multi
This commit is contained in:
@ -11,6 +11,10 @@ from pickle import dumps, loads
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from typing import Optional
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import atexit
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import re
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import threading
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import queue
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import psutil
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from concurrent.futures import ThreadPoolExecutor, as_completed
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root = None
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TRAIN = False
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@ -25,11 +29,29 @@ CFG = {
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"ffmpeg": "ffmpeg",
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"manual": None,
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"video_ext": [".mp4", ".mkv"],
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"train": False
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"train": False,
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"compress_dir_name": "compress",
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"resolution": "-1:1080",
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"fps": "30",
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"esti_data_file": "estiminate_data.dat",
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"test_video_resolution": "1920x1080",
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"test_video_fps": "30",
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"test_video_input": "compress_video_test.mp4",
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"test_video_output": "compressed_video_test.mp4",
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"max_concurrent_instances": 2,
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"cpu_monitor_interval": 3, # CPU监控间隔(秒)
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"cpu_monitor_duration": 30, # 统计持续时间(秒,5分钟)
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}
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esti=None # :tuple[list[int],list[float]]
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# CPU监控相关全局变量
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ffmpeg_processes = {} # 存储活动的ffmpeg进程
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cpu_stats = {"system": [], "ffmpeg": []} # CPU使用率统计
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cpu_monitor_thread = None
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cpu_monitor_lock = threading.Lock()
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current_instances = 0
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instance_lock = threading.Lock()
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def get_cmd(video_path,output_file):
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if CFG["manual"] is not None:
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command=[
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@ -46,23 +68,31 @@ def get_cmd(video_path,output_file):
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CFG["ffmpeg"],
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"-hide_banner",
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"-i", video_path,
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"-vf", "scale=-1:1080",
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]
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if CFG['resolution'] is not None:
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command.extend([
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"-vf", f"scale={CFG['resolution']}",])
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command.extend([
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"-c:v", CFG["codec"],
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"-b:v", CFG["bitrate"],
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"-r","30",
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"-r",CFG["fps"],
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"-y",
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]
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])
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else:
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command = [
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CFG["ffmpeg"],
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"-hide_banner",
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"-i", video_path,
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"-vf", "scale=-1:1080",
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]
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if CFG['resolution'] is not None:
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command.extend([
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"-vf", f"scale={CFG['resolution']}",])
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command.extend([
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"-c:v", CFG["codec"],
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"-global_quality", str(CFG["crf"]),
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"-r","30",
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"-r",CFG["fps"],
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"-y",
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]
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])
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command.extend(CFG["extra"])
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command.append(output_file)
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@ -70,7 +100,7 @@ def get_cmd(video_path,output_file):
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def train_init():
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global esti_data,TRAIN,data_file
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data_file = Path("estiminate_data.dat")
