pandora/pandora/archive/extract.py

803 lines
26 KiB
Python

# -*- coding: utf-8 -*-
import os
from os.path import exists
import fractions
import math
import re
import shutil
import subprocess
import tempfile
import time
from distutils.spawn import find_executable
from glob import glob
import numpy as np
import ox
import ox.image
from ox.utils import json
from django.conf import settings
from PIL import Image
from .chop import Chop, make_keyframe_index
img_extension = 'jpg'
MAX_DISTANCE = math.sqrt(3 * pow(255, 2))
class AspectRatio(fractions.Fraction):
def __new__(cls, numerator, denominator=None):
if not denominator:
ratio = list(map(int, numerator.split(':')))
if len(ratio) == 1:
ratio.append(1)
numerator = ratio[0]
denominator = ratio[1]
# if its close enough to the common aspect ratios rather use that
if abs(numerator/denominator - 4/3) < 0.03:
numerator = 4
denominator = 3
elif abs(numerator/denominator - 16/9) < 0.02:
numerator = 16
denominator = 9
return super(AspectRatio, cls).__new__(cls, numerator, denominator)
@property
def ratio(self):
return "%d:%d" % (self.numerator, self.denominator)
def supported_formats():
if not find_executable(settings.FFMPEG):
return None
p = subprocess.Popen([settings.FFMPEG, '-codecs'],
stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
stdout, stderr = p.communicate()
stdout = stdout.decode('utf-8')
stderr = stderr.decode('utf-8')
version = stderr.split('\n')[0].split(' ')[2]
mp4 = 'libx264' in stdout and bool(re.compile('DEA.L. aac').findall(stdout))
return {
'version': version.split('.'),
'ogg': 'libtheora' in stdout and 'libvorbis' in stdout,
'webm': 'libvpx' in stdout and 'libvorbis' in stdout,
'vp8': 'libvpx' in stdout and 'libvorbis' in stdout,
'vp9': 'libvpx-vp9' in stdout and 'libopus' in stdout,
'mp4': mp4,
'h264': mp4,
}
def stream(video, target, profile, info, audio_track=0, flags={}):
if not os.path.exists(target):
ox.makedirs(os.path.dirname(target))
'''
WebM look into
lag
mb_static_threshold
qmax/qmin
rc_buf_aggressivity=0.95
token_partitions=4
level / speedlevel
bt?
H264, should bitrates be a bit lower? other stuff possible?
'''
profile, format = profile.split('.')
bpp = 0.17
video_codec = 'libvpx'
audio_codec = 'libvorbis'
if 'error' in info:
return False, "Unsupported Format"
if profile == '1080p':
height = 1080
audiorate = 48000
audioquality = 6
audiobitrate = None
audiochannels = None
elif profile == '720p':
height = 720
audiorate = 48000
audioquality = 5
audiobitrate = None
audiochannels = None
elif profile == '480p':
height = 480
audiorate = 44100
audioquality = 3
audiobitrate = None
audiochannels = 2
elif profile == '432p':
height = 432
audiorate = 44100
audioquality = 3
audiobitrate = None
audiochannels = 2
elif profile == '360p':
height = 360
audiorate = 44100
audioquality = 1
audiobitrate = None
audiochannels = 1
elif profile == '288p':
height = 288
audiorate = 44100
audioquality = 0
audiobitrate = None
audiochannels = 1
elif profile == '240p':
height = 240
audiorate = 44100
audioquality = 0
audiobitrate = None
audiochannels = 1
elif profile == '144p':
height = 144
audiorate = 22050
audioquality = -1
audiobitrate = '22k'
audiochannels = 1
elif profile == '0p':
info['video'] = []
audiorate = 48000
audioquality = 6
audiobitrate = None
audiochannels = None
audio_codec = 'libopus'
else:
height = 96
if settings.USE_VP9 and settings.FFMPEG_SUPPORTS_VP9:
audio_codec = 'libopus'
video_codec = 'libvpx-vp9'
