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
|
package consumer
import (
"context"
"encoding/binary"
"encoding/json"
"fmt"
"log"
"sync"
"time"
"github.com/IBM/sarama"
"github.com/linkedin/goavro/v2"
"github.com/seaweedfs/seaweedfs/test/kafka/kafka-client-loadtest/internal/config"
"github.com/seaweedfs/seaweedfs/test/kafka/kafka-client-loadtest/internal/metrics"
pb "github.com/seaweedfs/seaweedfs/test/kafka/kafka-client-loadtest/internal/schema/pb"
"google.golang.org/protobuf/proto"
)
// Consumer represents a Kafka consumer for load testing
type Consumer struct {
id int
config *config.Config
metricsCollector *metrics.Collector
saramaConsumer sarama.ConsumerGroup
useConfluent bool // Always false, Sarama only
topics []string
consumerGroup string
avroCodec *goavro.Codec
// Schema format tracking per topic
schemaFormats map[string]string // topic -> schema format mapping (AVRO, JSON, PROTOBUF)
// Processing tracking
messagesProcessed int64
lastOffset map[string]map[int32]int64
offsetMutex sync.RWMutex
}
// New creates a new consumer instance
func New(cfg *config.Config, collector *metrics.Collector, id int) (*Consumer, error) {
// All consumers share the same group for load balancing across partitions
consumerGroup := cfg.Consumers.GroupPrefix
c := &Consumer{
id: id,
config: cfg,
metricsCollector: collector,
topics: cfg.GetTopicNames(),
consumerGroup: consumerGroup,
useConfluent: false, // Use Sarama by default
lastOffset: make(map[string]map[int32]int64),
schemaFormats: make(map[string]string),
}
// Initialize schema formats for each topic (must match producer logic)
// This mirrors the format distribution in cmd/loadtest/main.go registerSchemas()
for i, topic := range c.topics {
var schemaFormat string
if cfg.Producers.SchemaFormat != "" {
// Use explicit config if provided
schemaFormat = cfg.Producers.SchemaFormat
} else {
// Distribute across formats (same as producer)
switch i % 3 {
case 0:
schemaFormat = "AVRO"
case 1:
schemaFormat = "JSON"
case 2:
schemaFormat = "PROTOBUF"
}
}
c.schemaFormats[topic] = schemaFormat
log.Printf("Consumer %d: Topic %s will use schema format: %s", id, topic, schemaFormat)
}
// Initialize consumer based on configuration
if c.useConfluent {
if err := c.initConfluentConsumer(); err != nil {
return nil, fmt.Errorf("failed to initialize Confluent consumer: %w", err)
}
} else {
if err := c.initSaramaConsumer(); err != nil {
return nil, fmt.Errorf("failed to initialize Sarama consumer: %w", err)
}
}
// Initialize Avro codec if schemas are enabled
if cfg.Schemas.Enabled {
if err := c.initAvroCodec(); err != nil {
return nil, fmt.Errorf("failed to initialize Avro codec: %w", err)
}
}
log.Printf("Consumer %d initialized for group %s", id, consumerGroup)
return c, nil
}
// initSaramaConsumer initializes the Sarama consumer group
func (c *Consumer) initSaramaConsumer() error {
config := sarama.NewConfig()
// Consumer configuration
config.Consumer.Return.Errors = true
config.Consumer.Offsets.Initial = sarama.OffsetOldest
if c.config.Consumers.AutoOffsetReset == "latest" {
config.Consumer.Offsets.Initial = sarama.OffsetNewest
}
// Auto commit configuration
config.Consumer.Offsets.AutoCommit.Enable = c.config.Consumers.EnableAutoCommit
config.Consumer.Offsets.AutoCommit.Interval = time.Duration(c.config.Consumers.AutoCommitIntervalMs) * time.Millisecond
// Session and heartbeat configuration
