Imma Boada

78 papers B 4C 3Misc 3Journal 46Unranked 22
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comput. Biol. Medicine
Pau Xiberta, Màrius Vila, Marc Ruiz, Adrià Julià i Juanola, Josep Puig, Joan Carles Vilanova, Imma Boada
2025 J jnl
Comput. Biol. Medicine
Pau Xiberta, Màrius Vila, Marc Ruiz, Adrià Julià i Juanola, Josep Puig, Joan Carles Vilanova, Imma Boada
2025 J jnl
Br. J. Educ. Technol.
Xavier García, Elena Domene, Xabier Goenaga, Antonio Rodríguez-Benítez, Mar Satorras, Vicenç Acuña, Ariadna Martínez-Ruiz, Imma Boada, Lluís Corominas
2024 J jnl
IEEE Access
David Quintana, Antonio Rodríguez, Imma Boada
2024 conf
GALA
Jan Sau, Imma Boada, Aleix Dorca Josa, Laura Sánchez-Pascuala Gómez
2024 J jnl
IEEE Access
Imma Boada, Antonio Rodríguez, Xavier García, Vicenç Acuña, Lluís Corominas
2024 J jnl
Virtual Real.
David Quintana, Antonio Rodríguez, Mateu Sbert, Yolanda Silva, Elisvan Rufino, Imma Boada
2023 J jnl
Int. J. Medical Informatics
Antonio Rodríguez, Jaime Aboal, Pablo Loma-Osorio, Rafel Ramos, Imma Boada
2023 J jnl
IEEE Access
Antonio Rodríguez, Miguel Chover, Imma Boada
2022 J jnl
IEEE Access
David Quintana, Antonio Rodríguez, Imma Boada
2022 J jnl
IEEE Trans Autom. Sci. Eng.
Núria Banús, Imma Boada, Pau Xiberta, Pol Toldrà
2022 J jnl
Int. J. Serious Games
Imma Boada, Antonio Rodríguez-Benítez, Berta Llenas, Pau Xiberta
2022 J jnl
IEEE Access
Pau Xiberta, Santiago Thió-Henestrosa, Joan Fontàs, Imma Boada
2021 J jnl
IEEE Access
Núria Banús, Imma Boada, Anton Bardera, Pol Toldrà
2021 J jnl
Sensors
Oriol Vila, Imma Boada, David Raba, Esteve Farres
2020 J jnl
J. Medical Syst.
Pau Xiberta, Imma Boada, Santiago Thió-Henestrosa, Pedro Ortuño, Salvador Pedraza
2020 J jnl
Int. J. Medical Informatics
Marc Ruiz, Adrià Julià, Imma Boada
2018 J jnl
Multim. Tools Appl.
Antonio Rodríguez-Benítez, Imma Boada, Mateu Sbert
2018 J jnl
Br. J. Educ. Technol.
Antonio Rodríguez-Benítez, Imma Boada, Santiago Thió-Henestrosa, Mateu Sbert
2018 J jnl
Comput. Electron. Agric.
Pau Xiberta, Anton Bardera, Imma Boada, Marina Gispert, Albert Brun, Maria Font-i-Furnols
2018 J jnl
Comput. Methods Programs Biomed.
Imma Boada, Antonio Rodríguez-Benítez, Santiago Thió-Henestrosa, Josep Olivet, Josep Soler
2018 J jnl
Entropy
Ester Bonmati, Anton Bardera, Miquel Feixas, Imma Boada
2017 J jnl
Comput. Electron. Agric.
Pau Xiberta, Imma Boada, Anton Bardera, Maria Font-i-Furnols
2017 J jnl
Comput. Methods Programs Biomed.
Ester Bonmati, Anton Bardera, Imma Boada
2017 J jnl
Entropy
Anton Bardera, Roger Bramon, Marc Ruiz, Imma Boada
