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[XiangpengHao]

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[codacy-production]

Up to standards ✅

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 82.49%. Comparing base (bd2a4e3) to head (e3a1e59).

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #518   +/-   ##
=======================================
  Coverage   82.48%   82.49%           
=======================================
  Files          66       66           
  Lines       11872    11872           
  Branches    11872    11872           
=======================================
+ Hits         9793     9794    +1     
  Misses       1830     1830           
+ Partials      249      248    -1     

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[github-actions]

📊 Benchmark Comparison

Current: fb0ef866 (Liquid) vs Baseline: fb0ef866 (DataFusionDefault)

Query	Cold Time	Δ	Warm Time	Δ	CPU Time	Δ
Q1	2.0ms (2.0ms)	+0.0%	0.000ms (0.000ms)	+0.0%	0.000ms (0.000ms)	+0.0%
Q2	10.0ms (4.0ms)	+150.0%	2.0ms (3.0ms)	-33.3%	4.0ms (3.0ms)	+33.3%
Q3	8.0ms (7.0ms)	+14.3%	3.0ms (6.0ms)	-50.0%	1.0ms (12.5ms)	-92.0%
Q4	8.0ms (7.0ms)	+14.3%	2.5ms (6.5ms)	-61.5%	1.0ms (14.5ms)	-93.1%
Q5	35.0ms (29.0ms)	+20.7%	27.0ms (30.0ms)	-10.0%	3.0ms (15.0ms)	-80.0%
Q6	131.0ms (70.0ms)	+87.1%	49.0ms (68.0ms)	-27.9%	14.0ms (52.5ms)	-73.3%
Q7	1.0ms (1.0ms)	+0.0%	0.000ms (0.000ms)	+0.0%	0.000ms (0.000ms)	+0.0%
Q8	4.0ms (3.0ms)	+33.3%	3.0ms (3.0ms)	+0.0%	5.0ms (3.0ms)	+66.7%
Q9	57.0ms (47.0ms)	+21.3%	46.0ms (51.5ms)	-10.7%	3.0ms (28.0ms)	-89.3%
Q10	53.0ms (52.0ms)	+1.9%	43.0ms (54.0ms)	-20.4%	4.0ms (41.0ms)	-90.2%
Q11	122.0ms (16.0ms)	+662.5%	104.5ms (15.5ms)	+574.2%	304.0ms (22.0ms)	+1281.8%
Q12	120.0ms (19.0ms)	+531.6%	105.5ms (17.5ms)	+502.9%	307.0ms (26.0ms)	+1080.8%
Q13	238.0ms (80.0ms)	+197.5%	127.5ms (73.0ms)	+74.7%	191.0ms (53.5ms)	+257.0%
Q14	346.0ms (93.0ms)	+272.0%	100.0ms (93.5ms)	+7.0%	72.5ms (72.0ms)	+0.7%
Q15	316.0ms (67.0ms)	+371.6%	114.5ms (68.5ms)	+67.2%	157.0ms (62.5ms)	+151.2%
Q16	80.0ms (75.0ms)	+6.7%	70.0ms (72.0ms)	-2.8%	3.0ms (15.0ms)	-80.0%
Q17	322.0ms (161.0ms)	+100.0%	162.0ms (155.0ms)	+4.5%	41.0ms (70.5ms)	-41.8%
Q18	330.0ms (158.0ms)	+108.9%	170.0ms (158.0ms)	+7.6%	41.5ms (71.5ms)	-42.0%
Q19	707.0ms (324.0ms)	+118.2%	272.0ms (312.5ms)	-13.0%	57.0ms (98.0ms)	-41.8%
Q20	11.0ms (7.0ms)	+57.1%	2.0ms (7.0ms)	-71.4%	4.0ms (14.0ms)	-71.4%
Q21	2.19s (127.0ms)	+1626.8%	501.5ms (121.0ms)	+314.5%	164.5ms (187.5ms)	-12.3%