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data_file = Path(CFG["esti_data_file"])
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if data_file.exists():
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esti_data=loads(data_file.read_bytes())
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if not isinstance(esti_data,tuple):
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@ -187,6 +217,99 @@ def fmt_time(t:float|int) -> str:
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else:
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return f"{round(t)}s"
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def cpu_monitor():
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"""CPU监控线程函数"""
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global cpu_stats
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while True:
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try:
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# 获取系统CPU使用率
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system_cpu = psutil.cpu_percent(interval=1)
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# 获取所有ffmpeg进程的CPU使用率
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ffmpeg_cpu_total = 0
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active_processes = []
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with cpu_monitor_lock:
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for proc_info in ffmpeg_processes.values():
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try:
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proc = proc_info['process']
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if proc.is_running():
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# print(proc,proc.cpu_percent() / psutil.cpu_count())
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ffmpeg_cpu_total += proc.cpu_percent() / psutil.cpu_count()
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active_processes.append(proc_info)
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except (psutil.NoSuchProcess, psutil.AccessDenied):
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continue
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# 更新统计数据
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with cpu_monitor_lock:
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cpu_stats["system"].append(system_cpu)
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cpu_stats["ffmpeg"].append(ffmpeg_cpu_total)
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# 保持最近5分钟的数据
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max_samples = CFG["cpu_monitor_duration"] // CFG["cpu_monitor_interval"]
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if len(cpu_stats["system"]) > max_samples:
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cpu_stats["system"] = cpu_stats["system"][-max_samples:]
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if len(cpu_stats["ffmpeg"]) > max_samples:
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cpu_stats["ffmpeg"] = cpu_stats["ffmpeg"][-max_samples:]
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logging.debug(f"CPU监控: 系统={system_cpu:.1f}%, FFmpeg总计={ffmpeg_cpu_total:.1f}%, 活动进程={len(active_processes)}")
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except KeyboardInterrupt as e:
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raise e
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except Exception as e:
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logging.debug(f"CPU监控异常: {e}")
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# 等待下一次监控
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threading.Event().wait(CFG["cpu_monitor_interval"])
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def start_cpu_monitor():
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"""启动CPU监控线程"""
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global cpu_monitor_thread
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if cpu_monitor_thread is None or not cpu_monitor_thread.is_alive():
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cpu_monitor_thread = threading.Thread(target=cpu_monitor, daemon=True)
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cpu_monitor_thread.start()
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logging.info("CPU监控线程已启动")
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def get_cpu_usage_stats():
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"""获取CPU使用率统计"""
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with cpu_monitor_lock:
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if not cpu_stats["system"] or not cpu_stats["ffmpeg"]:
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return None, None
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system_avg = sum(cpu_stats["system"]) / len(cpu_stats["system"])
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ffmpeg_avg = sum(cpu_stats["ffmpeg"]) / len(cpu_stats["ffmpeg"])
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return system_avg, ffmpeg_avg
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def should_increase_instances():
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"""判断是否应该增加实例数"""
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system_avg, ffmpeg_avg = get_cpu_usage_stats()
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if system_avg is None or ffmpeg_avg is None:
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return False
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# 条件: 系统CPU - FFmpeg CPU > FFmpeg CPU * 2 + 0.1
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available_cpu = 100 - system_avg
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threshold = ffmpeg_avg # 10% = 0.1 * 100
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logging.debug(f"CPU统计: 系统平均={system_avg:.1f}%, FFmpeg平均={ffmpeg_avg:.1f}%, 可用={available_cpu:.1f}%, 阈值={threshold:.1f}%")
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return available_cpu > threshold