2016 J jnl
Int. J. Comput. Games Technol.
Imma Boada, Antonio Rodríguez-Benítez, Juan Manuel García-González, Santiago Thió-Henestrosa, Mateu Sbert
2016 J jnl
Comput. Methods Programs Biomed.
Pau Xiberta, Imma Boada
2015 J jnl
Pattern Anal. Appl.
Ester Bonmati, Anton Bardera, Imma Boada, Miquel Feixas, Mateu Sbert
2015 J jnl
Comput. Methods Programs Biomed.
Imma Boada, Antonio Rodríguez-Benítez, Juan Manuel García-González, Josep Olivet, Vicenç Carreras, Mateu Sbert
2014 conf
CoSECivi
Mateu Sbert, Imma Boada, Voravika Wattanasoontorn, Antonio Rodríguez-Benítez, Juan Manuel García-González, Encarna Soto
2014 B conf
ICIP
Anton Bardera, Imma Boada, Albert Brun, Maria Font-i-Furnols, Marina Gispert
2013 conf
SGDA
Voravika Wattanasoontorn, Milán Magdics, Imma Boada, Mateu Sbert
2013 J jnl
Comput. Graph. Forum
Roger Bramon, Marc Ruiz, Anton Bardera, Imma Boada, Miquel Feixas, Mateu Sbert
2013 J jnl
IEEE J. Biomed. Health Informatics
Roger Bramon, Marc Ruiz, Anton Bardera, Imma Boada, Miquel Feixas, Mateu Sbert
2013 J jnl
Entertain. Comput.
Voravika Wattanasoontorn, Imma Boada, Rubén Jesús García, Mateu Sbert
2013 C conf
Healthcom
Claudio D. Gasparini, Victor Torres-Padrosa, Imma Boada, José-Luis Marzo
2012 J jnl
Neuroinformatics
Ferran Prados, Imma Boada, Miquel Feixas, Alberto Prats-Galino, Gerard Blasco, Josep Puig, Salvador Pedraza
2012 J jnl
IEEE Trans. Vis. Comput. Graph.
Roger Bramon, Imma Boada, Anton Bardera, Joaquim Rodriguez, Miquel Feixas, Josep Puig, Mateu Sbert
2012 conf
VS-GAMES
Voravika Wattanasoontorn, Imma Boada, Carles Blavi, Mateu Sbert
2011 C conf
FIE
Ferran Prados, Josep Soler, Imma Boada, Jordi Poch
2011 J jnl
IEEE Trans. Vis. Comput. Graph.
Marc Ruiz, Anton Bardera, Imma Boada, Ivan Viola, Miquel Feixas, Mateu Sbert
2011 J jnl
Graph. Model.
Anton Bardera, Imma Boada, Miquel Feixas, Jaume Rigau, Mateu Sbert
2010 J jnl
Int. J. Emerg. Technol. Learn.
Josep Soler, Imma Boada, Ferran Prados, Jordi Poch, Ramón Fabregat
2010 J jnl
Inf. Sci.
Anton Bardera, Miquel Feixas, Imma Boada, Mateu Sbert
2010 conf
CAe
Marc Ruiz, Imma Boada, Miquel Feixas, Mateu Sbert
2010 J jnl
Comput. Graph.
Marc Ruiz, Imma Boada, Miquel Feixas, Mateu Sbert
2010 J jnl
Vis. Comput.
Marc Ruiz, László Szirmay-Kalos, Tamás Umenhoffer, Imma Boada, Miquel Feixas, Mateu Sbert
2009 J jnl
J. Signal Process. Syst.
Anton Bardera, Imma Boada, Miquel Feixas, Mateu Sbert
2009 J jnl
IEEE Trans. Image Process.
Anton Bardera, Jaume Rigau, Imma Boada, Miquel Feixas, Mateu Sbert
2009 J jnl
Comput. Medical Imaging Graph.