Q22	4.51s (123.0ms)	+3567.5%	771.5ms (122.5ms)	+529.8%	84.0ms (241.0ms)	-65.1%
Q23	7.27s (335.0ms)	+2070.1%	1.86s (344.0ms)	+442.2%	317.5ms (499.5ms)	-36.4%
Q24	57.59s (613.0ms)	+9295.4%	1.11s (621.0ms)	+79.4%	279.5ms (1.71s)	-83.7%
Q25	264.0ms (47.0ms)	+461.7%	39.0ms (37.0ms)	+5.4%	59.5ms (74.5ms)	-20.1%
Q26	182.0ms (32.0ms)	+468.8%	74.0ms (30.5ms)	+142.6%	188.5ms (55.0ms)	+242.7%
Q27	245.0ms (38.0ms)	+544.7%	40.0ms (39.5ms)	+1.3%	71.5ms (77.5ms)	-7.7%
Q28	5.91s (144.0ms)	+4001.4%	736.0ms (153.0ms)	+381.0%	96.0ms (193.0ms)	-50.3%
Q29	2.70s (615.0ms)	+339.7%	1.64s (614.0ms)	+167.0%	245.0ms (233.0ms)	+5.2%
Q30	19.0ms (16.0ms)	+18.8%	13.0ms (14.5ms)	-10.3%	3.0ms (12.0ms)	-75.0%
Q31	438.0ms (67.0ms)	+553.7%	72.0ms (68.0ms)	+5.9%	71.0ms (97.5ms)	-27.2%
Q32	1.42s (73.0ms)	+1842.5%	203.5ms (65.5ms)	+210.7%	54.0ms (96.0ms)	-43.8%
Q33	258.0ms (261.0ms)	-1.1%	240.5ms (254.0ms)	-5.3%	6.0ms (44.0ms)	-86.4%
Q34	1.69s (303.0ms)	+458.1%	632.5ms (304.5ms)	+107.7%	80.0ms (188.0ms)	-57.4%
Q35	2.04s (306.0ms)	+568.3%	609.0ms (313.0ms)	+94.6%	90.5ms (191.0ms)	-52.6%
Q36	69.0ms (59.0ms)	+16.9%	59.5ms (65.5ms)	-9.2%	3.0ms (15.0ms)	-80.0%
Q37	299.0ms (72.0ms)	+315.3%	62.0ms (66.5ms)	-6.8%	17.0ms (51.5ms)	-67.0%
Q38	50.0ms (28.0ms)	+78.6%	21.0ms (29.0ms)	-27.6%	14.5ms (16.0ms)	-9.4%
Q39	294.0ms (34.0ms)	+764.7%	29.0ms (34.5ms)	-15.9%	9.0ms (54.0ms)	-83.3%
Q40	1.12s (129.0ms)	+769.8%	189.5ms (126.5ms)	+49.8%	31.5ms (93.5ms)	-66.3%
Q41	16.0ms (14.0ms)	+14.3%	7.0ms (11.5ms)	-39.1%	4.5ms (10.0ms)	-55.0%
Q42	13.0ms (12.0ms)	+8.3%	6.0ms (10.0ms)	-40.0%	4.5ms (8.5ms)	-47.1%
Q43	12.0ms (10.0ms)	+20.0%	6.0ms (8.5ms)	-29.4%	4.0ms (6.0ms)	-33.3%

⚠️ LiquidCache is slower on 15 queries (warm)

• Q11: warm +574.2% (104.5ms vs 15.5ms)
• Q22: warm +529.8% (771.5ms vs 122.5ms)
• Q12: warm +502.9% (105.5ms vs 17.5ms)
• Q23: warm +442.2% (1.86s vs 344.0ms)
• Q28: warm +381.0% (736.0ms vs 153.0ms)
• Q21: warm +314.5% (501.5ms vs 121.0ms)
• Q32: warm +210.7% (203.5ms vs 65.5ms)
• Q29: warm +167.0% (1.64s vs 614.0ms)
• Q26: warm +142.6% (74.0ms vs 30.5ms)
• Q34: warm +107.7% (632.5ms vs 304.5ms)
• Q35: warm +94.6% (609.0ms vs 313.0ms)
• Q24: warm +79.4% (1.11s vs 621.0ms)
• Q13: warm +74.7% (127.5ms vs 73.0ms)
• Q15: warm +67.2% (114.5ms vs 68.5ms)
• Q40: warm +49.8% (189.5ms vs 126.5ms)

Compared Liquid vs DataFusionDefault on the same runner
Regressions: warm-time increases of at least 15%. Cold Time: first iteration; Warm Time: median of remaining iterations.