-
Notifications
You must be signed in to change notification settings - Fork 2
/
reader.go
631 lines (554 loc) · 13.1 KB
/
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
// Copyright 2015-2018, Shulhan <[email protected]>. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.
package dsv
import (
"bufio"
"github.com/shuLhan/tabula"
"log"
"os"
"strings"
)
const (
// DatasetModeROWS is a string representation of output mode rows.
DatasetModeROWS = "ROWS"
// DatasetModeCOLUMNS is a string representation of output mode columns.
DatasetModeCOLUMNS = "COLUMNS"
// DatasetModeMATRIX will save data in rows and columns. This mode will
// consume more memory that "rows" and "columns" but give greater
// flexibility when working with data.
DatasetModeMATRIX = "MATRIX"
)
//
// Reader hold all configuration, metadata and input data.
//
// DSV Reader work like this,
//
// (1) Initialize new dsv reader object
//
// dsvReader, e := dsv.NewReader(configfile)
//
// (2) Do not forget to check for error ...
//
// if e != nil {
// // handle error
// }
//
// (3) Make sure to close all files after finished
//
// defer dsvReader.Close ()
//
// (4) Create loop to read input data
//
// for {
// n, e := dsv.Read (dsvReader)
//
// if e == io.EOF {
// break
// }
//
// (4.1) Iterate through rows
//
// for row := range dsvReader.GetDataAsRows() {
// // work with row ...
// }
// }
//
// Thats it.
//
//
type Reader struct {
// Config define path of configuration file.
//
// If the configuration located in other directory, e.g.
// "../../config.dsv", and the Input option is set with name only, like
// "input.dat", we assume that its in the same directory where the
// configuration file belong.
Config
// Dataset contains the content of input file after read.
dataset interface{}
// Input file, mandatory.
Input string `json:"Input"`
// Skip n lines from the head.
Skip int `json:"Skip"`
// TrimSpace or not. If its true, before parsing the line, the white
// space in the beginning and end of each input line will be removed,
// otherwise it will leave unmodified. Default is true.
TrimSpace bool `json:"TrimSpace"`
// Rejected is the file name where row that does not fit
// with metadata will be saved.
Rejected string `json:"Rejected"`
// InputMetadata define format for each column in input data.
InputMetadata []Metadata `json:"InputMetadata"`
// MaxRows define maximum row that this reader will read and
// saved in the memory at one read operation.
// If the value is -1, all rows will read.
MaxRows int `json:"MaxRows"`
// DatasetMode define on how do you want the result is saved. There are
// three options: either in "rows", "columns", or "matrix" mode.
// For example, input data file,
//
// a,b,c
// 1,2,3
//
// "rows" mode is where each line saved in its own slice, resulting
// in Rows:
//
// [a b c]
// [1 2 3]
//
// "columns" mode is where each line saved by columns, resulting in
// Columns:
//
// [a 1]
// [b 2]
// [c 3]
//
// "matrix" mode is where each record saved in their own row and column.
//
DatasetMode string `json:"DatasetMode"`
// fRead is read descriptor.
fRead *os.File
// fReject is reject descriptor.
fReject *os.File
// bufRead is a buffer for working with input file.
bufRead *bufio.Reader
// bufReject is a buffer for working with rejected file.
bufReject *bufio.Writer
}
//
// NewReader create and initialize new instance of DSV Reader with default values.
//
func NewReader(config string, dataset interface{}) (reader *Reader, e error) {
reader = &Reader{
Input: "",
Skip: 0,
TrimSpace: true,
Rejected: DefaultRejected,
InputMetadata: nil,
MaxRows: DefaultMaxRows,
DatasetMode: DefDatasetMode,
dataset: dataset,
fRead: nil,
fReject: nil,
bufRead: nil,
bufReject: nil,
}
e = reader.Init(config, dataset)
if e != nil {
return nil, e
}
return
}
//
// Init will initialize reader object by
//
// (1) Check if dataset is not empty.
// (2) Read config file.
// (3) Set reader object default value.
// (4) Check if output mode is valid and initialize it if valid.
// (5) Check and initialize metadata and columns attributes.
// (6) Check if Input is name only without path, so we can prefix it with
// config path.
// (7) Open rejected file.
// (8) Open input file.