Anton Bardera, Imma Boada, Miquel Feixas, Sebastian Remollo, Gerard Blasco, Yolanda Silva, Salvador Pedraza
2008 J jnl
Int. J. Comput. Math.
Imma Boada, Narcís Coll, Narcis Madern, Joan Antoni Sellarès
2008 conf
Digital Mammography / IWDM
Albert Torrent, Anton Bardera, Arnau Oliver, Jordi Freixenet, Imma Boada, Miguel Feixes, Robert Marti, Xavier Lladó, Josep Pont, Elsa Pérez, Salvador Pedraza, Joan Martí
2008 conf
VG/PBG@SIGGRAPH
Marc Ruiz, Imma Boada, Ivan Viola, Stefan Bruckner, Miquel Feixas, Mateu Sbert
2008 conf
Smart Graphics
Marc Ruiz, Ivan Viola, Imma Boada, Stefan Bruckner, Miquel Feixas, Mateu Sbert
2007 conf
ICCSA (2)
Josep Soler, Imma Boada, Ferran Prados, Jordi Poch, Ramón Fabregat
2007 conf
ICCSA (2)
Ferran Prados, Imma Boada, Miquel Feixas, Alberto Prats, Gerard Blasco, Salvador Pedraza, Josep Puig
2007 conf
IbPRIA (2)
Anton Bardera, Miquel Feixas, Imma Boada, Jaume Rigau, Mateu Sbert
2006 B conf
CBMS
Ferran Prados, Anton Bardera, Mateu Sbert, Imma Boada, Miquel Feixas
2006 conf
ICCSA (1)
Ferran Prados, Imma Boada, Josep Soler, Jordi Poch
2006 B conf
ISIT
Anton Bardera, Miquel Feixas, Imma Boada, Mateu Sbert
2006 conf
WBIR
Anton Bardera, Miquel Feixas, Imma Boada, Mateu Sbert
2006 conf
WBIR
Anton Bardera, Miquel Feixas, Imma Boada, Jaume Rigau, Mateu Sbert
2005 C conf
EuroCG
Imma Boada, Narcís Coll, Narcis Madern, Joan Antoni Sellarès
2005 conf
ICIP (1)
Anton Bardera, Miquel Feixas, Imma Boada, Mateu Sbert
2004 J jnl
Future Gener. Comput. Syst.
Imma Boada
2004 conf
MICCAI (1)
Jaume Rigau, Miquel Feixas, Mateu Sbert, Anton Bardera, Imma Boada
2004 Misc conf
International Conference on Computational Science
Imma Boada, Narcís Coll, Joan Antoni Sellarès
2004 B conf
Image Processing
Anton Bardera, Miquel Feixas, Imma Boada
2003 J jnl
Comput. Graph.
Imma Boada, Isabel Navazo
2003 conf
ICCSA (3)
Imma Boada, Narcís Coll, Joan Antoni Sellarès
2003 conf
ICCSA (3)
Imma Boada, Isabel Navazo
2002 conf
CCCG
Imma Boada, Narcís Coll, Joan Antoni Sellarès
2002 Misc conf
International Conference on Computational Science (2)
Imma Boada, Isabel Navazo
2002 conf
Eurographics (Short Presentations)
Narcís Coll, Imma Boada, Joan Antoni Sellarès
2001 conf
SCCG
Imma Boada, Isabel Navazo
2001 conf
VMV
Imma Boada, Isabel Navazo
2001 J jnl
Vis. Comput.
Imma Boada, Isabel Navazo, Roberto Scopigno
2000 Misc conf
WSCG
Imma Boada, Isabel Navazo, Roberto Scopigno
start.py
← Index start.py python
"""
# By repository (existing behavior, now uses repository_upload_sessions)
python start.py --s3 --repo bazaar --index_prefix redb