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def register_ffmpeg_process(proc_id, process):
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"""注册ffmpeg进程用于监控"""
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with cpu_monitor_lock:
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ffmpeg_processes[proc_id] = {
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'process': psutil.Process(process.pid),
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'start_time': time()
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}
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def unregister_ffmpeg_process(proc_id):
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"""注销ffmpeg进程"""
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with cpu_monitor_lock:
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if proc_id in ffmpeg_processes:
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del ffmpeg_processes[proc_id]
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def func(sz:int,src=False):
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if TRAIN:
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try:
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@ -216,21 +339,15 @@ def func(sz:int,src=False):
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logging.debug("esti time exception", exc_info=e)
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return -1 if src else "NaN"
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def process_video(video_path: Path, compress_dir:Optional[Path]=None ,update_func=None):
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global esti_data
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def process_video(video_path: Path, compress_dir:Optional[Path]=None, update_func=None, proc_id=None):
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global esti_data, current_instances
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use=None
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sz=video_path.stat().st_size//(1024*1024)
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# if esti is not None or TRAIN:
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# use = func(sz,True)
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# logging.info(f"开始处理文件: {video_path.relative_to(root)},大小{sz}M,预计{fmt_time(use)}")
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# else:
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# logging.info(f"开始处理文件: {video_path.relative_to(root)},大小{sz}M")
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bgn=time()
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if compress_dir is None:
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# 在视频文件所在目录下创建 compress 子目录(如果不存在)
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compress_dir = video_path.parent / "compress"
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compress_dir = video_path.parent / CFG["compress_dir_name"]
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else:
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compress_dir /= video_path.parent.relative_to(root)
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@ -246,6 +363,11 @@ def process_video(video_path: Path, compress_dir:Optional[Path]=None ,update_fun
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command = get_cmd(video_path_str,output_file)
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try:
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with instance_lock:
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current_instances += 1
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logging.debug(f"启动FFmpeg进程 {proc_id}: {video_path.name}")
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result = subprocess.Popen(
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command,
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stdout=subprocess.PIPE,
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@ -254,17 +376,19 @@ def process_video(video_path: Path, compress_dir:Optional[Path]=None ,update_fun
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text=True
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)
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# 注册进程用于CPU监控
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if proc_id:
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register_ffmpeg_process(proc_id, result)
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while result.poll() is None:
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line = " "
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while result.poll() is None and line[-1:] not in "\r\n":
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line+=result.stderr.read(1)
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# print(line[-1])
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if 'warning' in line.lower():
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logging.warning(f"[FFmpeg]({video_path_str}): {line}")
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logging.warning(f"[FFmpeg {proc_id}]({video_path_str}): {line}")
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elif 'error' in line.lower():
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logging.error(f"[FFmpeg]({video_path_str}): {line}")
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logging.error(f"[FFmpeg {proc_id}]({video_path_str}): {line}")
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elif "frame=" in line:
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# print(line,end="")
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match = re.search(r"frame=\s*(\d+)",line)
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if match:
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frame_number = int(match.group(1))
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@ -272,9 +396,9 @@ def process_video(video_path: Path, compress_dir:Optional[Path]=None ,update_fun
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update_func(frame_number)
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if result.returncode != 0:
