You can not select more than 25 topics
			Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
		
		
		
		
		
			
		
			
				
					
					
						
							719 lines
						
					
					
						
							20 KiB
						
					
					
				
			
		
		
		
			
			
			
		
		
	
	
							719 lines
						
					
					
						
							20 KiB
						
					
					
				
								package schema
							 | 
						|
								
							 | 
						|
								import (
							 | 
						|
									"encoding/json"
							 | 
						|
									"fmt"
							 | 
						|
									"reflect"
							 | 
						|
									"time"
							 | 
						|
								
							 | 
						|
									"github.com/linkedin/goavro/v2"
							 | 
						|
									"github.com/seaweedfs/seaweedfs/weed/pb/schema_pb"
							 | 
						|
								)
							 | 
						|
								
							 | 
						|
								// AvroDecoder handles Avro schema decoding and conversion to SeaweedMQ format
							 | 
						|
								type AvroDecoder struct {
							 | 
						|
									codec *goavro.Codec
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// NewAvroDecoder creates a new Avro decoder from a schema string
							 | 
						|
								func NewAvroDecoder(schemaStr string) (*AvroDecoder, error) {
							 | 
						|
									codec, err := goavro.NewCodec(schemaStr)
							 | 
						|
									if err != nil {
							 | 
						|
										return nil, fmt.Errorf("failed to create Avro codec: %w", err)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									return &AvroDecoder{
							 | 
						|
										codec: codec,
							 | 
						|
									}, nil
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// Decode decodes Avro binary data to a Go map
							 | 
						|
								func (ad *AvroDecoder) Decode(data []byte) (map[string]interface{}, error) {
							 | 
						|
									native, _, err := ad.codec.NativeFromBinary(data)
							 | 
						|
									if err != nil {
							 | 
						|
										return nil, fmt.Errorf("failed to decode Avro data: %w", err)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Convert to map[string]interface{} for easier processing
							 | 
						|
									result, ok := native.(map[string]interface{})
							 | 
						|
									if !ok {
							 | 
						|
										return nil, fmt.Errorf("expected Avro record, got %T", native)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									return result, nil
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// DecodeToRecordValue decodes Avro data directly to SeaweedMQ RecordValue
							 | 
						|
								func (ad *AvroDecoder) DecodeToRecordValue(data []byte) (*schema_pb.RecordValue, error) {
							 | 
						|
									nativeMap, err := ad.Decode(data)
							 | 
						|
									if err != nil {
							 | 
						|
										return nil, err
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									return MapToRecordValue(nativeMap), nil
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// InferRecordType infers a SeaweedMQ RecordType from an Avro schema
							 | 
						|
								func (ad *AvroDecoder) InferRecordType() (*schema_pb.RecordType, error) {
							 | 
						|
									schema := ad.codec.Schema()
							 | 
						|
									return avroSchemaToRecordType(schema)
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// MapToRecordValue converts a Go map to SeaweedMQ RecordValue
							 | 
						|
								func MapToRecordValue(m map[string]interface{}) *schema_pb.RecordValue {
							 | 
						|
									fields := make(map[string]*schema_pb.Value)
							 | 
						|
								
