Jacob R. Gardner

104 papers A* 31A 9C 1Journal 58Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Jeffrey Tao, Yimeng Zeng, Haydn Thomas Jones, Natalie Maus, Osbert Bastani, Jacob R. Gardner, Ryan Marcus
2026 J jnl
CoRR
Kaiwen Wu, Jacob R. Gardner
2026 J jnl
CoRR
Natalie Maus, Yimeng Zeng, Haydn Thomas Jones, Yining Huang, Gaurav Ng Goel, Alden Rose, Kyurae Kim, Hyun-Su Lee, Marcelo Der Torossian Torres, Fangping Wan, Cesar de la Fuente-Nunez, Mark Yatskar, Osbert Bastani, Jacob R. Gardner
2026 J jnl
CoRR
Kyurae Kim, Qiang Fu, Yi-An Ma, Jacob R. Gardner, Trevor Campbell
2025 J jnl
CoRR
Haydn Thomas Jones, Natalie Maus, Josh Magnus Ludan, Maggie Ziyu Huan, Jiaming Liang, Marcelo Der Torossian Torres, Jiatao Liang, Zachary G. Ives, Yoseph Barash, Cesar de la Fuente-Nunez, Jacob R. Gardner, Mark Yatskar
2025 J jnl
IEEE Micro
Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
2025 J jnl
CoRR
Robert Kasumba, Zeyu Lu, Dom CP Marticorena, Mingyang Zhong, Paul Beggs, Anja Pahor, Geetha B. Ramani, Imani Goffney, Susanne M. Jaeggi, Aaron R. Seitz, Jacob R. Gardner, Dennis L. Barbour
2025 J jnl
CoRR
Natalie Maus, Kyurae Kim, Yimeng Zeng, Haydn Thomas Jones, Fangping Wan, Marcelo Der Torossian Torres, Cesar de la Fuente-Nunez, Jacob R. Gardner
2025 J jnl
IEEE Trans. Cogn. Dev. Syst.
Robert Kasumba, Dom CP Marticorena, Anja Pahor, Geetha B. Ramani, Imani Goffney, Susanne M. Jaeggi, Aaron R. Seitz, Jacob R. Gardner, Dennis L. Barbour
2025 J jnl
CoRR
Yimeng Zeng, Natalie Maus, Haydn Thomas Jones, Jeffrey Tao, Fangping Wan, Marcelo Der Torossian Torres, Cesar de la Fuente-Nunez, Ryan Marcus, Osbert Bastani, Jacob R. Gardner
2025 J jnl
CoRR
Jeffrey Tao, Natalie Maus, Haydn Thomas Jones, Yimeng Zeng, Jacob R. Gardner, Ryan Marcus
2025 J jnl
Proc. ACM Manag. Data
Jeffrey Tao, Natalie Maus, Haydn Thomas Jones, Yimeng Zeng, Jacob R. Gardner, Ryan Marcus
2025 J jnl
CoRR
Kyurae Kim, Yi-An Ma, Trevor Campbell, Jacob R. Gardner
2025 ed.
AutoML
Leman Akoglu, Carola Doerr, Jan N. van Rijn, Roman Garnett, Jacob R. Gardner
2025 A* conf
ICML
Kyurae Kim, Zuheng Xu, Jacob R. Gardner, Trevor Campbell
2025 J jnl
CoRR
Kyurae Kim, Zuheng Xu, Jacob R. Gardner, Trevor Campbell
2025 J jnl
CoRR
Colin Doumont, Donney Fan, Natalie Maus, Jacob R. Gardner, Henry B. Moss, Geoff Pleiss
2025 A* conf
ICLR
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
2024 J jnl
CoRR
Kaiwen Wu, Jacob R. Gardner
2024 A* conf
NeurIPS
Natalie Maus, Kyurae Kim, David Eriksson, Geoff Pleiss, John P. Cunningham, Jacob R. Gardner
2024 J jnl
CoRR
Natalie Maus, Kyurae Kim, Geoff Pleiss, David Eriksson, John P. Cunningham, Jacob R. Gardner
2024 A* conf
NeurIPS
Jonathan Wenger, Kaiwen Wu, Philipp Hennig, Jacob R. Gardner, Geoff Pleiss, John P. Cunningham
2024 J jnl
CoRR
Jonathan Wenger, Kaiwen Wu, Philipp Hennig, Jacob R. Gardner, Geoff Pleiss, John P. Cunningham
2024 A* conf
ICML
Kyurae Kim, Joohwan Ko, Yian Ma, Jacob R. Gardner
2024 J jnl
CoRR
Kyurae Kim, Joohwan Ko, Yi-An Ma, Jacob R. Gardner
2024 J jnl
CoRR
Michael S. Yao, Yimeng Zeng, Hamsa Bastani, Jacob R. Gardner, James C. Gee, Osbert Bastani
2024 A* conf
NeurIPS
Michael S. Yao, Yimeng Zeng, Hamsa Bastani, Jacob R. Gardner, James C. Gee, Osbert Bastani
2024 J jnl
CoRR
Halley Young, Yimeng Zeng, Jacob R. Gardner, Osbert Bastani
2024 ed.
AutoML
Katharina Eggensperger, Roman Garnett, Joaquin Vanschoren, Marius Lindauer, Jacob R. Gardner
2024 A conf
AISTATS
Kaiwen Wu, Jonathan Wenger, Haydn Thomas Jones, Geoff Pleiss, Jacob R. Gardner
2024 A* conf
ICLR
Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
2024 A conf
AISTATS
Kyurae Kim, Yi-An Ma, Jacob R. Gardner
2024 A* conf
ICML
Joohwan Ko, Kyurae Kim, Woochang Kim, Jacob R. Gardner
2024 J jnl
CoRR
Joohwan Ko, Kyurae Kim, Woochang Kim, Jacob R. Gardner
2024 A conf
AISTATS
Samuel Gruffaz, Kyurae Kim, Alain Durmus, Jacob R. Gardner
2024 J jnl
CoRR
Samuel Gruffaz, Kyurae Kim, Alain Oliviero Durmus, Jacob R. Gardner
2024 A* conf
ICML
Kaiwen Wu, Jacob R. Gardner
2024 J jnl
CoRR
Kaiwen Wu, Jacob R. Gardner
2024 J jnl
CoRR
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
2023 J jnl
CoRR
Natalie Maus, Patrick Chao, Eric Wong, Jacob R. Gardner
2023 J jnl
CoRR
Kyurae Kim, Kaiwen Wu, Jisu Oh, Yi-An Ma, Jacob R. Gardner
2023 A conf
AISTATS
Natalie Maus, Kaiwen Wu, David Eriksson, Jacob R. Gardner
2023 J jnl
CoRR
Robert Kasumba, Dom CP Marticorena, Anja Pahor, Geetha B. Ramani, Imani Goffney, Susanne M. Jaeggi, Aaron R. Seitz, Jacob R. Gardner, Dennis L. Barbour
2023 A conf
EACL
Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen
2023 ed.
AutoML
Aleksandra Faust, Roman Garnett, Colin White, Frank Hutter, Jacob R. Gardner
2023 J jnl
CoRR
Natalie Maus, Yimeng Zeng, Daniel Allen Anderson, Phillip M. Maffettone, Aaron Solomon, Peyton Greenside, Osbert Bastani, Jacob R. Gardner
2023 J jnl
CoRR
Kaiwen Wu, Jonathan Wenger, Haydn Thomas Jones, Geoff Pleiss, Jacob R. Gardner
2023 A* conf
AAAI
Yinjun Wu, Adam Stein, Jacob R. Gardner, Mayur Naik
2023 J jnl
CoRR
Yinjun Wu, Adam Stein, Jacob R. Gardner, Mayur Naik
2023 J jnl
CoRR
Kyurae Kim, Yi-An Ma, Jacob R. Gardner
2023 A* conf
NeurIPS
Kyurae Kim, Jisu Oh, Kaiwen Wu, Yi-An Ma, Jacob R. Gardner
