-
Notifications
You must be signed in to change notification settings - Fork 70
/
main.go
648 lines (574 loc) · 17.6 KB
/
main.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
package main
import (
"database/sql"
"fmt"
"net/url"
"os"
"os/user"
"runtime"
"strings"
"sync"
"time"
"github.com/Percona-Lab/mysql_random_data_load/internal/getters"
"github.com/Percona-Lab/mysql_random_data_load/tableparser"
"github.com/go-ini/ini"
"github.com/go-sql-driver/mysql"
"github.com/gosuri/uiprogress"
"github.com/kr/pretty"
log "github.com/sirupsen/logrus"
kingpin "gopkg.in/alecthomas/kingpin.v2"
)
type cliOptions struct {
app *kingpin.Application
// Arguments
Schema *string
TableName *string
Rows *int
// Flags
BulkSize *int
ConfigFile *string
Debug *bool
Factor *float64
Host *string
MaxRetries *int
MaxThreads *int
NoProgress *bool
Pass *string
Port *int
Print *bool
Samples *int64
User *string
Version *bool
}
type mysqlOptions struct {
Host string
Password string
Port int
Sock string
User string
}
var (
opts *cliOptions
validFunctions = []string{"int", "string", "date", "date_in_range"}
maxValues = map[string]int64{
"tinyint": 0XF,
"smallint": 0xFF,
"mediumint": 0x7FFFF,
"int": 0x7FFFFFFF,
"integer": 0x7FFFFFFF,
"float": 0x7FFFFFFF,
"decimal": 0x7FFFFFFF,
"double": 0x7FFFFFFF,
"bigint": 0x7FFFFFFFFFFFFFFF,
}
Version = "0.0.0."
Commit = "<sha1>"
Branch = "branch-name"
Build = "2017-01-01"
GoVersion = "1.9.2"
)
type getter interface {
Value() interface{}
Quote() string
String() string
}
type insertValues []getter
type insertFunction func(*sql.DB, string, chan int, chan bool, *sync.WaitGroup)
const (
defaultMySQLConfigSection = "client"
defaultConfigFile = "~/.my.cnf"
defaultBulkSize = 1000
)
func main() {
opts, err := processCliParams()
if err != nil {
log.Fatal(err.Error())
}
if *opts.Version {
fmt.Printf("Version : %s\n", Version)
fmt.Printf("Commit : %s\n", Commit)
fmt.Printf("Branch : %s\n", Branch)
fmt.Printf("Build : %s\n", Build)
fmt.Printf("Go version: %s\n", GoVersion)
return
}
address := *opts.Host
net := "unix"
if address != "localhost" {
net = "tcp"
}
if *opts.Port != 0 {
address = fmt.Sprintf("%s:%d", address, *opts.Port)
}
dsn := mysql.Config{
User: *opts.User,
Passwd: *opts.Pass,
Addr: address,
Net: net,
DBName: "",
ParseTime: true,
AllowNativePasswords: true,
}
db, err := sql.Open("mysql", dsn.FormatDSN())
if err != nil {
panic(err)
}
db.SetMaxOpenConns(100)
// SET TimeZone to UTC to avoid errors due to random dates & daylight saving valid values
if _, err = db.Exec(`SET @@session.time_zone = "+00:00"`); err != nil {
log.Printf("Cannot set time zone to UTC: %s\n", err)
db.Close()
os.Exit(1)
}
table, err := tableparser.NewTable(db, *opts.Schema, *opts.TableName)
if err != nil {
log.Printf("cannot get table %s struct: %s", *opts.TableName, err)
db.Close()
os.Exit(1)
}
log.SetFormatter(&log.TextFormatter{FullTimestamp: true})
if *opts.Debug {
log.SetLevel(log.DebugLevel)
*opts.NoProgress = true
}
log.Debug(pretty.Sprint(table))
if len(table.Triggers) > 0 {
log.Warnf("There are triggers on the %s table that might affect this process:", *opts.TableName)
for _, t := range table.Triggers {
log.Warnf("Trigger %q, %s %s", t.Trigger, t.Timing, t.Event)
log.Warnf("Statement: %s", t.Statement)
}
}
if *opts.Rows < 1 {
db.Close() // golint:noerror
log.Warnf("Number of rows < 1. There is nothing to do. Exiting")
os.Exit(1)
}
if *opts.BulkSize > *opts.Rows {
*opts.BulkSize = *opts.Rows
}
if *opts.BulkSize < 1 {
*opts.BulkSize = defaultBulkSize
}
if opts.MaxThreads == nil {
*opts.MaxThreads = runtime.NumCPU() * 10
}
if *opts.MaxThreads < 1 {
*opts.MaxThreads = 1
}
if !*opts.Print {
log.Info("Starting")
}
// Example: want 11 rows with bulksize 4:
// count = int(11 / 4) = 2 -> 2 bulk inserts having 4 rows each = 8 rows
// We need to run this insert twice:
// INSERT INTO table (f1, f2) VALUES (?, ?), (?, ?), (?, ?), (?, ?)
