Hai Yang

77 papers C 1Journal 72Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Ziyi Shi, Xusen Guo, Hongliang Lu, Mingxing Peng, Haotian Wang, Zheng Zhu, Zhenning Li, Yuxuan Liang, Xinhu Zheng, Hai Yang
2026 J jnl
CoRR
Xusen Guo, Mingxing Peng, Hongliang Lu, Hai Yang, Jun Ma, Yuxuan Liang
2025 J jnl
Transp. Sci.
Ren-Yong Guo, Hai Yang, Hai-Jun Huang
2025 J jnl
CoRR
Hongliang Lu, Shuqi Shen, Junjie Yang, Chao Lu, Xinhu Zheng, Hai Yang
2025 J jnl
CoRR
Shuqi Shen, Junjie Yang, Hui Zhong, Qiming Zhang, Hongliang Lu, Hai Yang
2025 J jnl
IEEE Trans. Intell. Transp. Syst.
Mingxing Peng, Kehua Chen, Xusen Guo, Qiming Zhang, Hui Zhong, Meixin Zhu, Hai Yang
2025 J jnl
IEEE Trans. Intell. Transp. Syst.
Kehua Chen, Yuhao Luo, Meixin Zhu, Hai Yang
2025 J jnl
CoRR
Mingxing Peng, Yuting Xie, Xusen Guo, Ruoyu Yao, Hai Yang, Jun Ma
2025 J jnl
Eur. J. Oper. Res.
Yun Wang, Yu Zhou, Hai Yang, Bin Yu, Xiaobing Liu
2025 J jnl
Eng. Appl. Artif. Intell.
Tun Jian Tan, Zhaoyu Su, Jun Kang Chow, Tin Long Leung, Pin Siang Tan, Mei Ling Leung, Wai Yin Gavin Wu, Hai Yang, Dasa Gu, Yu-Hsing Wang
2025 J jnl
IEEE Trans. Intell. Transp. Syst.
Kehua Chen, Yuhao Luo, Meixin Zhu, Xiaomeng Wang, Hongcheng Wang, Hai Yang
2025 J jnl
Transp. Sci.
Can Li, Wei Liu, Wanjing Ma, Hai Yang
2024 J jnl
CoRR
Xusen Guo, Xinxi Yang, Mingxing Peng, Hongliang Lu, Meixin Zhu, Hai Yang
2024 J jnl
CoRR
Mingxing Peng, Kehua Chen, Xusen Guo, Qiming Zhang, Hongliang Lu, Hui Zhong, Di Chen, Meixin Zhu, Hai Yang
2024 J jnl
IEEE Trans. Intell. Veh.
Hongliang Lu, Yupei Liu, Meixin Zhu, Chao Lu, Hai Yang, Yinhai Wang
2024 C conf
IV
Chengyuan Zhang, Kehua Chen, Meixin Zhu, Hai Yang, Lijun Sun
2024 J jnl
CoRR
Chengyuan Zhang, Kehua Chen, Meixin Zhu, Hai Yang, Lijun Sun
2024 J jnl
IEEE Trans. Intell. Transp. Syst.
Shuqing Wei, Siyuan Feng, Hai Yang
2024 J jnl
Eur. J. Oper. Res.
Hanchuan Pan, Lixing Yang, Zhe Liang, Hai Yang
2024 J jnl
IEEE Trans. Intell. Transp. Syst.
Jun Wang, Siyuan Feng, Hai Yang
2023 J jnl
CoRR
Siyuan Feng, Taijie Chen, Yuhao Zhang, Jintao Ke, Hai Yang
2023 J jnl
CoRR
Kehua Chen, Jindong Han, Siyuan Feng, Hai Yang
2023 conf
ITSC
Kehua Chen, Xianda Chen, Zihan Yu, Meixin Zhu, Hai Yang
2023 J jnl
CoRR
Kehua Chen, Xianda Chen, Zihan Yu, Meixin Zhu, Hai Yang
2023 J jnl
Transp. Sci.
Ren-Yong Guo, Hai Yang, Hai-Jun Huang
2022 J jnl
IEEE Trans. Intell. Transp. Syst.
Siyuan Feng, Jintao Ke, Hai Yang, Jieping Ye
2022 J jnl
IEEE Trans. Intell. Transp. Syst.
Zhiyuan Liu, Yunshan Wang, Qixiu Cheng, Hai Yang
2022 J jnl
Transp. Sci.
Jiancheng Long, Hai Yang, Wai Yuen Szeto
2022 J jnl
IEEE Trans. Intell. Transp. Syst.
Zheng Zhu, Meng Xu, Yining Di, Hai Yang
2022 J jnl
IEEE Trans. Knowl. Data Eng.
Jintao Ke, Feng Xiao, Hai Yang, Jieping Ye
2022 J jnl
Transp. Sci.
Wei Liu, Fangni Zhang, Xiaolei Wang, Chaoyi Shao, Hai Yang
2020 J jnl
CoRR
Yaqian Zhou, Hai Yang, Jintao Ke, Hai Wang, Xinwei Li
2020 J jnl
CoRR
Jintao Ke, Siyuan Feng, Zheng Zhu, Hai Yang, Jieping Ye
2020 conf
CDC
Sen Li, Junjie Qin, Hai Yang, Kameshwar Poolla, Pravin Varaiya
2019 J jnl
Transp. Sci.
