M'hammed Sahnoun

32 papers C 1Journal 20Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Stand. Interfaces
Salima Meftah, M'hammed Sahnoun, Mourad Messaadia, Sidi Mohamed Benslimane
2026 J jnl
Simul.
Kader Sanogo, Abdelkader Mekhalef Benhafssa, M'hammed Sahnoun
2025 J jnl
Comput. Ind. Eng.
Kader Sanogo, Abdelkader Mekhalef Benhafssa, M'hammed Sahnoun
2025 J jnl
Comput. Oper. Res.
Naihui He, M'hammed Sahnoun, David Zhang, Belgacem Bettayeb
2025 J jnl
Simul. Model. Pract. Theory
Kader Sanogo, Abdelkader Mekhalef Benhafssa, M'hammed Sahnoun
2025 J jnl
Appl. Intell.
Mohamed Amin Benatia, Ahmed Nait Chabane, M'hammed Sahnoun, Belgacem Bettayeb
2025 J jnl
Comput. Oper. Res.
Pierre Hémono, Ahmed Nait Chabane, M'hammed Sahnoun
2025 J jnl
Ann. Oper. Res.
Yiyi Xu, M'hammed Sahnoun, Fouad Ben Abdelaziz, Anne Louis
2025 J jnl
Comput. Electron. Agric.
Lilia Ghizlene Allal, Mohammed Bennekrouf, Belgacem Bettayeb, M'hammed Sahnoun
2024 conf
ICCA
Imen Bouzarkouna, Mohamed Amin Benatia, M'hammed Sahnoun
2024 J jnl
IEEE Trans. Ind. Informatics
Imen Bouzarkouna, M'hammed Sahnoun, Belgacem Bettayeb, David Baudry, Christian Gout
2023 conf
SimuTools
Kader Sanogo, M'hammed Sahnoun, Abdelkader Mekhalef Benhafssa
2022 J jnl
Ann. Oper. Res.
Yiyi Xu, M'hammed Sahnoun, Fouad Ben Abdelaziz, David Baudry
2022 J jnl
ACM Trans. Cyber Phys. Syst.
Bouziane Brik, Mourad Messaadia, M'hammed Sahnoun, Belgacem Bettayeb, Mohamed Amin Benatia
2022 J jnl
Oper. Res.
Merouane Mazar, M'hammed Sahnoun, Belgacem Bettayeb, Nathalie Klement, Anne Louis
2022 J jnl
Ann. Oper. Res.
Mustapha Anwar Brahami, Mohammed Dahane, Mehdi Souier, M'hammed Sahnoun
2021 conf
SOHOMA
Kader Sanogo, Abdelkader Mekhalef Benhafssa, M'hammed Sahnoun, Belgacem Bettayeb, Abdelghani Bekrar
2021 J jnl
Comput. Ind. Eng.
Anis Allal, M'hammed Sahnoun, Reda Adjoudj, Sidi Mohamed Benslimane, Merouane Mazar
2021 J jnl
Comput. Ind. Eng.
Wassila Abdellaoui, Mehdi Souier, M'hammed Sahnoun, Fouad Ben Abdelaziz
2020 conf
SOHOMA
Merouane Mazar, Belgacem Bettayeb, Nathalie Klement, M'hammed Sahnoun, Anne Louis
2020 conf
ICPS
Antoine Bailly, Houda Tlahig, Belgacem Bettayeb, Mourad Messaadia, M'hammed Sahnoun
2019 C conf
CoDIT
Bouziane Brik, Belgacem Bettayeb, M'hammed Sahnoun, Anne Louis
2019 book
M'hammed Sahnoun
2019 J jnl
J. Intell. Manuf.
M'hammed Sahnoun, David Baudry, Navonil Mustafee, Anne Louis, Philip Andi Smart, Phil Godsiff, Bélahcène Mazari
2019 conf
ANT/EDI40
Bouziane Brik, Belgacem Bettayeb, M'hammed Sahnoun, Fabrice Duval
2018 conf
FiCloud
Imen Bouzarkouna, M'hammed Sahnoun, Nouha Sghaier, David Baudry, Christian Gout
2017 J jnl
J. Intell. Manuf.
Mohammed Dahane, M'hammed Sahnoun, Belgacem Bettayeb, David Baudry, Hamza Boudhar
2017 J jnl
Wirel. Pers. Commun.
Mohamed Amin Benatia, M'hammed Sahnoun, David Baudry, Anne Louis, Abdelkhalak El Hami, Bélahcène Mazari
2016 J jnl
J. Intell. Manuf.
M'hammed Sahnoun, Belgacem Bettayeb, Samuel Bassetto, Michel Tollenaere
2015 conf
SIGSIM-PADS
Navonil Mustafee, M'hammed Sahnoun, Philip Andi Smart, Phil Godsiff
2015 conf
SpringSim (ANSS)
Navonil Mustafee, M'hammed Sahnoun, Philip Andi Smart, Phil Godsiff, David Baudry, Anne Louis
2004 conf
SMC (3)
Anas Fattouh, M'hammed Sahnoun, Guy Bourhis
tests/integration/test_elf_extractors.py
← Index tests/integration/test_elf_extractors.py python
"""
Integration tests for ELF-specific extractors.
"""
import pytest
from unittest.mock import Mock, patch, MagicMock

