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seaweedfs/weed/mq/offset/benchmark_test.go
chrislu 6e1b96fb4a Phase 6: Complete testing, validation, and documentation
FINAL PHASE - SMQ Native Offset Implementation Complete 

- Create comprehensive end-to-end integration tests covering complete offset flow:
  - TestEndToEndOffsetFlow: Full publish/subscribe workflow with offset tracking
  - TestOffsetPersistenceAcrossRestarts: Validation of offset persistence behavior
  - TestConcurrentOffsetOperations: Multi-threaded offset assignment validation
  - TestOffsetValidationAndErrorHandling: Comprehensive error condition testing
  - All integration tests pass, validating complete system functionality

- Add extensive performance benchmarks for all major operations:
  - BenchmarkOffsetAssignment: Sequential and parallel offset assignment
  - BenchmarkBatchOffsetAssignment: Batch operations with various sizes
  - BenchmarkSQLOffsetStorage: Complete SQL storage operation benchmarks
  - BenchmarkInMemoryVsSQL: Performance comparison between storage backends
  - BenchmarkOffsetSubscription: Subscription lifecycle and operations
  - BenchmarkSMQOffsetIntegration: Full integration layer performance
  - BenchmarkConcurrentOperations: Multi-threaded performance characteristics
  - Benchmarks demonstrate production-ready performance and scalability

- Validate offset consistency and system reliability:
  - Database migration system with automatic schema updates
  - Proper NULL handling in SQL operations and migration management
  - Comprehensive error handling and validation throughout all components
  - Thread-safe operations with proper locking and concurrency control

- Create comprehensive implementation documentation:
  - SMQ_NATIVE_OFFSET_IMPLEMENTATION.md: Complete implementation guide
  - Architecture overview with detailed component descriptions
  - Usage examples for all major operations and integration patterns
  - Performance characteristics and optimization recommendations
  - Deployment considerations and configuration options
  - Troubleshooting guide with common issues and debugging tools
  - Future enhancement roadmap and extension points

- Update development plan with completion status:
  - All 6 phases successfully completed with comprehensive testing
  - 60+ tests covering all components and integration scenarios
  - Production-ready SQL storage backend with migration system
  - Complete broker integration with offset-aware operations
  - Extensive performance validation and optimization
  - Future-proof architecture supporting extensibility

## Implementation Summary

This completes the full implementation of native per-partition sequential offsets
in SeaweedMQ, providing:

 Sequential offset assignment per partition with thread-safe operations
 Persistent SQL storage backend with automatic migrations
 Complete broker integration with offset-aware publishing/subscription
 Comprehensive subscription management with seeking and lag tracking
 Robust error handling and validation throughout the system
 Extensive test coverage (60+ tests) and performance benchmarks
 Production-ready architecture with monitoring and troubleshooting support
 Complete documentation with usage examples and deployment guides

The implementation eliminates the need for external offset mapping while
maintaining high performance, reliability, and compatibility with existing
SeaweedMQ operations. All tests pass and benchmarks demonstrate production-ready
scalability.
2025-09-12 00:58:38 -07:00

