[CORE] Add schema validation for broadcast exchange

[zhztheplayer]

Follows #4544 (comment) in #4544, fix the following error thrown in Spark UT:

Input schema contains unsupported type when convert row to columnar for StructType(StructField(window,StructType(StructField(start,TimestampNTZType,true),StructField(end,TimestampNTZType,true)),false),StructField(othervalue,IntegerType,false)) due to do not support data type: TimestampNTZType
java.lang.UnsupportedOperationException: Input schema contains unsupported type when convert row to columnar for StructType(StructField(window,StructType(StructField(start,TimestampNTZType,true),StructField(end,TimestampNTZType,true)),false),StructField(othervalue,IntegerType,false)) due to do not support data type: TimestampNTZType
	at io.glutenproject.execution.RowToVeloxColumnarExec.$anonfun$doExecuteColumnarInternal$1(RowToVeloxColumnarExec.scala:52)
	at scala.Option.foreach(Option.scala:407)
	at io.glutenproject.execution.RowToVeloxColumnarExec.doExecuteColumnarInternal(RowToVeloxColumnarExec.scala:49)
	at io.glutenproject.execution.RowToColumnarExecBase.doExecuteColumnar(RowToColumnarExecBase.scala:62)
	at org.apache.spark.sql.execution.SparkPlan.$anonfun$executeColumnar$1(SparkPlan.scala:221)
	at org.apache.spark.sql.execution.SparkPlan.$anonfun$executeQuery$1(SparkPlan.scala:232)
	at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
	at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:229)
	at org.apache.spark.sql.execution.SparkPlan.executeColumnar(SparkPlan.scala:217)
	at io.glutenproject.backendsapi.velox.SparkPlanExecApiImpl.createBroadcastRelation(SparkPlanExecApiImpl.scala:332)
	at org.apache.spark.sql.execution.ColumnarBroadcastExchangeExec.$anonfun$relationFuture$2(ColumnarBroadcastExchangeExec.scala:79)
	at io.glutenproject.utils.Arm$.withResource(Arm.scala:25)
	at io.glutenproject.metrics.GlutenTimeMetric$.millis(GlutenTimeMetric.scala:37)
	at org.apache.spark.sql.execution.ColumnarBroadcastExchangeExec.$anonfun$relationFuture$1(ColumnarBroadcastExchangeExec.scala:69)
	at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withThreadLocalCaptured$1(SQLExecution.scala:191)
	at java.util.concurrent.FutureTask.run(FutureTask.java:266)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
	at java.lang.Thread.run(Thread.java:750)

[github-actions]

Thanks for opening a pull request!

Could you open an issue for this pull request on Github Issues?

https://github.com/oap-project/gluten/issues

Then could you also rename commit message and pull request title in the following format?

[GLUTEN-${ISSUES_ID}][COMPONENT]feat/fix: ${detailed message}

See also:

• Other pull requests

[github-actions]

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[zhztheplayer]

/Benchmark Velox

[PHILO-HE]

Looks good! Thanks!

[GlutenPerfBot]

===== Performance report for TPCH SF2000 with Velox backend, for reference only ====

query	log/native_4608_time.csv	log/native_master_01_31_2024_f1ed68005_time.csv	difference	percentage
q1	32.58	32.75	0.179	100.55%
q2	23.78	24.25	0.467	101.96%
q3	39.65	37.43	-2.216	94.41%
q4	37.24	37.40	0.161	100.43%
q5	70.47	70.15	-0.323	99.54%
q6	7.44	7.00	-0.444	94.03%
q7	84.80	83.66	-1.140	98.66%
q8	85.68	85.87	0.187	100.22%
q9	120.16	124.41	4.246	103.53%
q10	43.09	43.68	0.590	101.37%
q11	20.07	20.32	0.246	101.23%
q12	27.98	26.52	-1.459	94.78%
q13	44.98	45.62	0.645	101.43%
q14	17.36	19.16	1.800	110.37%
q15	27.29	28.85	1.564	105.73%
q16	14.59	14.00	-0.589	95.96%
q17	101.59	102.02	0.430	100.42%
q18	145.42	149.84	4.414	103.04%
q19	12.48	12.62	0.134	101.08%
q20	26.31	26.35	0.045	100.17%
q21	224.28	228.32	4.043	101.80%
q22	13.60	13.50	-0.094	99.31%
total	1220.84	1233.72	12.883	101.06%

[GlutenPerfBot]

===== Performance report for TPCH SF2000 with Velox backend, for reference only ====

query	log/native_4608_time.csv	log/native_master_01_31_2024_f1ed68005_time.csv	difference	percentage
q1	32.93	32.75	-0.173	99.47%
q2	25.20	24.25	-0.957	96.20%
q3	36.78	37.43	0.655	101.78%
q4	38.50	37.40	-1.102	97.14%
q5	71.76	70.15	-1.611	97.75%
q6	7.04	7.00	-0.043	99.39%
q7	83.99	83.66	-0.324	99.61%
q8	86.59	85.87	-0.722	99.17%
q9	119.99	124.41	4.415	103.68%
q10	42.74	43.68	0.942	102.20%
q11	20.75	20.32	-0.425	97.95%
q12	29.48	26.52	-2.953	89.98%
q13	46.38	45.62	-0.756	98.37%
q14	20.66	19.16	-1.501	92.74%
q15	28.25	28.85	0.599	102.12%
q16	13.83	14.00	0.173	101.25%
q17	102.39	102.02	-0.372	99.64%
q18	150.04	149.84	-0.207	99.86%
q19	12.53	12.62	0.085	100.68%
q20	27.80	26.35	-1.449	94.79%
q21	226.06	228.32	2.267	101.00%
q22	13.60	13.50	-0.098	99.28%
total	1237.28	1233.72	-3.558	99.71%