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Improve performance of OTLP ingestion (#5531)
* Add benchmark for OTLPHandler. * Preallocate `l` in `createAttributes` goos: darwin goarch: arm64 pkg: github.com/grafana/mimir/pkg/util/push │ before.txt │ step-1-with-preallocation.txt │ │ sec/op │ sec/op vs base │ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10 0.0000001000n ± 0% 0.0000001000n ± 200% ~ (p=0.455 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 2.519m ± 0% 2.512m ± 3% ~ (p=0.485 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 4.092m ± 0% 4.112m ± 4% ~ (p=0.394 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 5.525m ± 4% 5.507m ± 1% ~ (p=0.310 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 14.52m ± 1% 13.77m ± 2% -5.12% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 15.68m ± 1% 15.05m ± 1% -4.04% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 17.13m ± 1% 16.48m ± 1% -3.76% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 15.10m ± 1% 15.10m ± 3% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 20.44m ± 0% 19.99m ± 3% -2.18% (p=0.026 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 23.63m ± 2% 22.49m ± 5% -4.83% (p=0.026 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 79.65m ± 1% 70.72m ± 1% -11.21% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 84.43m ± 1% 77.24m ± 0% -8.52% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 87.73m ± 1% 80.58m ± 1% -8.15% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 17.48m ± 1% 17.45m ± 1% ~ (p=0.394 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 23.99m ± 1% 24.22m ± 4% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 28.52m ± 2% 29.26m ± 1% +2.60% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 92.86m ± 2% 85.33m ± 1% -8.11% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 98.12m ± 1% 91.34m ± 2% -6.91% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 101.94m ± 1% 96.42m ± 6% -5.42% (p=0.041 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 33.13µ ± 4% 34.50µ ± 5% ~ (p=0.132 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 29.29µ ± 10% 33.99µ ± 25% ~ (p=0.065 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 28.85µ ± 4% 31.08µ ± 8% +7.72% (p=0.041 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 29.03µ ± 8% 30.63µ ± 6% +5.51% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 28.28µ ± 5% 30.64µ ± 7% +8.38% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 28.21µ ± 4% 30.07µ ± 12% +6.59% (p=0.026 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 2.537m ± 1% 2.557m ± 1% +0.81% (p=0.015 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 4.118m ± 0% 4.168m ± 2% ~ (p=0.310 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 5.532m ± 1% 5.617m ± 4% ~ (p=0.240 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 14.41m ± 0% 13.96m ± 0% -3.08% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 15.63m ± 1% 15.24m ± 1% -2.53% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 17.26m ± 1% 16.56m ± 1% -4.08% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 15.26m ± 1% 15.39m ± 5% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 20.41m ± 2% 20.02m ± 0% -1.91% (p=0.004 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 23.73m ± 1% 23.31m ± 2% -1.75% (p=0.009 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 80.37m ± 1% 73.02m ± 1% -9.15% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 85.73m ± 0% 78.38m ± 1% -8.57% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 89.59m ± 1% 81.55m ± 1% -8.97% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 17.55m ± 3% 17.63m ± 0% ~ (p=0.589 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 24.40m ± 1% 24.30m ± 2% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 27.71m ± 4% 29.08m ± 1% +4.96% (p=0.004 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 92.13m ± 4% 85.57m ± 2% -7.11% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 98.50m ± 7% 91.47m ± 1% -7.13% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 102.27m ± 1% 95.64m ± 1% -6.48% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 67.23µ ± 3% 64.06µ ± 3% -4.71% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 67.45µ ± 2% 64.10µ ± 2% -4.97% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 68.66µ ± 3% 66.42µ ± 10% ~ (p=0.240 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 67.82µ ± 1% 64.26µ ± 8% ~ (p=0.065 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 67.63µ ± 1% 63.99µ ± 1% -5.39% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 67.56µ ± 2% 63.63µ ± 