import itertools import shutil from typing import List, Optional import numpy from facefusion.filesystem import get_file_format from facefusion.types import AudioEncoder, Command, CommandSet, Duration, Fps, StreamMode, VideoEncoder, VideoPreset def run(commands : List[Command]) -> List[Command]: return [ shutil.which('ffmpeg'), '-loglevel', 'error' ] + commands def chain(*commands : List[Command]) -> List[Command]: return list(itertools.chain(*commands)) def concat(*__commands__ : List[Command]) -> List[Command]: commands = [] command_set : CommandSet = {} for command in __commands__: for argument, value in zip(command[::2], command[1::2]): command_set.setdefault(argument, []).append(value) for argument, values in command_set.items(): commands.append(argument) commands.append(','.join(values)) return commands def get_encoders() -> List[Command]: return [ '-encoders' ] def set_hardware_accelerator(value : str) -> List[Command]: return [ '-hwaccel', value ] def set_progress() -> List[Command]: return [ '-progress' ] def set_input(input_path : str) -> List[Command]: return [ '-i', input_path ] def set_input_fps(input_fps : Fps) -> List[Command]: return [ '-r', str(input_fps)] def set_output(output_path : str) -> List[Command]: return [ output_path ] def force_output(output_path : str) -> List[Command]: return [ '-y', output_path ] def cast_stream() -> List[Command]: return [ '-' ] def set_stream_mode(stream_mode : StreamMode) -> List[Command]: if stream_mode == 'udp': return [ '-f', 'mpegts' ] if stream_mode == 'v4l2': return [ '-f', 'v4l2' ] return [] def set_stream_quality(stream_quality : int) -> List[Command]: return [ '-b:v', str(stream_quality) + 'k' ] def unsafe_concat() -> List[Command]: return [ '-f', 'concat', '-safe', '0' ] def set_pixel_format(video_encoder : VideoEncoder) -> List[Command]: if video_encoder == 'rawvideo': return [ '-pix_fmt', 'rgb24' ] if video_encoder == 'libvpx-vp9': return [ '-pix_fmt', 'yuva420p' ] return [ '-pix_fmt', 'yuv420p' ] def set_frame_quality(frame_quality : int) -> List[Command]: return [ '-q:v', str(frame_quality) ] def select_frame_range(frame_start : int, frame_end : int, video_fps : Fps) -> List[Command]: if isinstance(frame_start, int) and isinstance(frame_end, int): return [ '-vf', 'trim=start_frame=' + str(frame_start) + ':end_frame=' + str(frame_end) + ',fps=' + str(video_fps) ] if isinstance(frame_start, int): return [ '-vf', 'trim=start_frame=' + str(frame_start) + ',fps=' + str(video_fps) ] if isinstance(frame_end, int): return [ '-vf', 'trim=end_frame=' + str(frame_end) + ',fps=' + str(video_fps) ] return [ '-vf', 'fps=' + str(video_fps) ] def prevent_frame_drop() -> List[Command]: return [ '-vsync', '0' ] def select_media_range(frame_start : int, frame_end : int, media_fps : Fps) -> List[Command]: commands = [] if isinstance(frame_start, int): commands.extend([ '-ss', str(frame_start / media_fps) ]) if isinstance(frame_end, int): commands.extend([ '-to', str(frame_end / media_fps) ]) return commands def select_media_stream(media_stream : str) -> List[Command]: return [ '-map', media_stream ] def set_media_resolution(video_resolution : str) -> List[Command]: return [ '-s', video_resolution ] def set_image_quality(image_path : str, image_quality : int) -> List[Command]: if get_file_format(image_path) == 'webp': return [ '-q:v', str(image_quality) ] image_compression = round(31 - (image_quality * 0.31)) return [ '-q:v', str(image_compression) ] def set_audio_encoder(audio_codec : str) -> List[Command]: return [ '-c:a', audio_codec ] def copy_audio_encoder() -> List[Command]: return set_audio_encoder('copy') def set_audio_sample_rate(audio_sample_rate : int) -> List[Command]: return [ '-ar', str(audio_sample_rate) ] def set_audio_sample_size(audio_sample_size : int) -> List[Command]: if audio_sample_size == 16: return [ '-f', 's16le' ] if audio_sample_size == 32: return [ '-f', 's32le' ] return [] def set_audio_channel_total(audio_channel_total : int) -> List[Command]: return [ '-ac', str(audio_channel_total) ] def set_audio_quality(audio_encoder : AudioEncoder, audio_quality : int) -> List[Command]: if audio_encoder == 'aac': audio_compression = numpy.round(numpy.interp(audio_quality, [ 0, 100 ], [ 0.1, 2.0 ]), 1).astype(float).item() return [ '-q:a', str(audio_compression) ] if audio_encoder == 'libmp3lame': audio_compression = numpy.round(numpy.interp(audio_quality, [ 0, 100 ], [ 9, 0 ])).astype(int).item() return [ '-q:a', str(audio_compression) ] if audio_encoder == 'libopus': audio_bit_rate = numpy.round(numpy.interp(audio_quality, [ 0, 100 ], [ 64, 256 ])).astype(int).item() return [ '-b:a', str(audio_bit_rate) + 'k' ] if audio_encoder == 'libvorbis': audio_compression = numpy.round(numpy.interp(audio_quality, [ 0, 100 ], [ -1, 10 ]), 1).astype(float).item() return [ '-q:a', str(audio_compression) ] return [] def set_audio_volume(audio_volume : int) -> List[Command]: return [ '-filter:a', 'volume=' + str(audio_volume / 100) ] def set_video_encoder(video_encoder : str) -> List[Command]: return [ '-c:v', video_encoder ] def copy_video_encoder() -> List[Command]: return set_video_encoder('copy') def set_video_quality(video_encoder : VideoEncoder, video_quality : int) -> List[Command]: if video_encoder in [ 'libx264', 'libx264rgb', 'libx265' ]: video_compression = numpy.round(numpy.interp(video_quality, [ 0, 100 ], [ 51, 0 ])).astype(int).item() return [ '-crf', str(video_compression) ] if video_encoder == 'libvpx-vp9': video_compression = numpy.round(numpy.interp(video_quality, [ 0, 100 ], [ 63, 0 ])).astype(int).item() return [ '-crf', str(video_compression) ] if video_encoder in [ 'h264_nvenc', 'hevc_nvenc' ]: video_compression = numpy.round(numpy.interp(video_quality, [ 0, 100 ], [ 51, 0 ])).astype(int).item() return [ '-cq', str(video_compression) ] if video_encoder in [ 'h264_amf', 'hevc_amf' ]: video_compression = numpy.round(numpy.interp(video_quality, [ 0, 100 ], [ 51, 0 ])).astype(int).item() return [ '-qp_i', str(video_compression), '-qp_p', str(video_compression), '-qp_b', str(video_compression) ] if video_encoder in [ 'h264_qsv', 'hevc_qsv' ]: video_compression = numpy.round(numpy.interp(video_quality, [ 0, 100 ], [ 51, 0 ])).astype(int).item() return [ '-qp', str(video_compression) ] if video_encoder in [ 'h264_videotoolbox', 'hevc_videotoolbox' ]: video_bit_rate = numpy.round(numpy.interp(video_quality, [ 0, 100 ], [ 1024, 50512 ])).astype(int).item() return [ '-b:v', str(video_bit_rate) + 'k' ] return [] def set_video_preset(video_encoder : VideoEncoder, video_preset : VideoPreset) -> List[Command]: if video_encoder in [ 'libx264', 'libx264rgb', 'libx265' ]: return [ '-preset', video_preset ] if video_encoder in [ 'h264_nvenc', 'hevc_nvenc' ]: return [ '-preset', map_nvenc_preset(video_preset) ] if video_encoder in [ 'h264_amf', 'hevc_amf' ]: return [ '-quality', map_amf_preset(video_preset) ] if video_encoder in [ 'h264_qsv', 'hevc_qsv' ]: return [ '-preset', map_qsv_preset(video_preset) ] return [] def set_video_fps(video_fps : Fps) -> List[Command]: return [ '-vf', 'fps=' + str(video_fps) ] def set_video_duration(video_duration : Duration) -> List[Command]: return [ '-t', str(video_duration) ] def keep_video_alpha(video_encoder : VideoEncoder) -> List[Command]: if video_encoder == 'libvpx-vp9': return [ '-vf', 'format=yuva420p' ] return [] def capture_video() -> List[Command]: return [ '-f', 'rawvideo', '-pix_fmt', 'rgb24' ] def ignore_video_stream() -> List[Command]: return [ '-vn' ] def map_nvenc_preset(video_preset : VideoPreset) -> Optional[str]: if video_preset in [ 'ultrafast', 'superfast', 'veryfast', 'faster', 'fast' ]: return 'fast' if video_preset == 'medium': return 'medium' if video_preset in [ 'slow', 'slower', 'veryslow' ]: return 'slow' return None def map_amf_preset(video_preset : VideoPreset) -> Optional[str]: if video_preset in [ 'ultrafast', 'superfast', 'veryfast' ]: return 'speed' if video_preset in [ 'faster', 'fast', 'medium' ]: return 'balanced' if video_preset in [ 'slow', 'slower', 'veryslow' ]: return 'quality' return None def map_qsv_preset(video_preset : VideoPreset) -> Optional[str]: if video_preset in [ 'ultrafast', 'superfast', 'veryfast' ]: return 'veryfast' if video_preset in [ 'faster', 'fast', 'medium', 'slow', 'slower', 'veryslow' ]: return video_preset return None