audiorate = 22050
audioquality = -1
audiobitrate = '22k'
audiochannels = 1
if format == 'webm' and audio_codec == 'libopus':
audiorate = 48000
if not audiobitrate:
audiobitrate = '%sk' % {
-1: 32, 0: 48, 1: 64, 2: 96, 3: 112, 4: 128,
5: 144, 6: 160, 7: 192, 8: 256, 9: 320, 10: 512,
}[audioquality]
if format == 'webm' and video_codec == 'libvpx-vp9':
bpp = 0.15
if info['video'] and 'display_aspect_ratio' in info['video'][0]:
# dont make video bigger
height = min(height, info['video'][0]['height'])
fps = AspectRatio(info['video'][0]['framerate'])
fps = min(30, float(fps))
dar = AspectRatio(info['video'][0]['display_aspect_ratio'])
width = int(dar * height)
width += width % 2
aspect = dar.ratio
# use 1:1 pixel aspect ratio if dar is close to that
if abs(width/height - dar) < 0.02:
aspect = '%s:%s' % (width, height)
# parse extra falgs
if 'crop' in flags:
h = info['video'][0]['height'] - flags['crop']['top'] - flags['crop']['bottom']
w = info['video'][0]['width'] - flags['crop']['left'] - flags['crop']['right']
x = flags['crop']['left']
y = flags['crop']['top']
crop = ',crop=w=%s:h=%s:x=%s:y=%s' % (w, h, x, y)
aspect = dar * (info['video'][0]['width'] / info['video'][0]['height']) * (w/h)
if abs(w/h - aspect) < 0.02:
aspect = '%s:%s' % (w, h)
else:
crop = ''
if 'trim' in flags:
trim = []
if 'in' in flags['trim']:
start = flags['trim']['in']
trim += ['-ss', str(start)]
if 'out' in flags['trim']:
t = info['duration'] - flags['trim'].get('in', 0) - flags['trim']['out']
trim += ['-t', str(t)]
else:
trim = []
if 'aspect' in flags:
aspect = flags['aspect']
bitrate = height*width*fps*bpp/1000
video_settings = trim + [
'-b:v', '%dk' % bitrate,
'-aspect', aspect,
# '-vf', 'yadif',
'-max_muxing_queue_size', '512',
'-vf', 'hqdn3d%s,scale=%s:%s' % (crop, width, height),
'-g', '%d' % int(fps*5),
]
if format == 'webm':
video_settings += [
'-c:v', video_codec,
'-deadline', 'good',
'-cpu-used', '1' if video_codec == 'libvpx-vp9' else '0',
'-lag-in-frames', '25',
'-auto-alt-ref', '1',
]
if video_codec == 'libvpx-vp9':
video_settings += [
'-tile-columns', '6',
'-frame-parallel', '1',
]
if format == 'mp4':
video_settings += [
'-c:v', 'libx264',
'-preset:v', 'medium',
'-profile:v', 'high',
'-level', '4.0',
'-pix_fmt', 'yuv420p',
]
video_settings += ['-map', '0:%s,0:0' % info['video'][0]['id']]
audio_only = False
else:
video_settings = ['-vn']
audio_only = True
# ignore some unsupported audio codecs
if info['audio'] and info['audio'][0].get('codec') in ('qdmc', ):
audio_settings = ['-an']
elif info['audio']:
if video_settings == ['-vn'] or not info['video']:
n = 0
else:
n = 1
audio_settings = []
# mix 2 mono channels into stereo(common for fcp dv mov files)
if audio_track == 0 and len(info['audio']) == 2 \
and len(list(filter(None, [a['channels'] == 1 or None for a in info['audio']]))) == 2:
audio_settings += [
'-filter_complex',
'[0:%s][0:%s] amerge' % (info['audio'][0]['id'], info['audio'][1]['id'])
]
mono_mix = True
else:
mono_mix = False
audio_settings += ['-map', '0:%s,0:%s' % (info['audio'][audio_track]['id'], n)]
audio_settings += ['-ar', str(audiorate)]
if audio_codec != 'libopus':
audio_settings += ['-aq', str(audioquality)]
if mono_mix:
ac = 2
else:
ac = info['audio'][0].get('channels')
if not ac:
ac = audiochannels
if audiochannels:
ac = min(ac, audiochannels)
audio_settings += ['-ac', str(ac)]
if audiobitrate:
audio_settings += ['-b:a', audiobitrate]
if format == 'mp4':
