aggregate.js
33.4 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
'use strict';
/*!
* Module dependencies
*/
const AggregationCursor = require('./cursor/AggregationCursor');
const Query = require('./query');
const applyGlobalMaxTimeMS = require('./helpers/query/applyGlobalMaxTimeMS');
const promiseOrCallback = require('./helpers/promiseOrCallback');
const stringifyFunctionOperators = require('./helpers/aggregate/stringifyFunctionOperators');
const util = require('util');
const utils = require('./utils');
const read = Query.prototype.read;
const readConcern = Query.prototype.readConcern;
/**
* Aggregate constructor used for building aggregation pipelines. Do not
* instantiate this class directly, use [Model.aggregate()](/docs/api.html#model_Model.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);
}
}
/**
* Contains options passed down to the [aggregate command](https://docs.mongodb.com/manual/reference/command/aggregate/).
* Supported options are:
*
* - `readPreference`
* - [`cursor`](./api.html#aggregate_Aggregate-cursor)
* - [`explain`](./api.html#aggregate_Aggregate-explain)
* - [`allowDiskUse`](./api.html#aggregate_Aggregate-allowDiskUse)
* - `maxTimeMS`
* - `bypassDocumentValidation`
* - `raw`
* - `promoteLongs`
* - `promoteValues`
* - `promoteBuffers`
* - [`collation`](./api.html#aggregate_Aggregate-collation)
* - `comment`
* - [`session`](./api.html#aggregate_Aggregate-session)
*
* @property options
* @memberOf Aggregate
* @api public
*/
Aggregate.prototype.options;
/**
* Get/set the model that this aggregation will execute on.
*
* ####Example:
* const aggregate = MyModel.aggregate([{ $match: { answer: 42 } }]);
* aggregate.model() === MyModel; // true
*
* // Change the model. There's rarely any reason to do this.
* aggregate.model(SomeOtherModel);
* aggregate.model() === SomeOtherModel; // true
*
* @param {Model} [model] the model to which the aggregate is to be bound
* @return {Aggregate|Model} if model is passed, will return `this`, otherwise will return the model
* @api public
*/
Aggregate.prototype.model = function(model) {
if (arguments.length === 0) {
return this._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
* const pipeline = [{ $match: { daw: 'Logic Audio X' }} ];
* aggregate.append(pipeline);
*
* @param {Object} ops operator(s) to append
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.append = function() {
const 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) {
const 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) {
const 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;
}
const 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
* @instance
* @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
* @instance
* @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
* @instance
* @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
* @instance
* @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 $geoNear http://docs.mongodb.org/manual/reference/aggregation/geoNear/
* @method near
* @memberOf Aggregate
* @instance
* @param {Object} arg
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.near = function(arg) {
const op = {};
op.$geoNear = arg;
return this.append(op);
};
/*!
* define methods
*/
'group match skip limit out'.split(' ').forEach(function($operator) {
Aggregate.prototype[$operator] = function(arg) {
const 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 '$'.
*
* ####Examples:
*
* aggregate.unwind("tags");
* aggregate.unwind("a", "b", "c");
* aggregate.unwind({ path: '$tags', preserveNullAndEmptyArrays: true });
*
* @see $unwind http://docs.mongodb.org/manual/reference/aggregation/unwind/
* @param {String|Object} fields the field(s) to unwind, either as field names or as [objects with options](https://docs.mongodb.com/manual/reference/operator/aggregation/unwind/#document-operand-with-options). If passing a string, prefixing the field name with '$' is optional. If passing an object, `path` must start with '$'.
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.unwind = function() {
const args = utils.args(arguments);
const res = [];
for (const arg of args) {
if (arg && typeof arg === 'object') {
res.push({ $unwind: arg });
} else if (typeof arg === 'string') {
res.push({
$unwind: (arg && arg.startsWith('$')) ? 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 field strings to start with '$'.
* If you are passing in a string Mongoose will prepend '$' if the specified field doesn't start '$'.
* If you are passing in an object the strings in your expression will not be altered.
