QЦiO%SSKrSSKrSSKJr SSKJrJrJrJrJ r SSK r SSK J r \ "S5 Sr \ r\"SS 5r"S S 5r"S S 5rS\\\4SS4SjrS\ R,S\ R,S\ R,S\ R,S\ R,S\ R,S\4SjrS\ R,S\ R,S\\\4S\ R,4SjrSSSSSSS\SSSS\4 S\S\S \S!\S"\S#\S$\S%\\\4S&\S'\S(\S)\S\\\4S*\S\\ R,\ R,\44S+jjrS\S\\\\\\44S,jrS\S\4S-jrS;S.\ R,S\S \S!\S"\S#\S$\S%\\\4S/\S0\S'\S(\S)\S\\\4S1\S2\S\\ R,\ R,44"S3jjrS.\ R,S\\\\\\44S4jr S.\ R,S\4S5jr!SN)Fraction)DictListOptionalTupleUnion) _load_library video_readerTFc<\rSrSr\\S.rSS/rS\S\SS4SjrSrg) Timebase numerator denominatorrrreturnNcXlX lg)Nr)selfrrs X/var/www/html/ai-image-ml/venv/lib/python3.13/site-packages/torchvision/io/_video_opt.py__init__Timebase.__init__s #&)rr) __name__ __module__ __qualname____firstlineno__int__annotations__ __slots__r__static_attributes__rrrrs7$'Yghqrshtgu v  'r vtimebasevfps vduration atimebase asample_rate adurationc[5nUR5S:a[[USR 55[USR 555UlUSR 5[ USR 55- nUR5S:a(SUl[ UR 55U-UlUR5S:a[ UR 55Ul UR5S:a[[USR 55[USR 555Ul USR 5[ USR 55- nUR5S:a(SUl [ UR 55U-Ul UR5S:a[ UR 55Ul U$)z= Build update VideoMetaData struct with info about the video rr T)r$numelrritemr'r1r&r(r)r+r*r,r-)r6r7r8r9r:r;metatimebases r _fill_inforAMs ?D1&s9Q<+<+<+>'?Yq\EVEVEXAYZQ<$$&y|/@/@/B)CC ?? q !DN"' (8"9H"DD  zz|atyy{+1&s9Q<+<+<+>'?Yq\EVEVEXAYZQ<$$&y|/@/@/B)CC ?? q !DN"' (8"9H"DD a!&|'8'8':!; Kraframes aframe_ptsaudio_pts_rangec USUSpCURS5n[XC- S-5[U5- nSnUnX2S:a[USU- U- 5nUSS:waXBS:a[USU- U- 5nXU2SS24$)Nrr )sizer1r) rBrCrDstartend num_samplesstep_per_aframes_idxe_idxs r_align_audio_framesrNmsA 23,,q/KCK!O,u[/AAO E E q!!_Q'%/?BCqRC!*<$<_Q'#-@A ;> ""r?rrFfilenameseek_frame_marginread_video_stream video_width video_heightvideo_min_dimensionvideo_max_dimensionvideo_pts_ranger'read_audio_stream audio_samplesaudio_channelsr+c[U5 [U 5 [RRR UUSUUUUUUSUSUR UR U U U U SU SU R U R 5nUu nnnnnnnnnn[UUUUUU5nUR5S:a [UUU 5nUUU4$)a Reads a video from a file, returning both the video frames and the audio frames Args: filename (str): path to the video file seek_frame_margin (double, optional): seeking frame in the stream is imprecise. Thus, when video_start_pts is specified, we seek the pts earlier by seek_frame_margin seconds read_video_stream (int, optional): whether read video stream. If yes, set to 1. Otherwise, 0 video_width/video_height/video_min_dimension/video_max_dimension (int): together decide the size of decoded frames: - When video_width = 0, video_height = 0, video_min_dimension = 0, and video_max_dimension = 0, keep the original frame resolution - When video_width = 0, video_height = 0, video_min_dimension != 0, and video_max_dimension = 0, keep the aspect ratio and resize the frame so that shorter edge size is video_min_dimension - When video_width = 0, video_height = 0, video_min_dimension = 0, and video_max_dimension != 0, keep the aspect ratio and resize the frame so that longer edge size is video_max_dimension - When video_width = 0, video_height = 0, video_min_dimension != 0, and video_max_dimension != 0, resize the frame so that shorter edge size is video_min_dimension, and longer edge size is video_max_dimension. The aspect ratio may not be preserved - When video_width = 0, video_height != 0, video_min_dimension = 0, and video_max_dimension = 0, keep the aspect ratio and resize the frame so that frame video_height is $video_height - When video_width != 0, video_height == 0, video_min_dimension = 0, and video_max_dimension = 0, keep the aspect ratio and resize the frame so that frame video_width is $video_width - When video_width != 0, video_height != 0, video_min_dimension = 0, and video_max_dimension = 0, resize the frame so that frame video_width and video_height are set to $video_width and $video_height, respectively video_pts_range (list(int), optional): the start and end presentation timestamp of video stream video_timebase (Fraction, optional): a Fraction rational number which denotes timebase in video stream read_audio_stream (int, optional): whether read audio stream. If yes, set to 1. Otherwise, 0 audio_samples (int, optional): audio sampling rate audio_channels (int optional): audio channels audio_pts_range (list(int), optional): the start and end presentation timestamp of audio stream audio_timebase (Fraction, optional): a Fraction rational number which denotes time base in audio stream Returns vframes (Tensor[T, H, W, C]): the `T` video frames aframes (Tensor[L, K]): the audio frames, where `L` is the number of points and `K` is the number of audio_channels info (Dict): metadata for the video and audio. Can contain the fields video_fps (float) and audio_fps (int) rr ) r5torchopsr read_video_from_filerrrAr=rN)rQrRrSrTrUrVrWrXr'rYrZr[rDr+resultvframes _vframe_ptsr6r7r8rBrCr9r:r;infos r_read_video_from_filerd|s@/"/" YY # # 8 8   ""  ""'F*qwmG[)T9gz9Vbdm iy)\9 UD}}%gz?K GT !!rc"[RRRUSSSSSSSSSSSSSSSSSS5nUu p#pEpgpp[ XEXiX5n UR 5R 5nUR 5R 5nX8U 4$)z Decode all video- and audio frames in the video. Only pts (presentation timestamp) is returned. The actual frame pixel data is not copied. Thus, it is much faster than read_video(...) rr rF)r]r^r r_rAnumpytolist) rQr`_vframes vframe_ptsr6r7r8_aframesrCr9r:r;rcs r _read_video_timestamps_from_filerks YY # # 8 8                  'F*rxnH)9 Wc iy\ UD!!#**,J!!#**,J 4 ''rc~[RRRU5nUup#pEpg[ X#XEXg5nU$)zG Probe a video file and return VideoMetaData with info about the video )r]r^r probe_video_from_filerA) rQr`r6r7r8r9r:r;rcs r_probe_video_from_filerns=YY # # 9 9( CFEKBIY< iy\ UD Kr video_datavideo_timebase_numeratorvideo_timebase_denominatoraudio_timebase_numeratoraudio_timebase_denominatorc,[U5 [U 5 [U[R5(dV[R "5 [R "SSS9 [R"U[RS9nSSS5 [RRRUUSUUUUUUSUSUU U U U U SU SUU5nUu nnnnnnnnnnUR5S:a [UUU 5nUU4$!,(df  N=f)a Reads a video from memory, returning both the video frames as the audio frames This function is torchscriptable. Args: video_data (data type could be 1) torch.Tensor, dtype=torch.int8 or 2) python bytes): compressed video content stored in either 1) torch.Tensor 2) python bytes seek_frame_margin (double, optional): seeking frame in the stream is imprecise. Thus, when video_start_pts is specified, we seek the pts earlier by seek_frame_margin seconds read_video_stream (int, optional): whether read video stream. If yes, set to 1. Otherwise, 0 video_width/video_height/video_min_dimension/video_max_dimension (int): together decide the size of decoded frames: - When video_width = 0, video_height = 0, video_min_dimension = 0, and video_max_dimension = 0, keep the original frame resolution - When video_width = 0, video_height = 0, video_min_dimension != 0, and video_max_dimension = 0, keep the aspect ratio and resize the frame so that shorter edge size is video_min_dimension - When video_width = 0, video_height = 0, video_min_dimension = 0, and video_max_dimension != 0, keep the aspect ratio and resize the frame so that longer edge size is video_max_dimension - When video_width = 0, video_height = 0, video_min_dimension != 0, and video_max_dimension != 0, resize the frame so that shorter edge size is video_min_dimension, and longer edge size is video_max_dimension. The aspect ratio may not be preserved - When video_width = 0, video_height != 0, video_min_dimension = 0, and video_max_dimension = 0, keep the aspect ratio and resize the frame so that frame video_height is $video_height - When video_width != 0, video_height == 0, video_min_dimension = 0, and video_max_dimension = 0, keep the aspect ratio and