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Improve performance of OTLP ingestion #5531

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merged 10 commits into from
Jul 20, 2023
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charleskorn
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@charleskorn charleskorn commented Jul 18, 2023

What this PR does

This PR improves the performance (both latency and memory consumption) of ingesting OTLP payloads.

In particular, it improves the performance when ingesting payloads with large numbers of histograms, summaries or series with many labels. Some test cases see latency reduced by over 60% and memory consumption reduced by over 50%.

Benchmark results
goos: darwin
goarch: arm64
pkg: github.com/grafana/mimir/pkg/util/push
                                                                                                                                           │     before.txt      │            step-4-grow-signature.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 ±   ∞ ¹        ~ (p=1.000 n=6+5) ²
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10                2.519m ±  0%          2.408m ±  0%     -4.42% (p=0.002 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%          3.944m ±  1%     -3.61% (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               5.525m ±  4%          5.280m ±  1%     -4.44% (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               14.52m ±  1%          12.97m ±  0%    -10.69% (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%          14.30m ±  0%     -8.83% (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%          15.70m ±  1%     -8.31% (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%          10.98m ±  2%    -27.29% (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                20.44m ±  0%          16.17m ±  1%    -20.88% (p=0.002 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%          19.80m ±  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:_0-10               79.65m ±  1%          30.81m ±  4%    -61.32% (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%          36.35m ±  1%    -56.95% (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%          39.98m ±  1%    -54.43% (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%          13.61m ±  1%    -22.15% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10             23.99m ±  1%          20.23m ±  1%    -15.69% (p=0.002 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%          24.95m ±  1%    -12.53% (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%          43.80m ±  1%    -52.83% (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%          49.85m ±  1%    -49.19% (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%          54.27m ±  1%    -46.76% (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                   33.13µ ±  4%          31.27µ ±  4%     -5.62% (p=0.026 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%          28.46µ ± 11%          ~ (p=0.310 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%          27.65µ ±  9%          ~ (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                  29.03µ ±  8%          27.75µ ±  9%     -4.43% (p=0.041 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%          28.55µ ±  7%          ~ (p=0.699 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%          28.51µ ±  6%          ~ (p=0.665 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%          2.447m ±  0%     -3.53% (p=0.002 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%          4.019m ±  0%     -2.40% (p=0.002 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%          5.415m ±  1%     -2.12% (p=0.002 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%          13.21m ±  1%     -8.34% (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%          14.63m ±  0%     -6.42% (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%          16.09m ±  0%     -6.78% (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                15.26m ±  1%          11.26m ±  3%    -26.21% (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                20.41m ±  2%          16.28m ±  1%    -20.24% (p=0.002 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%          19.89m ±  1%    -16.20% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10               80.37m ±  1%          31.10m ±  1%    -61.30% (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%          36.27m ±  1%    -57.69% (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%          39.87m ±  1%    -55.50% (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%          13.52m ±  1%    -22.98% (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             24.40m ±  1%          20.46m ±  0%    -16.15% (p=0.002 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%          25.06m ±  1%     -9.55% (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            92.13m ±  4%          44.05m ±  1%    -52.18% (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%          50.42m ±  0%    -48.82% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10          102.27m ±  1%          54.67m ±  1%    -46.54% (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                  67.23µ ±  3%          62.89µ ±  1%     -6.46% (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%          63.03µ ±  1%     -6.55% (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%          62.77µ ±  0%     -8.57% (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                 67.82µ ±  1%          62.94µ ±  0%     -7.19% (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                 67.63µ ±  1%          63.03µ ±  0%     -6.80% (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%          63.02µ ±  2%     -6.72% (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%          2.532m ±  0%     -3.05% (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               4.182m ±  2%          4.119m ±  1%     -1.50% (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              5.613m ±  1%          5.485m ±  0%     -2.28% (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              14.60m ±  1%          13.28m ±  0%     -9.05% (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%          14.73m ±  1%     -6.53% (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%          16.18m ±  0%     -6.17% (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%          11.45m ±  2%    -26.66% (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               20.92m ±  2%          16.48m ±  1%    -21.24% (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              24.08m ±  3%          20.09m ±  1%    -16.57% (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              80.44m ±  1%          31.27m ±  2%    -61.12% (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%          36.18m ±  2%    -58.16% (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%          40.02m ±  1%    -55.40% (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%          13.73m ±  2%    -24.85% (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            24.68m ±  1%          20.35m ±  1%    -17.52% (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           29.16m ±  2%          25.08m ±  0%    -13.98% (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           93.64m ±  2%          43.62m ±  1%    -53.42% (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%          50.48m ±  2%    -49.08% (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%          53.89m ±  1%    -47.36% (p=0.002 n=6)
geomean                                                                                                                                             4.867m                3.638m          -25.25%
¹ need >= 6 samples for confidence interval at level 0.95
² all samples are equal