2023 A* conf
ICML
Kyurae Kim, Kaiwen Wu, Jisu Oh, Jacob R. Gardner
2023 J jnl
CoRR
Kyurae Kim, Kaiwen Wu, Jisu Oh, Jacob R. Gardner
2023 A* conf
NeurIPS
Kaiwen Wu, Kyurae Kim, Roman Garnett, Jacob R. Gardner
2023 J jnl
CoRR
Kaiwen Wu, Kyurae Kim, Roman Garnett, Jacob R. Gardner
2023 A* conf
NeurIPS
Xinran Zhu, Kaiwen Wu, Natalie Maus, Jacob R. Gardner, David Bindel
2022 J jnl
CoRR
Natalie Maus, Kaiwen Wu, David Eriksson, Jacob R. Gardner
2022 J jnl
CoRR
Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen
2022 A* conf
NeurIPS
Quan Nguyen, Kaiwen Wu, Jacob R. Gardner, Roman Garnett
2022 J jnl
CoRR
Quan Nguyen, Kaiwen Wu, Jacob R. Gardner, Roman Garnett
2022 A* conf
NeurIPS
Natalie Maus, Haydn Thomas Jones, Juston Moore, Matt J. Kusner, John Bradshaw, Jacob R. Gardner
2022 J jnl
CoRR
Natalie Maus, Haydn Thomas Jones, Juston S. Moore, Matt J. Kusner, John Bradshaw, Jacob R. Gardner
2022 A* conf
NeurIPS
Kyurae Kim, Jisu Oh, Jacob R. Gardner, Adji Bousso Dieng, Hongseok Kim
2022 J jnl
CoRR
Kyurae Kim, Jisu Oh, Jacob R. Gardner, Adji Bousso Dieng, Hongseok Kim
2022 A* conf
ICML
Jonathan Wenger, Geoff Pleiss, Philipp Hennig, John P. Cunningham, Jacob R. Gardner
2022 J jnl
Bioinform.
Ariel A. Hippen, Jake Crawford, Jacob R. Gardner, Casey S. Greene
2021 J jnl
CoRR
Jonathan Wenger, Geoff Pleiss, Philipp Hennig, John P. Cunningham, Jacob R. Gardner
2021 A* conf
NeurIPS
Misha Padidar, Xinran Zhu, Leo Huang, Jacob R. Gardner, David Bindel
2021 J jnl
CoRR
Misha Padidar, Xinran Zhu, Leo Huang, Jacob R. Gardner, David Bindel
2020 A conf
UAI
Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner
2020 J jnl
CoRR
Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner
2020 A* conf
NeurIPS
Shali Jiang, Daniel R. Jiang, Maximilian Balandat, Brian Karrer, Jacob R. Gardner, Roman Garnett
2020 J jnl
CoRR
Shali Jiang, Daniel R. Jiang, Maximilian Balandat, Brian Karrer, Jacob R. Gardner, Roman Garnett
2020 A* conf
NeurIPS
Geoff Pleiss, Martin Jankowiak, David Eriksson, Anil Damle, Jacob R. Gardner
2020 J jnl
CoRR
Geoff Pleiss, Martin Jankowiak, David Eriksson, Anil Damle, Jacob R. Gardner
2020 A* conf
ICML
Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner
2019 A* conf
NeurIPS
Ke Alexander Wang, Geoff Pleiss, Jacob R. Gardner, Stephen Tyree, Kilian Q. Weinberger, Andrew Gordon Wilson
2019 J jnl
CoRR
Ke Alexander Wang, Geoff Pleiss, Jacob R. Gardner, Stephen Tyree, Kilian Q. Weinberger, Andrew Gordon Wilson
2019 J jnl
CoRR
Martin Jankowiak, Jacob R. Gardner
2019 A* conf
NeurIPS
David Eriksson, Michael Pearce, Jacob R. Gardner, Ryan Turner, Matthias Poloczek
2019 J jnl
CoRR
David Eriksson, Michael Pearce, Jacob R. Gardner, Ryan Turner, Matthias Poloczek
2019 A* conf
ICML
Chuan Guo, Jacob R. Gardner, Yurong You, Andrew Gordon Wilson, Kilian Q. Weinberger
2019 J jnl
CoRR
Chuan Guo, Jacob R. Gardner, Yurong You, Andrew Gordon Wilson, Kilian Q. Weinberger
2019 J jnl
CoRR
Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner
2018 A* conf
ICML
Geoff Pleiss, Jacob R. Gardner, Kilian Q. Weinberger, Andrew Gordon Wilson
2018 J jnl
CoRR
Geoff Pleiss, Jacob R. Gardner, Kilian Q. Weinberger, Andrew Gordon Wilson
2018
Discovering and Exploiting Structure for Gaussian Processes.
Jacob R. Gardner
2018 A* conf
NeurIPS
Jacob R. Gardner, Geoff Pleiss, Kilian Q. Weinberger, David Bindel, Andrew Gordon Wilson
2018 J jnl
CoRR
Jacob R. Gardner, Geoff Pleiss, David Bindel, Kilian Q. Weinberger, Andrew Gordon Wilson
2018 A conf
AISTATS
Jacob R. Gardner, Geoff Pleiss, Ruihan Wu, Kilian Q. Weinberger, Andrew Gordon Wilson
2018 J jnl
CoRR
Jacob R. Gardner, Geoff Pleiss, Ruihan Wu, Kilian Q. Weinberger, Andrew Gordon Wilson
2017 A* conf
CVPR
Paul Upchurch, Jacob R. Gardner, Geoff Pleiss, Robert Pless, Noah Snavely, Kavita Bala, Kilian Q. Weinberger
2017 A conf
AISTATS
Jacob R. Gardner, Chuan Guo, Kilian Q. Weinberger, Roman Garnett, Roger B. Grosse
2016 J jnl
CoRR
Paul Upchurch, Jacob R. Gardner, Kavita Bala, Robert Pless, Noah Snavely, Kilian Q. Weinberger
2015 A* conf
AAAI
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
2015 conf
NIPS
Jacob R. Gardner, Gustavo Malkomes, Roman Garnett, Kilian Q. Weinberger, Dennis L. Barbour, John P. Cunningham
2015 J jnl
CoRR
Zhixiang Eddie Xu, Jacob R. Gardner, Stephen Tyree, Kilian Q. Weinberger
2015 J jnl
CoRR
Jacob R. Gardner, Matt J. Kusner, Yixuan Li, Paul Upchurch, Kilian Q. Weinberger, John E. Hopcroft
2015 A* conf
ICML
Matt J. Kusner, Jacob R. Gardner, Roman Garnett, Kilian Q. Weinberger
2015 A conf
UAI
Jacob R. Gardner, Xinyu Song, Kilian Q. Weinberger, Dennis L. Barbour, John P. Cunningham
2014 J jnl
CoRR
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
2014 A* conf
ICML
Jacob R. Gardner, Matt J. Kusner, Zhixiang Eddie Xu, Kilian Q. Weinberger, John P. Cunningham
2014 J jnl
CoRR
Stephen Tyree, Jacob R. Gardner, Kilian Q. Weinberger, Kunal Agrawal, John Tran
2014 C conf
ISPDC
Stephen V. Cole, Jacob R. Gardner, Jeremy D. Buhler
tests/unit/test_force_reprocessing.py
← Index tests/unit/test_force_reprocessing.py python
"""
Unit tests for --force flag, --modules selection, --analyzed mode, and --rerun mode.