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logging.error(f"处理文件 {video_path_str} 失败,返回码: {result.returncode},cmd={' '.join(command)}")
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logging.error(result.stdout)
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logging.error(result.stderr)
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logging.error(f"处理文件 {video_path_str} 失败,返回码: {result.returncode},cmd={' '.join(map(str,command))}")
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logging.error(result.stdout.read())
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logging.error(result.stderr.read())
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else:
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logging.debug(f"文件处理成功: {video_path_str} -> {output_file}")
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@ -282,13 +406,23 @@ def process_video(video_path: Path, compress_dir:Optional[Path]=None ,update_fun
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if TRAIN:
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esti_data[0].append(sz)
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esti_data[1].append(end-bgn)
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except KeyboardInterrupt as e:raise e
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except Exception as e:
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logging.error(f"执行 ffmpeg 命令时发生异常, 文件:{str(video_path_str)},cmd={' '.join(map(str,command))}",exc_info=e)
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finally:
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# 注销进程监控
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if proc_id:
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unregister_ffmpeg_process(proc_id)
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with instance_lock:
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current_instances -= 1
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logging.debug(f"FFmpeg进程 {proc_id} 已结束")
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return use
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def traverse_directory(root_dir: Path):
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global current_instances
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video_extensions = set(CFG["video_ext"])
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sm=None
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if esti is not None:
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@ -296,7 +430,7 @@ def traverse_directory(root_dir: Path):
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logging.info(f"正在估算时间(当存在大量小文件时,估算值将会很离谱)")
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sm = 0
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for file in root_dir.rglob("*"):
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if file.parent.name == "compress":continue
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if file.parent.name.lower() == CFG["compress_dir_name"].lower():continue
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if file.is_file() and file.suffix.lower() in video_extensions:
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sz=file.stat().st_size//(1024*1024)
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tmp = func(sz,True)
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@ -307,84 +441,196 @@ def traverse_directory(root_dir: Path):
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sm += tmp
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logging.info(f"预估用时:{fmt_time(sm)}")
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else:
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# logging.info("正在估算视频帧数,用于显示进度。")
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with Progress() as prog:
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task = prog.add_task("正在获取视频信息",total=len(list(root_dir.rglob("*"))))
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frames:dict[Path,float] = {}
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for file in root_dir.rglob("*"):
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prog.advance(task)
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if file.parent.name == "Compress":continue
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# 获取视频文件列表和帧数信息
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video_files = []
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que = list(root_dir.glob("*"))
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while que:
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d = que.pop()
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for file in d.glob("*"):
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if file.parent.name == CFG["compress_dir_name"] or file.name == CFG["compress_dir_name"]:
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continue
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if file.is_file() and file.suffix.lower() in video_extensions:
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video_files.append(file)
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elif file.is_dir():
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que.append(file)
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# exit()
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if not video_files:
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logging.warning("未找到需要处理的视频文件")
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return
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# 获取视频信息
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with Progress() as prog:
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task = prog.add_task("正在获取视频信息", total=len(video_files))
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frames: dict[Path, float] = {}
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for file in video_files:
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prog.advance(task)