                                                                                                                                           │   before.txt    │       step-4-grow-signature.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%     4.168Mi ± 0%   -3.70% (p=0.002 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%     8.618Mi ± 0%   -1.86% (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         14.32Mi ± 0%     14.16Mi ± 0%   -1.12% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10         23.14Mi ± 0%     19.60Mi ± 0%  -15.33% (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%     23.42Mi ± 0%  -13.16% (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%     30.41Mi ± 0%  -10.45% (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%     19.16Mi ± 0%  -12.17% (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          28.42Mi ± 0%     25.77Mi ± 0%   -9.34% (p=0.002 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%     31.65Mi ± 0%   -7.74% (p=0.002 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%     47.10Mi ± 0%  -53.35% (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%     53.21Mi ± 0%  -50.30% (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%     59.76Mi ± 0%  -47.41% (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%     23.07Mi ± 0%  -10.88% (p=0.002 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%     34.72Mi ± 0%   -7.50% (p=0.002 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%     45.97Mi ± 0%   -5.77% (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     123.43Mi ± 0%     66.01Mi ± 0%  -46.52% (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     133.24Mi ± 0%     75.84Mi ± 0%  -43.08% (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    144.01Mi ± 0%     86.61Mi ± 0%  -39.86% (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%     309.7Ki ± 0%   -0.11% (p=0.002 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%     309.6Ki ± 0%   -0.11% (p=0.002 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%     309.6Ki ± 0%   -0.11% (p=0.002 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%     309.6Ki ± 0%   -0.11% (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%     309.6Ki ± 0%   -0.11% (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%     309.6Ki ± 0%   -0.11% (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%     4.171Mi ± 0%   -3.74% (p=0.002 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%     8.620Mi ± 0%   -1.87% (p=0.002 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%     14.16Mi ± 0%   -1.12% (p=0.002 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%     19.60Mi ± 0%  -15.33% (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%     23.42Mi ± 0%  -13.15% (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%     30.42Mi ± 0%  -10.44% (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%     19.16Mi ± 0%  -12.17% (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          28.43Mi ± 0%     25.77Mi ± 0%   -9.34% (p=0.002 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%     31.65Mi ± 0%   -7.74% (p=0.002 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%     47.10Mi ± 0%  -53.35% (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%     53.22Mi ± 0%  -50.31% (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%     59.76Mi ± 0%  -47.41% (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%     23.07Mi ± 0%  -10.88% (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       37.54Mi ± 0%     34.73Mi ± 0%   -7.50% (p=0.002 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%     45.97Mi ± 0%   -5.77% (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     123.42Mi ± 0%     66.01Mi ± 0%  -46.52% (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     133.25Mi ± 0%     75.84Mi ± 0%  -43.09% (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    144.02Mi ± 0%     86.61Mi ± 0%  -39.86% (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%     333.2Ki ± 0%   -2.95% (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%     333.2Ki ± 0%   -2.95% (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%     333.2Ki ± 0%   -2.95% (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%     333.2Ki ± 0%   -2.95% (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%     333.2Ki ± 0%   -2.95% (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%     333.2Ki ± 0%   -2.95% (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%     4.191Mi ± 0%   -3.90% (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         8.816Mi ± 0%     8.639Mi ± 0%   -2.01% (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%     14.18Mi ± 0%   -1.19% (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%     19.62Mi ± 0%  -15.35% (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%     23.44Mi ± 0%  -13.17% (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%     30.44Mi ± 0%  -10.46% (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%     19.18Mi ± 0%  -12.20% (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%     25.79Mi ± 0%   -9.37% (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%     31.67Mi ± 0%   -7.76% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10       100.99Mi ± 0%     47.12Mi ± 0%  -53.34% (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%     53.23Mi ± 0%  -50.30% (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%     59.78Mi ± 0%  -47.40% (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%     23.09Mi ± 0%  -10.91% (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%     34.74Mi ± 0%   -7.52% (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%     45.99Mi ± 0%   -5.79% (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    123.45Mi ± 0%     66.03Mi ± 0%  -46.51% (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    133.29Mi ± 0%     75.86Mi ± 0%  -43.09% (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   144.05Mi ± 0%     86.63Mi ± 0%  -39.86% (p=0.002 n=6)
geomean                                                                                                                                                    ²                 -19.75%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                                                                           │  before.txt   │      step-4-grow-signature.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%     51.16k ± 0%   -7.25% (p=0.002 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%     69.17k ± 0%   -5.47% (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%     81.18k ± 0%   -4.70% (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        193.7k ± 0%     186.4k ± 0%   -3.75% (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%     204.4k ± 0%   -3.43% (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%     216.4k ± 0%   -3.25% (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%     144.4k ± 0%  -28.66% (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         256.4k ± 0%     198.4k ± 0%  -22.62% (p=0.002 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%     241.4k ± 0%  -19.37% (p=0.002 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%     221.5k ± 0%  -52.17% (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%     275.6k ± 0%  -46.72% (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%     318.6k ± 0%  -43.13% (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%     195.4k ± 0%  -24.09% (p=0.002 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%     267.4k ± 0%  -18.82% (p=0.002 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%     322.4k ± 0%  -16.13% (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     656.7k ± 0%     407.8k ± 0%  -37.90% (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%     479.8k ± 0%  -34.15% (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%     534.8k ± 0%  -31.76% (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%      74.00 ± 0%   -6.33% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10             79.00 ± 0%      74.00 ± 0%   -6.33% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10            79.00 ± 0%      74.00 ± 0%   -6.33% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10            79.00 ± 0%      74.00 ± 0%   -6.33% (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            79.00 ± 0%      74.00 ± 0%   -6.33% (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           79.00 ± 0%      74.00 ± 0%   -6.33% (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         55.20k ± 0%     51.20k ± 0%   -7.25% (p=0.002 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%     69.22k ± 0%   -5.47% (p=0.002 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%     81.22k ± 0%   -4.70% (p=0.002 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%     186.4k ± 0%   -3.75% (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%     204.4k ± 0%   -3.43% (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%     216.4k ± 0%   -3.25% (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%     144.4k ± 0%  -28.65% (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         256.4k ± 0%     198.4k ± 0%  -22.62% (p=0.002 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%     241.4k ± 0%  -19.37% (p=0.002 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%     221.6k ± 0%  -52.16% (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%     275.6k ± 0%  -46.72% (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%     318.6k ± 0%  -43.13% (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%     195.5k ± 0%  -24.08% (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%     267.5k ± 0%  -18.82% (p=0.002 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%     322.5k ± 0%  -16.13% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10     656.7k ± 0%     407.8k ± 0%  -37.90% (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%     479.8k ± 0%  -34.15% (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%     534.8k ± 0%  -31.76% (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%      263.0 ± 0%   -4.01% (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%      263.0 ± 0%   -4.01% (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%      263.0 ± 0%   -4.01% (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%      263.0 ± 0%   -4.01% (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%      263.0 ± 0%   -4.01% (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%      263.0 ± 0%   -4.01% (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%     51.38k ± 0%   -7.24% (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%     69.41k ± 0%   -5.47% (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%     81.41k ± 0%   -4.70% (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%     186.6k ± 0%   -3.75% (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%     204.6k ± 0%   -3.43% (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%     216.6k ± 0%   -3.25% (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%     144.6k ± 0%  -28.63% (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        256.6k ± 0%     198.6k ± 0%  -22.61% (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       299.6k ± 0%     241.6k ± 0%  -19.36% (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       463.4k ± 0%     221.8k ± 0%  -52.14% (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%     275.8k ± 0%  -46.70% (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%     318.8k ± 0%  -43.12% (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%     195.7k ± 0%  -24.07% (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     329.7k ± 0%     267.7k ± 0%  -18.81% (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    384.7k ± 0%     322.7k ± 0%  -16.12% (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    656.9k ± 0%     408.0k ± 0%  -37.89% (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%     480.0k ± 0%  -34.15% (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%     535.0k ± 0%  -31.75% (p=0.002 n=6)
geomean                                                                                                                                                  ²                -20.68%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                     │ step-4-grow-signature.txt │
                                                                                     │           ns/op           │
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10                 0.000 ± ∞ ¹
¹ need >= 6 samples for confidence interval at level 0.95

Until open-telemetry/opentelemetry-collector-contrib#24288 is merged, this PR uses my fork which contains the changes in the upstream PR.