							 | 
						|
									for key, value := range m {
							 | 
						|
										fields[key] = goValueToSchemaValue(value)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									return &schema_pb.RecordValue{
							 | 
						|
										Fields: fields,
							 | 
						|
									}
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// goValueToSchemaValue converts a Go value to a SeaweedMQ Value
							 | 
						|
								func goValueToSchemaValue(value interface{}) *schema_pb.Value {
							 | 
						|
									if value == nil {
							 | 
						|
										// For null values, use an empty string as default
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_StringValue{StringValue: ""},
							 | 
						|
										}
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									switch v := value.(type) {
							 | 
						|
									case bool:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_BoolValue{BoolValue: v},
							 | 
						|
										}
							 | 
						|
									case int32:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_Int32Value{Int32Value: v},
							 | 
						|
										}
							 | 
						|
									case int64:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_Int64Value{Int64Value: v},
							 | 
						|
										}
							 | 
						|
									case int:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_Int64Value{Int64Value: int64(v)},
							 | 
						|
										}
							 | 
						|
									case float32:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_FloatValue{FloatValue: v},
							 | 
						|
										}
							 | 
						|
									case float64:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_DoubleValue{DoubleValue: v},
							 | 
						|
										}
							 | 
						|
									case string:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_StringValue{StringValue: v},
							 | 
						|
										}
							 | 
						|
									case []byte:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_BytesValue{BytesValue: v},
							 | 
						|
										}
							 | 
						|
									case time.Time:
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_TimestampValue{
							 | 
						|
												TimestampValue: &schema_pb.TimestampValue{
							 | 
						|
													TimestampMicros: v.UnixMicro(),
							 | 
						|
													IsUtc:           true,
							 | 
						|
												},
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case []interface{}:
							 | 
						|
										// Handle arrays
							 | 
						|
										listValues := make([]*schema_pb.Value, len(v))
							 | 
						|
										for i, item := range v {
							 | 
						|
											listValues[i] = goValueToSchemaValue(item)
							 | 
						|
										}
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_ListValue{
							 | 
						|
												ListValue: &schema_pb.ListValue{
							 | 
						|
													Values: listValues,
							 | 
						|
												},
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case map[string]interface{}:
							 | 
						|
										// Check if this is an Avro union type (single key-value pair with type name as key)
							 | 
						|
										// Union types have keys that are typically Avro type names like "int", "string", etc.
							 | 
						|
										// Regular nested records would have meaningful field names like "inner", "name", etc.
							 | 
						|
										if len(v) == 1 {
							 | 
						|
											for unionType, unionValue := range v {
							 | 
						|
												// Handle common Avro union type patterns (only if key looks like a type name)
							 | 
						|
												switch unionType {
							 | 
						|
												case "int":
							 | 
						|
													if intVal, ok := unionValue.(int32); ok {
							 | 
						|
														// Store union as a record with the union type as field name
							 | 
						|
														// This preserves the union information for re-encoding
							 | 
						|
														return &schema_pb.Value{
							 | 
						|
															Kind: &schema_pb.Value_RecordValue{
							 | 
						|
																RecordValue: &schema_pb.RecordValue{
							 | 
						|
																	Fields: map[string]*schema_pb.Value{
							 | 
						|
																		"int": {
							 | 
						|
																			Kind: &schema_pb.Value_Int32Value{Int32Value: intVal},
							 | 
						|
																		},
							 | 
						|
																	},
							 | 
						|
																},
							 | 
						|
															},
							 | 
						|
														}
							 | 
						|
													}
							 | 
						|
												case "long":
							 | 
						|
													if longVal, ok := unionValue.(int64); ok {
							 | 
						|
														return &schema_pb.Value{
							 | 
						|
															Kind: &schema_pb.Value_RecordValue{
							 | 
						|
																RecordValue: &schema_pb.RecordValue{
							 | 
						|
																	Fields: map[string]*schema_pb.Value{
							 | 
						|
																		"long": {
							 | 
						|
																			Kind: &schema_pb.Value_Int64Value{Int64Value: longVal},
							 | 
						|
																		},
							 | 
						|
																	},
							 | 
						|
																},
							 | 
						|
															},
							 | 
						|
														}
							 | 
						|
													}
							 | 
						|
												case "float":
							 | 
						|
													if floatVal, ok := unionValue.(float32); ok {
							 | 
						|
														return &schema_pb.Value{
							 | 
						|
															Kind: &schema_pb.Value_RecordValue{
							 | 
						|
																RecordValue: &schema_pb.RecordValue{
							 | 
						|
																	Fields: map[string]*schema_pb.Value{
							 | 
						|
																		"float": {
							 | 
						|
																			Kind: &schema_pb.Value_FloatValue{FloatValue: floatVal},
							 | 
						|
																		},
							 | 
						|
																	},
							 | 
						|
																},
							 | 
						|
															},
							 | 
						|
														}
							 | 
						|
													}
							 | 
						|
												case "double":
							 | 
						|
													if doubleVal, ok := unionValue.(float64); ok {
							 | 
						|
														return &schema_pb.Value{
							 | 
						|
															Kind: &schema_pb.Value_RecordValue{
							 | 
						|
																RecordValue: &schema_pb.RecordValue{
							 | 
						|
																	Fields: map[string]*schema_pb.Value{
							 | 
						|
																		"double": {
							 | 
						|
																			Kind: &schema_pb.Value_DoubleValue{DoubleValue: doubleVal},
							 | 
						|
																		},
							 | 
						|
																	},
							 | 
						|
																},
							 | 
						|
															},
							 | 
						|
														}
							 | 
						|
													}
							 | 
						|
												case "string":
							 | 
						|
													if strVal, ok := unionValue.(string); ok {
							 | 
						|
														return &schema_pb.Value{
							 | 
						|
															Kind: &schema_pb.Value_RecordValue{
							 | 
						|
																RecordValue: &schema_pb.RecordValue{
							 | 
						|
																	Fields: map[string]*schema_pb.Value{
							 | 
						|
																		"string": {
							 | 
						|
																			Kind: &schema_pb.Value_StringValue{StringValue: strVal},
							 | 
						|
																		},
							 | 
						|
																	},
							 | 
						|
																},
							 | 
						|
															},
							 | 
						|
														}
							 | 
						|
													}
							 | 
						|
												case "boolean":
							 | 
						|
													if boolVal, ok := unionValue.(bool); ok {
							 | 
						|
														return &schema_pb.Value{
							 | 
						|
															Kind: &schema_pb.Value_RecordValue{
							 | 
						|
																RecordValue: &schema_pb.RecordValue{
							 | 
						|
																	Fields: map[string]*schema_pb.Value{
							 | 
						|
																		"boolean": {
							 | 
						|
																			Kind: &schema_pb.Value_BoolValue{BoolValue: boolVal},
							 | 
						|
																		},
							 | 
						|
																	},
							 | 
						|
																},
							 | 
						|
															},
							 | 
						|
														}
							 | 
						|
													}
							 | 
						|
												}
							 | 
						|
												// If it's not a recognized union type, fall through to treat as nested record
							 | 
						|
											}
							 | 
						|
										}
							 | 
						|
								
