magibney commented on PR #12207: URL: https://github.com/apache/lucene/pull/12207#issuecomment-1472396185
In evaluating this change with `luceneutil` benchmarks, I found that the change had _very_ different effects depending on how many terms were matched by a given prefix -- so I distinguished some of the broader existing prefixes with a different label, and added some new, even broader prefixes: https://github.com/magibney/luceneutil/commit/46aef9a3374f4b2d61dd8bc599a49b15c2665ce3 The outcome from running with the above changes ``` python3 src/python/localrun.py -source wikimedium10k TaskQPS baseline StdDevQPS my_modified_version StdDev Pct diff p-value Wildcard 2799.63 (12.2%) 2678.39 (9.3%) -4.3% ( -22% - 19%) 0.206 PrefixLow10 7323.41 (11.0%) 7108.30 (9.0%) -2.9% ( -20% - 19%) 0.354 IntNRQ 2789.37 (7.1%) 2742.51 (8.6%) -1.7% ( -16% - 15%) 0.500 Prefix3 2568.94 (7.0%) 2543.68 (10.0%) -1.0% ( -16% - 17%) 0.720 OrHighLow 3252.17 (9.3%) 3228.60 (16.2%) -0.7% ( -24% - 27%) 0.862 Fuzzy1 748.39 (18.4%) 746.53 (9.3%) -0.2% ( -23% - 33%) 0.957 OrHighHigh 2049.79 (11.0%) 2070.90 (15.4%) 1.0% ( -22% - 30%) 0.808 PrefixHigh5 3190.32 (8.8%) 3226.09 (11.8%) 1.1% ( -17% - 23%) 0.734 OrHighMed 1042.59 (11.3%) 1056.00 (17.7%) 1.3% ( -24% - 34%) 0.785 LowSloppyPhrase 3342.34 (10.4%) 3387.24 (7.0%) 1.3% ( -14% - 20%) 0.632 Respell 731.75 (14.6%) 742.81 (5.5%) 1.5% ( -16% - 25%) 0.664 HighPhrase 1323.92 (6.0%) 1348.72 (7.2%) 1.9% ( -10% - 16%) 0.372 LowTerm 12970.93 (15.5%) 13223.24 (17.9%) 1.9% ( -27% - 41%) 0.713 MedSloppyPhrase 4249.81 (7.9%) 4335.44 (7.6%) 2.0% ( -12% - 19%) 0.411 Fuzzy2 228.49 (20.1%) 234.20 (8.7%) 2.5% ( -21% - 39%) 0.610 MedIntervalsOrdered 6441.84 (8.8%) 6613.62 (12.0%) 2.7% ( -16% - 25%) 0.423 MedPhrase 3503.22 (6.1%) 3609.22 (10.3%) 3.0% ( -12% - 20%) 0.258 LowPhrase 3586.38 (8.3%) 3697.41 (7.7%) 3.1% ( -11% - 20%) 0.222 BrowseRandomLabelSSDVFacets 1176.50 (5.4%) 1213.69 (9.9%) 3.2% ( -11% - 19%) 0.209 HighSpanNear 616.16 (8.9%) 636.01 (9.6%) 3.2% ( -14% - 23%) 0.273 HighIntervalsOrdered 897.72 (15.6%) 928.76 (8.6%) 3.5% ( -17% - 32%) 0.385 AndHighHigh 2887.82 (7.5%) 2989.88 (12.5%) 3.5% ( -15% - 25%) 0.279 HighTermMonthSort 3309.27 (4.0%) 3431.91 (5.7%) 3.7% ( -5% - 13%) 0.017 HighTerm 5754.20 (16.1%) 5994.63 (21.7%) 4.2% ( -28% - 50%) 0.489 HighTermDayOfYearSort 3134.24 (5.6%) 3267.92 (4.7%) 4.3% ( -5% - 15%) 0.009 HighSloppyPhrase 1724.32 (6.8%) 1802.54 (10.0%) 4.5% ( -11% - 