Tests that:
1. --force bypasses both bulk and per-file dedup checks (feature-extraction AND decompile paths)
2. --modules does NOT implicitly enable force (force must be explicit)
3. Default behavior (no --force) preserves dedup checks
4. --analyzed queries basic_properties and handles decompile dedup filtering
5. --rerun queries disassembled table directly (with --analyzed --decompile)
6. Decompile per-file is_in_code_db respects --force flag
7. YARA scanning skips already-scanned samples by default, rescans all with --force
"""
import os
import sys
import pytest
from unittest.mock import Mock, patch, MagicMock

pytestmark = [pytest.mark.unit]


def _mock_decompiler_module():
    """Install a mock for redb.extractors.decompiler into sys.modules.

    The real DecompileBinja import chain pulls in blake3/binaryninja which
    aren't available in the unit-test environment. This helper injects a
    lightweight mock so that `from redb.extractors.decompiler import DecompileBinja`
    succeeds inside process_binary_file.

    Returns a context-manager-compatible mock DecompileBinja class.
    """
    mock_decompile_binja = Mock()
    mock_instance = Mock()
    mock_instance.export_data.return_value = True
    mock_instance.analysis_results = None
    mock_decompile_binja.return_value.__enter__ = Mock(return_value=mock_instance)
    mock_decompile_binja.return_value.__exit__ = Mock(return_value=False)

    mock_mod = MagicMock()
    mock_mod.DecompileBinja = mock_decompile_binja
    return mock_mod, mock_decompile_binja


# ============================================================================
# CLI Argument Parsing Tests
# ============================================================================

class TestForceCliArgument:
    """Tests for --force CLI argument parsing in start.py."""

    def _parse_args(self, args_list):
        """Helper to parse CLI args without running main()."""
        import argparse

        # Replicate the parser from start.py
        parser = argparse.ArgumentParser()
        input_group = parser.add_mutually_exclusive_group(required=True)
        input_group.add_argument("--path")
        input_group.add_argument("--s3", action="store_true")
        input_group.add_argument("--s3-solo", metavar="S3_KEY")
        input_group.add_argument("--nomad-job", action="store_true")
        input_group.add_argument("--date", metavar="YYYY-MM-DD")
        input_group.add_argument("--range", nargs=2)
        input_group.add_argument("--analyzed", action="store_true")

        parser.add_argument("--repo")
        parser.add_argument("--index_prefix", default="redb")
        parser.add_argument("-d", "--decompile", action="store_true")
        parser.add_argument("-m", "--modules", default="all")
        parser.add_argument("--force", action="store_true")
        parser.add_argument("--dry-run", action="store_true")

        return parser.parse_args(args_list)

    def test_force_flag_default_false(self):
        """--force is False by default."""
        args = self._parse_args(["--path", "/tmp/test", "--repo", "test"])
        assert args.force is False

    def test_force_flag_explicit(self):
        """--force is True when specified."""
        args = self._parse_args(["--path", "/tmp/test", "--repo", "test", "--force"])
        assert args.force is True

    def test_modules_all_no_implicit_force(self):
        """--modules 'all' does not enable force."""
        args = self._parse_args(["--path", "/tmp/test", "--repo", "test", "--modules", "all"])
        assert args.force is False

    def test_specific_modules_no_implicit_force(self):
        """--modules with specific extractors does NOT implicitly enable force."""
        args = self._parse_args([
            "--path", "/tmp/test", "--repo", "test",
            "--modules", "MachOFeaturesExtractor"
        ])
        assert args.force is False

    def test_specific_modules_with_explicit_force(self):
        """--modules with specific extractors requires explicit --force to bypass dedup."""
        args = self._parse_args([
            "--path", "/tmp/test", "--repo", "test",
            "--modules", "BasicPropertiesExtractor,HashExtractor", "--force"
        ])
        assert args.force is True

    def test_force_with_modules_all(self):
        """--force works independently of --modules."""
        args = self._parse_args([
            "--path", "/tmp/test", "--repo", "test",
            "--modules", "all", "--force"
        ])
        assert args.force is True


# ============================================================================
# is_in_db Per-File Dedup Bypass Tests (using module-level patching)
# ============================================================================

class TestPerFileDedupBypass:
    """Tests for the per-file is_in_db check bypass in process_binary_file.

    We patch at the module level to avoid triggering heavy import chains.
    """

    @patch('redb.workers.is_in_db')
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    def test_default_calls_is_in_db(self, mock_settings, mock_magika, mock_hashlib, mock_is_in_db):
        """Without force, is_in_db is called and can skip files."""
        from redb.ingestor import process_binary_file, ImportResult

        # Setup magika
        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "pebin"
        mock_magika.return_value = mock_magika_instance

        # Setup hashlib
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64

        # Setup settings for ClickHouse
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        # is_in_db returns True => file should be skipped
        mock_is_in_db.return_value = True

        logger = Mock()

        with patch('builtins.open', mock_open_binary(b"test data")):
            result, filetype = process_binary_file(
                "/tmp/test.bin", False, "redb", logger,
                selected_modules="all", force=False
            )

        mock_is_in_db.assert_called_once_with("a" * 64, "redb")
        assert result == ImportResult.SKIPPED

    @patch('redb.workers.is_in_db')
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    @patch('redb.workers._is_packed', return_value=None)
    @patch('redb.workers.DIEExtractor')
    @patch('redb.workers.BasicPropertiesExtractor')
    @patch('redb.workers.HashExtractor')
    @patch('redb.workers.CAPAExtractor')
    def test_force_skips_is_in_db(self, mock_capa, mock_hash, mock_bp, mock_die, mock_packed,
                                   mock_settings, mock_magika, mock_hashlib, mock_is_in_db):
        """With force=True, is_in_db is never called.

        Uses filetype 'unknown' to avoid triggering PE/ELF/Mach-O specific
        extractor chains which would need many more mocks.
        """
        from redb.ingestor import process_binary_file

        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "unknown"
        mock_magika.return_value = mock_magika_instance
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        logger = Mock()

        with patch('builtins.open', mock_open_binary(b"test data")):
            try:
                process_binary_file(
                    "/tmp/test.bin", False, "redb", logger,
                    selected_modules="all", force=True
                )
            except Exception:
                pass

        mock_is_in_db.assert_not_called()

    @patch('redb.workers.is_in_db')
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    def test_decompile_mode_skips_is_in_db(self, mock_settings, mock_magika, mock_hashlib, mock_is_in_db):
        """In decompile mode, is_in_db is never called (existing behavior)."""
        from redb.ingestor import process_binary_file

        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "pebin"
        mock_magika.return_value = mock_magika_instance
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        logger = Mock()

        with patch('builtins.open', mock_open_binary(b"test data")):
            try:
                process_binary_file(
                    "/tmp/test.bin", True, "redb", logger,
                    selected_modules="all", force=False
                )
            except Exception:
                pass

        mock_is_in_db.assert_not_called()


# ============================================================================
# Bulk Dedup Bypass Tests
# ============================================================================

class TestBulkDedupBypass:
    """Tests for the bulk is_in_db_bulk check bypass in fetch functions."""

    @patch('redb.queries.is_in_db_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.get_db_catalog_connection')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_by_repo_default_calls_bulk_check(
        self, mock_db_conn, mock_formats, mock_gen_key, mock_bulk
    ):
        """Without force, fetch_s3_objects_by_repository calls is_in_db_bulk."""
        from redb.ingestor import fetch_s3_objects_by_repository

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "pebin", None)
        ]
        mock_db_conn.return_value = mock_client
        mock_bulk.return_value = set()

        fetch_s3_objects_by_repository("test_repo", "redb", False, force=False)

        mock_bulk.assert_called_once()

    @patch('redb.queries.is_in_db_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.get_db_catalog_connection')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_by_repo_force_skips_bulk_check(
        self, mock_db_conn, mock_formats, mock_gen_key, mock_bulk
    ):
        """With force=True, fetch_s3_objects_by_repository skips is_in_db_bulk."""
        from redb.ingestor import fetch_s3_objects_by_repository

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "pebin", None)
        ]
        mock_db_conn.return_value = mock_client

        result = fetch_s3_objects_by_repository("test_repo", "redb", False, force=True)

        mock_bulk.assert_not_called()
        assert len(result) == 1  # All rows kept, none filtered

    @patch('redb.queries.is_in_db_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.get_db_catalog_connection')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_by_repo_force_preserves_all_rows(
        self, mock_db_conn, mock_formats, mock_gen_key, mock_bulk
    ):
        """With force=True, all rows from the query are returned unfiltered."""
        from redb.ingestor import fetch_s3_objects_by_repository

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("hash1" + "0" * 59, "pebin", None),
            ("hash2" + "0" * 59, "pebin", None),
            ("hash3" + "0" * 59, "pebin", None),
        ]
        mock_db_conn.return_value = mock_client

        result = fetch_s3_objects_by_repository("test_repo", "redb", False, force=True)

        assert len(result) == 3

    @patch('redb.queries.is_in_db_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.get_db_catalog_connection')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_by_date_default_calls_bulk_check(
        self, mock_db_conn, mock_formats, mock_gen_key, mock_bulk
    ):
        """Without force, fetch_s3_objects_by_date_range calls is_in_db_bulk."""
        from redb.ingestor import fetch_s3_objects_by_date_range

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "pebin", None)
        ]
        mock_db_conn.return_value = mock_client
        mock_bulk.return_value = set()

        fetch_s3_objects_by_date_range(
            "redb", False, "2025-01-01", "2025-01-02", force=False
        )

        mock_bulk.assert_called_once()

    @patch('redb.queries.is_in_db_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.get_db_catalog_connection')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_by_date_force_skips_bulk_check(
        self, mock_db_conn, mock_formats, mock_gen_key, mock_bulk
    ):
        """With force=True, fetch_s3_objects_by_date_range skips is_in_db_bulk."""
        from redb.ingestor import fetch_s3_objects_by_date_range

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "pebin", None)
        ]
        mock_db_conn.return_value = mock_client

        result = fetch_s3_objects_by_date_range(
            "redb", False, "2025-01-01", "2025-01-02", force=True
        )

        mock_bulk.assert_not_called()
        assert len(result) == 1


# ============================================================================
# Ingestor Force Parameter Tests
# ============================================================================

class TestIngestorForceParam:
    """Tests for force parameter in Ingestor class."""

