-
Notifications
You must be signed in to change notification settings - Fork 22
/
datum_reader.go
652 lines (572 loc) · 18.7 KB
/
datum_reader.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
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
package avro
import (
"errors"
"fmt"
"reflect"
"sync"
)
// ***********************
// NOTICE this file was changed beginning in November 2016 by the team maintaining
// https://github.com/go-avro/avro. This notice is required to be here due to the
// terms of the Apache license, see LICENSE for details.
// ***********************
// Unmarshaler is an interface that may be implemented to avoid using runtime reflection during deserialization.
// Implementing it is optional and may be used as an optimization. Falls back to using reflection if not implemented.
type Unmarshaler interface {
UnmarshalAvro(dec Decoder) error
}
// DatumReader is an interface that is responsible for reading structured data according to schema from a decoder
type DatumReader interface {
// Reads a single structured entry using this DatumReader according to provided Schema.
// Accepts a value to fill with data and a Decoder to read from. Given value MUST be of pointer type.
// May return an error indicating a read failure.
Read(v interface{}, dec Decoder) error
}
var enumSymbolsToIndexCache = make(map[string]map[string]int32)
var enumSymbolsToIndexCacheLock sync.Mutex
// GenericEnum is a generic Avro enum representation. This is still subject to change and may be rethought.
type GenericEnum struct {
// Avro enum symbols.
Symbols []string
symbolsToIndex map[string]int32
index int32
}
// NewGenericEnum returns a new GenericEnum that uses provided enum symbols.
func NewGenericEnum(symbols []string) *GenericEnum {
symbolsToIndex := make(map[string]int32)
for index, symbol := range symbols {
symbolsToIndex[symbol] = int32(index)
}
return &GenericEnum{
Symbols: symbols,
symbolsToIndex: symbolsToIndex,
}
}
// GetIndex gets the numeric value for this enum.
func (enum *GenericEnum) GetIndex() int32 {
return enum.index
}
// Get gets the string value for this enum (e.g. symbol).
func (enum *GenericEnum) Get() string {
return enum.Symbols[enum.index]
}
// SetIndex sets the numeric value for this enum.
func (enum *GenericEnum) SetIndex(index int32) {
enum.index = index
}
// Set sets the string value for this enum (e.g. symbol).
// Panics if the given symbol does not exist in this enum.
func (enum *GenericEnum) Set(symbol string) {
if index, exists := enum.symbolsToIndex[symbol]; !exists {
panic("Unknown enum symbol")
} else {
enum.index = index
}
}
// NewDatumReader creates a DatumReader that can handle both GenericRecord and
// also aribtrary structs.
//
// This is the preferred implementation at this point in time.
func NewDatumReader(schema Schema) DatumReader {
if schema == nil {
panic("NewDatumReader: Must provide a non-nil schema.")
}
return &anyDatumReader{
sdr: SpecificDatumReader{schema: schema},
gdr: GenericDatumReader{schema: schema},
}
}
// Decides between generic/specific datum writer
type anyDatumReader struct {
sdr SpecificDatumReader
gdr GenericDatumReader
}
func (w *anyDatumReader) Read(v interface{}, dec Decoder) error {
switch vv := v.(type) {
case *GenericRecord:
return w.gdr.Read(v, dec)
case **GenericRecord:
if vv == nil {
return errNilWrite
} else if *vv == nil {
*vv = NewGenericRecord(w.sdr.schema)
}
return w.gdr.Read(*vv, dec)
default:
return w.sdr.Read(v, dec)
}
}
// SpecificDatumReader implements DatumReader and is used for filling Go structs with data.
// Each value passed to Read is expected to be a pointer.
type SpecificDatumReader struct {
sDatumReader
schema Schema
}
// NewSpecificDatumReader creates a new SpecificDatumReader.
func NewSpecificDatumReader() *SpecificDatumReader {
return &SpecificDatumReader{}
}
// SetSchema sets the schema for this SpecificDatumReader to know the data structure.
// Note that it must be called before calling Read.
func (reader *SpecificDatumReader) SetSchema(schema Schema) DatumReader {
reader.schema = schema
return reader
}
// Read reads a single structured entry using this SpecificDatumReader.