22%) 0.093 AndHighMed 3483.26 (8.5%) 3654.61 (8.3%) 4.9% ( -10% - 23%) 0.064 MedSpanNear 3135.88 (7.2%) 3294.35 (8.4%) 5.1% ( -9% - 22%) 0.041 LowIntervalsOrdered 2313.84 (9.3%) 2451.25 (8.5%) 5.9% ( -10% - 26%) 0.035 BrowseRandomLabelTaxoFacets 1623.57 (7.8%) 1740.06 (11.9%) 7.2% ( -11% - 29%) 0.024 MedTerm 6399.97 (13.9%) 6862.00 (22.8%) 7.2% ( -25% - 51%) 0.227 LowSpanNear 3017.79 (7.7%) 3262.91 (7.6%) 8.1% ( -6% - 25%) 0.001 AndHighLow 9832.71 (12.2%) 10734.03 (12.9%) 9.2% ( -14% - 38%) 0.021 PKLookup 216.97 (21.3%) 240.13 (19.2%) 10.7% ( -24% - 65%) 0.096 BrowseDateSSDVFacets 1492.26 (20.9%) 1651.87 (6.0%) 10.7% ( -13% - 47%) 0.028 BrowseDayOfYearTaxoFacets 4411.61 (19.6%) 4884.69 (7.5%) 10.7% ( -13% - 47%) 0.022 BrowseMonthTaxoFacets 4160.47 (17.0%) 4664.68 (7.8%) 12.1% ( -10% - 44%) 0.004 BrowseDateTaxoFacets 4828.81 (20.6%) 5425.34 (10.9%) 12.4% ( -15% - 55%) 0.018 BrowseMonthSSDVFacets 4694.43 (17.4%) 5349.12 (9.8%) 13.9% ( -11% - 49%) 0.002 PrefixHigh3 1677.12 (10.8%) 1927.02 (9.4%) 14.9% ( -4% - 39%) 0.000 BrowseDayOfYearSSDVFacets 4766.43 (17.8%) 5611.26 (10.8%) 17.7% ( -9% - 56%) 0.000 PrefixHigh2 1037.70 (13.8%) 1270.78 (10.8%) 22.5% ( -1% - 54%) 0.000 PrefixHighest1 353.24 (17.8%) 504.94 (19.6%) 42.9% ( 4% - 97%) 0.000 PrefixHigh1 384.22 (17.0%) 560.42 (18.5%) 45.9% ( 8% - 97%) 0.000 ``` ``` python3 src/python/localrun.py -source wikimedium10m TaskQPS baseline StdDevQPS my_modified_version StdDev Pct diff p-value Wildcard 572.10 (2.2%) 558.24 (3.5%) -2.4% ( -7% - 3%) 0.009 HighTermMonthSort 4439.12 (6.7%) 4376.14 (6.8%) -1.4% ( -14% - 12%) 0.507 TermDTSort 159.40 (5.6%) 157.17 (5.3%) -1.4% ( -11% - 10%) 0.419 BrowseMonthSSDVFacets 29.46 (13.1%) 29.10 (12.3%) -1.2% ( -23% - 27%) 0.757 Prefix3 2146.23 (3.9%) 2120.84 (4.3%) -1.2% ( -9% - 7%) 0.365 AndHighMed 144.51 (4.2%) 142.85 (3.4%) -1.1% ( -8% - 6%) 0.342 AndHighHighDayTaxoFacets 6.93 (3.1%) 6.86 (2.7%) -1.0% ( -6% - 4%) 0.276 HighPhrase 184.85 (2.8%) 183.14 (2.5%) -0.9% ( -6% - 4%) 0.274 MedIntervalsOrdered 40.65 (2.3%) 40.29 (3.1%) -0.9% ( -6% - 4%) 0.315 AndHighHigh 103.14 (4.2%) 102.33 (3.6%) -0.8% ( -8% - 7%) 0.523 OrNotHighMed 707.22 (2.9%) 702.16 (4.0%) -0.7% ( -7% - 6%) 0.516 HighIntervalsOrdered 23.81 (4.4%) 23.64 (5.1%) -0.7% ( -9% - 9%) 0.634 AndHighMedDayTaxoFacets 164.48 (2.9%) 163.33 (3.1%) -0.7% ( -6% - 5%) 0.463 OrNotHighLow 2257.75 (5.2%) 2242.91 (4.0%) -0.7% ( -9% - 9%) 0.655 LowIntervalsOrdered 109.45 (2.4%) 108.99 (2.9%) -0.4% ( -5% - 4%) 0.614 OrHighLow 613.73 (4.2%) 611.29 (5.5%) -0.4% ( -9% - 9%) 0.798 MedPhrase 261.56 (3.1%) 260.59 (2.1%) -0.4% ( -5% - 5%) 0.663 LowSpanNear 99.08 (1.7%) 98.78 (2.1%) -0.3% ( -3% - 3%) 0.611 OrNotHighHigh 552.35 (4.4%) 550.68 (4.4%) -0.3% ( -8% - 8%) 0.828 OrHighNotHigh 479.67 (4.3%) 478.70 (4.1%) -0.2% ( -8% - 8%) 0.879 OrHighNotLow 925.33 (4.4%) 923.51 (4.3%) -0.2% ( -8% - 8%) 0.887 MedTerm 1003.11 (4.2%) 1001.15 (4.3%) -0.2% ( -8% - 8%) 0.884 HighSpanNear 37.34 (1.7%) 37.27 (1.8%) -0.2% ( -3% - 3%) 0.722 OrHighMed 272.48 (3.9%) 271.99 (5.5%) -0.2% ( -9% - 9%) 0.905 OrHighHigh 38.62 (4.6%) 38.58 (6.1%) -0.1% ( -10% - 10%) 0.943 MedTermDayTaxoFacets 74.70 (2.2%) 74.63 (2.4%) -0.1% ( -4% - 4%) 0.906 LowPhrase 287.83 (2.7%) 287.70 (2.4%) -0.0% ( -5% - 5%) 0.956 PKLookup 331.29 (3.5%) 331.19 (2.4%) -0.0% ( -5% - 6%) 0.975 HighTerm 647.15 (4.2%) 647.13 (4.7%) -0.0% ( -8% - 9%) 0.999 IntNRQ 116.66 (3.7%) 116.76 (3.7%) 0.1% ( -7% - 7%) 0.941 MedSpanNear 370.37 (2.7%) 371.15 (2.3%) 0.2% ( -4% - 5%) 0.791 BrowseRandomLabelSSDVFacets 20.16 (6.2%) 20.23 (6.7%) 0.3% ( -11% - 14%) 0.883 OrHighMedDayTaxoFacets 10.79 (7.7%) 10.83 (8.5%) 0.4% ( -14% - 17%) 0.886 BrowseDayOfYearSSDVFacets 27.72 (10.2%) 27.83 (9.8%) 0.4% ( -17% - 22%) 0.905 OrHighNotMed 992.69 (3.9%) 997.07 (3.9%) 0.4% ( -7% - 8%) 0.720 BrowseDateTaxoFacets 30.81 (30.2%) 30.98 (30.5%) 0.6% ( -46% - 87%) 0.953 BrowseDayOfYearTaxoFacets 30.96 (29.9%) 31.19 (30.4%) 0.7% ( -45% - 86%) 0.938 LowSloppyPhrase 39.83 (3.9%) 40.15 (3.1%) 0.8% ( -5% - 8%) 0.477 MedSloppyPhrase 57.63 (3.9%) 58.10 (3.2%) 0.8% ( -6% - 8%) 0.466 LowTerm 1344.16 (4.7%) 1359.03 (4.6%) 1.1% ( -7% - 10%) 0.451 HighSloppyPhrase 22.13 (3.3%) 22.42 (2.7%) 1.3% ( -4% - 7%) 0.163 HighTermTitleSort 213.01 (3.4%) 215.90 (4.6%) 1.4% ( -6% - 9%) 0.286 HighTermTitleBDVSort 34.93 (1.6%) 35.43 (3.6%) 1.4% ( -3% - 6%) 0.102 PrefixHigh3 237.91 (7.4%) 242.30 (5.4%) 1.8% ( -10% - 15%) 0.367 AndHighLow 1928.84 (4.9%) 1964.64 (4.7%) 1.9% ( -7% - 12%) 0.221 Fuzzy2 157.51 (1.9%) 160.51 (1.4%) 1.9% ( -1% - 5%) 0.000 HighTermDayOfYearSort 457.31 (7.9%) 468.65 (5.7%) 2.5% ( -10% - 17%) 0.255 Fuzzy1 175.60 (2.8%) 180.02 (1.6%) 2.5% ( -1% - 7%) 0.000 BrowseMonthTaxoFacets 27.42 (35.1%) 28.20 (36.2%) 2.9% ( -50% - 114%) 0.800 PrefixHighest1 2.77 (8.1%) 2.85 (5.5%) 3.1% ( -9% - 18%) 0.160 PrefixLow10 2855.27 (5.3%) 2962.77 (4.9%) 3.8% ( -6% - 14%) 0.020 