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85 lines
3.8 KiB
85 lines
3.8 KiB
package schema
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import (
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"fmt"
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"github.com/parquet-go/parquet-go"
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"github.com/seaweedfs/seaweedfs/weed/pb/schema_pb"
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)
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// ToRecordValue converts a parquet.Row to a schema_pb.RecordValue
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// This does not work or did not test with nested structures.
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// Using this may fail to convert the parquet.Row to schema_pb.RecordValue
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func ToRecordValue(recordType *schema_pb.RecordType, parquetLevels *ParquetLevels, row parquet.Row) (*schema_pb.RecordValue, error) {
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values := []parquet.Value(row)
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recordValue, _, err := toRecordValue(recordType, parquetLevels, values, 0)
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if err != nil {
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return nil, err
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}
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return recordValue.GetRecordValue(), nil
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}
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func ToValue(t *schema_pb.Type, levels *ParquetLevels, values []parquet.Value, valueIndex int) (value *schema_pb.Value, endValueIndex int, err error) {
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switch t.Kind.(type) {
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case *schema_pb.Type_ScalarType:
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return toScalarValue(t.GetScalarType(), levels, values, valueIndex)
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case *schema_pb.Type_ListType:
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return toListValue(t.GetListType(), levels, values, valueIndex)
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case *schema_pb.Type_RecordType:
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return toRecordValue(t.GetRecordType(), levels, values, valueIndex)
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}
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return nil, valueIndex, fmt.Errorf("unsupported type: %v", t)
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}
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func toRecordValue(recordType *schema_pb.RecordType, levels *ParquetLevels, values []parquet.Value, valueIndex int) (*schema_pb.Value, int, error) {
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recordValue := schema_pb.RecordValue{Fields: make(map[string]*schema_pb.Value)}
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for _, field := range recordType.Fields {
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fieldLevels := levels.levels[field.Name]
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fieldValue, endValueIndex, err := ToValue(field.Type, fieldLevels, values, valueIndex)
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if err != nil {
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return nil, 0, err
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}
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valueIndex = endValueIndex
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recordValue.Fields[field.Name] = fieldValue
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}
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return &schema_pb.Value{Kind: &schema_pb.Value_RecordValue{RecordValue: &recordValue}}, valueIndex, nil
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}
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func toListValue(listType *schema_pb.ListType, levels *ParquetLevels, values []parquet.Value, valueIndex int) (listValue *schema_pb.Value, endValueIndex int, err error) {
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listValues := make([]*schema_pb.Value, 0)
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var value *schema_pb.Value
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for ;valueIndex < len(values); {
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if values[valueIndex].Column() != levels.startColumnIndex {
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break
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}
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value, valueIndex, err = ToValue(listType.ElementType, levels, values, valueIndex)
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if err != nil {
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return nil, valueIndex, err
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}
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listValues = append(listValues, value)
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}
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return &schema_pb.Value{Kind: &schema_pb.Value_ListValue{ListValue: &schema_pb.ListValue{Values: listValues}}}, valueIndex, nil
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}
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func toScalarValue(scalarType schema_pb.ScalarType, levels *ParquetLevels, values []parquet.Value, valueIndex int) (*schema_pb.Value, int, error) {
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value := values[valueIndex]
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if value.Column() != levels.startColumnIndex {
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return nil, valueIndex, nil
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}
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switch scalarType {
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case schema_pb.ScalarType_BOOL:
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return &schema_pb.Value{Kind: &schema_pb.Value_BoolValue{BoolValue: value.Boolean()}}, valueIndex+1, nil
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case schema_pb.ScalarType_INT32:
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return &schema_pb.Value{Kind: &schema_pb.Value_Int32Value{Int32Value: value.Int32()}}, valueIndex+1, nil
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case schema_pb.ScalarType_INT64:
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return &schema_pb.Value{Kind: &schema_pb.Value_Int64Value{Int64Value: value.Int64()}}, valueIndex+1, nil
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case schema_pb.ScalarType_FLOAT:
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return &schema_pb.Value{Kind: &schema_pb.Value_FloatValue{FloatValue: value.Float()}}, valueIndex+1, nil
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case schema_pb.ScalarType_DOUBLE:
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return &schema_pb.Value{Kind: &schema_pb.Value_DoubleValue{DoubleValue: value.Double()}}, valueIndex+1, nil
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case schema_pb.ScalarType_BYTES:
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return &schema_pb.Value{Kind: &schema_pb.Value_BytesValue{BytesValue: value.ByteArray()}}, valueIndex+1, nil
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case schema_pb.ScalarType_STRING:
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return &schema_pb.Value{Kind: &schema_pb.Value_StringValue{StringValue: string(value.ByteArray())}}, valueIndex+1, nil
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}
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return nil, valueIndex, fmt.Errorf("unsupported scalar type: %v", scalarType)
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}
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