pytestmark = [pytest.mark.integration, pytest.mark.elf]


# ============================================================================
# ELFFeaturesExtractor Tests
# ============================================================================

class TestELFFeaturesExtractor:
    """Tests for ELFFeaturesExtractor class."""

    def test_extract_valid_elf(self, elf_binary_path, mock_logger):
        """Test extracting features from valid ELF file."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor
        from redb.models.dataclasses import ELFFeatures

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

            result = extractor.extract()

            assert result is not None
            assert isinstance(result, ELFFeatures)

    def test_extract_header_data(self, elf_binary_path, mock_logger):
        """Test ELF header data extraction."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

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

            result = extractor.extract()

            assert result is not None
            # Check header fields
            assert isinstance(result.ei_class, int)
            assert isinstance(result.ei_data, int)
            assert isinstance(result.e_type, int)
            assert isinstance(result.e_machine, int)
            assert isinstance(result.e_entry, int)

    def test_extract_human_readable_strings(self, elf_binary_path, mock_logger):
        """Test human-readable string fields."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

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

            result = extractor.extract()

            assert result is not None
            assert result.ei_class_str in ['32-bit', '64-bit', 'unknown']
            assert result.ei_data_str in ['Little-endian', 'Big-endian', 'unknown']
            assert result.e_type_str is not None
            assert result.e_machine_str is not None

    def test_extract_security_properties(self, elf_binary_path, mock_logger):
        """Test security property extraction."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

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

            result = extractor.extract()

            assert result is not None
            # Security flags should be 0 or 1
            assert result.is_pie in [0, 1]
            assert result.has_canary in [0, 1]
            assert result.has_nx in [0, 1]
            assert result.has_relro in [0, 1]
            assert result.has_fortify in [0, 1]

    def test_extract_counts(self, elf_binary_path, mock_logger):
        """Test section/segment/symbol counts."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

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

            result = extractor.extract()

            assert result is not None
            assert result.number_of_segments >= 0
            assert result.number_of_sections >= 0
            assert result.number_of_symbols >= 0
            assert result.number_of_dynamic_symbols >= 0
            assert result.number_of_relocations >= 0
            assert result.number_of_dependencies >= 0

    def test_extract_build_info(self, elf_binary_path, mock_logger):
        """Test build information extraction."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

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

            result = extractor.extract()

            assert result is not None
            # Build ID may or may not be present
            if result.build_id is not None:
                assert isinstance(result.build_id, str)
            assert result.gnu_hash_present in [0, 1]
            assert result.has_debug_info in [0, 1]

    def test_extract_invalid_elf(self, pe_binary_path, mock_logger):
        """Test extraction with non-ELF file."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

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

            result = extractor.extract()

