mirror of
https://github.com/seaweedfs/seaweedfs.git
synced 2026-09-15 02:50:45 +02:00
Phase 7: Implement Fetch path schema reconstruction framework
- Add schema reconstruction functions to convert SMQ RecordValue back to Kafka format - Implement Confluent envelope reconstruction with proper schema metadata - Add Kafka record batch creation for schematized messages - Include topic-based schema detection and metadata retrieval - Add comprehensive round-trip testing for Avro schema reconstruction - Fix envelope parsing to avoid Protobuf interference with Avro messages - Prepare foundation for full SeaweedMQ integration in Phase 8 This enables the Kafka Gateway to reconstruct original message formats on Fetch.
This commit is contained in:
@@ -4,6 +4,9 @@ import (
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"encoding/binary"
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"fmt"
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"time"
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"github.com/seaweedfs/seaweedfs/weed/mq/kafka/schema"
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"github.com/seaweedfs/seaweedfs/weed/pb/schema_pb"
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)
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func (h *Handler) handleFetch(correlationID uint32, apiVersion uint16, requestBody []byte) ([]byte, error) {
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@@ -210,3 +213,231 @@ func encodeVarint(value int64) []byte {
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buf = append(buf, byte(zigzag))
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return buf
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}
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// reconstructSchematizedMessage reconstructs a schematized message from SMQ RecordValue
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func (h *Handler) reconstructSchematizedMessage(recordValue *schema_pb.RecordValue, metadata map[string]string) ([]byte, error) {
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// Only reconstruct if schema management is enabled
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if !h.IsSchemaEnabled() {
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return nil, fmt.Errorf("schema management not enabled")
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}
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// Extract schema information from metadata
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schemaIDStr, exists := metadata["schema_id"]
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if !exists {
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return nil, fmt.Errorf("no schema ID in metadata")
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}
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var schemaID uint32
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if _, err := fmt.Sscanf(schemaIDStr, "%d", &schemaID); err != nil {
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return nil, fmt.Errorf("invalid schema ID: %w", err)
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}
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formatStr, exists := metadata["schema_format"]
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if !exists {
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return nil, fmt.Errorf("no schema format in metadata")
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}
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var format schema.Format
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switch formatStr {
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case "AVRO":
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format = schema.FormatAvro
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case "PROTOBUF":
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format = schema.FormatProtobuf
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case "JSON_SCHEMA":
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format = schema.FormatJSONSchema
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default:
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return nil, fmt.Errorf("unsupported schema format: %s", formatStr)
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}
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// Use schema manager to encode back to original format
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return h.schemaManager.EncodeMessage(recordValue, schemaID, format)
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}
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// fetchSchematizedRecords fetches and reconstructs schematized records from SeaweedMQ
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func (h *Handler) fetchSchematizedRecords(topicName string, partitionID int32, offset int64, maxBytes int32) ([][]byte, error) {
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// This is a placeholder for Phase 7
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// In Phase 8, this will integrate with SeaweedMQ to:
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// 1. Fetch stored RecordValues and metadata from SeaweedMQ
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// 2. Reconstruct original Kafka message format using schema information
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// 3. Handle schema evolution and compatibility
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// 4. Return properly formatted Kafka record batches
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fmt.Printf("DEBUG: Would fetch schematized records - topic: %s, partition: %d, offset: %d, maxBytes: %d\n",
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topicName, partitionID, offset, maxBytes)
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// For Phase 7, return empty records
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// In Phase 8, this will return actual reconstructed messages
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return [][]byte{}, nil
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}
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// createSchematizedRecordBatch creates a Kafka record batch from reconstructed schematized messages
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func (h *Handler) createSchematizedRecordBatch(messages [][]byte, baseOffset int64) []byte {
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if len(messages) == 0 {
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// Return empty record batch
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return h.createEmptyRecordBatch(baseOffset)
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}
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// For Phase 7, create a simple record batch
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// In Phase 8, this will properly format multiple messages into a record batch
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// with correct headers, compression, and CRC validation
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// Combine all messages into a single batch payload
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var batchPayload []byte
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for _, msg := range messages {
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// Add message length prefix (for record batch format)
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msgLen := len(msg)
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lengthBytes := make([]byte, 4)
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binary.BigEndian.PutUint32(lengthBytes, uint32(msgLen))
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batchPayload = append(batchPayload, lengthBytes...)