// Accepts a Go struct with exported fields to fill with data and a Decoder to read from. Given value MUST be of
// pointer type. Field names should match field names in Avro schema but be exported (e.g. "some_value" in Avro
// schema is expected to be Some_value in struct) or you may provide Go struct tags to explicitly show how
// to map fields (e.g. if you want to map "some_value" field of type int to SomeValue in Go struct you should define
// your struct field as follows: SomeValue int32 `avro:"some_field"`).
// May return an error indicating a read failure.
func (reader *SpecificDatumReader) Read(v interface{}, dec Decoder) error {
if reader, ok := v.(Unmarshaler); ok {
return reader.UnmarshalAvro(dec)
}
rv := reflect.ValueOf(v)
if rv.Kind() != reflect.Ptr || rv.IsNil() {
return errors.New("Not applicable for non-pointer types or nil")
}
if reader.schema == nil {
return ErrSchemaNotSet
}
return reader.fillRecord(reader.schema, rv, dec)
}
// It turns out that SpecificDatumReader as an instance is not needed
// once you get started on the actual decoding. It seems at first like we're just saving
// pointer passing but it actually means more, because now we don't need access to
// the instance and can memoize the decoding functions easier/cheaper.
type sDatumReader struct{}
func (reader sDatumReader) findAndSet(v reflect.Value, field *SchemaField, dec Decoder) error {
structField, err := findField(v, field.Name)
if err != nil {
return err
}
value, err := reader.readValue(field.Type, structField, dec)
if err != nil {
return err
}
reader.setValue(field, structField, value)
return nil
}
func (reader sDatumReader) readValue(field Schema, reflectField reflect.Value, dec Decoder) (reflect.Value, error) {
switch field.Type() {
case Null:
return reflect.ValueOf(nil), nil
case Boolean:
return reader.mapPrimitive(func() (interface{}, error) { return dec.ReadBoolean() })
case Int:
return reader.mapPrimitive(func() (interface{}, error) { return dec.ReadInt() })
case Long:
return reader.mapPrimitive(func() (interface{}, error) { return dec.ReadLong() })
case Float:
return reader.mapPrimitive(func() (interface{}, error) { return dec.ReadFloat() })
case Double:
return reader.mapPrimitive(func() (interface{}, error) { return dec.ReadDouble() })
case Bytes:
return reader.mapPrimitive(func() (interface{}, error) { return dec.ReadBytes() })
case String:
return reader.mapPrimitive(func() (interface{}, error) { return dec.ReadString() })
case Array:
return reader.mapArray(field, reflectField, dec)
case Enum:
return reader.mapEnum(field, dec)
case Map:
return reader.mapMap(field, reflectField, dec)
case Union:
return reader.mapUnion(field, reflectField, dec)
case Fixed:
return reader.mapFixed(field, dec)
case Record:
return reader.mapRecord(field, reflectField, dec)
case Recursive:
return reader.mapRecord(field.(*RecursiveSchema).Actual, reflectField, dec)
}
return reflect.ValueOf(nil), fmt.Errorf("Unknown field type: %d", field.Type())
}
func (reader sDatumReader) setValue(field *SchemaField, where reflect.Value, what reflect.Value) {
zero := reflect.Value{}
if zero != what {
where.Set(what)
}
}
func (reader sDatumReader) mapPrimitive(readerFunc func() (interface{}, error)) (reflect.Value, error) {
value, err := readerFunc()
if err != nil {
return reflect.ValueOf(value), err
}
return reflect.ValueOf(value), nil
}
func (reader sDatumReader) mapArray(field Schema, reflectField reflect.Value, dec Decoder) (reflect.Value, error) {
arrayLength, err := dec.ReadArrayStart()
if err != nil {
return reflect.ValueOf(arrayLength), err
}
array := reflect.MakeSlice(reflectField.Type(), 0, 0)
pointer := reflectField.Type().Elem().Kind() == reflect.Ptr
for {
if arrayLength == 0 {
break
}
arrayPart := reflect.MakeSlice(reflectField.Type(), int(arrayLength), int(arrayLength))
var i int64
for ; i < arrayLength; i++ {
current := arrayPart.Index(int(i))
val, err := reader.readValue(field.(*ArraySchema).Items, current, dec)
if err != nil {
return reflect.ValueOf(arrayLength), err
}
// The only time `val` would not be valid is if it's an explicit null value.