audio_settings += ['-c:a', 'aac', '-strict', '-2']
elif audio_codec == 'libopus':
audio_settings += ['-c:a', 'libopus', '-frame_duration', '60']
else:
audio_settings += ['-c:a', audio_codec]
else:
audio_settings = ['-an']
cmds = []
base = [settings.FFMPEG,
'-nostats', '-loglevel', 'error',
'-y', '-i', video, '-threads', '4', '-map_metadata', '-1', '-sn']
if format == 'webm':
enc_target = target + '.tmp.webm'
elif format == 'mp4':
enc_target = target + '.tmp.mp4'
else:
enc_target = target
if format == 'webm':
post = ['-f', 'webm', enc_target]
elif format == 'mp4':
post = ['-movflags', '+faststart', '-f', 'mp4', enc_target]
else:
post = [target]
if video_settings != ['-vn']:
pass1_post = post[:]
pass1_post[-1] = '/dev/null'
if format == 'webm':
if video_codec != 'libvpx-vp9':
pass1_post = ['-speed', '4'] + pass1_post
post = ['-speed', '1'] + post
cmds.append(base + ['-pass', '1', '-passlogfile', '%s.log' % target]
+ video_settings + ['-an'] + pass1_post)
cmds.append(base + ['-pass', '2', '-passlogfile', '%s.log' % target]
+ video_settings + audio_settings + post)
else:
cmds.append(base + video_settings + audio_settings + post)
if settings.FFMPEG_DEBUG:
print('\n'.join([' '.join(cmd) for cmd in cmds]))
n = 0
for cmd in cmds:
n += 1
p = subprocess.Popen(cmd, stdin=subprocess.PIPE,
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
close_fds=True)
stdout, stderr = p.communicate()
if p.returncode != 0:
if os.path.exists(enc_target):
os.unlink(enc_target)
if os.path.exists(target):
os.unlink(target)
stdout = stdout.decode('utf-8').replace('\r\n', '\n').replace('\r', '\n')
return False, stdout
if format == 'webm' and audio_only:
cmd = ['mkvmerge', '-w', '-o', target, '--cues', '-1:all', enc_target]
p = subprocess.Popen(cmd, stdin=subprocess.PIPE,
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
close_fds=True)
p.communicate()
os.unlink(enc_target)
enc_target = target
if p.returncode == 0 and enc_target != target:
shutil.move(enc_target, target)
for f in glob('%s.log*' % target):
os.unlink(f)
if info['video']:
make_keyframe_index(target)
return True, None
def run_command(cmd, timeout=10):
# print(cmd)
p = subprocess.Popen(cmd, stdout=open('/dev/null', 'w'),
stderr=subprocess.STDOUT,
close_fds=True)
while timeout > 0:
time.sleep(0.2)
timeout -= 0.2
if p.poll() is not None:
return p.returncode
if p.poll() is None:
os.kill(p.pid, 9)
killedpid, stat = os.waitpid(p.pid, os.WNOHANG)
return p.returncode
def frame(video, frame, position, height=128, redo=False, info=None):
'''
params:
video input
frame output
position as float in seconds
height of frame
redo boolean to extract file even if it exists
'''
if exists(video):
folder = os.path.dirname(frame)
if redo or not exists(frame):
ox.makedirs(folder)
if video.endswith('.mp4'):
cmd = ffmpeg_frame_cmd(video, frame, position, height)
else:
cmd = ['oxframe', '-i', video, '-o', frame,
'-p', str(position), '-y', str(height)]
run_command(cmd)
def ffmpeg_frame_cmd(video, frame, position, height=128):
cmd = [
settings.FFMPEG, '-y',
'-ss', str(position),
'-i', video,
'-an', '-frames:v', '1',
'-vf', 'scale=-1:%s' % height if height else 'scale=iw*sar:ih',
frame
]
return cmd
def ffmpeg_version():
p = subprocess.Popen([settings.FFMPEG],
stdout=subprocess.PIPE,
stderr=subprocess.PIPE, close_fds=True)
stdout, stderr = p.communicate()
version = stderr.split(' ')[2].split('-')[0]
try:
version = tuple(map(int, version.split('.')))
