aggregate.js
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/*!
* Module dependencies
*/
var AggregationCursor = require('./cursor/AggregationCursor');
var Query = require('./query');
var util = require('util');
var utils = require('./utils');
var read = Query.prototype.read;
/**
* Aggregate constructor used for building aggregation pipelines. Do not
* instantiate this class directly, use [Model.aggregate()](/docs/api.html#aggregate_aggregate) instead.
*
* ####Example:
*
* const aggregate = Model.aggregate([
* { $project: { a: 1, b: 1 } },
* { $skip: 5 }
* ]);
*
* Model.
* aggregate([{ $match: { age: { $gte: 21 }}}]).
* unwind('tags').
* exec(callback);
*
* ####Note:
*
* - The documents returned are plain javascript objects, not mongoose documents (since any shape of document can be returned).
* - Mongoose does **not** cast pipeline stages. The below will **not** work unless `_id` is a string in the database
*
* ```javascript
* new Aggregate([{ $match: { _id: '00000000000000000000000a' } }]);
* // Do this instead to cast to an ObjectId
* new Aggregate([{ $match: { _id: mongoose.Types.ObjectId('00000000000000000000000a') } }]);
* ```
*
* @see MongoDB http://docs.mongodb.org/manual/applications/aggregation/
* @see driver http://mongodb.github.com/node-mongodb-native/api-generated/collection.html#aggregate
* @param {Array} [pipeline] aggregation pipeline as an array of objects
* @api public
*/
function Aggregate(pipeline) {
this._pipeline = [];
this._model = undefined;
this.options = {};
if (arguments.length === 1 && util.isArray(pipeline)) {
this.append.apply(this, pipeline);
}
}
/**
* Binds this aggregate to a model.
*
* @param {Model} model the model to which the aggregate is to be bound
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.model = function(model) {
this._model = model;
if (model.schema != null) {
if (this.options.readPreference == null &&
model.schema.options.read != null) {
this.options.readPreference = model.schema.options.read;
}
if (this.options.collation == null &&
model.schema.options.collation != null) {
this.options.collation = model.schema.options.collation;
}
}
return this;
};
/**
* Appends new operators to this aggregate pipeline
*
* ####Examples:
*
* aggregate.append({ $project: { field: 1 }}, { $limit: 2 });
*
* // or pass an array
* var pipeline = [{ $match: { daw: 'Logic Audio X' }} ];
* aggregate.append(pipeline);
*
* @param {Object} ops operator(s) to append
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.append = function() {
var args = (arguments.length === 1 && util.isArray(arguments[0]))
? arguments[0]
: utils.args(arguments);
if (!args.every(isOperator)) {
throw new Error('Arguments must be aggregate pipeline operators');
}
this._pipeline = this._pipeline.concat(args);
return this;
};
/**
* Appends a new $addFields operator to this aggregate pipeline.
* Requires MongoDB v3.4+ to work
*
* ####Examples:
*
* // adding new fields based on existing fields
* aggregate.addFields({
* newField: '$b.nested'
* , plusTen: { $add: ['$val', 10]}
* , sub: {
* name: '$a'
* }
* })
*
* // etc
* aggregate.addFields({ salary_k: { $divide: [ "$salary", 1000 ] } });
*
* @param {Object} arg field specification
* @see $addFields https://docs.mongodb.com/manual/reference/operator/aggregation/addFields/
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.addFields = function(arg) {
var fields = {};
if (typeof arg === 'object' && !util.isArray(arg)) {
Object.keys(arg).forEach(function(field) {
fields[field] = arg[field];
});
} else {
throw new Error('Invalid addFields() argument. Must be an object');
}
return this.append({$addFields: fields});
};
/**
* Appends a new $project operator to this aggregate pipeline.
*
* Mongoose query [selection syntax](#query_Query-select) is also supported.