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_default_force_false(self, mock_open, mock_datetime, mock_mp):
        """Ingestor defaults force to False."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(path="/tmp/test", repository="test", index_prefix="redb")
        assert ingestor.force is False

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_force_true(self, mock_open, mock_datetime, mock_mp):
        """Ingestor stores force=True when passed."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(path="/tmp/test", repository="test", index_prefix="redb", force=True)
        assert ingestor.force is True


# ============================================================================
# Function Chain Threading Tests
# ============================================================================

class TestForceThreading:
    """Tests that force parameter is correctly threaded through the call chain."""

    @patch('redb.workers.process_binary_file')
    @patch('redb.workers.is_binary_file', return_value=True)
    def test_process_file_internal_passes_force_true(self, mock_is_binary, mock_process):
        """_process_file_internal passes force=True to process_binary_file."""
        from redb.ingestor import _process_file_internal

        mock_process.return_value = (Mock(), "pebin")
        logger = Mock()

        _process_file_internal("/tmp/test.bin", False, "redb", logger, force=True)

        mock_process.assert_called_once()
        call_args = mock_process.call_args
        assert call_args[0][-1] is True

    @patch('redb.workers.process_binary_file')
    @patch('redb.workers.is_binary_file', return_value=True)
    def test_process_file_internal_default_force_false(self, mock_is_binary, mock_process):
        """_process_file_internal defaults force to False."""
        from redb.ingestor import _process_file_internal

        mock_process.return_value = (Mock(), "pebin")
        logger = Mock()

        _process_file_internal("/tmp/test.bin", False, "redb", logger)

        call_args = mock_process.call_args
        assert call_args[0][-1] is False

    @patch('redb.workers._process_file_internal')
    def test_process_file_passes_force(self, mock_internal):
        """process_file passes force to _process_file_internal."""
        from redb.workers import process_file

        mock_internal.return_value = (Mock(), "pebin")

        with patch('redb.workers.setup_direct_logger', return_value=Mock()):
            process_file("/tmp/test.bin", False, "redb", "/tmp/log", 1, 1, force=True)

        mock_internal.assert_called_once()
        call_args = mock_internal.call_args
        assert call_args[0][-1] is True

    @patch('redb.workers._process_file_internal')
    def test_process_s3_file_passes_force(self, mock_internal):
        """process_s3_file passes force to _process_file_internal."""
        from redb.workers import process_s3_file

        mock_internal.return_value = (Mock(), "pebin")

        with patch('redb.workers.setup_direct_logger', return_value=Mock()), \
             patch('redb.workers.download_s3_object', return_value="/tmp/downloaded.bin"):
            process_s3_file(
                "bucket", "key", "/tmp", False, "redb", "/tmp/log", 1, 1,
                force=True
            )

        mock_internal.assert_called_once()
        call_args = mock_internal.call_args
        assert call_args[0][-1] is True

    @patch('redb.workers.process_binary_file')
    def test_process_zip_passes_force(self, mock_process):
        """process_zip_file passes force to process_binary_file."""
        from redb.workers import process_zip_file

        mock_process.return_value = (Mock(), "pebin")
        logger = Mock()

        import tempfile
        import zipfile

        # Create a real zip file with a dummy binary inside
        with tempfile.NamedTemporaryFile(suffix=".zip", delete=False) as tmp:
            tmp_path = tmp.name

        try:
            with zipfile.ZipFile(tmp_path, 'w') as zf:
                zf.writestr("test.bin", b"\x00" * 100)

            process_zip_file(tmp_path, False, "redb", logger, "all", force=True)

            mock_process.assert_called_once()
            call_args = mock_process.call_args
            assert call_args[0][-1] is True
        finally:
            os.unlink(tmp_path)

    @patch('redb.workers.process_binary_file')
    def test_process_7zip_passes_force(self, mock_process):
        """process_7zip_file passes force to process_binary_file."""
        from redb.workers import process_7zip_file

        mock_process.return_value = (Mock(), "pebin")
        logger = Mock()

        with patch('redb.workers.py7zr') as mock_py7zr:
            mock_zf = Mock()
            mock_py7zr.SevenZipFile.return_value.__enter__ = Mock(return_value=mock_zf)
            mock_py7zr.SevenZipFile.return_value.__exit__ = Mock(return_value=False)

            import tempfile

            def fake_extractall(path):
                dest = os.path.join(path, "test.bin")
                with open(dest, "wb") as f:
                    f.write(b"\x00" * 100)

            mock_zf.extractall = fake_extractall

            process_7zip_file("/tmp/test.7z", False, "redb", logger, "all", force=True)

            if mock_process.called:
                call_args = mock_process.call_args
                assert call_args[0][-1] is True


# ============================================================================
# --analyzed CLI Argument Tests
# ============================================================================

class TestAnalyzedCliArgument:
    """Tests for --analyzed CLI argument parsing in start.py."""

    def _parse_args(self, args_list):
        """Helper to parse CLI args without running main()."""
        import argparse

        parser = argparse.ArgumentParser()
        input_group = parser.add_mutually_exclusive_group(required=True)
        input_group.add_argument("--path")
        input_group.add_argument("--s3", action="store_true")
        input_group.add_argument("--s3-solo", metavar="S3_KEY")
        input_group.add_argument("--nomad-job", action="store_true")
        input_group.add_argument("--date", metavar="YYYY-MM-DD")
        input_group.add_argument("--range", nargs=2)
        input_group.add_argument("--analyzed", action="store_true")

        parser.add_argument("--repo")
        parser.add_argument("--index_prefix", default="redb")
        parser.add_argument("-d", "--decompile", action="store_true")
        parser.add_argument("-m", "--modules", default="all")
        parser.add_argument("--force", action="store_true")
        parser.add_argument("--dry-run", action="store_true")
        parser.add_argument("--magika")

        return parser.parse_args(args_list)

    def test_analyzed_flag_default_false(self):
        """--analyzed is False by default."""
        args = self._parse_args(["--path", "/tmp/test", "--repo", "test"])
        assert args.analyzed is False

    def test_analyzed_flag_explicit(self):
        """--analyzed is True when specified."""
        args = self._parse_args(["--analyzed"])
        assert args.analyzed is True

    def test_analyzed_mutually_exclusive_with_path(self):
        """--analyzed and --path cannot be used together."""
        import argparse
        with pytest.raises(SystemExit):
            self._parse_args(["--analyzed", "--path", "/tmp/test"])

    def test_analyzed_mutually_exclusive_with_s3(self):
        """--analyzed and --s3 cannot be used together."""
        import argparse
        with pytest.raises(SystemExit):
            self._parse_args(["--analyzed", "--s3"])

    def test_analyzed_with_decompile(self):
        """--analyzed can be combined with --decompile."""
        args = self._parse_args(["--analyzed", "--decompile"])
        assert args.analyzed is True
        assert args.decompile is True

    def test_analyzed_with_modules(self):
        """--analyzed can be combined with --modules."""
        args = self._parse_args(["--analyzed", "--modules", "HashExtractor"])
        assert args.analyzed is True
        assert args.modules == "HashExtractor"

    def test_analyzed_with_magika(self):
        """--analyzed can be combined with --magika."""
        args = self._parse_args(["--analyzed", "--magika", "elf"])
        assert args.analyzed is True
        assert args.magika == "elf"

    def test_analyzed_with_force(self):
        """--analyzed can be combined with --force."""
        args = self._parse_args(["--analyzed", "--force"])
        assert args.analyzed is True
        assert args.force is True

    def test_analyzed_no_repo_required(self):
        """--analyzed does not require --repo."""
        args = self._parse_args(["--analyzed"])
        assert args.analyzed is True
        assert args.repo is None


# ============================================================================
# fetch_analyzed_samples Tests
# ============================================================================

class TestFetchAnalyzedSamples:
    """Tests for fetch_analyzed_samples() in queries.py."""

