Build

[SPARK-51216][BUILD] Remove the useless `bigtop-dist` profile and the… #12535

Job	Run time
Run / Check changes	38s
Run / Base image build	1m 10s
Run / Build modules: core, unsafe, kvstore, avro, utils, network-common, network-shuffle, repl, launcher, examples, sketch, variant	1h 18m 6s
Run / Protobuf breaking change detection and Python CodeGen check	0s
Run / Build modules: api, catalyst, hive-thriftserver	50m 11s
Run / Run Docker integration tests	0s
Run / Build modules: mllib-local, mllib, graphx, profiler	38m 24s
Run / Run TPC-DS queries with SF=1	0s
Run / Build modules: streaming, sql-kafka-0-10, streaming-kafka-0-10, streaming-kinesis-asl, kubernetes, hadoop-cloud, spark-ganglia-lgpl, protobuf, connect	1h 27m 11s
Run / Build modules: hive - slow tests	43m 39s
Run / Run Spark on Kubernetes Integration test	0s
Run / Run Spark UI tests	0s
Run / Build modules: hive - other tests	1h 19m 55s
Run / Build modules: sql - extended tests	1h 5m 15s
Run / Build modules: sql - slow tests	56m 9s
Run / Build modules: sql - other tests	1h 20m 11s
Run / Linters, licenses, and dependencies	29m 1s
Run / Build modules: pyspark-sql, pyspark-resource, pyspark-testing	1h 2m 3s
Run / Documentation generation	0s
Run / Build modules: pyspark-core, pyspark-errors, pyspark-streaming, pyspark-logger	37m 15s
Run / Build modules: sparkr	0s
Run / Build modules: pyspark-mllib, pyspark-ml, pyspark-ml-connect	1h 15m 44s
Run / Build modules: pyspark-connect	56m 49s
	14h 1m 41s

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