Data Exercise 2.2: Using OSDF for outputs¶
In this exercise, we will run a multimedia program that converts and manipulates video files.
In particular, we want to convert large .mov
files to smaller (10-100s of MB) mp4
files.
Just like the Blast database in the previous exercise, these video
files are potentially too large to send to jobs using HTCondor's default file transfer for
inputs/outputs, so we will use OSDF.
Data¶
To get the exercise set up:
-
Log into
ap40.uw.osg-htc.org
-
Create a directory for this exercise named
osdf-outputs
and change into it. -
Download the input data and store it under the OSDF directory (
cd
to that directory first):user@ap40 $ cd /ospool/PROTECTED/[USERNAME]/ user@ap40 $ wget http://proxy.chtc.wisc.edu/SQUID/osg-school-2023/ducks.mov user@ap40 $ wget http://proxy.chtc.wisc.edu/SQUID/osg-school-2023/teaching.mov user@ap40 $ wget http://proxy.chtc.wisc.edu/SQUID/osg-school-2023/test_open_terminal.mov
-
We're going to need a list of these files later. Below is the final list of movie files.
cd
back to yourosdf-outputs
directory and create a file namedmovie_list.txt
, with the following content:ducks.mov teaching.mov test_open_terminal.mov
Software¶
We'll be using a multi-purpose media tool called ffmpeg
to convert video formats.
The basic command to convert a file looks like this:
user@ap40 $ ./ffmpeg -i input.mov output.mp4
In order to resize our files, we're going to manually set the video bitrate and resize the frames, so that the resulting file is smaller.
user@ap40 $ ./ffmpeg -i input.mp4 -b:v 400k -s 640x360 output.mp4
To get the ffmpeg
binary do the following:
-
We'll be downloading the
ffmpeg
pre-built static binary originally from this page: http://johnvansickle.com/ffmpeg/.user@ap40 $ wget http://proxy.chtc.wisc.edu/SQUID/osg-school-2023/ffmpeg-release-64bit-static.tar.xz
-
Once the binary is downloaded, un-tar it, and then copy the main
ffmpeg
program into your current directory:user@ap40 $ tar -xf ffmpeg-release-64bit-static.tar.xz user@ap40 $ cp ffmpeg-4.0.1-64bit-static/ffmpeg ./
Script¶
We want to write a script that runs on the worker node that uses ffmpeg
to convert a .mov
file to a smaller format.
Our script will need to run the proper executable. Create a file called run_ffmpeg.sh
, that does the steps described above.
Use the name of the smallest .mov
file in the ffmpeg
command.
An example of that script is below:
#!/bin/bash
./ffmpeg -i test_open_terminal.mov -b:v 400k -s 640x360 test_open_terminal.mp4
Ultimately we'll want to submit several jobs (one for each .mov
file), but to start with, we'll run one job to make
sure that everything works.
Submit File¶
Create a submit file for this job, based on other submit files from the school. Things to consider:
-
We'll be copying the video file into the job's working directory from OSDF, so make sure to request enough disk space for the input
mov
file and the outputmp4
file. If you're aren't sure how much to request, ask a helper. -
Add the same requirements as the previous exercise:
requirements = (OSGVO_OS_STRING == "RHEL 8")
-
We need to transfer the
ffmpeg
program that we downloaded above, and the movie from OSDF:transfer_input_files = ffmpeg, osdf:///ospool/PROTECTED/[USERNAME]/test_open_terminal.mov
-
Transfer outputs via OSDF. This requires a transfer remap:
transfer_output_files = test_open_terminal.mp4 transfer_output_remaps = "test_open_terminal.mp4 = osdf:///ospool/PROTECTED/[USERNAME]/test_open_terminal.mp4"
Initial Job¶
With everything in place, submit the job. Once it finishes, we should check to make sure everything ran as expected:
- Check the OSDF directory. Did the output
.mp4
file return? - Check file sizes. How big is the returned
.mp4
file? How does that compare to the original.mov
input?
If your job successfully returned the converted .mp4
file and did not transfer the .mov
file to the submit
server, and the .mp4
file was appropriately scaled down, then we can go ahead and convert all of the files we uploaded
to OSDF.
Multiple jobs¶
We wrote the name of the .mov
file into our run_ffmpeg.sh
executable script.
To submit a set of jobs for all of our .mov
files, what will we need to change in:
- The script?
- The submit file?
Once you've thought about it, check your reasoning against the instructions below.
Add an argument to your script¶
Look at your run_ffmpeg.sh
script. What values will change for every job?
The input file will change with every job - and don't forget that the output file will too! Let's make them both into arguments.
To add arguments to a bash script, we use the notation $1
for the first argument (our input file) and $2
for the
second argument (our output file name).
The final script should look like this:
#!/bin/bash
./ffmpeg -i $1 -b:v 400k -s 640x360 $2
Note that we use the input file name multiple times in our script, so we'll have to use $1
multiple times as well.
Modify your submit file¶
-
We now need to tell each job what arguments to use. We will do this by adding an arguments line to our submit file. Because we'll only have the input file name, the "output" file name will be the input file name with the
mp4
extension. That should look like this:arguments = $(mov) $(mov).mp4
-
Update the
transfer_input_files
to have$(mov)
:transfer_input_files = ffmpeg, osdf:///ospool/PROTECTED/[USERNAME]/$(mov)
-
Similarly, update the output/remap with
$(mov).mp4
:transfer_output_files = $(mov).mp4 transfer_output_remaps = "$(mov).mp4 = osdf:///ospool/PROTECTED/[USERNAME]/$(mov).mp4"
-
To set these arguments, we will use the
queue .. from
syntax. In our submit file, we can then change our queue statement to:queue mov from movie_list.txt
Once you've made these changes, try submitting all the jobs!
Bonus¶
If you wanted to set a different output file name, bitrate and/or size for each original movie, how could you modify:
movie_list.txt
- Your submit file
run_ffmpeg.sh
to do so?
Show hint
Here's the changes you can make to the various files:
-
movie_list.txt
ducks.mov ducks.mp4 500k 1280x720 teaching.mov teaching.mp4 400k 320x180 test_open_terminal.mov terminal.mp4 600k 640x360
-
Submit file
arguments = $(mov) $(mp4) $(bitrate) $(size) queue mov,mp4,bitrate,size from movie_list.txt
-
run_ffmpeg.sh
1 2
#!/bin/bash ./ffmpeg -i $1 -b:v $3 -s $4 $2