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_returns_analyzed_samples(self, mock_settings, mock_formats, mock_gen_key):
        """fetch_analyzed_samples returns samples from basic_properties."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "pebin"),
            ("def456" + "0" * 58, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=False)

        assert len(result) == 2
        assert all(r['s3_bucket'] == 'test-bucket' for r in result)
        assert all(r['s3_key'] == 'ab/cd/abcd.zip' for r in result)

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_queries_basic_properties_table(self, mock_settings, mock_formats, mock_gen_key):
        """fetch_analyzed_samples queries the correct table."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = []
        mock_settings.create_clickhouse_client.return_value = mock_client

        fetch_analyzed_samples("myprefix", decompile=False)

        query_arg = mock_client.query.call_args[0][0]
        assert "myprefix_basic_properties" in query_arg
        assert "FINAL" in query_arg

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_magika_filter_applied(self, mock_settings, mock_gen_key):
        """fetch_analyzed_samples applies magika_filter when provided."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "elf"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=False, magika_filter="elf")

        query_arg = mock_client.query.call_args[0][0]
        assert "filetype_magika = %(magika)s" in query_arg
        params = mock_client.query.call_args[1].get('parameters') or mock_client.query.call_args[0][1] if len(mock_client.query.call_args[0]) > 1 else mock_client.query.call_args[1].get('parameters', {})
        assert params.get("magika") == "elf"

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_decompile_mode_filters_already_decompiled(self, mock_settings, mock_formats, mock_gen_key):
        """In decompile mode, already-decompiled samples are filtered out."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        # First query: basic_properties returns 3 samples
        # Second query: decompiled table returns 1 already-decompiled
        mock_client.query.side_effect = [
            Mock(result_rows=[
                ("hash1" + "0" * 59, "pebin"),
                ("hash2" + "0" * 59, "pebin"),
                ("hash3" + "0" * 59, "pebin"),
            ]),
            Mock(result_rows=[
                ("hash2" + "0" * 59,),  # already decompiled
            ]),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=True)

        assert len(result) == 2
        result_hashes = {r['sha256'] for r in result}
        assert "hash2" + "0" * 59 not in result_hashes

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_decompile_force_skips_decompile_check(self, mock_settings, mock_formats, mock_gen_key):
        """With force=True in decompile mode, decompile check is skipped."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("hash1" + "0" * 59, "pebin"),
            ("hash2" + "0" * 59, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=True, force=True)

        # Should only query once (basic_properties), no decompile check
        assert mock_client.query.call_count == 1
        assert len(result) == 2

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_analysis_mode_no_decompile_filtering(self, mock_settings, mock_formats, mock_gen_key):
        """In analysis mode (decompile=False), no decompile filtering is done."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("hash1" + "0" * 59, "pebin"),
            ("hash2" + "0" * 59, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=False)

        # Only one query (basic_properties), no decompile table check
        assert mock_client.query.call_count == 1
        assert len(result) == 2

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    def test_missing_s3_bucket_returns_empty(self, mock_settings, mock_formats, mock_gen_key):
        """Returns empty list when S3_BUCKET env var is not set."""
        from redb.queries import fetch_analyzed_samples

        # Ensure S3_BUCKET is not set
        with patch.dict(os.environ, {}, clear=True):
            result = fetch_analyzed_samples("redb", decompile=False)

        assert result == []

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_empty_basic_properties_returns_empty(self, mock_settings, mock_formats, mock_gen_key):
        """Returns empty list when no analyzed samples exist."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = []
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=False)

        assert result == []

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_handles_bytes_sha256(self, mock_settings, mock_formats, mock_gen_key):
        """Handles bytes-encoded SHA256 from ClickHouse."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        hash_str = "abc123" + "0" * 58
        mock_client.query.return_value.result_rows = [
            (hash_str.encode('utf-8'), "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=False)

        assert len(result) == 1
        assert result[0]['sha256'] == hash_str

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_exception_returns_empty(self, mock_settings, mock_formats, mock_gen_key):
        """Returns empty list on database error."""
        from redb.queries import fetch_analyzed_samples

        mock_settings.create_clickhouse_client.side_effect = Exception("Connection failed")

        result = fetch_analyzed_samples("redb", decompile=False)

        assert result == []

    @patch('redb.queries._check_yara_matches_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_yara_scan_skips_decompile_filtering(self, mock_settings, mock_formats, mock_gen_key, mock_yara_check):
        """With yara_scan=True, decompile filtering is skipped (YARA check runs instead)."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("hash1" + "0" * 59, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client
        mock_yara_check.return_value = set()  # No already-scanned samples

        result = fetch_analyzed_samples("redb", decompile=True, yara_scan=True)

        # basic_properties queried once, no decompile table check
        assert mock_client.query.call_count == 1
        # YARA check was used instead of decompile check
        mock_yara_check.assert_called_once()
        assert len(result) == 1

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket", "CLICKHOUSE_CODE_PREFIX": "custom_code"})
    def test_decompile_uses_code_prefix_env(self, mock_settings, mock_formats, mock_gen_key):
        """Decompile filtering uses CLICKHOUSE_CODE_PREFIX env var."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.side_effect = [
            Mock(result_rows=[("hash1" + "0" * 59, "pebin")]),
            Mock(result_rows=[]),  # No disassembled samples
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        fetch_analyzed_samples("redb", decompile=True)

        # Second query should reference custom_code prefix with disassembled table
        second_query = mock_client.query.call_args_list[1][0][0]
        assert "custom_code_disassembled_functions_references" in second_query


# ============================================================================
# Ingestor Analyzed Parameter Tests
# ============================================================================

class TestIngestorAnalyzedParam:
    """Tests for analyzed parameter in Ingestor class."""

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_default_analyzed_false(self, mock_open, mock_datetime, mock_mp):
        """Ingestor defaults analyzed to False."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(path="/tmp/test", repository="test", index_prefix="redb")
        assert ingestor.analyzed is False

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_analyzed_true(self, mock_open, mock_datetime, mock_mp):
        """Ingestor stores analyzed=True when passed."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(
            path=None, repository="test", index_prefix="redb",
            s3_mode=True, analyzed=True
        )
        assert ingestor.analyzed is True

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_analyzed_with_decompile(self, mock_open, mock_datetime, mock_mp):
        """Ingestor stores both analyzed and decompile flags."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(
            path=None, repository="test", index_prefix="redb",
            s3_mode=True, analyzed=True, decompile=True
        )
        assert ingestor.analyzed is True
        assert ingestor.decompile is True


# ============================================================================
# Re-export Test for fetch_analyzed_samples
# ============================================================================

class TestAnalyzedReExport:
    """Tests that fetch_analyzed_samples is re-exported from redb.ingestor."""

    def test_importable_from_ingestor(self):
        """fetch_analyzed_samples can be imported from redb.ingestor."""
        from redb.ingestor import fetch_analyzed_samples
        assert callable(fetch_analyzed_samples)


# ============================================================================
# Decompile-Path Per-File Dedup (is_in_code_db) Tests
# ============================================================================

class TestDecompilePerFileDedupBypass:
    """Tests for the per-file is_in_code_db check in the decompile path.

    Verifies that --force correctly bypasses the is_in_code_db check
    for both normal binaries and FAT Mach-O slices.

