Vincenzo Galdi

34 papers B 1C 2Journal 13Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Open J. Commun. Soc.
Donatella Darsena, Francesco Verde, Ivan Iudice, Vincenzo Galdi
2025 J jnl
CoRR
Yi Ning Zheng, Lei Zhang, Xiao Qing Chen, Marco Rossi, Giuseppe Castaldi, Shuo Liu, Tie Jun Cui, Vincenzo Galdi
2024 J jnl
IEEE Access
Alfredo Vaccaro, Silvia Iuliano, Vincenzo Galdi, Vito Calderaro, Giuseppe Graber
2024 conf
SPAWC
Francesco Verde, Vincenzo Galdi
2024 conf
ISGT EUROPE
Giuseppe Graber, Vincenzo Galdi, Alfredo Vaccaro, Vito Calderaro, Lucio Ippolito, Fabrizio De Caro
2024 conf
VCC
Donatella Darsena, Francesco Verde, Ivan Iudice, Vincenzo Galdi
2024 conf
ISGT EUROPE
Fabrizio De Caro, Giuseppe Graber, Vito Calderaro, Lucio Ippolito, Alfredo Vaccaro, Vincenzo Galdi
2024 J jnl
IEEE Signal Process. Mag.
Francesco Verde, Vincenzo Galdi, Lei Zhang, Tie Jun Cui
2024 J jnl
IEEE Trans. Commun.
Francesco Verde, Donatella Darsena, Vincenzo Galdi
2023 conf
IWASI
Valentina Di Meo, Marika Iencharelli, Massimo Moccia, Alessio Crescitelli, Giuseppina Tommasini, Angela Tino, Claudia Tortiglione, Vincenzo Galdi, Ivo Rendina, Emanuela Esposito
2023 J jnl
CoRR
Giampiero Lovat, Walter Fuscaldo, Massimo Moccia, Giuseppe Castaldi, Vincenzo Galdi, Paolo Burghignoli
2022 J jnl
CoRR
Marco Di Renzo, Abdelhamed Ahmed, Alessio Zappone, Vincenzo Galdi, Gabriele Gradoni, Massimo Moccia, Giuseppe Castaldi
2022 J jnl
IEEE Access
Giuseppe Graber, Vito Calderaro, Vincenzo Galdi, Lucio Ippolito, Giovanni Massa
2022 J jnl
IEEE Syst. J.
Diego Pappalardo, Vito Calderaro, Vincenzo Galdi
2022 J jnl
CoRR
Marco Di Renzo, Vincenzo Galdi, Giuseppe Castaldi
2020 conf
ISGT-Europe
Sara Andrita, Diego Pappalardo, Vito Calderaro, Vincenzo Galdi, Alfonso de Cesare, Cristiano Quaciari
2019 conf
ISGT Europe
Felice De Luca, Vito Calderaro, Vincenzo Galdi, Antonio Piccolo
2019 conf
ISGT Europe
Diego Pappalardo, Vito Calderaro, Vincenzo Galdi, Antonio Piccolo
2019 conf
SMARTGREENS
Giuseppe Graber, Vito Calderaro, Vincenzo Galdi, Antonio Piccolo
2018 conf
SMARTGREENS
Giuseppe Graber, Vincenzo Galdi, Vito Calderaro, Francesco Lamberti, Antonio Piccolo
2018 J jnl
IEEE Syst. J.
Vito Calderaro, Vincenzo Galdi, Giuseppe Graber, Antonio Piccolo
2017 conf
ISGT Europe
Giuseppe Graber, Francesco Lamberti, Vito Calderaro, Vincenzo Galdi, Antonio Piccolo
2016 conf
PSCC
Giovanni Massa, Vincenzo Galdi, Vito Calderaro, Antonio Piccolo, George Gross
2016 conf
ISGT Europe
Francesco Lamberti, Vito Calderaro, Vincenzo Galdi, Giorgio Graditi
2015 conf
ICIT
Vito Calderaro, Vincenzo Galdi, Giuseppe Graber, Antonio Piccolo
2013 conf
ISGT Europe
Vito Calderaro, Vincenzo Galdi, Antonio Piccolo, Gaspare Conio, Roberto Fusco
2012 conf
ISGT Europe
Vito Calderaro, Vincenzo Galdi, Giovanni Massa, Antonio Piccolo
2011 conf
ISGT Europe
Vito Calderaro, Vincenzo Galdi, Giovanni Massa, Antonio Piccolo
2011 C conf
ISDA
Vito Calderaro, Vincenzo Galdi, Marcelo Cortes-Carmona, Rodrigo Palma-Behnke
2011 C conf
ISDA
Vito Calderaro, Vincenzo Galdi, Antonio Piccolo, Giovanni Massa
2007 B conf
FUZZ-IEEE
Vincenzo Galdi, Vincenzo Loia, Antonio Piccolo, Mario Veniero
2005 conf
CIMCA/IAWTIC
Vincenzo Galdi, Antonio Piccolo, Pierluigi Siano
2002 J jnl
IEEE Trans. Geosci. Remote. Sens.
Vincenzo Galdi, David A. Castañón, Leopold B. Felsen
2001 J jnl
Soft Comput.
Vincenzo Galdi, Lucio Ippolito, Antonio Piccolo, Alfredo Vaccaro
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