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  • Reading in pydub AudioSegment from url. BytesIO returning "OSError [Errno 2] No such file or directory" on heroku only ; fine on localhost

    24 octobre 2014, par Mark

    EDIT 1 for anyone with the same error : installing ffmpeg did indeed solve that BytesIO error

    EDIT 1 for anyone still willing to help : my problem is now that when I AudioSegment.export("filename.mp3", format="mp3"), the file is made, but has size 0 bytes — details below (as "EDIT 1")


    EDIT 2 : All problems now solved.

    • Files can be read in as AudioSegment using BytesIO
    • I found buildpacks to ensure ffmpeg was installed correctly on my app, with lame support for exporting proper mp3 files

    Answer below


    Original question

    I have pydub working nicely locally to crop a particular mp3 file based on parameters in the url.
    (?start_time=3.8&end_time=5.1)

    When I run foreman start it all looks good on localhost. The html renders nicely.
    The key lines from the views.py include reading in a file from a url using

    url = "https://s3.amazonaws.com/shareducate02/The_giving_tree__by_Alex_Blumberg__sponsored_by_mailchimp-short.mp3"
    mp3 = urllib.urlopen(url).read() # inspired by http://nbviewer.ipython.org/github/ipython-books/cookbook-code/blob/master/notebooks/chapter11_image/06_speech.ipynb
    original=AudioSegment.from_mp3(BytesIO(mp3))  # AudioSegment.from_mp3 is a pydub command, see http://pydub.com
    section = original[start_time_ms:end_time_ms]

    That all works great... until I push to heroku (django app) and run it online.
    then when I load the same page now on the herokuapp.com, I get this error

    OSError at /path/to/page
    [Errno 2] No such file or directory
    Request Method: GET
    Request URL:    http://my.website.com/path/to/page?start_time=3.8&end_time=5
    Django Version: 1.6.5
    Exception Type: OSError
    Exception Value:    
    [Errno 2] No such file or directory
    Exception Location: /app/.heroku/python/lib/python2.7/subprocess.py in _execute_child, line 1327
    Python Executable:  /app/.heroku/python/bin/python
    Python Version: 2.7.8
    Python Path:    
    ['/app',
    '/app/.heroku/python/bin',
    '/app/.heroku/python/lib/python2.7/site-packages/setuptools-5.4.1-py2.7.egg',
    '/app/.heroku/python/lib/python2.7/site-packages/distribute-0.6.36-py2.7.egg',
    '/app/.heroku/python/lib/python2.7/site-packages/pip-1.3.1-py2.7.egg',
    '/app',
    '/app/.heroku/python/lib/python27.zip',
    '/app/.heroku/python/lib/python2.7',
    '/app/.heroku/python/lib/python2.7/plat-linux2',
    '/app/.heroku/python/lib/python2.7/lib-tk',
    '/app/.heroku/python/lib/python2.7/lib-old',
    '/app/.heroku/python/lib/python2.7/lib-dynload',
    '/app/.heroku/python/lib/python2.7/site-packages',
    '/app/.heroku/python/lib/python2.7/site-packages/setuptools-0.6c11-py2.7.egg-info']


    Traceback:
    File "/app/.heroku/python/lib/python2.7/site-packages/django/core/handlers/base.py" in get_response
     112.                     response = wrapped_callback(request, *callback_args, **callback_kwargs)
    File "/app/evernote/views.py" in finalize
     105.       original=AudioSegment.from_mp3(BytesIO(mp3))
    File "/app/.heroku/python/lib/python2.7/site-packages/pydub/audio_segment.py" in from_mp3
     318.         return cls.from_file(file, 'mp3')
    File "/app/.heroku/python/lib/python2.7/site-packages/pydub/audio_segment.py" in from_file
     302.         retcode = subprocess.call(convertion_command, stderr=open(os.devnull))
    File "/app/.heroku/python/lib/python2.7/subprocess.py" in call
     522.     return Popen(*popenargs, **kwargs).wait()
    File "/app/.heroku/python/lib/python2.7/subprocess.py" in __init__
     710.                                 errread, errwrite)
    File "/app/.heroku/python/lib/python2.7/subprocess.py" in _execute_child
     1327.                 raise child_exception

    I have commented out some of the original to convince myself that sure enough the single line original=AudioSegment.from_mp3(BytesIO(mp3)) is where the problem kicks in... but this is not a problem locally

