Natalia A. Tomashenko

89 papers A 20B 1Misc 8Journal 42Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Natalia A. Tomashenko, Xiaoxiao Miao, Pierre Champion, Sarina Meyer, Michele Panariello, Xin Wang, Nicholas W. D. Evans, Emmanuel Vincent, Junichi Yamagishi, Massimiliano Todisco
2025 J jnl
Comput. Speech Lang.
Xiaoxiao Miao, Yuxiang Zhang, Xin Wang, Natalia A. Tomashenko, Cheng Lock Donny Soh, Ian McLoughlin
2025 Misc conf
ICASSP
Natalia A. Tomashenko, Emmanuel Vincent, Marc Tommasi
2025 A conf
INTERSPEECH
Natalia A. Tomashenko, Emmanuel Vincent, Marc Tommasi
2025 J jnl
CoRR
Natalia A. Tomashenko, Emmanuel Vincent, Marc Tommasi
2025 J jnl
CoRR
Natalia A. Tomashenko, Junichi Yamagishi, Xin Wang, Yun Liu, Emmanuel Vincent
2025 Misc conf
ICASSP
Natalia A. Tomashenko, Xiaoxiao Miao, Emmanuel Vincent, Junichi Yamagishi
2025 J jnl
CoRR
Natalia A. Tomashenko, Xiaoxiao Miao, Emmanuel Vincent, Junichi Yamagishi
2024 J jnl
CoRR
Xiaoxiao Miao, Yuxiang Zhang, Xin Wang, Natalia A. Tomashenko, Donny Cheng Lock Soh, Ian McLoughlin
2024 J jnl
CoRR
Natalia A. Tomashenko, Emmanuel Vincent, Marc Tommasi
2024 Misc conf
ICASSP
Jennifer Williams, Karla Pizzi, Natalia A. Tomashenko, Sneha Das
2024 J jnl
Multim. Tools Appl.
Benjamin O'Brien, Christine Meunier, Natalia A. Tomashenko, Alain Ghio, Jean-François Bonastre
2024 J jnl
Comput. Speech Lang.
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2024 J jnl
CoRR
Natalia A. Tomashenko, Xiaoxiao Miao, Emmanuel Vincent, Junichi Yamagishi
2024 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Michele Panariello, Natalia A. Tomashenko, Xin Wang, Xiaoxiao Miao, Pierre Champion, Hubert Nourtel, Massimiliano Todisco, Nicholas W. D. Evans, Emmanuel Vincent, Junichi Yamagishi
2024 J jnl
CoRR
Natalia A. Tomashenko, Xiaoxiao Miao, Pierre Champion, Sarina Meyer, Xin Wang, Emmanuel Vincent, Michele Panariello, Nicholas W. D. Evans, Junichi Yamagishi, Massimiliano Todisco
2023 Misc conf
ICASSP
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
2023 J jnl
CoRR
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
2023 J jnl
CoRR
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
2023 J jnl
CoRR
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2023 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
2022 A conf
INTERSPEECH
Marcely Zanon Boito, Laurent Besacier, Natalia A. Tomashenko, Yannick Estève
2022 J jnl
CoRR
Marcely Zanon Boito, Laurent Besacier, Natalia A. Tomashenko, Yannick Estève
2022 A conf
INTERSPEECH
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
2022 J jnl
CoRR
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
2022 conf
Odyssey
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
2022 J jnl
CoRR
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
2022 Misc conf
ICASSP
Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
2022 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Brij Mohan Lal Srivastava, Mohamed Maouche, Md. Sahidullah, Emmanuel Vincent, Aurélien Bellet, Marc Tommasi, Natalia A. Tomashenko, Xin Wang, Junichi Yamagishi
2022 Misc conf
ICASSP
Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
2022 J jnl
CoRR
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
2022 J jnl
