I'd like to move towards serverless for audio transcoding routines in AWS. I've been trying to setup a Lambda function to do just that; execute a static FFmpeg binary and re-upload the resulting audio file. The static binary I'm using is here.
The Lambda function I'm using in Python looks like this:
import boto3
s3client = boto3.client('s3')
s3resource = boto3.client('s3')
import json
import subprocess
from io import BytesIO
import os
os.system("cp -ra ./bin/ffmpeg /tmp/")
os.system("chmod -R 775 /tmp")
def lambda_handler(event, context):
bucketname = event["Records"][0]["s3"]["bucket"]["name"]
filename = event["Records"][0]["s3"]["object"]["key"]
audioData = grabFromS3(bucketname, filename)
with open('/tmp/' + filename, 'wb') as f:
f.write(audioData.read())
os.chdir('/tmp/')
try:
process = subprocess.check_output(['./ffmpeg -i /tmp/joe_and_bill.wav /tmp/joe_and_bill.aac'], shell=True, stderr=subprocess.STDOUT)
pushToS3(bucketname, filename)
return process.decode('utf-8')
except subprocess.CalledProcessError as e:
return e.output.decode('utf-8'), os.listdir()
def grabFromS3(bucket, file):
obj = s3client.get_object(Bucket=bucket, Key=file)
data = BytesIO(obj['Body'].read())
return(data)
def pushToS3(bucket, file):
s3client.upload_file('/tmp/' + file[:-4] + '.aac', bucket, file[:-4] + '.aac')
return
You can listen to the output of this here. WARNING: Turn your volume down or your ears will bleed.
The original file can be heard here.
Does anyone have any idea what might be causing the encoding errors? It doesn't seem to be an issue with the file upload, since the md5 on the Lambda fs matches the MD5 of the uploaded file.
I've also tried building the static binary on an Amazon Linux instance in EC2, then zipping and porting it into the Lambda project, but the same issue persists.
I'm stumped! :(
Alright this is a fun one.
So it turns out the Python subprocess inherits stdin from some Lambda processes going on in the background. I was watching this AWS re:Invent keynote and he was describing some issues they were having w.r.t. this issue.
I added
stdin=subprocess.DEVNULL
to the subprocess call and the audio is now fixed.Very interesting bug if you ask me.