							 | 
						|
										// Handle nested records (both single-field and multi-field maps)
							 | 
						|
										fields := make(map[string]*schema_pb.Value)
							 | 
						|
										for key, val := range v {
							 | 
						|
											fields[key] = goValueToSchemaValue(val)
							 | 
						|
										}
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_RecordValue{
							 | 
						|
												RecordValue: &schema_pb.RecordValue{
							 | 
						|
													Fields: fields,
							 | 
						|
												},
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									default:
							 | 
						|
										// Handle other types by converting to string
							 | 
						|
										return &schema_pb.Value{
							 | 
						|
											Kind: &schema_pb.Value_StringValue{
							 | 
						|
												StringValue: fmt.Sprintf("%v", v),
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									}
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// avroSchemaToRecordType converts an Avro schema to SeaweedMQ RecordType
							 | 
						|
								func avroSchemaToRecordType(schemaStr string) (*schema_pb.RecordType, error) {
							 | 
						|
									// Validate the Avro schema by creating a codec (this ensures it's valid)
							 | 
						|
									_, err := goavro.NewCodec(schemaStr)
							 | 
						|
									if err != nil {
							 | 
						|
										return nil, fmt.Errorf("failed to parse Avro schema: %w", err)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Parse the schema JSON to extract field definitions
							 | 
						|
									var avroSchema map[string]interface{}
							 | 
						|
									if err := json.Unmarshal([]byte(schemaStr), &avroSchema); err != nil {
							 | 
						|
										return nil, fmt.Errorf("failed to parse Avro schema JSON: %w", err)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Extract fields from the Avro schema
							 | 
						|
									fields, err := extractAvroFields(avroSchema)
							 | 
						|
									if err != nil {
							 | 
						|
										return nil, fmt.Errorf("failed to extract Avro fields: %w", err)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									return &schema_pb.RecordType{
							 | 
						|
										Fields: fields,
							 | 
						|
									}, nil
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// extractAvroFields extracts field definitions from parsed Avro schema JSON
							 | 
						|
								func extractAvroFields(avroSchema map[string]interface{}) ([]*schema_pb.Field, error) {
							 | 
						|
									// Check if this is a record type
							 | 
						|
									schemaType, ok := avroSchema["type"].(string)
							 | 
						|
									if !ok || schemaType != "record" {
							 | 
						|
										return nil, fmt.Errorf("expected record type, got %v", schemaType)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Extract fields array
							 | 
						|
									fieldsInterface, ok := avroSchema["fields"]
							 | 
						|
									if !ok {
							 | 
						|
										return nil, fmt.Errorf("no fields found in Avro record schema")
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									fieldsArray, ok := fieldsInterface.([]interface{})
							 | 
						|
									if !ok {
							 | 
						|
										return nil, fmt.Errorf("fields must be an array")
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Convert each Avro field to SeaweedMQ field
							 | 
						|
									fields := make([]*schema_pb.Field, 0, len(fieldsArray))
							 | 
						|
									for i, fieldInterface := range fieldsArray {
							 | 
						|
										fieldMap, ok := fieldInterface.(map[string]interface{})
							 | 
						|
										if !ok {
							 | 
						|
											return nil, fmt.Errorf("field %d is not a valid object", i)
							 | 
						|
										}
							 | 
						|
								
