I use Spark 2.4.0 + K8s cluster deployment mode + python 3.5.
I pack all libraries into zip archive and send it to AWS S3, then attach to context
sc = pyspark.SparkContext(appName=args.job_name, environment=environment)
sc.addPyFile('s3a://.../libs.zip')
sc.addPyFile('s3a://.../code.zip')
Import works, I can import any package. But if I import package, that reads some files from package-related folders - I get error:
NotADirectoryError: [Errno 20] Not a directory: '/var/data/spark-ce45d34b-8d2f-4fd0-b3d6-d53ecede8ef1/spark-6ce9d14f-3d90-4c3c-ba2d-9dd6ddf32457/userFiles-08e6e9ec-03fa-447d-930f-bf1bd520f55a/libs.zip/airflow/config_templates/default_airflow.cfg'
How could I solve it?
PS. Use sc.addFile('s3a:/..')
and unzipping not works because spark is running in cluster mode.
UPDATE:
I've temporary solved this by installing all packages I need to the docker container I'm using for spark workers.