1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492
|
# -*- coding: utf-8 -*-
# imageio is distributed under the terms of the (new) BSD License.
""" Plugin for reading videos via AvBin
Would be nice if we could capture webcam with this, but unfortunately,
avbin does not currently support this.
"""
from __future__ import absolute_import, print_function, division
import numpy as np
import ctypes
import sys
import os
from .. import formats
from ..core import (
Format,
get_platform,
get_remote_file,
InternetNotAllowedError,
NeedDownloadError,
)
FNAME_PER_PLATFORM = {
"osx64": "libavbin-10-osx.dylib",
"win32": "avbin-10-win32.dll",
"win64": "avbin-10-win64.dll",
"linux32": "libavbin-10-linux32.so",
"linux64": "libavbin-10-linux64.so",
}
AVBIN_RESULT_ERROR = -1
AVBIN_RESULT_OK = 0
# AVbinResult = ctypes.c_int
def AVbinResult(x):
if x != AVBIN_RESULT_OK:
raise RuntimeError("AVBin returned error code %i" % x)
return x
AVBIN_STREAM_TYPE_UNKNOWN = 0
AVBIN_STREAM_TYPE_VIDEO = 1
AVBIN_STREAM_TYPE_AUDIO = 2
AVbinStreamType = ctypes.c_int
AVBIN_SAMPLE_FORMAT_U8 = 0
AVBIN_SAMPLE_FORMAT_S16 = 1
AVBIN_SAMPLE_FORMAT_S24 = 2
AVBIN_SAMPLE_FORMAT_S32 = 3
AVBIN_SAMPLE_FORMAT_FLOAT = 4
AVbinSampleFormat = ctypes.c_int
AVBIN_LOG_QUIET = -8
AVBIN_LOG_PANIC = 0
AVBIN_LOG_FATAL = 8
AVBIN_LOG_ERROR = 16
AVBIN_LOG_WARNING = 24
AVBIN_LOG_INFO = 32
AVBIN_LOG_VERBOSE = 40
AVBIN_LOG_DEBUG = 48
AVbinLogLevel = ctypes.c_int
AVbinFileP = ctypes.c_void_p
AVbinStreamP = ctypes.c_void_p
Timestamp = ctypes.c_int64
class AVbinFileInfo(ctypes.Structure):
_fields_ = [
("structure_size", ctypes.c_size_t),
("n_streams", ctypes.c_int),
("start_time", Timestamp),
("duration", Timestamp),
("title", ctypes.c_char * 512),
("author", ctypes.c_char * 512),
("copyright", ctypes.c_char * 512),
("comment", ctypes.c_char * 512),
("album", ctypes.c_char * 512),
("year", ctypes.c_int),
("track", ctypes.c_int),
("genre", ctypes.c_char * 32),
]
class _AVbinStreamInfoVideo8(ctypes.Structure):
_fields_ = [
("width", ctypes.c_uint),
("height", ctypes.c_uint),
("sample_aspect_num", ctypes.c_uint),
("sample_aspect_den", ctypes.c_uint),
("frame_rate_num", ctypes.c_uint),
("frame_rate_den", ctypes.c_uint),
]
class _AVbinStreamInfoAudio8(ctypes.Structure):
_fields_ = [
("sample_format", ctypes.c_int),
("sample_rate", ctypes.c_uint),
("sample_bits", ctypes.c_uint),
("channels", ctypes.c_uint),
]
class _AVbinStreamInfoUnion8(ctypes.Union):
_fields_ = [("video", _AVbinStreamInfoVideo8), ("audio", _AVbinStreamInfoAudio8)]
class AVbinStreamInfo8(ctypes.Structure):
_fields_ = [
("structure_size", ctypes.c_size_t),
("type", ctypes.c_int),
("u", _AVbinStreamInfoUnion8),
]
class AVbinPacket(ctypes.Structure):
_fields_ = [
("structure_size", ctypes.c_size_t),
("timestamp", Timestamp),
("stream_index", ctypes.c_int),
("data", ctypes.POINTER(ctypes.c_uint8)),
("size", ctypes.c_size_t),
]
AVbinLogCallback = ctypes.CFUNCTYPE(
None, ctypes.c_char_p, ctypes.c_int, ctypes.c_char_p
)
def timestamp_from_avbin(timestamp):
return float(timestamp) / 1000000
def download(directory=None, force_download=False):
""" Download the avbin library to your computer.
