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Streaming PromQL engine: binary arithmetic operations with one-to-one matching #8096
Commits on May 8, 2024
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Enable upstream test cases for binary operators with one-to-one match…
…ing and arithmetic operations
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Make it clear that points are expected to be in timestamp order with …
…no duplicate timestamps.
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Add support for case where multiple different series contribute to on…
…e side of a binary operation
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Commits on May 9, 2024
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Add benchmark for the case where one side of a binary operation has m…
…any more series than the other
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Sort output series to minimise the number of input series we need to …
…buffer in memory
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Commits on May 10, 2024
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Use bucketed pools with factor 2 rather than factor 10.
This dramatically reduces peak memory consumption, as we'll no longer potentially over-allocate by a factor of 10. For example, previously, if we needed a slice of 1001 points, we'd end up using a slice with capacity 10000. Now it will only be 1024. This fixes the issue where queries that return many series result in peak memory utilisation far greater than Prometheus' engine. Full benchmark results: goos: darwin goarch: arm64 pkg: github.com/grafana/mimir/pkg/streamingpromql/benchmarks │ standard │ streaming │ │ sec/op │ sec/op vs base │ Query/a_1,_instant_query 127.9µ ± 5% 120.6µ ± 4% -5.72% (p=0.004 n=6) Query/a_1,_range_query_with_100_steps 141.8µ ± 15% 131.8µ ± 8% ~ (p=0.132 n=6) Query/a_1,_range_query_with_1000_steps 181.0µ ± 2% 171.4µ ± 1% -5.33% (p=0.002 n=6) Query/a_100,_instant_query 577.7µ ± 7% 558.4µ ± 3% -3.35% (p=0.002 n=6) Query/a_100,_range_query_with_100_steps 1.060m ± 5% 1.039m ± 5% ~ (p=0.240 n=6) Query/a_100,_range_query_with_1000_steps 5.276m ± 1% 5.191m ± 2% -1.61% (p=0.015 n=6) Query/a_2000,_instant_query 7.207m ± 0% 7.015m ± 1% -2.65% (p=0.002 n=6) Query/a_2000,_range_query_with_100_steps 15.88m ± 1% 15.39m ± 1% -3.08% (p=0.002 n=6) Query/a_2000,_range_query_with_1000_steps 94.69m ± 1% 90.68m ± 0% -4.24% (p=0.002 n=6) Query/rate(a_1[1m]),_instant_query 123.1µ ± 7% 112.7µ ± 3% -8.43% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_100_steps 134.4µ ± 4% 120.3µ ± 4% -10.48% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_1000_steps 236.3µ ± 1% 178.0µ ± 1% -24.69% (p=0.002 n=6) Query/rate(a_100[1m]),_instant_query 570.8µ ± 2% 557.4µ ± 4% -2.34% (p=0.004 n=6) Query/rate(a_100[1m]),_range_query_with_100_steps 1.606m ± 2% 1.153m ± 0% -28.20% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_1000_steps 10.467m ± 2% 5.811m ± 1% -44.48% (p=0.002 n=6) Query/rate(a_2000[1m]),_instant_query 7.007m ± 0% 6.811m ± 1% -2.80% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_100_steps 26.64m ± 1% 17.95m ± 2% -32.62% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_1000_steps 195.2m ± 2% 104.3m ± 0% -46.57% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_10000_steps 1174.8µ ± 2% 744.3µ ± 1% -36.64% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_10000_steps 97.00m ± 1% 52.99m ± 6% -45.38% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_10000_steps 2.004 ± 2% 1.047 ± 5% -47.75% (p=0.002 n=6) Query/rate(a_1[1d]),_instant_query 745.6µ ± 2% 553.4µ ± 7% -25.77% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_100_steps 1302.3µ ± 1% 988.9µ ± 1% -24.07% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_1000_steps 6.227m ± 1% 4.860m ± 1% -21.94% (p=0.002 n=6) Query/rate(a_100[1d]),_instant_query 43.68m ± 0% 33.71m ± 0% -22.83% (p=0.002 n=6) Query/rate(a_100[1d]),_range_query_with_100_steps 98.27m ± 1% 76.75m ± 1% -21.90% (p=0.002 n=6) Query/rate(a_100[1d]),_range_query_with_1000_steps 587.2m ± 1% 461.3m ± 0% -21.44% (p=0.002 n=6) Query/rate(a_2000[1d]),_instant_query 813.1m ± 1% 618.5m ± 0% -23.93% (p=0.002 n=6) Query/rate(a_2000[1d]),_range_query_with_100_steps 1.914 ± 1% 1.482 ± 8% -22.58% (p=0.002 n=6) Query/rate(a_2000[1d]),_range_query_with_1000_steps 11.671 ± 1% 9.149 ± 0% -21.61% (p=0.002 n=6) Query/a_1_-_b_1,_instant_query 225.9µ ± 1% 211.4µ ± 2% -6.42% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_100_steps 260.3µ ± 0% 225.9µ ± 2% -13.23% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_1000_steps 618.3µ ± 2% 319.6µ ± 1% -48.31% (p=0.002 n=6) Query/a_100_-_b_100,_instant_query 1.182m ± 1% 1.125m ± 0% -4.82% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_100_steps 4.437m ± 1% 2.042m ± 1% -53.98% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_1000_steps 33.51m ± 0% 10.19m ± 1% -69.59% (p=0.002 n=6) Query/a_2000_-_b_2000,_instant_query 15.92m ± 1% 15.38m ± 