							 | 
						|
										field, err := convertAvroFieldToSeaweedMQ(fieldMap, int32(i))
							 | 
						|
										if err != nil {
							 | 
						|
											return nil, fmt.Errorf("failed to convert field %d: %w", i, err)
							 | 
						|
										}
							 | 
						|
								
							 | 
						|
										fields = append(fields, field)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									return fields, nil
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroFieldToSeaweedMQ converts a single Avro field to SeaweedMQ Field
							 | 
						|
								func convertAvroFieldToSeaweedMQ(avroField map[string]interface{}, fieldIndex int32) (*schema_pb.Field, error) {
							 | 
						|
									// Extract field name
							 | 
						|
									name, ok := avroField["name"].(string)
							 | 
						|
									if !ok {
							 | 
						|
										return nil, fmt.Errorf("field name is required")
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Extract field type and check if it's an array
							 | 
						|
									fieldType, isRepeated, err := convertAvroTypeToSeaweedMQWithRepeated(avroField["type"])
							 | 
						|
									if err != nil {
							 | 
						|
										return nil, fmt.Errorf("failed to convert field type for %s: %w", name, err)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Check if field has a default value (indicates it's optional)
							 | 
						|
									_, hasDefault := avroField["default"]
							 | 
						|
									isRequired := !hasDefault
							 | 
						|
								
							 | 
						|
									return &schema_pb.Field{
							 | 
						|
										Name:       name,
							 | 
						|
										FieldIndex: fieldIndex,
							 | 
						|
										Type:       fieldType,
							 | 
						|
										IsRequired: isRequired,
							 | 
						|
										IsRepeated: isRepeated,
							 | 
						|
									}, nil
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroTypeToSeaweedMQ converts Avro type to SeaweedMQ Type
							 | 
						|
								func convertAvroTypeToSeaweedMQ(avroType interface{}) (*schema_pb.Type, error) {
							 | 
						|
									fieldType, _, err := convertAvroTypeToSeaweedMQWithRepeated(avroType)
							 | 
						|
									return fieldType, err
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroTypeToSeaweedMQWithRepeated converts Avro type to SeaweedMQ Type and returns if it's repeated
							 | 
						|
								func convertAvroTypeToSeaweedMQWithRepeated(avroType interface{}) (*schema_pb.Type, bool, error) {
							 | 
						|
									switch t := avroType.(type) {
							 | 
						|
									case string:
							 | 
						|
										// Simple type
							 | 
						|
										fieldType, err := convertAvroSimpleType(t)
							 | 
						|
										return fieldType, false, err
							 | 
						|
								
							 | 
						|
									case map[string]interface{}:
							 | 
						|
										// Complex type (record, enum, array, map, fixed)
							 | 
						|
										return convertAvroComplexTypeWithRepeated(t)
							 | 
						|
								
							 | 
						|
									case []interface{}:
							 | 
						|
										// Union type
							 | 
						|
										fieldType, err := convertAvroUnionType(t)
							 | 
						|
										return fieldType, false, err
							 | 
						|
								
