[SPARK-50424][INFRA] Extract the common content of Dockerfile from Docs, Linter, and SparkR test images

[panbingkun]

What changes were proposed in this pull request?

The pr aims to extract the common content of Dockerfile from Docs, Linter, and SparkR test images.

Why are the changes needed?

In the following files,

• dev/spark-test-image/docs/Dockerfile
  

  spark/dev/spark-test-image/docs/Dockerfile

  Lines 20 to 32 in 9bab16a

  	FROM ubuntu:jammy-20240911.1
  	LABEL org.opencontainers.image.authors="Apache Spark project <[email protected]>"
  	LABEL org.opencontainers.image.licenses="Apache-2.0"
  	LABEL org.opencontainers.image.ref.name="Apache Spark Infra Image for Documentation"
  	# Overwrite this label to avoid exposing the underlying Ubuntu OS version label
  	LABEL org.opencontainers.image.version=""
  	ENV FULL_REFRESH_DATE 20241029
  	ENV DEBIAN_FRONTEND noninteractive
  	ENV DEBCONF_NONINTERACTIVE_SEEN true
  	RUN apt-get update && apt-get install -y \

• dev/spark-test-image/lint/Dockerfile
  

  spark/dev/spark-test-image/lint/Dockerfile

  Lines 20 to 32 in 9bab16a

  	FROM ubuntu:jammy-20240911.1
  	LABEL org.opencontainers.image.authors="Apache Spark project <[email protected]>"
  	LABEL org.opencontainers.image.licenses="Apache-2.0"
  	LABEL org.opencontainers.image.ref.name="Apache Spark Infra Image for Linter"
  	# Overwrite this label to avoid exposing the underlying Ubuntu OS version label
  	LABEL org.opencontainers.image.version=""
  	ENV FULL_REFRESH_DATE 20241112
  	ENV DEBIAN_FRONTEND noninteractive
  	ENV DEBCONF_NONINTERACTIVE_SEEN true
  	RUN apt-get update && apt-get install -y \

• dev/spark-test-image/sparkr/Dockerfile
  

  spark/dev/spark-test-image/sparkr/Dockerfile

  Lines 20 to 32 in 9bab16a

  	FROM ubuntu:jammy-20240911.1
  	LABEL org.opencontainers.image.authors="Apache Spark project <[email protected]>"
  	LABEL org.opencontainers.image.licenses="Apache-2.0"
  	LABEL org.opencontainers.image.ref.name="Apache Spark Infra Image for SparkR"
  	# Overwrite this label to avoid exposing the underlying Ubuntu OS version label
  	LABEL org.opencontainers.image.version=""
  	ENV FULL_REFRESH_DATE 20241114
  	ENV DEBIAN_FRONTEND noninteractive
  	ENV DEBCONF_NONINTERACTIVE_SEEN true
  	RUN apt-get update && apt-get install -y \

there are some common contents that we should extract for future maintenance and updates.

Does this PR introduce any user-facing change?

No.

How was this patch tested?

Pass GA.

Was this patch authored or co-authored using generative AI tooling?

No.

[panbingkun]

cc @zhengruifeng @LuciferYang @dongjoon-hyun @HyukjinKwon

[zhengruifeng]

IMHO, we don't need .r and .py.
For R, we just let it alone, will finally remove it in the future;
For Python, I plan to add more images with different python versions

[panbingkun]

IMHO, we don't need .r and .py. For R, we just let it alone, will finally remove it in the future; For Python, I plan to add more images with different python versions

Okay, allow me to update it.

[panbingkun]

IMHO, we don't need .r and .py. For R, we just let it alone, will finally remove it in the future; For Python, I plan to add more images with different python versions

Updated.