    The full function in views.py starts like this :

    from django.shortcuts import render, get_object_or_404
    from django.http import HttpResponseRedirect #, Http404, HttpResponse
    from django.core.urlresolvers import reverse
    from django.views import generic
    import pydub
    # Maybe only need:
    from pydub import AudioSegment # == see below
    from time import gmtime, strftime

    import boto
    from boto.s3.connection import S3Connection
    from boto.s3.key import Key

    # http://nbviewer.ipython.org/github/ipython-books/cookbook-code/blob/master/notebooks/chapter11_image/06_speech.ipynb
    import urllib
    from io import BytesIO
    # import numpy as np
    # import scipy.signal as sg
    # import pydub # mentioned above already
    # import matplotlib.pyplot as plt
    # from IPython.display import Audio, display
    # import matplotlib as mpl
    # %matplotlib inline

    import os
    # from settings import AWS_ACCESS_KEY, AWS_SECRET_KEY, AWS_BUCKET_NAME
    AWS_ACCESS_KEY = os.environ.get('AWS_ACCESS_KEY') # there must be a better way?
    AWS_SECRET_KEY = os.environ.get('AWS_SECRET_KEY')
    AWS_BUCKET_NAME = os.environ.get('S3_BUCKET_NAME')

    # http://stackoverflow.com/questions/415511/how-to-get-current-time-in-python

    boto_conn = S3Connection(AWS_ACCESS_KEY, AWS_SECRET_KEY)
    bucket = boto_conn.get_bucket(AWS_BUCKET_NAME)
    s3_url_format = 'https://s3.amazonaws.com/shareducate02/{end_path}'

    and specifically the view in views.py that’s called when I visit the page :

    def finalize(request):

       start_time = request.GET.get('start_time')

       end_time = request.GET.get('end_time')

       original_file = "https://s3.amazonaws.com/shareducate02/The_giving_tree__by_Alex_Blumberg__sponsored_by_mailchimp-short.mp3"


       if start_time:

         # original=AudioSegment.from_mp3(original_file)  #...that didn't work
         # but this works below:

         # next three uncommented lines from http://nbviewer.ipython.org/github/ipython-books/cookbook-code/blob/master/notebooks/chapter11_image/06_speech.ipynb
         # python 2.x
         url = original_file
         # req = urllib.Request(url, headers={'User-Agent': ''}) # Note: I commented out this because I got error that "Request" did not exist
         mp3 = urllib.urlopen(url).read()
         # That's for my 2.7

         # If I ever upgrade to python 3.x, would need to change it to:
         # req = urllib.request.Request(url, headers={'User-Agent': ''})
         # mp3 = urllib.request.urlopen(req).read()
         # as per instructions on http://nbviewer.ipython.org/github/ipython-books/cookbook-code/blob/master/notebooks/chapter11_image/06_speech.ipynb

         original=AudioSegment.from_mp3(BytesIO(mp3))
         # original=AudioSegment.from_mp3("static/givingtree.mp3") # alternative that works locally (on laptop) but no use for heroku

         start_time_ms = int(float(start_time) * 1000)
         if end_time:
           end_time_ms = int(float(end_time) * 1000)
         else:
           end_time_ms = int(float(original.duration_seconds) * 1000)
         duration_ms = end_time_ms - start_time_ms
         # duration = end_time - start_time
         duration = duration_ms/1000

      #   section = original[start_time_ms:end_time_ms]
      #   section_with_fading = section.fade_in(100).fade_out(100)

         clip = "demo-"
         number = strftime("%Y-%m-%d_%H-%M-%S", gmtime())
         clip += number
         clip += ".mp3"

         # DON'T BOTHER writing locally:
         # clip_with_path = "evernote/static/"+clip
         # section_with_fading.export(clip_with_path, format = "mp3")

      #   tempclip = section_with_fading.export(format = "mp3")

         # commented out while de-bugging, but was working earlier if run on localhost
         # c = boto.connect_s3()
         # b = c.get_bucket(S3_BUCKET_NAME)  # as defined above
         # k = Key(b)
         # k.key=clip
         # # k.set_contents_from_filename(clip_with_path)
         # k.set_contents_from_file(tempclip)
         # k.set_acl('public-read')
         clip_made = True
       else:
         duration = 0.0
         clip_made = False
         clip = ""
       context = {'original_file':original_file, 'new_file':clip, 'start_time': start_time, 'end_time':end_time, 'duration':duration, 'clip_made':clip_made}
       return render(request, 'finalize.html' , context)

    Any suggestions ?

