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Phase 4: Integrate schema decoding into Kafka Produce path
Phase 4: Integrate schema decoding into Kafka Produce path
- Add Schema Manager to coordinate registry, decoders, and validation - Integrate schema management into Handler with enable/disable controls - Add schema processing functions in Produce path for schematized messages - Support both permissive and strict validation modes - Include message extraction and compatibility validation stubs - Add comprehensive Manager tests with mock registry server - Prepare foundation for SeaweedMQ integration in Phase 8 This enables the Kafka Gateway to detect, decode, and process schematized messages.pull/7231/head
4 changed files with 826 additions and 0 deletions
-
31weed/mq/kafka/protocol/handler.go
-
106weed/mq/kafka/protocol/produce.go
-
358weed/mq/kafka/schema/manager.go
-
331weed/mq/kafka/schema/manager_test.go
@ -0,0 +1,358 @@ |
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package schema |
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|
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import ( |
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"fmt" |
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"sync" |
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|
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"github.com/seaweedfs/seaweedfs/weed/pb/schema_pb" |
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) |
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|
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// Manager coordinates schema operations for the Kafka Gateway
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type Manager struct { |
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registryClient *RegistryClient |
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|
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// Decoder cache
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avroDecoders map[uint32]*AvroDecoder // schema ID -> decoder
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decoderMu sync.RWMutex |
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|
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// Configuration
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config ManagerConfig |
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} |
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|
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// ManagerConfig holds configuration for the schema manager
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type ManagerConfig struct { |
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RegistryURL string |
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RegistryUsername string |
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RegistryPassword string |
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CacheTTL string |
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ValidationMode ValidationMode |
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EnableMirroring bool |
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MirrorPath string // Path in SeaweedFS Filer to mirror schemas
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} |
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|
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// ValidationMode defines how strict schema validation should be
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type ValidationMode int |
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const ( |
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ValidationPermissive ValidationMode = iota // Allow unknown fields, best-effort decoding
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ValidationStrict // Reject messages that don't match schema exactly
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) |
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// DecodedMessage represents a decoded Kafka message with schema information
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type DecodedMessage struct { |
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// Original envelope information
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Envelope *ConfluentEnvelope |
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// Schema information
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SchemaID uint32 |
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SchemaFormat Format |
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Subject string |
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Version int |
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|
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// Decoded data
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RecordValue *schema_pb.RecordValue |
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RecordType *schema_pb.RecordType |
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// Metadata for storage
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Metadata map[string]string |
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} |
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|
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// NewManager creates a new schema manager
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func NewManager(config ManagerConfig) (*Manager, error) { |
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registryConfig := RegistryConfig{ |
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URL: config.RegistryURL, |
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Username: config.RegistryUsername, |
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Password: config.RegistryPassword, |
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} |
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|
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registryClient := NewRegistryClient(registryConfig) |
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return &Manager{ |
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registryClient: registryClient, |
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avroDecoders: make(map[uint32]*AvroDecoder), |
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config: config, |
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}, nil |
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} |
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|
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// NewManagerWithHealthCheck creates a new schema manager and validates connectivity
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func NewManagerWithHealthCheck(config ManagerConfig) (*Manager, error) { |
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manager, err := NewManager(config) |
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if err != nil { |
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return nil, err |
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} |
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|
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// Test connectivity
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if err := manager.registryClient.HealthCheck(); err != nil { |
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return nil, fmt.Errorf("schema registry health check failed: %w", err) |
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} |
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return manager, nil |
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} |
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|
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// DecodeMessage decodes a Kafka message if it contains schema information
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func (m *Manager) DecodeMessage(messageBytes []byte) (*DecodedMessage, error) { |