//
func (reader *Reader) Init(fcfg string, dataset interface{}) (e error) {
// (1)
if dataset == nil {
dataset = reader.GetDataset()
if dataset == nil {
dataset = &tabula.Dataset{}
reader.dataset = dataset
}
}
// (2)
fcfg = strings.TrimSpace(fcfg)
if fcfg != "" {
e = ConfigOpen(reader, fcfg)
if e != nil {
return e
}
e = tabula.ReadDatasetConfig(dataset, fcfg)
if e != nil {
return e
}
}
// (3)
reader.SetDefault()
// (4)
reader.SetDatasetMode(reader.GetDatasetMode())
// (5)
ds := dataset.(tabula.DatasetInterface)
md := reader.GetInputMetadata()
for i := range md {
md[i].Init()
// Count number of output columns.
if !md[i].GetSkip() {
// add type of metadata to list of type
col := tabula.Column{
Type: md[i].GetType(),
Name: md[i].GetName(),
ValueSpace: md[i].GetValueSpace(),
}
ds.PushColumn(col)
}
}
// (6)
reader.SetInput(ConfigCheckPath(reader, reader.GetInput()))
reader.SetRejected(ConfigCheckPath(reader, reader.GetRejected()))
// (7)
e = reader.OpenRejected()
if nil != e {
return
}
// (8)
e = reader.OpenInput()
if nil != e {
return
}
return
}
//
// SetDefault options for global config and each metadata.
//
func (reader *Reader) SetDefault() {
if "" == strings.TrimSpace(reader.Rejected) {
reader.Rejected = DefaultRejected
}
if 0 == reader.MaxRows {
reader.MaxRows = DefaultMaxRows
}
if "" == strings.TrimSpace(reader.DatasetMode) {
reader.DatasetMode = DefDatasetMode
}
if nil == reader.dataset {
reader.dataset = &tabula.Dataset{}
}
}
//
// CopyConfig copy configuration from other reader object not including data
// and metadata.
//
func (reader *Reader) CopyConfig(src *Reader) {
reader.ConfigPath = src.GetConfigPath()
reader.Input = src.GetInput()
reader.Skip = src.GetSkip()
reader.TrimSpace = src.IsTrimSpace()
reader.Rejected = src.GetRejected()
reader.MaxRows = src.GetMaxRows()
reader.DatasetMode = src.GetDatasetMode()
}
//
// GetInput return the input file.
//
func (reader *Reader) GetInput() string {
return reader.Input
}
//
// SetInput file.
//
func (reader *Reader) SetInput(path string) {
reader.Input = path
}
//
// GetSkip return number of line that will be skipped.
//
func (reader *Reader) GetSkip() int {
return reader.Skip
}
//
// SetSkip set number of lines that will be skipped before reading actual data.
//
func (reader *Reader) SetSkip(n int) {
reader.Skip = n
}
//
// IsTrimSpace return value of TrimSpace option.
//
func (reader *Reader) IsTrimSpace() bool {
return reader.TrimSpace
}
//
// GetRejected return name of rejected file.
//
func (reader *Reader) GetRejected() string {
return reader.Rejected
}
//
// SetRejected file.
//
func (reader *Reader) SetRejected(path string) {
reader.Rejected = path
}
//
// AddInputMetadata add new input metadata to reader.
//
func (reader *Reader) AddInputMetadata(md *Metadata) {
reader.InputMetadata = append(reader.InputMetadata, *md)
ds := reader.dataset.(tabula.DatasetInterface)
ds.AddColumn(md.GetType(), md.GetName(), md.GetValueSpace())
}
//
// AppendMetadata will append new metadata `md` to list of reader input metadata.
//
func (reader *Reader) AppendMetadata(mdi MetadataInterface) {
md := mdi.(*Metadata)
reader.InputMetadata = append(reader.InputMetadata, *md)
}
//
// GetInputMetadata return pointer to slice of metadata.
//
func (reader *Reader) GetInputMetadata() []MetadataInterface {
md := make([]MetadataInterface, len(reader.InputMetadata))
for i := range reader.InputMetadata {
md[i] = &reader.InputMetadata[i]
}
return md
}
//
// GetInputMetadataAt return pointer to metadata at index 'idx'.
//
func (reader *Reader) GetInputMetadataAt(idx int) MetadataInterface {
return &reader.InputMetadata[idx]
}
//
// GetMaxRows return number of maximum rows for reading.
//
func (reader *Reader) GetMaxRows() int {
return reader.MaxRows
}
//
// SetMaxRows will set maximum rows that will be read from input file.
//
func (reader *Reader) SetMaxRows(max int) {
reader.MaxRows = max
}
//
// GetDatasetMode return output mode of data.
//
func (reader *Reader) GetDatasetMode() string {
return reader.DatasetMode
}
//
// SetDatasetMode to `mode`.
//
func (reader *Reader) SetDatasetMode(mode string) {
ds := reader.dataset.(tabula.DatasetInterface)
switch strings.ToUpper(mode) {
case DatasetModeROWS:
ds.SetMode(tabula.DatasetModeRows)
case DatasetModeCOLUMNS:
ds.SetMode(tabula.DatasetModeColumns)
case DatasetModeMATRIX:
fallthrough
default:
ds.SetMode(tabula.DatasetModeMatrix)
mode = DatasetModeMATRIX
}
reader.DatasetMode = mode
}
//
// GetNColumnIn return number of input columns, or number of metadata, including
// column with Skip=true.