// remainder = rows - count = 11 - 8 = 3
// And then, we need to run this insert once to complete 11 rows
// INSERT INTO table (f1, f2) VALUES (?, ?), (?, ?), (?, ?)
newLineOnEachRow := false
count := *opts.Rows / *opts.BulkSize
remainder := *opts.Rows - count**opts.BulkSize
semaphores := makeSemaphores(*opts.MaxThreads)
rowValues := makeValueFuncs(db, table.Fields, *opts.Samples)
log.Debugf("Must run %d bulk inserts having %d rows each", count, *opts.BulkSize)
runInsertFunc := runInsert
if *opts.Print {
*opts.MaxThreads = 1
*opts.NoProgress = true
newLineOnEachRow = true
runInsertFunc = func(db *sql.DB, insertQuery string, resultsChan chan int, sem chan bool, wg *sync.WaitGroup) {
fmt.Println(insertQuery)
resultsChan <- *opts.BulkSize
sem <- true
wg.Done()
}
}
bar := uiprogress.AddBar(*opts.Rows).AppendCompleted().PrependElapsed()
if !*opts.NoProgress {
uiprogress.Start()
}
okCount, err := run(db, table, bar, semaphores, rowValues, count, *opts.BulkSize, runInsertFunc, newLineOnEachRow)
if err != nil {
log.Errorln(err)
}
var okrCount, okiCount int // remainder & individual inserts OK count
if remainder > 0 {
log.Debugf("Must run 1 extra bulk insert having %d rows, to complete %d rows", remainder, *opts.Rows)
okrCount, err = run(db, table, bar, semaphores, rowValues, 1, remainder, runInsertFunc, newLineOnEachRow)
if err != nil {
log.Errorln(err)
}
}
// If there were errors and at this point we have less rows than *rows,
// retry adding individual rows (no bulk inserts)
totalOkCount := okCount + okrCount
retries := 0
if totalOkCount < *opts.Rows {
log.Debugf("Running extra %d individual inserts (duplicated keys?)", *opts.Rows-totalOkCount)
}
for totalOkCount < *opts.Rows && retries < *opts.MaxRetries {
okiCount, err = run(db, table, bar, semaphores, rowValues, *opts.Rows-totalOkCount, 1, runInsertFunc, newLineOnEachRow)
if err != nil {
log.Errorf("Cannot run extra insert: %s", err)
}
retries++
totalOkCount += okiCount
}
time.Sleep(500 * time.Millisecond) // Let the progress bar to update
if !*opts.Print {
log.Printf("%d rows inserted", totalOkCount)
}
db.Close()
}
func run(db *sql.DB, table *tableparser.Table, bar *uiprogress.Bar, sem chan bool,
rowValues insertValues, count, bulkSize int, insertFunc insertFunction, newLineOnEachRow bool) (int, error) {
if count == 0 {
return 0, nil
}
var wg sync.WaitGroup
insertQuery := generateInsertStmt(table)
rowsChan := make(chan []getter, 1000)
okRowsChan := countRowsOK(count, bar)
go generateInsertData(count*bulkSize, rowValues, rowsChan)
defaultSeparator1 := ""
if newLineOnEachRow {
defaultSeparator1 = "\n"
}
i := 0
rowsCount := 0
sep1, sep2 := defaultSeparator1, ""
for i < count {
rowData := <-rowsChan
rowsCount++
insertQuery += sep1 + " ("
for _, field := range rowData {
insertQuery += sep2 + field.Quote()
sep2 = ", "
}
insertQuery += ")"
sep1 = ", "
if newLineOnEachRow {
sep1 += "\n"
}
sep2 = ""
if rowsCount < bulkSize {
continue
}
insertQuery += ";\n"
<-sem
wg.Add(1)
go insertFunc(db, insertQuery, okRowsChan, sem, &wg)
insertQuery = generateInsertStmt(table)
sep1, sep2 = defaultSeparator1, ""
rowsCount = 0
i++
}
wg.Wait()
okCount := <-okRowsChan
return okCount, nil
}
func makeSemaphores(count int) chan bool {
sem := make(chan bool, count)