    Potentially related :
    I have ffmpeg installed locally

    But have been unable to install it onto heroku, due to not understanding buildpacks. I tried just a moment ago (http://stackoverflow.com/questions/14407388/how-to-install-ffmpeg-for-a-django-app-on-heroku and https://github.com/shunjikonishi/heroku-buildpack-ffmpeg) but so far ffmpeg is not working on heroku (ffmpeg is not recognised when I do "heroku run ffmpeg —version")
    ...do you think this is the reason ?

    An answer like any of these would be much appreciated as I’m going round in circles here :

    1. "I think ffmpeg is indeed your problem. Try harder to sort that out, to get it installed on heroku"
    2. "Actually, I think this is why BytesIO is not working for you : ..."
    3. "Your approach is terrible anyway... if you want to read in an audio file to process using pydub, you should just do this instead : ..." (since I’m just hacking my way through pydub for my first time... my approach may be poor)

    EDIT 1

    ffmpeg is now installed (e.g., I can output wav files)

    However, I can’t create mp3 files, still... or more correctly, I can, but the filesize is zero

    (venv-app)moriartymacbookair13:getstartapp macuser$ heroku config:add BUILDPACK_URL=https://github.com/ddollar/heroku-buildpack-multi.git
    Setting config vars and restarting awe01... done, v93
    BUILDPACK_URL: https://github.com/ddollar/heroku-buildpack-multi.git
    (venv-app)moriartymacbookair13:getstartapp macuser$ vim .buildpacks
    (venv-app)moriartymacbookair13:getstartapp macuser$ cat .buildpacks
    https://github.com/shunjikonishi/heroku-buildpack-ffmpeg.git
    https://github.com/heroku/heroku-buildpack-python.git
    (venv-app)moriartymacbookair13:getstartapp macuser$ git add --all
    (venv-app)moriartymacbookair13:getstartapp macuser$ git commit -m "need multi, not just ffmpeg, so adding back in multi + shun + heroku, with trailing .git in .buildpacks file"
    [master cd99fef] need multi, not just ffmpeg, so adding back in multi + shun + heroku, with trailing .git in .buildpacks file
    1 file changed, 2 insertions(+), 2 deletions(-)
    (venv-app)moriartymacbookair13:getstartapp macuser$ git push heroku master
    Fetching repository, done.
    Counting objects: 5, done.
    Delta compression using up to 4 threads.
    Compressing objects: 100% (3/3), done.
    Writing objects: 100% (3/3), 372 bytes | 0 bytes/s, done.
    Total 3 (delta 2), reused 0 (delta 0)

    -----> Fetching custom git buildpack... done
    -----> Multipack app detected
    =====> Downloading Buildpack: https://github.com/shunjikonishi/heroku-buildpack-ffmpeg.git
    =====> Detected Framework: ffmpeg
    -----> Install ffmpeg
          DOWNLOAD_URL =  http://flect.github.io/heroku-binaries/libs/ffmpeg.tar.gz
          exporting PATH and LIBRARY_PATH
    =====> Downloading Buildpack: https://github.com/heroku/heroku-buildpack-python.git
    =====> Detected Framework: Python
    -----> Installing dependencies with pip
          Cleaning up...

    -----> Preparing static assets
          Collectstatic configuration error. To debug, run:
          $ heroku run python ./example/manage.py collectstatic --noinput

    Using release configuration from last framework (Python).
    -----> Discovering process types
          Procfile declares types -> web

    -----> Compressing... done, 198.1MB
    -----> Launching... done, v94
          http://[redacted].herokuapp.com/ deployed to Heroku