1% -3.42% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_100_steps 82.01m ± 1% 32.76m ± 1% -60.06% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_1000_steps 735.9m ± 1% 187.5m ± 1% -74.53% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_10000_steps 3.298m ± 1% 1.273m ± 1% -61.40% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_10000_steps 322.21m ± 0% 87.20m ± 0% -72.94% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_10000_steps 7.571 ± 0% 1.733 ± 3% -77.11% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_instant_query 1.114m ± 1% 1.086m ± 1% -2.52% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps 3.182m ± 1% 1.803m ± 1% -43.32% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps 21.739m ± 0% 8.109m ± 1% -62.70% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_instant_query 12.093m ± 1% 9.135m ± 2% -24.46% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps 52.50m ± 1% 18.63m ± 2% -64.51% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps 470.5m ± 1% 103.8m ± 0% -77.94% (p=0.002 n=6) Query/sum(a_1),_instant_query 118.5µ ± 2% 110.8µ ± 4% -6.42% (p=0.002 n=6) Query/sum(a_1),_range_query_with_100_steps 129.1µ ± 1% 117.5µ ± 2% -9.00% (p=0.002 n=6) Query/sum(a_1),_range_query_with_1000_steps 207.4µ ± 1% 172.5µ ± 1% -16.83% (p=0.002 n=6) Query/sum(a_100),_instant_query 584.5µ ± 1% 561.9µ ± 3% -3.87% (p=0.002 n=6) Query/sum(a_100),_range_query_with_100_steps 1.092m ± 1% 1.020m ± 1% -6.59% (p=0.002 n=6) Query/sum(a_100),_range_query_with_1000_steps 5.683m ± 1% 5.199m ± 0% -8.53% (p=0.002 n=6) Query/sum(a_2000),_instant_query 7.251m ± 1% 7.010m ± 0% -3.32% (p=0.002 n=6) Query/sum(a_2000),_range_query_with_100_steps 16.84m ± 1% 15.74m ± 1% -6.53% (p=0.002 n=6) Query/sum(a_2000),_range_query_with_1000_steps 111.55m ± 2% 93.75m ± 0% -15.96% (p=0.002 n=6) Query/sum_by_(l)(h_1),_instant_query 148.6µ ± 2% 139.7µ ± 2% -5.98% (p=0.002 n=6) Query/sum_by_(l)(h_1),_range_query_with_100_steps 183.7µ ± 1% 170.9µ ± 2% -6.98% (p=0.002 n=6) Query/sum_by_(l)(h_1),_range_query_with_1000_steps 533.7µ ± 1% 480.8µ ± 2% -9.92% (p=0.002 n=6) Query/sum_by_(l)(h_100),_instant_query 2.576m ± 1% 2.458m ± 1% -4.55% (p=0.002 n=6) Query/sum_by_(l)(h_100),_range_query_with_100_steps 5.505m ± 1% 5.193m ± 1% -5.65% (p=0.002 n=6) Query/sum_by_(l)(h_100),_range_query_with_1000_steps 33.01m ± 1% 29.73m ± 1% -9.94% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_instant_query 46.80m ± 1% 45.32m ± 1% -3.16% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_range_query_with_100_steps 107.41m ± 1% 98.70m ± 1% -8.11% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_range_query_with_1000_steps 705.7m ± 0% 563.3m ± 1% -20.17% (p=0.002 n=6) Query/sum_by_(le)(h_1),_instant_query 150.1µ ± 1% 141.2µ ± 3% -5.95% (p=0.002 n=6) Query/sum_by_(le)(h_1),_range_query_with_100_steps 187.2µ ± 1% 174.5µ ± 2% -6.80% (p=0.002 n=6) Query/sum_by_(le)(h_1),_range_query_with_1000_steps 562.1µ ± 0% 500.4µ ± 2% -10.98% (p=0.002 n=6) Query/sum_by_(le)(h_100),_instant_query 2.525m ± 2% 2.412m ± 1% -4.46% (p=0.002 n=6) Query/sum_by_(le)(h_100),_range_query_with_100_steps 5.403m ± 1% 5.072m ± 1% -6.13% (p=0.002 n=6) Query/sum_by_(le)(h_100),_range_query_with_1000_steps 32.40m ± 3% 29.59m ± 1% -8.67% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_instant_query 45.69m ± 1% 43.78m ± 1% -4.18% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_range_query_with_100_steps 104.06m ± 0% 96.44m ± 1% -7.32% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_range_query_with_1000_steps 683.8m ± 0% 560.5m ± 1% -18.03% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query 232.9µ ± 1% 216.2µ ± 2% -7.17% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps 276.6µ ± 2% 231.2µ ± 2% -16.42% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps 710.4µ ± 2% 340.7µ ± 3% -52.04% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query 1.150m ± 1% 1.102m ± 0% -4.15% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps 5.453m ± 1% 2.268m ± 1% -58.41% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps 43.07m ± 1% 11.55m ± 1% -73.18% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query 15.28m ± 1% 14.82m ± 1% -3.04% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps 102.03m ± 1% 37.52m ± 1% -63.22% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps 928.4m ± 1% 214.7m ± 0% -76.87% (p=0.002 n=6) Query/sum(a_1_+_b_1),_instant_query 225.9µ ± 1% 214.6µ ± 2% -5.00% (p=0.002 n=6) Query/sum(a_1_+_b_1),_range_query_with_100_steps 266.8µ ± 2% 228.0µ ± 2% -14.55% (p=0.002 n=6) Query/sum(a_1_+_b_1),_range_query_with_1000_steps 650.4µ ± 2% 329.4µ ± 2% -49.36% (p=0.002 n=6) Query/sum(a_100_+_b_100),_instant_query 1.189m ± 1% 1.133m ± 1% -4.72% (p=0.002 n=6) Query/sum(a_100_+_b_100),_range_query_with_100_steps 4.504m ± 1% 2.043m ± 1% -54.64% (p=0.002 n=6) Query/sum(a_100_+_b_100),_range_query_with_1000_steps 34.07m ± 1% 10.34m ± 0% -69.64% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_instant_query 15.94m ± 1% 15.41m ± 