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507 lines
14 KiB
Go
507 lines
14 KiB
Go
package schema
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import (
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"bytes"
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"encoding/json"
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"fmt"
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"strconv"
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"time"
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"github.com/seaweedfs/seaweedfs/weed/pb/schema_pb"
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"github.com/xeipuuv/gojsonschema"
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)
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// JSONSchemaDecoder handles JSON Schema validation and conversion to SeaweedMQ format
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type JSONSchemaDecoder struct {
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schema *gojsonschema.Schema
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schemaDoc map[string]interface{} // Parsed schema document for type inference
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schemaJSON string // Original schema JSON
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}
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// NewJSONSchemaDecoder creates a new JSON Schema decoder from a schema string
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func NewJSONSchemaDecoder(schemaJSON string) (*JSONSchemaDecoder, error) {
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// Parse the schema JSON
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var schemaDoc map[string]interface{}
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if err := json.Unmarshal([]byte(schemaJSON), &schemaDoc); err != nil {
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return nil, fmt.Errorf("failed to parse JSON schema: %w", err)
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}
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// Create JSON Schema validator
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schemaLoader := gojsonschema.NewStringLoader(schemaJSON)
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schema, err := gojsonschema.NewSchema(schemaLoader)
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if err != nil {
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return nil, fmt.Errorf("failed to create JSON schema validator: %w", err)
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}
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return &JSONSchemaDecoder{
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schema: schema,
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schemaDoc: schemaDoc,
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schemaJSON: schemaJSON,
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}, nil
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}
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// Decode decodes and validates JSON data against the schema, returning a Go map
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// Uses json.Number to preserve integer precision (important for large int64 like timestamps)
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func (jsd *JSONSchemaDecoder) Decode(data []byte) (map[string]interface{}, error) {
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// Parse JSON data with Number support to preserve large integers
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decoder := json.NewDecoder(bytes.NewReader(data))
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decoder.UseNumber()
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var jsonData interface{}
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if err := decoder.Decode(&jsonData); err != nil {
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return nil, fmt.Errorf("failed to parse JSON data: %w", err)
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}
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// Validate against schema
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documentLoader := gojsonschema.NewGoLoader(jsonData)
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result, err := jsd.schema.Validate(documentLoader)
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if err != nil {
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return nil, fmt.Errorf("failed to validate JSON data: %w", err)
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}
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if !result.Valid() {
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// Collect validation errors
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var errorMsgs []string
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for _, desc := range result.Errors() {
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errorMsgs = append(errorMsgs, desc.String())
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}
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return nil, fmt.Errorf("JSON data validation failed: %v", errorMsgs)
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}
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// Convert to map[string]interface{} for consistency
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switch v := jsonData.(type) {
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case map[string]interface{}:
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return v, nil
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case []interface{}:
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// Handle array at root level by wrapping in a map
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return map[string]interface{}{"items": v}, nil
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default:
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// Handle primitive values at root level
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return map[string]interface{}{"value": v}, nil
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}
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}
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// DecodeToRecordValue decodes JSON data directly to SeaweedMQ RecordValue
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// Preserves large integers (like nanosecond timestamps) with full precision
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func (jsd *JSONSchemaDecoder) DecodeToRecordValue(data []byte) (*schema_pb.RecordValue, error) {
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// Decode with json.Number for precision
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jsonMap, err := jsd.Decode(data)
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if err != nil {
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return nil, err
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}
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// Convert with schema-aware type conversion
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return jsd.mapToRecordValueWithSchema(jsonMap), nil
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}
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// mapToRecordValueWithSchema converts a map to RecordValue using schema type information