for i := 0; i < count; i++ {
sem <- true
}
return sem
}
// This go-routine keeps track of how many rows were actually inserted
// by the bulk inserts since one or more rows could generate duplicated
// keys so, not allways the number of inserted rows = number of rows in
// the bulk insert
func countRowsOK(count int, bar *uiprogress.Bar) chan int {
var totalOk int
resultsChan := make(chan int, 10000)
go func() {
for i := 0; i < count; i++ {
okCount := <-resultsChan
for j := 0; j < okCount; j++ {
bar.Incr()
}
totalOk += okCount
}
resultsChan <- totalOk
}()
return resultsChan
}
// generateInsertData will generate 'rows' items, where each item in the channel has 'bulkSize' rows.
// For example:
// We need to load 6 rows using a bulk insert having 2 rows per insert, like this:
// INSERT INTO table (f1, f2, f3) VALUES (?, ?, ?), (?, ?, ?)
//
// This function will put into rowsChan 3 elements, each one having the values for 2 rows:
// rowsChan <- [ v1-1, v1-2, v1-3, v2-1, v2-2, v2-3 ]
// rowsChan <- [ v3-1, v3-2, v3-3, v4-1, v4-2, v4-3 ]
// rowsChan <- [ v1-5, v5-2, v5-3, v6-1, v6-2, v6-3 ]
//
func generateInsertData(count int, values insertValues, rowsChan chan []getter) {
for i := 0; i < count; i++ {
insertRow := make([]getter, 0, len(values))
for _, val := range values {
insertRow = append(insertRow, val)
}
rowsChan <- insertRow
}
}
func generateInsertStmt(table *tableparser.Table) string {
fields := getFieldNames(table.Fields)
query := fmt.Sprintf("INSERT IGNORE INTO %s.%s (%s) VALUES ",
backticks(table.Schema),
backticks(table.Name),
strings.Join(fields, ","),
)
return query
}
func runInsert(db *sql.DB, insertQuery string, resultsChan chan int, sem chan bool, wg *sync.WaitGroup) {
result, err := db.Exec(insertQuery)
if err != nil {
log.Debugf("Cannot run insert: %s", err)
resultsChan <- 0
sem <- true
wg.Done()
return
}
rowsAffected, err := result.RowsAffected()
if err != nil {
log.Errorf("Cannot get rows affected after insert: %s", err)
}
resultsChan <- int(rowsAffected)
sem <- true
wg.Done()
}
// makeValueFuncs returns an array of functions to generate all the values needed for a single row
func makeValueFuncs(conn *sql.DB, fields []tableparser.Field, samples int64) insertValues {
var values []getter
for _, field := range fields {
if !field.IsNullable && field.ColumnKey == "PRI" && strings.Contains(field.Extra, "auto_increment") {
continue
}
if field.Constraint != nil {
samples, err := getSamples(conn, field.Constraint.ReferencedTableSchema,
field.Constraint.ReferencedTableName,
field.Constraint.ReferencedColumnName,
samples, field.DataType)
if err != nil {
log.Printf("cannot get samples for field %q: %s\n", field.ColumnName, err)
continue
}
values = append(values, getters.NewRandomSample(field.ColumnName, samples, field.IsNullable))
continue
}
maxValue := maxValues["bigint"]
if m, ok := maxValues[field.DataType]; ok {
maxValue = m
}
switch field.DataType {
case "tinyint", "smallint", "mediumint", "int", "integer", "bigint":
values = append(values, getters.NewRandomInt(field.ColumnName, maxValue, field.IsNullable))
case "float", "decimal", "double":
values = append(values, getters.NewRandomDecimal(field.ColumnName,
field.NumericPrecision.Int64-field.NumericScale.Int64, field.IsNullable))
