from os import * import psutil from utils.log.trans_log import logger def print_memory_usage(detail=""): # 获取当前进程ID pid = getpid() # 获取进程信息 py = psutil.Process(pid) # 获取内存信息 memory_info = py.memory_info() # RSS (Resident Set Size) 是进程实际占用的物理内存大小 memory_usage_rss = memory_info.rss # VMS (Virtual Memory Size) 是进程使用的虚拟内存大小 memory_usage_vms = memory_info.vms # 将字节转换为更易读的单位 memory_usage_rss_mb = memory_usage_rss / (1024 ** 2) memory_usage_vms_mb = memory_usage_vms / (1024 ** 2) logger.info(f"{detail},Memory usage (RSS): {memory_usage_rss_mb:.2f} MB") logger.info(f"{detail},Memory usage (VMS): {memory_usage_vms_mb:.2f} MB") def get_cpu_count(): return psutil.cpu_count() def get_available_cpu_count_with_percent(percent: float = 1): cpu_count = get_cpu_count() return int(cpu_count * percent) def get_file_size(file_path): return path.getsize(file_path) def get_dir_size(dir_path): return sum(get_file_size(path.join(dir_path, file)) for file in listdir(dir_path) if path.isfile(path.join(dir_path, file))) def get_available_memory_with_percent(percent: float = 1): memory_info = psutil.virtual_memory() return int(memory_info.available * percent) def get_max_file_size(file_paths: list[str]): max_size = 0 for file_path in file_paths: file_size = get_file_size(file_path) if file_size > max_size: max_size = file_size return max_size def use_files_get_max_cpu_count(file_paths: list[str], memory_percent: float = 1 / 12, cpu_percent: float = 2 / 5): max_file_size = get_max_file_size(file_paths) free_memory = get_available_memory_with_percent(memory_percent) count = int(free_memory / max_file_size) max_cpu_count = get_available_cpu_count_with_percent(cpu_percent) result = count if count <= max_cpu_count else max_cpu_count if result == 0: result = 1 if result > len(file_paths): result = len(file_paths) logger.info(f"总文件数:{len(file_paths)},获取最大文件大小:{str(round(max_file_size / 2 ** 20, 2))}M" f"可用内存:{str(get_available_memory_with_percent(1) / 2 ** 20)}M" f"总CPU数:{get_cpu_count()}CPU使用比例:{round(cpu_percent, 2)}" f"CPU可用数量:{max_cpu_count},最终确定使用进程数:{result}") return result def max_file_size_get_max_cpu_count(max_file_size, memory_percent: float = 1 / 6, cpu_percent: float = 2 / 5): free_memory = get_available_memory_with_percent(memory_percent) count = int(free_memory / max_file_size) max_cpu_count = get_available_cpu_count_with_percent(cpu_percent) result = count if count <= max_cpu_count else max_cpu_count if result == 0: result = 1 logger.info(f"获取最大文件大小:{str(round(max_file_size / 2 ** 20, 2))}M" f"可用内存:{str(get_available_memory_with_percent(1) / 2 ** 20)}M" f"总CPU数:{get_cpu_count()}CPU使用比例:{round(cpu_percent, 2)}" f"CPU可用数量:{max_cpu_count},最终确定使用进程数:{result}") return result