// Since the default value is the zero value, we can simply just not set the value
if val.IsValid() {
if pointer && val.Kind() != reflect.Ptr {
val = val.Addr()
} else if !pointer && val.Kind() == reflect.Ptr {
val = val.Elem()
}
current.Set(val)
}
}
//concatenate arrays
if array.Len() == 0 {
array = arrayPart
} else {
array = reflect.AppendSlice(array, arrayPart)
}
arrayLength, err = dec.ArrayNext()
if err != nil {
return reflect.ValueOf(arrayLength), err
}
}
return array, nil
}
func (reader sDatumReader) mapMap(field Schema, reflectField reflect.Value, dec Decoder) (reflect.Value, error) {
mapLength, err := dec.ReadMapStart()
if err != nil {
return reflect.ValueOf(mapLength), err
}
elemType := reflectField.Type().Elem()
elemIsPointer := (elemType.Kind() == reflect.Ptr)
resultMap := reflect.MakeMap(reflectField.Type())
// dest is an element type value used as the destination for reading values into.
// This is required for using non-primitive types as map values, because map values are not addressable
// like array values are. It can be reused because it's scratch space and it's copied into the map.
dest := reflect.New(elemType).Elem()
for {
if mapLength == 0 {
break
}
var i int64
for ; i < mapLength; i++ {
key, err := reader.readValue(&StringSchema{}, reflectField, dec)
if err != nil {
return reflect.ValueOf(mapLength), err
}
val, err := reader.readValue(field.(*MapSchema).Values, dest, dec)
if err != nil {
return reflect.ValueOf(mapLength), nil
}
if !elemIsPointer && val.Kind() == reflect.Ptr {
resultMap.SetMapIndex(key, val.Elem())
} else {
resultMap.SetMapIndex(key, val)
}
}
mapLength, err = dec.MapNext()
if err != nil {
return reflect.ValueOf(mapLength), err
}
}
return resultMap, nil
}
func (reader sDatumReader) mapEnum(field Schema, dec Decoder) (reflect.Value, error) {
enumIndex, err := dec.ReadEnum()
if err != nil {
return reflect.ValueOf(enumIndex), err
} else if enumIndex < 0 {
return reflect.ValueOf(enumIndex), fmt.Errorf("Enum index %d < 0 in enum %s", enumIndex, field.GetName())
}
schema := field.(*EnumSchema)
fullName := GetFullName(schema)
var symbolsToIndex map[string]int32
enumSymbolsToIndexCacheLock.Lock()
if symbolsToIndex = enumSymbolsToIndexCache[fullName]; symbolsToIndex == nil {
symbolsToIndex = NewGenericEnum(schema.Symbols).symbolsToIndex
enumSymbolsToIndexCache[fullName] = symbolsToIndex
}
enumSymbolsToIndexCacheLock.Unlock()
if int(enumIndex) >= len(schema.Symbols) {
return reflect.Value{}, fmt.Errorf("Enum index %d too high for enum %s", enumIndex, field.GetName())
}
enum := &GenericEnum{
Symbols: schema.Symbols,
symbolsToIndex: symbolsToIndex,
index: enumIndex,
}
return reflect.ValueOf(enum), nil
}
func (reader sDatumReader) mapUnion(field Schema, reflectField reflect.Value, dec Decoder) (reflect.Value, error) {
unionIndex, err := dec.ReadInt()
if err != nil {
return reflect.ValueOf(unionIndex), err
}
types := field.(*UnionSchema).Types
if unionIndex < 0 || int(unionIndex) >= len(types) {
return reflect.Value{}, fmt.Errorf("Invalid union index %d", unionIndex)
}
return reader.readValue(types[unionIndex], reflectField, dec)
}
func (reader sDatumReader) mapFixed(field Schema, dec Decoder) (reflect.Value, error) {
