import csv import re import pandas as pd import os from tqdm import tqdm from log_utils import setup_logger import time from datetime import datetime def csv_write(data: list): df = pd.DataFrame(data) chunksize = 1000 for i in range(0, len(df), chunksize): df.iloc[i:i + chunksize].to_csv('./out/output.csv', mode='a', header=False, index=False) return True def findOpcode_in_asm_file(content, logger): pattern = r'\t{2}(\w+)\s' result = [] sections = content.read().split("\n\n") over_num_flag = False for item in sections: if item.startswith(';'): continue # if acfg.funcname != 'start' and acfg.funcname != 'start_0' and 'sub_' not in acfg.funcname: # TODO 判断函数是否为外部函数 instructions = re.findall(pattern, item) if instructions and len(instructions) != 1 and instructions[0] != 'retn': instructions_remove_Opcode_list = {'align', 'dp', 'dd', 'db', 'dq'} if not instructions_remove_Opcode_list.isdisjoint(instructions): instructions[:] = [item for item in instructions if item not in instructions_remove_Opcode_list] if len(instructions) > 200: over_num_flag = True logger.info(f"over 200 Opcode is {instructions},list len {len(instructions)}") result.append(instructions[:200]) else: result.append(instructions) none_flag = True if len(result) == 0 else False return over_num_flag, none_flag, result if __name__ == '__main__': start_time = time.time() logger = setup_logger('asm_to_csv', './log/asm_to_csv.log') asm_file_path = os.path.join("D:/bishe/dataset/infected/infected_asm/") file_list = os.listdir(asm_file_path) Opcode_list = [] none_Opcode_list = [] done_file_num = 0 for file in file_list: try: with open(asm_file_path + file, 'r', errors='ignore') as asm_file: over_flag, flag, result = findOpcode_in_asm_file(asm_file, logger) if flag: logger.warning(f"file {file} Opcode is empty") continue else: if over_flag: logger.info(f"file {file} Opcode num is over 200") Opcode_list.extend(result) done_file_num += 1 if len(Opcode_list) > 50000: print("*======================start write==================================*") write_res = csv_write(Opcode_list) Opcode_list.clear() print("list clear") print(f"done {done_file_num} files") print("*=================write to csv success==============================*") except Exception as e: print(f"Error processing file {file}: {e}") if len(Opcode_list) > 0: print("*======================start write==================================*") write_res = csv_write(Opcode_list) Opcode_list.clear() print("list clear") print(f"done {done_file_num} files") print("*=================write to csv success==============================*") logger.debug(f"none Opcode file list {none_Opcode_list} ") end_time = time.time() print(f"Done processing {done_file_num} files") print(f"Total time: {end_time - start_time} " f"seconds, start at :{datetime.fromtimestamp(start_time).strftime('%Y-%m-%d %H:%M:%S')}")