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func (jsd *JSONSchemaDecoder) mapToRecordValueWithSchema(m map[string]interface{}) *schema_pb.RecordValue {
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fields := make(map[string]*schema_pb.Value)
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properties, _ := jsd.schemaDoc["properties"].(map[string]interface{})
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for key, value := range m {
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// Check if we have schema information for this field
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if fieldSchema, exists := properties[key]; exists {
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if fieldSchemaMap, ok := fieldSchema.(map[string]interface{}); ok {
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fields[key] = jsd.goValueToSchemaValueWithType(value, fieldSchemaMap)
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continue
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}
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}
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// Fallback to default conversion
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fields[key] = goValueToSchemaValue(value)
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}
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return &schema_pb.RecordValue{
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Fields: fields,
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}
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}
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// goValueToSchemaValueWithType converts a Go value to SchemaValue using schema type hints
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func (jsd *JSONSchemaDecoder) goValueToSchemaValueWithType(value interface{}, schemaDoc map[string]interface{}) *schema_pb.Value {
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if value == nil {
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return &schema_pb.Value{
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Kind: &schema_pb.Value_StringValue{StringValue: ""},
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}
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}
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schemaType, _ := schemaDoc["type"].(string)
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// Handle numbers from JSON that should be integers
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if schemaType == "integer" {
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switch v := value.(type) {
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case json.Number:
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// Preserve precision by parsing as int64
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if intVal, err := v.Int64(); err == nil {
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return &schema_pb.Value{
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Kind: &schema_pb.Value_Int64Value{Int64Value: intVal},
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}
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}
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// Fallback to float conversion if int64 parsing fails
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if floatVal, err := v.Float64(); err == nil {
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return &schema_pb.Value{
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Kind: &schema_pb.Value_Int64Value{Int64Value: int64(floatVal)},
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}
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}
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case float64:
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// JSON unmarshals all numbers as float64, convert to int64 for integer types
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return &schema_pb.Value{
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Kind: &schema_pb.Value_Int64Value{Int64Value: int64(v)},
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}
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case int64:
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return &schema_pb.Value{
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Kind: &schema_pb.Value_Int64Value{Int64Value: v},
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}
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case int:
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return &schema_pb.Value{
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Kind: &schema_pb.Value_Int64Value{Int64Value: int64(v)},
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}
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}
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}
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// Handle json.Number for other numeric types
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if numVal, ok := value.(json.Number); ok {
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// Try int64 first
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if intVal, err := numVal.Int64(); err == nil {
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return &schema_pb.Value{
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Kind: &schema_pb.Value_Int64Value{Int64Value: intVal},
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}
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}
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// Fallback to float64
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if floatVal, err := numVal.Float64(); err == nil {
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return &schema_pb.Value{
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Kind: &schema_pb.Value_DoubleValue{DoubleValue: floatVal},
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}
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}
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}
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// Handle nested objects
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if schemaType == "object" {
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if nestedMap, ok := value.(map[string]interface{}); ok {
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nestedProperties, _ := schemaDoc["properties"].(map[string]interface{})
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nestedFields := make(map[string]*schema_pb.Value)
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for key, val := range nestedMap {
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if fieldSchema, exists := nestedProperties[key]; exists {
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if fieldSchemaMap, ok := fieldSchema.(map[string]interface{}); ok {
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nestedFields[key] = jsd.goValueToSchemaValueWithType(val, fieldSchemaMap)
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continue
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}
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}
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// Fallback
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nestedFields[key] = goValueToSchemaValue(val)