config.Consumer.Group.Session.Timeout = time.Duration(c.config.Consumers.SessionTimeoutMs) * time.Millisecond
config.Consumer.Group.Heartbeat.Interval = time.Duration(c.config.Consumers.HeartbeatIntervalMs) * time.Millisecond
// Fetch configuration
config.Consumer.Fetch.Min = int32(c.config.Consumers.FetchMinBytes)
config.Consumer.Fetch.Default = 10 * 1024 * 1024 // 10MB per partition (increased from 1MB default)
config.Consumer.Fetch.Max = int32(c.config.Consumers.FetchMaxBytes)
config.Consumer.MaxWaitTime = time.Duration(c.config.Consumers.FetchMaxWaitMs) * time.Millisecond
config.Consumer.MaxProcessingTime = time.Duration(c.config.Consumers.MaxPollIntervalMs) * time.Millisecond
// Channel buffer sizes for concurrent partition consumption
config.ChannelBufferSize = 256 // Increase from default 256 to allow more buffering
// Enable concurrent partition fetching by increasing the number of broker connections
// This allows Sarama to fetch from multiple partitions in parallel
config.Net.MaxOpenRequests = 20 // Increase from default 5 to allow 20 concurrent requests
// Version
config.Version = sarama.V2_8_0_0
// Create consumer group
consumerGroup, err := sarama.NewConsumerGroup(c.config.Kafka.BootstrapServers, c.consumerGroup, config)
if err != nil {
return fmt.Errorf("failed to create Sarama consumer group: %w", err)
}
c.saramaConsumer = consumerGroup
return nil
}
// initConfluentConsumer initializes the Confluent Kafka Go consumer
func (c *Consumer) initConfluentConsumer() error {
// Confluent consumer disabled, using Sarama only
return fmt.Errorf("confluent consumer not enabled")
}
// initAvroCodec initializes the Avro codec for schema-based messages
func (c *Consumer) initAvroCodec() error {
// Use the LoadTestMessage schema (matches what producer uses)
loadTestSchema := `{
"type": "record",
"name": "LoadTestMessage",
"namespace": "com.seaweedfs.loadtest",
"fields": [
{"name": "id", "type": "string"},
{"name": "timestamp", "type": "long"},
{"name": "producer_id", "type": "int"},
{"name": "counter", "type": "long"},
{"name": "user_id", "type": "string"},
{"name": "event_type", "type": "string"},
{"name": "properties", "type": {"type": "map", "values": "string"}}
]
}`
codec, err := goavro.NewCodec(loadTestSchema)
if err != nil {
return fmt.Errorf("failed to create Avro codec: %w", err)
}
c.avroCodec = codec
return nil
}
// Run starts the consumer and consumes messages until the context is cancelled
func (c *Consumer) Run(ctx context.Context) {
log.Printf("Consumer %d starting for group %s", c.id, c.consumerGroup)
defer log.Printf("Consumer %d stopped", c.id)
if c.useConfluent {
c.runConfluentConsumer(ctx)
} else {
c.runSaramaConsumer(ctx)
}
}
// runSaramaConsumer runs the Sarama consumer group
func (c *Consumer) runSaramaConsumer(ctx context.Context) {
handler := &ConsumerGroupHandler{
consumer: c,
}
var wg sync.WaitGroup
// Start error handler
wg.Add(1)
go func() {
defer wg.Done()
for {
select {
case err, ok := <-c.saramaConsumer.Errors():
if !ok {
return
}
log.Printf("Consumer %d error: %v", c.id, err)
c.metricsCollector.RecordConsumerError()
case <-ctx.Done():
return
}
}
}()
// Start consumer group session
wg.Add(1)
go func() {
defer wg.Done()
for {
select {
case <-ctx.Done():
return
default:
if err := c.saramaConsumer.Consume(ctx, c.topics, handler); err != nil {