# By repository with notes filter
python start.py --s3 --repo vx-itw --s3-notes "ITW.0138" --index_prefix redb

# By single date (all repo samples first seen on Jan 15, 2025)
python start.py --date 2025-01-15 --index_prefix redb

# By date with repository filter
python start.py --date 2025-01-15 --repo bazaar --index_prefix redb

# By date range (inclusive)
python start.py --range 2025-01-01 2025-01-31 --index_prefix redb

# By date range with repository and notes filters
python start.py --range 2025-01-01 2025-01-31 --repo malshare --s3-notes "batch1" --index_prefix redb

# By filetype (magika) standalone - process all ELF samples across all repos
python start.py --s3 --magika elf --index_prefix redb

# By filetype with repository filter
python start.py --s3 --repo bazaar --magika elf --index_prefix redb

# By filetype with date range - process only PE samples in date range
python start.py --range 2025-01-01 2025-01-31 --magika pebin --index_prefix redb
"""

import argparse
import os
import sys
from datetime import datetime, timedelta
from redb.ingestor import *

"""
        # General modules
        'BasicPropertiesExtractor': BasicPropertiesExtractor,
        'HashExtractor': HashExtractor,
        'DIEExtractor': DIEExtractor,
        'CAPAExtractor': CAPAExtractor,
        'StringsExtractor': StringsExtractor,
        # PE modules
        'PEFeaturesExtractor': PEFeaturesExtractor,
        'PEImportExtractor': PEImportExtractor,
        'PEResourceExtractor': PEResourceExtractor,
        'PEOverlayExtractor': PEOverlayExtractor,
        'PESectionExtractor': PESectionExtractor,
        'PESignatureExtractor': PESignatureExtractor,
        'PEExtraFindings': PEExtraFindings,
        'PEInconstistencyTestsExtractor': PEInconstistencyTestsExtractor,
        'PEDotNetExtractor': PEDotNetExtractor,
"""


def main():
    # # path = "/mnt/samples/consilience/malware/test/test-unzipped/0242d90dc48a8931bad72ddbdba34bdd568fd30610dfe049c84968d425088c71/"
    # path = "/Users/p4c0/_samples/test-unzipped/0242d90dc48a8931bad72ddbdba34bdd568fd30610dfe049c84968d425088c71" #Stuxnet
    # # path = "/Volumes/backup/consilience/malware/test/test-unzipped/rhpv-673f91a2085358e3266f466845366f30cf741060edeb31e9a93e2c92033bba28"
    # # path = "/mnt/samples/consilience/malware/test/test-redb/"
    # # path = "/mnt/samples/consilience/malware/malpedia-pe/9bc81280113473de9ebfe54f689b4440287c37fff562e070d3a28f5269cadcf0_dump7_0x00400000"
    # # path = "/mnt/samples/consilience/malware/test/test-unzipped/379251974ebcd5c397f92ca45bb9620d"
    # path = "0242d90dc48a8931bad72ddbdba34bdd568fd30610dfe049c84968d425088c71" # rich header, UPX packer
    # # #path = "d8637bdbcfc9112fcb1f0167b398e771" #dotnet
    # path = "/Users/p4c0/_samples/test-unzipped/sig-8e035beb02a411f8a9e92d4cf184ad34f52bbd0a81a50c222cdd4706e4e45104" #code signed, protector use case for sections
    # path = "/Users/p4c0/_samples/test-unzipped/vsinfo-39d8ad95b0323c37bd3134ab93ac4af44c66a1a8443a41c1ac02cec19bb2816a"
    # # path = "/Volumes/backup/consilience/malware/_sorted_samples/vx-apt/pebin/69e679daaaff3832c39671bf2b813b5530a70fb763d381f9a6e22e3bc493c8a9.7z"
    # # path = "test_files/hello"
    # path = "/Volumes/backup/consilience/malware/test/test-re2db/"
    # # path = "/Users/p4c0/_samples/HEUR-Trojan-PSW.MSIL.Maslog.gen-0c9ae5cd740c1da7060b92ddb33f3a3893e361aad45a2accc64d43bd9a1a4106"
    # # path = "/Users/p4c0/_samples/test-unzipped/"
    # # # path = "/Volumes/backup/consilience/malware/_sorted_samples/vx-apt/pebin/7156bd8056c4b6b4e179a64370067d3f7a7cce0044f1352d41f3c2c73038d273.7z"
    # decompile = False
    # repo = "test-fixing"
    # index_prefix = "test4"
    # selected_modules = "all"
    # exporter_types = ['ClickHouse']

    # parser = argparse.ArgumentParser(
    #     description="Process binary files in a given path."
    # )
    # parser.add_argument("path", 
    #     help="File path, directory path, or path to a .txt file containing a list of files to process (one per line)")
    # parser.add_argument(
    #     "--repo", help="Repository name for sample source, used for loggfile name"
    # )
    # parser.add_argument("--index_prefix", help="Index prefix for ElasticSearch")
    # parser.add_argument(
    #     "-d",
    #     "--decompile",
    #     action="store_true",
    #     help="Optional flag, if set it will run ONLY the decompiler on the binary files",
    # )
    # parser.add_argument(
    #     "-m",
    #     "--modules",
    #     help="Comma-separated list of modules to run (e.g., 'BasicPropertiesExtractor,HashExtractor') or 'all' for all modules",
    #     default="all",
    # )
    # args = parser.parse_args()
    # path = args.path
    # index_prefix = args.index_prefix
    # decompile = args.decompile
    # repo = args.repo
    # selected_modules = args.modules

