* ctx._source.tags = [\"foo\"];
* } else if (!ctx._source.tags.contains(\"foo\")) {
* ctx._source.tags += \"foo\";
* };
* if (!ctx._source.tags.contains(\"bar\")) {
* ctx._source.tags += \"bar\";
* }"
* }
* @static
*/
"$addToSet": function (params) {
var results = [],
template = "if (!ctx._source.{{key}}) {" +
" ctx._source.{{key}} = [\"{{value}}\"];" +
"} else if (!ctx._source.{{key}}.contains(\"{{value}}\")) {" +
" ctx._source.{{key}} += \"{{value}}\";" +
"}",
main = _.template(template),
template2 = "if (!ctx._source.{{key}}.contains(\"{{value}}\")) {" +
" ctx._source.{{key}} += \"{{value}}\";" +
"}",
secondary = _.template(template2);
_.each(params, function (value, key) {
if (value && value.$each) {
// mutator = {$addToSet: {tags: {$each: ["foo", "bar"]}}}
_.each(value.$each, function (element, index) {
if (index === 0) {
results.push(main({key: key, value: element}));
} else {
results.push(secondary({key: key, value: element}));
}
});
} else {
results.push(main({key: key, value: value}));
}
});
return {script: results.join(';')};
} // end $addToSet
} // end transforms
}); // end _.extend ElasticSearch
// Instance functions
_.extend(ElasticSearch.prototype, {
/**
* Create a new document in ElasticSearch
*
* @method insert
* @param {Object} doc Document to insert into ElasticSearch
* @param {Object} config
* @param {String} config.index ElasticSearch index to write to.
* May be specified during class constructor call instead.
* @param {String} config.type ElasticSearch type to write to
* May be specified during class constructor call instead.
* @param {Array.string} [config.fieldsToInclude] List of document fields
* to include when writing to ElasticSearch. Useful when
* you want to filter what gets stored in ElasticSearch.
*/
insert: function (doc, config) {
var self = this,
msg;
config = config || {};
config.index = config.index || self.config.index;
if ("string" !== typeof config.index) {
msg = "[ElasticSearch.insert] Error: Missing `config.index`";
throw new Error (msg);
}
config.type = config.type || self.config.type;
if ("string" !== typeof config.type) {
msg = "[ElasticSearch.insert] Error: Missing `config.type`";
throw new Error (msg);
}
if (!doc || !doc._id) {
msg = "[ElasticSearch.insert] Error: Missing `doc._id`";
throw new Error (msg);
}
if (config.fieldsToInclude) {
if (!_.contains(config.fieldsToInclude, "_id")) {
config.fieldsToInclude.push("_id");
}
doc = _.reduce(doc, function (memo, value, key) {
if (_.contains(config.fieldsToInclude, key)) {
memo[key] = value;
}
return memo
}, {});
}
// create a document in Elastic Search
self.EsClient.index({
index: config.index,
type: config.type,
id: doc._id,
body: doc
});
}, // end insert
/**
* Update a complete or partial document in ElasticSearch.
*
* NOTE: Unlike `partialUpdate`, this function does _not_ require dynamic
* script support to be enabled in ElasticSearch. However, you will need
* to supply the complete data for each updated field, so performing a
* MongoDB update using `$addToSet` in your application would generally
* require a separate query to retrieve the actual result before updating
* ElasticSearch.
*
* @method update
* @param {Object} doc New document data to be written to ElasticSearch.
* May be a complete document or only selected fields.
* @param {Object} config
* @param {String} config.index ElasticSearch index to update
* May be specified during class constructor call instead.
* @param {String} config.type ElasticSearch type to update
* May be specified during class constructor call instead.
* @param {Array.string} [config.fieldsToInclude] List of document fields
* to include when writing to ElasticSearch. Useful when
* you want to filter what gets stored in ElasticSearch.
*/
update: function (doc, config) {
var self = this,
msg;
config = config || {};
config.index = config.index || self.config.index;
if ("string" !== typeof config.index) {
msg = "[ElasticSearch.update] Error: Missing `config.index`";
throw new Error (msg);
}
config.type = config.type || self.config.type;
if ("string" !== typeof config.type) {
msg = "[ElasticSearch.update] Error: Missing `config.type`";
throw new Error (msg);
}
if (!doc || !doc._id) {
msg = "[ElasticSearch.update] Error: Missing `doc._id`";
throw new Error (msg);
}
if (config.fieldsToInclude) {
if (!_.contains(config.fieldsToInclude, "_id")) {
config.fieldsToInclude.push("_id");
}
doc = _.filter(doc, function (value, key) {
return _.contains(config.fieldsToInclude, key);
});
}
// create a document in Elastic Search
self.EsClient.update({
index: config.index,
type: config.type,
id: doc._id,
body: {
doc: doc
}
});
}, // end update
/**
* Update data in Elastic Search.
