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10 months ago
  1. package schema
  2. import (
  3. "fmt"
  4. "github.com/parquet-go/parquet-go"
  5. "github.com/seaweedfs/seaweedfs/weed/pb/schema_pb"
  6. )
  7. func ToRecordValue(recordType *schema_pb.RecordType, row parquet.Row) (*schema_pb.RecordValue, error) {
  8. values := []parquet.Value(row)
  9. recordValue, _, err := toRecordValue(recordType, values, 0)
  10. if err != nil {
  11. return nil, err
  12. }
  13. return recordValue.GetRecordValue(), nil
  14. }
  15. func ToValue(t *schema_pb.Type, values []parquet.Value, columnIndex int) (value *schema_pb.Value, endIndex int, err error) {
  16. switch t.Kind.(type) {
  17. case *schema_pb.Type_ScalarType:
  18. return toScalarValue(t.GetScalarType(), values, columnIndex)
  19. case *schema_pb.Type_ListType:
  20. return toListValue(t.GetListType(), values, columnIndex)
  21. case *schema_pb.Type_RecordType:
  22. return toRecordValue(t.GetRecordType(), values, columnIndex)
  23. }
  24. return nil, 0, fmt.Errorf("unsupported type: %v", t)
  25. }
  26. func toRecordValue(recordType *schema_pb.RecordType, values []parquet.Value, columnIndex int) (*schema_pb.Value, int, error) {
  27. recordValue := schema_pb.RecordValue{Fields: make(map[string]*schema_pb.Value)}
  28. for _, field := range recordType.Fields {
  29. fieldValue, endIndex, err := ToValue(field.Type, values, columnIndex)
  30. if err != nil {
  31. return nil, 0, err
  32. }
  33. if endIndex == columnIndex {
  34. continue
  35. }
  36. columnIndex = endIndex
  37. recordValue.Fields[field.Name] = fieldValue
  38. }
  39. return &schema_pb.Value{Kind: &schema_pb.Value_RecordValue{RecordValue: &recordValue}}, columnIndex, nil
  40. }
  41. func toListValue(listType *schema_pb.ListType, values []parquet.Value, index int) (listValue *schema_pb.Value, endIndex int, err error) {
  42. listValues := make([]*schema_pb.Value, 0)
  43. var value *schema_pb.Value
  44. for i := index; i < len(values); {
  45. value, endIndex, err = ToValue(listType.ElementType, values, i)
  46. if err != nil {
  47. return nil, 0, err
  48. }
  49. if endIndex == i {
  50. break
  51. }
  52. listValues = append(listValues, value)
  53. i = endIndex
  54. }
  55. return &schema_pb.Value{Kind: &schema_pb.Value_ListValue{ListValue: &schema_pb.ListValue{Values: listValues}}}, endIndex, nil
  56. }
  57. func toScalarValue(scalarType schema_pb.ScalarType, values []parquet.Value, columnIndex int) (*schema_pb.Value, int, error) {
  58. value := values[columnIndex]
  59. if value.Column() != columnIndex {
  60. return nil, columnIndex, nil
  61. }
  62. switch scalarType {
  63. case schema_pb.ScalarType_BOOLEAN:
  64. return &schema_pb.Value{Kind: &schema_pb.Value_BoolValue{BoolValue: value.Boolean()}}, columnIndex + 1, nil
  65. case schema_pb.ScalarType_INTEGER:
  66. return &schema_pb.Value{Kind: &schema_pb.Value_Int32Value{Int32Value: value.Int32()}}, columnIndex + 1, nil
  67. case schema_pb.ScalarType_LONG:
  68. return &schema_pb.Value{Kind: &schema_pb.Value_Int64Value{Int64Value: value.Int64()}}, columnIndex + 1, nil
  69. case schema_pb.ScalarType_FLOAT:
  70. return &schema_pb.Value{Kind: &schema_pb.Value_FloatValue{FloatValue: value.Float()}}, columnIndex + 1, nil
  71. case schema_pb.ScalarType_DOUBLE:
  72. return &schema_pb.Value{Kind: &schema_pb.Value_DoubleValue{DoubleValue: value.Double()}}, columnIndex + 1, nil
  73. case schema_pb.ScalarType_BYTES:
  74. return &schema_pb.Value{Kind: &schema_pb.Value_BytesValue{BytesValue: value.ByteArray()}}, columnIndex + 1, nil
  75. case schema_pb.ScalarType_STRING:
  76. return &schema_pb.Value{Kind: &schema_pb.Value_StringValue{StringValue: string(value.ByteArray())}}, columnIndex + 1, nil
  77. }
  78. return nil, columnIndex, fmt.Errorf("unsupported scalar type: %v", scalarType)
  79. }