[SPARK-45195] Update examples with docker official image

[zhengruifeng]

1, add docker run commands for PySpark and SparkR;
2, switch to docker official image for SQL, Scala and Java;

refer to https://hub.docker.com/_/spark

also manually checked all the commands, e,g,:

ruifeng.zheng@xxxxx:~$ docker run -it --rm spark:python3 /opt/spark/bin/pyspark
Python 3.8.10 (default, May 26 2023, 14:05:08)
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
Setting default log level to "WARN".
To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).
23/09/18 06:02:30 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
Welcome to
      ____              __
     / __/__  ___ _____/ /__
    _\ \/ _ \/ _ `/ __/  '_/
   /__ / .__/\_,_/_/ /_/\_\   version 3.5.0
      /_/

Using Python version 3.8.10 (default, May 26 2023 14:05:08)
Spark context Web UI available at http://4861f70118ab:4040
Spark context available as 'sc' (master = local[*], app id = local-1695016951087).
SparkSession available as 'spark'.
>>> spark.range(0, 10).show()
+---+
| id|
+---+
|  0|
|  1|
|  2|
|  3|
|  4|
|  5|
|  6|
|  7|
|  8|
|  9|
+---+

[zhengruifeng]

also cc @gatorsmile @HyukjinKwon @allisonwang-db @Yikun

[allisonwang-db]

Thanks for the update!

[allisonwang-db]

@zhengruifeng I feel this "try official image" is a bit unclear. Maybe we can reformat to this?

Install with pip
<code block>
Install with docker
<code block>

[zhengruifeng]

make sense, will send a follow up pr