451 lines
10 KiB
Go

package offset
import (
"fmt"
"os"
"testing"
"time"
"github.com/seaweedfs/seaweedfs/weed/pb/schema_pb"
_ "github.com/mattn/go-sqlite3"
)
// BenchmarkOffsetAssignment benchmarks sequential offset assignment
func BenchmarkOffsetAssignment(b *testing.B) {
storage := NewInMemoryOffsetStorage()
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
manager, err := NewPartitionOffsetManager(partition, storage)
if err != nil {
b.Fatalf("Failed to create partition manager: %v", err)
}
b.ResetTimer()
b.RunParallel(func(pb *testing.PB) {
for pb.Next() {
manager.AssignOffset()
}
})
}
// BenchmarkBatchOffsetAssignment benchmarks batch offset assignment
func BenchmarkBatchOffsetAssignment(b *testing.B) {
storage := NewInMemoryOffsetStorage()
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
manager, err := NewPartitionOffsetManager(partition, storage)
if err != nil {
b.Fatalf("Failed to create partition manager: %v", err)
}
batchSizes := []int64{1, 10, 100, 1000}
for _, batchSize := range batchSizes {
b.Run(fmt.Sprintf("BatchSize%d", batchSize), func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
manager.AssignOffsets(batchSize)
}
})
}
}
// BenchmarkSQLOffsetStorage benchmarks SQL storage operations
func BenchmarkSQLOffsetStorage(b *testing.B) {
// Create temporary database
tmpFile, err := os.CreateTemp("", "benchmark_*.db")
if err != nil {
b.Fatalf("Failed to create temp database: %v", err)
}
tmpFile.Close()
defer os.Remove(tmpFile.Name())
db, err := CreateDatabase(tmpFile.Name())
if err != nil {
b.Fatalf("Failed to create database: %v", err)
}
defer db.Close()
storage, err := NewSQLOffsetStorage(db)
if err != nil {
b.Fatalf("Failed to create SQL storage: %v", err)
}
defer storage.Close()
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
partitionKey := partitionKey(partition)
b.Run("SaveCheckpoint", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
storage.SaveCheckpoint(partition, int64(i))
}
})
b.Run("LoadCheckpoint", func(b *testing.B) {
storage.SaveCheckpoint(partition, 1000)
b.ResetTimer()
for i := 0; i < b.N; i++ {
storage.LoadCheckpoint(partition)
}
})
b.Run("SaveOffsetMapping", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
storage.SaveOffsetMapping(partitionKey, int64(i), int64(i*1000), 100)
}
})
// Pre-populate for read benchmarks
for i := 0; i < 1000; i++ {
storage.SaveOffsetMapping(partitionKey, int64(i), int64(i*1000), 100)
}
b.Run("GetHighestOffset", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
storage.GetHighestOffset(partition)
}
})
b.Run("LoadOffsetMappings", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
storage.LoadOffsetMappings(partitionKey)
}
})
b.Run("GetOffsetMappingsByRange", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
start := int64(i % 900)
end := start + 100
storage.GetOffsetMappingsByRange(partitionKey, start, end)
}
})
b.Run("GetPartitionStats", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
storage.GetPartitionStats(partitionKey)
}
})
}
// BenchmarkInMemoryVsSQL compares in-memory and SQL storage performance
func BenchmarkInMemoryVsSQL(b *testing.B) {
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
// In-memory storage benchmark
b.Run("InMemory", func(b *testing.B) {
storage := NewInMemoryOffsetStorage()
manager, err := NewPartitionOffsetManager(partition, storage)
if err != nil {
b.Fatalf("Failed to create partition manager: %v", err)
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
manager.AssignOffset()
}
})
// SQL storage benchmark
b.Run("SQL", func(b *testing.B) {
tmpFile, err := os.CreateTemp("", "benchmark_sql_*.db")
if err != nil {
b.Fatalf("Failed to create temp database: %v", err)
}
tmpFile.Close()
defer os.Remove(tmpFile.Name())
db, err := CreateDatabase(tmpFile.Name())
if err != nil {
b.Fatalf("Failed to create database: %v", err)
}
defer db.Close()
storage, err := NewSQLOffsetStorage(db)
if err != nil {
b.Fatalf("Failed to create SQL storage: %v", err)
}
defer storage.Close()
manager, err := NewPartitionOffsetManager(partition, storage)
if err != nil {
b.Fatalf("Failed to create partition manager: %v", err)
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
manager.AssignOffset()
}
})
}
// BenchmarkOffsetSubscription benchmarks subscription operations
func BenchmarkOffsetSubscription(b *testing.B) {
storage := NewInMemoryOffsetStorage()
registry := NewPartitionOffsetRegistry(storage)
subscriber := NewOffsetSubscriber(registry)
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
// Pre-assign offsets
registry.AssignOffsets(partition, 10000)
b.Run("CreateSubscription", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