    To git@heroku.com:awe01.git
      78d6b68..cd99fef  master -> master
    (venv-app)moriartymacbookair13:getstartapp macuser$ heroku run ffmpeg
    Running `ffmpeg` attached to terminal... up, run.6408
    ffmpeg version git-2013-06-02-5711e4f Copyright (c) 2000-2013 the FFmpeg developers
     built on Jun  2 2013 07:38:40 with gcc 4.4.3 (Ubuntu 4.4.3-4ubuntu5.1)
     configuration: --enable-shared --disable-asm --prefix=/app/vendor/ffmpeg
     libavutil      52. 34.100 / 52. 34.100
     libavcodec     55. 13.100 / 55. 13.100
     libavformat    55.  8.102 / 55.  8.102
     libavdevice    55.  2.100 / 55.  2.100
     libavfilter     3. 74.101 /  3. 74.101
     libswscale      2.  3.100 /  2.  3.100
     libswresample   0. 17.102 /  0. 17.102
    Hyper fast Audio and Video encoder
    usage: ffmpeg [options] [[infile options] -i infile]... {[outfile options] outfile}...

    Use -h to get full help or, even better, run 'man ffmpeg'
    (venv-app)moriartymacbookair13:getstartapp macuser$ heroku run bash
    Running `bash` attached to terminal... up, run.9660
    ~ $ python
    Python 2.7.8 (default, Jul  9 2014, 20:47:08)
    [GCC 4.4.3] on linux2
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import pydub
    >>> from pydub import AudioSegment
    >>> exit()
    ~ $ which ffmpeg
    /app/vendor/ffmpeg/bin/ffmpeg
    ~ $ python

    Python 2.7.8 (default, Jul  9 2014, 20:47:08)
    [GCC 4.4.3] on linux2
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import pydub
    >>> from pydub import AudioSegment
    >>> AudioSegment.silent(5000).export("/tmp/asdf.mp3", "mp3")
    <open file="file"></open>tmp/asdf.mp3', mode 'wb+' at 0x7f9a37d44780>
    >>> exit ()
    ~ $ cd /tmp/
    /tmp $ ls
    asdf.mp3
    /tmp $ open asdf.mp3
    bash: open: command not found
    /tmp $ ls -lah
    total 8.0K
    drwx------  2 u36483 36483 4.0K 2014-10-22 04:14 .
    drwxr-xr-x 14 root   root  4.0K 2014-09-26 07:08 ..
    -rw-------  1 u36483 36483    0 2014-10-22 04:14 asdf.mp3

    Note the file size of 0 above for the mp3 file... when I do the same thing on my macbook, the file size is never zero

    Back to the heroku shell :

    /tmp $ python
    Python 2.7.8 (default, Jul  9 2014, 20:47:08)
    [GCC 4.4.3] on linux2
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import pydub
    >>> from pydub import AudioSegment
    >>> pydub.AudioSegment.ffmpeg = "/app/vendor/ffmpeg/bin/ffmpeg"
    >>> AudioSegment.silence(1200).export("/tmp/herokuSilence.mp3", format="mp3")
    Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
    AttributeError: type object 'AudioSegment' has no attribute 'silence'
    >>> AudioSegment.silent(1200).export("/tmp/herokuSilence.mp3", format="mp3")
    <open file="file"></open>tmp/herokuSilence.mp3', mode 'wb+' at 0x7fcc2017c780>
    >>> exit()
    /tmp $ ls
    asdf.mp3  herokuSilence.mp3
    /tmp $ ls -lah
    total 8.0K
    drwx------  2 u36483 36483 4.0K 2014-10-22 04:29 .
    drwxr-xr-x 14 root   root  4.0K 2014-09-26 07:08 ..
    -rw-------  1 u36483 36483    0 2014-10-22 04:14 asdf.mp3
    -rw-------  1 u36483 36483    0 2014-10-22 04:29 herokuSilence.mp3
    </module></stdin>

    I realised the first time that I had forgotten the pydub.AudioSegment.ffmpeg = "/app/vendor/ffmpeg/bin/ffmpeg" command, but as you can see above, the file is still zero size

    Out of desperation, I even tried adding the ".heroku" into the path to be as verbatim as your example, but that didn’t fix it :