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}
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return &schema_pb.Value{
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Kind: &schema_pb.Value_RecordValue{
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RecordValue: &schema_pb.RecordValue{
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Fields: nestedFields,
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},
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},
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}
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}
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}
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// For other types, use default conversion
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return goValueToSchemaValue(value)
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}
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// InferRecordType infers a SeaweedMQ RecordType from the JSON Schema
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func (jsd *JSONSchemaDecoder) InferRecordType() (*schema_pb.RecordType, error) {
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return jsd.jsonSchemaToRecordType(jsd.schemaDoc), nil
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}
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// ValidateOnly validates JSON data against the schema without decoding
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func (jsd *JSONSchemaDecoder) ValidateOnly(data []byte) error {
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_, err := jsd.Decode(data)
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return err
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}
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// jsonSchemaToRecordType converts a JSON Schema to SeaweedMQ RecordType
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func (jsd *JSONSchemaDecoder) jsonSchemaToRecordType(schemaDoc map[string]interface{}) *schema_pb.RecordType {
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schemaType, _ := schemaDoc["type"].(string)
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if schemaType == "object" {
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return jsd.objectSchemaToRecordType(schemaDoc)
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}
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// For non-object schemas, create a wrapper record
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return &schema_pb.RecordType{
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Fields: []*schema_pb.Field{
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{
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Name: "value",
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FieldIndex: 0,
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Type: jsd.jsonSchemaTypeToType(schemaDoc),
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IsRequired: true,
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IsRepeated: false,
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},
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},
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}
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}
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// objectSchemaToRecordType converts an object JSON Schema to RecordType
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func (jsd *JSONSchemaDecoder) objectSchemaToRecordType(schemaDoc map[string]interface{}) *schema_pb.RecordType {
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properties, _ := schemaDoc["properties"].(map[string]interface{})
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required, _ := schemaDoc["required"].([]interface{})
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// Create set of required fields for quick lookup
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requiredFields := make(map[string]bool)
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for _, req := range required {
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if reqStr, ok := req.(string); ok {
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requiredFields[reqStr] = true
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}
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}
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fields := make([]*schema_pb.Field, 0, len(properties))
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fieldIndex := int32(0)
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for fieldName, fieldSchema := range properties {
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fieldSchemaMap, ok := fieldSchema.(map[string]interface{})
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if !ok {
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continue
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}
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field := &schema_pb.Field{
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Name: fieldName,
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FieldIndex: fieldIndex,
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Type: jsd.jsonSchemaTypeToType(fieldSchemaMap),
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IsRequired: requiredFields[fieldName],
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IsRepeated: jsd.isArrayType(fieldSchemaMap),
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}
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fields = append(fields, field)
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fieldIndex++
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}
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return &schema_pb.RecordType{
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Fields: fields,
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}
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}
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// jsonSchemaTypeToType converts a JSON Schema type to SeaweedMQ Type
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func (jsd *JSONSchemaDecoder) jsonSchemaTypeToType(schemaDoc map[string]interface{}) *schema_pb.Type {
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schemaType, _ := schemaDoc["type"].(string)
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switch schemaType {
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case "boolean":
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
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ScalarType: schema_pb.ScalarType_BOOL,
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},
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}
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case "integer":
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// Check for format hints
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format, _ := schemaDoc["format"].(string)
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switch format {
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case "int32":
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
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ScalarType: schema_pb.ScalarType_INT32,
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},