1% -5.83% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 2.611m ± 2% 2.649m ± 9% ~ (p=0.485 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 4.182m ± 2% 4.290m ± 3% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 5.613m ± 1% 5.634m ± 3% ~ (p=0.240 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 14.60m ± 1% 14.13m ± 2% -3.21% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 15.76m ± 2% 15.38m ± 1% -2.39% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 17.24m ± 1% 16.84m ± 2% -2.34% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 15.61m ± 1% 15.60m ± 3% ~ (p=1.000 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 20.92m ± 2% 20.60m ± 1% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 24.08m ± 3% 24.06m ± 2% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 80.44m ± 1% 73.95m ± 2% -8.06% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 86.49m ± 1% 78.13m ± 1% -9.67% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 89.72m ± 1% 82.03m ± 1% -8.56% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 18.27m ± 2% 18.19m ± 1% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 24.68m ± 1% 24.66m ± 2% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 29.16m ± 2% 29.09m ± 1% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 93.64m ± 2% 86.52m ± 3% -7.60% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 99.13m ± 1% 92.54m ± 3% -6.65% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 102.38m ± 3% 97.91m ± 3% -4.36% (p=0.002 n=6) geomean 4.867m 4.754m -2.34% │ before.txt │ step-1-with-preallocation.txt │ │ B/op │ B/op vs base │ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10 0.000 ± 0% 0.000 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 4.328Mi ± 0% 4.329Mi ± 0% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 8.781Mi ± 0% 8.779Mi ± 0% ~ (p=0.310 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 14.32Mi ± 0% 14.32Mi ± 0% ~ (p=0.310 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 23.14Mi ± 0% 21.63Mi ± 0% -6.55% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 26.97Mi ± 0% 25.45Mi ± 0% -5.63% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 33.96Mi ± 0% 32.44Mi ± 0% -4.47% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 21.82Mi ± 0% 21.82Mi ± 0% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 28.42Mi ± 0% 28.42Mi ± 0% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 34.30Mi ± 0% 34.30Mi ± 0% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 100.97Mi ± 0% 87.31Mi ± 0% -13.53% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 107.07Mi ± 0% 93.42Mi ± 0% -12.75% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 113.62Mi ± 0% 99.96Mi ± 0% -12.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 25.88Mi ± 0% 25.88Mi ± 0% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 37.54Mi ± 0% 37.54Mi ± 0% ~ (p=0.065 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 48.78Mi ± 0% 48.78Mi ± 0% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 123.4Mi ± 0% 108.2Mi ± 0% -12.30% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 133.2Mi ± 0% 118.1Mi ± 0% -11.38% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 144.0Mi ± 0% 128.8Mi ± 0% -10.53% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 310.0Ki ± 0% 310.0Ki ± 0% ~ (p=0.165 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 309.9Ki ± 0% 310.0Ki ± 0% ~ (p=0.258 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 309.9Ki ± 0% 310.0Ki ± 0% +0.01% (p=0.009 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 309.9Ki ± 0% 310.0Ki ± 0% +0.00% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 309.9Ki ± 0% 310.0Ki ± 0% +0.01% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 309.9Ki ± 0% 310.0Ki ± 0% +0.01% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 4.333Mi ± 0% 4.331Mi ± 0% ~ (p=0.240 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 8.785Mi ± 0% 8.785Mi ± 0% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 14.32Mi ± 0% 14.32Mi ± 0% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 23.15Mi ± 0% 21.63Mi ± 0% -6.56% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 26.97Mi ± 0% 25.45Mi ± 0% -5.63% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 33.96Mi ± 0% 32.45Mi ± 0% -4.46% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 21.82Mi ± 0% 21.82Mi ± 0% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 28.43Mi ± 0% 28.42Mi ± 0% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 34.31Mi ± 0% 34.31Mi ± 0% ~ (p=1.000 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 100.96Mi ± 0% 87.31Mi ± 0% -13.52% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 107.09Mi ± 0% 93.42Mi ± 0% -12.77% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 113.63Mi ± 0% 99.97Mi ± 0% -12.