*
* ####Examples:
*
* // include a, include b, exclude _id
* aggregate.project("a b -_id");
*
* // or you may use object notation, useful when
* // you have keys already prefixed with a "-"
* aggregate.project({a: 1, b: 1, _id: 0});
*
* // reshaping documents
* aggregate.project({
* newField: '$b.nested'
* , plusTen: { $add: ['$val', 10]}
* , sub: {
* name: '$a'
* }
* })
*
* // etc
* aggregate.project({ salary_k: { $divide: [ "$salary", 1000 ] } });
*
* @param {Object|String} arg field specification
* @see projection http://docs.mongodb.org/manual/reference/aggregation/project/
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.project = function(arg) {
var fields = {};
if (typeof arg === 'object' && !util.isArray(arg)) {
Object.keys(arg).forEach(function(field) {
fields[field] = arg[field];
});
} else if (arguments.length === 1 && typeof arg === 'string') {
arg.split(/\s+/).forEach(function(field) {
if (!field) {
return;
}
var include = field[0] === '-' ? 0 : 1;
if (include === 0) {
field = field.substring(1);
}
fields[field] = include;
});
} else {
throw new Error('Invalid project() argument. Must be string or object');
}
return this.append({$project: fields});
};
/**
* Appends a new custom $group operator to this aggregate pipeline.
*
* ####Examples:
*
* aggregate.group({ _id: "$department" });
*
* @see $group http://docs.mongodb.org/manual/reference/aggregation/group/
* @method group
* @memberOf Aggregate
* @param {Object} arg $group operator contents
* @return {Aggregate}
* @api public
*/
/**
* Appends a new custom $match operator to this aggregate pipeline.
*
* ####Examples:
*
* aggregate.match({ department: { $in: [ "sales", "engineering" ] } });
*
* @see $match http://docs.mongodb.org/manual/reference/aggregation/match/
* @method match
* @memberOf Aggregate
* @param {Object} arg $match operator contents
* @return {Aggregate}
* @api public
*/
/**
* Appends a new $skip operator to this aggregate pipeline.
*
* ####Examples:
*
* aggregate.skip(10);
*
* @see $skip http://docs.mongodb.org/manual/reference/aggregation/skip/
* @method skip
* @memberOf Aggregate
* @param {Number} num number of records to skip before next stage
* @return {Aggregate}
* @api public
*/
/**
* Appends a new $limit operator to this aggregate pipeline.
*
* ####Examples:
*
* aggregate.limit(10);
*
* @see $limit http://docs.mongodb.org/manual/reference/aggregation/limit/
* @method limit
* @memberOf Aggregate
* @param {Number} num maximum number of records to pass to the next stage
* @return {Aggregate}
* @api public
*/
/**
* Appends a new $geoNear operator to this aggregate pipeline.
*
* ####NOTE:
*
* **MUST** be used as the first operator in the pipeline.
*
* ####Examples:
*
* aggregate.near({
* near: [40.724, -73.997],
* distanceField: "dist.calculated", // required
* maxDistance: 0.008,
* query: { type: "public" },
* includeLocs: "dist.location",
* uniqueDocs: true,
* num: 5
* });
*
* @see $geoNear http://docs.mongodb.org/manual/reference/aggregation/geoNear/
* @method near
* @memberOf Aggregate
* @param {Object} parameters
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.near = function(arg) {
var op = {};
op.$geoNear = arg;
return this.append(op);
};
/*!
* define methods
*/
'group match skip limit out'.split(' ').forEach(function($operator) {
Aggregate.prototype[$operator] = function(arg) {
var op = {};
op['$' + $operator] = arg;
return this.append(op);
};
});
/**
* Appends new custom $unwind operator(s) to this aggregate pipeline.
*
* Note that the `$unwind` operator requires the path name to start with '$'.
* Mongoose will prepend '$' if the specified field doesn't start '$'.