Comput. Speech Lang.
Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Junichi Yamagishi, Benjamin O'Brien, Anaïs Chanclu, Jean-François Bonastre, Massimiliano Todisco, Mohamed Maouche
2022 J jnl
CoRR
Natalia A. Tomashenko, Xin Wang, Xiaoxiao Miao, Hubert Nourtel, Pierre Champion, Massimiliano Todisco, Emmanuel Vincent, Nicholas W. D. Evans, Junichi Yamagishi, Jean-François Bonastre
2022 J jnl
Comput. Speech Lang.
Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Natalia A. Tomashenko, Driss Matrouf
2021 A conf
Interspeech
Benjamin O'Brien, Natalia A. Tomashenko, Anaïs Chanclu, Jean-François Bonastre
2021 J jnl
CoRR
Jean-François Bonastre, Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noé, Jose Patino, Md. Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia A. Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi
2021 J jnl
CoRR
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2021 conf
IWSLT
Hang Le, Florentin Barbier, Ha Nguyen, Natalia A. Tomashenko, Salima Mdhaffar, Souhir Gahbiche, Benjamin Lecouteux, Didier Schwab, Yannick Estève
2021 J jnl
CoRR
Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
2021 J jnl
CoRR
Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
2021 A conf
Interspeech
Jose Patino, Natalia A. Tomashenko, Massimiliano Todisco, Andreas Nautsch, Nicholas W. D. Evans
2021 conf
NeurIPS Datasets and Benchmarks
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2021 J jnl
CoRR
Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Junichi Yamagishi, Benjamin O'Brien, Anaïs Chanclu, Jean-François Bonastre, Massimiliano Todisco, Mohamed Maouche
2020 A conf
INTERSPEECH
Brij Mohan Lal Srivastava, Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aurélien Bellet, Marc Tommasi
2020 J jnl
CoRR
Brij Mohan Lal Srivastava, Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aurélien Bellet, Marc Tommasi
2020 Misc conf
ICASSP
Natalia A. Tomashenko, Christian Raymond, Antoine Caubrière, Renato De Mori, Yannick Estève
2020 J jnl
CoRR
Natalia A. Tomashenko, Christian Raymond, Antoine Caubrière, Renato De Mori, Yannick Estève
2020 Misc conf
ICASSP
Antoine Caubrière, Sahar Ghannay, Natalia A. Tomashenko, Renato De Mori, Antoine Laurent, Emmanuel Morin, Yannick Estève
2020 J jnl
CoRR
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
2020 A conf
INTERSPEECH
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
2020 J jnl
CoRR
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
2020 A conf
INTERSPEECH
Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Yannick Estève, Laurent Besacier
2020 conf
IWSLT
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier
2020 J jnl
CoRR
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier
2020 J jnl
CoRR
Jose Patino, Natalia A. Tomashenko, Massimiliano Todisco, Andreas Nautsch, Nicholas W. D. Evans
2020 A conf
INTERSPEECH
Paul-Gauthier Noé, Jean-François Bonastre, Driss Matrouf, Natalia A. Tomashenko, Andreas Nautsch, Nicholas W. D. Evans
2020 J jnl
CoRR
Paul-Gauthier Noé, Jean-François Bonastre, Driss Matrouf, Natalia A. Tomashenko, Andreas Nautsch, Nicholas W. D. Evans
2020 A conf
INTERSPEECH
Andreas Nautsch, Jose Patino, Natalia A. Tomashenko, Junichi Yamagishi, Paul-Gauthier Noé, Jean-François Bonastre, Massimiliano Todisco, Nicholas W. D. Evans