log.Printf("Consumer %d: Error consuming: %v", c.id, err)
c.metricsCollector.RecordConsumerError()
// Wait briefly before retrying (reduced from 5s to 1s for faster recovery)
select {
case <-time.After(1 * time.Second):
case <-ctx.Done():
return
}
}
}
}
}()
// Start lag monitoring
wg.Add(1)
go func() {
defer wg.Done()
c.monitorConsumerLag(ctx)
}()
// Wait for completion
<-ctx.Done()
log.Printf("Consumer %d: Context cancelled, shutting down", c.id)
wg.Wait()
}
// runConfluentConsumer runs the Confluent consumer
func (c *Consumer) runConfluentConsumer(ctx context.Context) {
// Confluent consumer disabled, using Sarama only
log.Printf("Consumer %d: Confluent consumer not enabled", c.id)
}
// processMessage processes a consumed message
func (c *Consumer) processMessage(topicPtr *string, partition int32, offset int64, key, value []byte) error {
topic := ""
if topicPtr != nil {
topic = *topicPtr
}
// Update offset tracking
c.updateOffset(topic, partition, offset)
// Decode message based on topic-specific schema format
var decodedMessage interface{}
var err error
// Determine schema format for this topic (if schemas are enabled)
var schemaFormat string
if c.config.Schemas.Enabled {
schemaFormat = c.schemaFormats[topic]
if schemaFormat == "" {
// Fallback to config if topic not in map
schemaFormat = c.config.Producers.ValueType
}
} else {
// No schemas, use global value type
schemaFormat = c.config.Producers.ValueType
}
// Decode message based on format
switch schemaFormat {
case "avro", "AVRO":
decodedMessage, err = c.decodeAvroMessage(value)
case "json", "JSON", "JSON_SCHEMA":
decodedMessage, err = c.decodeJSONSchemaMessage(value)
case "protobuf", "PROTOBUF":
decodedMessage, err = c.decodeProtobufMessage(value)
case "binary":
decodedMessage, err = c.decodeBinaryMessage(value)
default:
// Fallback to plain JSON
decodedMessage, err = c.decodeJSONMessage(value)
}
if err != nil {
return fmt.Errorf("failed to decode message: %w", err)
}
// Note: Removed artificial delay to allow maximum throughput
// If you need to simulate processing time, add a configurable delay setting
// time.Sleep(time.Millisecond) // Minimal processing delay
// Record metrics
c.metricsCollector.RecordConsumedMessage(len(value))
c.messagesProcessed++
// Log progress
if c.id == 0 && c.messagesProcessed%1000 == 0 {
log.Printf("Consumer %d: Processed %d messages (latest: %s[%d]@%d)",
c.id, c.messagesProcessed, topic, partition, offset)
}
// Optional: Validate message content (for testing purposes)
if c.config.Chaos.Enabled {
if err := c.validateMessage(decodedMessage); err != nil {
log.Printf("Consumer %d: Message validation failed: %v", c.id, err)
}
}
return nil
}
// decodeJSONMessage decodes a JSON message
func (c *Consumer) decodeJSONMessage(value []byte) (interface{}, error) {
var message map[string]interface{}
if err := json.Unmarshal(value, &message); err != nil {
// DEBUG: Log the raw bytes when JSON parsing fails
log.Printf("Consumer %d: JSON decode failed. Length: %d, Raw bytes (hex): %x, Raw string: %q, Error: %v",
c.id, len(value), value, string(value), err)
return nil, err
}
return message, nil
}
// decodeAvroMessage decodes an Avro message (handles Confluent Wire Format)
func (c *Consumer) decodeAvroMessage(value []byte) (interface{}, error) {
if c.avroCodec == nil {
return nil, fmt.Errorf("Avro codec not initialized")
}
// Handle Confluent Wire Format when schemas are enabled