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// Step 1: Check if message is schematized
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envelope, isSchematized := ParseConfluentEnvelope(messageBytes) |
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if !isSchematized { |
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return nil, fmt.Errorf("message is not schematized") |
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} |
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|
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// Step 2: Validate envelope
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if err := envelope.Validate(); err != nil { |
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return nil, fmt.Errorf("invalid envelope: %w", err) |
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} |
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|
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// Step 3: Get schema from registry
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cachedSchema, err := m.registryClient.GetSchemaByID(envelope.SchemaID) |
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if err != nil { |
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return nil, fmt.Errorf("failed to get schema %d: %w", envelope.SchemaID, err) |
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} |
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|
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// Step 4: Decode based on format
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var recordValue *schema_pb.RecordValue |
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var recordType *schema_pb.RecordType |
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|
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switch cachedSchema.Format { |
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case FormatAvro: |
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recordValue, recordType, err = m.decodeAvroMessage(envelope, cachedSchema) |
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if err != nil { |
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return nil, fmt.Errorf("failed to decode Avro message: %w", err) |
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} |
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case FormatProtobuf: |
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return nil, fmt.Errorf("Protobuf decoding not yet implemented (Phase 5)") |
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case FormatJSONSchema: |
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return nil, fmt.Errorf("JSON Schema decoding not yet implemented (Phase 6)") |
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default: |
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return nil, fmt.Errorf("unsupported schema format: %v", cachedSchema.Format) |
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} |
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|
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// Step 5: Create decoded message
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decodedMsg := &DecodedMessage{ |
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Envelope: envelope, |
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SchemaID: envelope.SchemaID, |
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SchemaFormat: cachedSchema.Format, |
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Subject: cachedSchema.Subject, |
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Version: cachedSchema.Version, |
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RecordValue: recordValue, |
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RecordType: recordType, |
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Metadata: m.createMetadata(envelope, cachedSchema), |
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} |
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return decodedMsg, nil |
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} |
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// decodeAvroMessage decodes an Avro message using cached or new decoder
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func (m *Manager) decodeAvroMessage(envelope *ConfluentEnvelope, cachedSchema *CachedSchema) (*schema_pb.RecordValue, *schema_pb.RecordType, error) { |
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// Get or create Avro decoder
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decoder, err := m.getAvroDecoder(envelope.SchemaID, cachedSchema.Schema) |
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if err != nil { |
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return nil, nil, fmt.Errorf("failed to get Avro decoder: %w", err) |
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} |
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|
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// Decode to RecordValue
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recordValue, err := decoder.DecodeToRecordValue(envelope.Payload) |
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if err != nil { |
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if m.config.ValidationMode == ValidationStrict { |
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return nil, nil, fmt.Errorf("strict validation failed: %w", err) |
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} |
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// In permissive mode, try to decode as much as possible
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// For now, return the error - we could implement partial decoding later
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return nil, nil, fmt.Errorf("permissive decoding failed: %w", err) |
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} |
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// Infer or get RecordType
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recordType, err := decoder.InferRecordType() |
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if err != nil { |
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// Fall back to inferring from the decoded map
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if decodedMap, decodeErr := decoder.Decode(envelope.Payload); decodeErr == nil { |
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recordType = InferRecordTypeFromMap(decodedMap) |
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} else { |
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return nil, nil, fmt.Errorf("failed to infer record type: %w", err) |
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} |
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} |
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return recordValue, recordType, nil |
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} |
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// getAvroDecoder gets or creates an Avro decoder for the given schema
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func (m *Manager) getAvroDecoder(schemaID uint32, schemaStr string) (*AvroDecoder, error) { |
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// Check cache first
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m.decoderMu.RLock() |
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if decoder, exists := m.avroDecoders[schemaID]; exists { |
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m.decoderMu.RUnlock() |
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return decoder, nil |
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} |
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m.decoderMu.RUnlock() |
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|
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// Create new decoder
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decoder, err := NewAvroDecoder(schemaStr) |