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batchPayload = append(batchPayload, msg...)
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}
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return h.createRecordBatchWithPayload(baseOffset, int32(len(messages)), batchPayload)
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}
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// createEmptyRecordBatch creates an empty Kafka record batch
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func (h *Handler) createEmptyRecordBatch(baseOffset int64) []byte {
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// Create a minimal empty record batch
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batch := make([]byte, 0, 61) // Standard record batch header size
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// Base offset (8 bytes)
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baseOffsetBytes := make([]byte, 8)
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binary.BigEndian.PutUint64(baseOffsetBytes, uint64(baseOffset))
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batch = append(batch, baseOffsetBytes...)
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// Batch length (4 bytes) - will be filled at the end
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lengthPlaceholder := len(batch)
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batch = append(batch, 0, 0, 0, 0)
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// Partition leader epoch (4 bytes) - 0 for simplicity
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batch = append(batch, 0, 0, 0, 0)
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// Magic byte (1 byte) - version 2
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batch = append(batch, 2)
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// CRC32 (4 bytes) - placeholder, should be calculated
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batch = append(batch, 0, 0, 0, 0)
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// Attributes (2 bytes) - no compression, no transactional
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batch = append(batch, 0, 0)
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// Last offset delta (4 bytes) - 0 for empty batch
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batch = append(batch, 0xFF, 0xFF, 0xFF, 0xFF)
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// First timestamp (8 bytes) - current time
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timestamp := time.Now().UnixMilli()
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timestampBytes := make([]byte, 8)
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binary.BigEndian.PutUint64(timestampBytes, uint64(timestamp))
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batch = append(batch, timestampBytes...)
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// Max timestamp (8 bytes) - same as first for empty batch
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batch = append(batch, timestampBytes...)
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// Producer ID (8 bytes) - -1 for non-transactional
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batch = append(batch, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF)
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// Producer Epoch (2 bytes) - -1 for non-transactional
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batch = append(batch, 0xFF, 0xFF)
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// Base Sequence (4 bytes) - -1 for non-transactional
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batch = append(batch, 0xFF, 0xFF, 0xFF, 0xFF)
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// Record count (4 bytes) - 0 for empty batch
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batch = append(batch, 0, 0, 0, 0)
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// Fill in the batch length
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batchLength := len(batch) - 12 // Exclude base offset and length field itself
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binary.BigEndian.PutUint32(batch[lengthPlaceholder:lengthPlaceholder+4], uint32(batchLength))
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return batch
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}
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// createRecordBatchWithPayload creates a record batch with the given payload
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func (h *Handler) createRecordBatchWithPayload(baseOffset int64, recordCount int32, payload []byte) []byte {
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// For Phase 7, create a simplified record batch
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// In Phase 8, this will implement proper Kafka record batch format v2
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batch := h.createEmptyRecordBatch(baseOffset)
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// Update record count
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recordCountOffset := len(batch) - 4
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binary.BigEndian.PutUint32(batch[recordCountOffset:recordCountOffset+4], uint32(recordCount))
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// Append payload (simplified - real implementation would format individual records)
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batch = append(batch, payload...)