							 | 
						|
									default:
							 | 
						|
										return nil, false, fmt.Errorf("unsupported Avro type: %T", avroType)
							 | 
						|
									}
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroSimpleType converts simple Avro types to SeaweedMQ types
							 | 
						|
								func convertAvroSimpleType(avroType string) (*schema_pb.Type, error) {
							 | 
						|
									switch avroType {
							 | 
						|
									case "null":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_BYTES, // Use bytes for null
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									case "boolean":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_BOOL,
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									case "int":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT32,
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									case "long":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT64,
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									case "float":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_FLOAT,
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									case "double":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_DOUBLE,
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									case "bytes":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_BYTES,
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									case "string":
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_STRING,
							 | 
						|
											},
							 | 
						|
										}, nil
							 | 
						|
									default:
							 | 
						|
										return nil, fmt.Errorf("unsupported simple Avro type: %s", avroType)
							 | 
						|
									}
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroComplexType converts complex Avro types to SeaweedMQ types
							 | 
						|
								func convertAvroComplexType(avroType map[string]interface{}) (*schema_pb.Type, error) {
							 | 
						|
									fieldType, _, err := convertAvroComplexTypeWithRepeated(avroType)
							 | 
						|
									return fieldType, err
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroComplexTypeWithRepeated converts complex Avro types to SeaweedMQ types and returns if it's repeated
							 | 
						|
								func convertAvroComplexTypeWithRepeated(avroType map[string]interface{}) (*schema_pb.Type, bool, error) {
							 | 
						|
									typeStr, ok := avroType["type"].(string)
							 | 
						|
									if !ok {
							 | 
						|
										return nil, false, fmt.Errorf("complex type must have a type field")
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// Handle logical types - they are based on underlying primitive types
							 | 
						|
									if _, hasLogicalType := avroType["logicalType"]; hasLogicalType {
							 | 
						|
										// For logical types, use the underlying primitive type
							 | 
						|
										return convertAvroSimpleTypeWithLogical(typeStr, avroType)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									switch typeStr {
							 | 
						|
									case "record":
							 | 
						|
										// Nested record type
							 | 
						|
										fields, err := extractAvroFields(avroType)
							 | 
						|
										if err != nil {
							 | 
						|
											return nil, false, fmt.Errorf("failed to extract nested record fields: %w", err)
							 | 
						|
										}
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_RecordType{
							 | 
						|
												RecordType: &schema_pb.RecordType{
							 | 
						|
													Fields: fields,
							 | 
						|
												},
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
								
							 | 
						|
									case "enum":
							 | 
						|
										// Enum type - treat as string for now
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_STRING,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
								
							 | 
						|
									case "array":
							 | 
						|
										// Array type
							 | 
						|
										itemsType, err := convertAvroTypeToSeaweedMQ(avroType["items"])
							 | 
						|
										if err != nil {
							 | 
						|
											return nil, false, fmt.Errorf("failed to convert array items type: %w", err)
							 | 
						|
										}
							 | 
						|
										// For arrays, we return the item type and set IsRepeated=true
							 | 
						|
										return itemsType, true, nil
							 | 
						|
								
							 | 
						|
									case "map":
							 | 
						|
										// Map type - treat as record with dynamic fields
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_RecordType{
							 | 
						|
												RecordType: &schema_pb.RecordType{
							 | 
						|
													Fields: []*schema_pb.Field{}, // Dynamic fields
							 | 
						|
												},
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
								
							 | 
						|
									case "fixed":
							 | 
						|
										// Fixed-length bytes
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_BYTES,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
								
							 | 
						|
									default:
							 | 
						|
										return nil, false, fmt.Errorf("unsupported complex Avro type: %s", typeStr)
							 | 
						|
									}
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroSimpleTypeWithLogical handles logical types based on their underlying primitive types
							 | 
						|
								func convertAvroSimpleTypeWithLogical(primitiveType string, avroType map[string]interface{}) (*schema_pb.Type, bool, error) {
							 | 
						|
									logicalType, _ := avroType["logicalType"].(string)
							 | 
						|
								
							 | 
						|
									// Map logical types to appropriate SeaweedMQ types
							 | 
						|
									switch logicalType {
							 | 
						|
									case "decimal":
							 | 
						|
										// Decimal logical type - use bytes for precision
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_BYTES,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
									case "uuid":
							 | 
						|
										// UUID logical type - use string
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_STRING,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
									case "date":
							 | 
						|
										// Date logical type (int) - use int32
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT32,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
									case "time-millis":
							 | 
						|
										// Time in milliseconds (int) - use int32
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT32,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
									case "time-micros":
							 | 
						|
										// Time in microseconds (long) - use int64
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT64,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
									case "timestamp-millis":
							 | 
						|
										// Timestamp in milliseconds (long) - use int64
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT64,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
									case "timestamp-micros":
							 | 
						|
										// Timestamp in microseconds (long) - use int64
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT64,
							 | 
						|
											},
							 | 
						|
										}, false, nil
							 | 
						|
									default:
							 | 
						|
										// For unknown logical types, fall back to the underlying primitive type
							 | 
						|
										fieldType, err := convertAvroSimpleType(primitiveType)
							 | 
						|
										return fieldType, false, err
							 | 
						|
									}
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// convertAvroUnionType converts Avro union types to SeaweedMQ types
							 | 
						|
								func convertAvroUnionType(unionTypes []interface{}) (*schema_pb.Type, error) {
							 | 
						|
									// For unions, we'll use the first non-null type
							 | 
						|
									// This is a simplification - in a full implementation, we might want to create a union type
							 | 
						|
									for _, unionType := range unionTypes {
							 | 
						|
										if typeStr, ok := unionType.(string); ok && typeStr == "null" {
							 | 
						|
											continue // Skip null types
							 | 
						|
										}
							 | 
						|
								
