Naila Murray

39 papers A* 9A 2Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Shengbang Tong, David Fan, John Nguyen, Ellis Brown, Gaoyue Zhou, Shengyi Qian, Boyang Zheng, Théophane Vallaeys, Junlin Han, Rob Fergus, Naila Murray, Marjan Ghazvininejad, Mike Lewis, Nicolas Ballas, Amir Bar, Michael Rabbat, Jakob Verbeek, Luke Zettlemoyer, Koustuv Sinha, Yann LeCun, Saining Xie
2025 J jnl
CoRR
FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram H. Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter W. O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve
2025 J jnl
CoRR
Pierre-Emmanuel Mazaré, Gergely Szilvasy, Maria Lomeli, Francisco Massa, Naila Murray, Hervé Jégou, Matthijs Douze
2025 J jnl
CoRR
Zheng Zhao, Yeskendir Koishekenov, Xianjun Yang, Naila Murray, Nicola Cancedda
2023 A* conf
CVPR
Dahyun Kang, Piotr Koniusz, Minsu Cho, Naila Murray
2023 J jnl
CoRR
Dahyun Kang, Piotr Koniusz, Minsu Cho, Naila Murray
2022 A* conf
NeurIPS
Eric Hambro, Roberta Raileanu, Danielle Rothermel, Vegard Mella, Tim Rocktäschel, Heinrich Küttler, Naila Murray
2022 J jnl
CoRR
Eric Hambro, Roberta Raileanu, Danielle Rothermel, Vegard Mella, Tim Rocktäschel, Heinrich Küttler, Naila Murray
2022 A* conf
CVPR
Shan Zhang, Lei Wang, Naila Murray, Piotr Koniusz
2022 conf
ECCV (20)
Shan Zhang, Naila Murray, Lei Wang, Piotr Koniusz
2022 J jnl
CoRR
Shan Zhang, Naila Murray, Lei Wang, Piotr Koniusz
2021 A* conf
CVPR
M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen
2021 J jnl
CoRR
M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen
2021 A conf
WACV
Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka
2020 J jnl
Int. J. Comput. Vis.
César Roberto de Souza, Adrien Gaidon, Yohann Cabon, Naila Murray, Antonio M. López
2020 J jnl
CoRR
Yohann Cabon, Naila Murray, Martin Humenberger
2019 conf
CVPR Workshops
Michal Kucer, Naila Murray
2019 J jnl
CoRR
César Roberto de Souza, Adrien Gaidon, Yohann Cabon, Naila Murray, Antonio Manuel López Peña
2019 conf
ICCV Workshops
Naila Murray
2018 J jnl
CoRR
Saumya Jetley, Naila Murray, Eleonora Vig
2018 J jnl
CoRR
Jon Almazán, Bojana Gajic, Naila Murray, Diane Larlus
2017 J jnl
CoRR
Naila Murray, Albert Gordo
2017 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
2016 A* conf
CVPR
Saumya Jetley, Naila Murray, Eleonora Vig
2016 J jnl
CoRR
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
2015 J jnl
Int. J. Comput. Vis.
Luca Marchesotti, Naila Murray, Florent Perronnin
2015 A* conf
ICCV
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
2015 J jnl
CoRR
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
2014 J jnl
CoRR
Luca Marchesotti, Naila Murray, Florent Perronnin
2014 A* conf
CVPR
Naila Murray, Florent Perronnin
2014 J jnl
CoRR
Naila Murray, Florent Perronnin
2014 J jnl
Pattern Recognit. Lett.
Philippe Henri Gosselin, Naila Murray, Hervé Jégou, Florent Perronnin
2013 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Naila Murray, María Vanrell, Xavier Otazu, C. Alejandro Párraga
2012 A* conf
CVPR
Naila Murray, Luca Marchesotti, Florent Perronnin
2012 A conf
BMVC
Naila Murray, Luca Marchesotti, Florent Perronnin
2012 J jnl
Comput. Graph.
Naila Murray, Sandra Skaff, Luca Marchesotti, Florent Perronnin
2011 conf
CCIW
María Vanrell, Naila Murray, Robert Benavente, C. Alejandro Párraga, Xavier Otazu, Ramon Baldrich
2011 A* conf
CVPR
Naila Murray, María Vanrell, Xavier Otazu, C. Alejandro Párraga
2011 conf
NPAR
Naila Murray, Sandra Skaff, Luca Marchesotti, Florent Perronnin
tests/integration/test_basicproperties.py
← Index tests/integration/test_basicproperties.py python
"""
Integration tests for the BasicPropertiesExtractor class.
"""
import pytest
import os
from unittest.mock import Mock, patch, MagicMock

pytestmark = [pytest.mark.integration]


class TestBasicPropertiesExtractorInitialization:
    """Tests for BasicPropertiesExtractor initialization."""