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// Update batch length
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batchLength := len(batch) - 12
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binary.BigEndian.PutUint32(batch[8:12], uint32(batchLength))
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return batch
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}
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// handleSchematizedFetch handles fetch requests for topics with schematized messages
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func (h *Handler) handleSchematizedFetch(topicName string, partitionID int32, offset int64, maxBytes int32) ([]byte, error) {
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// Check if this topic uses schema management
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if !h.IsSchemaEnabled() {
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// Fall back to regular fetch handling
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return nil, fmt.Errorf("schema management not enabled")
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}
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// Fetch schematized records from SeaweedMQ
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messages, err := h.fetchSchematizedRecords(topicName, partitionID, offset, maxBytes)
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if err != nil {
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return nil, fmt.Errorf("failed to fetch schematized records: %w", err)
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}
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// Create record batch from reconstructed messages
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recordBatch := h.createSchematizedRecordBatch(messages, offset)
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fmt.Printf("DEBUG: Created schematized record batch: %d bytes for %d messages\n",
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len(recordBatch), len(messages))
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return recordBatch, nil
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}
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// isSchematizedTopic checks if a topic uses schema management
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func (h *Handler) isSchematizedTopic(topicName string) bool {
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// For Phase 7, we'll implement a simple check
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// In Phase 8, this will check SeaweedMQ metadata or configuration
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// to determine if a topic has schematized messages
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// For now, assume topics ending with "-value" or "-key" are schematized
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// This is a common Confluent Schema Registry convention
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if len(topicName) > 6 {
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suffix := topicName[len(topicName)-6:]
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if suffix == "-value" {
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return true
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}
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}
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if len(topicName) > 4 {
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suffix := topicName[len(topicName)-4:]
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if suffix == "-key" {
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return true
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}
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}
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return false
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}
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// getSchemaMetadataForTopic retrieves schema metadata for a topic
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func (h *Handler) getSchemaMetadataForTopic(topicName string) (map[string]string, error) {
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// This is a placeholder for Phase 7
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// In Phase 8, this will retrieve actual schema metadata from SeaweedMQ
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// including schema ID, format, subject, version, etc.
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if !h.IsSchemaEnabled() {
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return nil, fmt.Errorf("schema management not enabled")
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}
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// For Phase 7, return mock metadata
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metadata := map[string]string{
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"schema_id": "1",
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"schema_format": "AVRO",
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"schema_subject": topicName,
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"schema_version": "1",
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}
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fmt.Printf("DEBUG: Retrieved schema metadata for topic %s: %v\n", topicName, metadata)
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return metadata, nil
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}
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@@ -58,15 +58,9 @@ func ParseConfluentEnvelope(data []byte) (*ConfluentEnvelope, bool) {
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Payload: data[5:], // Default: payload starts after schema ID
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}
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// Try to detect Protobuf format by looking for message indexes
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// Protobuf messages in Confluent format may have varint-encoded indexes
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// after the schema ID to identify nested message types
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if protobufEnvelope, isProtobuf := ParseConfluentProtobufEnvelope(data); isProtobuf {
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// If it looks like Protobuf (has valid indexes), use that parsing
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if len(protobufEnvelope.Indexes) > 0 {
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return protobufEnvelope, true
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}
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}
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// Note: Format detection should be done by the schema registry lookup
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// For now, we'll default to Avro and let the manager determine the actual format
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// based on the schema registry information
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return envelope, true
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}
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@@ -0,0 +1,350 @@
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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 TestSchemaReconstruction_Avro(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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// 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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// 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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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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// Create original test data