Which issue(s) this PR fixes or relates to

(none)

Checklist

  • [n/a] Tests updated
  • [n/a] Documentation added
  • CHANGELOG.md updated - the order of entries should be [CHANGE], [FEATURE], [ENHANCEMENT], [BUGFIX]

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
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_series:_0-10                     25.89Mi ± 0%     25.89Mi ± 0%        ~ (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                     37.54Mi ± 0%     37.54Mi ± 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:_10-10                    48.78Mi ± 0%     48.78Mi ± 0%        ~ (p=0.699 n=6)
OTLPHandler/resource_attribute_count:_5/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:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                    118.1Mi ± 0%     102.4Mi ± 0%  -13.29% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10                   128.9Mi ± 0%     113.2Mi ± 0%  -12.18% (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                          338.6Ki ± 0%     335.1Ki ± 0%   -1.06% (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                          338.6Ki ± 0%     335.1Ki ± 0%   -1.06% (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                         338.6Ki ± 0%     335.1Ki ± 0%   -1.06% (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                         338.6Ki ± 0%     335.1Ki ± 0%   -1.06% (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                         338.6Ki ± 0%     335.1Ki ± 0%   -1.06% (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                        338.6Ki ± 0%     335.0Ki ± 0%   -1.06% (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                       4.359Mi ± 0%     4.355Mi ± 0%   -0.09% (p=0.026 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                       8.810Mi ± 0%     8.806Mi ± 0%   -0.05% (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%     14.34Mi ± 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                      21.65Mi ± 0%     20.10Mi ± 0%   -7.17% (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                      25.48Mi ± 0%     23.93Mi ± 0%   -6.09% (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                     32.47Mi ± 0%     30.92Mi ± 0%   -4.78% (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                       21.84Mi ± 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%     28.44Mi ± 0%   -0.01% (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                      34.33Mi ± 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                      87.33Mi ± 0%     73.19Mi ± 0%  -16.20% (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                      93.44Mi ± 0%     79.30Mi ± 0%  -15.13% (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                     99.99Mi ± 0%     85.85Mi ± 0%  -14.14% (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                    25.91Mi ± 0%     25.91Mi ± 0%   -0.01% (p=0.015 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%     37.56Mi ± 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%     48.80Mi ± 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                  108.27Mi ± 0%     92.57Mi ± 0%  -14.50% (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                   118.1Mi ± 0%     102.4Mi ± 0%  -13.30% (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                  128.9Mi ± 0%     113.2Mi ± 0%  -12.18% (p=0.002 n=6)
geomean                                                                                                                                                                  ²                  -4.94%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                                                                           │ step-1-with-preallocation.txt │        step-2-simple-map.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=1.000 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                         73.18k ± 0%     73.18k ± 0%       ~ (p=1.000 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=0.242 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                        192.4k ± 0%     192.4k ± 0%       ~ (p=0.100 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                        210.4k ± 0%     210.4k ± 0%       ~ (p=0.662 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10                       222.4k ± 0%     222.4k ± 0%       ~ (p=0.275 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=0.487 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=0.742 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=0.197 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                        451.8k ± 0%     451.8k ± 0%  -0.00% (p=0.011 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                        505.8k ± 0%     505.8k ± 0%       ~ (p=0.563 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                       548.8k ± 0%     548.8k ± 0%       ~ (p=0.457 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=0.422 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=0.556 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=0.848 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                     644.1k ± 0%     644.1k ± 0%       ~ (p=0.976 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                     716.1k ± 0%     716.1k ± 0%       ~ (p=0.240 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10                    771.1k ± 0%     771.1k ± 0%       ~ (p=0.589 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%       ~ (p=1.000 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=0.121 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                        192.4k ± 0%     192.4k ± 0%       ~ (p=0.288 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                        210.4k ± 0%     210.5k ± 0%       ~ (p=0.340 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10                       222.4k ± 0%     222.4k ± 0%       ~ (p=0.468 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=0.498 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=0.517 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=0.974 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                        451.9k ± 0%     451.9k ± 0%       ~ (p=0.677 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                        505.9k ± 0%     505.9k ± 0%  +0.00% (p=0.043 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                       548.9k ± 0%     548.9k ± 0%       ~ (p=0.132 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%       ~ (p=0.314 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=0.500 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=0.444 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                     644.1k ± 0%     644.1k ± 0%       ~ (p=0.669 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                     716.1k ± 0%     716.1k ± 0%       ~ (p=1.000 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10                    771.1k ± 0%     771.1k ± 0%       ~ (p=0.623 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10                            271.0 ± 0%      271.0 ± 0%       ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                            271.0 ± 0%      271.0 ± 0%       ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                           271.0 ± 0%      271.0 ± 0%       ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                           271.0 ± 0%      271.0 ± 0%       ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                           271.0 ± 0%      271.0 ± 0%       ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                          271.0 ± 0%      271.0 ± 0%       ~ (p=1.000 n=6) ¹
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%       ~ (p=1.000 n=6) ¹
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%       ~ (p=1.000 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                       85.42k ± 0%     85.42k ± 0%       ~ (p=0.636 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                       192.6k ± 0%     192.6k ± 0%       ~ (p=0.184 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                       210.6k ± 0%     210.6k ± 0%       ~ (p=0.697 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10                      222.6k ± 0%     222.6k ± 0%       ~ (p=0.297 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%       ~ (p=0.554 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%       ~ (p=0.978 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=0.364 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                       452.1k ± 0%     452.1k ± 0%       ~ (p=0.511 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                       506.0k ± 0%     506.1k ± 0%  +0.00% (p=0.013 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                      549.1k ± 0%     549.1k ± 0%       ~ (p=0.197 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=0.835 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=0.649 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=0.301 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                    644.3k ± 0%     644.3k ± 0%       ~ (p=0.699 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                    716.3k ± 0%     716.3k ± 0%       ~ (p=0.290 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10                   771.3k ± 0%     771.3k ± 0%       ~ (p=0.619 n=6)
geomean                                                                                                                                                                  ²                -0.00%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                     │ step-2-simple-map.txt │
                                                                                     │         ns/op         │
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10             0.000 ± ∞ ¹
¹ need >= 6 samples for confidence interval at level 0.95
…ated by a summary or histogram.