fixed := make([]byte, field.(*FixedSchema).Size)
if err := dec.ReadFixed(fixed); err != nil {
return reflect.ValueOf(fixed), err
}
return reflect.ValueOf(fixed), nil
}
func (reader sDatumReader) mapRecord(field Schema, reflectField reflect.Value, dec Decoder) (reflect.Value, error) {
var t reflect.Type
switch reflectField.Kind() {
case reflect.Ptr, reflect.Array, reflect.Map, reflect.Slice, reflect.Chan:
t = reflectField.Type().Elem()
default:
t = reflectField.Type()
}
record := reflect.New(t)
err := reader.fillRecord(field, record, dec)
return record, err
}
func (this sDatumReader) fillRecord(field Schema, record reflect.Value, dec Decoder) error {
if pf, ok := field.(*preparedRecordSchema); ok {
plan, err := pf.getPlan(record.Type().Elem())
if err != nil {
return err
}
rf := record.Elem()
for i := range plan.decodePlan {
entry := &plan.decodePlan[i]
structField := rf.FieldByIndex(entry.index)
value, err := entry.dec(structField, dec)
if err != nil {
return err
}
if value.IsValid() {
structField.Set(value)
}
}
} else {
recordSchema := field.(*RecordSchema)
//ri := record.Interface()
for i := 0; i < len(recordSchema.Fields); i++ {
if err := this.findAndSet(record, recordSchema.Fields[i], dec); err != nil {
return err
}
}
}
return nil
}
// GenericDatumReader implements DatumReader and is used for filling GenericRecords or other Avro supported types
// (full list is: interface{}, bool, int32, int64, float32, float64, string, slices of any type, maps with string keys
// and any values, GenericEnums) with data.
// Each value passed to Read is expected to be a pointer.
type GenericDatumReader struct {
schema Schema
}
// NewGenericDatumReader creates a new GenericDatumReader.
func NewGenericDatumReader() *GenericDatumReader {
return &GenericDatumReader{}
}
// SetSchema sets the schema for this GenericDatumReader to know the data structure.
// Note that it must be called before calling Read.
func (reader *GenericDatumReader) SetSchema(schema Schema) DatumReader {
reader.schema = schema
return reader
}
// Read reads a single entry using this GenericDatumReader.
// Accepts a value to fill with data and a Decoder to read from. Given value MUST be of pointer type.
// May return an error indicating a read failure.
func (reader *GenericDatumReader) Read(v interface{}, dec Decoder) error {
rv := reflect.ValueOf(v)
if rv.Kind() != reflect.Ptr || rv.IsNil() {
return errors.New("Not applicable for non-pointer types or nil")
}
rv = rv.Elem()
if reader.schema == nil {
return ErrSchemaNotSet
}
//read the value
value, err := reader.readValue(reader.schema, dec)
if err != nil {
return err
}
newValue := reflect.ValueOf(value)
// dereference the value if needed
if newValue.Kind() == reflect.Ptr {
newValue = newValue.Elem()
}
//set the new value
rv.Set(newValue)
return nil
}
func (reader *GenericDatumReader) findAndSet(record *GenericRecord, field *SchemaField, dec Decoder) error {
value, err := reader.readValue(field.Type, dec)
if err != nil {
return err
}
switch typedValue := value.(type) {
case *GenericEnum:
if typedValue.GetIndex() >= int32(len(typedValue.Symbols)) {
return errors.New("Enum index invalid!")