    Note: DecompileBinja requires blake3/binaryninja which aren't available
    in the test environment. We use two strategies:
    - For "no force" tests: is_in_code_db returns True so the code never
      reaches the DecompileBinja import.
    - For "force" tests: we mock the import mechanism to prevent the real
      import from happening.
    """

    @patch('redb.workers.is_in_code_db')
    @patch('redb.workers.is_in_db')
    @patch('redb.workers._is_packed', return_value=None)
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    def test_decompile_no_force_calls_is_in_code_db(
        self, mock_settings, mock_magika, mock_hashlib,
        mock_packed, mock_is_in_db, mock_is_in_code_db
    ):
        """In decompile mode without --force, is_in_code_db is called and can skip files."""
        from redb.ingestor import process_binary_file, ImportResult

        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "pebin"
        mock_magika.return_value = mock_magika_instance
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        # is_in_code_db returns True => file should be skipped
        mock_is_in_code_db.return_value = True

        logger = Mock()

        mock_mod, _ = _mock_decompiler_module()
        with patch.dict(sys.modules, {"redb.extractors.decompiler": mock_mod}):
            with patch('builtins.open', mock_open_binary(b"test data")):
                result, filetype = process_binary_file(
                    "/tmp/test.bin", True, "redb", logger,
                    selected_modules="all", force=False
                )

        mock_is_in_code_db.assert_called_once_with("a" * 64, filetype="pebin")
        assert result == ImportResult.SKIPPED

    @patch('redb.workers.is_in_code_db')
    @patch('redb.workers.is_in_db')
    @patch('redb.workers._is_packed', return_value=None)
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    def test_decompile_no_force_not_in_code_db_proceeds(
        self, mock_settings, mock_magika, mock_hashlib,
        mock_packed, mock_is_in_db, mock_is_in_code_db
    ):
        """In decompile mode without --force, files NOT in code_db proceed to decompile."""
        from redb.ingestor import process_binary_file

        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "pebin"
        mock_magika.return_value = mock_magika_instance
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        # is_in_code_db returns False => should proceed to decompile
        mock_is_in_code_db.return_value = False

        logger = Mock()

        mock_mod, mock_decompiler = _mock_decompiler_module()
        with patch.dict(sys.modules, {"redb.extractors.decompiler": mock_mod}):
            with patch('builtins.open', mock_open_binary(b"test data")):
                try:
                    process_binary_file(
                        "/tmp/test.bin", True, "redb", logger,
                        selected_modules="all", force=False
                    )
                except Exception:
                    pass

        mock_is_in_code_db.assert_called_once_with("a" * 64, filetype="pebin")

    @patch('redb.workers.is_in_code_db')
    @patch('redb.workers.is_in_db')
    @patch('redb.workers._is_packed', return_value=None)
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    def test_decompile_force_skips_is_in_code_db(
        self, mock_settings, mock_magika, mock_hashlib,
        mock_packed, mock_is_in_db, mock_is_in_code_db
    ):
        """In decompile mode with --force, is_in_code_db is never called."""
        from redb.ingestor import process_binary_file

        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "pebin"
        mock_magika.return_value = mock_magika_instance
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        logger = Mock()

        mock_mod, _ = _mock_decompiler_module()
        with patch.dict(sys.modules, {"redb.extractors.decompiler": mock_mod}):
            with patch('builtins.open', mock_open_binary(b"test data")):
                try:
                    process_binary_file(
                        "/tmp/test.bin", True, "redb", logger,
                        selected_modules="all", force=True
                    )
                except Exception:
                    pass

        # The key assertion: is_in_code_db was never called
        mock_is_in_code_db.assert_not_called()

    @patch('redb.workers.is_in_code_db')
    @patch('redb.workers.is_in_db')
    @patch('redb.workers._is_packed', return_value=None)
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    def test_decompile_packed_skips_is_in_code_db(
        self, mock_settings, mock_magika, mock_hashlib,
        mock_packed, mock_is_in_db, mock_is_in_code_db
    ):
        """Packed files skip decompile entirely, so is_in_code_db is never called."""
        from redb.ingestor import process_binary_file

        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "pebin"
        mock_magika.return_value = mock_magika_instance
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        # _is_packed returns a truthy value (packer name)
        mock_packed.return_value = "UPX"

        logger = Mock()

        mock_mod, _ = _mock_decompiler_module()
        with patch.dict(sys.modules, {"redb.extractors.decompiler": mock_mod}):
            with patch('builtins.open', mock_open_binary(b"test data")):
                try:
                    process_binary_file(
                        "/tmp/test.bin", True, "redb", logger,
                        selected_modules="all", force=False
                    )
                except Exception:
                    pass

        mock_is_in_code_db.assert_not_called()

    @patch('redb.workers.is_in_code_db')
    @patch('redb.workers.is_in_db')
    @patch('redb.workers.hashlib')
    @patch('redb.workers.Magika')
    @patch('redb.workers.settings')
    def test_non_decompile_mode_never_calls_is_in_code_db(
        self, mock_settings, mock_magika, mock_hashlib,
        mock_is_in_db, mock_is_in_code_db
    ):
        """In feature-extraction mode (no decompile), is_in_code_db is never called."""
        from redb.ingestor import process_binary_file, ImportResult

        mock_magika_instance = Mock()
        mock_magika_instance.identify_bytes.return_value.output.label = "pebin"
        mock_magika.return_value = mock_magika_instance
        mock_hashlib.sha256.return_value.hexdigest.return_value = "a" * 64
        mock_settings.CLICKHOUSE_HOST = "localhost"
        mock_settings.get_clickhouse_client.return_value = Mock()

        # is_in_db returns True => file skipped by feature-extraction dedup
        mock_is_in_db.return_value = True

        logger = Mock()

        with patch('builtins.open', mock_open_binary(b"test data")):
            result, filetype = process_binary_file(
                "/tmp/test.bin", False, "redb", logger,
                selected_modules="all", force=False
            )

        assert result == ImportResult.SKIPPED
        mock_is_in_db.assert_called_once()
        mock_is_in_code_db.assert_not_called()


# ============================================================================
# --rerun CLI Argument Tests
# ============================================================================

class TestRerunCliArgument:
    """Tests for --rerun CLI argument parsing and validation."""

    def _parse_args(self, args_list):
        """Helper to parse CLI args."""
        import argparse

        parser = argparse.ArgumentParser()
        input_group = parser.add_mutually_exclusive_group(required=True)
        input_group.add_argument("--path")
        input_group.add_argument("--s3", action="store_true")
        input_group.add_argument("--s3-solo", metavar="S3_KEY")
        input_group.add_argument("--nomad-job", action="store_true")
        input_group.add_argument("--date", metavar="YYYY-MM-DD")
        input_group.add_argument("--range", nargs=2)
        input_group.add_argument("--analyzed", action="store_true")

        parser.add_argument("--repo")
        parser.add_argument("--index_prefix", default="redb")
        parser.add_argument("-d", "--decompile", action="store_true")
        parser.add_argument("-m", "--modules", default="all")
        parser.add_argument("--force", action="store_true")
        parser.add_argument("--rerun", action="store_true")
        parser.add_argument("--dry-run", action="store_true")

        return parser.parse_args(args_list)

    def test_rerun_flag_default_false(self):
        """--rerun is False by default."""
        args = self._parse_args(["--analyzed", "-d"])
        assert args.rerun is False

    def test_rerun_flag_explicit(self):
        """--rerun is True when specified."""
        args = self._parse_args(["--analyzed", "-d", "--rerun"])
        assert args.rerun is True

    def test_rerun_with_analyzed_and_decompile(self):
        """--rerun can be combined with --analyzed and --decompile."""
        args = self._parse_args(["--analyzed", "-d", "--rerun"])
        assert args.rerun is True
        assert args.analyzed is True
        assert args.decompile is True


# ============================================================================
# --rerun fetch_analyzed_samples Tests
# ============================================================================

class TestRerunFetchAnalyzedSamples:
    """Tests for --rerun behavior in fetch_analyzed_samples."""

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_rerun_queries_disassembled_table(self, mock_settings, mock_formats, mock_gen_key):
        """Rerun mode queries disassembled_functions_references with JOIN to basic_properties."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("hash1" + "0" * 59, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=True, rerun=True)

        # Should only make one query (the JOIN query)
        assert mock_client.query.call_count == 1
        query = mock_client.query.call_args_list[0][0][0]
        assert "code_binja_disassembled_functions_references" in query
        assert "redb_basic_properties" in query
        assert "INNER JOIN" in query
        assert len(result) == 1

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_rerun_returns_only_disassembled_samples(self, mock_settings, mock_formats, mock_gen_key):
        """Rerun mode returns only samples present in disassembled table."""
        from redb.queries import fetch_analyzed_samples

        hash1 = "hash1" + "0" * 59
        mock_client = Mock()
        mock_client.query.return_value.result_rows = [(hash1, "pebin")]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=True, rerun=True)

        assert len(result) == 1
        assert result[0]['sha256'] == hash1
        assert result[0]['s3_bucket'] == "test-bucket"

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_rerun_with_magika_filter(self, mock_settings, mock_formats, mock_gen_key):
        """Rerun mode applies magika filter in the JOIN query."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("hash1" + "0" * 59, "elf"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=True, rerun=True, magika_filter="elf")

        query = mock_client.query.call_args_list[0][0][0]
        assert "bp.filetype_magika" in query
        params = mock_client.query.call_args_list[0][1].get("parameters", {})
        assert params.get("magika") == "elf"
        assert len(result) == 1