            # Should return None for invalid ELF
            assert result is None


# ============================================================================
# ELFSectionExtractor Tests
# ============================================================================

class TestELFSectionExtractor:
    """Tests for ELFSectionExtractor class."""

    def test_extract_sections(self, elf_binary_path, mock_logger):
        """Test section extraction."""
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor

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

            result = extractor.extract()

            assert result is not None
            assert isinstance(result, list)
            assert len(result) > 0

    def test_section_properties(self, elf_binary_path, mock_logger):
        """Test section property extraction."""
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor
        from redb.models.dataclasses import ELFSection

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

            result = extractor.extract()

            if result is not None and len(result) > 0:
                section = result[0]
                assert isinstance(section, ELFSection)
                assert section.section_name is not None
                assert isinstance(section.section_type, int)
                assert isinstance(section.section_flags, int)
                assert section.section_entropy >= 0

    def test_section_hashes(self, elf_binary_path, mock_logger):
        """Test section hash computation."""
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor

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

            result = extractor.extract()

            if result is not None and len(result) > 0:
                for section in result:
                    if section.section_sha256:
                        assert len(section.section_sha256) == 64
                    if section.section_md5:
                        assert len(section.section_md5) == 32


# ============================================================================
# ELFSegmentExtractor Tests
# ============================================================================

class TestELFSegmentExtractor:
    """Tests for ELFSegmentExtractor class."""

    def test_extract_segments(self, elf_binary_path, mock_logger):
        """Test segment extraction."""
        from redb.extractors.elf_extractors.elf_segments import ELFSegmentExtractor

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

            result = extractor.extract()

            assert result is not None
            assert isinstance(result, list)

    def test_segment_properties(self, elf_binary_path, mock_logger):
        """Test segment property extraction."""
        from redb.extractors.elf_extractors.elf_segments import ELFSegmentExtractor
        from redb.models.dataclasses import ELFSegment

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

            result = extractor.extract()

            if result is not None and len(result) > 0:
                segment = result[0]
                assert isinstance(segment, ELFSegment)
                assert isinstance(segment.segment_type, int)
                assert isinstance(segment.segment_flags, int)


# ============================================================================
# ELFSymbolExtractor Tests
# ============================================================================

class TestELFSymbolExtractor:
    """Tests for ELFSymbolExtractor class."""

    def test_extract_symbols(self, elf_binary_path, mock_logger):
        """Test symbol extraction."""
        from redb.extractors.elf_extractors.elf_symbols import ELFSymbolExtractor

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

            result = extractor.extract()

            # May be None if stripped
            if result is not None:
                assert isinstance(result, list)

    def test_symbol_properties(self, elf_binary_path, mock_logger):
        """Test symbol property extraction."""
        from redb.extractors.elf_extractors.elf_symbols import ELFSymbolExtractor
        from redb.models.dataclasses import ELFSymbol

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

            result = extractor.extract()

            if result is not None and len(result) > 0:
                symbol = result[0]
                assert isinstance(symbol, ELFSymbol)
                assert symbol.symbol_name is not None
                assert isinstance(symbol.symbol_type, int)
                assert isinstance(symbol.symbol_bind, int)


# ============================================================================
# ELFImportExtractor Tests
# ============================================================================

class TestELFImportExtractor:
    """Tests for ELFImportExtractor class."""

    def test_extract_imports(self, elf_binary_path, mock_logger):
        """Test import extraction."""
        from redb.extractors.elf_extractors.elf_imports import ELFImportExtractor

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

            result = extractor.extract()

            # May be None if no imports
            if result is not None:
                assert hasattr(result, 'elf_imports_total')

    def test_import_functions(self, elf_binary_path, mock_logger):
        """Test import function extraction."""
        from redb.extractors.elf_extractors.elf_imports import ELFImportExtractor
        from redb.models.dataclasses import ELFImport

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

            result = extractor.extract()

            if result is not None:
                assert isinstance(result, ELFImport)
                assert isinstance(result.elf_imports_total, int)


# ============================================================================
# ELFExportExtractor Tests
# ============================================================================

class TestELFExportExtractor:
    """Tests for ELFExportExtractor class."""