    def test_initialization(self, elf_binary_path, mock_logger):
        """Test basic initialization."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            assert extractor.filepath == elf_binary_path
            assert extractor.basic_properties is None
            assert extractor.is_packed is None
            assert extractor.is_fat is None
            assert extractor.parent_sha256 is None
            assert extractor.child_sha256 is None
            assert extractor.child_architecture is None
            assert extractor.child_filetype is None

    def test_initialization_with_fat_params(self, elf_binary_path, mock_logger):
        """Test initialization with FAT Mach-O parameters."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            child_hashes = ["abc123", "def456"]
            child_archs = ["x86_64", "arm64"]
            child_types = ["macho", "macho"]

            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                is_fat=True,
                child_sha256=child_hashes,
                child_architecture=child_archs,
                child_filetype=child_types
            )

            assert extractor.is_fat is True
            assert extractor.child_sha256 == child_hashes
            assert extractor.child_architecture == child_archs
            assert extractor.child_filetype == child_types

    def test_initialization_with_parent_sha256(self, elf_binary_path, mock_logger):
        """Test initialization with parent_sha256 for slice binaries."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            parent_hash = "parent_sha256_hash_here"

            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                parent_sha256=parent_hash
            )

            assert extractor.parent_sha256 == parent_hash

    def test_elastic_index_suffix(self, elf_binary_path, mock_logger):
        """Test that elastic_index has correct suffix."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            assert "-basic_properties" in extractor.elastic_index


class TestBasicPropertiesExtractorTag:
    """Tests for tag method."""

    def test_tag_value(self, elf_binary_path, mock_logger):
        """Test that tag returns correct value."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor
        from redb.extractors.enum import Tag

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            assert extractor.tag() == Tag.BASIC_PROPERTIES.value
            assert extractor.tag() == "basic_properties"


class TestBasicPropertiesExtract:
    """Tests for extract method."""

    def test_extract_elf_binary(self, elf_binary_path, mock_logger):
        """Test extracting properties from ELF binary."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor
        from redb.models.dataclasses import BasicProperties

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert isinstance(result, BasicProperties)
            assert result.sample_name == os.path.basename(elf_binary_path)
            assert result.filesize > 0
            assert result.file_entropy >= 0
            assert result.filetype is not None
            assert result.filetype_mime is not None
            assert result.filetype_magika is not None

    def test_extract_pe_binary(self, pe_binary_path, mock_logger):
        """Test extracting properties from PE binary."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor
        from redb.models.dataclasses import BasicProperties

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(pe_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert isinstance(result, BasicProperties)
            assert result.filesize > 0
            # PE file should be detected
            assert "PE" in result.filetype or "executable" in result.filetype.lower()

    def test_extract_text_file(self, temp_text_file, mock_logger):
        """Test extracting properties from text file."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(temp_text_file, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert "text" in result.filetype.lower() or "ASCII" in result.filetype
            assert result.file_entropy >= 0

    def test_extract_stores_in_basic_properties(self, elf_binary_path, mock_logger):
        """Test that extract stores result in basic_properties attribute."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            assert extractor.basic_properties is None
            result = extractor.extract()
            assert extractor.basic_properties is result


class TestBasicPropertiesFiletype:
    """Tests for file type detection."""

    def test_elf_filetype(self, elf_binary_path, mock_logger):
        """Test ELF file type detection."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            # Should detect as ELF
            assert "ELF" in result.filetype

    def test_pe_filetype_mime(self, pe_binary_path, mock_logger):
        """Test PE file type MIME detection."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(pe_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            # PE MIME types (varies by libmagic version)
            assert "dosexec" in result.filetype_mime or "x-msdownload" in result.filetype_mime or "portable-executable" in result.filetype_mime

    def test_text_filetype_mime(self, temp_text_file, mock_logger):
        """Test text file type MIME detection."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(temp_text_file, mock_logger)

            result = extractor.extract()

            assert result is not None
            # Text MIME types
            assert "text" in result.filetype_mime


class TestBasicPropertiesEntropy:
    """Tests for entropy calculation in BasicPropertiesExtractor."""

    def test_entropy_reasonable_range(self, elf_binary_path, mock_logger):
        """Test that entropy is within reasonable range (0-8)."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert 0 <= result.file_entropy <= 8

    def test_entropy_rounded(self, elf_binary_path, mock_logger):
        """Test that entropy is rounded to 3 decimal places."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            # Check rounding to 3 decimal places
            entropy_str = str(result.file_entropy)
            if '.' in entropy_str:
                decimal_places = len(entropy_str.split('.')[1])
                assert decimal_places <= 3


class TestBasicPropertiesFilesize:
    """Tests for file size calculation."""