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket", "CLICKHOUSE_CODE_PREFIX": "custom_code"})
    def test_rerun_uses_code_prefix_env(self, mock_settings, mock_formats, mock_gen_key):
        """Rerun mode uses CLICKHOUSE_CODE_PREFIX env var."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = []
        mock_settings.create_clickhouse_client.return_value = mock_client

        fetch_analyzed_samples("redb", decompile=True, rerun=True)

        query = mock_client.query.call_args_list[0][0][0]
        assert "custom_code_disassembled_functions_references" in query

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_rerun_empty_disassembled_table(self, mock_settings, mock_formats, mock_gen_key):
        """Rerun mode returns empty list when no disassembled samples exist."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = []
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=True, rerun=True)

        assert result == []

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    def test_rerun_missing_s3_bucket(self, mock_settings, mock_formats, mock_gen_key):
        """Rerun mode returns empty list when S3_BUCKET is not set."""
        from redb.queries import fetch_analyzed_samples

        with patch.dict(os.environ, {}, clear=True):
            result = fetch_analyzed_samples("redb", decompile=True, rerun=True)

        assert result == []

    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_rerun_handles_bytes_sha256(self, mock_settings, mock_formats, mock_gen_key):
        """Rerun mode handles bytes-encoded SHA256 from ClickHouse."""
        from redb.queries import fetch_analyzed_samples

        hash_str = "abc123" + "0" * 58
        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            (hash_str.encode('utf-8'), "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=True, rerun=True)

        assert len(result) == 1
        assert result[0]['sha256'] == hash_str


# ============================================================================
# --rerun Ingestor Parameter Tests
# ============================================================================

class TestIngestorRerunParam:
    """Tests for rerun parameter in Ingestor class."""

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_default_rerun_false(self, mock_open, mock_datetime, mock_mp):
        """Ingestor defaults rerun to False."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(path="/tmp/test", repository="test", index_prefix="redb")
        assert ingestor.rerun is False

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_rerun_true(self, mock_open, mock_datetime, mock_mp):
        """Ingestor stores rerun=True when passed."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(
            path=None, repository="test", index_prefix="redb",
            s3_mode=True, analyzed=True, decompile=True, rerun=True
        )
        assert ingestor.rerun is True

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def test_ingestor_rerun_with_decompile_modules(self, mock_open, mock_datetime, mock_mp):
        """Ingestor stores rerun alongside decompile_modules."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        ingestor = Ingestor(
            path=None, repository="test", index_prefix="redb",
            s3_mode=True, analyzed=True, decompile=True, rerun=True,
            decompile_modules={"cfg"}
        )
        assert ingestor.rerun is True
        assert ingestor.decompile_modules == {"cfg"}


# ============================================================================
# YARA --force Dedup Tests
# ============================================================================

class TestYaraForceDedup:
    """Tests for --force behavior with YARA scanning.

    Default (no --force): skip samples already in yara_matches.
    With --force: scan everything (rescan all samples).
    """

    # --- is_in_db_bulk YARA path ---

    @patch('redb.queries.settings')
    def test_is_in_db_bulk_yara_returns_already_scanned(self, mock_settings):
        """In YARA mode, is_in_db_bulk queries yara_matches and returns already-scanned hashes."""
        from redb.queries import is_in_db_bulk

        mock_client = Mock()
        # hex(sha256) returns uppercase by convention from ClickHouse
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58,),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = is_in_db_bulk(
            ["abc123" + "0" * 58, "def456" + "0" * 58],
            "redb", decompile=False, yara_scan=True
        )

        # Should have queried yara_matches
        query = mock_client.query.call_args[0][0]
        assert "yara_matches" in query
        assert "unhex(" in query
        # Should return the already-scanned hash
        assert "abc123" + "0" * 58 in result
        assert "def456" + "0" * 58 not in result

    @patch('redb.queries.settings')
    def test_is_in_db_bulk_yara_empty_table(self, mock_settings):
        """In YARA mode with empty yara_matches, no samples are skipped."""
        from redb.queries import is_in_db_bulk

        mock_client = Mock()
        mock_client.query.return_value.result_rows = []
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = is_in_db_bulk(
            ["abc123" + "0" * 58],
            "redb", decompile=False, yara_scan=True
        )

        assert len(result) == 0

    @patch('redb.queries.settings')
    def test_is_in_db_bulk_yara_handles_bytes_response(self, mock_settings):
        """YARA dedup correctly handles bytes-encoded hex response from ClickHouse."""
        from redb.queries import is_in_db_bulk

        hash_hex = "abc123" + "0" * 58
        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            (hash_hex.upper().encode('utf-8'),),  # bytes, uppercase
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = is_in_db_bulk(
            [hash_hex],
            "redb", decompile=False, yara_scan=True
        )

        # Should normalize to lowercase
        assert hash_hex in result

    @patch('redb.queries.settings')
    def test_is_in_db_bulk_yara_db_error_raises(self, mock_settings):
        """On DB error, YARA dedup raises RuntimeError to prevent reprocessing all samples."""
        from redb.queries import is_in_db_bulk
        import pytest

        mock_settings.create_clickhouse_client.side_effect = Exception("Connection failed")

        with pytest.raises(RuntimeError, match="YARA dedup query failed"):
            is_in_db_bulk(
                ["abc123" + "0" * 58],
                "redb", decompile=False, yara_scan=True
            )

    def test_is_in_db_bulk_yara_empty_list(self):
        """is_in_db_bulk with empty list returns empty set."""
        from redb.queries import is_in_db_bulk

        result = is_in_db_bulk([], "redb", decompile=False, yara_scan=True)
        assert result == set()

    # --- fetch_s3_objects_by_repository YARA+force ---

    @patch('redb.queries.is_in_db_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.get_db_catalog_connection')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_by_repo_yara_default_calls_bulk_check(
        self, mock_db_conn, mock_formats, mock_gen_key, mock_bulk
    ):
        """Without --force, YARA fetch calls is_in_db_bulk to skip already-scanned."""
        from redb.ingestor import fetch_s3_objects_by_repository

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "pebin", None),
            ("def456" + "0" * 58, "pebin", None),
        ]
        mock_db_conn.return_value = mock_client
        mock_bulk.return_value = {"abc123" + "0" * 58}  # One already scanned

        result = fetch_s3_objects_by_repository(
            "test_repo", "redb", False, yara_scan=True, force=False
        )

        mock_bulk.assert_called_once()
        # The yara_scan=True should be passed through
        assert mock_bulk.call_args[0][3] is True  # yara_scan arg
        # One sample should be filtered out
        assert len(result) == 1

    @patch('redb.queries.is_in_db_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.get_db_catalog_connection')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_by_repo_yara_force_skips_bulk_check(
        self, mock_db_conn, mock_formats, mock_gen_key, mock_bulk
    ):
        """With --force, YARA fetch skips is_in_db_bulk entirely."""
        from redb.ingestor import fetch_s3_objects_by_repository

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("abc123" + "0" * 58, "pebin", None),
            ("def456" + "0" * 58, "pebin", None),
        ]
        mock_db_conn.return_value = mock_client

        result = fetch_s3_objects_by_repository(
            "test_repo", "redb", False, yara_scan=True, force=True
        )

        mock_bulk.assert_not_called()
        assert len(result) == 2

    # --- fetch_analyzed_samples YARA+force ---

    @patch('redb.queries._check_yara_matches_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_analyzed_yara_default_filters_already_scanned(
        self, mock_settings, mock_formats, mock_gen_key, mock_yara_check
    ):
        """Without --force, fetch_analyzed_samples filters already YARA-scanned samples."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        hash1 = "hash1" + "0" * 59
        hash2 = "hash2" + "0" * 59
        hash3 = "hash3" + "0" * 59
        mock_client.query.return_value.result_rows = [
            (hash1, "pebin"),
            (hash2, "pebin"),
            (hash3, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client
        mock_yara_check.return_value = {hash2}  # hash2 already scanned

        result = fetch_analyzed_samples("redb", decompile=False, yara_scan=True, force=False)

        mock_yara_check.assert_called_once()
        assert len(result) == 2
        result_hashes = {r['sha256'] for r in result}
        assert hash2 not in result_hashes

