mirror of
https://github.com/facefusion/facefusion.git
synced 2026-07-28 12:59:03 +02:00
Henry RuhsandGitHub
33ed68679d
* tons of renaming * tons of renaming * multi reader approach * bring tests to an okay-ish state * bring drain back * improve read_video_frame speed * rename method
361 lines
15 KiB
Python
361 lines
15 KiB
Python
import os
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import subprocess
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import tempfile
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from functools import partial
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from typing import List, Optional, cast
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from tqdm import tqdm
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import facefusion.choices
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from facefusion import ffmpeg_builder, ffprobe, logger, process_manager, state_manager, translator, vision
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from facefusion.filesystem import get_file_format, remove_file
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from facefusion.temp_helper import get_temp_file_path, get_temp_frame_pattern
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from facefusion.types import AudioBuffer, AudioEncoder, Command, EncoderSet, Fps, Resolution, UpdateProgress, VideoEncoder, VideoFormat, VideoReaderMetadata
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def run_ffmpeg_with_progress(commands : List[Command], update_progress : UpdateProgress) -> subprocess.Popen[bytes]:
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log_level = state_manager.get_item('log_level')
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commands.extend(ffmpeg_builder.set_progress())
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commands.extend(ffmpeg_builder.cast_stream())
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commands = ffmpeg_builder.run(commands)
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process = subprocess.Popen(commands, stderr = subprocess.PIPE, stdout = subprocess.PIPE)
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while process_manager.is_processing():
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try:
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while __line__ := process.stdout.readline().decode().lower():
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if process_manager.is_stopping():
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process.terminate()
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if 'frame=' in __line__:
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_, frame_number = __line__.split('frame=')
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update_progress(int(frame_number))
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if log_level == 'debug':
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log_debug(process)
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process.wait(timeout = 0.5)
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except subprocess.TimeoutExpired:
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continue
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return process
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return process
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def update_progress(progress : tqdm, frame_number : int) -> None:
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progress.update(frame_number - progress.n)
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def run_ffmpeg(commands : List[Command]) -> subprocess.Popen[bytes]:
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log_level = state_manager.get_item('log_level')
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commands = ffmpeg_builder.run(commands)
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process = subprocess.Popen(commands, stderr = subprocess.PIPE, stdout = subprocess.PIPE)
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while process_manager.is_processing():
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try:
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if log_level == 'debug':
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log_debug(process)
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process.wait(timeout = 0.5)
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except subprocess.TimeoutExpired:
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continue
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return process
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if process_manager.is_stopping():
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process.terminate()
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return process
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def open_ffmpeg(commands : List[Command]) -> subprocess.Popen[bytes]:
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commands = ffmpeg_builder.run(commands)
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return subprocess.Popen(commands, stdin = subprocess.PIPE, stdout = subprocess.PIPE)
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def create_video_reader(video_path : str, frame_number : int, video_metadata : VideoReaderMetadata) -> subprocess.Popen[bytes]:
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.seek_to(frame_number / video_metadata.get('fps')),
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ffmpeg_builder.set_input(video_path),
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ffmpeg_builder.restrict_color_transfer(video_metadata.get('color_transfer')),
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ffmpeg_builder.prevent_frame_drop(),
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ffmpeg_builder.enforce_pixel_format('bgr24'),
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ffmpeg_builder.set_output_format('rawvideo'),
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ffmpeg_builder.cast_stream()
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)
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return open_ffmpeg(commands)
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def create_video_writer(target_path : str, temp_video_fps : Fps, temp_video_resolution : Resolution, output_video_resolution : Resolution, output_video_fps : Fps) -> subprocess.Popen[bytes]:
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output_video_encoder = state_manager.get_item('output_video_encoder')
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output_video_quality = state_manager.get_item('output_video_quality')
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output_video_preset = state_manager.get_item('output_video_preset')
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temp_video_path = get_temp_file_path(target_path)
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temp_video_format = cast(VideoFormat, get_file_format(temp_video_path))
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output_video_encoder = fix_video_encoder(temp_video_format, output_video_encoder)
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_output_format('rawvideo'),