Parameters
----------
directory : str | None
The directory where the file will be cached if a download was
required to obtain the file. By default, the appdata directory
is used. This is also the first directory that is checked for
a local version of the file.
force_download : bool | str
If True, the file will be downloaded even if a local copy exists
(and this copy will be overwritten). Can also be a YYYY-MM-DD date
to ensure a file is up-to-date (modified date of a file on disk,
if present, is checked).
"""
plat = get_platform()
if not (plat and plat in FNAME_PER_PLATFORM):
raise RuntimeError("AVBIN lib is not available for platform %s" % plat)
fname = "avbin/" + FNAME_PER_PLATFORM[plat]
get_remote_file(fname=fname, directory=directory, force_download=force_download)
def get_avbin_lib():
""" Get avbin .dll/.dylib/.so
"""
lib = os.getenv("IMAGEIO_AVBIN_LIB", None)
if lib: # pragma: no cover
return lib
platform = get_platform()
try:
lib = FNAME_PER_PLATFORM[platform]
except KeyError: # pragma: no cover
raise RuntimeError("Avbin plugin is not supported on platform %s" % platform)
try:
return get_remote_file("avbin/" + lib, auto=False)
except NeedDownloadError:
raise NeedDownloadError(
"Need avbin library. "
"You can obtain it with either:\n"
" - download using the command: "
"imageio_download_bin avbin\n"
" - download by calling (in Python): "
"imageio.plugins.avbin.download()\n"
)
except InternetNotAllowedError as err:
raise IOError("Could not download avbin lib:\n%s" % str(err))
# in this case we raise. Can we try finding the system lib?
class AvBinFormat(Format):
"""
The AvBinFormat uses the AvBin library (based on libav) to read
video files.
This plugin is more efficient than the ffmpeg plugin, because it
uses ctypes (rather than a pipe like the ffmpeg plugin does).
Further, it supports reading images into a given numpy array.
The limitations of this plugin are that seeking, writing and camera
feeds are not supported. See the ffmpeg format for these features.
The avbin plugin requires an `avbin` binary. If this binary is
not available on the system, it can be downloaded manually from
<https://github.com/imageio/imageio-binaries> by either
- the command line script ``imageio_download_bin avbin``
- the Python method ``imageio.plugins.avbin.download()``.
Parameters for reading
----------------------
loop : bool
If True, the video will rewind as soon as a frame is requested
beyond the last frame. Otherwise, IndexError is raised. Default False.
stream : int
Specifies which video stream to read. Default 0.
videoformat : str | None
Specifies the video format (e.g. 'avi', or 'mp4'). If this is None
(default) the format is auto-detected.
Parameters for get_data
-----------------------
out : np.ndarray
destination for the data retrieved. This can be used to save
time-consuming memory allocations when reading multiple image
sequntially. The shape of out must be (width, height, 3), the
dtype must be np.uint8 and it must be C-contiguous.
Use the create_empty_image() method of the reader object
to create an array that is suitable for get_data.