subscriptionID := fmt.Sprintf("bench-sub-%d", i)
sub, err := subscriber.CreateSubscription(
subscriptionID,
partition,
schema_pb.OffsetType_RESET_TO_EARLIEST,
0,
)
if err != nil {
b.Fatalf("Failed to create subscription: %v", err)
}
subscriber.CloseSubscription(subscriptionID)
_ = sub
}
})
// Create subscription for other benchmarks
sub, err := subscriber.CreateSubscription(
"bench-sub",
partition,
schema_pb.OffsetType_RESET_TO_EARLIEST,
0,
)
if err != nil {
b.Fatalf("Failed to create subscription: %v", err)
}
b.Run("GetOffsetRange", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
sub.GetOffsetRange(100)
}
})
b.Run("AdvanceOffset", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
sub.AdvanceOffset()
}
})
b.Run("GetLag", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
sub.GetLag()
}
})
b.Run("SeekToOffset", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
offset := int64(i % 9000) // Stay within bounds
sub.SeekToOffset(offset)
}
})
}
// BenchmarkSMQOffsetIntegration benchmarks the full integration layer
func BenchmarkSMQOffsetIntegration(b *testing.B) {
storage := NewInMemoryOffsetStorage()
integration := NewSMQOffsetIntegration(storage)
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
b.Run("PublishRecord", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
key := fmt.Sprintf("key-%d", i)
integration.PublishRecord(partition, []byte(key), &schema_pb.RecordValue{})
}
})
b.Run("PublishRecordBatch", func(b *testing.B) {
batchSizes := []int{1, 10, 100}
for _, batchSize := range batchSizes {
b.Run(fmt.Sprintf("BatchSize%d", batchSize), func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
records := make([]PublishRecordRequest, batchSize)
for j := 0; j < batchSize; j++ {
records[j] = PublishRecordRequest{
Key: []byte(fmt.Sprintf("batch-%d-key-%d", i, j)),
Value: &schema_pb.RecordValue{},
}
}
integration.PublishRecordBatch(partition, records)
}
})
}
})
// Pre-populate for subscription benchmarks
records := make([]PublishRecordRequest, 1000)
for i := 0; i < 1000; i++ {
records[i] = PublishRecordRequest{
Key: []byte(fmt.Sprintf("pre-key-%d", i)),
Value: &schema_pb.RecordValue{},
}
}
integration.PublishRecordBatch(partition, records)
b.Run("CreateSubscription", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
subscriptionID := fmt.Sprintf("integration-sub-%d", i)
sub, err := integration.CreateSubscription(
subscriptionID,
partition,
schema_pb.OffsetType_RESET_TO_EARLIEST,
0,
)
if err != nil {
b.Fatalf("Failed to create subscription: %v", err)
}
integration.CloseSubscription(subscriptionID)
_ = sub
}
})
b.Run("GetHighWaterMark", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
integration.GetHighWaterMark(partition)
}
})
b.Run("GetPartitionOffsetInfo", func(b *testing.B) {
b.ResetTimer()
for i := 0; i < b.N; i++ {
integration.GetPartitionOffsetInfo(partition)
}
})
}
// BenchmarkConcurrentOperations benchmarks concurrent offset operations
func BenchmarkConcurrentOperations(b *testing.B) {
storage := NewInMemoryOffsetStorage()
integration := NewSMQOffsetIntegration(storage)
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
b.Run("ConcurrentPublish", func(b *testing.B) {
b.ResetTimer()
b.RunParallel(func(pb *testing.PB) {
i := 0
for pb.Next() {
key := fmt.Sprintf("concurrent-key-%d", i)
integration.PublishRecord(partition, []byte(key), &schema_pb.RecordValue{})
i++
}
})
})
// Pre-populate for concurrent reads
for i := 0; i < 1000; i++ {
key := fmt.Sprintf("read-key-%d", i)
integration.PublishRecord(partition, []byte(key), &schema_pb.RecordValue{})
}
b.Run("ConcurrentRead", func(b *testing.B) {
b.ResetTimer()
b.RunParallel(func(pb *testing.PB) {
for pb.Next() {
integration.GetHighWaterMark(partition)
}
})
})
b.Run("ConcurrentMixed", func(b *testing.B) {
b.ResetTimer()
b.RunParallel(func(pb *testing.PB) {
i := 0
for pb.Next() {
if i%10 == 0 {
// 10% writes
key := fmt.Sprintf("mixed-key-%d", i)
integration.PublishRecord(partition, []byte(key), &schema_pb.RecordValue{})
} else {
// 90% reads
integration.GetHighWaterMark(partition)
}
i++
}
})
})
}
// BenchmarkMemoryUsage benchmarks memory usage patterns
func BenchmarkMemoryUsage(b *testing.B) {
b.Run("InMemoryStorage", func(b *testing.B) {
storage := NewInMemoryOffsetStorage()
partition := &schema_pb.Partition{
RingSize: 1024,
RangeStart: 0,
RangeStop: 31,
UnixTimeNs: time.Now().UnixNano(),
}
manager, err := NewPartitionOffsetManager(partition, storage)
if err != nil {
b.Fatalf("Failed to create partition manager: %v", err)
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
manager.AssignOffset()
if i%1000 == 0 {
// Periodic checkpoint to simulate real usage
manager.checkpoint(int64(i))
}
}
})
}