goos: darwin
goarch: arm64
pkg: github.com/grafana/mimir/pkg/util/push
                                                                                                                                           │ step-2-simple-map.txt │      step-3-reduced-createattributes.txt       │
                                                                                                                                           │        sec/op         │        sec/op          vs base                 │
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10                                                         0.0000001000n ±   ∞ ¹   0.0000001000n ±   ∞ ¹        ~ (p=1.250 n=3+5)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10                2.507m ±  2%            2.522m ±  0%          ~ (p=0.093 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                4.054m ±  1%            4.102m ±  2%     +1.18% (p=0.041 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10               5.438m ±  0%            5.541m ±  0%     +1.90% (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               13.17m ±  0%            13.47m ±  0%     +2.32% (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               14.59m ±  1%            14.78m ±  0%     +1.30% (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              15.88m ±  0%            16.20m ±  0%     +2.06% (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                14.65m ±  1%            11.91m ±  1%    -18.72% (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                19.93m ±  0%            17.11m ±  1%    -14.16% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10               23.06m ±  1%            20.54m ±  0%    -10.95% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10               68.00m ±  4%            32.50m ±  1%    -52.20% (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               73.66m ±  1%            37.97m ±  1%    -48.46% (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              76.98m ±  1%            42.03m ±  1%    -45.40% (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             17.33m ±  1%            14.50m ±  1%    -16.34% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10             23.86m ±  0%            21.28m ±  0%    -10.79% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10            28.20m ±  0%            25.80m ±  3%     -8.51% (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            80.16m ±  1%            45.60m ±  1%    -43.11% (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            87.50m ±  1%            51.93m ±  1%    -40.65% (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           92.90m ±  2%            56.17m ±  0%    -39.54% (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                   33.77µ ±  6%            31.62µ ± 13%          ~ (p=0.093 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                   31.34µ ±  7%            29.21µ ±  8%          ~ (p=0.132 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                  29.28µ ±  3%            27.99µ ±  4%     -4.42% (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                  30.06µ ± 11%            28.01µ ±  6%     -6.83% (p=0.015 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                  28.36µ ± 17%            27.89µ ±  6%          ~ (p=0.699 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                 29.62µ ± 14%            28.52µ ±  6%          ~ (p=0.180 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10                2.523m ±  2%            2.543m ±  1%          ~ (p=0.310 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                4.097m ±  1%            4.125m ±  0%     +0.67% (p=0.004 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10               5.594m ±  4%            5.551m ±  0%          ~ (p=0.394 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10               13.34m ±  2%            13.50m ±  0%          ~ (p=0.065 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10               14.71m ±  1%            14.86m ±  0%     +1.03% (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              16.13m ±  1%            16.30m ±  0%     +1.10% (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                14.68m ±  1%            11.98m ±  1%    -18.43% (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                19.91m ±  3%            17.09m ±  1%    -14.16% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10               23.08m ±  4%            20.58m ±  1%    -10.83% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10               67.38m ±  2%            32.61m ±  1%    -51.61% (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               73.50m ±  1%            37.96m ±  2%    -48.35% (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              77.39m ±  2%            41.82m ±  1%    -45.96% (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             17.72m ±  1%            14.34m ±  3%    -19.06% (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             23.98m ±  1%            21.29m ±  1%    -11.24% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10            28.26m ±  1%            25.82m ±  0%     -8.65% (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            80.50m ±  1%            45.60m ±  1%    -43.36% (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            86.75m ±  1%            51.72m ±  1%    -40.38% (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           91.22m ±  0%            56.11m ±  1%    -38.49% (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                  63.17µ ±  0%            63.27µ ±  1%          ~ (p=0.394 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                  63.05µ ±  1%            63.23µ ±  1%          ~ (p=0.485 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                 62.95µ ±  3%            63.27µ ±  1%          ~ (p=0.485 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                 62.56µ ±  2%            63.19µ ±  0%          ~ (p=0.180 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                 62.79µ ±  1%            63.05µ ±  1%          ~ (p=0.310 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                63.26µ ±  1%            63.00µ ±  0%     -0.42% (p=0.015 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10               2.580m ±  1%            2.613m ±  0%     +1.24% (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               4.180m ±  1%            4.212m ±  0%     +0.76% (p=0.041 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10              5.588m ±  1%            5.645m ±  5%     +1.03% (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              13.46m ±  0%            13.59m ±  0%     +0.96% (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              14.83m ±  1%            14.97m ±  0%     +0.95% (p=0.004 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10             16.34m ±  2%            16.46m ±  0%          ~ (p=0.240 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10               15.53m ±  2%            12.14m ±  2%    -21.83% (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               20.52m ±  2%            17.21m ±  1%    -16.14% (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              23.69m ±  4%            20.71m ±  1%    -12.58% (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              69.01m ±  1%            32.71m ±  1%    -52.60% (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              74.41m ±  1%            38.20m ±  1%    -48.67% (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             78.49m ±  1%            42.32m ±  5%    -46.09% (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            18.00m ±  0%            14.67m ±  2%    -18.51% (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            24.46m ±  1%            21.59m ±  0%    -11.73% (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           28.69m ±  2%            26.08m ±  1%     -9.10% (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           82.72m ±  2%            45.67m ±  1%    -44.79% (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           87.77m ±  5%            52.00m ±  0%    -40.76% (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          93.26m ±  2%            56.57m ±  1%    -39.34% (p=0.002 n=6)
geomean                                                                                                                                             4.612m                  3.762m          -18.43%
¹ need >= 6 samples for confidence interval at level 0.95