except:
pass
return version
def frame_direct(video, target, position):
fdir = os.path.dirname(target)
if fdir and not os.path.exists(fdir):
os.makedirs(fdir)
cmd = ffmpeg_frame_cmd(video, target, position, None)
r = run_command(cmd)
return r == 0
def resize_image(image_source, image_output, width=None, size=None):
if exists(image_source):
source = Image.open(image_source).convert('RGB')
source_width = source.size[0]
source_height = source.size[1]
if size:
if source_width > source_height:
width = size
height = int(width / (float(source_width) / source_height))
height = height - height % 2
else:
height = size
width = int(height * (float(source_width) / source_height))
width = width - width % 2
else:
height = int(width / (float(source_width) / source_height))
height = height - height % 2
width = max(width, 1)
height = max(height, 1)
if width < source_width:
resize_method = Image.LANCZOS
else:
resize_method = Image.BICUBIC
output = source.resize((width, height), resize_method)
output.save(image_output)
def timeline(video, prefix, modes=None, size=None):
if modes is None:
modes = ['antialias', 'slitscan', 'keyframes', 'audio', 'data']
if size is None:
size = [64, 16]
if isinstance(video, str):
video = [video]
cmd = [os.path.normpath(os.path.join(settings.BASE_DIR, '../bin/oxtimelines')),
'-s', ','.join(map(str, reversed(sorted(size)))),
'-m', ','.join(modes),
'-o', prefix,
'-c', os.path.join(prefix, 'cuts.json'),
] + video
# print(cmd)
p = subprocess.Popen(cmd, stdin=subprocess.PIPE,
close_fds=True)
p.wait()
def average_color(prefix, start=0, end=0, mode='antialias'):
height = 64
frames = 0
pixels = []
color = np.asarray([0, 0, 0], dtype=np.float32)
if end:
start = int(start * 25)
end = int(end * 25)
mode = 'timeline' + mode
timelines = ox.sorted_strings(list(filter(lambda t: t != '%s%s%sp.jpg' % (prefix, mode, height),
glob("%s%s%sp*.jpg" % (prefix, mode, height)))))
for image in timelines:
start_offset = 0
if start and frames + 1500 <= start:
frames += 1500
continue
timeline = Image.open(image)
frames += timeline.size[0]
if start and frames > start > frames-timeline.size[0]:
start_offset = start - (frames-timeline.size[0])
box = (start_offset, 0, timeline.size[0], height)
timeline = timeline.crop(box)
if end and frames > end:
end_offset = timeline.size[0] - (frames - end)
box = (0, 0, end_offset, height)
timeline = timeline.crop(box)
p = np.asarray(timeline.convert('RGB'), dtype=np.float32)
p = np.sum(p, axis=0) / height # average color per frame
pixels.append(p)
if end and frames >= end:
break
if end:
frames = end - start
if frames:
for i in range(0, len(pixels)):
p = np.sum(pixels[i], axis=0) / frames
color += p
color = list(map(float, color))
return ox.image.getHSL(color)
def average_volume(prefix, start=0, end=0):
return average_color(prefix, start, end, 'audio')[2]
def get_distance(rgb0, rgb1):
# rgb distance, normalized so that black/white equals 1
dst = math.sqrt(pow(rgb0[0] - rgb1[0], 2) + pow(rgb0[1] - rgb1[1], 2) + pow(rgb0[2] - rgb1[2], 2))
return dst / MAX_DISTANCE
def cuts(prefix):
fname = os.path.join(prefix, 'cuts.json')
if not os.path.exists(fname):
return []