    /tmp $ python
    Python 2.7.8 (default, Jul  9 2014, 20:47:08)
    [GCC 4.4.3] on linux2
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import pydub
    >>> from pydub import AudioSegment
    >>> pydub.AudioSegment.ffmpeg = "/app/.heroku/vendor/ffmpeg/bin/ffmpeg"
    >>> AudioSegment.silent(1200).export("/tmp/herokuSilence03.mp3", format="mp3")
    <open file="file"></open>tmp/herokuSilence03.mp3', mode 'wb+' at 0x7fc92aca7780>
    >>> exit()
    /tmp $ ls -lah
    total 8.0K
    drwx------  2 u36483 36483 4.0K 2014-10-22 04:31 .
    drwxr-xr-x 14 root   root  4.0K 2014-09-26 07:08 ..
    -rw-------  1 u36483 36483    0 2014-10-22 04:14 asdf.mp3
    -rw-------  1 u36483 36483    0 2014-10-22 04:31 herokuSilence03.mp3
    -rw-------  1 u36483 36483    0 2014-10-22 04:29 herokuSilence.mp3

    Finally, I tried exporting a .wav file to check pydub was at least working correctly

    /tmp $ python
    Python 2.7.8 (default, Jul  9 2014, 20:47:08)
    [GCC 4.4.3] on linux2
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import pydub
    >>> from pydub import AudioSegment
    >>> pydub.AudioSegment.ffmpeg = "/app/vendor/ffmpeg/bin/ffmpeg"
    >>> AudioSegment.silent(1300).export("/tmp/heroku_wav_silence01.wav", format="wav")
    <open file="file"></open>tmp/heroku_wav_silence01.wav', mode 'wb+' at 0x7fa33cbf3780>
    >>> exit()
    /tmp $ ls
    asdf.mp3  herokuSilence03.mp3  herokuSilence.mp3  heroku_wav_silence01.wav
    /tmp $ ls -lah
    total 40K
    drwx------  2 u36483 36483 4.0K 2014-10-22 04:42 .
    drwxr-xr-x 14 root   root  4.0K 2014-09-26 07:08 ..
    -rw-------  1 u36483 36483    0 2014-10-22 04:14 asdf.mp3
    -rw-------  1 u36483 36483    0 2014-10-22 04:31 herokuSilence03.mp3
    -rw-------  1 u36483 36483    0 2014-10-22 04:29 herokuSilence.mp3
    -rw-------  1 u36483 36483  29K 2014-10-22 04:42 heroku_wav_silence01.wav
    /tmp $

    At least that filesize for .wav is non-zero, so pydub is working

    My current theory is that either I’m still not using ffmpeg correctly, or it’s insufficient... maybe I need an mp3 additional install on top of basic ffmpeg.

    Several sites mention "libavcodec-extra-53" but I’m not sure how to install that on heroku, or to check if I have it ? https://github.com/jiaaro/pydub/issues/36
    Similarly tutorials on libmp3lame seem to be geared towards laptop installation rather than installation on heroku, so I’m at a loss http://superuser.com/questions/196857/how-to-install-libmp3lame-for-ffmpeg

    In case relevant, I also have youtube-dl in my requirements.txt... this also works locally on my macbook, but fails when I run it in the heroku shell :

    ~/ytdl $ youtube-dl --restrict-filenames -x --audio-format mp3 n2anDgdUHic
    [youtube] Setting language
    [youtube] Confirming age
    [youtube] n2anDgdUHic: Downloading webpage
    [youtube] n2anDgdUHic: Downloading video info webpage
    [youtube] n2anDgdUHic: Extracting video information
    [download] Destination: Boyce_Avenue_feat._Megan_Nicole_-_Skyscraper_Patrick_Ebert_Edit-n2anDgdUHic.m4a
    [download] 100% of 5.92MiB in 00:00
    [ffmpeg] Destination: Boyce_Avenue_feat._Megan_Nicole_-_Skyscraper_Patrick_Ebert_Edit-n2anDgdUHic.mp3
    ERROR: audio conversion failed: Unknown encoder 'libmp3lame'
    ~/ytdl $

    The informative link is that it too specificies an mp3 failure, so perhaps they two issues are related.


    EDIT 2

    See answer, all problems solved

  • Get Proper Progress Updates on Two Long Waited Concurrent Processes in ASP.NET

    17 juillet 2012, par irfanmcsd

    I implemented background video processing using .net ffmpeg wrapper http://www.mediasoftpro.com with progress bar indication to calculate how much video is processed and send information to web page to update progress bar indicator. Its working fine if only single process works at a time, but in case of two concurrent processes (start two video publishing at once let say from two different computers), progress bar suddenly mixed progress status.
    Here is my code where i used static objects to properly send information of single instance to progress bar.