1% -3.34% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_100_steps 83.55m ± 2% 33.20m ± 1% -60.26% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps 764.1m ± 0% 192.3m ± 0% -74.84% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_instant_query 153.3µ ± 1% 142.2µ ± 1% -7.26% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps 241.2µ ± 4% 184.2µ ± 3% -23.64% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps 932.3µ ± 6% 540.8µ ± 1% -41.99% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_instant_query 2.455m ± 1% 2.341m ± 2% -4.62% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps 9.185m ± 8% 5.771m ± 0% -37.16% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps 73.48m ± 0% 33.33m ± 1% -54.64% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_instant_query 43.97m ± 2% 42.68m ± 0% -2.95% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps 165.6m ± 15% 111.2m ± 1% -32.84% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps 1327.0m ± 0% 641.8m ± 1% -51.63% (p=0.002 n=6) geomean 7.430m 5.174m -30.37% │ standard │ streaming │ │ B/op │ B/op vs base │ Query/a_1,_instant_query 20.20Ki ± 0% 17.24Ki ± 0% -14.65% (p=0.002 n=6) Query/a_1,_range_query_with_100_steps 21.16Ki ± 0% 17.84Ki ± 0% -15.69% (p=0.002 n=6) Query/a_1,_range_query_with_1000_steps 27.14Ki ± 1% 23.91Ki ± 0% -11.88% (p=0.002 n=6) Query/a_100,_instant_query 140.1Ki ± 0% 122.0Ki ± 0% -12.95% (p=0.002 n=6) Query/a_100,_range_query_with_100_steps 196.0Ki ± 0% 182.1Ki ± 0% -7.09% (p=0.002 n=6) Query/a_100,_range_query_with_1000_steps 770.4Ki ± 0% 758.2Ki ± 0% -1.58% (p=0.002 n=6) Query/a_2000,_instant_query 2.407Mi ± 0% 2.086Mi ± 0% -13.36% (p=0.002 n=6) Query/a_2000,_range_query_with_100_steps 3.428Mi ± 0% 3.265Mi ± 0% -4.77% (p=0.002 n=6) Query/a_2000,_range_query_with_1000_steps 14.50Mi ± 0% 14.37Mi ± 0% -0.88% (p=0.002 n=6) Query/rate(a_1[1m]),_instant_query 22.44Ki ± 0% 17.67Ki ± 0% -21.27% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_100_steps 23.29Ki ± 0% 18.24Ki ± 0% -21.69% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_1000_steps 29.13Ki ± 1% 23.98Ki ± 0% -17.69% (p=0.002 n=6) Query/rate(a_100[1m]),_instant_query 164.3Ki ± 0% 124.9Ki ± 0% -23.97% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_100_steps 220.1Ki ± 0% 184.9Ki ± 0% -16.01% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_1000_steps 758.7Ki ± 0% 724.8Ki ± 0% -4.47% (p=0.002 n=6) Query/rate(a_2000[1m]),_instant_query 2.857Mi ± 0% 2.137Mi ± 0% -25.18% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_100_steps 3.879Mi ± 0% 3.326Mi ± 1% -14.25% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_1000_steps 14.32Mi ± 0% 13.84Mi ± 0% -3.40% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_10000_steps 79.90Ki ± 6% 66.90Ki ± 2% -16.27% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_10000_steps 4.993Mi ± 4% 4.986Mi ± 0% ~ (p=1.000 n=6) Query/rate(a_2000[1m]),_range_query_with_10000_steps 1068.8Mi ± 0% 599.7Mi ± 0% -43.89% (p=0.002 n=6) Query/rate(a_1[1d]),_instant_query 632.50Ki ± 3% 67.00Ki ± 5% -89.41% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_100_steps 651.78Ki ± 1% 66.88Ki ± 5% -89.74% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_1000_steps 649.71Ki ± 3% 76.55Ki ± 16% -88.22% (p=0.002 n=6) Query/rate(a_100[1d]),_instant_query 5.181Mi ± 1% 4.681Mi ± 1% -9.66% (p=0.002 n=6) Query/rate(a_100[1d]),_range_query_with_100_steps 5.197Mi ± 3% 4.685Mi ± 2% -9.84% (p=0.002 n=6) Query/rate(a_100[1d]),_range_query_with_1000_steps 5.498Mi ± 7% 5.169Mi ± 2% ~ (p=0.180 n=6) Query/rate(a_2000[1d]),_instant_query 86.90Mi ± 1% 85.94Mi ± 1% -1.11% (p=0.009 n=6) Query/rate(a_2000[1d]),_range_query_with_100_steps 92.64Mi ± 1% 92.15Mi ± 1% ~ (p=0.240 n=6) Query/rate(a_2000[1d]),_range_query_with_1000_steps 126.4Mi ± 1% 125.8Mi ± 0% -0.47% (p=0.015 n=6) Query/a_1_-_b_1,_instant_query 41.54Ki ± 0% 36.42Ki ± 0% -12.33% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_100_steps 47.81Ki ± 0% 37.61Ki ± 0% -21.32% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_1000_steps 102.49Ki ± 0% 49.73Ki ± 0% -51.48% (p=0.002 n=6) Query/a_100_-_b_100,_instant_query 372.1Ki ± 0% 262.7Ki ± 0% -29.40% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_100_steps 586.3Ki ± 0% 383.7Ki ± 0% -34.55% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_1000_steps 2.541Mi ± 0% 1.503Mi ± 0% -40.85% (p=0.002 n=6) Query/a_2000_-_b_2000,_instant_query 6.968Mi ± 0% 4.516Mi ± 0% -35.19% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_100_steps 9.187Mi ± 0% 6.820Mi ± 0% -25.76% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_1000_steps 32.16Mi ± 0% 29.13Mi ± 1% -9.42% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_10000_steps 688.7Ki ± 3% 139.7Ki ± 2% -79.72% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_10000_steps 19.575Mi ± 1% 9.913Mi ± 0% -49.36% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_10000_steps 3107.2Mi ± 0% 698.1Mi ± 0% -77.53% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_instant_query 291.1Ki ± 0% 211.4Ki ± 0% -27.38% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps 467.5Ki ± 0% 401.0Ki ± 0% -14.23% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps 2.092Mi ± 0% 1.929Mi ± 0% -7.79% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_instant_query 5.258Mi ± 0% 3.011Mi ± 0% -42.73% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps 6.911Mi ± 0% 4.723Mi ± 1% -31.66% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps 23.54Mi ± 1% 20.19Mi ± 1% -14.24% (p=0.002 n=6) Query/sum(a_1),_instant_query 21.31Ki ± 0% 17.83Ki ± 0% -16.34% (p=0.002 n=6) Query/sum(a_1),_range_query_with_100_steps 22.26Ki ± 0% 19.51Ki ± 0% -12.35% (p=0.002 n=6) Query/sum(a_1),_range_query_with_1000_steps 28.32Ki ± 1% 33.65Ki ± 0% +18.83% (p=0.002 n=6) Query/sum(a_100),_instant_query 144.4Ki ± 0% 123.5Ki ± 0% -14.50% (p=0.002 n=6) Query/sum(a_100),_range_query_with_100_steps 204.2Ki ± 0% 183.7Ki ± 0% -10.03% (p=0.002 n=6) Query/sum(a_100),_range_query_with_1000_steps 779.0Ki ± 0% 769.8Ki ± 0% -1.18% (p=0.002 n=6) Query/sum(a_2000),_instant_query 2.471Mi ± 0% 2.072Mi ± 0% -16.13% (p=0.002 n=6) Query/sum(a_2000),_range_query_with_100_steps 3.561Mi ± 0% 3.179Mi ± 0% -10.72% (p=0.002 n=6) Query/sum(a_2000),_range_query_with_1000_steps 14.68Mi ± 0% 14.39Mi ± 0% -1.98% (p=0.002 n=6) Query/sum_by_(l)(h_1),_instant_query 27.61Ki ± 0% 23.24Ki ± 0% -15.85% (p=0.002 n=6) Query/sum_by_(l)(h_1),_range_query_with_100_steps 31.28Ki ± 0% 27.60Ki ± 0% -11.77% (p=0.002 n=6) Query/sum_by_(l)(h_1),_range_query_with_1000_steps 67.41Ki ± 0% 71.68Ki ± 0% +6.34% (p=0.002 n=6) Query/sum_by_(l)(h_100),_instant_query 906.3Ki ± 0% 748.2Ki ± 0% -17.44% (p=0.002 n=6) Query/sum_by_(l)(h_100),_range_query_with_100_steps 1.212Mi ± 0% 1.174Mi ± 0% -3.15% (p=0.002 n=6) Query/sum_by_(l)(h_100),_range_query_with_1000_steps 4.570Mi ± 1% 5.346Mi ± 1% +16.99% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_instant_query 18.97Mi ± 0% 15.99Mi ± 1% -15.71% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_range_query_with_100_steps 25.21Mi ± 0% 25.76Mi ± 1% +2.19% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_range_query_with_1000_steps 91.63Mi ± 1% 124.01Mi ± 3% +35.34% (p=0.002 n=6) Query/sum_by_(le)(h_1),_instant_query 29.12Ki ± 0% 23.37Ki ± 0% -19.77% (p=0.002 n=6) Query/sum_by_(le)(h_1),_range_query_with_100_steps 32.55Ki ± 0% 33.19Ki ± 0% +1.98% (p=0.002 n=6) Query/sum_by_(le)(h_1),_range_query_with_1000_steps 68.69Ki ± 0% 117.21Ki ± 0% +70.64% (p=0.002 n=6) Query/sum_by_(le)(h_100),_instant_query 868.9Ki ± 0% 729.8Ki ± 0% -16.01% (p=0.002 n=6) Query/sum_by_(le)(h_100),_range_query_with_100_steps 1.181Mi ± 0% 1.052Mi ± 0% -10.87% (p=0.002 n=6) Query/sum_by_(le)(h_100),_range_query_with_1000_steps 4.542Mi ± 0% 4.491Mi ± 1% -1.11% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_instant_query 18.12Mi ± 0% 15.45Mi ± 0% -14.73% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_range_query_with_100_steps 24.50Mi ± 0% 22.18Mi ± 0% -9.46% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_range_query_with_1000_steps 91.00Mi ± 0% 89.33Mi ± 1% -1.84% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query 46.02Ki ± 0% 37.26Ki ± 0% -19.05% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps 52.31Ki ± 0% 38.45Ki ± 0% -26.49% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps 106.31Ki ± 0% 49.80Ki ± 0% -53.15% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query 415.2Ki ± 0% 267.0Ki ± 0% -35.69% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps 629.6Ki ± 0% 387.8Ki ± 0% -38.42% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps 2.512Mi ± 0% 1.435Mi ± 0% -42.90% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query 7.780Mi ± 0% 4.586Mi ± 0% -41.05% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps 10.024Mi ± 0% 6.886Mi ± 1% -31.31% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps 31.72Mi ± 1% 27.82Mi ± 1% -12.27% (p=0.002 n=6) Query/sum(a_1_+_b_1),_instant_query 42.80Ki ± 0% 37.06Ki ± 0% -13.42% (p=0.002 n=6) Query/sum(a_1_+_b_1),_range_query_with_100_steps 49.12Ki ± 0% 39.33Ki ± 0% -19.93% (p=0.002 n=6) Query/sum(a_1_+_b_1),_range_query_with_1000_steps 103.73Ki ± 0% 59.51Ki ± 0% -42.63% (p=0.002 n=6) Query/sum(a_100_+_b_100),_instant_query 376.7Ki ± 0% 264.2Ki ± 0% -29.86% (p=0.002 n=6) Query/sum(a_100_+_b_100),_range_query_with_100_steps 595.1Ki ± 0% 384.4Ki ± 0% -35.40% (p=0.002 n=6) Query/sum(a_100_+_b_100),_range_query_with_1000_steps 2.549Mi ± 0% 1.514Mi ± 0% -40.61% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_instant_query 7.032Mi ± 0% 4.487Mi ± 0% -36.20% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_100_steps 9.335Mi ± 6% 6.728Mi ± 0% -27.94% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps 32.44Mi ± 1% 29.36Mi ± 2% -9.48% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_instant_query 32.88Ki ± 0% 23.80Ki ± 0% -27.61% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps 36.00Ki ± 0% 33.58Ki ± 0% -6.71% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps 69.37Ki ± 0% 114.78Ki ± 0% +65.46% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_instant_query 1007.7Ki ± 0% 750.0Ki ± 0% -25.57% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps 1.315Mi ± 0% 1.073Mi ± 0% -18.42% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps 4.488Mi ± 0% 4.308Mi ± 0% -4.01% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_instant_query 20.78Mi ± 0% 15.81Mi ± 0% -23.90% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps 27.08Mi ± 1% 22.56Mi ± 0% -16.72% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps 278.70Mi ± 0% 85.93Mi ± 0% -69.17% (p=0.002 n=6) geomean 1.147Mi 884.4Ki -24.72% │ standard │ streaming │ │ allocs/op │ allocs/op vs base │ Query/a_1,_instant_query 360.0 ± 0% 303.0 ± 0% -15.83% (p=0.002 n=6) Query/a_1,_range_query_with_100_steps 371.0 ± 0% 308.0 ± 0% -16.98% (p=0.002 n=6) Query/a_1,_range_query_with_1000_steps 401.0 ± 0% 338.0 ± 0% -15.71% (p=0.002 n=6) Query/a_100,_instant_query 1.975k ± 0% 1.910k ± 0% -3.29% (p=0.002 n=6) Query/a_100,_range_query_with_100_steps 2.486k ± 0% 2.417k ± 0% -2.78% (p=0.002 n=6) Query/a_100,_range_query_with_1000_steps 5.499k ± 0% 5.432k ± 0% -1.22% (p=0.002 n=6) Query/a_2000,_instant_query 32.79k ± 0% 32.70k ± 0% -0.27% (p=0.002 n=6) Query/a_2000,_range_query_with_100_steps 42.84k ± 0% 42.76k ± 0% -0.18% (p=0.002 n=6) Query/a_2000,_range_query_with_1000_steps 102.9k ± 0% 102.9k ± 0% -0.06% (p=0.002 n=6) Query/rate(a_1[1m]),_instant_query 403.0 ± 0% 313.0 ± 0% -22.33% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_100_steps 414.0 ± 0% 318.0 ± 0% -23.19% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_1000_steps 441.0 ± 0% 345.0 ± 0% -21.77% (p=0.002 n=6) Query/rate(a_100[1m]),_instant_query 2.422k ± 0% 2.019k ± 0% -16.64% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_100_steps 2.934k ± 0% 2.527k ± 0% -13.87% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_1000_steps 5.649k ± 0% 5.242k ± 0% -7.21% (p=0.002 n=6) Query/rate(a_2000[1m]),_instant_query 40.85k ± 0% 34.71k ± 0% -15.02% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_100_steps 50.90k ± 0% 44.78k ± 0% -12.02% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_1000_steps 105.00k ± 0% 98.90k ± 0% -5.81% (p=0.002 n=6) Query/rate(a_1[1m]),_range_query_with_10000_steps 670.0 ± 0% 574.0 ± 0% -14.33% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_10000_steps 28.63k ± 0% 28.23k ± 0% -1.39% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_10000_steps 576.2k ± 0% 564.0k ± 0% -2.13% (p=0.002 n=6) Query/rate(a_1[1d]),_instant_query 646.5 ± 0% 542.0 ± 0% -16.16% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_100_steps 655.5 ± 0% 545.0 ± 0% -16.86% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_1000_steps 676.0 ± 0% 567.0 ± 0% -16.12% (p=0.002 n=6) Query/rate(a_100[1d]),_instant_query 25.37k ± 0% 24.94k ± 0% -1.71% (p=0.002 n=6) Query/rate(a_100[1d]),_range_query_with_100_steps 25.67k ± 0% 25.26k ± 0% -1.59% (p=0.002 n=6) Query/rate(a_100[1d]),_range_query_with_1000_steps 27.78k ± 0% 27.40k ± 0% -1.36% (p=0.002 n=6) Query/rate(a_2000[1d]),_instant_query 501.6k ± 0% 491.8k ± 0% -1.95% (p=0.002 n=6) Query/rate(a_2000[1d]),_range_query_with_100_steps 509.9k ± 0% 503.8k ± 0% -1.20% (p=0.002 n=6) Query/rate(a_2000[1d]),_range_query_with_1000_steps 552.1k ± 0% 546.1k ± 0% -1.08% (p=0.002 n=6) Query/a_1_-_b_1,_instant_query 720.0 ± 0% 626.0 ± 0% -13.06% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_100_steps 934.0 ± 0% 636.0 ± 0% -31.91% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_1000_steps 2795.0 ± 0% 697.0 ± 0% -75.06% (p=0.002 n=6) Query/a_100_-_b_100,_instant_query 4.579k ± 0% 4.246k ± 0% -7.27% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_100_steps 5.800k ± 0% 5.260k ± 0% -9.31% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_1000_steps 15.51k ± 0% 11.29k ± 0% -27.20% (p=0.002 n=6) Query/a_2000_-_b_2000,_instant_query 77.69k ± 0% 73.50k ± 0% -5.40% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_100_steps 93.95k ± 0% 93.56k ± 0% -0.42% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_1000_steps 216.1k ± 0% 213.8k ± 0% -1.04% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_10000_steps 21.256k ± 0% 1.154k ± 0% -94.57% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_10000_steps 97.56k ± 0% 56.64k ± 0% -41.95% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_10000_steps 1.172M ± 0% 1.126M ± 0% -3.95% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_instant_query 3.577k ± 0% 3.302k ± 0% -7.69% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps 4.565k ± 0% 4.061k ± 0% -11.04% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps 12.508k ± 0% 8.592k ± 0% -31.31% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_instant_query 57.48k ± 0% 45.14k ± 0% -21.46% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps 69.74k ± 0% 56.46k ± 0% -19.04% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps 161.7k ± 0% 122.1k ± 0% -24.50% (p=0.002 n=6) Query/sum(a_1),_instant_query 384.0 ± 0% 