*
* ####Examples:
*
* aggregate.unwind("tags");
* aggregate.unwind("a", "b", "c");
*
* @see $unwind http://docs.mongodb.org/manual/reference/aggregation/unwind/
* @param {String} fields the field(s) to unwind
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.unwind = function() {
var args = utils.args(arguments);
var res = [];
for (var i = 0; i < args.length; ++i) {
var arg = args[i];
if (arg && typeof arg === 'object') {
res.push({ $unwind: arg });
} else if (typeof arg === 'string') {
res.push({
$unwind: (arg && arg.charAt(0) === '$') ? arg : '$' + arg
});
} else {
throw new Error('Invalid arg "' + arg + '" to unwind(), ' +
'must be string or object');
}
}
return this.append.apply(this, res);
};
/**
* Appends a new $replaceRoot operator to this aggregate pipeline.
*
* Note that the `$replaceRoot` operator requires the new root to start with '$'.
* Mongoose will prepend '$' if the specified field doesn't start '$'.
*
* ####Examples:
*
* aggregate.replaceRoot("user");
*
* @see $replaceRoot https://docs.mongodb.org/manual/reference/operator/aggregation/replaceRoot
* @param {String} the field which will become the new root document
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.replaceRoot = function(newRoot) {
return this.append({
$replaceRoot: {
newRoot: (newRoot && newRoot.charAt(0) === '$') ? newRoot : '$' + newRoot
}
});
};
/**
* Appends a new $count operator to this aggregate pipeline.
*
* ####Examples:
*
* aggregate.count("userCount");
*
* @see $count https://docs.mongodb.org/manual/reference/operator/aggregation/count
* @param {String} the name of the count field
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.count = function(countName) {
return this.append({ $count: countName });
};
/**
* Appends a new $sortByCount operator to this aggregate pipeline. Accepts either a string field name
* or a pipeline object.
*
* Note that the `$sortByCount` operator requires the new root to start with '$'.
* Mongoose will prepend '$' if the specified field name doesn't start with '$'.
*
* ####Examples:
*
* aggregate.sortByCount('users');
* aggregate.sortByCount({ $mergeObjects: [ "$employee", "$business" ] })
*
* @see $sortByCount https://docs.mongodb.com/manual/reference/operator/aggregation/sortByCount/
* @param {Object|String} arg
* @return {Aggregate} this
* @api public
*/
Aggregate.prototype.sortByCount = function(arg) {
if (arg && typeof arg === 'object') {
return this.append({ $sortByCount: arg });
} else if (typeof arg === 'string') {
return this.append({
$sortByCount: (arg && arg.charAt(0) === '$') ? arg : '$' + arg
});
} else {
throw new TypeError('Invalid arg "' + arg + '" to sortByCount(), ' +
'must be string or object');
}
};
/**
* Appends new custom $lookup operator(s) to this aggregate pipeline.
*
* ####Examples:
*
* aggregate.lookup({ from: 'users', localField: 'userId', foreignField: '_id', as: 'users' });
*
* @see $lookup https://docs.mongodb.org/manual/reference/operator/aggregation/lookup/#pipe._S_lookup
* @param {Object} options to $lookup as described in the above link
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.lookup = function(options) {
return this.append({$lookup: options});
};
/**
* Appends new custom $graphLookup operator(s) to this aggregate pipeline, performing a recursive search on a collection.
*
* Note that graphLookup can only consume at most 100MB of memory, and does not allow disk use even if `{ allowDiskUse: true }` is specified.
*
* #### Examples:
* // Suppose we have a collection of courses, where a document might look like `{ _id: 0, name: 'Calculus', prerequisite: 'Trigonometry'}` and `{ _id: 0, name: 'Trigonometry', prerequisite: 'Algebra' }`
* aggregate.graphLookup({ from: 'courses', startWith: '$prerequisite', connectFromField: 'prerequisite', connectToField: 'name', as: 'prerequisites', maxDepth: 3 }) // this will recursively search the 'courses' collection up to 3 prerequisites
*
* @see $graphLookup https://docs.mongodb.com/manual/reference/operator/aggregation/graphLookup/#pipe._S_graphLookup
* @param {Object} options to $graphLookup as described in the above link
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.graphLookup = function(options) {
var cloneOptions = {};
if (options) {
if (!utils.isObject(options)) {
throw new TypeError('Invalid graphLookup() argument. Must be an object.');
}
utils.mergeClone(cloneOptions, options);
var startWith = cloneOptions.startWith;
if (startWith && typeof startWith === 'string') {
cloneOptions.startWith = cloneOptions.startWith.charAt(0) === '$' ?
cloneOptions.startWith :
'$' + cloneOptions.startWith;
}
}
return this.append({ $graphLookup: cloneOptions });
};
/**
* Appends new custom $sample operator(s) to this aggregate pipeline.