                                                                                                                                           │ step-2-simple-map.txt │  step-3-reduced-createattributes.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%     4.327Mi ± 0%        ~ (p=0.589 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                8.782Mi ± 0%     8.780Mi ± 0%        ~ (p=0.240 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=0.026 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10               20.08Mi ± 0%     20.08Mi ± 0%        ~ (p=0.818 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10               23.90Mi ± 0%     23.90Mi ± 0%        ~ (p=0.589 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10              30.89Mi ± 0%     30.89Mi ± 0%        ~ (p=0.180 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%     20.41Mi ± 0%   -6.44% (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                28.42Mi ± 0%     27.02Mi ± 0%   -4.94% (p=0.002 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%     32.90Mi ± 0%   -4.09% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10               73.16Mi ± 0%     51.36Mi ± 0%  -29.80% (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               79.27Mi ± 0%     57.47Mi ± 0%  -27.50% (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              85.82Mi ± 0%     64.02Mi ± 0%  -25.41% (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%     24.48Mi ± 0%   -5.42% (p=0.002 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%     36.13Mi ± 0%   -3.74% (p=0.002 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%     47.38Mi ± 0%   -2.88% (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            92.55Mi ± 0%     70.75Mi ± 0%  -23.56% (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           102.38Mi ± 0%     80.57Mi ± 0%  -21.30% (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          113.15Mi ± 0%     91.35Mi ± 0%  -19.27% (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=0.675 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%     309.9Ki ± 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                  309.9Ki ± 0%     309.9Ki ± 0%        ~ (p=0.123 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%     309.9Ki ± 0%   -0.00% (p=0.030 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%     309.9Ki ± 0%   -0.00% (p=0.024 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%     309.9Ki ± 0%        ~ (p=0.513 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%     4.333Mi ± 0%        ~ (p=0.310 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                8.783Mi ± 0%     8.783Mi ± 0%        ~ (p=0.937 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=0.394 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10               20.08Mi ± 0%     20.08Mi ± 0%        ~ (p=0.974 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10               23.91Mi ± 0%     23.91Mi ± 0%        ~ (p=0.065 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10              30.90Mi ± 0%     30.90Mi ± 0%        ~ (p=0.132 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%     20.42Mi ± 0%   -6.43% (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                28.42Mi ± 0%     27.02Mi ± 0%   -4.94% (p=0.002 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%     32.90Mi ± 0%   -4.09% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10               73.16Mi ± 0%     51.36Mi ± 0%  -29.80% (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               79.28Mi ± 0%     57.47Mi ± 0%  -27.51% (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              85.82Mi ± 0%     64.02Mi ± 0%  -25.40% (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%     24.48Mi ± 0%   -5.42% (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             37.54Mi ± 0%     36.14Mi ± 0%   -3.74% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10            48.78Mi ± 0%     47.38Mi ± 0%   -2.88% (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            92.55Mi ± 0%     70.75Mi ± 0%  -23.56% (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           102.38Mi ± 0%     80.58Mi ± 0%  -21.30% (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          113.15Mi ± 0%     91.35Mi ± 0%  -19.27% (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                  335.1Ki ± 0%     335.0Ki ± 0%   -0.00% (p=0.004 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                  335.1Ki ± 0%     335.0Ki ± 0%        ~ (p=0.320 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                 335.1Ki ± 0%     335.0Ki ± 0%   -0.00% (p=0.030 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                 335.1Ki ± 0%     335.0Ki ± 0%        ~ (p=0.093 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                 335.1Ki ± 0%     335.0Ki ± 0%        ~ (p=0.195 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                335.0Ki ± 0%     335.1Ki ± 0%        ~ (p=0.221 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10               4.355Mi ± 0%     4.350Mi ± 0%   -0.11% (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               8.806Mi ± 0%     8.806Mi ± 0%        ~ (p=1.000 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10              14.34Mi ± 0%     14.34Mi ± 0%   -0.00% (p=0.041 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10              20.10Mi ± 0%     20.10Mi ± 0%        ~ (p=0.485 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10              23.93Mi ± 0%     23.93Mi ± 0%        ~ (p=0.065 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10             30.92Mi ± 0%     30.92Mi ± 0%   -0.00% (p=0.026 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10               21.84Mi ± 0%     20.44Mi ± 0%   -6.43% (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               28.44Mi ± 0%     27.04Mi ± 0%   -4.93% (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              34.33Mi ± 0%     32.92Mi ± 0%   -4.09% (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              73.19Mi ± 0%     51.38Mi ± 0%  -29.79% (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              79.30Mi ± 0%     57.49Mi ± 0%  -27.50% (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             85.85Mi ± 0%     64.04Mi ± 0%  -25.40% (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            25.91Mi ± 0%     24.50Mi ± 0%   -5.42% (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            37.56Mi ± 0%     36.16Mi ± 0%   -3.74% (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           48.80Mi ± 0%     47.40Mi ± 0%   -2.88% (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           92.57Mi ± 0%     70.77Mi ± 0%  -23.55% (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          102.40Mi ± 0%     80.60Mi ± 0%  -21.29% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10         113.18Mi ± 0%     91.37Mi ± 0%  -19.27% (p=0.002 n=6)
geomean                                                                                                                                                          ²                  -8.46%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                                                                           │ step-2-simple-map.txt │ step-3-reduced-createattributes.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=1.000 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                 73.18k ± 0%     73.17k ± 0%   -0.00% (p=0.032 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%   +0.00% (p=0.015 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                192.4k ± 0%     192.4k ± 0%        ~ (p=0.853 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                210.4k ± 0%     210.4k ± 0%        ~ (p=0.483 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10               222.4k ± 0%     222.4k ± 0%        ~ (p=0.870 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%     171.4k ± 0%  -15.32% (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                 256.4k ± 0%     225.4k ± 0%  -12.09% (p=0.002 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%     268.4k ± 0%  -10.35% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                451.8k ± 0%     266.5k ± 0%  -41.01% (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                505.8k ± 0%     320.5k ± 0%  -36.63% (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               548.8k ± 0%     363.6k ± 0%  -33.76% (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%     226.4k ± 0%  -12.04% (p=0.002 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%     298.4k ± 0%   -9.41% (p=0.002 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%     353.4k ± 0%   -8.06% (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             644.1k ± 0%     458.8k ± 0%  -28.77% (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             716.1k ± 0%     530.8k ± 0%  -25.87% (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            771.1k ± 0%     585.8k ± 0%  -24.03% (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%        ~ (p=1.000 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=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                192.4k ± 0%     192.4k ± 0%        ~ (p=0.913 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                210.5k ± 0%     210.4k ± 0%        ~ (p=0.074 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10               222.4k ± 0%     222.4k ± 0%        ~ (p=0.437 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%     171.4k ± 0%  -15.31% (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                 256.4k ± 0%     225.4k ± 0%  -12.09% (p=0.002 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%     268.4k ± 0%  -10.35% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                451.9k ± 0%     266.6k ± 0%  -41.00% (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                505.9k ± 0%     320.6k ± 0%  -36.63% (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               548.9k ± 0%     363.6k ± 0%  -33.75% (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%     226.5k ± 0%  -12.04% (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%     298.5k ± 0%   -9.41% (p=0.002 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%     353.5k ± 0%   -8.06% (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             644.1k ± 0%     458.8k ± 0%  -28.76% (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             716.1k ± 0%     530.8k ± 0%  -25.87% (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            771.1k ± 0%     585.8k ± 0%  -24.03% (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                    271.0 ± 0%      271.0 ± 0%        ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                    271.0 ± 0%      271.0 ± 0%        ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                   271.0 ± 0%      271.0 ± 0%        ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                   271.0 ± 0%      271.0 ± 0%        ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                   271.0 ± 0%      271.0 ± 0%        ~ (p=1.000 n=6) ¹
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                  271.0 ± 0%      271.0 ± 0%        ~ (p=1.000 n=6) ¹
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%        ~ (p=0.455 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=0.011 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10               85.42k ± 0%     85.42k ± 0%   -0.00% (p=0.011 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10               192.6k ± 0%     192.6k ± 0%        ~ (p=0.864 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10               210.6k ± 0%     210.6k ± 0%        ~ (p=0.318 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_10-10              222.6k ± 0%     222.6k ± 0%   -0.00% (p=0.028 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%     171.6k ± 0%  -15.30% (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                256.6k ± 0%     225.6k ± 0%  -12.08% (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               299.6k ± 0%     268.6k ± 0%  -10.35% (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               452.1k ± 0%     266.8k ± 0%  -40.99% (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               506.1k ± 0%     320.8k ± 0%  -36.61% (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              549.1k ± 0%     363.8k ± 0%  -33.74% (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%     226.7k ± 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:_5-10             329.7k ± 0%     298.7k ± 0%   -9.40% (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            384.7k ± 0%     353.7k ± 0%   -8.06% (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            644.3k ± 0%     459.0k ± 0%  -28.76% (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            716.3k ± 0%     531.0k ± 0%  -25.86% (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           771.3k ± 0%     586.0k ± 0%  -24.02% (p=0.002 n=6)
geomean                                                                                                                                                          ²                -12.66%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                     │ step-2-simple-map.txt │ step-3-reduced-createattributes.txt │
                                                                                     │         ns/op         │     ns/op       vs base             │
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10             0.000 ± ∞ ¹      0.000 ± ∞ ¹  ~ (p=1.000 n=3+1) ²
¹ need >= 6 samples for confidence interval at level 0.95
² all samples are equal
…uffer for the signature.

