Av1an/av1an.py
2020-02-07 19:27:39 +01:00

499 lines
18 KiB
Python
Executable file

#!/usr/bin/env python3
# Todo:
# Benchmarking
import sys
import os
import shutil
from os.path import join
from psutil import virtual_memory
import argparse
import time
from shutil import rmtree
from math import ceil
from multiprocessing import Pool
import multiprocessing
import subprocess
try:
import scenedetect
except ImportError:
print('PySceneDetect not found. Please check installation')
sys.exit()
from scenedetect.video_manager import VideoManager
from scenedetect.scene_manager import SceneManager
from scenedetect.detectors import ContentDetector
if sys.version_info < (3, 7):
print('Av1an requires at least Python 3.7 to run.')
sys.exit()
class ProgressBar:
# Progress Bar for tracking encoding progress
def __init__(self, tasks):
self.bar_iteration: int = 0
self.tasks = tasks
# Print empty bar on initialization
self.print()
def print(self):
terminal_size, _ = shutil.get_terminal_size((80, 20))
bar_length = terminal_size - (2 * len(str(self.tasks))) - 13
if self.bar_iteration == 0:
percent = 0
fill_size = 0
else:
percent = round(100 * (self.bar_iteration / self.tasks), 1)
fill_size = int(bar_length * self.bar_iteration // self.tasks)
end = f'{percent}% {self.bar_iteration}/{self.tasks}'
in_bar = ('' * fill_size) + '-' * (bar_length - fill_size)
print(f'\r|{in_bar}| {end} ', end='')
def tick(self):
self.bar_iteration += 1
self.print()
class Av1an:
def __init__(self):
self.here = os.getcwd()
self.FFMPEG = 'ffmpeg -hide_banner -loglevel error'
self.pix_format = 'yuv420p'
self.encoder = 'aom'
self.encode_pass = 2
self.threshold = 30
self.workers = 0
self.mode = 0
self.ffmpeg_pipe = None
self.ffmpeg_com = None
self.logging = None
self.args = None
self.encoding_params = ''
self.output_file = ''
self.pyscene = ''
self.scenes = ''
def call_cmd(self, cmd, capture_output=False):
if capture_output:
return subprocess.run(cmd, shell=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT).stdout
with open(self.logging, 'a') as log:
subprocess.run(cmd, shell=True, stdout=log, stderr=log)
def arg_parsing(self):
# Command line parse and assigning defined and user defined params
parser = argparse.ArgumentParser()
parser.add_argument('--mode', '-m', type=int, default=self.mode, help='Mode 0 - video, Mode 1 - image')
parser.add_argument('--encoding_params', '-e', type=str, default=self.encoding_params, help='encoding settings')
parser.add_argument('--file_path', '-i', type=str, default='bruh.mp4', help='Input File', required=True)
parser.add_argument('--encoder', '-enc', type=str, default=self.encoder, help='Choosing encoder')
parser.add_argument('--workers', '-t', type=int, default=0, help='Number of workers')
parser.add_argument('--audio_params', '-a', type=str, default='-c:a copy', help='FFmpeg audio settings')
parser.add_argument('--threshold', '-tr', type=float, default=self.threshold, help='PySceneDetect Threshold')
parser.add_argument('--logging', '-log', type=str, default=self.logging, help='Enable logging')
parser.add_argument('--encode_pass', '-p', type=int, default=self.encode_pass, help='Specify encoding passes')
parser.add_argument('--output_file', '-o', type=str, default='', help='Specify output file')
parser.add_argument('--ffmpeg_com', '-ff', type=str, default='', help='FFmpeg commands')
parser.add_argument('--pix_format', '-fmt', type=str, default=self.pix_format, help='FFmpeg pixel format')
