-
Notifications
You must be signed in to change notification settings - Fork 273
/
transform.go
618 lines (462 loc) · 15.2 KB
/
transform.go
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
package funk
import (
"fmt"
"math/rand"
"reflect"
"strings"
)
// Chunk creates an array of elements split into groups with the length of size.
// If array can't be split evenly, the final chunk will be
// the remaining element.
func Chunk(arr interface{}, size int) interface{} {
if !IsIteratee(arr) {
panic("First parameter must be neither array nor slice")
}
if size == 0 {
return arr
}
arrValue := reflect.ValueOf(arr)
arrType := arrValue.Type()
resultSliceType := reflect.SliceOf(arrType)
// Initialize final result slice which will contains slice
resultSlice := reflect.MakeSlice(resultSliceType, 0, 0)
itemType := arrType.Elem()
var itemSlice reflect.Value
itemSliceType := reflect.SliceOf(itemType)
length := arrValue.Len()
for i := 0; i < length; i++ {
if i%size == 0 || i == 0 {
if itemSlice.Kind() != reflect.Invalid {
resultSlice = reflect.Append(resultSlice, itemSlice)
}
itemSlice = reflect.MakeSlice(itemSliceType, 0, 0)
}
itemSlice = reflect.Append(itemSlice, arrValue.Index(i))
if i == length-1 {
resultSlice = reflect.Append(resultSlice, itemSlice)
}
}
return resultSlice.Interface()
}
// ToMap transforms a collection of instances to a Map.
// []T => map[type of T.<pivot>]T
func ToMap(in interface{}, pivot string) interface{} {
// input value must be a collection
if !IsCollection(in) {
panic(fmt.Sprintf("%v must be a slict or an array", in))
}
value := reflect.ValueOf(in)
inType := value.Type()
structType := inType.Elem()
// retrieve the struct in the slice to deduce key type
if structType.Kind() == reflect.Ptr {
structType = structType.Elem()
}
field, ok := structType.FieldByName(pivot)
if !ok {
panic(fmt.Sprintf("`%s` must be a field of the struct %s", pivot, structType.Name()))
}
// value of the map will be the input type
collectionType := reflect.MapOf(field.Type, inType.Elem())
// create a map from scratch
collection := reflect.MakeMap(collectionType)
for i := 0; i < value.Len(); i++ {
instance := value.Index(i)
var field reflect.Value
if instance.Kind() == reflect.Ptr {
field = instance.Elem().FieldByName(pivot)
} else {
field = instance.FieldByName(pivot)
}
collection.SetMapIndex(field, instance)
}
return collection.Interface()
}
// ToSet transforms a collection of instances to a Set.
// []T => map[T]struct{}
func ToSet(in interface{}) interface{} {
// input value must be a collection
if !IsCollection(in) {
panic(fmt.Sprintf("%v must be a slice or an array", in))
}
var (
empty = struct{}{}
emptyType = reflect.TypeOf(empty)
emptyValue = reflect.ValueOf(empty)
)
value := reflect.ValueOf(in)
elemType := value.Type().Elem()
// key of the set will be the input type
collection := reflect.MakeMap(reflect.MapOf(elemType, emptyType))
for i := 0; i < value.Len(); i++ {
collection.SetMapIndex(value.Index(i), emptyValue)
}
return collection.Interface()
}
func mapSlice(arrValue reflect.Value, funcValue reflect.Value) reflect.Value {
funcType := funcValue.Type()
if funcType.NumIn() != 1 || funcType.NumOut() == 0 || funcType.NumOut() > 2 {
panic("Map function with an array must have one parameter and must return one or two parameters")
}
arrElemType := arrValue.Type().Elem()
// Checking whether element type is convertible to function's first argument's type.
if !arrElemType.ConvertibleTo(funcType.In(0)) {
panic("Map function's argument is not compatible with type of array.")
}
if funcType.NumOut() == 1 {
// Get slice type corresponding to function's return value's type.
resultSliceType := reflect.SliceOf(funcType.Out(0))
// MakeSlice takes a slice kind type, and makes a slice.
resultSlice := reflect.MakeSlice(resultSliceType, 0, 0)
for i := 0; i < arrValue.Len(); i++ {
result := funcValue.Call([]reflect.Value{arrValue.Index(i)})[0]
resultSlice = reflect.Append(resultSlice, result)
}
return resultSlice
}
if funcType.NumOut() == 2 {
// value of the map will be the input type
collectionType := reflect.MapOf(funcType.Out(0), funcType.Out(1))
// create a map from scratch
collection := reflect.MakeMap(collectionType)
for i := 0; i < arrValue.Len(); i++ {
results := funcValue.Call([]reflect.Value{arrValue.Index(i)})
collection.SetMapIndex(results[0], results[1])
}
return collection
}
return reflect.Value{}
}
func mapMap(arrValue reflect.Value, funcValue reflect.Value) reflect.Value {
funcType := funcValue.Type()
if funcType.NumIn() != 2 || funcType.NumOut() == 0 || funcType.NumOut() > 2 {
panic("Map function with a map must have two parameters and must return one or two parameters")
}
// Only one returned parameter, should be a slice
if funcType.NumOut() == 1 {
// Get slice type corresponding to function's return value's type.