goos: darwin
goarch: arm64
pkg: github.com/grafana/mimir/pkg/util/push
                                                                                                                                           │ step-3-reduced-createattributes.txt │          step-4-grow-signature.txt          │
                                                                                                                                           │               sec/op                │        sec/op          vs base              │
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10                                                                       0.0000001000n ±   ∞ ¹   0.0000001000n ±   ∞ ¹       ~ (p=1.000 n=5)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10                              2.522m ±  0%            2.408m ±  0%    -4.52% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                              4.102m ±  2%            3.944m ±  1%    -3.85% (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                             5.541m ±  0%            5.280m ±  1%    -4.72% (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                             13.47m ±  0%            12.97m ±  0%    -3.77% (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                             14.78m ±  0%            14.30m ±  0%    -3.29% (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                            16.20m ±  0%            15.70m ±  1%    -3.09% (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                              11.91m ±  1%            10.98m ±  2%    -7.78% (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                              17.11m ±  1%            16.17m ±  1%    -5.51% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                             20.54m ±  0%            19.80m ±  0%    -3.57% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                             32.50m ±  1%            30.81m ±  4%    -5.20% (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                             37.97m ±  1%            36.35m ±  1%    -4.25% (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                            42.03m ±  1%            39.98m ±  1%    -4.88% (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                           14.50m ±  1%            13.61m ±  1%    -6.12% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                           21.28m ±  0%            20.23m ±  1%    -4.96% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                          25.80m ±  3%            24.95m ±  1%    -3.32% (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                          45.60m ±  1%            43.80m ±  1%    -3.96% (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                          51.93m ±  1%            49.85m ±  1%    -4.00% (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                         56.17m ±  0%            54.27m ±  1%    -3.39% (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                                 31.62µ ± 13%            31.27µ ±  4%         ~ (p=0.180 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                                 29.21µ ±  8%            28.46µ ± 11%         ~ (p=0.589 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                                27.99µ ±  4%            27.65µ ±  9%         ~ (p=0.394 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                                28.01µ ±  6%            27.75µ ±  9%         ~ (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                                27.89µ ±  6%            28.55µ ±  7%         ~ (p=0.394 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                               28.52µ ±  6%            28.51µ ±  6%         ~ (p=0.667 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10                              2.543m ±  1%            2.447m ±  0%    -3.75% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                              4.125m ±  0%            4.019m ±  0%    -2.56% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                             5.551m ±  0%            5.415m ±  1%    -2.45% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                             13.50m ±  0%            13.21m ±  1%    -2.17% (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                             14.86m ±  0%            14.63m ±  0%    -1.54% (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                            16.30m ±  0%            16.09m ±  0%    -1.32% (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                              11.98m ±  1%            11.26m ±  3%    -5.96% (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                              17.09m ±  1%            16.28m ±  1%    -4.72% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                             20.58m ±  1%            19.89m ±  1%    -3.39% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                             32.61m ±  1%            31.10m ±  1%    -4.61% (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                             37.96m ±  2%            36.27m ±  1%    -4.46% (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                            41.82m ±  1%            39.87m ±  1%    -4.68% (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                           14.34m ±  3%            13.52m ±  1%    -5.76% (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                           21.29m ±  1%            20.46m ±  0%    -3.87% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                          25.82m ±  0%            25.06m ±  1%    -2.93% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                          45.60m ±  1%            44.05m ±  1%    -3.39% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_5-10                          51.72m ±  1%            50.42m ±  0%    -2.52% (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                         56.11m ±  1%            54.67m ±  1%    -2.58% (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                                63.27µ ±  1%            62.89µ ±  1%    -0.60% (p=0.026 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                                63.23µ ±  1%            63.03µ ±  1%         ~ (p=0.240 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                               63.27µ ±  1%            62.77µ ±  0%    -0.79% (p=0.009 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                               63.19µ ±  0%            62.94µ ±  0%    -0.38% (p=0.015 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_5-10                               63.05µ ±  1%            63.03µ ±  0%         ~ (p=0.818 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_10-10                              63.00µ ±  0%            63.02µ ±  2%         ~ (p=0.937 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_0-10                             2.613m ±  0%            2.532m ±  0%    -3.09% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                             4.212m ±  0%            4.119m ±  1%    -2.19% (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                            5.645m ±  5%            5.485m ±  0%    -2.85% (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                            13.59m ±  0%            13.28m ±  0%    -2.32% (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                            14.97m ±  0%            14.73m ±  1%    -1.66% (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                           16.46m ±  0%            16.18m ±  0%    -1.74% (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                             12.14m ±  2%            11.45m ±  2%    -5.67% (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                             17.21m ±  1%            16.48m ±  1%    -4.27% (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                            20.71m ±  1%            20.09m ±  1%    -2.99% (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                            32.71m ±  1%            31.27m ±  2%    -4.38% (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                            38.20m ±  1%            36.18m ±  2%    -5.27% (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                           42.32m ±  5%            40.02m ±  1%    -5.44% (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                          14.67m ±  2%            13.73m ±  2%    -6.42% (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                          21.59m ±  0%            20.35m ±  1%    -5.72% (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                         26.08m ±  1%            25.08m ±  0%    -3.83% (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                         45.67m ±  1%            43.62m ±  1%    -4.49% (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                         52.00m ±  0%            50.48m ±  2%    -2.93% (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                        56.57m ±  1%            53.89m ±  1%    -4.73% (p=0.002 n=6)
geomean                                                                                                                                                           3.762m                  3.638m          -3.28%
¹ need >= 6 samples for confidence interval at level 0.95