2020 J jnl
CoRR
Andreas Nautsch, Jose Patino, Natalia A. Tomashenko, Junichi Yamagishi, Paul-Gauthier Noé, Jean-François Bonastre, Massimiliano Todisco, Nicholas W. D. Evans
2019 conf
PFIA (Articles longs)
Antoine Caubrière, Natalia A. Tomashenko, Yannick Estève, Antoine Laurent, Emmanuel Morin
2019 A conf
INTERSPEECH
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
2019 J jnl
CoRR
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
2019 A conf
INTERSPEECH
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève
2019 J jnl
CoRR
Ha Nguyen, Natalia A. Tomashenko, Marcely Zanon Boito, Antoine Caubrière, Fethi Bougares, Mickael Rouvier, Laurent Besacier, Yannick Estève
2019 conf
SLSP
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin
2019 J jnl
CoRR
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin
2018 A conf
INTERSPEECH
Ivan Medennikov, Yuri Y. Khokhlov, Aleksei Romanenko, Dmitry Popov, Natalia A. Tomashenko, Ivan Sorokin, Alexander Zatvornitskiy
2018 B conf
LREC
Natalia A. Tomashenko, Yannick Estève
2018 A conf
INTERSPEECH
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
2018 conf
SPECOM
François Hernandez, Vincent Nguyen, Sahar Ghannay, Natalia A. Tomashenko, Yannick Estève
2018 J jnl
CoRR
François Hernandez, Vincent Nguyen, Sahar Ghannay, Natalia A. Tomashenko, Yannick Estève
2017 conf
SPECOM
Ivan Medennikov, Aleksei Romanenko, Alexey Prudnikov, Valentin Mendelev, Yuri Y. Khokhlov, Maxim Korenevsky, Natalia A. Tomashenko, Alexander Zatvornitskiy
2017 A conf
INTERSPEECH
Yuri Y. Khokhlov, Natalia A. Tomashenko, Ivan Medennikov, Aleksei Romanenko
2017 J jnl
CoRR
Yuri Y. Khokhlov, Natalia A. Tomashenko, Ivan Medennikov, Alexei Romanenko
2017
Natalia A. Tomashenko
2017 A conf
INTERSPEECH
Yuri Y. Khokhlov, Ivan Medennikov, Aleksei Romanenko, Valentin Mendelev, Maxim Korenevsky, Alexey Prudnikov, Natalia A. Tomashenko, Alexander Zatvornitsky
2016 conf
SLSP
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
2016 conf
JEP-TALN-RECITAL (1)
Natalia A. Tomashenko, Yuri Y. Khokhlov, Anthony Larcher, Yannick Estève
2016 conf
SPECOM
Natalia A. Tomashenko, Yuri Y. Khokhlov, Anthony Larcher, Yannick Estève
2016 conf
SLT
Natalia A. Tomashenko, Kévin Vythelingum, Anthony Rousseau, Yannick Estève
2016 A conf
INTERSPEECH
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
2015 conf
SPECOM
Olga Khomitsevich, Valentin Mendelev, Natalia A. Tomashenko, Sergey Rybin, Ivan Medennikov, Saule Kudubayeva
2015 A conf
INTERSPEECH
Natalia A. Tomashenko, Yuri Y. Khokhlov
2015 conf
SPECOM
Elena Bulgakova, Aleksei Sholohov, Natalia A. Tomashenko, Yuri Matveev
2014 A conf
INTERSPEECH
Kirill Levin, Irina Ponomareva, Anna Bulusheva, German A. Chernykh, Ivan Medennikov, Nickolay Merkin, Alexey Prudnikov, Natalia A. Tomashenko
2014 A conf
INTERSPEECH
Natalia A. Tomashenko, Yuri Y. Khokhlov
2014 conf
SPECOM
Natalia A. Tomashenko, Yuri Y. Khokhlov
2014 conf
SPECOM
German A. Chernykh, Maxim Korenevsky, Kirill Levin, Irina Ponomareva, Natalia A. Tomashenko
2013 conf
SPECOM
Natalia A. Tomashenko, Yuri Y. Khokhlov
tests/unit/conftest.py
← Index tests/unit/conftest.py python
"""
Unit test configuration.