BrowseDateSSDVFacets 4.49 (18.0%) 4.66 (19.0%) 3.8% ( -28% - 49%) 0.512 PrefixHigh5 826.11 (3.4%) 878.91 (2.8%) 6.4% ( 0% - 13%) 0.000 PrefixHigh1 5.25 (7.1%) 5.61 (5.1%) 6.7% ( -5% - 20%) 0.001 Respell 111.92 (2.2%) 120.67 (1.4%) 7.8% ( 4% - 11%) 0.000 BrowseRandomLabelTaxoFacets 30.84 (43.2%) 33.34 (52.5%) 8.1% ( -61% - 182%) 0.595 PrefixHigh2 42.09 (5.0%) 46.27 (4.6%) 9.9% ( 0% - 20%) 0.000 ``` And with stock `luceneutil` (undifferentiated Prefix3 category); note the improved performance across other tasks for the 10k case! Not sure what accounts for that, but I've run this quite a few times and it doesn't seem to be an anomaly. I suspect that the more substantial degradation of `Prefix3` in the stock benchmarks (relative to the differentiated case above) may be due to overfitting for the particular chosen `Prefix3` task: ``` python3 src/python/localrun.py -source wikimedium10k TaskQPS baseline StdDevQPS my_modified_version StdDev Pct diff p-value Prefix3 2458.08 (6.0%) 2223.56 (4.7%) -9.5% ( -19% - 1%) 0.000 OrHighMed 2585.75 (9.1%) 2608.51 (5.7%) 0.9% ( -12% - 17%) 0.714 LowPhrase 3108.35 (8.2%) 3152.49 (8.5%) 1.4% ( -14% - 19%) 0.591 HighSpanNear 1772.09 (7.5%) 1816.13 (7.6%) 2.5% ( -11% - 18%) 0.296 HighPhrase 2014.62 (7.4%) 2072.52 (6.2%) 2.9% ( -10% - 17%) 0.184 LowIntervalsOrdered 5688.60 (8.4%) 5868.15 (9.4%) 3.2% ( -13% - 22%) 0.263 HighTermDayOfYearSort 2920.81 (8.6%) 3023.19 (6.6%) 3.5% ( -10% - 20%) 0.148 OrHighHigh 1828.96 (7.4%) 1894.55 (5.9%) 3.6% ( -9% - 18%) 0.092 MedSpanNear 1716.37 (6.8%) 1778.19 (5.4%) 3.6% ( -8% - 17%) 0.065 AndHighHigh 2734.43 (7.2%) 2843.49 (6.4%) 4.0% ( -8% - 18%) 0.064 HighSloppyPhrase 1690.86 (6.4%) 1759.81 (4.0%) 4.1% ( -5% - 15%) 0.015 MedIntervalsOrdered 3699.13 (6.7%) 3860.66 (8.4%) 4.4% ( -10% - 20%) 0.070 MedPhrase 3261.20 (7.3%) 3423.59 (8.9%) 5.0% ( -10% - 22%) 0.053 IntNRQ 3758.55 (6.2%) 3947.76 (4.3%) 5.0% ( -5% - 16%) 0.003 LowSloppyPhrase 3701.73 (7.4%) 3890.06 (8.2%) 5.1% ( -9% - 22%) 0.040 Wildcard 2327.77 (8.0%) 2446.46 (5.5%) 5.1% ( -7% - 20%) 0.019 OrHighLow 2609.13 (7.5%) 2762.20 (7.7%) 5.9% ( -8% - 22%) 0.015 MedTerm 10228.33 (13.0%) 10866.53 (10.5%) 6.2% ( -15% - 34%) 0.095 MedSloppyPhrase 1508.21 (4.3%) 1602.35 (5.7%) 6.2% ( -3% - 16%) 0.000 LowSpanNear 1730.79 (5.8%) 1853.16 (7.8%) 7.1% ( -6% - 21%) 0.001 BrowseDateSSDVFacets 1529.97 (19.1%) 1641.62 (16.9%) 7.3% ( -24% - 53%) 0.201 AndHighMed 3576.31 (10.3%) 3862.84 (6.4%) 