                                                                                                                                           │ step-3-reduced-createattributes.txt │      step-4-grow-signature.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                              4.327Mi ± 0%     4.168Mi ± 0%  -3.67% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                              8.780Mi ± 0%     8.618Mi ± 0%  -1.85% (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                             14.32Mi ± 0%     14.16Mi ± 0%  -1.12% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                             20.08Mi ± 0%     19.60Mi ± 0%  -2.40% (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                             23.90Mi ± 0%     23.42Mi ± 0%  -2.01% (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                            30.89Mi ± 0%     30.41Mi ± 0%  -1.56% (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                              20.41Mi ± 0%     19.16Mi ± 0%  -6.13% (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                              27.02Mi ± 0%     25.77Mi ± 0%  -4.63% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                             32.90Mi ± 0%     31.65Mi ± 0%  -3.80% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                             51.36Mi ± 0%     47.10Mi ± 0%  -8.29% (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                             57.47Mi ± 0%     53.21Mi ± 0%  -7.41% (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                            64.02Mi ± 0%     59.76Mi ± 0%  -6.65% (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                           24.48Mi ± 0%     23.07Mi ± 0%  -5.77% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                           36.13Mi ± 0%     34.72Mi ± 0%  -3.91% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                          47.38Mi ± 0%     45.97Mi ± 0%  -2.98% (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                          70.75Mi ± 0%     66.01Mi ± 0%  -6.70% (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                          80.57Mi ± 0%     75.84Mi ± 0%  -5.88% (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                         91.35Mi ± 0%     86.61Mi ± 0%  -5.19% (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%     309.7Ki ± 0%  -0.11% (p=0.002 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%     309.6Ki ± 0%  -0.11% (p=0.002 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%     309.6Ki ± 0%  -0.11% (p=0.002 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%     309.6Ki ± 0%  -0.11% (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%     309.6Ki ± 0%  -0.11% (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%     309.6Ki ± 0%  -0.11% (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%     4.171Mi ± 0%  -3.73% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                              8.783Mi ± 0%     8.620Mi ± 0%  -1.85% (p=0.002 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%     14.16Mi ± 0%  -1.12% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                             20.08Mi ± 0%     19.60Mi ± 0%  -2.40% (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                             23.91Mi ± 0%     23.42Mi ± 0%  -2.01% (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                            30.90Mi ± 0%     30.42Mi ± 0%  -1.55% (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                              20.42Mi ± 0%     19.16Mi ± 0%  -6.13% (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                              27.02Mi ± 0%     25.77Mi ± 0%  -4.63% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                             32.90Mi ± 0%     31.65Mi ± 0%  -3.81% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                             51.36Mi ± 0%     47.10Mi ± 0%  -8.29% (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                             57.47Mi ± 0%     53.22Mi ± 0%  -7.41% (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                            64.02Mi ± 0%     59.76Mi ± 0%  -6.65% (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                           24.48Mi ± 0%     23.07Mi ± 0%  -5.77% (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                           36.14Mi ± 0%     34.73Mi ± 0%  -3.91% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                          47.38Mi ± 0%     45.97Mi ± 0%  -2.98% (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                          70.75Mi ± 0%     66.01Mi ± 0%  -6.70% (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                          80.58Mi ± 0%     75.84Mi ± 0%  -5.88% (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                         91.35Mi ± 0%     86.61Mi ± 0%  -5.19% (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                                335.0Ki ± 0%     333.2Ki ± 0%  -0.56% (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                                335.0Ki ± 0%     333.2Ki ± 0%  -0.56% (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                               335.0Ki ± 0%     333.2Ki ± 0%  -0.56% (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                               335.0Ki ± 0%     333.2Ki ± 0%  -0.56% (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                               335.0Ki ± 0%     333.2Ki ± 0%  -0.56% (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                              335.1Ki ± 0%     333.2Ki ± 0%  -0.56% (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                             4.350Mi ± 0%     4.191Mi ± 0%  -3.65% (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                             8.806Mi ± 0%     8.639Mi ± 0%  -1.89% (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                            14.34Mi ± 0%     14.18Mi ± 0%  -1.13% (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                            20.10Mi ± 0%     19.62Mi ± 0%  -2.40% (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                            23.93Mi ± 0%     23.44Mi ± 0%  -2.02% (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                           30.92Mi ± 0%     30.44Mi ± 0%  -1.56% (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                             20.44Mi ± 0%     19.18Mi ± 0%  -6.13% (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                             27.04Mi ± 0%     25.79Mi ± 0%  -4.63% (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                            32.92Mi ± 0%     31.67Mi ± 0%  -3.81% (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                            51.38Mi ± 0%     47.12Mi ± 0%  -8.29% (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                            57.49Mi ± 0%     53.23Mi ± 0%  -7.41% (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                           64.04Mi ± 0%     59.78Mi ± 0%  -6.65% (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                          24.50Mi ± 0%     23.09Mi ± 0%  -5.77% (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                          36.16Mi ± 0%     34.74Mi ± 0%  -3.91% (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                         47.40Mi ± 0%     45.99Mi ± 0%  -2.98% (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                         70.77Mi ± 0%     66.03Mi ± 0%  -6.70% (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                         80.60Mi ± 0%     75.86Mi ± 0%  -5.88% (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                        91.37Mi ± 0%     86.63Mi ± 0%  -5.19% (p=0.002 n=6)
geomean                                                                                                                                                                        ²                 -3.67%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                                                                           │ step-3-reduced-createattributes.txt │      step-4-grow-signature.