    def test_filesize_matches_actual(self, elf_binary_path, mock_logger):
        """Test that filesize matches actual file size."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            actual_size = os.path.getsize(elf_binary_path)
            assert result.filesize == actual_size

    def test_filesize_matches_binary_length(self, elf_binary_path, mock_logger, elf_binary_content):
        """Test that filesize matches binary content length."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            assert result.filesize == len(elf_binary_content)


class TestBasicPropertiesPrepareExportData:
    """Tests for prepare_export_data method."""

    def test_prepare_export_elasticsearch(self, elf_binary_path, mock_logger):
        """Test prepare_export_data for Elasticsearch."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            extractor.extract()

            result = extractor.prepare_export_data("ElasticsearchExporter")

            assert result is extractor.basic_properties

    def test_prepare_export_clickhouse(self, elf_binary_path, mock_logger):
        """Test prepare_export_data for ClickHouse."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            extractor.extract()

            result = extractor.prepare_export_data("ClickHouseExporter")

            # Should return tuple of (data, column_names, column_type_names)
            assert isinstance(result, tuple)
            assert len(result) == 3

            data, column_names, column_type_names = result

            assert isinstance(data, list)
            assert len(data) == 1  # One row
            assert isinstance(column_names, list)
            assert isinstance(column_type_names, list)

            # Check expected columns
            assert 'sha256' in column_names
            assert 'md5' in column_names
            assert 'sha1' in column_names
            assert 'filesize' in column_names
            assert 'file_entropy' in column_names
            assert 'filetype' in column_names
            assert 'filetype_mime' in column_names
            assert 'filetype_magika' in column_names
            # New FAT/child columns
            assert 'parent_sha256' in column_names
            assert 'child_sha256' in column_names
            assert 'child_architecture' in column_names
            assert 'child_filetype' in column_names
            assert 'is_fat' in column_names

    def test_prepare_export_clickhouse_data_types(self, elf_binary_path, mock_logger):
        """Test that ClickHouse export data has correct types."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            extractor.extract()

            data, column_names, column_type_names = extractor.prepare_export_data("ClickHouseExporter")

            row = data[0]

            # Check that sha256 is a string with correct length
            sha256_idx = column_names.index('sha256')
            assert isinstance(row[sha256_idx], str)
            assert len(row[sha256_idx]) == 64

            # Check that filesize is an integer
            filesize_idx = column_names.index('filesize')
            assert isinstance(row[filesize_idx], int)

            # Check that file_entropy is a float
            entropy_idx = column_names.index('file_entropy')
            assert isinstance(row[entropy_idx], float)


class TestBasicPropertiesClickHouseTable:
    """Tests for get_clickhouse_table method."""

    def test_clickhouse_table_name(self, elf_binary_path, mock_logger):
        """Test correct ClickHouse table name."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            assert extractor.get_clickhouse_table() == "redb_basic_properties"


class TestBasicPropertiesExportData:
    """Tests for export_data method."""

    def test_export_data_with_print_exporter(self, elf_binary_path, mock_logger, mock_print_exporter, capsys):
        """Test export_data with PrintExporter."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[mock_print_exporter]
            )

            result = extractor.export_data()

            assert result is True

    def test_export_data_empty_exporters(self, elf_binary_path, mock_logger):
        """Test export_data with no exporters."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[]
            )

            result = extractor.export_data()

            # Should succeed with no exporters
            assert result is True


class TestBasicPropertiesMagika:
    """Tests for Magika file type detection."""

    def test_magika_elf_detection(self, elf_binary_path, mock_logger):
        """Test Magika detection of ELF files."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            # Magika should detect ELF
            assert result.filetype_magika == "elf" or "elf" in result.filetype_magika.lower()

    def test_magika_pe_detection(self, pe_binary_path, mock_logger):
        """Test Magika detection of PE files."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(pe_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            # Magika should detect PE
            assert "pe" in result.filetype_magika.lower() or "exe" in result.filetype_magika.lower()


class TestBasicPropertiesFATSupport:
    """Tests for FAT Mach-O and child file support."""

    def test_extract_with_fat_flag(self, elf_binary_path, mock_logger):
        """Test extraction with is_fat flag set."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                is_fat=True
            )

            result = extractor.extract()

            assert result is not None
            assert result.is_fat is True

    def test_extract_with_child_hashes(self, elf_binary_path, mock_logger):
        """Test extraction with child_sha256 provided."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            child_hashes = ["abc123def456", "789ghi012jkl"]