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 25.89Mi ± 0% 25.89Mi ± 0% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 37.54Mi ± 0% 37.54Mi ± 0% ~ (p=0.818 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 48.79Mi ± 0% 48.78Mi ± 0% ~ (p=0.132 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 123.4Mi ± 0% 108.3Mi ± 0% -12.29% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 133.3Mi ± 0% 118.1Mi ± 0% -11.39% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 144.0Mi ± 0% 128.9Mi ± 0% -10.54% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 343.3Ki ± 0% 338.6Ki ± 0% -1.36% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 343.3Ki ± 0% 338.6Ki ± 0% -1.36% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 343.3Ki ± 0% 338.6Ki ± 0% -1.36% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 343.3Ki ± 0% 338.6Ki ± 0% -1.36% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 343.3Ki ± 0% 338.6Ki ± 0% -1.36% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 343.3Ki ± 0% 338.6Ki ± 0% -1.36% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 4.361Mi ± 0% 4.359Mi ± 0% -0.06% (p=0.004 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 8.816Mi ± 0% 8.810Mi ± 0% -0.07% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 14.35Mi ± 0% 14.35Mi ± 0% -0.03% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 23.18Mi ± 0% 21.65Mi ± 0% -6.57% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 27.00Mi ± 0% 25.48Mi ± 0% -5.63% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 33.99Mi ± 0% 32.47Mi ± 0% -4.48% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 21.85Mi ± 0% 21.84Mi ± 0% -0.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 28.45Mi ± 0% 28.45Mi ± 0% -0.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 34.34Mi ± 0% 34.33Mi ± 0% -0.01% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 100.99Mi ± 0% 87.33Mi ± 0% -13.53% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 107.11Mi ± 0% 93.44Mi ± 0% -12.76% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 113.66Mi ± 0% 99.99Mi ± 0% -12.03% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 25.92Mi ± 0% 25.91Mi ± 0% -0.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 37.57Mi ± 0% 37.57Mi ± 0% -0.01% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 48.81Mi ± 0% 48.81Mi ± 0% -0.01% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 123.4Mi ± 0% 108.3Mi ± 0% -12.29% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 133.3Mi ± 0% 118.1Mi ± 0% -11.39% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 144.0Mi ± 0% 128.9Mi ± 0% -10.53% (p=0.002 n=6) geomean ² -4.26% ² ¹ all samples are equal ² summaries must be >0 to compute geomean │ before.txt │ step-1-with-preallocation.txt │ │ allocs/op │ allocs/op vs base │ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10 0.000 ± 0% 0.000 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 55.16k ± 0% 55.16k ± 0% ~ (p=0.141 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 73.17k ± 0% 73.18k ± 0% +0.00% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 85.18k ± 0% 85.18k ± 0% ~ (p=0.455 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 193.7k ± 0% 192.4k ± 0% -0.65% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 211.7k ± 0% 210.4k ± 0% -0.60% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 223.7k ± 0% 222.4k ± 0% -0.56% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 202.4k ± 0% 202.4k ± 0% ~ (p=0.595 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 256.4k ± 0% 256.4k ± 0% ~ (p=0.643 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 299.4k ± 0% 299.4k ± 0% ~ (p=0.156 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 463.2k ± 0% 451.8k ± 0% -2.45% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 517.2k ± 0% 505.8k ± 0% -2.19% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 560.2k ± 0% 548.8k ± 0% -2.