parser.add_argument('--scenes', '-s', type=str, default=self.scenes, help='File location for scenes')
# Pass command line args that were passed
self.args = parser.parse_args()
# Set scenes if provided
self.scenes = self.args.scenes
self.threshold = self.args.threshold
# Set encoder if provided
self.encoder = self.args.encoder.strip()
if self.encoder not in ('svt_av1', 'rav1e', 'aom'):
print(f'Not valid encoder {self.encoder}')
sys.exit()
# Set mode (Video/Picture)
self.mode = self.args.mode
# Number of encoder passes
self.encode_pass = self.args.encode_pass
# Forcing FPS option
if self.args.ffmpeg_com == 0:
self.ffmpeg_com = ''
else:
self.ffmpeg_com = self.args.ffmpeg_com
# Changing pixel format, bit format
if self.args.pix_format != self.pix_format:
self.pix_format = f' -strict -1 -pix_fmt {self.args.pix_format}'
else:
self.pix_format = f'-pix_fmt {self.args.pix_format}'
self.ffmpeg_pipe = f' {self.ffmpeg_com} {self.pix_format} -f yuv4mpegpipe - |'
# Setting logging file
if self.args.logging:
self.logging = f"{self.args.logging}.log"
else:
self.logging = os.devnull
def determine_resources(self):
# Returns number of workers that machine can handle with selected encoder
cpu = os.cpu_count()
ram = round(virtual_memory().total / 2 ** 30)
if self.args.workers != 0:
self.workers = self.args.workers
elif self.encoder == 'aom' or 'rav1e':
self.workers = ceil(min(cpu, ram/1.5))
elif self.encoder == 'svt_av1':
self.workers = ceil(min(cpu, ram)) // 5
# fix if workers round up to 0
if self.workers == 0:
self.workers += 1
def setup(self, input_file):
if not os.path.exists(input_file):
print("File don't exist")
sys.exit()
# Make temporal directories, and remove them if already presented
if os.path.isdir(join(os.getcwd(), ".temp")):
rmtree(join(self.here, ".temp"))
os.makedirs(join(self.here, '.temp', 'split'))
os.makedirs(join(self.here, '.temp', 'encode'))
def extract_audio(self, input_vid):
# Extracting audio from video file
# Encoding audio if needed
ffprobe = 'ffprobe -hide_banner -loglevel error -show_streams -select_streams a'
# Capture output to check if audio is present
check = fr'{ffprobe} -i {join(self.here,input_vid)}'
is_audio_here = len(self.call_cmd(check, capture_output=True)) > 0
if is_audio_here:
cmd = f'{self.FFMPEG} -i {join(self.here, input_vid)} -vn ' \
f'{self.args.audio_params} {join(os.getcwd(), ".temp", "audio.mkv")}'
self.call_cmd(cmd)
else:
print("Warning: No audio found in the input file")
def scenedetect(self, video):
# PySceneDetect used split video by scenes and pass it to encoder
# Optimal threshold settings 15-50
video_manager = VideoManager([video])
scene_manager = SceneManager()
scene_manager.add_detector(ContentDetector(threshold=self.threshold))
base_timecode = video_manager.get_base_timecode()
try:
# If stats file exists, load it.
if self.scenes and os.path.exists(join(self.here, self.scenes)):
# Read stats from CSV file opened in read mode:
with open(join(self.here, self.scenes), 'r') as stats_file:
stats = stats_file.read()
return stats
# Set video_manager duration to read frames from 00:00:00 to 00:00:20.
video_manager.set_duration()
# Set downscale factor to improve processing speed.
video_manager.set_downscale_factor()
# Start video_manager.
video_manager.start()
# Perform scene detection on video_manager.
scene_manager.detect_scenes(frame_source=video_manager)
# Obtain list of detected scenes.
scene_list = scene_manager.get_scene_list(base_timecode)