resultSliceType := reflect.SliceOf(funcType.Out(0))
// MakeSlice takes a slice kind type, and makes a slice.
resultSlice := reflect.MakeSlice(resultSliceType, 0, 0)
for _, key := range arrValue.MapKeys() {
results := funcValue.Call([]reflect.Value{key, arrValue.MapIndex(key)})
result := results[0]
resultSlice = reflect.Append(resultSlice, result)
}
return resultSlice
}
// two parameters, should be a map
if funcType.NumOut() == 2 {
// value of the map will be the input type
collectionType := reflect.MapOf(funcType.Out(0), funcType.Out(1))
// create a map from scratch
collection := reflect.MakeMap(collectionType)
for _, key := range arrValue.MapKeys() {
results := funcValue.Call([]reflect.Value{key, arrValue.MapIndex(key)})
collection.SetMapIndex(results[0], results[1])
}
return collection
}
return reflect.Value{}
}
// Map manipulates an iteratee and transforms it to another type.
func Map(arr interface{}, mapFunc interface{}) interface{} {
result := mapFn(arr, mapFunc, "Map")
if result.IsValid() {
return result.Interface()
}
return nil
}
func mapFn(arr interface{}, mapFunc interface{}, funcName string) reflect.Value {
if !IsIteratee(arr) {
panic("First parameter must be an iteratee")
}
if !IsFunction(mapFunc) {
panic("Second argument must be function")
}
var (
funcValue = reflect.ValueOf(mapFunc)
arrValue = reflect.ValueOf(arr)
arrType = arrValue.Type()
)
kind := arrType.Kind()
if kind == reflect.Slice || kind == reflect.Array {
return mapSlice(arrValue, funcValue)
} else if kind == reflect.Map {
return mapMap(arrValue, funcValue)
}
panic(fmt.Sprintf("Type %s is not supported by "+funcName, arrType.String()))
}
// FlatMap manipulates an iteratee and transforms it to a flattened collection of another type.
func FlatMap(arr interface{}, mapFunc interface{}) interface{} {
result := mapFn(arr, mapFunc, "FlatMap")
if result.IsValid() {
return flatten(result).Interface()
}
return nil
}
// Flatten flattens a two-dimensional array.
func Flatten(out interface{}) interface{} {
return flatten(reflect.ValueOf(out)).Interface()
}
func flatten(value reflect.Value) reflect.Value {
sliceType := value.Type()
if (value.Kind() != reflect.Slice && value.Kind() != reflect.Array) ||
(sliceType.Elem().Kind() != reflect.Slice && sliceType.Elem().Kind() != reflect.Array) {
panic("Argument must be an array or slice of at least two dimensions")
}
resultSliceType := sliceType.Elem().Elem()
resultSlice := reflect.MakeSlice(reflect.SliceOf(resultSliceType), 0, 0)
length := value.Len()
for i := 0; i < length; i++ {
item := value.Index(i)
resultSlice = reflect.AppendSlice(resultSlice, item)
}
return resultSlice
}
// FlattenDeep recursively flattens array.
func FlattenDeep(out interface{}) interface{} {
return flattenDeep(reflect.ValueOf(out)).Interface()
}
func flattenDeep(value reflect.Value) reflect.Value {
sliceType := sliceElem(value.Type())
resultSlice := reflect.MakeSlice(reflect.SliceOf(sliceType), 0, 0)
return flattenRecursive(value, resultSlice)
}
func flattenRecursive(value reflect.Value, result reflect.Value) reflect.Value {
length := value.Len()
for i := 0; i < length; i++ {
item := value.Index(i)
kind := item.Kind()
if kind == reflect.Slice || kind == reflect.Array {
result = flattenRecursive(item, result)
} else {
result = reflect.Append(result, item)
}
}
return result
}
// Shuffle creates an array of shuffled values
func Shuffle(in interface{}) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
resultSlice := makeSlice(value, length)
for i, v := range rand.Perm(length) {
resultSlice.Index(i).Set(value.Index(v))
}
return resultSlice.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Shuffle", valueType.String()))
}
// Reverse transforms an array the first element will become the last,
// the second element will become the second to last, etc.
func Reverse(in interface{}) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.String {
return ReverseString(in.(string))
}
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
resultSlice := makeSlice(value, length)
j := 0
for i := length - 1; i >= 0; i-- {
resultSlice.Index(j).Set(value.Index(i))
j++
}
return resultSlice.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Reverse", valueType.String()))
}
// Uniq creates an array with unique values.
func Uniq(in interface{}) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
result := makeSlice(value, 0)
seen := make(map[interface{}]bool, length)
for i := 0; i < length; i++ {
val := value.Index(i)
v := val.Interface()
if _, ok := seen[v]; ok {
continue
}
seen[v] = true
result = reflect.Append(result, val)
}
return result.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Uniq", valueType.String()))
}
// Uniq creates an array with unique values.
