James Dotterweich

14 papers A* 2A 1Misc 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
AAMAS
Jonathan Diller, Qi Han, Robert Byers, James Dotterweich, James Humann
2025 J jnl
CoRR
Neelanga Thelasingha, Agung Julius, James Humann, James Dotterweich
2025 J jnl
IEEE Trans Autom. Sci. Eng.
Neelanga Thelasingha, A. Agung Julius, James Humann, Jean-Paul Reddinger, James Dotterweich, Marshal Childers
2024 Misc conf
WSC
James Humann, Steven Carlos Ortega, James Glenn, Jack L. Folsom, Subramanian Ramasamy, Md Safwan Mondal, Pranav A. Bhounsule, Jean-Paul Reddinger, James Dotterweich
2024 J jnl
CoRR
Neelanga Thelasingha, Agung Julius, James Humann, Jean-Paul Reddinger, James Dotterweich, Marshal Childers
2023 J jnl
Robotics Auton. Syst.
Kenny Chour, Jean-Paul Reddinger, James Dotterweich, Marshal Childers, James Humann, Sivakumar Rathinam, Swaroop Darbha
2023 A* conf
ICRA
Ahmad Bilal Asghar, Guangyao Shi, Nare Karapetyan, James Humann, Jean-Paul Reddinger, James Dotterweich, Pratap Tokekar
2022 conf
CASE
Kenny Chour, Jean-Paul Reddinger, James Dotterweich, Marshal Childers, James Humann, Sivakumar Rathinam, Swaroop Darbha
2022 J jnl
J. Intell. Robotic Syst.
Subramanian Ramasamy, Jean-Paul Reddinger, James Dotterweich, Marshal A. Childers, Pranav A. Bhounsule
2022 J jnl
CoRR
Ahmad Bilal Asghar, Guangyao Shi, Nare Karapetyan, James Humann, Jean-Paul Reddinger, James Dotterweich, Pratap Tokekar
2022 conf
CDC
Guangyao Shi, Nare Karapetyan, Ahmad Bilal Asghar, Jean-Paul Reddinger, James Dotterweich, James Humann, Pratap Tokekar
2022 J jnl
CoRR
Guangyao Shi, Nare Karapetyan, Ahmad Bilal Asghar, Jean-Paul Reddinger, James Dotterweich, James Humann, Pratap Tokekar
2020 J jnl
J. Intell. Robotic Syst.
Robert B. Anderson, Julius A. Marshall, Andrea L'Afflitto, James Dotterweich
2019 A* conf
ICRA
Chad C. Kessens, Matthew Horowitz, Chao Liu, James Dotterweich, Mark Yim, Harris L. Edge
redb/extractor_registry.py
← Index redb/extractor_registry.py python
"""
Extractor registry with lazy loading by file type.

Groups extractors by file type (pe, elf, macho, apk) and only imports
the relevant group when that file type is first encountered. This avoids
loading heavy dependencies (pefile, lief, androguard, etc.) into workers
that don't need them.
"""
import importlib
import logging

logger = logging.getLogger(__name__)

# Registry: group name -> list of (module_path, class_names)
_REGISTRY = {
    "pe": [
        ("redb.extractors.pe_extractors", [
            "PEFeaturesExtractor",
            "PEImportExtractor",
            "PEResourceExtractor",
            "PEOverlayExtractor",
            "PESectionExtractor",
            "PESignatureExtractor",
            "PEExtraFindings",
            "PEInconstistencyTestsExtractor",
            "PEDotNetExtractor",
        ]),
    ],
    "elf": [
        ("redb.extractors.elf_extractors", [
            "ELFFeaturesExtractor",
            "ELFSegmentExtractor",
            "ELFSectionExtractor",
            "ELFDependencyExtractor",
            "ELFSymbolExtractor",
            "ELFImportExtractor",
            "ELFExportExtractor",
            "ELFRelocationExtractor",
            "ELFNotesExtractor",
        ]),
    ],
    "macho": [
        ("redb.extractors.macho_extractors", [
            "MachOFeaturesExtractor",
            "MachOSegmentExtractor",
            "MachOImportExtractor",
            "MachOExportExtractor",
            "MachODylibExtractor",
            "MachOSignatureExtractor",
        ]),
    ],
    "apk": [
        ("redb.extractors.apk_extractors", [
            "APKFeaturesExtractor",
            "APKManifestExtractor",
            "APKPermissionsExtractor",
            "APKSignatureExtractor",
            "APKDexExtractor",
            "APKResourceExtractor",
            "APKNativeLibExtractor",
            "APKInconsistencyTestsExtractor",
        ]),
        ("redb.extractors.decompiler.DecompileAPK", [
            "DecompileAPK",
        ]),
    ],
    "js": [
        ("redb.extractors.js_extractors", [
            "JSFeaturesExtractor",
            "JSSuspiciousAPIsExtractor",
            "JSStringsExtractor",
            "JSDeobfuscationExtractor",
            "JSContentExtractor",
        ]),
    ],
}

# Map filetype labels (from Magika) to registry group names
FILETYPE_TO_GROUP = {
    "pebin": "pe",
    "elf": "elf",
    "macho": "macho",
    "apk": "apk",
    "javascript": "js",
}

# Cache: group name -> {class_name: class}
_group_cache = {}


def _load_group(group_name):
    """Import all extractors for a group. Cached after first call."""
    if group_name in _group_cache:
        return _group_cache[group_name]

    logger.debug(f"Loading extractor group: {group_name}")

    # Suppress androguard logging before importing APK extractors
    if group_name == "apk":
        from loguru import logger as loguru_logger
        loguru_logger.disable("androguard")

    classes = {}
    for module_path, class_names in _REGISTRY[group_name]:
        mod = importlib.import_module(module_path)
        for name in class_names:
            classes[name] = getattr(mod, name)

    _group_cache[group_name] = classes
    return classes


def get_filetype_modules(filetype):
    """Get the list of format-specific extractor classes for a filetype.

    Returns only analysis extractors (excludes decompilers like DecompileAPK).
    """
    group = FILETYPE_TO_GROUP.get(filetype)
    if not group:
        return []
    classes = _load_group(group)
    return [cls for name, cls in classes.items() if not name.startswith("Decompile")]


def get_extractor_class(name):
    """Look up a single extractor class by name across all groups.

    Checks cached groups first, then loads groups on demand.
    """
    # Check already-loaded groups first
    for group_classes in _group_cache.values():
        if name in group_classes:
            return group_classes[name]

    # Search all groups (triggers lazy loading)
    for group_name in _REGISTRY:
        classes = _load_group(group_name)
        if name in classes:
            return classes[name]

    return None