    # print(f"Decompile flag: {decompile}")
    # print(f"Repo: {repo}")
    # print(f"Selected modules: {selected_modules}")
    
    # if path.endswith('.txt'):
    #     print(f"Reading file list from: {path}")

    # Ingestor(path, decompile, repo, index_prefix, selected_modules).ingest()

    parser = argparse.ArgumentParser(
        description="Process binary files from local paths or S3 storage."
    )
    
    # Create a mutually exclusive group for input sources
    # Not required because --analyzed can be used standalone
    input_group = parser.add_mutually_exclusive_group(required=False)
    input_group.add_argument(
        "--path", 
        help="File path, directory path, or path to a .txt file containing a list of files to process (one per line)")
    input_group.add_argument(
        "--s3",
        action="store_true",
        help="Use S3 mode to fetch files from repository specified by --repo")
    input_group.add_argument(
        "--s3-solo",
        metavar="S3_KEY",
        help="Process a single S3 file by providing the S3 key (e.g., 09/f7/09f7d02a....zip)")
    input_group.add_argument(
        "--nomad-job",
        action="store_true",
        help="Run as Nomad job using environment variables for job parameters")
    input_group.add_argument(
        "--date",
        metavar="YYYY-MM-DD",
        help="Process samples first seen on a specific date (from repository_upload_sessions only)")
    input_group.add_argument(
        "--range",
        nargs=2,
        metavar=("START_DATE", "END_DATE"),
        help="Process samples first seen in a date range (inclusive, from repository_upload_sessions only). Format: YYYY-MM-DD YYYY-MM-DD")
    parser.add_argument(
        "--analyzed",
        action="store_true",
        help="Filter to samples already in the database (from basic_properties). "
             "Can be used standalone or combined with --range/--date to partition large runs")

    parser.add_argument(
        "--repo",
        required=False,
        help="Repository name for sample source, used for logging and S3 filtering (optional for --date/--range modes)")
    
    parser.add_argument(
        "--s3-notes",
        help="Optional filter for S3 files based on notes field (S3 mode only)")

    parser.add_argument(
        "--magika",
        help="Filter by filetype_magika (e.g., 'elf', 'pebin'). Overrides SUPPORTED_FORMATS env var. Can combine with --repo, --date, --range")

    parser.add_argument(
        "--index_prefix", default="redb",
        help="Index prefix for database (default: redb)")
    
    parser.add_argument(
        "-d",
        "--decompile",
        action="store_true",
        help="Optional flag, if set it will run ONLY the decompiler on the binary files",
    )

    parser.add_argument(
        "-y",
        "--yara",
        action="store_true",
        help="Optional flag, if set it will run ONLY the YARA scanner on the binary files",
    )

    parser.add_argument(
        "--with-yara",
        action="store_true",
        help="Add YARA scanning to feature extraction (runs both features and YARA)",
    )

    parser.add_argument(
        "-m",
        "--modules",
        help="Comma-separated list of modules to run (e.g., 'BasicPropertiesExtractor,HashExtractor') or 'all' for all modules",
        default="all",
    )

    parser.add_argument(
        "--decompile-modules",
        help="Comma-separated list of decompiler sub-modules to run when using -d/--decompile. "
             "Available: decompilation, disassembly, cfg, llil, strings, or 'all' (default: all)",
        default="all",
    )
    
    parser.add_argument(
        "--force",
        action="store_true",
        help="Force reprocessing of samples already in the database (bypasses deduplication check)",
    )

    parser.add_argument(
        "--rerun",
        action="store_true",
        help="Re-run decompiler modules on already-disassembled samples only. "
             "Queries code_binja_disassembled_functions_references instead of basic_properties. "
             "Requires --analyzed and --decompile.",
    )

    parser.add_argument(
        "--dry-run",
        action="store_true",
        help="Print results instead of uploading to database (useful for testing)",
    )
    
    args = parser.parse_args()