var avroData []byte
if c.config.Schemas.Enabled {
if len(value) < 5 {
return nil, fmt.Errorf("message too short for Confluent Wire Format: %d bytes", len(value))
}
// Check magic byte (should be 0)
if value[0] != 0 {
return nil, fmt.Errorf("invalid Confluent Wire Format magic byte: %d", value[0])
}
// Extract schema ID (bytes 1-4, big-endian)
schemaID := binary.BigEndian.Uint32(value[1:5])
_ = schemaID // TODO: Could validate schema ID matches expected schema
// Extract Avro data (bytes 5+)
avroData = value[5:]
} else {
// No wire format, use raw data
avroData = value
}
native, _, err := c.avroCodec.NativeFromBinary(avroData)
if err != nil {
return nil, fmt.Errorf("failed to decode Avro data: %w", err)
}
return native, nil
}
// decodeJSONSchemaMessage decodes a JSON Schema message (handles Confluent Wire Format)
func (c *Consumer) decodeJSONSchemaMessage(value []byte) (interface{}, error) {
// Handle Confluent Wire Format when schemas are enabled
var jsonData []byte
if c.config.Schemas.Enabled {
if len(value) < 5 {
return nil, fmt.Errorf("message too short for Confluent Wire Format: %d bytes", len(value))
}
// Check magic byte (should be 0)
if value[0] != 0 {
return nil, fmt.Errorf("invalid Confluent Wire Format magic byte: %d", value[0])
}
// Extract schema ID (bytes 1-4, big-endian)
schemaID := binary.BigEndian.Uint32(value[1:5])
_ = schemaID // TODO: Could validate schema ID matches expected schema
// Extract JSON data (bytes 5+)
jsonData = value[5:]
} else {
// No wire format, use raw data
jsonData = value
}
// Decode JSON
var message map[string]interface{}
if err := json.Unmarshal(jsonData, &message); err != nil {
return nil, fmt.Errorf("failed to decode JSON data: %w", err)
}
return message, nil
}
// decodeProtobufMessage decodes a Protobuf message (handles Confluent Wire Format)
func (c *Consumer) decodeProtobufMessage(value []byte) (interface{}, error) {
// Handle Confluent Wire Format when schemas are enabled
var protoData []byte
if c.config.Schemas.Enabled {
if len(value) < 5 {
return nil, fmt.Errorf("message too short for Confluent Wire Format: %d bytes", len(value))
}
// Check magic byte (should be 0)
if value[0] != 0 {
return nil, fmt.Errorf("invalid Confluent Wire Format magic byte: %d", value[0])
}
// Extract schema ID (bytes 1-4, big-endian)
schemaID := binary.BigEndian.Uint32(value[1:5])
_ = schemaID // TODO: Could validate schema ID matches expected schema
// Extract Protobuf data (bytes 5+)
protoData = value[5:]
} else {
// No wire format, use raw data
protoData = value
}
// Unmarshal protobuf message
var protoMsg pb.LoadTestMessage
if err := proto.Unmarshal(protoData, &protoMsg); err != nil {
return nil, fmt.Errorf("failed to unmarshal Protobuf data: %w", err)
}
// Convert to map for consistency with other decoders
return map[string]interface{}{
"id": protoMsg.Id,
"timestamp": protoMsg.Timestamp,
"producer_id": protoMsg.ProducerId,
"counter": protoMsg.Counter,
"user_id": protoMsg.UserId,
"event_type": protoMsg.EventType,
"properties": protoMsg.Properties,
}, nil
}
// decodeBinaryMessage decodes a binary message
func (c *Consumer) decodeBinaryMessage(value []byte) (interface{}, error) {
if len(value) < 20 {
return nil, fmt.Errorf("binary message too short")
}
// Extract fields from the binary format:
// [producer_id:4][counter:8][timestamp:8][random_data:...]
