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@ -10,77 +10,80 @@ import ( |
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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, row parquet.Row) (*schema_pb.RecordValue, error) { |
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parquetLevels, err := ToParquetLevels(recordType) |
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if err != nil { |
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return nil, err |
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} |
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values := []parquet.Value(row) |
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recordValue, _, _, err := toRecordValue(recordType, values, 0, 0) |
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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, values []parquet.Value, valueIndex, columnIndex int) (value *schema_pb.Value, endValueIndex, endColumnIndex int, err error) { |
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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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value, err = toScalarValue(t.GetScalarType(), values, valueIndex, columnIndex) |
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return value, valueIndex + 1, columnIndex + 1, err |
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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(), values, valueIndex, columnIndex) |
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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(), values, valueIndex, columnIndex) |
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return toRecordValue(t.GetRecordType(), levels, values, valueIndex) |
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} |
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return nil, 0, 0, fmt.Errorf("unsupported type: %v", t) |
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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, values []parquet.Value, valueIndex, columnIndex int) (*schema_pb.Value, int, int, error) { |
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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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fieldValue, endValueIndex, endColumnIndex, err := ToValue(field.Type, values, valueIndex, columnIndex) |
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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, 0, err |
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return nil, 0, err |
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} |
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columnIndex = endColumnIndex |
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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, columnIndex, nil |
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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, values []parquet.Value, valueIndex, columnIndex int) (listValue *schema_pb.Value, endValueIndex, endColumnIndex int, err error) { |
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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() != columnIndex { |
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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, endColumnIndex, err = ToValue(listType.ElementType, values, valueIndex, columnIndex) |
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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, 0,0, err |
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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, endColumnIndex, nil |
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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, values []parquet.Value, valueIndex, columnIndex int) (*schema_pb.Value, error) { |
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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() != columnIndex { |
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return nil, nil |
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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_BOOLEAN: |
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return &schema_pb.Value{Kind: &schema_pb.Value_BoolValue{BoolValue: value.Boolean()}}, nil |
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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_INTEGER: |
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return &schema_pb.Value{Kind: &schema_pb.Value_Int32Value{Int32Value: value.Int32()}}, nil |
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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_LONG: |
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return &schema_pb.Value{Kind: &schema_pb.Value_Int64Value{Int64Value: value.Int64()}}, nil |
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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()}}, nil |
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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()}}, nil |
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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()}}, nil |
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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())}}, nil |
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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, fmt.Errorf("unsupported scalar type: %v", scalarType) |
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return nil, valueIndex, fmt.Errorf("unsupported scalar type: %v", scalarType) |
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} |