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ffmpeg_builder.enforce_pixel_format(state_manager.get_item('temp_pixel_format')),
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ffmpeg_builder.set_media_resolution(vision.pack_resolution(temp_video_resolution)),
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ffmpeg_builder.set_input_fps(temp_video_fps),
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ffmpeg_builder.set_input('pipe:0'),
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ffmpeg_builder.set_media_resolution(vision.pack_resolution(output_video_resolution)),
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ffmpeg_builder.set_video_encoder(output_video_encoder),
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ffmpeg_builder.set_thread_count(16),
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ffmpeg_builder.set_video_tag(output_video_encoder, temp_video_format),
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ffmpeg_builder.set_video_quality(output_video_encoder, output_video_quality),
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ffmpeg_builder.set_video_preset(output_video_encoder, output_video_preset),
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ffmpeg_builder.concat(
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ffmpeg_builder.set_video_fps(output_video_fps),
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ffmpeg_builder.convert_color_space('bt709')
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),
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ffmpeg_builder.set_pixel_format(output_video_encoder),
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ffmpeg_builder.force_output(temp_video_path)
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)
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return open_ffmpeg(commands)
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def log_debug(process : subprocess.Popen[bytes]) -> None:
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_, stderr = process.communicate()
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errors = stderr.decode().split(os.linesep)
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for error in errors:
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if error.strip():
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logger.debug(error.strip(), __name__)
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def get_available_encoder_set() -> EncoderSet:
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available_encoder_set : EncoderSet =\
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{
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'audio': [],
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'video': []
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}
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.get_encoders()
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)
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process = run_ffmpeg(commands)
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while line := process.stdout.readline().decode().lower():
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if line.startswith(' a'):
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audio_encoder = line.split()[1]
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if audio_encoder in facefusion.choices.output_audio_encoders:
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index = facefusion.choices.output_audio_encoders.index(audio_encoder) #type:ignore[arg-type]
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available_encoder_set['audio'].insert(index, audio_encoder) #type:ignore[arg-type]
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if line.startswith(' v'):
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video_encoder = line.split()[1]
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if video_encoder in facefusion.choices.output_video_encoders:
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index = facefusion.choices.output_video_encoders.index(video_encoder) #type:ignore[arg-type]
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available_encoder_set['video'].insert(index, video_encoder) #type:ignore[arg-type]
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return available_encoder_set
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def extract_frames(target_path : str, temp_video_resolution : Resolution, temp_video_fps : Fps, trim_frame_start : int, trim_frame_end : int) -> bool:
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color_transfer = ffprobe.extract_static_video_metadata(target_path).get('color_transfer')
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extract_frame_total = vision.predict_video_frame_total(target_path, temp_video_fps, trim_frame_start, trim_frame_end)
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temp_frame_pattern = get_temp_frame_pattern(target_path, '%08d')
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_input(target_path),
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ffmpeg_builder.set_media_resolution(vision.pack_resolution(temp_video_resolution)),
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ffmpeg_builder.set_frame_quality(0),
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ffmpeg_builder.enforce_pixel_format('rgb24'),
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ffmpeg_builder.concat(
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ffmpeg_builder.select_frame_range(trim_frame_start, trim_frame_end, temp_video_fps),
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ffmpeg_builder.restrict_color_transfer(color_transfer)
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),
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ffmpeg_builder.prevent_frame_drop(),
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ffmpeg_builder.set_start_number(trim_frame_start),
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ffmpeg_builder.set_output(temp_frame_pattern)
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)
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with tqdm(total = extract_frame_total, desc = translator.get('extracting'), unit = 'frame', ascii = ' =', disable = state_manager.get_item('log_level') in [ 'warn', 'error' ]) as progress:
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process = run_ffmpeg_with_progress(commands, partial(update_progress, progress))
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return process.returncode == 0
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def copy_image(target_path : str, temp_image_resolution : Resolution) -> bool:
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temp_image_path = get_temp_file_path(target_path)
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_input(target_path),
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ffmpeg_builder.set_media_resolution(vision.pack_resolution(temp_image_resolution)),
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ffmpeg_builder.set_image_quality(target_path, 100),
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ffmpeg_builder.force_output(temp_image_path)
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)