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 257.4k ± 0% 257.4k ± 0% ~ (p=1.000 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 329.4k ± 0% 329.4k ± 0% ~ (p=0.656 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 384.4k ± 0% 384.4k ± 0% ~ (p=0.799 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 656.7k ± 0% 644.1k ± 0% -1.92% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 728.7k ± 0% 716.1k ± 0% -1.73% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 783.7k ± 0% 771.1k ± 0% -1.61% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 79.00 ± 0% 79.00 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 79.00 ± 0% 79.00 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 79.00 ± 0% 79.00 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 79.00 ± 0% 79.00 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 79.00 ± 0% 79.00 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 79.00 ± 0% 79.00 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 55.20k ± 0% 55.20k ± 0% ~ (p=1.000 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 73.22k ± 0% 73.22k ± 0% +0.00% (p=0.032 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 85.23k ± 0% 85.23k ± 0% ~ (p=0.273 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 193.7k ± 0% 192.4k ± 0% -0.65% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 211.7k ± 0% 210.4k ± 0% -0.59% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 223.7k ± 0% 222.4k ± 0% -0.56% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 202.4k ± 0% 202.4k ± 0% ~ (p=0.563 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 256.4k ± 0% 256.4k ± 0% ~ (p=1.000 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 299.4k ± 0% 299.4k ± 0% ~ (p=0.913 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 463.2k ± 0% 451.9k ± 0% -2.45% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 517.2k ± 0% 505.9k ± 0% -2.20% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 560.2k ± 0% 548.9k ± 0% -2.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 257.5k ± 0% 257.5k ± 0% -0.00% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 329.5k ± 0% 329.5k ± 0% ~ (p=0.788 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 384.5k ± 0% 384.5k ± 0% ~ (p=0.407 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 656.7k ± 0% 644.1k ± 0% -1.92% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 728.7k ± 0% 716.1k ± 0% -1.73% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 783.7k ± 0% 771.1k ± 0% -1.61% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 274.0 ± 0% 271.0 ± 0% -1.09% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 274.0 ± 0% 271.0 ± 0% -1.09% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 274.0 ± 0% 271.0 ± 0% -1.09% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 274.0 ± 0% 271.0 ± 0% -1.09% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 274.0 ± 0% 271.0 ± 0% -1.09% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 274.0 ± 0% 271.0 ± 0% -1.09% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 55.39k ± 0% 55.39k ± 0% -0.00% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 73.42k ± 0% 73.42k ± 0% -0.00% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 85.43k ± 0% 85.42k ± 0% -0.00% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 193.9k ± 0% 192.6k ± 0% -0.65% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 211.9k ± 0% 210.6k ± 0% -0.60% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 223.9k ± 0% 222.6k ± 0% -0.56% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 202.6k ± 0% 202.6k ± 0% -0.00% (p=0.032 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 256.6k ± 0% 256.6k ± 0% -0.00% (p=0.015 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 299.6k ± 0% 299.6k ± 0% ~ (p=0.195 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 463.4k ± 0% 452.1k ± 0% -2.45% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 517.4k ± 0% 506.0k ± 0% -2.19% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 560.4k ± 0% 549.1k ± 0% -2.03% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 257.7k ± 0% 257.7k ± 0% ~ (p=0.061 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 329.7k ± 0% 329.7k ± 0% ~ (p=0.080 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 384.7k ± 0% 384.7k ± 0% ~ (p=0.390 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 656.9k ± 0% 644.3k ± 0% -1.92% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 728.9k ± 0% 716.3k ± 0% -1.73% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 783.9k ± 0% 771.3k ± 0% -1.61% (p=0.002 n=6) geomean ² -0.72% ² ¹ all samples are equal ² summaries must be >0 to compute geomean * Just use a simple map in `createAttributes` to save time and memory goos: darwin goarch: arm64 pkg: github.com/grafana/mimir/pkg/util/push │ step-1-with-preallocation.txt │ step-2-simple-map.txt │ │ sec/op │ sec/op vs base │ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10 0.0000001000n ± 200% 0.0000001000n ± ∞ ¹ ~ (p=0.167 n=6+3) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 2.512m ± 3% 2.507m ± 2% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 4.112m ± 4% 4.054m ± 1% -1.42% (p=0.015 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 5.507m ± 1% 5.438m ± 0% -1.26% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 13.77m ± 2% 13.17m ± 0% -4.40% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 15.05m ± 1% 14.59m ± 1% -3.