8.0% ( -7% - 27%) 0.003 HighTermMonthSort 3065.23 (9.8%) 3311.59 (6.1%) 8.0% ( -7% - 26%) 0.002 LowTerm 12885.24 (13.1%) 13952.13 (11.3%) 8.3% ( -14% - 37%) 0.033 Fuzzy1 752.37 (14.4%) 816.30 (11.6%) 8.5% ( -15% - 40%) 0.040 AndHighLow 10673.81 (10.1%) 11594.60 (10.1%) 8.6% ( -10% - 32%) 0.007 HighIntervalsOrdered 2259.29 (5.4%) 2474.19 (6.7%) 9.5% ( -2% - 22%) 0.000 BrowseRandomLabelSSDVFacets 1257.66 (13.8%) 1380.01 (15.2%) 9.7% ( -16% - 44%) 0.034 BrowseDayOfYearSSDVFacets 5091.27 (22.5%) 5638.26 (19.0%) 10.7% ( -25% - 67%) 0.103 HighTerm 5062.72 (11.6%) 5607.25 (9.5%) 10.8% ( -9% - 36%) 0.001 Fuzzy2 254.35 (12.6%) 282.80 (9.2%) 11.2% ( -9% - 37%) 0.001 Respell 625.64 (13.2%) 697.10 (8.2%) 11.4% ( -8% - 37%) 0.001 BrowseDayOfYearTaxoFacets 4398.22 (20.9%) 4976.26 (18.2%) 13.1% ( -21% - 66%) 0.034 BrowseMonthTaxoFacets 4382.33 (20.5%) 4973.40 (17.5%) 13.5% ( -20% - 64%) 0.025 BrowseMonthSSDVFacets 5005.10 (21.0%) 5683.42 (21.2%) 13.6% ( -23% - 70%) 0.042 BrowseDateTaxoFacets 4787.44 (20.8%) 5503.23 (20.2%) 15.0% ( -21% - 70%) 0.021 BrowseRandomLabelTaxoFacets 1821.43 (19.3%) 2094.73 (21.4%) 15.0% ( -21% - 69%) 0.020 PKLookup 217.94 (24.9%) 252.24 (34.3%) 15.7% ( -34% - 99%) 0.097 ``` ``` python3 src/python/localrun.py -source wikimedium10m TaskQPS baseline StdDevQPS my_modified_version StdDev Pct diff p-value BrowseMonthTaxoFacets 34.64 (32.6%) 29.79 (28.6%) -14.0% ( -56% - 69%) 0.149 BrowseRandomLabelTaxoFacets 34.27 (53.4%) 31.63 (45.0%) -7.7% ( -69% - 194%) 0.622 Prefix3 1761.37 (4.2%) 1679.79 (5.0%) -4.6% ( -13% - 4%) 0.002 OrHighNotLow 763.47 (4.2%) 745.50 (3.9%) -2.4% ( -9% - 5%) 0.065 OrHighNotHigh 494.42 (3.6%) 484.60 (3.7%) -2.0% ( -8% - 5%) 0.084 AndHighLow 2073.60 (4.2%) 2033.28 (4.7%) -1.9% ( -10% - 7%) 0.167 BrowseDayOfYearTaxoFacets 30.67 (32.3%) 30.15 (29.6%) -1.7% ( -48% - 88%) 0.862 BrowseDateTaxoFacets 30.55 (32.4%) 30.04 (29.8%) -1.7% ( -48% - 89%) 0.864 OrHighNotMed 552.15 (3.2%) 543.61 (3.9%) -1.5% ( -8% - 5%) 0.168 OrHighMedDayTaxoFacets 24.21 (3.6%) 23.84 (7.5%) -1.5% ( -12% - 9%) 0.407 OrNotHighLow 1245.10 (3.3%) 1226.38 (3.9%) -1.5% ( -8% - 5%) 0.184 OrNotHighHigh 491.74 (2.9%) 485.56 (2.9%) -1.3% ( -6% - 4%) 0.173 MedIntervalsOrdered 11.53 (2.2%) 11.39 (1.7%) -1.2% ( -5% - 2%) 0.053 HighIntervalsOrdered 13.24 (2.1%) 13.08 (1.7%) -1.2% ( -4% - 2%) 0.052 LowTerm 2116.48 (2.9%) 2091.82 (3.9%) -1.2% ( -7% - 5%) 0.288 PKLookup 336.07 (2.5%) 332.58 (2.7%) -1.0% ( -6% - 