producerID := int(value[0])<<24 | int(value[1])<<16 | int(value[2])<<8 | int(value[3])
var counter int64
for i := 0; i < 8; i++ {
counter |= int64(value[4+i]) << (56 - i*8)
}
var timestamp int64
for i := 0; i < 8; i++ {
timestamp |= int64(value[12+i]) << (56 - i*8)
}
return map[string]interface{}{
"producer_id": producerID,
"counter": counter,
"timestamp": timestamp,
"data_size": len(value),
}, nil
}
// validateMessage performs basic message validation
func (c *Consumer) validateMessage(message interface{}) error {
// This is a placeholder for message validation logic
// In a real load test, you might validate:
// - Message structure
// - Required fields
// - Data consistency
// - Schema compliance
if message == nil {
return fmt.Errorf("message is nil")
}
return nil
}
// updateOffset updates the last seen offset for lag calculation
func (c *Consumer) updateOffset(topic string, partition int32, offset int64) {
c.offsetMutex.Lock()
defer c.offsetMutex.Unlock()
if c.lastOffset[topic] == nil {
c.lastOffset[topic] = make(map[int32]int64)
}
c.lastOffset[topic][partition] = offset
}
// monitorConsumerLag monitors and reports consumer lag
func (c *Consumer) monitorConsumerLag(ctx context.Context) {
ticker := time.NewTicker(30 * time.Second)
defer ticker.Stop()
for {
select {
case <-ctx.Done():
return
case <-ticker.C:
c.reportConsumerLag()
}
}
}
// reportConsumerLag calculates and reports consumer lag
func (c *Consumer) reportConsumerLag() {
// This is a simplified lag calculation
// In a real implementation, you would query the broker for high water marks
c.offsetMutex.RLock()
defer c.offsetMutex.RUnlock()
for topic, partitions := range c.lastOffset {
for partition, _ := range partitions {
// For simplicity, assume lag is always 0 when we're consuming actively
// In a real test, you would compare against the high water mark
lag := int64(0)
c.metricsCollector.UpdateConsumerLag(c.consumerGroup, topic, partition, lag)
}
}
}
// Close closes the consumer and cleans up resources
func (c *Consumer) Close() error {
log.Printf("Consumer %d: Closing", c.id)
if c.saramaConsumer != nil {
return c.saramaConsumer.Close()
}
return nil
}
// ConsumerGroupHandler implements sarama.ConsumerGroupHandler
type ConsumerGroupHandler struct {
consumer *Consumer
}
// Setup is run at the beginning of a new session, before ConsumeClaim
func (h *ConsumerGroupHandler) Setup(sarama.ConsumerGroupSession) error {
log.Printf("Consumer %d: Consumer group session setup", h.consumer.id)
return nil
}
// Cleanup is run at the end of a session, once all ConsumeClaim goroutines have exited
func (h *ConsumerGroupHandler) Cleanup(sarama.ConsumerGroupSession) error {
log.Printf("Consumer %d: Consumer group session cleanup", h.consumer.id)
return nil
}
// ConsumeClaim must start a consumer loop of ConsumerGroupClaim's Messages()
func (h *ConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSession, claim sarama.ConsumerGroupClaim) error {
msgCount := 0
for {
select {
case message, ok := <-claim.Messages():
if !ok {
return nil
}
msgCount++
// Process the message
var key []byte
if message.Key != nil {
key = message.Key
}
if err := h.consumer.processMessage(&message.Topic, message.Partition, message.Offset, key, message.Value); err != nil {
log.Printf("Consumer %d: Error processing message: %v", h.consumer.id, err)
h.consumer.metricsCollector.RecordConsumerError()
// Add a small delay for schema validation or other processing errors to avoid overloading
// select {
// case <-time.After(100 * time.Millisecond):
// // Continue after brief delay
// case <-session.Context().Done():
// return nil
// }
} else {
// Mark message as processed
session.MarkMessage(message, "")
}
case <-session.Context().Done():
log.Printf("Consumer %d: Session context cancelled for %s[%d]",
h.consumer.id, claim.Topic(), claim.Partition())
return nil
}
}
}
// Helper functions
func joinStrings(strs []string, sep string) string {
if len(strs) == 0 {
return ""
}
result := strs[0]
for i := 1; i < len(strs); i++ {
result += sep + strs[i]
}
return result
}
|