							 | 
						|
										// Use the first non-null type
							 | 
						|
										return convertAvroTypeToSeaweedMQ(unionType)
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									// If all types are null, return bytes type
							 | 
						|
									return &schema_pb.Type{
							 | 
						|
										Kind: &schema_pb.Type_ScalarType{
							 | 
						|
											ScalarType: schema_pb.ScalarType_BYTES,
							 | 
						|
										},
							 | 
						|
									}, nil
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// InferRecordTypeFromMap infers a RecordType from a decoded map
							 | 
						|
								// This is useful when we don't have the original Avro schema
							 | 
						|
								func InferRecordTypeFromMap(m map[string]interface{}) *schema_pb.RecordType {
							 | 
						|
									fields := make([]*schema_pb.Field, 0, len(m))
							 | 
						|
									fieldIndex := int32(0)
							 | 
						|
								
							 | 
						|
									for key, value := range m {
							 | 
						|
										fieldType := inferTypeFromValue(value)
							 | 
						|
								
							 | 
						|
										field := &schema_pb.Field{
							 | 
						|
											Name:       key,
							 | 
						|
											FieldIndex: fieldIndex,
							 | 
						|
											Type:       fieldType,
							 | 
						|
											IsRequired: value != nil, // Non-nil values are considered required
							 | 
						|
											IsRepeated: false,
							 | 
						|
										}
							 | 
						|
								
							 | 
						|
										// Check if it's an array
							 | 
						|
										if reflect.TypeOf(value).Kind() == reflect.Slice {
							 | 
						|
											field.IsRepeated = true
							 | 
						|
										}
							 | 
						|
								
							 | 
						|
										fields = append(fields, field)
							 | 
						|
										fieldIndex++
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									return &schema_pb.RecordType{
							 | 
						|
										Fields: fields,
							 | 
						|
									}
							 | 
						|
								}
							 | 
						|
								
							 | 
						|
								// inferTypeFromValue infers a SeaweedMQ Type from a Go value
							 | 
						|
								func inferTypeFromValue(value interface{}) *schema_pb.Type {
							 | 
						|
									if value == nil {
							 | 
						|
										// Default to string for null values
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_STRING,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									}
							 | 
						|
								
							 | 
						|
									switch v := value.(type) {
							 | 
						|
									case bool:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_BOOL,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case int32:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT32,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case int64, int:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_INT64,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case float32:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_FLOAT,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case float64:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_DOUBLE,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case string:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_STRING,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case []byte:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_BYTES,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case time.Time:
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_TIMESTAMP,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case []interface{}:
							 | 
						|
										// Handle arrays - infer element type from first element
							 | 
						|
										var elementType *schema_pb.Type
							 | 
						|
										if len(v) > 0 {
							 | 
						|
											elementType = inferTypeFromValue(v[0])
							 | 
						|
										} else {
							 | 
						|
											// Default to string for empty arrays
							 | 
						|
											elementType = &schema_pb.Type{
							 | 
						|
												Kind: &schema_pb.Type_ScalarType{
							 | 
						|
													ScalarType: schema_pb.ScalarType_STRING,
							 | 
						|
												},
							 | 
						|
											}
							 | 
						|
										}
							 | 
						|
								
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ListType{
							 | 
						|
												ListType: &schema_pb.ListType{
							 | 
						|
													ElementType: elementType,
							 | 
						|
												},
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									case map[string]interface{}:
							 | 
						|
										// Handle nested records
							 | 
						|
										nestedRecordType := InferRecordTypeFromMap(v)
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_RecordType{
							 | 
						|
												RecordType: nestedRecordType,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									default:
							 | 
						|
										// Default to string for unknown types
							 | 
						|
										return &schema_pb.Type{
							 | 
						|
											Kind: &schema_pb.Type_ScalarType{
							 | 
						|
												ScalarType: schema_pb.ScalarType_STRING,
							 | 
						|
											},
							 | 
						|
										}
							 | 
						|
									}
							 | 
						|
								}
							 |