312.0 ± 0% -18.75% (p=0.002 n=6) Query/sum(a_1),_range_query_with_100_steps 395.0 ± 0% 321.0 ± 0% -18.73% (p=0.002 n=6) Query/sum(a_1),_range_query_with_1000_steps 425.0 ± 0% 351.0 ± 0% -17.41% (p=0.002 n=6) Query/sum(a_100),_instant_query 1.999k ± 0% 1.920k ± 0% -3.95% (p=0.002 n=6) Query/sum(a_100),_range_query_with_100_steps 2.511k ± 0% 2.429k ± 0% -3.25% (p=0.002 n=6) Query/sum(a_100),_range_query_with_1000_steps 5.524k ± 0% 5.444k ± 0% -1.46% (p=0.002 n=6) Query/sum(a_2000),_instant_query 32.81k ± 0% 32.71k ± 0% -0.30% (p=0.002 n=6) Query/sum(a_2000),_range_query_with_100_steps 42.86k ± 0% 42.76k ± 0% -0.23% (p=0.002 n=6) Query/sum(a_2000),_range_query_with_1000_steps 103.0k ± 0% 102.9k ± 0% -0.06% (p=0.002 n=6) Query/sum_by_(l)(h_1),_instant_query 482.0 ± 0% 404.0 ± 0% -16.18% (p=0.002 n=6) Query/sum_by_(l)(h_1),_range_query_with_100_steps 518.0 ± 0% 438.0 ± 0% -15.44% (p=0.002 n=6) Query/sum_by_(l)(h_1),_range_query_with_1000_steps 698.0 ± 0% 619.0 ± 0% -11.32% (p=0.002 n=6) Query/sum_by_(l)(h_100),_instant_query 10.86k ± 0% 10.76k ± 0% -0.94% (p=0.002 n=6) Query/sum_by_(l)(h_100),_range_query_with_100_steps 13.87k ± 0% 14.19k ± 0% +2.29% (p=0.002 n=6) Query/sum_by_(l)(h_100),_range_query_with_1000_steps 31.93k ± 0% 32.27k ± 0% +1.07% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_instant_query 223.0k ± 1% 210.1k ± 0% -5.78% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_range_query_with_100_steps 269.2k ± 0% 279.3k ± 0% +3.74% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_range_query_with_1000_steps 629.6k ± 0% 643.9k ± 0% +2.27% (p=0.002 n=6) Query/sum_by_(le)(h_1),_instant_query 490.0 ± 0% 409.0 ± 0% -16.53% (p=0.002 n=6) Query/sum_by_(le)(h_1),_range_query_with_100_steps 526.0 ± 0% 463.5 ± 0% -11.88% (p=0.002 n=6) Query/sum_by_(le)(h_1),_range_query_with_1000_steps 706.0 ± 0% 644.0 ± 0% -8.78% (p=0.002 n=6) Query/sum_by_(le)(h_100),_instant_query 10.74k ± 0% 10.65k ± 0% -0.87% (p=0.002 n=6) Query/sum_by_(le)(h_100),_range_query_with_100_steps 13.76k ± 0% 13.68k ± 0% -0.54% (p=0.002 n=6) Query/sum_by_(le)(h_100),_range_query_with_1000_steps 31.81k ± 0% 31.75k ± 0% -0.19% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_instant_query 218.8k ± 1% 206.9k ± 0% -5.48% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_range_query_with_100_steps 267.0k ± 0% 267.2k ± 0% ~ (p=0.240 n=6) Query/sum_by_(le)(h_2000),_range_query_with_1000_steps 627.4k ± 0% 627.7k ± 0% +0.04% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query 798.0 ± 0% 645.0 ± 0% -19.17% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps 1012.0 ± 0% 656.0 ± 0% -35.18% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps 2867.0 ± 0% 710.0 ± 0% -75.24% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query 5.468k ± 0% 4.465k ± 0% -18.35% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps 6.690k ± 0% 5.480k ± 0% -18.09% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps 15.80k ± 0% 10.92k ± 0% -30.90% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query 93.80k ± 0% 77.52k ± 0% -17.35% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps 110.06k ± 0% 97.59k ± 0% -11.33% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps 220.1k ± 0% 205.8k ± 0% -6.52% (p=0.002 n=6) Query/sum(a_1_+_b_1),_instant_query 744.0 ± 0% 635.0 ± 0% -14.65% (p=0.002 n=6) Query/sum(a_1_+_b_1),_range_query_with_100_steps 958.0 ± 0% 650.0 ± 0% -32.15% (p=0.002 n=6) Query/sum(a_1_+_b_1),_range_query_with_1000_steps 2819.0 ± 0% 710.0 ± 0% -74.81% (p=0.002 n=6) Query/sum(a_100_+_b_100),_instant_query 4.603k ± 0% 4.256k ± 0% -7.54% (p=0.002 n=6) Query/sum(a_100_+_b_100),_range_query_with_100_steps 5.824k ± 0% 5.271k ± 0% -9.49% (p=0.002 n=6) Query/sum(a_100_+_b_100),_range_query_with_1000_steps 15.53k ± 0% 11.30k ± 0% -27.22% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_instant_query 77.72k ± 0% 73.51k ± 0% -5.42% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_100_steps 93.99k ± 1% 93.57k ± 0% -0.45% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps 216.1k ± 0% 214.0k ± 0% -0.99% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_instant_query 554.0 ± 0% 418.0 ± 0% -24.55% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps 582.0 ± 0% 473.0 ± 0% -18.73% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps 745.0 ± 0% 635.0 ± 0% -14.77% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_instant_query 13.20k ± 0% 11.26k ± 0% -14.68% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps 16.20k ± 0% 14.30k ± 0% -11.77% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps 32.46k ± 0% 30.56k ± 0% -5.86% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_instant_query 276.4k ± 1% 218.9k ± 0% -20.81% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps 315.3k ± 0% 279.2k ± 0% -11.45% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps 665.7k ± 0% 603.7k ± 0% -9.31% (p=0.002 n=6) geomean 11.10k 9.219k -16.97% │ standard │ streaming │ │ B │ B vs base │ Query/a_1,_instant_query 72.84Mi ± 1% 72.25Mi ± 1% -0.82% (p=0.015 n=6) Query/a_1,_range_query_with_100_steps 72.70Mi ± 1% 71.51Mi ± 1% -1.64% (p=0.004 n=6) Query/a_1,_range_query_with_1000_steps 72.05Mi ± 2% 70.04Mi ± 1% -2.80% (p=0.002 n=6) Query/a_100,_instant_query 66.33Mi ± 2% 65.80Mi ± 1% ~ (p=0.368 n=6) Query/a_100,_range_query_with_100_steps 67.19Mi ± 1% 65.77Mi ± 1% -2.12% (p=0.004 n=6) Query/a_100,_range_query_with_1000_steps 68.54Mi ± 1% 68.41Mi ± 1% ~ (p=0.394 n=6) Query/a_2000,_instant_query 68.42Mi ± 3% 68.45Mi ± 0% ~ (p=1.000 n=6) Query/a_2000,_range_query_with_100_steps 74.73Mi ± 1% 76.11Mi ± 1% +1.84% (p=0.002 n=6) Query/a_2000,_range_query_with_1000_steps 134.5Mi ± 1% 136.3Mi ± 9% ~ (p=0.509 n=6) Query/rate(a_1[1m]),_instant_query 71.85Mi ± 1% 71.84Mi ± 1% ~ (p=0.818 n=6) Query/rate(a_1[1m]),_range_query_with_100_steps 72.88Mi ± 2% 71.96Mi ± 1% ~ (p=0.065 n=6) Query/rate(a_1[1m]),_range_query_with_1000_steps 70.88Mi ± 2% 69.79Mi ± 1% ~ (p=0.067 n=6) Query/rate(a_100[1m]),_instant_query 66.68Mi ± 1% 65.83Mi ± 0% -1.28% (p=0.002 n=6) Query/rate(a_100[1m]),_range_query_with_100_steps 66.08Mi ± 1% 65.91Mi ± 2% ~ (p=0.699 n=6) Query/rate(a_100[1m]),_range_query_with_1000_steps 67.52Mi ± 1% 68.53Mi ± 1% +1.49% (p=0.002 n=6) Query/rate(a_2000[1m]),_instant_query 69.01Mi ± 1% 68.42Mi ± 2% -0.85% (p=0.015 n=6) Query/rate(a_2000[1m]),_range_query_with_100_steps 73.89Mi ± 2% 75.41Mi ± 3% +2.06% (p=0.006 n=6) Query/rate(a_2000[1m]),_range_query_with_1000_steps 131.7Mi ± 1% 132.8Mi ± 2% ~ (p=0.292 n=6) Query/rate(a_1[1m]),_range_query_with_10000_steps 67.65Mi ± 1% 68.72Mi ± 1% +1.58% (p=0.004 n=6) Query/rate(a_100[1m]),_range_query_with_10000_steps 103.6Mi ± 1% 112.3Mi ± 4% +8.41% (p=0.002 n=6) Query/rate(a_2000[1m]),_range_query_with_10000_steps 543.8Mi ± 5% 421.5Mi ± 3% -22.49% (p=0.002 n=6) Query/rate(a_1[1d]),_instant_query 67.98Mi ± 1% 73.12Mi ± 2% +7.56% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_100_steps 67.20Mi ± 0% 71.86Mi ± 3% +6.94% (p=0.002 n=6) Query/rate(a_1[1d]),_range_query_with_1000_steps 65.39Mi ± 1% 64.44Mi ± 2% ~ (p=0.258 n=6) Query/rate(a_100[1d]),_instant_query 70.02Mi ± 2% 70.53Mi ± 4% ~ (p=0.329 n=6) Query/rate(a_100[1d]),_range_query_with_100_steps 68.98Mi ± 4% 68.83Mi ± 3% ~ (p=0.589 n=6) Query/rate(a_100[1d]),_range_query_with_1000_steps 63.19Mi ± 2% 65.43Mi ± 5% ~ (p=0.240 n=6) Query/rate(a_2000[1d]),_instant_query 78.38Mi ± 1% 76.97Mi ± 1% -1.80% (p=0.004 n=6) Query/rate(a_2000[1d]),_range_query_with_100_steps 78.30Mi ± 4% 78.70Mi ± 2% ~ (p=0.331 n=6) Query/rate(a_2000[1d]),_range_query_with_1000_steps 111.8Mi ± 4% 110.5Mi ± 4% ~ (p=0.937 n=6) Query/a_1_-_b_1,_instant_query 72.75Mi ± 1% 72.88Mi ± 1% ~ (p=0.290 n=6) Query/a_1_-_b_1,_range_query_with_100_steps 71.61Mi ± 1% 71.97Mi ± 1% ~ (p=0.420 n=6) Query/a_1_-_b_1,_range_query_with_1000_steps 68.48Mi ± 1% 70.09Mi ± 1% +2.35% (p=0.002 n=6) Query/a_100_-_b_100,_instant_query 66.76Mi ± 1% 65.92Mi ± 1% -1.25% (p=0.011 n=6) Query/a_100_-_b_100,_range_query_with_100_steps 67.09Mi ± 1% 66.21Mi ± 1% -1.30% (p=0.002 n=6) Query/a_100_-_b_100,_range_query_with_1000_steps 73.14Mi ± 3% 68.69Mi ± 1% -6.09% (p=0.002 n=6) Query/a_2000_-_b_2000,_instant_query 69.03Mi ± 1% 68.98Mi ± 1% ~ (p=0.699 n=6) Query/a_2000_-_b_2000,_range_query_with_100_steps 89.50Mi ± 3% 78.59Mi ± 2% -12.19% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_1000_steps 213.2Mi ± 0% 139.4Mi ± 1% -34.62% (p=0.002 n=6) Query/a_1_-_b_1,_range_query_with_10000_steps 68.86Mi ± 1% 70.09Mi ± 1% +1.78% (p=0.004 n=6) Query/a_100_-_b_100,_range_query_with_10000_steps 158.6Mi ± 5% 113.7Mi ± 3% -28.34% (p=0.002 n=6) Query/a_2000_-_b_2000,_range_query_with_10000_steps 1600.8Mi ± 11% 458.4Mi ± 1% -71.36% (p=0.002 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_instant_query 67.02Mi ± 1% 66.34Mi ± 1% ~ (p=0.065 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps 66.80Mi ± 1% 67.16Mi ± 1% ~ (p=0.065 n=6) Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps 70.56Mi ± 1% 71.12Mi ± 1% ~ (p=0.193 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_instant_query 68.22Mi ± 3% 141.39Mi ± 3% +107.26% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps 81.85Mi ± 1% 113.49Mi ± 37% +38.66% (p=0.002 n=6) Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps 189.6Mi ± 6% 177.4Mi ± 6% -6.46% (p=0.041 n=6) Query/sum(a_1),_instant_query 72.89Mi ± 1% 72.74Mi ± 1% ~ (p=0.331 n=6) Query/sum(a_1),_range_query_with_100_steps 72.87Mi ± 1% 73.45Mi ± 1% ~ (p=0.126 n=6) Query/sum(a_1),_range_query_with_1000_steps 71.77Mi ± 2% 79.17Mi ± 2% +10.31% (p=0.002 n=6) Query/sum(a_100),_instant_query 66.07Mi ± 1% 65.70Mi ± 1% ~ (p=0.132 n=6) Query/sum(a_100),_range_query_with_100_steps 66.69Mi ± 1% 65.60Mi ± 1% -1.63% (p=0.002 n=6) Query/sum(a_100),_range_query_with_1000_steps 68.49Mi ± 1% 65.65Mi ± 1% -4.15% (p=0.002 n=6) Query/sum(a_2000),_instant_query 68.56Mi ± 1% 67.64Mi ± 1% -1.34% (p=0.009 n=6) Query/sum(a_2000),_range_query_with_100_steps 75.28Mi ± 2% 66.77Mi ± 1% -11.31% (p=0.002 n=6) Query/sum(a_2000),_range_query_with_1000_steps 