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%     51.16k ± 0%   -7.25% (p=0.002 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%     69.17k ± 0%   -5.47% (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%     81.18k ± 0%   -4.70% (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                              192.4k ± 0%     186.4k ± 0%   -3.12% (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                              210.4k ± 0%     204.4k ± 0%   -2.85% (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                             222.4k ± 0%     216.4k ± 0%   -2.70% (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                               171.4k ± 0%     144.4k ± 0%  -15.75% (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                               225.4k ± 0%     198.4k ± 0%  -11.98% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                              268.4k ± 0%     241.4k ± 0%  -10.06% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                              266.5k ± 0%     221.5k ± 0%  -16.88% (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                              320.5k ± 0%     275.6k ± 0%  -14.04% (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                             363.6k ± 0%     318.6k ± 0%  -12.38% (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                            226.4k ± 0%     195.4k ± 0%  -13.69% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_5-10                            298.4k ± 0%     267.4k ± 0%  -10.39% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_0/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                           353.4k ± 0%     322.4k ± 0%   -8.77% (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                           458.8k ± 0%     407.8k ± 0%  -11.12% (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                           530.8k ± 0%     479.8k ± 0%   -9.61% (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                          585.8k ± 0%     534.8k ± 0%   -8.71% (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%      74.00 ± 0%   -6.33% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_5-10                                   79.00 ± 0%      74.00 ± 0%   -6.33% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                                  79.00 ± 0%      74.00 ± 0%   -6.33% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                                  79.00 ± 0%      74.00 ± 0%   -6.33% (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                                  79.00 ± 0%      74.00 ± 0%   -6.33% (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                                 79.00 ± 0%      74.00 ± 0%   -6.33% (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                               55.20k ± 0%     51.20k ± 0%   -7.25% (p=0.002 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%     69.22k ± 0%   -5.47% (p=0.002 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%     81.22k ± 0%   -4.70% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_0/non-histogram_count:_1000/labels_per_metric:_20/exemplars_per_series:_0-10                              192.4k ± 0%     186.4k ± 0%   -3.12% (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                              210.4k ± 0%     204.4k ± 0%   -2.85% (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                             222.4k ± 0%     216.4k ± 0%   -2.70% (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                               171.4k ± 0%     144.4k ± 0%  -15.75% (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                               225.4k ± 0%     198.4k ± 0%  -11.98% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_10-10                              268.4k ± 0%     241.4k ± 0%  -10.06% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_0/labels_per_metric:_20/exemplars_per_series:_0-10                              266.6k ± 0%     221.6k ± 0%  -16.88% (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                              320.6k ± 0%     275.6k ± 0%  -14.04% (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                             363.6k ± 0%     318.6k ± 0%  -12.38% (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                            226.5k ± 0%     195.5k ± 0%  -13.69% (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                            298.5k ± 0%     267.5k ± 0%  -10.39% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_5/histogram_count:_1000/non-histogram_count:_1000/labels_per_metric:_2/exemplars_per_series:_10-10                           353.5k ± 0%     322.5k ± 0%   -8.77% (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                           458.8k ± 0%     407.8k ± 0%  -11.12% (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                           530.8k ± 0%     479.8k ± 0%   -9.61% (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                          585.8k ± 0%     534.8k ± 0%   -8.71% (p=0.002 n=6)
OTLPHandler/resource_attribute_count:_50/histogram_count:_0/non-histogram_count:_0/labels_per_metric:_2/exemplars_per_series:_0-10                                  271.0 ± 0%      263.0 ± 0%   -2.95% (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                                  271.0 ± 0%      263.0 ± 0%   -2.95% (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                                 271.0 ± 0%      263.0 ± 0%   -2.95% (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                                 271.0 ± 0%      263.0 ± 0%   -2.95% (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                                 271.0 ± 0%      263.0 ± 0%   -2.95% (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                                271.0 ± 0%      263.0 ± 0%   -2.95% (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%     51.38k ± 0%   -7.24% (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%     69.41k ± 0%   -5.46% (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                             85.42k ± 0%     81.41k ± 0%   -4.69% (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                             192.6k ± 0%     186.6k ± 0%   -3.12% (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                             210.6k ± 0%     204.6k ± 0%   -2.85% (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                            222.6k ± 0%     216.6k ± 0%   -2.70% (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                              171.6k ± 0%     144.6k ± 0%  -15.74% (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                              225.6k ± 0%     198.6k ± 0%  -11.97% (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                             268.6k ± 0%     241.6k ± 0%  -10.05% (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                             266.8k ± 0%     221.8k ± 0%  -16.87% (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                             320.8k ± 0%     275.8k ± 0%  -14.03% (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                            363.8k ± 0%     318.8k ± 0%  -12.37% (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                           226.7k ± 0%     195.7k ± 0%  -13.68% (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                           298.7k ± 0%     267.7k ± 0%  -10.38% (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                          353.7k ± 0%     322.7k ± 0%   -8.77% (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                          459.0k ± 0%     408.0k ± 0%  -11.11% (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                          531.0k ± 0%     480.0k ± 0%   -9.61% (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                         586.0k ± 0%     535.0k ± 0%   -8.70% (p=0.002 n=6)
geomean                                                                                                                                                                        ²                 -8.52%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                                                     │ step-3-reduced-createattributes.txt │   step-4-grow-signature.txt    │
                                                                                     │                ns/op                │    ns/op     vs base           │
OTLPHandler/resource_attribute_count:_0/histogram_count:_0/non-histogram_count:_0-10                           0.000 ± ∞ ¹   0.000 ± ∞ ¹  ~ (p=1.000 n=1) ²
¹ need >= 6 samples for confidence interval at level 0.95
² all samples are equal
@charleskorn charleskorn marked this pull request as ready for review July 18, 2023 01:14
@charleskorn charleskorn requested a review from a team as a code owner July 18, 2023 01:14
# Conflicts:
#	CHANGELOG.md
#	go.sum
#	vendor/modules.txt
pkg/util/push/otel_test.go Outdated Show resolved Hide resolved
# Conflicts:
#	CHANGELOG.md
#	go.sum
#	vendor/modules.txt
@charleskorn charleskorn merged commit e302713 into main Jul 20, 2023
@charleskorn charleskorn deleted the charleskorn/otlp-improvements branch July 20, 2023 03:31
replay pushed a commit that referenced this pull request Jul 21, 2023
* 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_…
krajorama added a commit that referenced this pull request Jul 28, 2023
Restore histogram downscaling of #5532 removed by #5531.
Bring in latest improvement on Charles' fork.

Signed-off-by: György Krajcsovits <gyorgy.krajcsovits@grafana.com>
krajorama added a commit that referenced this pull request Jul 28, 2023
* Update opentelemetry-collector-contrib fork

Restore histogram downscaling of #5532 removed by #5531.
Bring in latest improvement on Charles' fork.

Signed-off-by: György Krajcsovits <gyorgy.krajcsovits@grafana.com>

* Update changelog

Signed-off-by: György Krajcsovits <gyorgy.krajcsovits@grafana.com>

* Update dependency of prometheusremotewrite

Signed-off-by: György Krajcsovits <gyorgy.krajcsovits@grafana.com>

* Update comment in go.mod

Signed-off-by: György Krajcsovits <gyorgy.krajcsovits@grafana.com>

---------

Signed-off-by: György Krajcsovits <gyorgy.krajcsovits@grafana.com>
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2 participants