Radita Liem

18 papers A 2C 1Misc 1Unranked 10
YearRankTypeTitle / Venue / Authors
2026 conf
SCA/HPC Asia Workshops
Radita Liem, Dlyaver Djebarov
2025 A conf
HPDC
Zoya Masih, Radita Liem, Julian M. Kunkel
2025 Misc conf
HiPC
Adrian Voß, Radita Liem, Julian Kunkel, Jay F. Lofstead, Philip H. Carns, Matthias Müller
2025 conf
IPDPS (Workshops)
Dlyaver Djebarov, Radita Liem, Sarah Neuwirth, Jean Luca Bez, Suren Byna
2025 conf
CLUSTER Workshops
Hadi Ahmad, Radita Liem, Jay F. Lofstead
2024 conf
CLUSTER Workshops
Boris Kosmynin, Radita Liem
2024 conf
e-Energy
Tom Hilgers, Radita Liem
2024 conf
SC Workshops
Christian Terboven, Radita Liem, José Gracia, Kingshuk Haldar, J. F. Engels, Pay Giesselmann, David Brayford, Torsten Wilde, Christian Simmendinger, Marcel Marquardt, Jan Eitzinger, Thomas Gruber
2024 C conf
SBAC-PAD
Dmytro Povaliaiev, Radita Liem, Julian M. Kunkel, Jay F. Lofstead, Philip H. Carns
2024 ed.
PERMAVOST@HPDC
Radita Liem, Ayesha Afzal, Pouya Kousha, Zhaobin Zhu, Joseph Lee
2023 conf
CLUSTER Workshops
Radita Liem, Sebastian Oeste, Jay F. Lofstead, Julian M. Kunkel
2023 ed.
PERMAVOST@HPDC
Connor Scully-Allison, Radita Liem, Ana Veroneze Solorzano, Ayesha Afzal, Pouya Kousha
2022 A conf
HPDC
Radita Liem, Ana Veroneze Solorzano, Connor Scully-Allison
2022 conf
PERMAVOST@HPDC
Radita Liem, Connor Scully-Allison, Ana Veroneze Solorzano, Kristopher Keipert, Rafael Ferreira da Silva, Suraj P. Kesavan, Tirthak Patel
2022 ed.
PERMAVOST@HPDC
Connor Scully-Allison, Radita Liem, Ana Veroneze Solorzano
2021 conf
PERMAVOST@HPDC
Connor Francis Scully-Allison, Radita Liem, Ana Veroneze Solorzano, Jesús Labarta, Guido Juckeland, Lucas Mello Schnorr, Max P. Katz, Olga Pearce
2021 ed.
PERMAVOST@HPDC
Connor Scully-Allison, Radita Liem, Ana Veroneze Solorzano, Jesús Labarta
2021 conf
PDSW@SC
Radita Liem, Dmytro Povaliaiev, Jay F. Lofstead, Julian M. Kunkel, Christian Terboven
redb/utils/sort_files_by_type.py
← Index redb/utils/sort_files_by_type.py python
import os
import sys
from collections import defaultdict
import tempfile
from magika import Magika
import py7zr
import pyzipper
import shutil

"""
This script is used to sort files by their type. 
It reads all the files in the provided directory and splits them into different 
directories based on their type. Mainly, it classifies the files into the following types:
- PE Binaries
- Mach-O Binaries
- ELF Binaries
- APK 
- Other Files

It outputs the count of files for each file extension and file type.

Command line example:
nohup python3 sort_files_by_type.py /mnt/samples/consilience/malware/vx-bazaar-expanded/Bazaar.2020.12 \
    /mnt/samples/consilience/malware/_sorted_samples/vx-bazaar/2020/ > \
    /mnt/samples/consilience/malware/ops-logs/20241014-SORT_FILES-bazaar_2020.12.output.log 2>&1 &
"""


def process_zip_file(filepath):
    print(f"[INFO] - Processing zip file: {filepath}")
    with tempfile.TemporaryDirectory() as temp_dir:
        try:
            with pyzipper.AESZipFile(filepath) as zf:
                zf.pwd = b"infected"
                filename = zf.namelist()[0]
                zf.extractall(temp_dir)
                extracted_zip_path = os.path.join(temp_dir, filename)
                return process_binary_file(extracted_zip_path)
        except Exception as e:
            print(f"[ERR] - Error processing zip file {filepath}: {str(e)}")
            return None


def process_7z_file(filepath):
    print(f"[INFO] - Processing 7z file: {filepath}")
    with tempfile.TemporaryDirectory() as temp_dir:
        try:
            with py7zr.SevenZipFile(filepath, mode="r", password="infected") as z:
                z.extractall(path=temp_dir)
                for root, _, files in os.walk(temp_dir):
                    for file in files:
                        extracted_file_path = os.path.join(root, file)
                        return process_binary_file(extracted_file_path)
        except Exception as e:
            print(f"[ERR] - Error processing 7z file {filepath}: {str(e)}")
            return None


def process_binary_file(filepath):
    print(f"[INFO] - Processing binary file: {filepath}")
    try:
        with open(filepath, "rb") as f:
            data = f.read(512 * 1024)  # 512KB
        return Magika().identify_bytes(data).output.ct_label
    except Exception as e:
        print(f"[ERR] - Error processing binary file {filepath}: {str(e)}")
        return "ERROR"


def count_file_extensions(path, dest_dir):
    # A defaultdict to store file extension counts
    extension_count = defaultdict(int)
    filetype_count = defaultdict(int)
    tot_files = 0

    # Walk through the directory
    for root, dirs, files in os.walk(path):
        for file in files:
            if file.startswith("."):
                continue

            tot_files += 1
            # Split the file extension from the file name
            _, ext = os.path.splitext(file)
            ext = ext.lower()

            # Count the extensions
            extension_count[ext] += 1
            filepath = os.path.join(root, file)
            filetype = ""

            if ext == ".7z":
                filetype = process_7z_file(filepath)
            elif ext == ".zip":
                filetype = process_zip_file(filepath)
            else:
                filetype = process_binary_file(filepath)

            filetype_count[filetype] += 1

            if filetype == "pebin":
                dest = os.path.join(dest_dir, "pebin")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "macho":
                dest = os.path.join(dest_dir, "macho")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "elf":
                dest = os.path.join(dest_dir, "elf")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "apk":
                dest = os.path.join(dest_dir, "apk")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            else:
                dest = os.path.join(dest_dir, "other")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            print(f"[STATUS] - Progres: {tot_files}/{len(files)} files processed")

    # Print the results
    # print("- File Extension Statistics:")
    # for ext, count in extension_count.items():
    #     if ext:  # To exclude files with no extension
    #         print(f"\t{ext}: {count} files")

    # if "" in extension_count:
    #     print(f'\t{extension_count[""]} files with no extension')

    print(f"- Total Number of Files: {tot_files}")
    print("\n- File Type Statistics:")
    for filetype, count in sorted(filetype_count.items()):
        print(f"\t{filetype:<15}{count:>8}")


if __name__ == "__main__":
    # Check if the path was passed as a command-line argument
    if len(sys.argv) != 3:
        print("Usage: python3 script.py <input_path> <dest_dir>")
        sys.exit(1)

    # Get the path from the command-line arguments
    input_path = sys.argv[1]
    dest_dir = sys.argv[2]

    # Check if the provided path is valid
    if not os.path.isdir(input_path):
        print(f"The path '{input_path}' is not a valid directory.")
        sys.exit(1)

    # Call the function to count file extensions
    count_file_extensions(input_path, dest_dir)