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 16.48m ± 1% 15.88m ± 0% -3.67% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 15.10m ± 3% 14.65m ± 1% -3.02% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 19.99m ± 3% 19.93m ± 0% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 22.49m ± 5% 23.06m ± 1% ~ (p=0.394 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 70.72m ± 1% 68.00m ± 4% -3.85% (p=0.009 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 77.24m ± 0% 73.66m ± 1% -4.63% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 80.58m ± 1% 76.98m ± 1% -4.47% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 17.45m ± 1% 17.33m ± 1% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 24.22m ± 4% 23.86m ± 0% ~ (p=0.394 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 29.26m ± 1% 28.20m ± 0% -3.62% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 85.33m ± 1% 80.16m ± 1% -6.05% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 91.34m ± 2% 87.50m ± 1% -4.21% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 96.42m ± 6% 92.90m ± 2% -3.64% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 34.50µ ± 5% 33.77µ ± 6% ~ (p=0.589 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 33.99µ ± 25% 31.34µ ± 7% ~ (p=0.240 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 31.08µ ± 8% 29.28µ ± 3% ~ (p=0.132 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 30.63µ ± 6% 30.06µ ± 11% ~ (p=0.485 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 30.64µ ± 7% 28.36µ ± 17% ~ (p=0.065 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 30.07µ ± 12% 29.62µ ± 14% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 2.557m ± 1% 2.523m ± 2% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 4.168m ± 2% 4.097m ± 1% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 5.617m ± 4% 5.594m ± 4% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 13.96m ± 0% 13.34m ± 2% -4.44% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 15.24m ± 1% 14.71m ± 1% -3.49% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 16.56m ± 1% 16.13m ± 1% -2.60% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 15.39m ± 5% 14.68m ± 1% -4.56% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 20.02m ± 0% 19.91m ± 3% ~ (p=0.485 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 23.31m ± 2% 23.08m ± 4% ~ (p=0.394 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 73.02m ± 1% 67.38m ± 2% -7.71% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 78.38m ± 1% 73.50m ± 1% -6.22% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 81.55m ± 1% 77.39m ± 2% -5.11% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 17.63m ± 0% 17.72m ± 1% ~ (p=0.132 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 24.30m ± 2% 23.98m ± 1% ~ (p=0.065 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 29.08m ± 1% 28.26m ± 1% -2.82% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 85.57m ± 2% 80.50m ± 1% -5.93% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 91.47m ± 1% 86.75m ± 1% -5.16% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 95.64m ± 1% 91.22m ± 0% -4.62% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 64.06µ ± 3% 63.17µ ± 0% -1.40% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 64.10µ ± 2% 63.05µ ± 1% -1.64% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 66.42µ ± 10% 62.95µ ± 3% -5.23% (p=0.026 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 64.26µ ± 8% 62.56µ ± 2% -2.65% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 63.99µ ± 1% 62.79µ ± 1% -1.87% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 63.63µ ± 1% 63.26µ ± 1% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 2.649m ± 9% 2.580m ± 1% -2.59% (p=0.015 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 4.290m ± 3% 4.180m ± 1% -2.55% (p=0.026 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 5.634m ± 3% 5.588m ± 1% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 14.13m ± 2% 13.46m ± 0% -4.72% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 15.38m ± 1% 14.83m ± 1% -3.54% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 16.84m ± 2% 16.34m ± 2% -2.98% (p=0.004 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 15.60m ± 3% 15.53m ± 2% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 