resize the frame so that frame video_width is $video_width - When video_width != 0, video_height != 0, video_min_dimension = 0, and video_max_dimension = 0, resize the frame so that frame video_width and video_height are set to $video_width and $video_height, respectively video_pts_range (list(int), optional): the start and end presentation timestamp of video stream video_timebase_numerator / video_timebase_denominator (float, optional): a rational number which denotes timebase in video stream read_audio_stream (int, optional): whether read audio stream. If yes, set to 1. Otherwise, 0 audio_samples (int, optional): audio sampling rate audio_channels (int optional): audio audio_channels audio_pts_range (list(int), optional): the start and end presentation timestamp of audio stream audio_timebase_numerator / audio_timebase_denominator (float, optional): a rational number which denotes time base in audio stream Returns: vframes (Tensor[T, H, W, C]): the `T` video frames aframes (Tensor[L, K]): the audio frames, where `L` is the number of points and `K` is the number of channels ignore The given buffer is not writablemessagedtypeNrr )r5 isinstancer]Tensorwarningscatch_warningsfilterwarnings frombufferuint8r^r read_video_from_memoryr=rN)rorRrSrTrUrVrWrXrprqrYrZr[rDrrrsr`rarbr6r7r8rBrCr9r:r;s r_read_video_from_memoryr sJ/"/" j%,, / /  $ $ &  # #H6X Y))*EKKHJ' YY # # : :  " "'F,qwmG[)T9gz9Vbdm}}%gz?K G C' &s 9D Dc.[U[R5(dV[R"5 [R "SSS9 [R "U[RS9nSSS5 [RRRUSSSSSSSSSSSSSSSSSS5nUu p#pEpgpp[XEXiX5n UR5R5nUR5R5nX8U 4$!,(df  N=f) z Decode all frames in the video. Only pts (presentation timestamp) is returned. The actual frame pixel data is not copied. Thus, read_video_timestamps(...) is much faster than read_video(...) rurvrwryNrr rF)r{r]r|r}r~rrrr^r rrArfrg) ror`rhrir6r7r8rjrCr9r:r;rcs r"_read_video_timestamps_from_memoryrvs j%,, / /  $ $ &  # #H6X Y))*EKKHJ'YY # # : :                  'F*rxnH)9 Wc iy\ UD!!#**,J!!#**,J 4 ''=' &s 9D Dc[U[R5(dV[R"5 [R "SSS9 [R "U[RS9nSSS5 [RRRU5nUup#pEpg[X#XEXg5nU$!,(df  NL=f)zm Probe a video in memory and return VideoMetaData with info about the video This function is torchscriptable rurvrwryN) r{r]r|r}r~rrrr^r probe_video_from_memoryrA) ror`r6r7r8r9r:r;rcs r_probe_video_from_memoryrs j%,, / /  $ $ &  # #H6X Y))*EKKHJ'YY # # ; ;J GFEKBIY< iy\ UD K' &s 9B44 C start_ptsend_ptspts_unitc f^^^Tc [S5mTS:Xa[R"S5 [U5nURnUR nUUU4SjnSn[ n U(a<[URRURR5n U"U 5nSn [ n U(a<[URRURR5n U"U 5n [USUU SU U S9upn0nU(aURUS'U(aURUS 'XU4$) NinfptsmThe pts_unit 'pts' gives wrong results and will be removed in a follow-up version. Please use pts_unit 'sec'.c>TnTnTS:XaY[[R"TSU- -55nU[S5:wa%[[R"TSU- -55nU[S5:XaSnX4$)Nsecr rrF)rmathfloorr1ceil) time_base start_offset end_offsetrrrs rget_pts_read_video..get_ptsss  u tzz)q9}*EFGLU5\) 7a)m+D!EF u %J''rrPT)rSrXr'rYrDr+r) audio_fps)r1r}warnrnr&r*default_timebaserr'rrr+rdr)r-)rQrrrrcr&r*rrXr'rDr+rarB_infos ``` r _read_videors! ,5  > "( +DII (O%N!$"5"5"?"?ATATA`A`a!.1O%N!$"5"5"?"?ATATA`A`a!.12'%'%Gd E!^^k!33k U ""rc@US:Xa[R"S5 [U5up#nUS:XaH[URR URR 5nUVs/sHofU-PM nnUR(a UROSnX'4$s snf)Nrrr) r}rrkrr'rrr&r))rQrr_rcvideo_time_basexr)s r_read_video_timestampsrs5  > 4H=LCD5"4#6#6#@#@$BUBUBaBab,/0Cq?"C0"&..dI > 1s)B)rOr rrrrrPrr r rrrPrr )rNr)r)$rr} fractionsrtypingrrrrrr] extensionr _HAS_CPU_VIDEO_DECODER ImportErrorOSError_HAS_VIDEO_OPTrrr$rr5r|rArNstrr1r0rdrkrnrrrrrr"rrrsg 55 %#.!!(Aq> ' '%%B U38_  || ,,||||  ,,  || @ # \\ #',|| #FKCQTHo # \\ #" $"  './"'./]"]"]"]" ]"  ]"  ]"]"38_]"]"]"]"]"38_]"]" 5<<} 45]"@ (s (uT#YS S`=`7a (FS] $  '.$%&''.$%&'!j jjj j  j  jj38_j"j!$jjjj38_j"j !$!j" 5<< %&#jZ'( '( 49d3i ./'(T ()*04 :#:#UH_%:#eE8O, -:# :#  5<<tCJ'7 78 :#|$)  5cDN* +Xe_ <=C W#"#s I II