case "char", "varchar":
values = append(values, getters.NewRandomString(field.ColumnName,
field.CharacterMaximumLength.Int64, field.IsNullable))
case "date":
values = append(values, getters.NewRandomDate(field.ColumnName, field.IsNullable))
case "datetime", "timestamp":
values = append(values, getters.NewRandomDateTime(field.ColumnName, field.IsNullable))
case "tinyblob", "tinytext", "blob", "text", "mediumtext", "mediumblob", "longblob", "longtext":
values = append(values, getters.NewRandomString(field.ColumnName,
field.CharacterMaximumLength.Int64, field.IsNullable))
case "time":
values = append(values, getters.NewRandomTime(field.IsNullable))
case "year":
values = append(values, getters.NewRandomIntRange(field.ColumnName, int64(time.Now().Year()-1),
int64(time.Now().Year()), field.IsNullable))
case "enum", "set":
values = append(values, getters.NewRandomEnum(field.SetEnumVals, field.IsNullable))
case "binary", "varbinary":
values = append(values, getters.NewRandomBinary(field.ColumnName, field.CharacterMaximumLength.Int64, field.IsNullable))
default:
log.Printf("cannot get field type: %s: %s\n", field.ColumnName, field.DataType)
}
}
return values
}
func getFieldNames(fields []tableparser.Field) []string {
var fieldNames []string
for _, field := range fields {
if !isSupportedType(field.DataType) {
continue
}
if !field.IsNullable && field.ColumnKey == "PRI" &&
strings.Contains(field.Extra, "auto_increment") {
continue
}
fieldNames = append(fieldNames, backticks(field.ColumnName))
}
return fieldNames
}
func getSamples(conn *sql.DB, schema, table, field string, samples int64, dataType string) ([]interface{}, error) {
var count int64
var query string
queryCount := fmt.Sprintf("SELECT COUNT(*) FROM `%s`.`%s`", schema, table)
if err := conn.QueryRow(queryCount).Scan(&count); err != nil {
return nil, fmt.Errorf("cannot get count for table %q: %s", table, err)
}
if count < samples {
query = fmt.Sprintf("SELECT `%s` FROM `%s`.`%s`", field, schema, table)
} else {
query = fmt.Sprintf("SELECT `%s` FROM `%s`.`%s` WHERE RAND() <= .3 LIMIT %d",
field, schema, table, samples)
}
rows, err := conn.Query(query)
if err != nil {
return nil, fmt.Errorf("cannot get samples: %s, %s", query, err)
}
defer rows.Close()
values := []interface{}{}
for rows.Next() {
var err error
var val interface{}
switch dataType {
case "tinyint", "smallint", "mediumint", "int", "integer", "bigint", "year":
var v int64
err = rows.Scan(&v)
val = v
case "char", "varchar", "blob", "text", "mediumtext",
"mediumblob", "longblob", "longtext":
var v string
err = rows.Scan(&v)
val = v
case "binary", "varbinary":
var v []rune
err = rows.Scan(&v)
val = v
case "float", "decimal", "double":
var v float64
err = rows.Scan(&v)
val = v
case "date", "time", "datetime", "timestamp":
var v time.Time
err = rows.Scan(&v)
val = v
}
if err != nil {
return nil, fmt.Errorf("cannot scan sample: %s", err)
}
values = append(values, val)
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("cannot get samples: %s", err)
}
return values, nil
}
func backticks(val string) string {
if strings.HasPrefix(val, "`") && strings.HasSuffix(val, "`") {
return url.QueryEscape(val)
}
return "`" + url.QueryEscape(val) + "`"
}
func isSupportedType(fieldType string) bool {