20.60m ± 1% 20.52m ± 2% ~ (p=0.699 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 24.06m ± 2% 23.69m ± 4% ~ (p=0.065 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 73.95m ± 2% 69.01m ± 1% -6.68% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 78.13m ± 1% 74.41m ± 1% -4.76% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 82.03m ± 1% 78.49m ± 1% -4.32% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 18.19m ± 1% 18.00m ± 0% -1.00% (p=0.009 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 24.66m ± 2% 24.46m ± 1% -0.83% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 29.09m ± 1% 28.69m ± 2% -1.35% (p=0.041 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 86.52m ± 3% 82.72m ± 2% -4.40% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 92.54m ± 3% 87.77m ± 5% -5.15% (p=0.004 n=6) OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 97.91m ± 3% 93.26m ± 2% -4.76% (p=0.002 n=6) geomean 4.754m 4.612m -2.99% ¹ need >= 6 samples for confidence interval at level 0.95 │ step-1-with-preallocation.txt │ step-2-simple-map.txt │ │ B/op │ B/op vs base │ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10 0.000 ± 0% 0.000 ± 0% ~ (p=1.000 n=6) ¹ OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 4.329Mi ± 0% 4.328Mi ± 0% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 8.779Mi ± 0% 8.782Mi ± 0% ~ (p=0.065 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 14.32Mi ± 0% 14.32Mi ± 0% -0.00% (p=0.004 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 21.63Mi ± 0% 20.08Mi ± 0% -7.17% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 25.45Mi ± 0% 23.90Mi ± 0% -6.09% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 32.44Mi ± 0% 30.89Mi ± 0% -4.77% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 21.82Mi ± 0% 21.82Mi ± 0% ~ (p=0.589 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 28.42Mi ± 0% 28.42Mi ± 0% ~ (p=0.589 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 34.30Mi ± 0% 34.30Mi ± 0% ~ (p=0.310 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 87.31Mi ± 0% 73.16Mi ± 0% -16.21% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 93.42Mi ± 0% 79.27Mi ± 0% -15.15% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 99.96Mi ± 0% 85.82Mi ± 0% -14.15% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 25.88Mi ± 0% 25.88Mi ± 0% ~ (p=0.937 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 37.54Mi ± 0% 37.54Mi ± 0% -0.00% (p=0.026 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 48.78Mi ± 0% 48.78Mi ± 0% +0.00% (p=0.009 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 108.25Mi ± 0% 92.55Mi ± 0% -14.50% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 118.1Mi ± 0% 102.4Mi ± 0% -13.30% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 128.8Mi ± 0% 113.2Mi ± 0% -12.18% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 310.0Ki ± 0% 310.0Ki ± 0% ~ (p=0.056 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 310.0Ki ± 0% 310.0Ki ± 0% ~ (p=0.485 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 310.0Ki ± 0% 309.9Ki ± 0% -0.00% (p=0.009 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 310.0Ki ± 0% 310.0Ki ± 0% ~ (p=0.485 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 310.0Ki ± 0% 309.9Ki ± 0% ~ (p=0.058 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 310.0Ki ± 0% 309.9Ki ± 0% ~ (p=0.093 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10 4.331Mi ± 0% 4.331Mi ± 0% ~ (p=0.589 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10 8.785Mi ± 0% 8.783Mi ± 0% -0.02% (p=0.041 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10 14.32Mi ± 0% 14.32Mi ± 0% ~ (p=1.000 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10 21.63Mi ± 0% 20.08Mi ± 0% -7.17% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10 25.45Mi ± 0% 23.91Mi ± 0% -6.08% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10 32.45Mi ± 0% 30.90Mi ± 0% -4.78% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10 21.82Mi ± 0% 21.82Mi ± 0% ~ (p=0.589 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10 28.42Mi ± 0% 28.42Mi ± 0% ~ (p=0.485 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10 34.31Mi ± 0% 34.31Mi ± 0% ~ (p=0.180 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10 87.31Mi ± 0% 73.16Mi ± 0% -16.21% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10 93.42Mi ± 0% 79.28Mi ± 0% -15.14% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10 99.97Mi ± 0% 85.82Mi ± 0% -14.15% (p=0.002 n=6) OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_…
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