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return run_ffmpeg(commands).returncode == 0
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def finalize_image(target_path : str, output_path : str, output_image_resolution : Resolution) -> bool:
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output_image_quality = state_manager.get_item('output_image_quality')
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temp_image_path = get_temp_file_path(target_path)
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_input(temp_image_path),
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ffmpeg_builder.set_media_resolution(vision.pack_resolution(output_image_resolution)),
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ffmpeg_builder.set_image_quality(target_path, output_image_quality),
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ffmpeg_builder.force_output(output_path)
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)
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return run_ffmpeg(commands).returncode == 0
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def read_audio_buffer(target_path : str, audio_sample_rate : int, audio_sample_size : int, audio_channel_total : int) -> Optional[AudioBuffer]:
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_input(target_path),
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ffmpeg_builder.ignore_video_stream(),
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ffmpeg_builder.set_audio_sample_rate(audio_sample_rate),
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ffmpeg_builder.set_audio_sample_size(audio_sample_size),
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ffmpeg_builder.set_audio_channel_total(audio_channel_total),
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ffmpeg_builder.cast_stream()
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)
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process = open_ffmpeg(commands)
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audio_buffer, _ = process.communicate()
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if process.returncode == 0:
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return audio_buffer
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return None
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def restore_audio(target_path : str, output_path : str, trim_frame_start : int, trim_frame_end : int) -> bool:
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output_audio_encoder = state_manager.get_item('output_audio_encoder')
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output_audio_quality = state_manager.get_item('output_audio_quality')
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output_audio_volume = state_manager.get_item('output_audio_volume')
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target_video_fps = vision.detect_video_fps(target_path)
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temp_video_path = get_temp_file_path(target_path)
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temp_video_format = cast(VideoFormat, get_file_format(temp_video_path))
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temp_video_duration = vision.detect_video_duration(temp_video_path)
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output_video_format = cast(VideoFormat, get_file_format(output_path))
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output_audio_encoder = fix_audio_encoder(temp_video_format, output_audio_encoder)
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_input(temp_video_path),
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ffmpeg_builder.select_media_range(trim_frame_start, trim_frame_end, target_video_fps),
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ffmpeg_builder.set_input(target_path),
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ffmpeg_builder.copy_video_encoder(),
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ffmpeg_builder.set_audio_encoder(output_audio_encoder),
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ffmpeg_builder.set_audio_quality(output_audio_encoder, output_audio_quality),
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ffmpeg_builder.set_audio_volume(output_audio_volume),
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ffmpeg_builder.select_media_stream('0:v:0'),
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ffmpeg_builder.select_media_stream('1:a:0'),
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ffmpeg_builder.set_video_duration(temp_video_duration),
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ffmpeg_builder.set_faststart(output_video_format),
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ffmpeg_builder.force_output(output_path)
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)
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return run_ffmpeg(commands).returncode == 0
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def replace_audio(target_path : str, audio_path : str, output_path : str) -> bool:
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output_audio_encoder = state_manager.get_item('output_audio_encoder')
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output_audio_quality = state_manager.get_item('output_audio_quality')
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output_audio_volume = state_manager.get_item('output_audio_volume')
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temp_video_path = get_temp_file_path(target_path)
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temp_video_format = cast(VideoFormat, get_file_format(temp_video_path))
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temp_video_duration = vision.detect_video_duration(temp_video_path)
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output_video_format = cast(VideoFormat, get_file_format(output_path))
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output_audio_encoder = fix_audio_encoder(temp_video_format, output_audio_encoder)
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_input(temp_video_path),
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ffmpeg_builder.set_input(audio_path),
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ffmpeg_builder.copy_video_encoder(),
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ffmpeg_builder.set_audio_encoder(output_audio_encoder),
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ffmpeg_builder.set_audio_quality(output_audio_encoder, output_audio_quality),
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ffmpeg_builder.set_audio_volume(output_audio_volume),
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ffmpeg_builder.set_video_duration(temp_video_duration),
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ffmpeg_builder.set_faststart(output_video_format),
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ffmpeg_builder.force_output(output_path)
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)
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return run_ffmpeg(commands).returncode == 0
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def merge_video(target_path : str, temp_video_fps : Fps, output_video_resolution : Resolution, output_video_fps : Fps, trim_frame_start : int, trim_frame_end : int) -> bool:
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output_video_encoder = state_manager.get_item('output_video_encoder')
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output_video_quality = state_manager.get_item('output_video_quality')
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output_video_preset = state_manager.get_item('output_video_preset')
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merge_frame_total = vision.predict_video_frame_total(target_path, output_video_fps, trim_frame_start, trim_frame_end)
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temp_video_path = get_temp_file_path(target_path)
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temp_video_format = cast(VideoFormat, get_file_format(temp_video_path))
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temp_frame_pattern = get_temp_frame_pattern(target_path, '%08d')
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output_video_encoder = fix_video_encoder(temp_video_format, output_video_encoder)
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.set_input_fps(temp_video_fps),
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ffmpeg_builder.set_start_number(trim_frame_start),
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ffmpeg_builder.set_input(temp_frame_pattern),
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ffmpeg_builder.set_media_resolution(vision.pack_resolution(output_video_resolution)),
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ffmpeg_builder.set_video_encoder(output_video_encoder),
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ffmpeg_builder.set_video_tag(output_video_encoder, temp_video_format),
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ffmpeg_builder.set_video_quality(output_video_encoder, output_video_quality),
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ffmpeg_builder.set_video_preset(output_video_encoder, output_video_preset),
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ffmpeg_builder.concat(
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ffmpeg_builder.set_video_fps(output_video_fps),
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ffmpeg_builder.keep_video_alpha(output_video_encoder),
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ffmpeg_builder.convert_color_space('bt709')
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),
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ffmpeg_builder.set_pixel_format(output_video_encoder),
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ffmpeg_builder.force_output(temp_video_path)
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)
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with tqdm(total = merge_frame_total, desc = translator.get('merging'), unit = 'frame', ascii = ' =', disable = state_manager.get_item('log_level') in [ 'warn', 'error' ]) as progress:
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process = run_ffmpeg_with_progress(commands, partial(update_progress, progress))
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return process.returncode == 0
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def concat_video(output_path : str, temp_output_paths : List[str]) -> bool:
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file_descriptor, concat_video_path = tempfile.mkstemp()
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os.close(file_descriptor)
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with open(concat_video_path, 'w') as concat_video_file:
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for temp_output_path in temp_output_paths:
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concat_video_file.write('file \'' + os.path.abspath(temp_output_path) + '\'' + os.linesep)
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concat_video_file.flush()
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concat_video_file.close()
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output_path = os.path.abspath(output_path)
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output_video_format = cast(VideoFormat, get_file_format(output_path))
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commands = ffmpeg_builder.chain(
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ffmpeg_builder.unsafe_concat(),
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ffmpeg_builder.set_input(concat_video_file.name),
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ffmpeg_builder.copy_video_encoder(),
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ffmpeg_builder.copy_audio_encoder(),
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ffmpeg_builder.set_faststart(output_video_format),
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ffmpeg_builder.force_output(output_path)
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)
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process = run_ffmpeg(commands)
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process.communicate()
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remove_file(concat_video_path)
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return process.returncode == 0
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def fix_audio_encoder(video_format : VideoFormat, audio_encoder : AudioEncoder) -> AudioEncoder:
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if video_format == 'avi' and audio_encoder == 'libopus':
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return 'aac'
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if video_format in [ 'm4v', 'mpeg', 'wmv' ]:
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return 'aac'
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if video_format == 'mov' and audio_encoder in [ 'flac', 'libopus' ]:
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return 'aac'
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if video_format == 'mxf':
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return 'pcm_s16le'
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if video_format == 'webm':
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return 'libopus'
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return audio_encoder
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def fix_video_encoder(video_format : VideoFormat, video_encoder : VideoEncoder) -> VideoEncoder:
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if video_format in [ 'm4v', 'mpeg', 'mxf', 'wmv' ]:
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return 'libx264'
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if video_format in [ 'mkv', 'mp4' ] and video_encoder == 'rawvideo':
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return 'libx264'
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if video_format == 'mov' and video_encoder == 'libvpx-vp9':
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return 'libx264'
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if video_format == 'webm':
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return 'libvpx-vp9'
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return video_encoder
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