*
* ####Examples:
*
* aggregate.replaceRoot("user");
*
* aggregate.replaceRoot({ x: { $concat: ['$this', '$that'] } });
*
* @see $replaceRoot https://docs.mongodb.org/manual/reference/operator/aggregation/replaceRoot
* @param {String|Object} the field or document which will become the new root document
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.replaceRoot = function(newRoot) {
let ret;
if (typeof newRoot === 'string') {
ret = newRoot.startsWith('$') ? newRoot : '$' + newRoot;
} else {
ret = newRoot;
}
return this.append({
$replaceRoot: {
newRoot: ret
}
});
};
/**
* 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({
$sortByCount: (arg && arg.startsWith('$')) ? arg : '$' + arg
});
} else {
throw new TypeError('Invalid arg "' + arg + '" to sortByCount(), ' +
'must be string or object');
}
};
/**
* Appends new custom $lookup operator 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 $graphLookup as described in the above link
* @return {Aggregate}
* @api public
*/
Aggregate.prototype.graphLookup = function(options) {
const cloneOptions = {};
if (options) {
if (!utils.isObject(options)) {
throw new TypeError('Invalid graphLookup() argument. Must be an object.');
}
utils.mergeClone(cloneOptions, options);
const startWith = cloneOptions.startWith;
if (startWith && typeof startWith === 'string') {
cloneOptions.startWith = cloneOptions.startWith.startsWith('$') ?
cloneOptions.startWith :
'$' + cloneOptions.startWith;
}
}
return this.append({ $graphLookup: cloneOptions });
};
/**
* Appends new custom $sample operator 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 $sort http://docs.mongodb.org/manual/reference/aggregation/sort/
* @param {Object|String} arg
* @return {Aggregate} this
* @api public
*/
Aggregate.prototype.sort = function(arg) {
// TODO refactor to reuse the query builder logic
const sort = {};
if (arg.constructor.name === 'Object') {
const desc = ['desc', 'descending', -1];
Object.keys(arg).forEach(function(field) {
// If sorting by text score, skip coercing into 1/-1
if (arg[field] instanceof Object && arg[field].$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;
}
const 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
* @return {Aggregate} this
* @api public
* @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;
};
/**
* Sets the readConcern level for the aggregation query.
*
* ####Example:
*
* Model.aggregate(..).readConcern('majority').exec(callback)
*
* @param {String} level one of the listed read concern level or their aliases
* @see mongodb https://docs.mongodb.com/manual/reference/read-concern/
* @return {Aggregate} this
* @api public
*/
Aggregate.prototype.readConcern = function(level) {
if (!this.options) {
this.options = {};
}
readConcern.call(this, level);
return this;
};
/**
* Appends a new $redact operator to this aggregate pipeline.
*
* If 3 arguments are supplied, Mongoose will wrap them with if-then-else of $cond operator respectively
* If `thenExpr` or `elseExpr` is string, make sure it starts with $$, like `$$DESCEND`, `$$PRUNE` or `$$KEEP`.
*
* ####Example:
*
* Model.aggregate(...)
* .redact({
* $cond: {
* if: { $eq: [ '$level', 5 ] },
* then: '$$PRUNE',
* else: '$$DESCEND'
* }
* })
* .exec();
*
* // $redact often comes with $cond operator, you can also use the following syntax provided by mongoose
* Model.aggregate(...)
* .redact({ $eq: [ '$level', 5 ] }, '$$PRUNE', '$$DESCEND')
* .exec();
*
* @param {Object} expression redact options or conditional expression
* @param {String|Object} [thenExpr] true case for the condition
* @param {String|Object} [elseExpr] false case for the condition
* @return {Aggregate} this
* @see $redact https://docs.mongodb.com/manual/reference/operator/aggregation/redact/
* @api public
*/
Aggregate.prototype.redact = function(expression, thenExpr, elseExpr) {
if (arguments.length === 3) {
if ((typeof thenExpr === 'string' && !thenExpr.startsWith('$$')) ||
(typeof elseExpr === 'string' && !elseExpr.startsWith('$$'))) {
throw new Error('If thenExpr or elseExpr is string, it must start with $$. e.g. $$DESCEND, $$PRUNE, $$KEEP');
}
expression = {
$cond: {
if: expression,
then: thenExpr,
else: elseExpr
}
};
} else if (arguments.length !== 1) {
throw new TypeError('Invalid arguments');
}
return this.append({ $redact: expression });
};
/**
* Execute the aggregation with explain
*
* ####Example:
*
* Model.aggregate(..).explain(callback)
*
* @param {Function} callback
* @return {Promise}
*/
Aggregate.prototype.explain = function(callback) {
const model = this._model;
return promiseOrCallback(callback, cb => {
if (!this._pipeline.length) {
const err = new Error('Aggregate has empty pipeline');
return cb(err);
}
prepareDiscriminatorPipeline(this);
model.hooks.execPre('aggregate', this, error => {
if (error) {
const _opts = { error: error };
return model.hooks.execPost('aggregate', this, [null], _opts, error => {
cb(error);
});
}
this.options.explain = true;
model.collection.