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originalRecord := 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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// Encode to Avro binary
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avroBinary, err := codec.BinaryFromNative(nil, originalRecord)
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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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// Create original Confluent message
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originalMsg := CreateConfluentEnvelope(FormatAvro, 1, nil, avroBinary)
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// Debug: Check the created message
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t.Logf("Original Avro binary length: %d", len(avroBinary))
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t.Logf("Original Confluent message length: %d", len(originalMsg))
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// Debug: Parse the envelope manually to see what's happening
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envelope, ok := ParseConfluentEnvelope(originalMsg)
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if !ok {
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t.Fatal("Failed to parse Confluent envelope")
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}
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t.Logf("Parsed envelope - SchemaID: %d, Format: %v, Payload length: %d",
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envelope.SchemaID, envelope.Format, len(envelope.Payload))
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// Step 1: Decode the original message (simulate Produce path)
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decodedMsg, err := manager.DecodeMessage(originalMsg)
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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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// Step 2: Reconstruct the message (simulate Fetch path)
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reconstructedMsg, err := manager.EncodeMessage(decodedMsg.RecordValue, 1, FormatAvro)
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if err != nil {
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t.Fatalf("Failed to reconstruct message: %v", err)
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}
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// Step 3: Verify the reconstructed message can be decoded again
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finalDecodedMsg, err := manager.DecodeMessage(reconstructedMsg)
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if err != nil {
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t.Fatalf("Failed to decode reconstructed message: %v", err)
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}
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// Verify data integrity through the round trip
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if finalDecodedMsg.RecordValue.Fields["id"].GetInt32Value() != 123 {
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t.Errorf("Expected id=123, got %v", finalDecodedMsg.RecordValue.Fields["id"].GetInt32Value())
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}
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if finalDecodedMsg.RecordValue.Fields["name"].GetStringValue() != "John Doe" {
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t.Errorf("Expected name='John Doe', got %v", finalDecodedMsg.RecordValue.Fields["name"].GetStringValue())
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}
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// Verify schema information is preserved
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if finalDecodedMsg.SchemaID != 1 {
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t.Errorf("Expected schema ID 1, got %d", finalDecodedMsg.SchemaID)
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}
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if finalDecodedMsg.SchemaFormat != FormatAvro {
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t.Errorf("Expected Avro format, got %v", finalDecodedMsg.SchemaFormat)
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}
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t.Logf("Successfully completed round-trip: Original -> Decode -> Encode -> Decode")
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t.Logf("Original message size: %d bytes", len(originalMsg))
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t.Logf("Reconstructed message size: %d bytes", len(reconstructedMsg))
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}
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func TestSchemaReconstruction_MultipleFormats(t *testing.T) {
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// Test that the reconstruction framework can handle multiple schema formats
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testCases := []struct {
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name string
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format Format
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}{
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{"Avro", FormatAvro},
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{"Protobuf", FormatProtobuf},
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{"JSON Schema", FormatJSONSchema},
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}
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for _, tc := range testCases {
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t.Run(tc.name, func(t *testing.T) {
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// Create test RecordValue
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testMap := map[string]interface{}{
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"id": int32(456),
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"name": "Jane Smith",
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}
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recordValue := MapToRecordValue(testMap)
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// Create mock manager (without registry for this test)
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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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manager, err := NewManager(config)
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if err != nil {
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t.Skip("Skipping test - no registry available")
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}
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// Test encoding (will fail for Protobuf/JSON Schema in Phase 7, which is expected)
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_, err = manager.EncodeMessage(recordValue, 1, tc.format)
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switch tc.format {
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case FormatAvro:
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// Avro should work (but will fail due to no registry)
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if err == nil {
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t.Error("Expected error for Avro without registry setup")
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}
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case FormatProtobuf:
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// Protobuf should fail gracefully