4%) 0.208 OrNotHighMed 1086.12 (2.9%) 1075.81 (3.0%) -0.9% ( -6% - 5%) 0.315 AndHighHigh 62.97 (3.9%) 62.48 (4.9%) -0.8% ( -9% - 8%) 0.576 LowIntervalsOrdered 42.82 (1.5%) 42.49 (1.3%) -0.8% ( -3% - 2%) 0.077 MedPhrase 69.41 (1.5%) 68.94 (1.9%) -0.7% ( -4% - 2%) 0.213 AndHighMed 252.21 (4.6%) 250.59 (4.4%) -0.6% ( -9% - 8%) 0.651 IntNRQ 99.47 (3.5%) 98.87 (2.4%) -0.6% ( -6% - 5%) 0.523 HighTerm 838.27 (3.9%) 833.78 (4.1%) -0.5% ( -8% - 7%) 0.670 Wildcard 233.63 (4.0%) 232.67 (4.3%) -0.4% ( -8% - 8%) 0.755 OrHighMed 200.00 (4.2%) 199.36 (3.2%) -0.3% ( -7% - 7%) 0.786 HighPhrase 62.02 (1.5%) 61.84 (1.7%) -0.3% ( -3% - 2%) 0.572 Fuzzy1 173.32 (1.0%) 172.89 (1.3%) -0.3% ( -2% - 2%) 0.479 LowSpanNear 70.68 (1.4%) 70.53 (1.4%) -0.2% ( -2% - 2%) 0.619 BrowseDayOfYearSSDVFacets 27.55 (11.4%) 27.49 (8.9%) -0.2% ( -18% - 22%) 0.950 AndHighMedDayTaxoFacets 162.92 (3.2%) 162.60 (2.7%) -0.2% ( -5% - 5%) 0.838 MedSpanNear 216.20 (1.5%) 215.80 (1.4%) -0.2% ( -3% - 2%) 0.680 Fuzzy2 85.45 (1.0%) 85.34 (1.2%) -0.1% ( -2% - 2%) 0.709 MedTerm 919.18 (3.5%) 918.01 (4.1%) -0.1% ( -7% - 7%) 0.916 Respell 98.46 (0.9%) 98.41 (1.3%) -0.0% ( -2% - 2%) 0.894 MedSloppyPhrase 15.33 (3.0%) 15.33 (1.9%) 0.0% ( -4% - 5%) 0.999 MedTermDayTaxoFacets 60.97 (1.7%) 61.00 (1.9%) 0.0% ( -3% - 3%) 0.933 BrowseDateSSDVFacets 4.32 (15.8%) 4.32 (16.0%) 0.1% ( -27% - 37%) 0.988 AndHighHighDayTaxoFacets 30.12 (2.6%) 30.15 (1.9%) 0.1% ( -4% - 4%) 0.901 HighSpanNear 57.62 (1.1%) 57.68 (1.2%) 0.1% ( -2% - 2%) 0.758 LowPhrase 48.08 (1.8%) 48.15 (2.5%) 0.1% ( -4% - 4%) 0.854 BrowseMonthSSDVFacets 28.30 (12.3%) 28.34 (9.1%) 0.2% ( -18% - 24%) 0.962 OrHighLow 372.98 (5.5%) 373.74 (5.3%) 0.2% ( -10% - 11%) 0.905 HighSloppyPhrase 37.99 (2.8%) 38.07 (2.1%) 0.2% ( -4% - 5%) 0.777 HighTermMonthSort 4071.91 (4.4%) 4083.23 (4.8%) 0.3% ( -8% - 9%) 0.847 LowSloppyPhrase 85.83 (2.1%) 86.15 (1.7%) 0.4% ( -3% - 4%) 0.531 OrHighHigh 47.20 (5.6%) 47.38 (4.6%) 0.4% ( -9% - 11%) 0.815 BrowseRandomLabelSSDVFacets 20.46 (7.5%) 20.57 (6.2%) 0.5% ( -12% - 15%) 0.814 HighTermTitleBDVSort 31.39 (2.1%) 31.56 (2.2%) 0.5% ( -3% - 4%) 0.414 HighTermTitleSort 148.16 (2.3%) 150.02 (5.4%) 1.3% ( -6% - 9%) 0.338 HighTermDayOfYearSort 585.72 (4.1%) 600.26 (3.3%) 2.5% ( -4% - 10%) 0.035 TermDTSort 250.69 (3.4%) 257.04 (4.0%) 2.5% ( -4% - 10%) 0.030 ``` -- This is an automated message from the Apache Git Service. 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