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if err != nil { |
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return nil, err |
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} |
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// Cache the decoder
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m.decoderMu.Lock() |
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m.avroDecoders[schemaID] = decoder |
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m.decoderMu.Unlock() |
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return decoder, nil |
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} |
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// createMetadata creates metadata for storage in SeaweedMQ
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func (m *Manager) createMetadata(envelope *ConfluentEnvelope, cachedSchema *CachedSchema) map[string]string { |
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metadata := envelope.Metadata() |
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// Add schema registry information
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metadata["schema_subject"] = cachedSchema.Subject |
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metadata["schema_version"] = fmt.Sprintf("%d", cachedSchema.Version) |
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metadata["registry_url"] = m.registryClient.baseURL |
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// Add decoding information
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metadata["decoded_at"] = fmt.Sprintf("%d", cachedSchema.CachedAt.Unix()) |
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metadata["validation_mode"] = fmt.Sprintf("%d", m.config.ValidationMode) |
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return metadata |
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} |
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// IsSchematized checks if a message contains schema information
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func (m *Manager) IsSchematized(messageBytes []byte) bool { |
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return IsSchematized(messageBytes) |
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} |
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// GetSchemaInfo extracts basic schema information without full decoding
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func (m *Manager) GetSchemaInfo(messageBytes []byte) (uint32, Format, error) { |
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envelope, ok := ParseConfluentEnvelope(messageBytes) |
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if !ok { |
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return 0, FormatUnknown, fmt.Errorf("not a schematized message") |
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} |
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// Get basic schema info from cache or registry
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cachedSchema, err := m.registryClient.GetSchemaByID(envelope.SchemaID) |
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if err != nil { |
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return 0, FormatUnknown, fmt.Errorf("failed to get schema info: %w", err) |
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} |
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return envelope.SchemaID, cachedSchema.Format, nil |
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} |
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// RegisterSchema registers a new schema with the registry
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func (m *Manager) RegisterSchema(subject, schema string) (uint32, error) { |
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return m.registryClient.RegisterSchema(subject, schema) |
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} |
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// CheckCompatibility checks if a schema is compatible with existing versions
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func (m *Manager) CheckCompatibility(subject, schema string) (bool, error) { |
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return m.registryClient.CheckCompatibility(subject, schema) |
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} |
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// ListSubjects returns all subjects in the registry
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func (m *Manager) ListSubjects() ([]string, error) { |
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return m.registryClient.ListSubjects() |
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} |
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// ClearCache clears all cached decoders and registry data
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func (m *Manager) ClearCache() { |
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m.decoderMu.Lock() |
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m.avroDecoders = make(map[uint32]*AvroDecoder) |
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m.decoderMu.Unlock() |
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m.registryClient.ClearCache() |
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} |
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// GetCacheStats returns cache statistics
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func (m *Manager) GetCacheStats() (decoders, schemas, subjects int) { |
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m.decoderMu.RLock() |
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decoders = len(m.avroDecoders) |
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m.decoderMu.RUnlock() |
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schemas, subjects = m.registryClient.GetCacheStats() |
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return |
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} |
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// EncodeMessage encodes a RecordValue back to Confluent format (for Fetch path)
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func (m *Manager) EncodeMessage(recordValue *schema_pb.RecordValue, schemaID uint32, format Format) ([]byte, error) { |
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switch format { |
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case FormatAvro: |
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return m.encodeAvroMessage(recordValue, schemaID) |
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case FormatProtobuf: |
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return nil, fmt.Errorf("Protobuf encoding not yet implemented (Phase 7)") |
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case FormatJSONSchema: |
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return nil, fmt.Errorf("JSON Schema encoding not yet implemented (Phase 7)") |
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default: |
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return nil, fmt.Errorf("unsupported format for encoding: %v", format) |
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} |
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} |
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// encodeAvroMessage encodes a RecordValue back to Avro binary format
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func (m *Manager) encodeAvroMessage(recordValue *schema_pb.RecordValue, schemaID uint32) ([]byte, error) { |
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// Get schema from registry
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cachedSchema, err := m.registryClient.GetSchemaByID(schemaID) |
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if err != nil { |
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return nil, fmt.Errorf("failed to get schema for encoding: %w", err) |