Replaces the redb.extractors package with a minimal stub so that
``from redb.extractors.database_exporters import ...`` works without
pulling in the heavy __init__.py import chain (pefile, elftools,
signify, magic, etc.).

Also stubs out redb.settings so that Elasticsearch / ClickHouse
clients are never actually created during unit tests.

Additionally installs binaryninja stubs for decompiler unit tests.

Stubs heavy third-party packages (pefile, magic, psutil, etc.) so that
redb.workers, redb.queries, redb.ingestor, and redb.s3_utils can all
be imported and patched in unit tests without requiring the real packages.
"""
import sys
import types
from pathlib import Path
from unittest.mock import MagicMock

# ---------------------------------------------------------------------------
# 0. Install binaryninja stubs FIRST — must happen before any decompiler
#    module is imported (triggered by __init__.py chain).
# ---------------------------------------------------------------------------
from tests.unit.conftest_binja_stubs import install_binja_stubs as _install_binja_stubs
_install_binja_stubs()

# ---------------------------------------------------------------------------
# 1. Stub external packages required by database_exporters.py itself,
#    the decompiler chain, and the workers/ingestor modules.
# ---------------------------------------------------------------------------
_heavy_deps = [
    # Database / networking
    "elasticsearch", "clickhouse_connect", "dotenv",
    # Binary analysis — top-level packages
    "pefile", "magic", "machofile",
    # Archive handling
    "py7zr", "pyzipper",
    # File type detection
    "magika",
    # System monitoring
    "psutil",
    # S3 / MinIO (submodule paths needed for `from minio.error import S3Error`)
    "minio", "minio.error",
    # YARA
    "yara_x",
    # Binary parsing — elftools tree
    "elftools", "elftools.elf", "elftools.elf.elffile",
    "elftools.common", "elftools.common.exceptions",
    # Code signing — signify tree
    "signify", "signify.fingerprinter", "signify.authenticode",
    # LIEF
    "lief",
    # Fuzzy hashing
    "ppdeep",
    # .NET analysis
    "dotnetfile",
    # Crypto / ASN.1
    "asn1crypto", "asn1crypto.cms", "asn1crypto.pem", "asn1crypto.x509", "asn1crypto.core",
    # Hashing
    "xxhash", "blake3", "mmh3", "numpy",
    # APK analysis
    "androguard", "androguard.core", "androguard.core.apk",
    "androguard.core.dex", "androguard.core.api_specific_resources",
    "androguard.misc",
    "permhash",
]
for _mod in _heavy_deps:
    if _mod not in sys.modules:
        try:
            __import__(_mod)
        except (ImportError, ModuleNotFoundError):
            sys.modules[_mod] = MagicMock()

# Stub urllib3 with a real Warning subclass (warnings.filterwarnings needs a class)
if "urllib3" not in sys.modules or isinstance(sys.modules.get("urllib3"), MagicMock):
    try:
        import urllib3  # noqa: F401
    except (ImportError, ModuleNotFoundError):
        _urllib3_mod = types.ModuleType("urllib3")
        _urllib3_exc = types.ModuleType("urllib3.exceptions")

        class _InsecureRequestWarning(UserWarning):
            pass

        _urllib3_exc.InsecureRequestWarning = _InsecureRequestWarning
        _urllib3_mod.exceptions = _urllib3_exc
        sys.modules["urllib3"] = _urllib3_mod
        sys.modules["urllib3.exceptions"] = _urllib3_exc

# Provide a functional ppdeep stub (tests call ppdeep.hash() and expect a string).
# Must overwrite the MagicMock that the loop above may have installed.
_ppdeep_existing = sys.modules.get("ppdeep")
if _ppdeep_existing is None or isinstance(_ppdeep_existing, MagicMock):
    _ppdeep_mod = types.ModuleType("ppdeep")
    _ppdeep_mod.__name__ = "ppdeep"

    def _ppdeep_hash(data):
        """Fake ssdeep hash — returns a deterministic placeholder."""
        if isinstance(data, str):
            data = data.encode("utf-8")
        if len(data) < 50:
            return None
        import hashlib
        h = hashlib.md5(data).hexdigest()
        return f"3:{h[:16]}:{h[16:]}"