aggregate(this._pipeline, this.options || {}).
explain((error, result) => {
const _opts = { error: error };
return model.hooks.execPost('aggregate', this, [result], _opts, error => {
if (error) {
return cb(error);
}
return cb(null, result);
});
});
});
}, model.events);
};
/**
* Sets the allowDiskUse option for the aggregation query (ignored for < 2.6.0)
*
* ####Example:
*
* await Model.aggregate([{ $match: { foo: 'bar' } }]).allowDiskUse(true);
*
* @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;
};
/**
* Sets the hint option for the aggregation query (ignored for < 3.6.0)
*
* ####Example:
*
* Model.aggregate(..).hint({ qty: 1, category: 1 }).exec(callback)
*
* @param {Object|String} value a hint object or the index name
* @see mongodb http://docs.mongodb.org/manual/reference/command/aggregate/
*/
Aggregate.prototype.hint = function(value) {
this.options.hint = value;
return this;
};
/**
* Sets the session for this aggregation. Useful for [transactions](/docs/transactions.html).
*
* ####Example:
*
* const session = await Model.startSession();
* await Model.aggregate(..).session(session);
*
* @param {ClientSession} session
* @see mongodb http://docs.mongodb.org/manual/reference/command/aggregate/
*/
Aggregate.prototype.session = function(session) {
if (session == null) {
delete this.options.session;
} else {
this.options.session = session;
}
return this;
};
/**
* Lets you set arbitrary options, for middleware or plugins.
*
* ####Example:
*
* const 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)
* @param [options.session] ClientSession see [`Aggregate.prototype.session()`](./docs/api.html#aggregate_Aggregate-session)
* @see mongodb http://docs.mongodb.org/manual/reference/command/aggregate/
* @return {Aggregate} this
* @api public
*/
Aggregate.prototype.option = function(value) {
for (const 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:
*
* const cursor = Model.aggregate(..).cursor({ batchSize: 1000 }).exec();
* cursor.eachAsync(function(doc, i) {
* // 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)
* @return {Aggregate} this
* @api public
* @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;
};
/**
* Sets an option on this aggregation. This function will be deprecated in a
* future release. Use the [`cursor()`](./api.html#aggregate_Aggregate-cursor),
* [`collation()`](./api.html#aggregate_Aggregate-collation), etc. helpers to
* set individual options, or access `agg.options` directly.
*
* Note that MongoDB aggregations [do **not** support the `noCursorTimeout` flag](https://jira.mongodb.org/browse/SERVER-6036),
* if you try setting that flag with this function you will get a "unrecognized field 'noCursorTimeout'" error.
*
* @param {String} flag
* @param {Boolean} value
* @return {Aggregate} this
* @api public
* @deprecated Use [`.option()`](api.html#aggregate_Aggregate-option) instead. Note that MongoDB aggregations do **not** support a `noCursorTimeout` option.
*/
Aggregate.prototype.addCursorFlag = util.deprecate(function(flag, value) {
if (!this.options) {
this.options = {};
}
this.options[flag] = value;
return this;
}, 'Mongoose: `Aggregate#addCursorFlag()` is deprecated, use `option()` instead');
/**
* Adds a collation
*
* ####Example:
*
* Model.aggregate(..).collation({ locale: 'en_US', strength: 1 }).exec();
*
* @param {Object} collation options
* @return {Aggregate} this
* @api public
* @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({ $facet: options });
};
/**
* Helper for [Atlas Text Search](https://docs.atlas.mongodb.com/reference/atlas-search/tutorial/)'s
* `$search` stage.
*
* ####Example:
*
* Model.aggregate().
* search({
* text: {
* query: 'baseball',
* path: 'plot'
* }
* });
*
* // Output: [{ plot: '...', title: '...' }]
*
* @param {Object} $search options
* @return {Aggregate} this
* @see $search https://docs.atlas.mongodb.com/reference/atlas-search/tutorial/
* @api public
*/
Aggregate.prototype.search = function(options) {
return this.append({ $search: 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.
