[GLUTEN-6588][CH] Cast columns if necessary before finally writing to ORC/Parquet files during native inserting

[taiyang-li]

What changes were proposed in this pull request?

(Please fill in changes proposed in this fix)

(Fixes: #6588)

[github-actions]

#6588

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[baibaichen]

LGTM

[GlutenPerfBot]

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

query	log/native_master_08_04_2024_time.csv	log/native_master_08_03_2024_cb0ad20244_time.csv	difference	percentage
q1	14.26	14.45	0.191	101.34%
q2	14.32	14.49	0.174	101.22%
q3	4.72	2.59	-2.135	54.81%
q4	68.76	70.09	1.328	101.93%
q5	9.05	9.56	0.508	105.62%
q6	3.88	2.48	-1.401	63.87%
q7	6.85	4.89	-1.962	71.37%
q8	3.41	5.20	1.792	152.53%
q9	26.01	24.08	-1.933	92.57%
q10	9.69	10.27	0.577	105.95%
q11	37.00	37.14	0.142	100.39%
q12	1.30	1.47	0.173	113.30%
q13	6.49	6.36	-0.133	97.96%
q14a	44.37	46.95	2.579	105.81%
q14b	41.54	42.04	0.501	101.21%
q15	2.50	2.58	0.078	103.14%
q16	44.99	45.65	0.663	101.47%
q17	4.67	5.14	0.473	110.13%
q18	6.85	6.57	-0.276	95.97%
q19	2.02	2.13	0.108	105.37%
q20	1.43	1.40	-0.033	97.68%
q21	1.16	2.35	1.191	202.37%
q22	7.53	7.61	0.075	101.00%
q23a	108.01	101.91	-6.102	94.35%
q23b	125.70	126.16	0.459	100.37%
q24a	99.16	99.15	-0.010	99.99%
q24b	96.89	100.18	3.295	103.40%
q25	4.08	4.24	0.166	104.07%
q26	3.48	3.23	-0.248	92.86%
q27	4.06	3.97	-0.097	97.60%
q28	32.57	32.88	0.312	100.96%
q29	10.83	10.43	-0.394	96.37%
q30	4.82	5.27	0.443	109.18%
q31	7.64	7.48	-0.153	97.99%
q32	1.21	1.18	-0.020	98.32%
q33	4.49	4.15	-0.331	92.62%
q34	3.99	4.05	0.057	101.44%
q35	8.47	7.83	-0.644	92.40%
q36	4.81	4.57	-0.237	95.07%
q37	4.48	4.58	0.099	102.20%
q38	14.73	13.64	-1.087	92.62%
q39a	3.40	3.06	-0.339	90.01%
q39b	2.79	3.14	0.355	112.73%
q40	3.76	3.79	0.032	100.86%
q41	0.59	0.68	0.095	116.07%
q42	0.87	0.93	0.065	107.52%
q43	4.19	4.57	0.381	109.09%
q44	10.00	10.04	0.041	100.41%
q45	3.14	3.17	0.032	101.02%
q46	3.85	3.67	-0.179	95.35%
q47	17.63	17.45	-0.178	98.99%
q48	5.27	5.12	-0.147	97.20%
q49	8.57	8.63	0.066	100.77%
q50	21.38	21.74	0.359	101.68%
q51	9.78	9.97	0.187	101.91%
q52	1.11	1.11	-0.003	99.71%
q53	2.33	2.53	0.204	108.77%
q54	4.02	4.11	0.091	102.26%
q55	1.01	0.99	-0.025	97.53%
q56	4.25	4.11	-0.135	96.81%
q57	10.19	10.71	0.522	105.12%
q58	2.29	2.41	0.120	105.23%
q59	10.71	10.59	-0.123	98.85%
q60	4.20	4.12	-0.074	98.24%
q61	4.16	3.96	-0.196	95.28%
q62	4.65	4.54	-0.103	97.79%
q63	2.44	2.40	-0.037	98.49%
q64	63.23	61.63	-1.599	97.47%
q65	17.97	19.15	1.184	106.59%
q66	5.52	3.91	-1.614	70.77%
q67	382.62	387.09	4.470	101.17%
q68	3.51	3.50	-0.013	99.63%
q69	5.01	4.65	-0.361	92.80%
q70	10.95	11.95	1.001	109.14%
q71	2.45	2.41	-0.039	98.39%
q72	221.76	219.08	-2.682	98.79%
q73	2.41	2.46	0.051	102.13%
q74	22.26	22.63	0.368	101.65%
q75	26.77	26.46	-0.310	98.84%
q76	11.17	11.08	-0.086	99.23%
q77	2.11	2.22	0.119	105.66%
q78	50.06	50.02	-0.038	99.92%
q79	3.85	3.93	0.089	102.30%
q80	12.37	12.24	-0.127	98.98%
q81	4.76	4.87	0.108	102.26%
q82	7.27	6.90	-0.363	95.00%
q83	1.64	1.71	0.077	104.68%
q84	3.01	3.09	0.074	102.45%
q85	8.35	8.15	-0.200	97.61%
q86	3.96	4.02	0.065	101.64%
q87	14.94	13.21	-1.732	88.41%
q88	21.60	21.73	0.125	100.58%
q89	3.66	3.70	0.034	100.92%
q90	3.45	3.47	0.019	100.55%
q91	2.31	2.51	0.196	108.47%
q92	1.30	1.26	-0.040	96.93%
q93	38.49	37.80	-0.685	98.22%
q94	24.85	24.44	-0.407	98.36%
q9	89.33	89.03	-0.295	99.67%
q5	2.54	2.72	0.179	107.04%
q96	17.32	17.44	0.121	100.70%
q97	1.98	1.95	-0.026	98.67%
q98	9.85	10.52	0.668	106.78%
q99	9.85	10.52	0.668	106.78%
total	2153.39	2150.92	-2.474	99.89%

[GlutenPerfBot]

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

query	log/native_master_08_04_2024_time.csv	log/native_master_08_03_2024_cb0ad20244_time.csv	difference	percentage
q1	39.25	40.26	1.008	102.57%
q2	30.10	29.86	-0.241	99.20%
q3	52.58	52.75	0.163	100.31%
q4	42.21	40.74	-1.476	96.50%
q5	102.69	104.63	1.943	101.89%
q6	10.99	11.31	0.327	102.97%
q7	115.40	118.41	3.000	102.60%
q8	114.62	115.54	0.919	100.80%
q9	168.35	168.75	0.396	100.24%
q10	66.65	63.97	-2.680	95.98%
q11	26.90	26.80	-0.099	99.63%
q12	29.36	28.44	-0.915	96.88%
q13	51.16	50.82	-0.343	99.33%
q14	26.10	26.03	-0.069	99.74%
q15	54.47	53.86	-0.611	98.88%
q16	19.27	18.38	-0.888	95.39%
q17	130.44	129.47	-0.969	99.26%
q18	198.19	199.83	1.636	100.83%
q19	26.31	28.40	2.090	107.95%
q20	41.42	41.08	-0.338	99.18%
q21	383.15	373.81	-9.342	97.56%
q22	15.33	15.79	0.462	103.01%
total	1744.94	1738.92	-6.025	99.65%