    # Extract arguments
    path = args.path
    index_prefix = args.index_prefix
    decompile = args.decompile
    yara_scan = args.yara
    with_yara = args.with_yara
    repo = args.repo
    selected_modules = args.modules
    decompile_modules = args.decompile_modules
    s3_mode = args.s3
    s3_notes = args.s3_notes
    magika_filter = args.magika
    dry_run = args.dry_run
    force = args.force
    rerun = args.rerun
    s3_solo = args.s3_solo
    s3_key = args.s3_solo if args.s3_solo else None
    nomad_job = args.nomad_job
    analyzed = args.analyzed
    date_filter = args.date
    date_range = args.range

    # Validate that at least one input source is provided
    has_input = any([path, s3_mode, s3_solo, nomad_job, date_filter, date_range, analyzed])
    if not has_input:
        print("ERROR: Must specify an input source: --path, --s3, --s3-solo, --nomad-job, --date, --range, or --analyzed")
        sys.exit(1)

    # Validate --analyzed combinations
    if analyzed and any([path, s3_mode, s3_solo, nomad_job]):
        print("ERROR: --analyzed cannot be combined with --path, --s3, --s3-solo, or --nomad-job")
        sys.exit(1)

    # Validate flag combinations
    if yara_scan and with_yara:
        print("ERROR: Cannot use both --yara and --with-yara")
        sys.exit(1)
    if decompile and with_yara:
        print("ERROR: --with-yara only works with feature extraction, not decompile")
        sys.exit(1)

    # Parse and validate --decompile-modules
    VALID_DECOMPILE_MODULES = {"all", "decompilation", "disassembly", "cfg", "llil", "strings"}
    if decompile_modules == "all":
        decompile_modules_set = {"all"}
    else:
        decompile_modules_set = {m.strip() for m in decompile_modules.split(",")}
        invalid = decompile_modules_set - VALID_DECOMPILE_MODULES
        if invalid:
            print(f"ERROR: Invalid decompile module(s): {', '.join(sorted(invalid))}")
            print(f"Available: {', '.join(sorted(VALID_DECOMPILE_MODULES - {'all'}))}")
            sys.exit(1)

    if not decompile and decompile_modules != "all":
        print("ERROR: --decompile-modules requires -d/--decompile flag")
        sys.exit(1)

    if rerun and not analyzed:
        print("ERROR: --rerun requires --analyzed flag")
        sys.exit(1)
    if rerun and not decompile:
        print("ERROR: --rerun requires -d/--decompile flag")
        sys.exit(1)

    if rerun and force:
        print("ERROR: --rerun and --force are mutually exclusive. "
              "--rerun targets already-disassembled samples, --force targets all analyzed samples.")
        sys.exit(1)

    # Validate and parse date arguments
    start_date = None
    end_date = None

    if date_filter:
        # Single date mode: process samples from that day
        try:
            parsed_date = datetime.strptime(date_filter, "%Y-%m-%d")
            start_date = date_filter
            # End date is the next day (exclusive)
            end_date = (parsed_date + timedelta(days=1)).strftime("%Y-%m-%d")
        except ValueError:
            print(f"ERROR: Invalid date format '{date_filter}'. Use YYYY-MM-DD")
            sys.exit(1)

    if date_range:
        # Date range mode: process samples between start and end dates
        try:
            start_date = date_range[0]
            datetime.strptime(start_date, "%Y-%m-%d")  # Validate format
            parsed_end = datetime.strptime(date_range[1], "%Y-%m-%d")
            # End date is the day after the provided end date (to make it inclusive)
            end_date = (parsed_end + timedelta(days=1)).strftime("%Y-%m-%d")
        except ValueError:
            print(f"ERROR: Invalid date format in range '{date_range}'. Use YYYY-MM-DD YYYY-MM-DD")
            sys.exit(1)

    # Validate required parameters based on mode
    if nomad_job or s3_solo:
        # For nomad job and s3-solo modes, set default repo if not provided (used for log filename)
        if not repo:
            repo = "s3-solo" if s3_solo else "nomad-worker"
    elif analyzed:
        # For analyzed mode, repo is optional (used for logging only)
        if not repo:
            repo = "analyzed"
    elif date_filter or date_range:
        # For date/range modes, repo is optional (used for filtering within date range)
        # Set a default repo name for logging if not provided
        if not repo:
            repo = "date-range"
    elif s3_mode and magika_filter and not repo:
        # For S3 mode with magika filter, repo is optional (query all repos for that filetype)
        repo = "all-repos"
    elif not s3_mode and path:
        # For local mode, repo is required
        if not repo:
            print("ERROR: --repo is required for local mode")
            sys.exit(1)
    elif s3_mode and not repo:
        # For S3 mode without magika filter, repo is required
        print("ERROR: --repo is required for S3 catalog mode (or use --magika to query all repos)")
        sys.exit(1)