    _ppdeep_mod.hash = _ppdeep_hash
    sys.modules["ppdeep"] = _ppdeep_mod

# Stub mmh3 if the C extension is not available
_mmh3_existing = sys.modules.get("mmh3")
if _mmh3_existing is None or isinstance(_mmh3_existing, MagicMock):
    _mmh3_mod = types.ModuleType("mmh3")
    _mmh3_mod.__name__ = "mmh3"

    def _mmh3_hash(data, seed=0):
        """Fake MurmurHash3 — deterministic hash using built-in hashlib."""
        import hashlib
        if isinstance(data, str):
            data = data.encode("utf-8")
        seed_bytes = (seed & 0xFFFFFFFF).to_bytes(8, "little")
        h = hashlib.md5(data + seed_bytes).digest()
        return int.from_bytes(h[:4], "little", signed=True)

    _mmh3_mod.hash = _mmh3_hash
    sys.modules["mmh3"] = _mmh3_mod

# Stub tlsh if the C extension is not available
if "tlsh" not in sys.modules:
    try:
        import tlsh as _real_tlsh  # noqa: F401
    except (ImportError, ModuleNotFoundError):
        _tlsh_mock = types.ModuleType("tlsh")
        _tlsh_mock.__name__ = "tlsh"

        def _tlsh_hash(data):
            """Fake TLSH hash — returns a deterministic placeholder.

            Returns empty string for data < 50 bytes or data with very
            low entropy (e.g. repeating patterns), mimicking the real
            TLSH library's "TNULL" behaviour.
            """
            if isinstance(data, str):
                data = data.encode("utf-8")
            if len(data) < 50:
                return ""
            # Real TLSH returns "" for low-entropy input
            if len(set(data)) < 8:
                return ""
            import hashlib
            return "T1" + hashlib.sha256(data).hexdigest()[:70].upper()

        _tlsh_mock.hash = _tlsh_hash
        sys.modules["tlsh"] = _tlsh_mock

# ---------------------------------------------------------------------------
# 2. Stub redb.settings (package) so module-level code never runs
# ---------------------------------------------------------------------------
_settings_mock = MagicMock()
_settings_mock.__name__ = "redb.settings"
sys.modules["redb.settings"] = _settings_mock
sys.modules["redb.settings.elasticsearch"] = MagicMock()
sys.modules["redb.settings.clickhouse"] = MagicMock()

# ---------------------------------------------------------------------------
# 3. Replace redb.extractors with a minimal package that does NOT eagerly
#    import every extractor (and their heavy deps).  Sub-module imports
#    like ``from redb.extractors.database_exporters import ...`` still work
#    because __path__ points to the real package directory.
# ---------------------------------------------------------------------------
_repo_root = Path(__file__).resolve().parents[2]
_extractors_pkg = types.ModuleType("redb.extractors")
_extractors_pkg.__path__ = [str(_repo_root / "redb" / "extractors")]
_extractors_pkg.__package__ = "redb.extractors"
sys.modules["redb.extractors"] = _extractors_pkg

# ---------------------------------------------------------------------------
# 4. Force-import redb submodules so that @patch('redb.workers.xxx'),
#    @patch('redb.queries.xxx'), etc. can resolve at decoration time.
#    This works because all heavy deps are already stubbed above.
# ---------------------------------------------------------------------------
import redb.logging_utils   # noqa: F401, E402
import redb.s3_utils         # noqa: F401, E402
import redb.queries          # noqa: F401, E402
import redb.workers          # noqa: F401, E402
import redb.ingestor         # noqa: F401, E402