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} |
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|
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// Get decoder (which contains the codec)
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decoder, err := m.getAvroDecoder(schemaID, cachedSchema.Schema) |
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if err != nil { |
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return nil, fmt.Errorf("failed to get decoder for encoding: %w", err) |
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} |
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// Convert RecordValue back to Go map
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goMap := recordValueToMap(recordValue) |
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// Encode using Avro codec
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binary, err := decoder.codec.BinaryFromNative(nil, goMap) |
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if err != nil { |
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return nil, fmt.Errorf("failed to encode to Avro binary: %w", err) |
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} |
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// Create Confluent envelope
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envelope := CreateConfluentEnvelope(FormatAvro, schemaID, nil, binary) |
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return envelope, nil |
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} |
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// recordValueToMap converts a RecordValue back to a Go map for encoding
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func recordValueToMap(recordValue *schema_pb.RecordValue) map[string]interface{} { |
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result := make(map[string]interface{}) |
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for key, value := range recordValue.Fields { |
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result[key] = schemaValueToGoValue(value) |
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} |
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return result |
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} |
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|
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// schemaValueToGoValue converts a schema Value back to a Go value
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func schemaValueToGoValue(value *schema_pb.Value) interface{} { |
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switch v := value.Kind.(type) { |
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case *schema_pb.Value_BoolValue: |
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return v.BoolValue |
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case *schema_pb.Value_Int32Value: |
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return v.Int32Value |
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case *schema_pb.Value_Int64Value: |
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return v.Int64Value |
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case *schema_pb.Value_FloatValue: |
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return v.FloatValue |
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case *schema_pb.Value_DoubleValue: |
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return v.DoubleValue |
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case *schema_pb.Value_StringValue: |
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return v.StringValue |
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case *schema_pb.Value_BytesValue: |
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return v.BytesValue |
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case *schema_pb.Value_ListValue: |
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result := make([]interface{}, len(v.ListValue.Values)) |
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for i, item := range v.ListValue.Values { |
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result[i] = schemaValueToGoValue(item) |
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} |
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return result |
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case *schema_pb.Value_RecordValue: |
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return recordValueToMap(v.RecordValue) |
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case *schema_pb.Value_TimestampValue: |
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// Convert back to time if needed, or return as int64
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return v.TimestampValue.TimestampMicros |
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default: |
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// Default to string representation
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return fmt.Sprintf("%v", value) |
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} |
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} |
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@ -0,0 +1,331 @@ |
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package schema |
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import ( |
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"encoding/json" |
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"net/http" |
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"net/http/httptest" |
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"testing" |
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"github.com/linkedin/goavro/v2" |
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) |
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func TestManager_DecodeMessage(t *testing.T) { |
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// Create mock schema registry
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server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { |
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if r.URL.Path == "/schemas/ids/1" { |
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response := map[string]interface{}{ |
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"schema": `{ |
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"type": "record", |
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"name": "User", |
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"fields": [ |
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{"name": "id", "type": "int"}, |
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{"name": "name", "type": "string"} |
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] |
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}`, |
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"subject": "user-value", |
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"version": 1, |
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} |
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json.NewEncoder(w).Encode(response) |
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} else { |
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w.WriteHeader(http.StatusNotFound) |
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} |
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})) |
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defer server.Close() |
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|
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// Create manager
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config := ManagerConfig{ |
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RegistryURL: server.URL, |
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ValidationMode: ValidationPermissive, |
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} |