# Like FrameTimecodes, each scene in the scene_list can be sorted if the
# list of scenes becomes unsorted.
scenes = []
for i, scene in enumerate(scene_list):
scenes.append(scene[0].get_timecode())
scenes = ','.join(scenes[1:])
# We only write to the stats file if a save is required:
if self.scenes:
with open(join(self.here, self.scenes), 'w') as stats_file:
stats_file.write(scenes)
return scenes
else:
return scenes
except:
print('Error in PySceneDetect')
sys.exit()
def split(self, video, timecodes):
# Splits video with provided timecodes
# If video is single scene, just copy video
if len(timecodes) == 0:
cmd = f'{self.FFMPEG} -i {video} -map_metadata 0 -an -c copy -avoid_negative_ts 1 .temp/split/0.mkv'
else:
cmd = f'{self.FFMPEG} -i {video} -map_metadata 0 -an -f segment -segment_times {timecodes} ' \
f'-c copy -avoid_negative_ts 1 .temp/split/%04d.mkv'
self.call_cmd(cmd)
def get_video_queue(self, source_path):
# Returns sorted list of all videos that need to be encoded. Big first
videos = []
for root, dirs, files in os.walk(source_path):
for file in files:
f = os.path.getsize(os.path.join(root, file))
videos.append([file, f])
videos = [i[0] for i in sorted(videos, key=lambda x: -x[1])]
print(f'Clips: {len(videos)} ', end='')
return videos
def svt_av1_encode(self, file_paths):
if self.args.encoding_params == '':
print('-w -h -fps is required parameters for svt_av1 encoder')
sys.exit()
else:
self.encoding_params = self.args.encoding_params
encoder = 'SvtAv1EncApp '
if self.encode_pass == 1:
pass_1_commands = [
(f'-i {file[0]} {self.ffmpeg_pipe} ' +
f' {encoder} -i stdin {self.encoding_params} -b {file[1]}.ivf -', file[2])
for file in file_paths]
return pass_1_commands
if self.encode_pass == 2:
p2i = '-input-stat-file '
p2o = ' -output-stat-file '
pass_2_commands = [
(f'-i {file[0]} {self.ffmpeg_pipe} ' +
f' {encoder} -i stdin {self.encoding_params} {p2o} {file[0]}.stat -b {file[0]}.bk - ',
f'-i {file[0]} {self.ffmpeg_pipe} ' +
f' {encoder} -i stdin {self.encoding_params} {p2i} {file[0]}.stat -b {file[1]}.ivf - ',
file[2])
for file in file_paths]
return pass_2_commands
def aom_encode(self, file_paths):
if self.args.encoding_params == '':
self.encoding_params = '--cpu-used=6 --end-usage=q --cq-level=40'
else:
self.encoding_params = self.args.encoding_params
single_pass = 'aomenc --verbose --passes=1 '
two_pass_1_aom = 'aomenc --verbose --passes=2 --pass=1'
two_pass_2_aom = 'aomenc --verbose --passes=2 --pass=2'
if self.encode_pass == 1:
pass_1_commands = [
(f'-i {file[0]} {self.ffmpeg_pipe} ' +
f' {single_pass} {self.encoding_params} -o {file[1]}.ivf - ', file[2])
for file in file_paths]
return pass_1_commands
if self.encode_pass == 2:
pass_2_commands = [
(f'-i {file[0]} {self.ffmpeg_pipe}' +
f' {two_pass_1_aom} {self.encoding_params} --fpf={file[0]}.log -o /dev/null - ',
f'-i {file[0]} {self.ffmpeg_pipe}' +
f' {two_pass_2_aom} {self.encoding_params} --fpf={file[0]}.log -o {file[1]}.ivf - ',
file[2])
for file in file_paths]
return pass_2_commands
def rav1e_encode(self, file_paths):
if self.args.encoding_params == '':
self.encoding_params = '--speed=5'
else:
self.encoding_params = self.args.encoding_params
if self.encode_pass == 1 or self.encode_pass == 2:
pass_1_commands = [
(f'-i {file[0]} {self.ffmpeg_pipe} '
f' rav1e - {self.encoding_params} '
f'--output {file[1]}.ivf', f'{file[2]}.ivf ')
for file in file_paths]
return pass_1_commands
if self.encode_pass == 2:
# 2 encode pass not working with FFmpeg pipes :(
pass_2_commands = [
(f'-i {file[0]} {self.ffmpeg_pipe} '
f' rav1e - --first-pass {file[0]}.stat {self.encoding_params} '
f'--output {file[0]}.ivf',
f'-i {file[0]} {self.ffmpeg_pipe} '
f' rav1e - --second-pass {file[0]}.stat {self.encoding_params} '
f'--output {file[1]}.ivf',
f'{file[2]}.ivf')
for file in file_paths]
return pass_2_commands
def compose_encoding_queue(self, files):
file_paths = [(f'{join(os.getcwd(), ".temp", "split", file_name)}',
f'{join(os.getcwd(), ".temp", "encode", file_name)}',
file_name) for file_name in files]
if self.encoder == 'aom':
return self.aom_encode(file_paths)
elif self.encoder == 'rav1e':
return self.rav1e_encode(file_paths)
elif self.encoder == 'svt_av1':
return self.svt_av1_encode(file_paths)
else:
print(self.encoder)
print(f'No valid encoder : "{self.encoder}"')
sys.exit()
def encode(self, commands):
# Passing encoding params to ffmpeg for encoding
# Replace ffmpeg with aom because ffmpeg aom doesn't work with parameters properly
for i in commands[:-1]:
cmd = rf'{self.FFMPEG} {i}'
self.call_cmd(cmd)
def concatenate_video(self, input_video):