    def test_extract_exports(self, elf_binary_path, mock_logger):
        """Test export extraction."""
        from redb.extractors.elf_extractors.elf_exports import ELFExportExtractor

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

            result = extractor.extract()

            # May be None if no exports
            if result is not None:
                assert hasattr(result, 'elf_exports_total')

    def test_export_functions(self, elf_binary_path, mock_logger):
        """Test export function extraction."""
        from redb.extractors.elf_extractors.elf_exports import ELFExportExtractor
        from redb.models.dataclasses import ELFExport

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

            result = extractor.extract()

            if result is not None:
                assert isinstance(result, ELFExport)


# ============================================================================
# ELFDependencyExtractor Tests
# ============================================================================

class TestELFDependencyExtractor:
    """Tests for ELFDependencyExtractor class."""

    def test_extract_dependencies(self, elf_binary_path, mock_logger):
        """Test dependency extraction."""
        from redb.extractors.elf_extractors.elf_dependencies import ELFDependencyExtractor

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

            result = extractor.extract()

            # May be None if no dependencies
            if result is not None:
                assert isinstance(result, list)

    def test_dependency_properties(self, elf_binary_path, mock_logger):
        """Test dependency property extraction."""
        from redb.extractors.elf_extractors.elf_dependencies import ELFDependencyExtractor
        from redb.models.dataclasses import ELFDependency

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

            result = extractor.extract()

            if result is not None and len(result) > 0:
                dep = result[0]
                assert isinstance(dep, ELFDependency)
                assert dep.dependency_name is not None


# ============================================================================
# ELFRelocationExtractor Tests
# ============================================================================

class TestELFRelocationExtractor:
    """Tests for ELFRelocationExtractor class."""

    def test_extract_relocations(self, elf_binary_path, mock_logger):
        """Test relocation extraction."""
        from redb.extractors.elf_extractors.elf_relocations import ELFRelocationExtractor

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

            result = extractor.extract()

            # May be None if no relocations
            if result is not None:
                assert isinstance(result, list)

    def test_relocation_properties(self, elf_binary_path, mock_logger):
        """Test relocation property extraction."""
        from redb.extractors.elf_extractors.elf_relocations import ELFRelocationExtractor
        from redb.models.dataclasses import ELFRelocation

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

            result = extractor.extract()

            if result is not None and len(result) > 0:
                reloc = result[0]
                assert isinstance(reloc, ELFRelocation)
                assert isinstance(reloc.relocation_offset, int)
                assert isinstance(reloc.relocation_type, int)


# ============================================================================
# ELFNotesExtractor Tests
# ============================================================================

class TestELFNotesExtractor:
    """Tests for ELFNotesExtractor class."""

    def test_extract_notes(self, elf_binary_path, mock_logger):
        """Test notes extraction."""
        from redb.extractors.elf_extractors.elf_notes import ELFNotesExtractor

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

            result = extractor.extract()

            # May be None if no notes
            if result is not None:
                assert isinstance(result, list)

    def test_note_properties(self, elf_binary_path, mock_logger):
        """Test note property extraction."""
        from redb.extractors.elf_extractors.elf_notes import ELFNotesExtractor
        from redb.models.dataclasses import ELFNote

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

            result = extractor.extract()

            if result is not None and len(result) > 0:
                note = result[0]
                assert isinstance(note, ELFNote)
                assert note.note_name is not None
                assert isinstance(note.note_type, int)


# ============================================================================
# Integration Tests
# ============================================================================

class TestELFExtractorIntegration:
    """Integration tests for ELF extractors."""

    def test_all_extractors_valid_elf(self, elf_binary_path, mock_logger):
        """Test all ELF extractors with valid ELF file."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor
        from redb.extractors.elf_extractors.elf_segments import ELFSegmentExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            features_ext = ELFFeaturesExtractor(elf_binary_path, mock_logger)
            sections_ext = ELFSectionExtractor(elf_binary_path, mock_logger)
            segments_ext = ELFSegmentExtractor(elf_binary_path, mock_logger)

            features_result = features_ext.extract()
            sections_result = sections_ext.extract()
            segments_result = segments_ext.extract()