with open(fname) as f:
cuts = json.load(f)
return cuts
def divide(num, by):
# >>> divide(100, 3)
# [33, 33, 34]
arr = []
div = int(num / by)
mod = num % by
for i in range(int(by)):
arr.append(div + (i > by - 1 - mod))
return arr
def timeline_strip(item, cuts, info, prefix):
_debug = False
duration = info['duration']
video_height = info['video'][0]['height']
video_width = info['video'][0]['width']
video_ratio = video_width / video_height
line_image = []
timeline_height = 64
timeline_width = 1500
fps = 25
frames = int(duration * fps)
if cuts[0] != 0:
cuts.insert(0, 0)
cuts = list(map(lambda x: int(round(x * fps)), cuts))
for frame in range(frames):
i = int(frame / timeline_width)
x = frame % timeline_width
if x == 0:
timeline_width = min(timeline_width, frames - frame)
timeline_image = Image.new('RGB', (timeline_width, timeline_height))
if frame in cuts:
c = cuts.index(frame)
if c + 1 < len(cuts):
duration = cuts[c + 1] - cuts[c]
frames = math.ceil(duration / (video_width * timeline_height / video_height))
widths = divide(duration, frames)
frame = frame
if _debug:
print(widths, duration, frames, cuts[c], cuts[c + 1])
for s in range(int(frames)):
frame_ratio = widths[s] / timeline_height
if video_ratio > frame_ratio:
width = int(round(video_height * frame_ratio))
left = int((video_width - width) / 2)
box = (left, 0, left + width, video_height)
else:
height = int(round(video_width / frame_ratio))
top = int((video_height - height) / 2)
box = (0, top, video_width, top + height)
if _debug:
print(frame, 'cut', c, 'frame', s, frame, 'width', widths[s], box)
# FIXME: why does this have to be frame+1?
frame_image = Image.open(item.frame((frame+1)/fps))
frame_image = frame_image.crop(box).resize((widths[s], timeline_height), Image.LANCZOS)
for x_ in range(widths[s]):
line_image.append(frame_image.crop((x_, 0, x_ + 1, timeline_height)))
frame += widths[s]
if len(line_image) > frame:
timeline_image.paste(line_image[frame], (x, 0))
if x == timeline_width - 1:
timeline_file = '%sStrip64p%04d.png' % (prefix, i)
if _debug:
print('writing', timeline_file)
timeline_image.save(timeline_file)
def chop(video, start, end, subtitles=None, dest=None, encode=False):
t = end - start
ext = os.path.splitext(video)[1]
if dest is None:
tmp = tempfile.mkdtemp()
choped_video = '%s/tmp%s' % (tmp, ext)
else:
choped_video = dest
if subtitles and ext == '.mp4':
subtitles_f = choped_video + '.full.srt'
with open(subtitles_f, 'wb') as fd:
fd.write(subtitles)
else:
subtitles_f = None
if False and ext == '.mp4' and settings.CHOP_SUPPORT:
Chop(video, choped_video, start, end, subtitles_f)
if subtitles_f:
os.unlink(subtitles_f)
else:
if encode:
bpp = 0.17
if ext == '.mp4':
vcodec = [
'-c:v', 'libx264',
'-preset:v', 'medium',
'-profile:v', 'high',
'-level', '4.0',
]
acodec = [
'-c:a', 'aac',
'-aq', '6',
'-strict', '-2'
]
else:
vcodec = [
'-c:v', 'libvpx',
'-deadline', 'good',
'-cpu-used', '0',
'-lag-in-frames', '25',
'-auto-alt-ref', '1',
]
acodec = [
'-c:a', 'libvorbis',
'-aq', '6',
]
info = ox.avinfo(video)
if not info['audio']:
acodec = []
if not info['video']:
vcodec = []
else:
height = info['video'][0]['height']