    static string FileName = "grey_03";
    protected void Page_Load(object sender, EventArgs e)
    {
       if (!Page.IsPostBack)
       {
           if (Request.Params["file"] != null)
           {
               FileName = Request.Params["file"].ToString();
           }
       }
    }
    public static double ProgressValue = 0;
    public static MediaHandler _mhandler = new MediaHandler();

    [WebMethod]
    public static string EncodeVideo()
    {
       // MediaHandler _mhandler = new MediaHandler();
       string RootPath = HttpContext.Current.Server.MapPath(HttpContext.Current.Request.ApplicationPath);
       _mhandler.FFMPEGPath = HttpContext.Current.Server.MapPath("~\\ffmpeg_july_2012\\bin\\ffmpeg.exe");
       _mhandler.InputPath = RootPath + "\\contents\\original";
       _mhandler.OutputPath = RootPath + "\\contents\\mp4";
       _mhandler.BackgroundProcessing = true;
       _mhandler.FileName = "Grey.avi";
       _mhandler.OutputFileName =FileName;
       string presetpath = RootPath + "\\ffmpeg_july_2012\\presets\\libx264-ipod640.ffpreset";
       _mhandler.Parameters = " -b:a 192k -b:v 500k -fpre \"" + presetpath + "\"";
       _mhandler.OutputExtension = ".mp4";
       _mhandler.VCodec = "libx264";
       _mhandler.ACodec = "libvo_aacenc";
       _mhandler.Channel = 2;
       _mhandler.ProcessMedia();
       return _mhandler.vinfo.ErrorCode.ToString();
    }

    [WebMethod]
    public static string GetProgressStatus()
    {
       return Math.Round(_mhandler.vinfo.ProcessingCompleted, 2).ToString();
       // if vinfo.processingcomplete==100, then you can get complete information from vinfo object and store it in database and perform other processing.
    }

    Here is jquery functions responsible for updating progress bar indication after every second etc.

    $(function () {
            $("#vprocess").on({
                click: function (e) {
                    ProcessEncoding();
                    var IntervalID = setInterval(function () {
                        GetProgressValue(IntervalID);
                    }, 1000);
                    return false;
                }
            }, &#39;#btn_process&#39;);

        });
        function GetProgressValue(intervalid) {
            $.ajax({
                type: "POST",
                url: "concurrent_03.aspx/GetProgressStatus",
                data: "{}",
                contentType: "application/json; charset=utf-8",
                dataType: "json",
                success: function (msg) {
                    // Do something interesting here.
                    $("#pstats").text(msg.d);
                    $("#pbar_int_01").attr(&#39;style&#39;, &#39;width: &#39; + msg.d + &#39;%;&#39;);
                    if (msg.d == "100") {
                        $(&#39;#pbar01&#39;).removeClass("progress-danger");
                        $(&#39;#pbar01&#39;).addClass("progress-success");
                        if (intervalid != 0) {
                            clearInterval(intervalid);
                        }
                        FetchInfo();
                    }
                }
            });
        }

    The problem arises due to static mediahandler object

    public static MediaHandler _mhandler = new MediaHandler();

    I need a way to keep two concurrent processes information separate from each other in order to update progress bar with value exactly belong to that process.

  • Best Web Video Encoding Practices for IOS (FFMpeg)

    21 juin 2012, par MagicMushroom

    I am working on an online video repository system for a client, written mostly in PHP. At the moment I am building a mobile version of our desktop website. Our desktop site allows users to watch videos in the browser, much like YouTube.

    My client uploads videos through the manager interface I have created, and my application uses FFmpeg on the server to transcode his videos into several resolutions and bitrates. I am no expert on FFmpeg, and while I do not know the ins and outs of each individual setting, I do understand how it works as a whole. Right now, we are using the mp4 container format with the h.264 codec to encode our videos. Our command looks like :

    ffmpeg -y -i "INPUT FILE.mov" -f mp4 -s 640x480 -vcodec libx264 -preset fast -maxrate 1500 -bitrate 1000 -bufsize 4096 -acodec libfaac -ab 192 -ac 2 "OUTPUT_FILE.mp4" >> "FILE.log" 2>&1 &

    I'm hoping to gain information about best practices with encoding video for web streaming on IOS and other mobile devices using FFmpeg. What resolutions and settings make for good mobile streaming video ? How can I ensure maximum compatibility across the sea of Android devices ?