jackylee-ch commented on code in PR #14357:
URL: https://github.com/apache/iceberg/pull/14357#discussion_r2508549817


##########
site/docs/spark-quickstart.md:
##########
@@ -309,27 +309,27 @@ If you already have a Spark environment, you can add 
Iceberg, using the `--packa
 === "SparkSQL"
 
     ```sh
-    spark-sql --packages org.apache.iceberg:iceberg-spark-runtime-3.5_2.12:{{ 
icebergVersion }}
+    spark-sql --packages org.apache.iceberg:iceberg-spark-runtime-{{ 
sparkVersionMajor }}:{{ icebergVersion }}
     ```
 
 === "Spark-Shell"
 
     ```sh
-    spark-shell --packages 
org.apache.iceberg:iceberg-spark-runtime-3.5_2.12:{{ icebergVersion }}
+    spark-shell --packages org.apache.iceberg:iceberg-spark-runtime-{{ 
sparkVersionMajor }}:{{ icebergVersion }}
     ```
 
 === "PySpark"
 
     ```sh
-    pyspark --packages org.apache.iceberg:iceberg-spark-runtime-3.5_2.12:{{ 
icebergVersion }}
+    pyspark --packages org.apache.iceberg:iceberg-spark-runtime-{{ 
sparkVersionMajor }}:{{ icebergVersion }}
     ```
 
 !!! note
     If you want to include Iceberg in your Spark installation, add the Iceberg 
Spark runtime to Spark's `jars` folder.
     You can download the runtime by visiting to the [Releases](releases.md) 
page.
 
 <!-- markdown-link-check-disable-next-line -->
-[spark-runtime-jar]: 
https://search.maven.org/remotecontent?filepath=org/apache/iceberg/iceberg-spark-runtime-3.5_2.12/{{
 icebergVersion }}/iceberg-spark-runtime-3.5_2.12-{{ icebergVersion }}.jar
+[spark-runtime-jar]: 
https://search.maven.org/remotecontent?filepath=org/apache/iceberg/iceberg-spark-runtime-{{
 sparkVersionMajor }}/{{ icebergVersion }}/iceberg-spark-runtime-{{ 
sparkVersionMajor }}-{{ icebergVersion }}.jar

Review Comment:
   It seems more reasonable to have the note point to the release at this 
stage. Exposing the spark-runtime-jar directly might appear a bit abrupt. Can 
we just remote this line?
   <img width="1472" height="1028" alt="Google Chrome 2025-11-10 10 31 50" 
src="https://github.com/user-attachments/assets/aeb0493a-9ade-4cc6-b09a-bf07220ae221";
 />
   



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