[CORE] Simplify WholeStageTransformer and BroadcastBuildSideRDD

[ulysses-you]

What changes were proposed in this pull request?

In WholeStageTransformer, the columnarInputRDDs would contain BroadcastBuildSideRDD, but the dependency and partition of BroadcastBuildSideRDD is meaningless. BroadcastBuildSideRDD should only be used to hold the broadcast value and generate iterator for hash join.

How was this patch tested?

PASS CI

[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]

Run Gluten Clickhouse CI

[ulysses-you]

/Benchmark Velox

[github-actions]

Run Gluten Clickhouse CI

[GlutenPerfBot]

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

query	log/native_3574_time.csv	log/native_master_10_30_2023_f4c419e1c_time.csv	difference	percentage
q1	35.85	34.74	-1.110	96.90%
q2	25.01	25.08	0.069	100.28%
q3	40.20	40.40	0.196	100.49%
q4	37.27	37.88	0.609	101.63%
q5	70.02	70.91	0.887	101.27%
q6	7.35	9.39	2.046	127.84%
q7	87.97	85.52	-2.450	97.22%
q8	85.76	83.86	-1.902	97.78%
q9	119.36	118.87	-0.485	99.59%
q10	54.03	53.35	-0.687	98.73%
q11	19.94	20.07	0.134	100.67%
q12	27.57	26.35	-1.223	95.57%
q13	48.82	49.81	0.982	102.01%
q14	19.82	19.49	-0.330	98.33%
q15	33.22	35.98	2.757	108.30%
q16	15.98	16.33	0.351	102.19%
q17	102.45	100.70	-1.753	98.29%
q18	148.13	147.38	-0.744	99.50%
q19	17.18	16.78	-0.395	97.70%
q20	31.39	31.64	0.244	100.78%
q21	224.65	225.78	1.131	100.50%
q22	13.28	13.13	-0.146	98.90%
total	1265.26	1263.44	-1.821	99.86%

[ulysses-you]

/Benchmark Velox

[GlutenPerfBot]

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

query	log/native_3574_time.csv	log/native_master_10_30_2023_f4c419e1c_time.csv	difference	percentage
q1	34.72	34.74	0.018	100.05%
q2	23.15	25.08	1.928	108.33%
q3	40.59	40.40	-0.190	99.53%
q4	37.35	37.88	0.529	101.42%
q5	71.31	70.91	-0.408	99.43%
q6	8.86	9.39	0.529	105.97%
q7	89.39	85.52	-3.867	95.67%
q8	88.39	83.86	-4.529	94.88%
q9	121.16	118.87	-2.291	98.11%
q10	53.44	53.35	-0.097	99.82%
q11	19.54	20.07	0.537	102.75%
q12	26.82	26.35	-0.475	98.23%
q13	48.69	49.81	1.112	102.28%
q14	18.03	19.49	1.453	108.05%
q15	33.14	35.98	2.838	108.56%
q16	16.25	16.33	0.082	100.50%
q17	101.98	100.70	-1.288	98.74%
q18	147.09	147.38	0.292	100.20%
q19	16.72	16.78	0.069	100.41%
q20	31.22	31.64	0.421	101.35%
q21	222.42	225.78	3.362	101.51%
q22	13.25	13.13	-0.117	99.12%
total	1263.53	1263.44	-0.092	99.99%

[GlutenPerfBot]

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

query	log/native_3574_time.csv	log/native_master_10_30_2023_f4c419e1c_time.csv	difference	percentage
q1	33.35	34.74	1.387	104.16%
q2	24.66	25.08	0.418	101.69%
q3	40.05	40.40	0.348	100.87%
q4	38.07	37.88	-0.191	99.50%
q5	71.27	70.91	-0.364	99.49%
q6	7.37	9.39	2.023	127.44%
q7	88.19	85.52	-2.672	96.97%
q8	86.46	83.86	-2.607	96.98%
q9	119.62	118.87	-0.751	99.37%
q10	51.98	53.35	1.367	102.63%
q11	19.57	20.07	0.500	102.56%
q12	27.55	26.35	-1.206	95.62%
q13	48.50	49.81	1.303	102.69%
q14	18.27	19.49	1.213	106.64%
q15	34.87	35.98	1.109	103.18%
q16	15.94	16.33	0.398	102.50%
q17	100.64	100.70	0.057	100.06%
q18	148.53	147.38	-1.147	99.23%
q19	16.80	16.78	-0.014	99.92%
q20	31.42	31.64	0.218	100.69%
q21	223.52	225.78	2.267	101.01%
q22	13.41	13.13	-0.284	97.89%
total	1260.07	1263.44	3.373	100.27%

[ulysses-you]

cc @zhouyuan @PHILO-HE @marin-ma @zzcclp thank you

[zzcclp]

LGTM

[GlutenPerfBot]

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

query	log/native_3574_time.csv	log/native_master_10_31_2023_d0ec9310f_time.csv	difference	percentage
q1	34.26	34.66	0.397	101.16%
q2	24.89	24.70	-0.195	99.22%
q3	39.92	40.22	0.309	100.77%
q4	37.49	36.02	-1.463	96.10%
q5	71.59	71.14	-0.447	99.38%
q6	8.79	7.39	-1.401	84.07%
q7	86.93	88.05	1.121	101.29%
q8	87.16	86.81	-0.349	99.60%
q9	124.81	122.50	-2.318	98.14%
q10	54.61	53.84	-0.768	98.59%
q11	20.09	19.59	-0.494	97.54%
q12	27.81	27.64	-0.167	99.40%
q13	48.61	50.31	1.696	103.49%
q14	19.15	19.33	0.177	100.92%
q15	33.47	34.74	1.270	103.79%
q16	16.54	16.30	-0.242	98.54%
q17	103.23	102.95	-0.280	99.73%
q18	148.80	147.95	-0.851	99.43%
q19	16.85	16.80	-0.054	99.68%
q20	30.29	34.80	4.519	114.92%
q21	223.96	225.79	1.832	100.82%
q22	13.38	13.35	-0.026	99.80%
total	1272.63	1274.89	2.265	100.18%