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}
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default:
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
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ScalarType: schema_pb.ScalarType_INT64,
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},
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}
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}
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case "number":
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// Check for format hints
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format, _ := schemaDoc["format"].(string)
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switch format {
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case "float":
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
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ScalarType: schema_pb.ScalarType_FLOAT,
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},
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}
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default:
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
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ScalarType: schema_pb.ScalarType_DOUBLE,
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},
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}
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}
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case "string":
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// Check for format hints
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format, _ := schemaDoc["format"].(string)
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switch format {
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case "date-time":
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
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ScalarType: schema_pb.ScalarType_TIMESTAMP,
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},
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}
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case "byte", "binary":
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
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ScalarType: schema_pb.ScalarType_BYTES,
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},
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}
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default:
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return &schema_pb.Type{
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Kind: &schema_pb.Type_ScalarType{
|
|
ScalarType: schema_pb.ScalarType_STRING,
|
|
},
|
|
}
|
|
}
|
|
case "array":
|
|
items, _ := schemaDoc["items"].(map[string]interface{})
|
|
elementType := jsd.jsonSchemaTypeToType(items)
|
|
return &schema_pb.Type{
|
|
Kind: &schema_pb.Type_ListType{
|
|
ListType: &schema_pb.ListType{
|
|
ElementType: elementType,
|
|
},
|
|
},
|
|
}
|
|
case "object":
|
|
nestedRecordType := jsd.objectSchemaToRecordType(schemaDoc)
|
|
return &schema_pb.Type{
|
|
Kind: &schema_pb.Type_RecordType{
|
|
RecordType: nestedRecordType,
|
|
},
|
|
}
|
|
default:
|
|
// Handle union types (oneOf, anyOf, allOf)
|
|
if oneOf, exists := schemaDoc["oneOf"].([]interface{}); exists && len(oneOf) > 0 {
|
|
// For unions, use the first type as default
|
|
if firstType, ok := oneOf[0].(map[string]interface{}); ok {
|
|
return jsd.jsonSchemaTypeToType(firstType)
|
|
}
|
|
}
|
|
|
|
// Default to string for unknown types
|
|
return &schema_pb.Type{
|
|
Kind: &schema_pb.Type_ScalarType{
|
|
ScalarType: schema_pb.ScalarType_STRING,
|
|
},
|
|
}
|
|
}
|
|
}
|
|
|
|
// isArrayType checks if a JSON Schema represents an array type
|
|
func (jsd *JSONSchemaDecoder) isArrayType(schemaDoc map[string]interface{}) bool {
|
|
schemaType, _ := schemaDoc["type"].(string)
|
|
return schemaType == "array"
|
|
}
|
|
|
|
// EncodeFromRecordValue encodes a RecordValue back to JSON format
|
|
func (jsd *JSONSchemaDecoder) EncodeFromRecordValue(recordValue *schema_pb.RecordValue) ([]byte, error) {
|
|
// Convert RecordValue back to Go map
|
|
goMap := recordValueToMap(recordValue)
|
|
|
|
// Encode to JSON
|
|
jsonData, err := json.Marshal(goMap)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to encode to JSON: %w", err)
|
|
}
|
|
|
|
// Validate the generated JSON against the schema
|
|
if err := jsd.ValidateOnly(jsonData); err != nil {
|
|
return nil, fmt.Errorf("generated JSON failed schema validation: %w", err)
|
|
}
|
|
|
|
return jsonData, nil
|
|
}
|
|
|
|
// GetSchemaInfo returns information about the JSON Schema
|
|
func (jsd *JSONSchemaDecoder) GetSchemaInfo() map[string]interface{} {
|
|
info := make(map[string]interface{})
|
|
|
|
if title, exists := jsd.schemaDoc["title"]; exists {
|
|
info["title"] = title
|
|
}
|
|
|
|
if description, exists := jsd.schemaDoc["description"]; exists {
|
|
info["description"] = description
|
|
}
|
|
|
|
if schemaVersion, exists := jsd.schemaDoc["$schema"]; exists {
|
|
info["schema_version"] = schemaVersion
|
|
}
|
|
|
|
if schemaType, exists := jsd.schemaDoc["type"]; exists {
|
|
info["type"] = schemaType
|
|
}
|
|
|
|
return info
|
|
}
|
|
|
|
// Enhanced JSON value conversion with better type handling
|
|
func (jsd *JSONSchemaDecoder) convertJSONValue(value interface{}, expectedType string) interface{} {
|
|
if value == nil {
|
|
return nil
|
|
}
|
|
|
|
switch expectedType {
|
|
case "integer":
|
|
switch v := value.(type) {
|
|
case float64:
|
|
return int64(v)
|
|
case string:
|
|
if i, err := strconv.ParseInt(v, 10, 64); err == nil {
|
|
return i
|
|
}
|
|
}
|
|
case "number":
|
|
switch v := value.(type) {
|
|
case string:
|
|
if f, err := strconv.ParseFloat(v, 64); err == nil {
|
|
return f
|
|
}
|
|
}
|
|
case "boolean":
|
|
switch v := value.(type) {
|
|
case string:
|
|
if b, err := strconv.ParseBool(v); err == nil {
|
|
return b
|
|
}
|
|
}
|
|
case "string":
|
|
// Handle date-time format conversion
|
|
if str, ok := value.(string); ok {
|
|
// Try to parse as RFC3339 timestamp
|
|
if t, err := time.Parse(time.RFC3339, str); err == nil {
|
|
return t
|
|
}
|
|
}
|
|
}
|
|
|
|
return value
|
|
}
|
|
|
|
// ValidateAndNormalize validates JSON data and normalizes types according to schema
|
|
func (jsd *JSONSchemaDecoder) ValidateAndNormalize(data []byte) ([]byte, error) {
|
|
// First decode normally
|
|
jsonMap, err := jsd.Decode(data)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
// Normalize types based on schema
|
|
normalized := jsd.normalizeMapTypes(jsonMap, jsd.schemaDoc)
|
|
|
|
// Re-encode with normalized types
|
|
return json.Marshal(normalized)
|
|
}
|
|
|
|
// normalizeMapTypes normalizes map values according to JSON Schema types
|
|
func (jsd *JSONSchemaDecoder) normalizeMapTypes(data map[string]interface{}, schemaDoc map[string]interface{}) map[string]interface{} {
|
|
properties, _ := schemaDoc["properties"].(map[string]interface{})
|
|
result := make(map[string]interface{})
|
|
|
|
for key, value := range data {
|
|
if fieldSchema, exists := properties[key]; exists {
|
|
if fieldSchemaMap, ok := fieldSchema.(map[string]interface{}); ok {
|
|
fieldType, _ := fieldSchemaMap["type"].(string)
|
|
result[key] = jsd.convertJSONValue(value, fieldType)
|
|
continue
|
|
}
|
|
}
|
|
result[key] = value
|
|
}
|
|
|
|
return result
|
|
}
|