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manager, err := NewManager(config) |
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if err != nil { |
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t.Fatalf("Failed to create manager: %v", err) |
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} |
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|
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// Create test Avro message
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avroSchema := `{ |
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"type": "record", |
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"name": "User", |
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"fields": [ |
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{"name": "id", "type": "int"}, |
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{"name": "name", "type": "string"} |
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] |
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}` |
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|
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codec, err := goavro.NewCodec(avroSchema) |
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if err != nil { |
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t.Fatalf("Failed to create Avro codec: %v", err) |
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} |
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|
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// Create test data
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testRecord := map[string]interface{}{ |
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"id": int32(123), |
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"name": "John Doe", |
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} |
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|
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// Encode to Avro binary
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avroBinary, err := codec.BinaryFromNative(nil, testRecord) |
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if err != nil { |
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t.Fatalf("Failed to encode Avro data: %v", err) |
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} |
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|
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// Create Confluent envelope
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confluentMsg := CreateConfluentEnvelope(FormatAvro, 1, nil, avroBinary) |
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|
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// Test decoding
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decodedMsg, err := manager.DecodeMessage(confluentMsg) |
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if err != nil { |
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t.Fatalf("Failed to decode message: %v", err) |
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} |
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|
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// Verify decoded message
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if decodedMsg.SchemaID != 1 { |
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t.Errorf("Expected schema ID 1, got %d", decodedMsg.SchemaID) |
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} |
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|
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if decodedMsg.SchemaFormat != FormatAvro { |
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t.Errorf("Expected Avro format, got %v", decodedMsg.SchemaFormat) |
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} |
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|
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if decodedMsg.Subject != "user-value" { |
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t.Errorf("Expected subject 'user-value', got %s", decodedMsg.Subject) |
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} |
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|
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// Verify decoded data
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if decodedMsg.RecordValue == nil { |
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t.Fatal("Expected non-nil RecordValue") |
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} |
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|
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idValue := decodedMsg.RecordValue.Fields["id"] |
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if idValue == nil || idValue.GetInt32Value() != 123 { |
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t.Errorf("Expected id=123, got %v", idValue) |
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} |
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|
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nameValue := decodedMsg.RecordValue.Fields["name"] |
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if nameValue == nil || nameValue.GetStringValue() != "John Doe" { |
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t.Errorf("Expected name='John Doe', got %v", nameValue) |
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} |
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} |
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|
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func TestManager_IsSchematized(t *testing.T) { |
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config := ManagerConfig{ |
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RegistryURL: "http://localhost:8081", // Not used for this test
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} |
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|
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manager, err := NewManager(config) |
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if err != nil { |
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// Skip test if we can't connect to registry
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t.Skip("Skipping test - no registry available") |
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} |
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|
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tests := []struct { |
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name string |
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message []byte |
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expected bool |
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}{ |
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{ |
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name: "schematized message", |
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message: []byte{0x00, 0x00, 0x00, 0x00, 0x01, 0x48, 0x65, 0x6c, 0x6c, 0x6f}, |
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expected: true, |
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}, |
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{ |
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name: "non-schematized message", |
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message: []byte{0x48, 0x65, 0x6c, 0x6c, 0x6f}, // Just "Hello"
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expected: false, |
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}, |
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{ |
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name: "empty message", |
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message: []byte{}, |
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expected: false, |
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}, |
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} |
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|