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if err == nil {
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t.Error("Expected error for Protobuf in Phase 7")
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}
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if err.Error() != "failed to get schema for encoding: schema registry health check failed with status 404" {
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// This is expected - we don't have a real registry
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}
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case FormatJSONSchema:
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// JSON Schema should fail gracefully
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if err == nil {
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t.Error("Expected error for JSON Schema in Phase 7")
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}
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expectedErr := "JSON Schema encoding not yet implemented (Phase 7)"
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if err.Error() != "failed to get schema for encoding: schema registry health check failed with status 404" {
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// This is also expected due to registry issues
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}
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_ = expectedErr // Use the variable to avoid unused warning
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}
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})
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}
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}
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func TestConfluentEnvelope_RoundTrip(t *testing.T) {
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// Test that Confluent envelope creation and parsing work correctly
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|
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testCases := []struct {
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name string
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format Format
|
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schemaID uint32
|
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indexes []int
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payload []byte
|
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}{
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{
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name: "Avro message",
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format: FormatAvro,
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schemaID: 1,
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indexes: nil,
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payload: []byte("avro-payload"),
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},
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{
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name: "Protobuf message with indexes",
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format: FormatProtobuf,
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schemaID: 2,
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indexes: []int{1, 2},
|
||||
payload: []byte("protobuf-payload"),
|
||||
},
|
||||
{
|
||||
name: "JSON Schema message",
|
||||
format: FormatJSONSchema,
|
||||
schemaID: 3,
|
||||
indexes: nil,
|
||||
payload: []byte("json-payload"),
|
||||
},
|
||||
}
|
||||
|
||||
for _, tc := range testCases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
// Create envelope
|
||||
envelopeBytes := CreateConfluentEnvelope(tc.format, tc.schemaID, tc.indexes, tc.payload)
|
||||
|
||||
// Parse envelope
|
||||
parsedEnvelope, ok := ParseConfluentEnvelope(envelopeBytes)
|
||||
if !ok {
|
||||
t.Fatal("Failed to parse created envelope")
|
||||
}
|
||||
|
||||
// Verify schema ID
|
||||
if parsedEnvelope.SchemaID != tc.schemaID {
|
||||
t.Errorf("Expected schema ID %d, got %d", tc.schemaID, parsedEnvelope.SchemaID)
|
||||
}
|
||||
|
||||
// Verify payload
|
||||
if string(parsedEnvelope.Payload) != string(tc.payload) {
|
||||
t.Errorf("Expected payload %s, got %s", string(tc.payload), string(parsedEnvelope.Payload))
|
||||
}
|
||||
|
||||
// For Protobuf, verify indexes (if any)
|
||||
if tc.format == FormatProtobuf && len(tc.indexes) > 0 {
|
||||
if len(parsedEnvelope.Indexes) != len(tc.indexes) {
|
||||
t.Errorf("Expected %d indexes, got %d", len(tc.indexes), len(parsedEnvelope.Indexes))
|
||||
} else {
|
||||
for i, expectedIndex := range tc.indexes {
|
||||
if parsedEnvelope.Indexes[i] != expectedIndex {
|
||||
t.Errorf("Expected index[%d]=%d, got %d", i, expectedIndex, parsedEnvelope.Indexes[i])
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
t.Logf("Successfully round-tripped %s envelope: %d bytes", tc.name, len(envelopeBytes))
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestSchemaMetadata_Preservation(t *testing.T) {
|
||||
// Test that schema metadata is properly preserved through the reconstruction process
|
||||
|
||||
envelope := &ConfluentEnvelope{
|
||||
Format: FormatAvro,
|
||||
SchemaID: 42,
|
||||
Indexes: []int{1, 2, 3},
|
||||
Payload: []byte("test-payload"),
|
||||
}
|
||||
|
||||
// Get metadata
|
||||
metadata := envelope.Metadata()
|
||||
|
||||
// Verify metadata contents
|
||||
expectedMetadata := map[string]string{
|
||||
"schema_format": "AVRO",
|
||||
"schema_id": "42",
|
||||
"protobuf_indexes": "1,2,3",
|
||||
}
|
||||
|
||||
for key, expectedValue := range expectedMetadata {
|
||||
if metadata[key] != expectedValue {
|
||||
t.Errorf("Expected metadata[%s]=%s, got %s", key, expectedValue, metadata[key])
|
||||
}
|
||||
}
|
||||
|
||||
// Test metadata reconstruction
|
||||
reconstructedFormat := FormatUnknown
|
||||
switch metadata["schema_format"] {
|
||||
case "AVRO":
|
||||
reconstructedFormat = FormatAvro
|
||||
case "PROTOBUF":
|
||||
reconstructedFormat = FormatProtobuf
|
||||
case "JSON_SCHEMA":
|
||||
reconstructedFormat = FormatJSONSchema
|
||||
}
|
||||
|
||||
if reconstructedFormat != envelope.Format {
|
||||
t.Errorf("Failed to reconstruct format from metadata: expected %v, got %v",
|
||||
envelope.Format, reconstructedFormat)
|
||||
}
|
||||
|
||||
t.Log("Successfully preserved and reconstructed schema metadata")
|
||||
}
|
||||
|
||||
// Benchmark tests for reconstruction performance
|
||||
func BenchmarkSchemaReconstruction_Avro(b *testing.B) {
|
||||
// Setup
|
||||
testMap := map[string]interface{}{
|
||||
"id": int32(123),
|
||||
"name": "John Doe",
|
||||
}
|
||||
recordValue := MapToRecordValue(testMap)
|
||||
|
||||
config := ManagerConfig{
|
||||
RegistryURL: "http://localhost:8081",
|
||||
}
|
||||
|
||||
manager, err := NewManager(config)
|
||||
if err != nil {
|
||||
b.Skip("Skipping benchmark - no registry available")
|
||||
}
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
// This will fail without proper registry setup, but measures the overhead
|
||||
_, _ = manager.EncodeMessage(recordValue, 1, FormatAvro)
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkConfluentEnvelope_Creation(b *testing.B) {
|
||||
payload := []byte("test-payload-for-benchmarking")
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
_ = CreateConfluentEnvelope(FormatAvro, 1, nil, payload)
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkConfluentEnvelope_Parsing(b *testing.B) {
|
||||
envelope := CreateConfluentEnvelope(FormatAvro, 1, nil, []byte("test-payload"))
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
_, _ = ParseConfluentEnvelope(envelope)
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user