            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                child_sha256=child_hashes
            )

            result = extractor.extract()

            assert result is not None
            assert result.child_sha256 == child_hashes

    def test_extract_with_child_architecture(self, elf_binary_path, mock_logger):
        """Test extraction with child_architecture provided."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            child_archs = ["x86_64", "arm64"]

            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                child_architecture=child_archs
            )

            result = extractor.extract()

            assert result is not None
            assert result.child_architecture == child_archs

    def test_extract_with_child_filetype(self, elf_binary_path, mock_logger):
        """Test extraction with child_filetype provided."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            child_types = ["macho", "macho"]

            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                child_filetype=child_types
            )

            result = extractor.extract()

            assert result is not None
            assert result.child_filetype == child_types

    def test_clickhouse_export_with_fat_data(self, elf_binary_path, mock_logger):
        """Test ClickHouse export includes FAT-related fields correctly."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            child_hashes = ["abc123", "def456"]
            child_archs = ["x86_64", "arm64"]
            child_types = ["macho", "macho"]

            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                is_fat=True,
                child_sha256=child_hashes,
                child_architecture=child_archs,
                child_filetype=child_types,
                parent_sha256=None  # FAT container has no parent
            )
            extractor.extract()

            data, column_names, column_type_names = extractor.prepare_export_data("ClickHouseExporter")
            row = data[0]

            # Check FAT fields
            is_fat_idx = column_names.index('is_fat')
            assert row[is_fat_idx] is True

            child_sha256_idx = column_names.index('child_sha256')
            assert row[child_sha256_idx] == child_hashes

            child_arch_idx = column_names.index('child_architecture')
            assert row[child_arch_idx] == child_archs

            child_type_idx = column_names.index('child_filetype')
            assert row[child_type_idx] == child_types

    def test_clickhouse_export_for_slice(self, elf_binary_path, mock_logger):
        """Test ClickHouse export for a slice binary with parent_sha256."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            parent_hash = "parent_container_sha256_hash"

            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                parent_sha256=parent_hash
            )
            extractor.extract()

            data, column_names, column_type_names = extractor.prepare_export_data("ClickHouseExporter")
            row = data[0]

            parent_idx = column_names.index('parent_sha256')
            assert row[parent_idx] == parent_hash

    def test_default_fat_fields_are_none_or_empty(self, elf_binary_path, mock_logger):
        """Test that FAT-related fields default to None/empty for non-FAT binaries."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert result.is_fat is None
            assert result.child_sha256 is None
            assert result.child_architecture is None
            assert result.child_filetype is None


@pytest.mark.unit
@pytest.mark.dataclass
class TestBasicPropertiesDataclass:
    """Tests for BasicProperties dataclass structure."""

    def test_dataclass_has_all_expected_fields(self):
        """Test that BasicProperties dataclass has all expected fields."""
        from redb.models.dataclasses import BasicProperties

        # Create a sample instance
        bp = BasicProperties(
            filename="test.exe",
            sample_name="test.exe",
            filesize=1024,
            filetype="PE32",
            filetype_mime="application/x-dosexec",
            filetype_magika="pebin",
            file_entropy=6.5
        )

        # Check required fields
        assert bp.filename == "test.exe"
        assert bp.sample_name == "test.exe"
        assert bp.filesize == 1024
        assert bp.filetype == "PE32"
        assert bp.filetype_mime == "application/x-dosexec"
        assert bp.filetype_magika == "pebin"
        assert bp.file_entropy == 6.5

        # Check optional fields default to None
        assert bp.is_packed is None
        assert bp.is_fat is None
        assert bp.child_sha256 is None
        assert bp.child_architecture is None
        assert bp.child_filetype is None

    def test_dataclass_with_optional_fat_fields(self):
        """Test BasicProperties dataclass with FAT-related optional fields."""
        from redb.models.dataclasses import BasicProperties

        bp = BasicProperties(
            filename="universal.app",
            sample_name="universal.app",
            filesize=2048,
            filetype="Mach-O universal",
            filetype_mime="application/x-mach-binary",
            filetype_magika="macho",
            file_entropy=7.2,
            is_fat=True,
            child_sha256=["hash1", "hash2"],
            child_architecture=["x86_64", "arm64"],
            child_filetype=["macho", "macho"]
        )

        assert bp.is_fat is True
        assert bp.child_sha256 == ["hash1", "hash2"]
        assert bp.child_architecture == ["x86_64", "arm64"]
        assert bp.child_filetype == ["macho", "macho"]