    @patch('redb.queries._check_yara_matches_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_analyzed_yara_force_skips_yara_check(
        self, mock_settings, mock_formats, mock_gen_key, mock_yara_check
    ):
        """With --force, fetch_analyzed_samples skips YARA dedup check."""
        from redb.queries import fetch_analyzed_samples

        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            ("hash1" + "0" * 59, "pebin"),
            ("hash2" + "0" * 59, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client

        result = fetch_analyzed_samples("redb", decompile=False, yara_scan=True, force=True)

        mock_yara_check.assert_not_called()
        assert len(result) == 2

    @patch('redb.queries._check_yara_matches_bulk')
    @patch('redb.queries.generate_s3_key_from_hash', return_value="ab/cd/abcd.zip")
    @patch('redb.queries.get_supported_formats', return_value=["pebin"])
    @patch('redb.queries.settings')
    @patch.dict(os.environ, {"S3_BUCKET": "test-bucket"})
    def test_fetch_analyzed_yara_all_already_scanned(
        self, mock_settings, mock_formats, mock_gen_key, mock_yara_check
    ):
        """When all samples already scanned, returns empty list."""
        from redb.queries import fetch_analyzed_samples

        hash1 = "hash1" + "0" * 59
        mock_client = Mock()
        mock_client.query.return_value.result_rows = [
            (hash1, "pebin"),
        ]
        mock_settings.create_clickhouse_client.return_value = mock_client
        mock_yara_check.return_value = {hash1}

        result = fetch_analyzed_samples("redb", decompile=False, yara_scan=True, force=False)

        assert len(result) == 0

    # --- _check_yara_matches_bulk direct tests ---

    @patch('redb.queries.settings')
    def test_check_yara_matches_bulk_builds_unhex_query(self, mock_settings):
        """_check_yara_matches_bulk uses unhex() for binary sha256 comparison."""
        from redb.queries import _check_yara_matches_bulk

        mock_client = Mock()
        mock_client.query.return_value.result_rows = []
        mock_settings.create_clickhouse_client.return_value = mock_client

        hash1 = "aabb" + "0" * 60
        _check_yara_matches_bulk([hash1])

        query = mock_client.query.call_args[0][0]
        assert f"unhex('{hash1}')" in query
        assert "hex(sha256)" in query
        assert "yara_matches" in query

    @patch('redb.queries.settings')
    def test_check_yara_matches_bulk_batches_large_lists(self, mock_settings):
        """_check_yara_matches_bulk batches queries for large hash lists."""
        from redb.queries import _check_yara_matches_bulk

        mock_client = Mock()
        mock_client.query.return_value.result_rows = []
        mock_settings.create_clickhouse_client.return_value = mock_client

        # Create list larger than batch_size (3900)
        hashes = [f"{i:064x}" for i in range(4000)]
        _check_yara_matches_bulk(hashes)

        # Should have made 2 queries (3900 + 100)
        assert mock_client.query.call_count == 2


# ============================================================================
# Query Dispatch Tests (--analyzed + --date/--range flag combinations)
# ============================================================================

class TestIngestorQueryDispatch:
    """Tests that the ingestor dispatches to the correct query function
    based on flag combinations.

    Regression tests for a bug where `if self.analyzed` was checked before
    `if self.start_date and self.end_date`, causing --analyzed --date/--range
    to ignore the date filter and query all 4M+ samples from basic_properties.
    """

    @patch('redb.ingestor.multiprocessing')
    @patch('redb.ingestor.datetime')
    @patch('builtins.open', create=True)
    def _make_ingestor(self, mock_open, mock_datetime, mock_mp, **kwargs):
        """Helper to create an Ingestor with mocked multiprocessing/datetime."""
        mock_open.return_value.__enter__ = Mock()
        mock_open.return_value.__exit__ = Mock(return_value=False)
        mock_datetime.today.return_value.strftime.return_value = "20260222"

        from redb.ingestor import Ingestor
        defaults = dict(
            path=None, repository="analyzed", index_prefix="redb",
            s3_mode=True, force=True,
        )
        defaults.update(kwargs)
        return Ingestor(**defaults)

    @patch('redb.ingestor.fetch_analyzed_samples', return_value=[])
    @patch('redb.ingestor.fetch_s3_objects_by_date_range', return_value=[])
    def test_analyzed_with_date_uses_date_range_query(
        self, mock_date_range, mock_analyzed
    ):
        """--analyzed --date should use fetch_s3_objects_by_date_range, not fetch_analyzed_samples."""
        ingestor = self._make_ingestor(
            analyzed=True, start_date="2025-01-15", end_date="2025-01-16"
        )
        ingestor.ingest()

        mock_date_range.assert_called_once()
        mock_analyzed.assert_not_called()
        # Verify analyzed=True was passed through to the date range query
        call_kwargs = mock_date_range.call_args
        assert call_kwargs[1].get('analyzed') or call_kwargs[0][-1] if call_kwargs[0] else call_kwargs[1].get('analyzed') is True

    @patch('redb.ingestor.fetch_analyzed_samples', return_value=[])
    @patch('redb.ingestor.fetch_s3_objects_by_date_range', return_value=[])
    def test_analyzed_with_range_uses_date_range_query(
        self, mock_date_range, mock_analyzed
    ):
        """--analyzed --range should use fetch_s3_objects_by_date_range, not fetch_analyzed_samples."""
        ingestor = self._make_ingestor(
            analyzed=True, start_date="2025-01-01", end_date="2025-01-31"
        )
        ingestor.ingest()

        mock_date_range.assert_called_once()
        mock_analyzed.assert_not_called()

    @patch('redb.ingestor.fetch_analyzed_samples', return_value=[])
    @patch('redb.ingestor.fetch_s3_objects_by_date_range', return_value=[])
    def test_analyzed_standalone_uses_fetch_analyzed(
        self, mock_date_range, mock_analyzed
    ):
        """--analyzed without --date/--range should use fetch_analyzed_samples."""
        ingestor = self._make_ingestor(
            analyzed=True, start_date=None, end_date=None
        )
        ingestor.ingest()

        mock_analyzed.assert_called_once()
        mock_date_range.assert_not_called()

    @patch('redb.ingestor.fetch_analyzed_samples', return_value=[])
    @patch('redb.ingestor.fetch_s3_objects_by_date_range', return_value=[])
    def test_date_without_analyzed_uses_date_range_query(
        self, mock_date_range, mock_analyzed
    ):
        """--date without --analyzed should use fetch_s3_objects_by_date_range with analyzed=False."""
        ingestor = self._make_ingestor(
            analyzed=False, start_date="2025-01-15", end_date="2025-01-16"
        )
        ingestor.ingest()

        mock_date_range.assert_called_once()
        mock_analyzed.assert_not_called()

    @patch('redb.ingestor.fetch_analyzed_samples', return_value=[])
    @patch('redb.ingestor.fetch_s3_objects_by_date_range', return_value=[])
    def test_analyzed_with_date_passes_analyzed_flag(
        self, mock_date_range, mock_analyzed
    ):
        """--analyzed --date should pass analyzed=True to fetch_s3_objects_by_date_range."""
        ingestor = self._make_ingestor(
            analyzed=True, start_date="2025-01-15", end_date="2025-01-16"
        )
        ingestor.ingest()

        mock_date_range.assert_called_once()
        _, kwargs = mock_date_range.call_args
        assert kwargs.get('analyzed') is True

    @patch('redb.ingestor.fetch_analyzed_samples', return_value=[])
    @patch('redb.ingestor.fetch_s3_objects_by_date_range', return_value=[])
    def test_analyzed_with_date_passes_date_params(
        self, mock_date_range, mock_analyzed
    ):
        """--analyzed --date should pass correct start_date and end_date."""
        ingestor = self._make_ingestor(
            analyzed=True, start_date="2025-03-01", end_date="2025-03-15"
        )
        ingestor.ingest()

        mock_date_range.assert_called_once()
        _, kwargs = mock_date_range.call_args
        assert kwargs.get('start_date') == "2025-03-01"
        assert kwargs.get('end_date') == "2025-03-15"


# ============================================================================
# Helpers
# ============================================================================

def mock_open_binary(content):
    """Create a mock for open() that returns binary content."""
    mock = MagicMock()
    mock.return_value.__enter__ = Mock(return_value=Mock(read=Mock(return_value=content)))
    mock.return_value.__exit__ = Mock(return_value=False)
    return mock