            # All should extract something
            assert features_result is not None
            assert sections_result is not None
            assert segments_result is not None

    def test_hash_consistency_across_extractors(self, elf_binary_path, mock_logger):
        """Test that hashes are consistent across all extractors."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            features_ext = ELFFeaturesExtractor(elf_binary_path, mock_logger)
            sections_ext = ELFSectionExtractor(elf_binary_path, mock_logger)

            # Hashes should be the same
            assert features_ext.sha256 == sections_ext.sha256
            assert features_ext.md5 == sections_ext.md5
            assert features_ext.sha1 == sections_ext.sha1

    def test_clickhouse_tables_unique(self, elf_binary_path, mock_logger):
        """Test that each extractor has a unique ClickHouse table."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor
        from redb.extractors.elf_extractors.elf_segments import ELFSegmentExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            features_ext = ELFFeaturesExtractor(elf_binary_path, mock_logger)
            sections_ext = ELFSectionExtractor(elf_binary_path, mock_logger)
            segments_ext = ELFSegmentExtractor(elf_binary_path, mock_logger)

            tables = {
                features_ext.get_clickhouse_table(),
                sections_ext.get_clickhouse_table(),
                segments_ext.get_clickhouse_table(),
            }

            # All tables should be unique
            assert len(tables) == 3


# ============================================================================
# Advanced Binary Tests
# ============================================================================

class TestELFAdvancedBinary:
    """Tests using the hello_advanced binary."""

    def test_advanced_features_extraction(self, elf_advanced_binary_path, mock_logger):
        """Test feature extraction from advanced ELF binary."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = ELFFeaturesExtractor(elf_advanced_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert result.number_of_sections > 0

    def test_advanced_sections_extraction(self, elf_advanced_binary_path, mock_logger):
        """Test section extraction from advanced ELF binary."""
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = ELFSectionExtractor(elf_advanced_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert len(result) > 0

            # Check for common ELF sections
            section_names = [s.section_name for s in result]
            # Most ELF files have .text section
            assert any('.text' in name for name in section_names)

    def test_advanced_segments_extraction(self, elf_advanced_binary_path, mock_logger):
        """Test segment extraction from advanced ELF binary."""
        from redb.extractors.elf_extractors.elf_segments import ELFSegmentExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = ELFSegmentExtractor(elf_advanced_binary_path, mock_logger)

            result = extractor.extract()

            assert result is not None
            assert len(result) > 0


# ============================================================================
# Export Data Tests
# ============================================================================

class TestELFExtractorExportData:
    """Tests for export data preparation."""

    def test_features_prepare_export_clickhouse(self, elf_binary_path, mock_logger):
        """Test ClickHouse export preparation for features."""
        from redb.extractors.elf_extractors.elf_features import ELFFeaturesExtractor

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

            result = extractor.prepare_export_data("ClickHouseExporter")

            assert result is not None
            data, column_names, column_type_names = result

            assert 'sha256' in column_names
            assert 'ei_class' in column_names
            assert 'e_machine' in column_names
            assert 'is_pie' in column_names

    def test_sections_prepare_export_clickhouse(self, elf_binary_path, mock_logger):
        """Test ClickHouse export preparation for sections."""
        from redb.extractors.elf_extractors.elf_sections import ELFSectionExtractor

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

            result = extractor.prepare_export_data("ClickHouseExporter")

            if result is not None:
                data, column_names, column_type_names = result
                assert 'section_name' in column_names
                assert 'section_entropy' in column_names

    def test_segments_prepare_export_clickhouse(self, elf_binary_path, mock_logger):
        """Test ClickHouse export preparation for segments."""
        from redb.extractors.elf_extractors.elf_segments import ELFSegmentExtractor

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

            result = extractor.prepare_export_data("ClickHouseExporter")

            if result is not None:
                data, column_names, column_type_names = result
                assert 'segment_type' in column_names