*
* The goal of this function is to prevent unnecessary database queries when
* updating fields.
*
* This function offers more flexibility than the `update` function since
* it directly supports conversion of MongoDB operations such as `$addToSet`
* without requiring the caller provide the full, resulting object.
*
* NOTE: If document _ids can not be directly extracted from the provided
* `selector`, a query is executed against the supplied `sourceCollection`
* to retrieve the _ids.
*
* NOTE: This function requires that dynamic groovy scripting be enabled
* as outlined here:
* https://www.elastic.co/guide/en/elasticsearch/reference/current/modules-scripting.html#enable-dynamic-scripting
*
* Enable dynamic groovy scripting by adding the following line to your
* `elasticsearch.yml` config file:
*
* `script.engine.groovy.inline.update: on`
*
*
* @method partialUpdate
* @param {Object} selector MongoDB query selector
* @param {Object} mutator MongoDB update mutator
* @param {Object} config
* @param {String} config.index ElasticSearch index to update
* May be specified during class constructor call instead.
* @param {String} config.type ElasticSearch type to update
* May be specified during class constructor call instead.
* @param {Array.string} [config.fieldsToInclude] List of document fields
* to include when writing to ElasticSearch. Useful when
* you want to filter what gets stored in ElasticSearch.
* @param {Object} [config.sourceCollection] MongoDB collection object
* Used to retrieve document _ids when they are not
* explicitly set in the selector
*/
partialUpdate: function (selector, mutator, config) {
var self = this,
msg,
filteredMutator,
shouldUpdate = false,
ids,
partialUpdate;
config = config || {};
config.index = config.index || self.config.index;
if ("string" !== typeof config.index) {
msg = "[ElasticSearch.partialUpdate] Error: Missing `config.index`";
throw new Error (msg);
}
config.type = config.type || self.config.type;
if ("string" !== typeof config.type) {
msg = "[ElasticSearch.partialUpdate] Error: Missing `config.type`";
throw new Error (msg);
}
if (config.fieldsToInclude) {
filteredMutator = UpdateHelpers.filterMutator(mutator, config.fieldsToInclude);
} else {
// no specific fields to watch, update everything
filteredMutator = mutator;
}
shouldUpdate = !_.isEmpty(filteredMutator);
if (!shouldUpdate) {
return;
}
ids = ElasticSearch.extractIdsFromSelector (selector);
if (!ids) {
if (config.sourceCollection) {
objs = config.sourceCollection.find(selector,
{fields: {_id: 1}}).fetch();
} else {
msg = "[ElasticSearch.partialUpdate] Document _ids not found in " +
"`selector` and `config.sourceCollection` not set.";
throw new Error (msg);
}
}
if (!ids || ids.length == 0) {
// nothing to do
return;
}
if (ids && ids.length > 1 && !config.multi) {
// just update the element
ids = [ids[0]];
}
partialUpdate = ElasticSearch.mongo2es(filteredMutator);
_.each(ids, function (_id) {
// update each document in Elastic Search
self.EsClient.update({
index: config.index,
type: config.type,
id: _id,
body: partialUpdate
});
});
}, // end partialUpdate
/**
* Perform a query against ElasticSearch.
*
* @method search
* @param {Object} query ElasticSearch search query
* @param {Object} config
* @param {String} config.index ElasticSearch index to update
* May be specified during class constructor call instead.
* @param {String} config.type ElasticSearch type to update
* May be specified during class constructor call instead.
* @return {Object} ElasticSearch result object
*/
search: function (query, config) {
config = config || {};
if (!EsClient) {
ElasticSearch.init();
}
config.index = config.index || self.config.index;
if ("string" !== typeof config.index) {
msg = "[ElasticSearch.search] Error: Missing `config.index`";
throw new Error (msg);
}
config.type = config.type || self.config.type;
if ("string" !== typeof config.type) {
msg = "[ElasticSearch.search] Error: Missing `config.type`";
throw new Error (msg);
}
return EsClient.search({
index: config.index,
type: config.type,
body: {
query: query
}
});
} // end search
}); // end _.extend ElasticSearch.prototype
function isNumeric (n) {
return !isNaN(parseInt(n)) && isFinite(n);
}