133.92Mi ± 1% 70.73Mi ± 2% -47.19% (p=0.002 n=6) Query/sum_by_(l)(h_1),_instant_query 70.35Mi ± 2% 69.88Mi ± 1% ~ (p=0.061 n=6) Query/sum_by_(l)(h_1),_range_query_with_100_steps 70.41Mi ± 2% 69.94Mi ± 2% ~ (p=0.485 n=6) Query/sum_by_(l)(h_1),_range_query_with_1000_steps 67.91Mi ± 2% 69.67Mi ± 1% +2.59% (p=0.002 n=6) Query/sum_by_(l)(h_100),_instant_query 66.62Mi ± 3% 66.23Mi ± 1% -0.57% (p=0.041 n=6) Query/sum_by_(l)(h_100),_range_query_with_100_steps 69.16Mi ± 1% 68.66Mi ± 1% ~ (p=0.132 n=6) Query/sum_by_(l)(h_100),_range_query_with_1000_steps 88.68Mi ± 2% 76.27Mi ± 1% -13.99% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_instant_query 72.65Mi ± 2% 70.82Mi ± 2% -2.52% (p=0.009 n=6) Query/sum_by_(l)(h_2000),_range_query_with_100_steps 119.36Mi ± 1% 82.17Mi ± 2% -31.16% (p=0.002 n=6) Query/sum_by_(l)(h_2000),_range_query_with_1000_steps 464.1Mi ± 0% 150.4Mi ± 3% -67.60% (p=0.002 n=6) Query/sum_by_(le)(h_1),_instant_query 70.67Mi ± 1% 70.34Mi ± 1% ~ (p=0.071 n=6) Query/sum_by_(le)(h_1),_range_query_with_100_steps 70.23Mi ± 1% 74.91Mi ± 2% +6.66% (p=0.002 n=6) Query/sum_by_(le)(h_1),_range_query_with_1000_steps 68.41Mi ± 1% 86.61Mi ± 1% +26.61% (p=0.002 n=6) Query/sum_by_(le)(h_100),_instant_query 67.10Mi ± 1% 66.30Mi ± 1% -1.20% (p=0.030 n=6) Query/sum_by_(le)(h_100),_range_query_with_100_steps 69.29Mi ± 1% 66.02Mi ± 1% -4.72% (p=0.002 n=6) Query/sum_by_(le)(h_100),_range_query_with_1000_steps 87.10Mi ± 2% 69.05Mi ± 1% -20.73% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_instant_query 72.02Mi ± 2% 71.38Mi ± 3% ~ (p=0.093 n=6) Query/sum_by_(le)(h_2000),_range_query_with_100_steps 113.55Mi ± 1% 69.91Mi ± 1% -38.43% (p=0.002 n=6) Query/sum_by_(le)(h_2000),_range_query_with_1000_steps 431.33Mi ± 0% 73.33Mi ± 1% -83.00% (p=0.002 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query 72.02Mi ± 1% 72.16Mi ± 1% ~ (p=0.589 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps 71.26Mi ± 1% 71.87Mi ± 1% +0.86% (p=0.015 n=6) Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps 67.88Mi ± 1% 70.08Mi ± 1% +3.23% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query 66.96Mi ± 1% 65.84Mi ± 1% -1.68% (p=0.002 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps 67.11Mi ± 1% 66.54Mi ± 1% ~ (p=0.093 n=6) Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps 72.39Mi ± 3% 67.70Mi ± 2% -6.49% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query 69.16Mi ± 2% 69.09Mi ± 2% ~ (p=0.563 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps 86.86Mi ± 4% 78.24Mi ± 2% -9.92% (p=0.002 n=6) Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps 211.6Mi ± 0% 140.8Mi ± 3% -33.47% (p=0.002 n=6) Query/sum(a_1_+_b_1),_instant_query 72.75Mi ± 1% 72.20Mi ± 1% ~ (p=0.065 n=6) Query/sum(a_1_+_b_1),_range_query_with_100_steps 71.85Mi ± 1% 72.59Mi ± 1% +1.03% (p=0.002 n=6) Query/sum(a_1_+_b_1),_range_query_with_1000_steps 68.41Mi ± 1% 75.12Mi ± 1% +9.80% (p=0.002 n=6) Query/sum(a_100_+_b_100),_instant_query 66.73Mi ± 1% 66.24Mi ± 1% ~ (p=0.065 n=6) Query/sum(a_100_+_b_100),_range_query_with_100_steps 66.50Mi ± 1% 65.92Mi ± 1% -0.87% (p=0.041 n=6) Query/sum(a_100_+_b_100),_range_query_with_1000_steps 73.99Mi ± 1% 65.73Mi ± 2% -11.16% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_instant_query 69.02Mi ± 1% 68.65Mi ± 3% ~ (p=0.589 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_100_steps 89.06Mi ± 2% 68.27Mi ± 2% -23.35% (p=0.002 n=6) Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps 213.24Mi ± 0% 77.19Mi ± 1% -63.80% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_instant_query 70.17Mi ± 1% 69.88Mi ± 1% ~ (p=0.699 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps 69.22Mi ± 2% 74.95Mi ± 1% +8.27% (p=0.002 n=6) Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps 67.19Mi ± 1% 87.00Mi ± 2% +29.49% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_instant_query 66.81Mi ± 1% 66.08Mi ± 1% -1.10% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps 68.78Mi ± 2% 66.34Mi ± 1% -3.56% (p=0.002 n=6) Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps 84.90Mi ± 3% 68.48Mi ± 2% -19.33% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_instant_query 70.59Mi ± 3% 70.88Mi ± 2% ~ (p=0.589 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps 113.20Mi ± 2% 69.80Mi ± 1% -38.33% (p=0.002 n=6) Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps 270.64Mi ± 3% 71.90Mi ± 2% -73.43% (p=0.002 n=6) geomean 85.81Mi 78.13Mi -8.95%
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Merge branch 'main' into charleskorn/binary-operators
# Conflicts: # pkg/streamingpromql/engine_test.go # pkg/streamingpromql/query.go
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Commits on May 14, 2024
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Use string of group labels as map key when constructing output series
This solves the issue of hash conflicts, and it doesn't introduce a significant performance or memory utilisation penalty.
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