    print(f"Decompile flag: {decompile}")
    if decompile and decompile_modules != "all":
        print(f"Decompile modules: {', '.join(sorted(decompile_modules_set))}")
    print(f"YARA scan flag: {yara_scan}")
    print(f"With YARA flag: {with_yara}")
    print(f"Repo: {repo}")
    print(f"Selected modules: {selected_modules}")
    print(f"Dry run mode: {dry_run}")
    print(f"Force reprocessing: {force}")
    print(f"S3 solo mode: {s3_solo}")
    print(f"Nomad job mode: {nomad_job}")
    if magika_filter:
        print(f"Magika filter: {magika_filter}")
    if start_date:
        print(f"Date filter: {start_date} to {end_date}")
    if rerun:
        print(f"Rerun mode: targeting already-disassembled samples from code_binja_disassembled_functions_references")
    if analyzed:
        print(f"Analyzed mode: processing already-analyzed samples from basic_properties")

    if analyzed and not (date_filter or date_range):
        # Analyzed mode (standalone): process samples already in basic_properties via S3
        print(f"Processing already-analyzed samples from {index_prefix}_basic_properties")
        if magika_filter:
            print(f"Filetype filter: {magika_filter}")
        Ingestor(
            path=None,
            decompile=decompile,
            yara_scan=yara_scan,
            with_yara=with_yara,
            repository=repo or "analyzed",
            index_prefix=index_prefix,
            selected_modules=selected_modules,
            s3_mode=True,
            magika_filter=magika_filter,
            dry_run=dry_run,
            force=force,
            analyzed=True,
            decompile_modules=decompile_modules_set,
            rerun=rerun,
        ).ingest()

    elif date_filter or date_range:
        # Date-based S3 mode
        print(f"Date-based S3 mode enabled")
        if analyzed:
            print(f"Filtered to already-analyzed samples in {index_prefix}_basic_properties")
        if repo and repo != "date-range":
            print(f"Repository filter: {repo}")
        if s3_notes:
            print(f"Notes filter: {s3_notes}")
        Ingestor(
            path=None,
            decompile=decompile,
            yara_scan=yara_scan,
            with_yara=with_yara,
            repository=repo,
            index_prefix=index_prefix,
            selected_modules=selected_modules,
            s3_mode=True,
            s3_notes=s3_notes,
            magika_filter=magika_filter,
            dry_run=dry_run,
            force=force,
            start_date=start_date,
            end_date=end_date,
            analyzed=analyzed,
            decompile_modules=decompile_modules_set,
        ).ingest()

    elif s3_solo:
        # Process a single S3 file using S3 key provided as argument
        print(f"Starting S3 solo mode with S3 key: {s3_key}")

        # Override with environment variables if not provided via command line
        if not index_prefix:
            index_prefix = os.getenv('INDEX_PREFIX', 'redb')
        if not repo:
            repo = os.getenv('REPO', 's3-solo')

        # Validate required parameters
        if not s3_key:
            print("ERROR: S3 key is required for S3-solo mode")
            sys.exit(1)

        # Extract hash from S3 key by splitting and taking the last chunk
        # S3 key format examples:
        # - 09/f7/09f7d02a3c2382199458c98a62b045145ee54ab6aba86166aecf3d10c3c1444c.zip
        # - private/ab/cd/abcd1234567890abcdef1234567890abcdef1234567890abcdef123456.zip
        try:
            # Remove .zip extension and split by '/'
            sample_hash = s3_key.replace('.zip', '').split('/')[-1]
        except Exception as e:
            print(f"ERROR: Failed to extract hash from S3 key {s3_key}: {e}")
            sys.exit(1)

        print(f"S3 Key: {s3_key}")
        print(f"Extracted hash: {sample_hash}")
        print(f"Using index_prefix: {index_prefix}")
        print(f"Using repo: {repo}")
        print(f"Dry run mode: {dry_run}")
        print(f"Selected modules: {selected_modules}")