*
* ####Examples:
*
* aggregate.sample(3); // Add a pipeline that picks 3 random documents
*
* @see $sample https://docs.mongodb.org/manual/reference/operator/aggregation/sample/#pipe._S_sample
* @param {Number} size number of random documents to pick
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.sample = function(size) {
return this.append({$sample: {size: size}});
};
/**
* Appends a new $sort operator to this aggregate pipeline.
*
* If an object is passed, values allowed are `asc`, `desc`, `ascending`, `descending`, `1`, and `-1`.
*
* If a string is passed, it must be a space delimited list of path names. The sort order of each path is ascending unless the path name is prefixed with `-` which will be treated as descending.
*
* ####Examples:
*
* // these are equivalent
* aggregate.sort({ field: 'asc', test: -1 });
* aggregate.sort('field -test');
*
* @see $sort http://docs.mongodb.org/manual/reference/aggregation/sort/
* @param {Object|String} arg
* @return {Aggregate} this
* @api public
*/
Aggregate.prototype.sort = function(arg) {
// TODO refactor to reuse the query builder logic
var sort = {};
if (arg.constructor.name === 'Object') {
var desc = ['desc', 'descending', -1];
Object.keys(arg).forEach(function(field) {
// If sorting by text score, skip coercing into 1/-1
if (arg[field] instanceof Object && arg[field].$meta) {
sort[field] = arg[field];
return;
}
sort[field] = desc.indexOf(arg[field]) === -1 ? 1 : -1;
});
} else if (arguments.length === 1 && typeof arg === 'string') {
arg.split(/\s+/).forEach(function(field) {
if (!field) {
return;
}
var ascend = field[0] === '-' ? -1 : 1;
if (ascend === -1) {
field = field.substring(1);
}
sort[field] = ascend;
});
} else {
throw new TypeError('Invalid sort() argument. Must be a string or object.');
}
return this.append({$sort: sort});
};
/**
* Sets the readPreference option for the aggregation query.
*
* ####Example:
*
* Model.aggregate(..).read('primaryPreferred').exec(callback)
*
* @param {String} pref one of the listed preference options or their aliases
* @param {Array} [tags] optional tags for this query
* @see mongodb http://docs.mongodb.org/manual/applications/replication/#read-preference
* @see driver http://mongodb.github.com/node-mongodb-native/driver-articles/anintroductionto1_1and2_2.html#read-preferences
*/
Aggregate.prototype.read = function(pref, tags) {
if (!this.options) {
this.options = {};
}
read.call(this, pref, tags);
return this;
};
/**
* Execute the aggregation with explain
*
* ####Example:
*
* Model.aggregate(..).explain(callback)
*
* @param {Function} callback
* @return {Promise}
*/
Aggregate.prototype.explain = function(callback) {
return utils.promiseOrCallback(callback, cb => {
if (!this._pipeline.length) {
var err = new Error('Aggregate has empty pipeline');
return cb(err);
}
prepareDiscriminatorPipeline(this);
this._model.collection.
aggregate(this._pipeline, this.options || {}).
explain(function(error, result) {
if (error) {
return cb(error);
}
cb(null, result);
});
});
};
/**
* Sets the allowDiskUse option for the aggregation query (ignored for < 2.6.0)
*
* ####Example:
*
* Model.aggregate(..).allowDiskUse(true).exec(callback)
*
* @param {Boolean} value Should tell server it can use hard drive to store data during aggregation.