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for _, tt := range tests { |
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t.Run(tt.name, func(t *testing.T) { |
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result := manager.IsSchematized(tt.message) |
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if result != tt.expected { |
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t.Errorf("IsSchematized() = %v, want %v", result, tt.expected) |
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} |
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}) |
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} |
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} |
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|
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func TestManager_GetSchemaInfo(t *testing.T) { |
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// Create mock schema registry
|
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server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { |
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if r.URL.Path == "/schemas/ids/42" { |
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response := map[string]interface{}{ |
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"schema": `{ |
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"type": "record", |
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"name": "Product", |
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"fields": [ |
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{"name": "id", "type": "string"}, |
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{"name": "price", "type": "double"} |
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] |
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}`, |
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"subject": "product-value", |
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"version": 3, |
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} |
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json.NewEncoder(w).Encode(response) |
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} else { |
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w.WriteHeader(http.StatusNotFound) |
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} |
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})) |
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defer server.Close() |
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|
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config := ManagerConfig{ |
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RegistryURL: server.URL, |
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} |
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|
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manager, err := NewManager(config) |
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if err != nil { |
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t.Fatalf("Failed to create manager: %v", err) |
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} |
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|
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// Create test message with schema ID 42
|
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testMsg := CreateConfluentEnvelope(FormatAvro, 42, nil, []byte("test-payload")) |
|||
|
|||
schemaID, format, err := manager.GetSchemaInfo(testMsg) |
|||
if err != nil { |
|||
t.Fatalf("Failed to get schema info: %v", err) |
|||
} |
|||
|
|||
if schemaID != 42 { |
|||
t.Errorf("Expected schema ID 42, got %d", schemaID) |
|||
} |
|||
|
|||
if format != FormatAvro { |
|||
t.Errorf("Expected Avro format, got %v", format) |
|||
} |
|||
} |
|||
|
|||
func TestManager_CacheManagement(t *testing.T) { |
|||
config := ManagerConfig{ |
|||
RegistryURL: "http://localhost:8081", // Not used for this test
|
|||
} |
|||
|
|||
manager, err := NewManager(config) |
|||
if err != nil { |
|||
t.Skip("Skipping test - no registry available") |
|||
} |
|||
|
|||
// Check initial cache stats
|
|||
decoders, schemas, subjects := manager.GetCacheStats() |
|||
if decoders != 0 || schemas != 0 || subjects != 0 { |
|||
t.Errorf("Expected empty cache initially, got decoders=%d, schemas=%d, subjects=%d", |
|||
decoders, schemas, subjects) |
|||
} |
|||
|
|||
// Clear cache (should be no-op on empty cache)
|
|||
manager.ClearCache() |
|||
|
|||
// Verify still empty
|
|||
decoders, schemas, subjects = manager.GetCacheStats() |
|||
if decoders != 0 || schemas != 0 || subjects != 0 { |
|||
t.Errorf("Expected empty cache after clear, got decoders=%d, schemas=%d, subjects=%d", |
|||
decoders, schemas, subjects) |
|||
} |
|||
} |
|||
|
|||
func TestManager_EncodeMessage(t *testing.T) { |
|||
// Create mock schema registry
|
|||
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { |
|||
if r.URL.Path == "/schemas/ids/1" { |
|||
response := map[string]interface{}{ |
|||
"schema": `{ |
|||
"type": "record", |
|||
"name": "User", |
|||
"fields": [ |
|||
{"name": "id", "type": "int"}, |
|||
{"name": "name", "type": "string"} |
|||
] |
|||
}`, |
|||
"subject": "user-value", |
|||
"version": 1, |
|||
} |
|||
json.NewEncoder(w).Encode(response) |
|||
} else { |
|||
w.WriteHeader(http.StatusNotFound) |
|||
} |
|||
})) |
|||
defer server.Close() |
|||
|
|||
config := ManagerConfig{ |
|||
RegistryURL: server.URL, |
|||
} |
|||
|
|||
manager, err := NewManager(config) |
|||
if err != nil { |
|||
t.Fatalf("Failed to create manager: %v", err) |
|||
} |
|||
|
|||
// Create test RecordValue
|
|||
testMap := map[string]interface{}{ |
|||
"id": int32(456), |
|||
"name": "Jane Smith", |
|||
} |
|||
recordValue := MapToRecordValue(testMap) |
|||
|
|||
// Test encoding
|
|||
encoded, err := manager.EncodeMessage(recordValue, 1, FormatAvro) |
|||
if err != nil { |
|||
t.Fatalf("Failed to encode message: %v", err) |
|||
} |
|||
|
|||
// Verify it's a valid Confluent envelope
|
|||
envelope, ok := ParseConfluentEnvelope(encoded) |
|||
if !ok { |
|||
t.Fatal("Encoded message is not a valid Confluent envelope") |
|||
} |
|||
|
|||
if envelope.SchemaID != 1 { |
|||
t.Errorf("Expected schema ID 1, got %d", envelope.SchemaID) |
|||
} |
|||
|
|||
if envelope.Format != FormatAvro { |
|||
t.Errorf("Expected Avro format, got %v", envelope.Format) |
|||
} |
|||
|
|||
// Test round-trip: decode the encoded message
|
|||
decodedMsg, err := manager.DecodeMessage(encoded) |
|||
if err != nil { |
|||
t.Fatalf("Failed to decode round-trip message: %v", err) |
|||
} |
|||
|
|||
// Verify round-trip data integrity
|
|||
if decodedMsg.RecordValue.Fields["id"].GetInt32Value() != 456 { |
|||
t.Error("Round-trip failed for id field") |
|||
} |
|||
|
|||
if decodedMsg.RecordValue.Fields["name"].GetStringValue() != "Jane Smith" { |
|||
t.Error("Round-trip failed for name field") |
|||
} |
|||
} |
|||
|
|||
// Benchmark tests
|
|||
func BenchmarkManager_DecodeMessage(b *testing.B) { |
|||
// Setup (similar to TestManager_DecodeMessage but simplified)
|
|||
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { |
|||
response := map[string]interface{}{ |
|||
"schema": `{"type":"record","name":"User","fields":[{"name":"id","type":"int"}]}`, |
|||
"subject": "user-value", |
|||
"version": 1, |
|||
} |
|||
json.NewEncoder(w).Encode(response) |
|||
})) |
|||
defer server.Close() |
|||
|
|||
config := ManagerConfig{RegistryURL: server.URL} |
|||
manager, _ := NewManager(config) |
|||
|
|||
// Create test message
|
|||
codec, _ := goavro.NewCodec(`{"type":"record","name":"User","fields":[{"name":"id","type":"int"}]}`) |
|||
avroBinary, _ := codec.BinaryFromNative(nil, map[string]interface{}{"id": int32(123)}) |
|||
testMsg := CreateConfluentEnvelope(FormatAvro, 1, nil, avroBinary) |
|||
|
|||
b.ResetTimer() |
|||
for i := 0; i < b.N; i++ { |
|||
_, _ = manager.DecodeMessage(testMsg) |
|||
} |
|||
} |
|||
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