# Using FFMPEG to concatenate all encoded videos to 1 file.
# Reading all files in A-Z order and saving it to concat.txt
with open(f'{join(self.here, ".temp", "concat.txt")}', 'w') as f:
for root, firs, files in os.walk(join(self.here, '.temp', 'encode')):
for file in sorted(files):
f.write(f"file '{join(root, file)}'\n")
concat = join(self.here, ".temp", "concat.txt")
# Add the audio file if one was extracted from the input
audio_file = join(self.here, ".temp", "audio.mkv")
if os.path.exists(audio_file):
audio = f'-i {audio_file} -c:a copy'
if self.output_file == self.args.output_file:
self.output_file = f'{input_video.split(".")[0]}_av1.mkv'
else:
self.output_file = f'{join(self.here, self.args.output_file)}.mkv'
try:
cmd = f'{self.FFMPEG} -f concat -safe 0 -i {concat} {audio} -y {self.output_file}'
self.call_cmd(cmd)
except:
print('Concatenation failed')
sys.exit()
def image(self, image_path):
print('Encoding Image..', end='')
image_pipe = rf'{self.FFMPEG} -i {image_path} -pix_fmt yuv420p10le -f yuv4mpegpipe -strict -1 - | '
output = rf'{"".join(image_path.split(".")[:-1])}.ivf'
if self.encoder == 'aom':
aom = ' aomenc --passes=1 --pass=1 --end-usage=q -b 10 --input-bit-depth=10 '
cmd = (rf' {image_pipe} ' +
rf'{aom} {self.encoding_params} -o {output} - ')
self.call_cmd(cmd)
elif self.encoder == 'rav1e':
cmd = (rf' {image_pipe} ' +
rf' rav1e {self.encoding_params} - -o {output} ')
self.call_cmd(cmd)
else:
print(f'Not valid encoder: {self.encoder}')
sys.exit()
def main(self):
# Parse initial arguments
self.arg_parsing()
# Video Mode
if self.mode == 0:
# Check validity of request and create temp folders/files
self.setup(self.args.file_path)
# Splitting video and sorting big-first
timestamps = self.scenedetect(self.args.file_path)
self.split(self.args.file_path, timestamps)
files = self.get_video_queue('.temp/split')
# Extracting audio
self.extract_audio(self.args.file_path)
# Determine resources
self.determine_resources()
# Make encode queue
commands = self.compose_encoding_queue(files)
# Reduce number of workers if needed
self.workers = min(len(commands), self.workers)
# Creating threading pool to encode bunch of files at the same time
print(f'Workers: {self.workers}\nParams: {self.encoding_params}')
# Progress bar
bar = ProgressBar(len(files))
pool = Pool(self.workers)
for i, _ in enumerate(pool.imap_unordered(self.encode, commands), 1):
bar.tick()
self.concatenate_video(self.args.file_path)
# Delete temp folders
rmtree(join(self.here, ".temp"))
if self.mode == 1:
self.image(self.args.file_path)
if __name__ == '__main__':
# Windows fix for multiprocessing
multiprocessing.freeze_support()
# Main thread
start = time.time()
av1an = Av1an()
av1an.main()
print(f'\nCompleted in {round(time.time()-start, 1)} seconds')
# Prevent linux terminal from hanging
if sys.platform == 'linux':
os.popen('stty sane', 'r')