supportedTypes := map[string]bool{
"tinyint": true,
"smallint": true,
"mediumint": true,
"int": true,
"integer": true,
"bigint": true,
"float": true,
"decimal": true,
"double": true,
"char": true,
"varchar": true,
"date": true,
"datetime": true,
"timestamp": true,
"time": true,
"year": true,
"tinyblob": true,
"tinytext": true,
"blob": true,
"text": true,
"mediumblob": true,
"mediumtext": true,
"longblob": true,
"longtext": true,
"binary": true,
"varbinary": true,
"enum": true,
"set": true,
}
_, ok := supportedTypes[fieldType]
return ok
}
func processCliParams() (*cliOptions, error) {
app := kingpin.New("mysql_random_data_loader", "MySQL Random Data Loader")
opts := &cliOptions{
app: app,
BulkSize: app.Flag("bulk-size", "Number of rows per insert statement").Default(fmt.Sprintf("%d", defaultBulkSize)).Int(),
ConfigFile: app.Flag("config-file", "MySQL config file").Default(expandHomeDir(defaultConfigFile)).String(),
Debug: app.Flag("debug", "Log debugging information").Bool(),
Factor: app.Flag("fk-samples-factor", "Percentage used to get random samples for foreign keys fields").Default("0.3").Float64(),
Host: app.Flag("host", "Host name/IP").Short('h').String(),
MaxRetries: app.Flag("max-retries", "Number of rows to insert").Default("100").Int(),
MaxThreads: app.Flag("max-threads", "Maximum number of threads to run inserts").Default("1").Int(),
NoProgress: app.Flag("no-progress", "Show progress bar").Default("false").Bool(),
Pass: app.Flag("password", "Password").Short('p').String(),
Port: app.Flag("port", "Port").Short('P').Int(),
Print: app.Flag("print", "Print queries to the standard output instead of inserting them into the db").Bool(),
Samples: app.Flag("max-fk-samples", "Maximum number of samples for foreign keys fields").Default("100").Int64(),
User: app.Flag("user", "User").Short('u').String(),
Version: app.Flag("version", "Show version and exit").Bool(),
Schema: app.Arg("database", "Database").Required().String(),
TableName: app.Arg("table", "Table").Required().String(),
Rows: app.Arg("rows", "Number of rows to insert").Required().Int(),
}
_, err := app.Parse(os.Args[1:])
if err != nil {
return nil, err
}
if mysqlOpts, err := readMySQLConfigFile(*opts.ConfigFile); err == nil {
checkMySQLParams(opts, mysqlOpts)
}
return opts, nil
}
func checkMySQLParams(opts *cliOptions, mysqlOpts *mysqlOptions) {
if *opts.Host == "" && mysqlOpts.Host != "" {
*opts.Host = mysqlOpts.Host
}
if *opts.Port == 0 && mysqlOpts.Port != 0 {
*opts.Port = mysqlOpts.Port
}
if *opts.User == "" && mysqlOpts.User != "" {
*opts.User = mysqlOpts.User
}
if *opts.Pass == "" && mysqlOpts.Password != "" {
*opts.Pass = mysqlOpts.Password
}
}
func readMySQLConfigFile(filename string) (*mysqlOptions, error) {
cfg, err := ini.Load(expandHomeDir(filename))
if err != nil {
return nil, err
}
section := cfg.Section(defaultMySQLConfigSection)
port, _ := section.Key("port").Int()
mysqlOpts := &mysqlOptions{
Host: section.Key("host").String(),
Port: port,
User: section.Key("user").String(),
Password: section.Key("password").String(),
}
return mysqlOpts, nil
}
func expandHomeDir(dir string) string {
if !strings.HasPrefix(dir, "~") {
return dir
}
u, err := user.Current()
if err != nil {
return dir
}
return u.HomeDir + strings.TrimPrefix(dir, "~")
}