* const 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');
}
const model = this._model;
const collection = this._model.collection;
applyGlobalMaxTimeMS(this.options, model);
if (this.options && this.options.cursor) {
return new AggregationCursor(this);
}
return promiseOrCallback(callback, cb => {
prepareDiscriminatorPipeline(this);
stringifyFunctionOperators(this._pipeline);
model.hooks.execPre('aggregate', this, error => {
if (error) {
const _opts = { error: error };
return model.hooks.execPost('aggregate', this, [null], _opts, error => {
cb(error);
});
}
if (!this._pipeline.length) {
return cb(new Error('Aggregate has empty pipeline'));
}
const options = utils.clone(this.options || {});
collection.aggregate(this._pipeline, options, (error, cursor) => {
if (error) {
const _opts = { error: error };
return model.hooks.execPost('aggregate', this, [null], _opts, error => {
if (error) {
return cb(error);
}
return cb(null);
});
}
cursor.toArray((error, result) => {
const _opts = { error: error };
model.hooks.execPost('aggregate', this, [result], _opts, (error, result) => {
if (error) {
return cb(error);
}
cb(null, result);
});
});
});
});
}, model.events);
};
/**
* 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);
};
/**
* Executes the query returning a `Promise` which will be
* resolved with either the doc(s) or rejected with the error.
* Like [`.then()`](#query_Query-then), but only takes a rejection handler.
*
* @param {Function} [reject]
* @return {Promise}
* @api public
*/
Aggregate.prototype.catch = function(reject) {
return this.exec().then(null, reject);
};
/**
* Returns an asyncIterator for use with [`for/await/of` loops](https://thecodebarbarian.com/getting-started-with-async-iterators-in-node-js
* You do not need to call this function explicitly, the JavaScript runtime
* will call it for you.
*
* ####Example
*
* const agg = Model.aggregate([{ $match: { age: { $gte: 25 } } }]);
* for await (const doc of agg) {
* console.log(doc.name);
* }
*
* Node.js 10.x supports async iterators natively without any flags. You can
* enable async iterators in Node.js 8.x using the [`--harmony_async_iteration` flag](https://github.com/tc39/proposal-async-iteration/issues/117#issuecomment-346695187).
*
* **Note:** This function is not set if `Symbol.asyncIterator` is undefined. If
* `Symbol.asyncIterator` is undefined, that means your Node.js version does not
* support async iterators.
*
* @method Symbol.asyncIterator
* @memberOf Aggregate
* @instance
* @api public
*/
if (Symbol.asyncIterator != null) {
Aggregate.prototype[Symbol.asyncIterator] = function() {
return this.cursor({ useMongooseAggCursor: true }).
exec().
transformNull().
_transformForAsyncIterator();
};
}
/*!
* Helpers
*/
/**
* Checks whether an object is likely a pipeline operator
*
* @param {Object} obj object to check
* @return {Boolean}
* @api private
*/
function isOperator(obj) {
if (typeof obj !== 'object') {
return false;
}
const k = Object.keys(obj);
return k.length === 1 && k.some(key => { return key[0] === '$'; });
}
/*!
* Adds the appropriate `$match` pipeline step to the top of an aggregate's
* pipeline, should it's model is a non-root discriminator type. This is
* analogous to the `prepareDiscriminatorCriteria` function in `lib/query.js`.
*
* @param {Aggregate} aggregate Aggregate to prepare
*/
Aggregate._prepareDiscriminatorPipeline = prepareDiscriminatorPipeline;
function prepareDiscriminatorPipeline(aggregate) {
const schema = aggregate._model.schema;
const discriminatorMapping = schema && schema.discriminatorMapping;
if (discriminatorMapping && !discriminatorMapping.isRoot) {
const originalPipeline = aggregate._pipeline;
const discriminatorKey = discriminatorMapping.key;
const discriminatorValue = discriminatorMapping.value;
// If the first pipeline stage is a match and it doesn't specify a `__t`
// key, add the discriminator key to it. This allows for potential
// aggregation query optimizations not to be disturbed by this feature.
if (originalPipeline[0] && originalPipeline[0].$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 if (originalPipeline[0] && originalPipeline[0].$search) {
if (originalPipeline[1] && originalPipeline[1].$match != null) {
originalPipeline[1].$match[discriminatorKey] = originalPipeline[1].$match[discriminatorKey] || discriminatorValue;
} else {
const match = {};
match[discriminatorKey] = discriminatorValue;
originalPipeline.splice(1, 0, { $match: match });
}
} else {
const match = {};
match[discriminatorKey] = discriminatorValue;
aggregate._pipeline.unshift({ $match: match });
}
}
}
/*!
* Exports
*/
module.exports = Aggregate;