func UniqBy(in interface{}, mapFunc interface{}) interface{} {
if !IsFunction(mapFunc) {
panic("Second argument must be function")
}
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
funcValue := reflect.ValueOf(mapFunc)
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
result := makeSlice(value, 0)
seen := make(map[interface{}]bool, length)
for i := 0; i < length; i++ {
val := value.Index(i)
v := funcValue.Call([]reflect.Value{val})[0].Interface()
if _, ok := seen[v]; ok {
continue
}
seen[v] = true
result = reflect.Append(result, val)
}
return result.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Uniq", valueType.String()))
}
// ConvertSlice converts a slice type to another,
// a perfect example would be to convert a slice of struct to a slice of interface.
func ConvertSlice(in interface{}, out interface{}) {
srcValue := reflect.ValueOf(in)
dstValue := reflect.ValueOf(out)
if dstValue.Kind() != reflect.Ptr {
panic("Second argument must be a pointer")
}
dstValue = dstValue.Elem()
if srcValue.Kind() != reflect.Slice && srcValue.Kind() != reflect.Array {
panic("First argument must be an array or slice")
}
if dstValue.Kind() != reflect.Slice && dstValue.Kind() != reflect.Array {
panic("Second argument must be an array or slice")
}
// returns value that points to dstValue
direct := reflect.Indirect(dstValue)
length := srcValue.Len()
for i := 0; i < length; i++ {
dstValue = reflect.Append(dstValue, srcValue.Index(i))
}
direct.Set(dstValue)
}
// Drop creates an array/slice with `n` elements dropped from the beginning.
func Drop(in interface{}, n int) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
resultSlice := makeSlice(value, length-n)
j := 0
for i := n; i < length; i++ {
resultSlice.Index(j).Set(value.Index(i))
j++
}
return resultSlice.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Drop", valueType.String()))
}
// Prune returns a copy of "in" that only contains fields in "paths"
// which are looked up using struct field name.
// For lookup paths by field tag instead, use funk.PruneByTag()
func Prune(in interface{}, paths []string) (interface{}, error) {
return pruneByTag(in, paths, nil /*tag*/)
}
// pruneByTag returns a copy of "in" that only contains fields in "paths"
// which are looked up using struct field Tag "tag".
func PruneByTag(in interface{}, paths []string, tag string) (interface{}, error) {
return pruneByTag(in, paths, &tag)
}
// pruneByTag returns a copy of "in" that only contains fields in "paths"
// which are looked up using struct field Tag "tag". If tag is nil,
// traverse paths using struct field name
func pruneByTag(in interface{}, paths []string, tag *string) (interface{}, error) {
inValue := reflect.ValueOf(in)
ret := reflect.New(inValue.Type()).Elem()
for _, path := range paths {
parts := strings.Split(path, ".")
if err := prune(inValue, ret, parts, tag); err != nil {
return nil, err
}
}
return ret.Interface(), nil
}
func prune(inValue reflect.Value, ret reflect.Value, parts []string, tag *string) error {
if len(parts) == 0 {
// we reached the location that ret needs to hold inValue
// Note: The value at the end of the path is not copied, maybe we need to change.
// ret and the original data holds the same reference to this value
ret.Set(inValue)
return nil
}
inKind := inValue.Kind()
switch inKind {
case reflect.Ptr:
if inValue.IsNil() {
// TODO validate
return nil
}
if ret.IsNil() {
// init ret and go to next level
ret.Set(reflect.New(inValue.Type().Elem()))
}
return prune(inValue.Elem(), ret.Elem(), parts, tag)
case reflect.Struct:
part := parts[0]
var fValue reflect.Value
var fRet reflect.Value
if tag == nil {
// use field name
fValue = inValue.FieldByName(part)
if !fValue.IsValid() {
return fmt.Errorf("field name %v is not found in struct %v", part, inValue.Type().String())
}
fRet = ret.FieldByName(part)
} else {
// search tag that has key equal to part
found := false
for i := 0; i < inValue.NumField(); i++ {
f := inValue.Type().Field(i)
if key, ok := f.Tag.Lookup(*tag); ok {
if key == part {
fValue = inValue.Field(i)
fRet = ret.Field(i)
found = true
break
}
}
}
if !found {
return fmt.Errorf("struct tag %v is not found with key %v", *tag, part)
}
}
// init Ret is zero and go down one more level
if fRet.IsZero() {
fRet.Set(reflect.New(fValue.Type()).Elem())
}
return prune(fValue, fRet, parts[1:], tag)
case reflect.Array, reflect.Slice:
// set all its elements
length := inValue.Len()
// init ret
if ret.IsZero() {
if inKind == reflect.Slice {
ret.Set(reflect.MakeSlice(inValue.Type(), length /*len*/, length /*cap*/))
} else { // array
ret.Set(reflect.New(inValue.Type()).Elem())
}
}
for j := 0; j < length; j++ {
if err := prune(inValue.Index(j), ret.Index(j), parts, tag); err != nil {
return err
}
}
default:
return fmt.Errorf("path %v cannot be looked up on kind of %v", strings.Join(parts, "."), inValue.Kind())
}
return nil
}