Feng Xiao, Minyu Shen, Zhengtian Xu, Ruijie Li, Hai Yang, Yafeng Yin
2019 J jnl
IEEE Trans. Intell. Transp. Syst.
Jintao Ke, Hai Yang, Hongyu Zheng, Xiqun Chen, Yitian Jia, Pinghua Gong, Jieping Ye
2019 J jnl
CoRR
Jintao Ke, Feng Xiao, Hai Yang, Jieping Ye
2019 J jnl
CoRR
Jintao Ke, Xiaoran Qin, Hai Yang, Zhengfei Zheng, Zheng Zhu, Jieping Ye
2019 J jnl
IEEE Trans. Intell. Transp. Syst.
Yaoming Zhou, Junwei Wang, Hai Yang
2018 J jnl
Transp. Sci.
Ren-Yong Guo, Hai Yang, Hai-Jun Huang
2018 J jnl
Transp. Sci.
Xiaolei Wang, Hai Yang, Daoli Zhu
2018 J jnl
CoRR
Jintao Ke, Shuaichao Zhang, Hai Yang, Xiqun Chen
2017 J jnl
Transp. Sci.
Hongli Xu, Hai Yang, Jing Zhou, Yafeng Yin
2017 J jnl
Inf. Sci.
Xiaoge Zhang, Felix T. S. Chan, Hai Yang, Yong Deng
2017 J jnl
Int. J. Prod. Res.
Xiaoge Zhang, Felix T. S. Chan, Andrew Adamatzky, Sankaran Mahadevan, Hai Yang, Zili Zhang, Yong Deng
2017 J jnl
Transp. Sci.
Hongbo Ye, Hai Yang
2017 J jnl
CoRR
Jintao Ke, Hongyu Zheng, Hai Yang, Xiqun Chen
2016 J jnl
Sci. China Inf. Sci.
Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng
2016 J jnl
Transp. Sci.
Ren-Yong Guo, Hai Yang, Hai-Jun Huang, Zhijia Tan
2015 J jnl
Transp. Sci.
Daoli Zhu, Hai Yang, Changmin Li, Xiaolei Wang
2014 J jnl
CoRR
Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng
2014 J jnl
Appl. Math. Comput.
Xiaoge Zhang, Andrew Adamatzky, Hai Yang, Sankaran Mahadevan, Xin-She Yang, Qing Wang, Yong Deng
2014 J jnl
Numerische Mathematik
Deren Han, Hongjin He, Hai Yang, Xiaoming Yuan
2014 J jnl
ACM Trans. Intell. Syst. Technol.
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
2014 J jnl
ACM Trans. Intell. Syst. Technol.
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
2012 J jnl
Public Transp.
Qiong Tian, Hai Yang, Hai-Jun Huang
2010 J jnl
Eur. J. Oper. Res.
Xiaolei Guo, Hai Yang, Tian-Liang Liu
2010 conf
ITSC
Qiong Tian, Hai-Jun Huang, Hai Yang, Hui Mou
2010 J jnl
Oper. Res. Lett.
Qiong Tian, Hai Yang, Hai-Jun Huang
2010 J jnl
Math. Methods Oper. Res.
Deren Han, Wei Xu, Hai Yang
2010 J jnl
Int. J. Math. Model. Numer. Optimisation
Deren Han, Hai Yang, Xiaoming Yuan
2008 J jnl
Numerische Mathematik
Deren Han, Wei Xu, Hai Yang
2008 J jnl
Eur. J. Oper. Res.
Xiaoning Zhang, Hai Yang, Hai-Jun Huang
2008 J jnl
Comput. Math. Appl.
Deren Han, Hong K. Lo, Hai Yang
2008 J jnl
Eur. J. Oper. Res.
Deren Han, Hong K. Lo, Jie Sun, Hai Yang
2005 J jnl
Oper. Res.
Hai Yang, Min Ye, Wilson Hon-Chung Tang, Sze Chun Wong
2005 conf
WINE
Xiaolei Guo, Hai Yang
2004 J jnl
Eur. J. Oper. Res.
Bingsheng He, Hai Yang, Chen-Song Zhang
2004 J jnl
Appl. Math. Comput.
Ziyou Gao, William H. K. Lam, Sze Chun Wong, Hai Yang
2002 J jnl
Math. Program.
Bingsheng He, Li-Zhi Liao, Deren Han, Hai Yang
2001 J jnl
Eur. J. Oper. Res.
Anthony Chen, Hong K. Lo, Hai Yang
2001 J jnl
Transp. Sci.
Hai Yang, Qiang Meng, Michael G. H. Bell
2000 J jnl
Transp. Sci.
Hai Yang, Sze Chun Wong
2000 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Bingsheng He, Hai Yang
1999 J jnl
J. Intell. Transp. Syst.
Hai Yang, Oi Suet Ma, Sze Chun Wong
1999 J jnl
Transp. Sci.
Hai Yang
1998 J jnl
Oper. Res. Lett.
Bingsheng He, Hai Yang
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"]