width = info['video'][0]['width']
fps = 30
bitrate = height*width*fps*bpp/1000
vcodec += ['-vb', '%dk' % bitrate]
encoding = vcodec + acodec
else:
encoding = [
'-c:v', 'copy',
'-c:a', 'copy',
]
cmd = [
settings.FFMPEG,
'-y',
'-i', video,
'-ss', '%.3f' % start,
'-t', '%.3f' % t,
] + encoding + [
'-f', ext[1:],
choped_video
]
print(cmd)
p = subprocess.Popen(cmd, stdin=subprocess.PIPE,
stdout=open('/dev/null', 'w'),
stderr=open('/dev/null', 'w'),
close_fds=True)
p.wait()
if subtitles_f and os.path.exists(subtitles_f):
os.unlink(subtitles_f)
if dest is None:
f = open(choped_video, 'rb')
os.unlink(choped_video)
os.rmdir(tmp)
return f
else:
return None
def has_faststart(path):
cmd = [settings.FFPROBE, '-v', 'trace', '-i', path]
p = subprocess.Popen(cmd, stdin=subprocess.PIPE,
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
close_fds=True)
stdout, stderr = p.communicate()
moov = "type:'moov'"
mdat = "type:'mdat'"
blocks = [b for b in stdout.decode().split('\n') if moov in b or mdat in b]
if blocks and moov in blocks[0]:
return True
return False
def remux_stream(src, dst):
info = ox.avinfo(src)
if info.get('audio'):
audio = ['-c:a', 'copy']
else:
audio = []
if info.get('video'):
video = ['-c:v', 'copy']
else:
video = []
cmd = [
settings.FFMPEG,
'-nostats', '-loglevel', 'error',
'-map_metadata', '-1', '-sn',
'-i', src,
] + video + [
] + audio + [
'-movflags', '+faststart',
dst
]
p = subprocess.Popen(cmd, stdin=subprocess.PIPE,
stdout=open('/dev/null', 'w'),
stderr=open('/dev/null', 'w'),
close_fds=True)
p.wait()
return True, None
def ffprobe(path, *args):
cmd = [settings.FFPROBE, '-loglevel', 'error', '-print_format', 'json', '-i', path] + list(args)
p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
stdout, stderr = p.communicate()
return json.loads(stdout.decode())
def get_chapters(path):
info = ffprobe(path, '-show_chapters')
chapters = []
n = 0
for chapter in info.get('chapters', []):
n += 1
chapters.append({
'in': chapter['start_time'],
'out': chapter['end_time'],
'value': chapter.get('tags', {}).get('title', 'Chapter %s' % n)
})
return chapters
def get_text_subtitles(path):
subtitles = []
for stream in ffprobe(path, '-show_streams')['streams']:
if stream.get('codec_name') in ('subrip', 'aas', 'text'):
subtitles.append({
'index': stream['index'],
'language': stream['tags']['language'],
})
return subtitles
def has_img_subtitles(path):
subtitles = []
for stream in ffprobe(path, '-show_streams')['streams']:
if stream.get('codec_type') == 'subtitle' and stream.get('codec_name') in ('dvbsub', 'pgssub'):
subtitles.append({
'index': stream['index'],
'language': stream['tags']['language'],
})
return subtitles
def extract_subtitles(path, language=None):
extra = []
if language:
tracks = get_text_subtitles(path)
track = [t for t in tracks if t['language'] == language]
if track:
extra = ['-map', '0:%s' % track[0]['index']]
else:
raise Exception("unknown language: %s" % language)
cmd = ['ffmpeg', '-loglevel', 'error', '-i', path] + extra + ['-f', 'srt', '-']
p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
stdout, stderr = p.communicate()
return ox.srt.loads(stdout.decode())