"""
def __init__(self, *args, **kwargs):
self._avbin = None
Format.__init__(self, *args, **kwargs)
def _can_read(self, request):
if request.mode[1] in (self.modes + "?"):
if request.extension in self.extensions:
return True
def _can_write(self, request):
return False # AvBin does not support writing videos
def avbinlib(self, libpath=None):
if self._avbin is not None and libpath is None:
# Already loaded
return self._avbin
if libpath is None:
libpath = get_avbin_lib()
self._avbin = avbin = ctypes.cdll.LoadLibrary(libpath)
avbin.avbin_get_version.restype = ctypes.c_int
avbin.avbin_get_ffmpeg_revision.restype = ctypes.c_int
avbin.avbin_get_audio_buffer_size.restype = ctypes.c_size_t
avbin.avbin_have_feature.restype = ctypes.c_int
avbin.avbin_have_feature.argtypes = [ctypes.c_char_p]
avbin.avbin_init.restype = AVbinResult
avbin.avbin_set_log_level.restype = AVbinResult
avbin.avbin_set_log_level.argtypes = [AVbinLogLevel]
avbin.avbin_set_log_callback.argtypes = [AVbinLogCallback]
avbin.avbin_open_filename.restype = AVbinFileP
avbin.avbin_open_filename.argtypes = [ctypes.c_char_p]
avbin.avbin_open_filename_with_format.restype = AVbinFileP
avbin.avbin_open_filename_with_format.argtypes = [
ctypes.c_char_p,
ctypes.c_char_p,
]
avbin.avbin_close_file.argtypes = [AVbinFileP]
avbin.avbin_seek_file.argtypes = [AVbinFileP, Timestamp]
avbin.avbin_file_info.argtypes = [AVbinFileP, ctypes.POINTER(AVbinFileInfo)]
avbin.avbin_stream_info.argtypes = [
AVbinFileP,
ctypes.c_int,
ctypes.POINTER(AVbinStreamInfo8),
]
avbin.avbin_open_stream.restype = ctypes.c_void_p
avbin.avbin_open_stream.argtypes = [AVbinFileP, ctypes.c_int]
avbin.avbin_close_stream.argtypes = [AVbinStreamP]
avbin.avbin_read.argtypes = [AVbinFileP, ctypes.POINTER(AVbinPacket)]
avbin.avbin_read.restype = AVbinResult
avbin.avbin_decode_audio.restype = ctypes.c_int
avbin.avbin_decode_audio.argtypes = [
AVbinStreamP,
ctypes.c_void_p,
ctypes.c_size_t,
ctypes.c_void_p,
ctypes.POINTER(ctypes.c_int),
]
avbin.avbin_decode_video.restype = ctypes.c_int
avbin.avbin_decode_video.argtypes = [
AVbinStreamP,
ctypes.c_void_p,
ctypes.c_size_t,
ctypes.c_void_p,
]
avbin.avbin_init()
avbin.avbin_set_log_level(AVBIN_LOG_QUIET)
return self._avbin
# -- reader
class Reader(Format.Reader):
def _open(self, loop=False, stream=0, videoformat=None, skipempty=False):
# Init args
self._arg_loop = bool(loop)
self._arg_stream = int(stream)
self._arg_videoformat = videoformat
self._arg_skipempty = bool(skipempty)
# Init other variables
self._filename = self.request.get_local_filename()
self._file = None
self._meta = {"plugin": "avbin"}
self._init_video()
def _init_video(self):
avbin = self.format.avbinlib()
filename_bytes = self._filename.encode(sys.getfilesystemencoding())
# Open file
if self._arg_videoformat is not None:
self._file = avbin.avbin_open_filename_with_format(
filename_bytes, self._arg_videoformat.encode("ascii")
)
else:
self._file = avbin.avbin_open_filename(filename_bytes)
if not self._file:
raise IOError('Could not open "%s"' % self._filename)
# Get info
self._info = AVbinFileInfo()
self._info.structure_size = ctypes.sizeof(self._info)
avbin.avbin_file_info(self._file, ctypes.byref(self._info))
# Store some info in meta dict
self._meta["avbin_version"] = str(avbin.avbin_get_version())
self._meta["title"] = self._info.title.decode("utf-8")
self._meta["author"] = self._info.author.decode("utf-8")
# The reported duration is different from what we get from ffmpeg,
# and using it as is will yielf a wrong nframes. We correct below
self._meta["duration"] = timestamp_from_avbin(self._info.duration)
