Hi Mich, sure thats possible. But distributing the complete env would be more practical. A workaround at the moment is, that we build different environments and store them in a pv and then we mount it into the pods and refer from the SparkApplication resource to the desired env..
But actually these options exist and I want to understand what the issue is... Any hints on that? Best, Meikel From: Mich Talebzadeh <mich.talebza...@gmail.com> Sent: Freitag, 3. Dezember 2021 13:27 To: Bode, Meikel, NMA-CFD <meikel.b...@bertelsmann.de> Cc: dev <dev@spark.apache.org>; u...@spark.apache.org Subject: Re: Conda Python Env in K8S Build python packages into the docker image itself first with pip install RUN pip install panda . . -no-cache HTH On Fri, 3 Dec 2021 at 11:58, Bode, Meikel, NMA-CFD <meikel.b...@bertelsmann.de<mailto:meikel.b...@bertelsmann.de>> wrote: Hello, I am trying to run spark jobs using Spark Kubernetes Operator. But when I try to bundle a conda python environment using the following resource description the python interpreter is only unpack to the driver and not to the executors. apiVersion: "sparkoperator.k8s.io/v1beta2<https://eur02.safelinks.protection.outlook.com/?url=http%3A%2F%2Fsparkoperator.k8s.io%2Fv1beta2&data=04%7C01%7CMeikel.Bode%40bertelsmann.de%7Cb5110ae39caf431d2dbb08d9b65ac233%7C1ca8bd943c974fc68955bad266b43f0b%7C0%7C0%7C637741323186317880%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=yMQzpK2mKyoEThxxOakqJJmV7JbbX14nW4w46pZk3KQ%3D&reserved=0>" kind: SparkApplication metadata: name: ... spec: type: Python pythonVersion: "3" mode: cluster mainApplicationFile: local:///path/script.py .. sparkConf: "spark.archives": "local:///path/conda-env.tar.gz#environment" "spark.pyspark.python": "./environment/bin/python" "spark.pyspark.driver.python": "./environment/bin/python" The driver is unpacking the archive and the python scripts gets executed. On executors there is no log message indicating that the archive gets unpacked. Executors then fail as they cant find the python executable at the given location "./environment/bin/python". Any hint? Best, Meikel -- [https://docs.google.com/uc?export=download&id=1-q7RFGRfLMObPuQPWSd9sl_H1UPNFaIZ&revid=0B1BiUVX33unjMWtVUWpINWFCd0ZQTlhTRHpGckh4Wlg4RG80PQ] view my Linkedin profile<https://eur02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fmich-talebzadeh-ph-d-5205b2%2F&data=04%7C01%7CMeikel.Bode%40bertelsmann.de%7Cb5110ae39caf431d2dbb08d9b65ac233%7C1ca8bd943c974fc68955bad266b43f0b%7C0%7C0%7C637741323186327824%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=KyGbLLVXpJxSumXg7GHnYIYiP2J7q%2Fe4UJJWJefjAnI%3D&reserved=0> Disclaimer: Use it at your own risk. Any and all responsibility for any loss, damage or destruction of data or any other property which may arise from relying on this email's technical content is explicitly disclaimed. The author will in no case be liable for any monetary damages arising from such loss, damage or destruction.