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cmd = f'ffprobe -v error -select_streams v:0 -show_entries stream=avg_frame_rate,duration -of default=nokey=1:noprint_wrappers=1'.split()
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cmd.append(str(file))
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proc = subprocess.run(cmd, shell=True, capture_output=True, text=True)
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if proc.returncode != 0:
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logging.debug(f"无法获取视频信息: {file}, 返回码: {proc.returncode}")
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logging.debug(proc.stdout)
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logging.debug(proc.stderr)
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frames[file] = 0
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continue
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if proc.stdout.strip():
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try:
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avg_frame_rate, duration = proc.stdout.strip().split('\n')
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tmp = avg_frame_rate.split('/')
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avg_frame_rate = float(tmp[0]) / float(tmp[1])
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if duration == "N/A":
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duration = 0
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logging.debug(f"无法获取视频信息: {file}, 时长为N/A,默认使用0s。运行时进度条将出现异常。")
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logging.debug(f"无法获取视频信息: {file}, 时长为N/A,默认使用0s")
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duration = float(duration)
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frames[file] = duration * avg_frame_rate
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except (ValueError, IndexError) as e:
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logging.debug(f"解析视频信息失败: {file}, 错误: {e}")
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frames[file] = 0
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logging.debug(f"开始遍历目录: {root_dir}, 共{len(frames)}个视频文件")
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logging.debug(f"开始遍历目录: {root_dir}")
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# 定义需要处理的视频后缀(忽略大小写)
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# 启动CPU监控
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start_cpu_monitor()
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# 创建进度条
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with Progress() as prog:
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task = prog.add_task("总进度",total=sm if sm is not None else sum(frames.values()))
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for file in frames.keys():
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# if "Compress" in file.relative_to(root_dir).parents:continue
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if file.is_file() and file.suffix.lower() in video_extensions:
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filename = file.relative_to(root_dir)
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if frames[file] == 0:
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logging.warning("当前文件时长获取失败,进度条持续为0为正常现象。")
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cur = prog.add_task(f"{filename}")
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else:
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cur = prog.add_task(f"{filename}",total=frames[file])
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with prog._lock:
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tmp = prog._tasks[task]
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completed_start = tmp.completed
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total_frames = sum(frames.values())
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main_task = prog.add_task("总进度", total=total_frames if total_frames > 0 else len(frames))
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def update_progress(x):
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if frames[file] == 0:
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prog.update(cur,description=f"{filename} 已处理{x}帧")
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# 创建文件队列
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file_queue = queue.Queue()
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for file in frames.keys():
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file_queue.put(file)
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# 进度跟踪
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progress_trackers = {}
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completed_files = 0
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total_completed_frames = 0
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def create_progress_updater(file_path, task_id):
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def update_progress(frame_count):
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nonlocal total_completed_frames
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if file_path in progress_trackers:
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old_frames = progress_trackers[file_path]
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diff = frame_count - old_frames
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total_completed_frames += diff
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else:
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prog.update(cur,completed=x)
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prog.update(task, completed=completed_start+x)
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total_completed_frames += frame_count
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progress_trackers[file_path] = frame_count
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if frames[file_path] > 0:
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prog.update(task_id, completed=frame_count)
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else:
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prog.update(task_id, description=f"{file_path.relative_to(root_dir)} 已处理{frame_count}帧")
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# 更新总进度
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if total_frames > 0:
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prog.update(main_task, completed=total_completed_frames)
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return update_progress
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||||
|
||||
def process_file_worker():
|
||||
nonlocal completed_files
|
||||
while True:
|
||||
try:
|
||||
file = file_queue.get(timeout=1)
|
||||
except queue.Empty:
|
||||
break
|
||||
|
||||
filename = file.relative_to(root_dir)
|
||||
|
||||
# 创建文件级进度条
|
||||
if frames[file] == 0:
|
||||
file_task = prog.add_task(f"{filename}")
|
||||
else:
|
||||
file_task = prog.add_task(f"{filename}", total=frames[file])
|
||||
|
||||
progress_updater = create_progress_updater(file, file_task)
|
||||
|
||||
# 处理视频
|
||||
proc_id = f"worker_{threading.current_thread().ident}_{completed_files}"
|
||||
|
||||
if CFG["save_to"] == "single":
|
||||
t = process_video(file, root_dir/"Compress", update_progress)
|
||||
process_video(file, root_dir/"Compress", progress_updater, proc_id)
|
||||
else:
|
||||
t = process_video(file, update_progress)
|
||||
process_video(file, None, progress_updater, proc_id)
|
||||
|
||||
# 更新完成计数
|
||||
with instance_lock:
|
||||
completed_files += 1
|
||||
if total_frames == 0: # 如果没有总帧数,按文件数计算
|
||||
prog.update(main_task, completed=completed_files)
|
||||
|
||||
prog.stop_task(cur)
|
||||
prog.remove_task(cur)
|
||||
if t is None:
|
||||
prog.update(task,completed=completed_start+frames[file])
|
||||
# 移除文件级进度条
|
||||
prog.remove_task(file_task)
|
||||
file_queue.task_done()
|
||||
|
||||
# 动态管理线程数
|
||||
active_threads = []
|
||||
max_workers = CFG["max_concurrent_instances"]
|
||||
|
||||
def manage_workers():
|
||||
nonlocal active_threads
|
||||
|
||||
while completed_files < len(frames) or any(t.is_alive() for t in active_threads):
|
||||
# 清理已完成的线程
|
||||
active_threads = [t for t in active_threads if t.is_alive()]
|
||||
|
||||
# 检查是否需要增加实例
|
||||
current_worker_count = len(active_threads)
|
||||
|
||||
if current_worker_count < max_workers and not file_queue.empty():
|
||||
# 检查CPU使用率(运行5分钟后开始检查)
|
||||
should_add_worker = False
|
||||
if len(cpu_stats["system"]) >= 10: # 至少有5分钟的数据
|
||||
if current_worker_count >= 1: # 已有实例运行
|
||||
should_add_worker = should_increase_instances()
|
||||
if should_add_worker:
|
||||
logging.info("CPU资源充足,启动第二个压缩实例")
|
||||
else:
|
||||
prog.advance(task,t)
|
||||
should_add_worker = False
|
||||
|
||||
if should_add_worker:
|
||||
worker_thread = threading.Thread(target=process_file_worker, daemon=True)
|
||||
worker_thread.start()
|
||||
active_threads.append(worker_thread)
|
||||
logging.debug(f"启动新的工作线程,当前活动线程数: {len(active_threads)}")
|
||||
|
||||
threading.Event().wait(5) # 每5秒检查一次
|
||||
|
||||
# 等待所有线程完成
|
||||
for thread in active_threads:
|
||||
thread.join()
|
||||
|
||||
# 启动第一个工作线程
|
||||
if not file_queue.empty():
|
||||
first_worker = threading.Thread(target=process_file_worker, daemon=True)
|
||||
first_worker.start()
|
||||
active_threads.append(first_worker)
|
||||
logging.info("启动第一个压缩实例")
|
||||
|
||||
# 启动线程管理器
|
||||
manager_thread = threading.Thread(target=manage_workers, daemon=True)
|
||||
manager_thread.start()
|
||||
|
||||
# 等待管理线程完成
|
||||
manager_thread.join()
|
||||
|
||||
logging.info(f"所有视频处理完成,共处理了 {completed_files} 个文件")
|
||||
|
||||
def test():
|
||||
os.environ["PATH"] = Path(__file__).parent.as_posix() + os.pathsep + os.environ["PATH"]
|
||||
|
||||
try:
|
||||
subprocess.run([CFG["ffmpeg"],"-version"],stdout=-3,stderr=-3).check_returncode()
|
||||
except KeyboardInterrupt as e:raise e
|
||||
except Exception as e:
|
||||
print(__file__)
|
||||
logging.critical("无法运行ffmpeg")
|
||||
exit(-1)
|
||||
try:
|
||||
ret = subprocess.run(
|
||||
"ffmpeg -hide_banner -f lavfi -i testsrc=duration=1:size=1920x1080:rate=30 -c:v libx264 -y -pix_fmt yuv420p compress_video_test.mp4".split(),
|
||||
f"ffmpeg -hide_banner -f lavfi -i testsrc=duration=1:size={CFG['test_video_resolution']}:rate={CFG['test_video_fps']} -c:v libx264 -y -pix_fmt yuv420p {CFG['test_video_input']}".split(),
|
||||
stdout=subprocess.PIPE,
|
||||
stderr=subprocess.PIPE,
|
||||
text=True
|
||||
@ -394,7 +640,7 @@ def test():
|
||||
logging.debug(ret.stdout)
|
||||
logging.debug(ret.stderr)
|
||||
ret.check_returncode()
|
||||
cmd = get_cmd("compress_video_test.mp4","compressed_video_test.mp4",)
|
||||
cmd = get_cmd(CFG["test_video_input"],CFG["test_video_output"],)
|
||||
ret = subprocess.run(
|
||||
cmd,
|
||||
stdout=subprocess.PIPE,
|
||||
@ -409,6 +655,7 @@ def test():
|
||||
exit(-1)
|
||||
os.remove("compress_video_test.mp4")
|
||||
os.remove("compressed_video_test.mp4")
|
||||
except KeyboardInterrupt as e:raise e
|
||||
except Exception as e:
|
||||
if os.path.exists("compress_video_test.mp4"):
|
||||
os.remove("compress_video_test.mp4")
|
||||
@ -425,6 +672,7 @@ def init_train():
|
||||
# 从文件读取系数
|
||||
coeffs_str = ESTI_FILE.read_text().strip().split(',')
|
||||
esti = [float(coeff) for coeff in coeffs_str]
|
||||
except KeyboardInterrupt as e:raise e
|
||||
except Exception as e:
|
||||
logging.warning(f"预测输出文件{str(ESTI_FILE)}存在但无法读取", exc_info=e)
|
||||
|
||||
@ -449,6 +697,7 @@ def main(_root = None):
|
||||
import json
|
||||
cfg:dict = json.loads(CFG_FILE.read_text())
|
||||
CFG.update(cfg)
|
||||
except KeyboardInterrupt as e:raise e
|
||||
except Exception as e:
|
||||
logging.warning("Invalid config file, ignored.")
|
||||
logging.debug(e)
|
||||
@ -463,7 +712,7 @@ def main(_root = None):
|
||||
sys.exit(1)
|
||||
root = Path(sys.argv[1])
|
||||
|
||||
if root.name == "compress":
|
||||
if root.name.lower() == CFG["compress_dir_name"].lower():
|
||||
logging.critical("请修改目标目录名为非compress。")
|
||||
logging.error("Error termination via invalid input.")
|
||||
sys.exit(1)
|
||||
|
Reference in New Issue
Block a user