# Parse through the available streams in the file and find
# the video stream specified by stream
video_stream_counter = 0
for i in range(self._info.n_streams):
info = AVbinStreamInfo8()
info.structure_size = ctypes.sizeof(info)
avbin.avbin_stream_info(self._file, i, info)
if info.type != AVBIN_STREAM_TYPE_VIDEO:
continue
if video_stream_counter != self._arg_stream:
video_stream_counter += 1
continue
# We have the n-th (n=stream number specified) video stream
self._stream = avbin.avbin_open_stream(self._file, i)
# Store info specific to this stream
self._stream_info = info
self._width = info.u.video.width
self._height = info.u.video.height
# Store meta info
self._meta["size"] = self._width, self._height
self._meta["source_size"] = self._width, self._height
self._meta["fps"] = float(info.u.video.frame_rate_num) / float(
info.u.video.frame_rate_den
)
self._meta["duration"] -= 1.0 / self._meta["fps"] # correct
self._meta["nframes"] = int(self._meta["duration"] * self._meta["fps"])
self._stream_index = i
break
else:
raise IOError(
"Stream #%d not found in %r" % (self._arg_stream, self._filename)
)
self._packet = AVbinPacket()
self._packet.structure_size = ctypes.sizeof(self._packet)
self._framecounter = 0
def _close(self):
if self._file is not None:
avbin = self.format.avbinlib()
avbin.avbin_close_file(self._file)
self._file = None
def _get_length(self):
# Return the number of images. Can be np.inf
# Note that nframes is an estimate that can be a few frames off
# for very large video files
return self._meta["nframes"]
def create_empty_image(self):
return np.zeros((self._height, self._width, 3), dtype=np.uint8)
def _get_data(self, index, out=None):
avbin = self.format.avbinlib()
# Modulo index (for looping)
if self._meta["nframes"] and self._meta["nframes"] < float("inf"):
if self._arg_loop:
index = index % self._meta["nframes"]
# Check index
if index < 0:
raise IndexError("Frame index must be > 0")
elif index >= self._meta["nframes"]:
raise IndexError("Reached end of video")
elif index != self._framecounter:
if index == 0: # Rewind
self._close()
self._init_video()
return self._get_data(0)
raise IndexError("Avbin format cannot seek")
self._framecounter += 1
if out is None:
out = self.create_empty_image()
assert (
out.dtype == np.uint8
and out.flags.c_contiguous
and out.shape == (self._height, self._width, 3)
)
# Read from the file until the next packet of our video
# stream is found
while True:
try:
avbin.avbin_read(self._file, ctypes.byref(self._packet))
except RuntimeError: # todo: I hope we can fix this ...
raise IndexError("Reached end of video too soon")
if self._packet.stream_index != self._stream_index:
continue
# Decode the image, storing data in the out array
try:
ptr = out.ctypes.data
except Exception: # pragma: no cover - IS_PYPY
ptr = out.__array_interface__["data"][0]
result = avbin.avbin_decode_video(
self._stream, self._packet.data, self._packet.size, ptr
)
# Check for success. If not, continue reading the file stream
# AK: disabled for now, because this will make the file
# shorter; you're just dropping frames! We need to think
# of a better solution ...
if (not self._arg_skipempty) or result != -1:
break
# Return array and dummy meta data
return out, dict(timestamp=self._packet.timestamp)
def _get_meta_data(self, index):
return self._meta
# Register. You register an *instance* of a Format class. Here specify:
format = AvBinFormat(
"avbin", # short name
"Many video formats (via AvBin, i.e. libav library)",
"mov avi mp4 mpg mpeg mkv", # list of extensions
"I", # modes, characters in iIvV
)
formats.add_format(format)
|