//
func (reader *Reader) GetNColumnIn() int {
return len(reader.InputMetadata)
}
//
// OpenInput open the input file, metadata must have been initialize.
//
func (reader *Reader) OpenInput() (e error) {
reader.fRead, e = os.OpenFile(reader.Input, os.O_RDONLY, 0600)
if nil != e {
return e
}
reader.bufRead = bufio.NewReader(reader.fRead)
// Skip lines
if reader.GetSkip() > 0 {
e = reader.SkipLines()
if nil != e {
return
}
}
return nil
}
//
// OpenRejected open rejected file, for saving unparseable line.
//
func (reader *Reader) OpenRejected() (e error) {
reader.fReject, e = os.OpenFile(reader.Rejected,
os.O_CREATE|os.O_TRUNC|os.O_WRONLY, 0600)
if nil != e {
return e
}
reader.bufReject = bufio.NewWriter(reader.fReject)
return nil
}
//
// Open input and rejected file.
//
func (reader *Reader) Open() (e error) {
// do not let file descriptor leaked
e = reader.Close()
if e != nil {
return
}
e = reader.OpenInput()
if e != nil {
return
}
e = reader.OpenRejected()
return
}
//
// SkipLines skip parsing n lines from input file.
// The n is defined in the attribute "Skip"
//
func (reader *Reader) SkipLines() (e error) {
for i := 0; i < reader.Skip; i++ {
_, e = reader.ReadLine()
if nil != e {
log.Print("dsv: ", e)
return
}
}
return
}
//
// Reset all variables for next read operation. Number of rows will be 0, and
// Rows will be empty again.
//
func (reader *Reader) Reset() (e error) {
e = reader.Flush()
if e != nil {
return
}
e = reader.dataset.(tabula.DatasetInterface).Reset()
return
}
//
// Flush all output buffer.
//
func (reader *Reader) Flush() error {
return reader.bufReject.Flush()
}
//
// ReadLine will read one line from input file.
//
func (reader *Reader) ReadLine() (line []byte, e error) {
line, e = reader.bufRead.ReadBytes(DefEOL)
if e == nil {
// remove EOL
line = line[:len(line)-1]
}
return
}
//
// FetchNextLine read the next line and combine it with the `lastline`.
//
func (reader *Reader) FetchNextLine(lastline []byte) (line []byte, e error) {
line, e = reader.ReadLine()
lastline = append(lastline, DefEOL)
lastline = append(lastline, line...)
return lastline, e
}
//
// Reject the line and save it to the reject file.
//
func (reader *Reader) Reject(line []byte) (int, error) {
return reader.bufReject.Write(line)
}
//
// deleteEmptyRejected if rejected file is empty, delete it.
//
func (reader *Reader) deleteEmptyRejected() {
finfo, e := os.Stat(reader.Rejected)
if e != nil {
return
}
if finfo.Size() >= 0 {
_ = os.Remove(reader.Rejected)
}
}
//
// Close all open descriptors.
//
func (reader *Reader) Close() (e error) {
if nil != reader.bufReject {
e = reader.bufReject.Flush()
if e != nil {
return
}
}
if nil != reader.fReject {
e = reader.fReject.Close()
if e != nil {
return
}
}
reader.deleteEmptyRejected()
if nil != reader.fRead {
e = reader.fRead.Close()
}
return
}
//
// IsEqual compare only the configuration and metadata with other instance.
//
func (reader *Reader) IsEqual(other *Reader) bool {
if reader == other {
return true
}
if reader.Input != other.Input {
return false
}
l, r := len(reader.InputMetadata), len(other.InputMetadata)
if l != r {
return false
}
for a := 0; a < l; a++ {
if !reader.InputMetadata[a].IsEqual(&other.InputMetadata[a]) {
return false
}
}
return true
}
//
// GetDataset return reader dataset.
//
func (reader *Reader) GetDataset() interface{} {
return reader.dataset
}
//
// MergeColumns append metadata and columns from another reader if not exist in
// current metadata set.
//
func (reader *Reader) MergeColumns(other ReaderInterface) {
for _, md := range other.GetInputMetadata() {
if md.GetSkip() {
continue
}
// Check if the same metadata name exist in current dataset.
found := false
for _, lmd := range reader.GetInputMetadata() {
if lmd.GetName() == md.GetName() {
found = true
break
}
}
if found {
continue
}
reader.AppendMetadata(md)
}
reader.dataset.(tabula.DatasetInterface).MergeColumns(
other.GetDataset().(tabula.DatasetInterface))
}
//
// MergeRows append rows from another reader.
//
func (reader *Reader) MergeRows(other *Reader) {
reader.dataset.(tabula.DatasetInterface).MergeRows(
other.GetDataset().(tabula.DatasetInterface))
}