        # Use ingestor with S3-solo mode
        Ingestor(
            path=None,
            decompile=decompile,
            yara_scan=yara_scan,
            with_yara=with_yara,
            repository=repo,
            index_prefix=index_prefix or "s3_solo",
            selected_modules=selected_modules,
            s3_mode=True,
            s3_solo=True,
            s3_solo_hash=sample_hash,
            s3_solo_key=s3_key,
            dry_run=dry_run,
            force=force,
            decompile_modules=decompile_modules_set,
        ).ingest()

    elif nomad_job:
        # Run as Nomad job using environment variables - convert to S3-solo mode
        print("Starting Nomad job processor...")
        
        # Process Nomad environment variables
        job_id = os.getenv('JOB_ID')
        s3_key = os.getenv('S3_KEY')
        worker_type = os.getenv('WORKER_TYPE')
        callback_url = os.getenv('CALLBACK_URL')
        modules = os.getenv('ANALYSIS_MODULES', 'all')
        
        # Validate required parameters
        if not all([job_id, s3_key, worker_type, callback_url]):
            print("ERROR: Missing required Nomad job parameters")
            print("Required: JOB_ID, S3_KEY, WORKER_TYPE, CALLBACK_URL")
            sys.exit(1)
        
        print(f"Job ID: {job_id}")
        print(f"S3 Key: {s3_key}")
        print(f"Worker Type: {worker_type}")
        print(f"Callback URL: {callback_url}")
        print(f"Analysis Modules: {modules}")
        
        # Extract hash from S3 key (remove sharding structure and .zip extension)
        # S3 key format: 09/f7/09f7d02a3c2382199458c98a62b045145ee54ab6aba86166aecf3d10c3c1444c.zip
        # Extract: 09f7d02a3c2382199458c98a62b045145ee54ab6aba86166aecf3d10c3c1444c
        try:
            parts = s3_key.split('/')
            if len(parts) == 3:
                sample_hash = parts[2].replace('.zip', '')
            else:
                # Fallback for non-sharded keys
                sample_hash = s3_key.replace('.zip', '')
        except Exception as e:
            print(f"ERROR: Failed to extract hash from S3 key {s3_key}: {e}")
            sys.exit(1)
        
        print(f"Extracted hash: {sample_hash}")
        
        # Set decompile flag based on worker type
        decompile = worker_type == 'decompilation'
        
        # Override modules if specified
        if modules != 'all':
            selected_modules = modules
        
        # Use S3-solo mode with extracted hash
        Ingestor(
            path=None,
            decompile=decompile,
            yara_scan=yara_scan,
            with_yara=with_yara,
            repository=repo,
            index_prefix=index_prefix or "nomad",
            selected_modules=selected_modules,
            s3_mode=False,  # Not bulk S3 mode
            s3_solo=True,   # Use S3-solo mode
            s3_solo_hash=sample_hash,
            dry_run=dry_run,
            force=force,
            decompile_modules=decompile_modules_set,
        ).ingest()

        # TODO: Add callback to send results to callback_url
        print(f"[INFO] Nomad job {job_id} completed. Callback URL: {callback_url}")
    
    elif s3_mode:
        print(f"S3 mode enabled")
        if s3_notes:
            print(f"S3 notes filter: {s3_notes}")
        Ingestor(
            path=None,
            decompile=decompile,
            yara_scan=yara_scan,
            with_yara=with_yara,
            repository=repo,
            index_prefix=index_prefix,
            selected_modules=selected_modules,
            s3_mode=True,
            s3_notes=s3_notes,
            magika_filter=magika_filter,
            dry_run=dry_run,
            force=force,
            decompile_modules=decompile_modules_set,
        ).ingest()
    else:
        print(f"Local mode with path: {path}")
        if path.endswith('.txt'):
            print(f"Reading file list from: {path}")

        Ingestor(
            path=path,
            decompile=decompile,
            yara_scan=yara_scan,
            with_yara=with_yara,
            repository=repo,
            index_prefix=index_prefix,
            selected_modules=selected_modules,
            dry_run=dry_run,
            force=force,
            decompile_modules=decompile_modules_set,
        ).ingest()

if __name__ == "__main__":
    main()