* @param {Array} [tags] optional tags for this query
* @see mongodb http://docs.mongodb.org/manual/reference/command/aggregate/
*/
Aggregate.prototype.allowDiskUse = function(value) {
this.options.allowDiskUse = value;
return this;
};
/**
* Lets you set arbitrary options, for middleware or plugins.
*
* ####Example:
*
* var agg = Model.aggregate(..).option({ allowDiskUse: true }); // Set the `allowDiskUse` option
* agg.options; // `{ allowDiskUse: true }`
*
* @param {Object} options keys to merge into current options
* @param [options.maxTimeMS] number limits the time this aggregation will run, see [MongoDB docs on `maxTimeMS`](https://docs.mongodb.com/manual/reference/operator/meta/maxTimeMS/)
* @param [options.allowDiskUse] boolean if true, the MongoDB server will use the hard drive to store data during this aggregation
* @param [options.collation] object see [`Aggregate.prototype.collation()`](./docs/api.html#aggregate_Aggregate-collation)
* @see mongodb http://docs.mongodb.org/manual/reference/command/aggregate/
* @return {Aggregate} this
* @api public
*/
Aggregate.prototype.option = function(value) {
for (var key in value) {
this.options[key] = value[key];
}
return this;
};
/**
* Sets the cursor option option for the aggregation query (ignored for < 2.6.0).
* Note the different syntax below: .exec() returns a cursor object, and no callback
* is necessary.
*
* ####Example:
*
* var cursor = Model.aggregate(..).cursor({ batchSize: 1000 }).exec();
* cursor.each(function(error, doc) {
* // use doc
* });
*
* @param {Object} options
* @param {Number} options.batchSize set the cursor batch size
* @param {Boolean} [options.useMongooseAggCursor] use experimental mongoose-specific aggregation cursor (for `eachAsync()` and other query cursor semantics)
* @see mongodb http://mongodb.github.io/node-mongodb-native/2.0/api/AggregationCursor.html
*/
Aggregate.prototype.cursor = function(options) {
if (!this.options) {
this.options = {};
}
this.options.cursor = options || {};
return this;
};
/**
* Adds a [cursor flag](http://mongodb.github.io/node-mongodb-native/2.2/api/Cursor.html#addCursorFlag)
*
* ####Example:
*
* Model.aggregate(..).addCursorFlag('noCursorTimeout', true).exec();
*
* @param {String} flag
* @param {Boolean} value
* @see mongodb http://mongodb.github.io/node-mongodb-native/2.2/api/Cursor.html#addCursorFlag
*/
Aggregate.prototype.addCursorFlag = function(flag, value) {
if (!this.options) {
this.options = {};
}
this.options[flag] = value;
return this;
};
/**
* Adds a collation
*
* ####Example:
*
* Model.aggregate(..).collation({ locale: 'en_US', strength: 1 }).exec();
*
* @param {Object} collation options
* @see mongodb http://mongodb.github.io/node-mongodb-native/2.2/api/Collection.html#aggregate
*/
Aggregate.prototype.collation = function(collation) {
if (!this.options) {
this.options = {};
}
this.options.collation = collation;
return this;
};
/**
* Combines multiple aggregation pipelines.
*
* ####Example:
* Model.aggregate(...)
* .facet({
* books: [{ groupBy: '$author' }],
* price: [{ $bucketAuto: { groupBy: '$price', buckets: 2 } }]
* })
* .exec();
*
* // Output: { books: [...], price: [{...}, {...}] }
*
* @param {Object} facet options
* @return {Aggregate} this
* @see $facet https://docs.mongodb.com/v3.4/reference/operator/aggregation/facet/
* @api public
*/
Aggregate.prototype.facet = function(options) {
return this.append({$facet: options});
};
/**
* Returns the current pipeline
*
* ####Example:
*
* MyModel.aggregate().match({ test: 1 }).pipeline(); // [{ $match: { test: 1 } }]
*
* @return {Array}
* @api public
*/
Aggregate.prototype.pipeline = function() {
return this._pipeline;
};
/**
* Executes the aggregate pipeline on the currently bound Model.