}
record.Set(field.Name, typedValue.Symbols[typedValue.GetIndex()])
default:
record.Set(field.Name, value)
}
return nil
}
func (reader *GenericDatumReader) readValue(field Schema, dec Decoder) (interface{}, error) {
switch field.Type() {
case Null:
return nil, nil
case Boolean:
return dec.ReadBoolean()
case Int:
return dec.ReadInt()
case Long:
return dec.ReadLong()
case Float:
return dec.ReadFloat()
case Double:
return dec.ReadDouble()
case Bytes:
return dec.ReadBytes()
case String:
return dec.ReadString()
case Array:
return reader.mapArray(field, dec)
case Enum:
return reader.mapEnum(field, dec)
case Map:
return reader.mapMap(field, dec)
case Union:
return reader.mapUnion(field, dec)
case Fixed:
return reader.mapFixed(field, dec)
case Record:
return reader.mapRecord(field, dec)
case Recursive:
return reader.mapRecord(field.(*RecursiveSchema).Actual, dec)
}
return nil, fmt.Errorf("Unknown field type: %d", field.Type())
}
func (reader *GenericDatumReader) mapArray(field Schema, dec Decoder) ([]interface{}, error) {
arrayLength, err := dec.ReadArrayStart()
if err != nil {
return nil, err
}
var array []interface{}
for {
if arrayLength == 0 {
break
}
arrayPart := make([]interface{}, arrayLength, arrayLength)
var i int64
for ; i < arrayLength; i++ {
val, err := reader.readValue(field.(*ArraySchema).Items, dec)
if err != nil {
return nil, err
}
arrayPart[i] = val
}
//concatenate arrays
concatArray := make([]interface{}, len(array)+int(arrayLength), cap(array)+int(arrayLength))
copy(concatArray, array)
copy(concatArray, arrayPart)
array = concatArray
arrayLength, err = dec.ArrayNext()
if err != nil {
return nil, err
}
}
return array, nil
}
func (reader *GenericDatumReader) mapEnum(field Schema, dec Decoder) (*GenericEnum, error) {
enumIndex, err := dec.ReadEnum()
if err != nil {
return nil, err
} else if enumIndex < 0 {
return nil, fmt.Errorf("Enum index %d < 0 in schema %s", enumIndex, field.GetName())
}
schema := field.(*EnumSchema)
fullName := GetFullName(schema)
var symbolsToIndex map[string]int32
enumSymbolsToIndexCacheLock.Lock()
if symbolsToIndex = enumSymbolsToIndexCache[fullName]; symbolsToIndex == nil {
symbolsToIndex = NewGenericEnum(schema.Symbols).symbolsToIndex
enumSymbolsToIndexCache[fullName] = symbolsToIndex
}
enumSymbolsToIndexCacheLock.Unlock()
enum := &GenericEnum{
Symbols: schema.Symbols,
symbolsToIndex: symbolsToIndex,
index: enumIndex,
}
return enum, nil
}
func (reader *GenericDatumReader) mapMap(field Schema, dec Decoder) (map[string]interface{}, error) {
mapLength, err := dec.ReadMapStart()
if err != nil {
return nil, err
}
resultMap := make(map[string]interface{})
for {
if mapLength == 0 {
break
}
var i int64
for ; i < mapLength; i++ {
key, err := reader.readValue(&StringSchema{}, dec)
if err != nil {
return nil, err
}
val, err := reader.readValue(field.(*MapSchema).Values, dec)
if err != nil {
return nil, err
}
resultMap[key.(string)] = val
}
mapLength, err = dec.MapNext()
if err != nil {
return nil, err
}
}
return resultMap, nil
}
func (reader *GenericDatumReader) mapUnion(field Schema, dec Decoder) (interface{}, error) {
unionType, err := dec.ReadInt()
if err != nil {
return nil, err
}
if unionType >= 0 && unionType < int32(len(field.(*UnionSchema).Types)) {
union := field.(*UnionSchema).Types[unionType]
return reader.readValue(union, dec)
}
return nil, ErrUnionTypeOverflow
}
func (reader *GenericDatumReader) mapFixed(field Schema, dec Decoder) ([]byte, error) {
fixed := make([]byte, field.(*FixedSchema).Size)
if err := dec.ReadFixed(fixed); err != nil {
return nil, err
}
return fixed, nil
}
func (reader *GenericDatumReader) mapRecord(field Schema, dec Decoder) (*GenericRecord, error) {
record := NewGenericRecord(field)
recordSchema := assertRecordSchema(field)
for i := 0; i < len(recordSchema.Fields); i++ {
err := reader.findAndSet(record, recordSchema.Fields[i], dec)
if err != nil {
return nil, err
}
}
return record, nil
}