*
* ####Example:
*
* aggregate.exec(callback);
*
* // Because a promise is returned, the `callback` is optional.
* var promise = aggregate.exec();
* promise.then(..);
*
* @see Promise #promise_Promise
* @param {Function} [callback]
* @return {Promise}
* @api public
*/
Aggregate.prototype.exec = function(callback) {
if (!this._model) {
throw new Error('Aggregate not bound to any Model');
}
var model = this._model;
var options = utils.clone(this.options || {});
var pipeline = this._pipeline;
var collection = this._model.collection;
if (options && options.cursor) {
return new AggregationCursor(this);
}
return utils.promiseOrCallback(callback, cb => {
if (!pipeline.length) {
var err = new Error('Aggregate has empty pipeline');
return cb(err);
}
prepareDiscriminatorPipeline(this);
model.hooks.execPre('aggregate', this, error => {
if (error) {
var _opts = { error: error };
return model.hooks.execPost('aggregate', this, [null], _opts, error => {
cb(error);
});
}
collection.aggregate(pipeline, options, (error, cursor) => {
if (error) {
var _opts = { error: error };
return model.hooks.execPost('aggregate', this, [null], _opts, error => {
if (error) {
return cb(error);
}
return cb(null);
});
}
cursor.toArray((error, result) => {
var _opts = { error: error };
model.hooks.execPost('aggregate', this, [result], _opts, (error, result) => {
if (error) {
return cb(error);
}
cb(null, result);
});
});
});
});
});
};
/**
* Provides promise for aggregate.
*
* ####Example:
*
* Model.aggregate(..).then(successCallback, errorCallback);
*
* @see Promise #promise_Promise
* @param {Function} [resolve] successCallback
* @param {Function} [reject] errorCallback
* @return {Promise}
*/
Aggregate.prototype.then = function(resolve, reject) {
return this.exec().then(resolve, reject);
};
/*!
* Helpers
*/
/**
* Checks whether an object is likely a pipeline operator
*
* @param {Object} obj object to check
* @return {Boolean}
* @api private
*/
function isOperator(obj) {
var k;
if (typeof obj !== 'object') {
return false;
}
k = Object.keys(obj);
return k.length === 1 && k
.some(function(key) {
return key[0] === '$';
});
}
/*!
* Adds the appropriate `$match` pipeline step to the top of an aggregate's
* pipeline, should it's model is a non-root discriminator type. This is
* analogous to the `prepareDiscriminatorCriteria` function in `lib/query.js`.
*
* @param {Aggregate} aggregate Aggregate to prepare
*/
Aggregate._prepareDiscriminatorPipeline = prepareDiscriminatorPipeline;
function prepareDiscriminatorPipeline(aggregate) {
var schema = aggregate._model.schema,
discriminatorMapping = schema && schema.discriminatorMapping;
if (discriminatorMapping && !discriminatorMapping.isRoot) {
var originalPipeline = aggregate._pipeline,
discriminatorKey = discriminatorMapping.key,
discriminatorValue = discriminatorMapping.value;
// If the first pipeline stage is a match and it doesn't specify a `__t`
// key, add the discriminator key to it. This allows for potential
// aggregation query optimizations not to be disturbed by this feature.
if (originalPipeline[0] && originalPipeline[0].$match && !originalPipeline[0].$match[discriminatorKey]) {
originalPipeline[0].$match[discriminatorKey] = discriminatorValue;
// `originalPipeline` is a ref, so there's no need for
// aggregate._pipeline = originalPipeline
} else if (originalPipeline[0] && originalPipeline[0].$geoNear) {
originalPipeline[0].$geoNear.query =
originalPipeline[0].$geoNear.query || {};
originalPipeline[0].$geoNear.query[discriminatorKey] = discriminatorValue;
} else {
var match = {};
match[discriminatorKey] = discriminatorValue;
aggregate._pipeline.unshift({ $match: match });
}
}
}
/*!
* Exports
*/
module.exports = Aggregate;