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The Prometheus monitoring system and time series database.

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Oleg Zaytsev 3947238ce0 Label values with matchers by intersecting postings (#9907 ) * LabelValues w/matchers by intersecting postings Instead of iterating all matched series to find the values, this checks if each one of the label values is present in the matched series (postings). Pending to be benchmarked. Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com> * Benchmark labelValuesWithMatchers name old time/op new time/op Querier/Head/labelValuesWithMatchers/i_with_n="1" 157ms ± 0% 48ms ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 1.80s ± 0% 0.46s ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 144ms ± 0% 57ms ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 304ms ± 0% 111ms ± 0% Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 761ms ± 0% 164ms ± 0% Querier/Head/labelValuesWithMatchers/n_with_i="1" 6.11µs ± 0% 6.62µs ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1" 117ms ± 0% 62ms ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 1.44s ± 0% 0.24s ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 92.1ms ± 0% 70.3ms ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 196ms ± 0% 115ms ± 0% Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 1.23s ± 0% 0.21s ± 0% Querier/Block/labelValuesWithMatchers/n_with_i="1" 1.06ms ± 0% 0.88ms ± 0% name old alloc/op new alloc/op Querier/Head/labelValuesWithMatchers/i_with_n="1" 29.5MB ± 0% 26.9MB ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 46.8MB ± 0% 251.5MB ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 29.5MB ± 0% 22.3MB ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 46.8MB ± 0% 23.9MB ± 0% Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 10.3kB ± 0% 138535.2kB ± 0% Querier/Head/labelValuesWithMatchers/n_with_i="1" 5.54kB ± 0% 7.09kB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1" 39.1MB ± 0% 28.5MB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 287MB ± 0% 253MB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 34.3MB ± 0% 23.9MB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 51.6MB ± 0% 25.5MB ± 0% Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 144MB ± 0% 139MB ± 0% Querier/Block/labelValuesWithMatchers/n_with_i="1" 6.43kB ± 0% 8.66kB ± 0% name old allocs/op new allocs/op Querier/Head/labelValuesWithMatchers/i_with_n="1" 104k ± 0% 500k ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 204k ± 0% 600k ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 104k ± 0% 500k ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 204k ± 0% 500k ± 0% Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 66.0 ± 0% 255.0 ± 0% Querier/Head/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 205.0 ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1" 304k ± 0% 600k ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 5.20M ± 0% 0.70M ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 204k ± 0% 600k ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 304k ± 0% 600k ± 0% Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 3.00M ± 0% 0.00M ± 0% Querier/Block/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 247.0 ± 0% Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com> * Don't expand postings to intersect them Using a min heap we can check whether matched postings intersect with each one of the label values postings. This avoid expanding postings (and thus having all of them in memory at any point). Slightly slower than the expanding postings version for some cases, but definitely pays the price once the cardinality grows. Still offers 10x latency improvement where previous latencies were reaching 1s. Benchmark results: name \ time/op old.txt intersect.txt intersect_noexpand.txt Querier/Head/labelValuesWithMatchers/i_with_n="1" 157ms ± 0% 48ms ± 0% 110ms ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 1.80s ± 0% 0.46s ± 0% 0.18s ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 144ms ± 0% 57ms ± 0% 125ms ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 304ms ± 0% 111ms ± 0% 177ms ± 0% Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 761ms ± 0% 164ms ± 0% 134ms ± 0% Querier/Head/labelValuesWithMatchers/n_with_i="1" 6.11µs ± 0% 6.62µs ± 0% 4.29µs ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1" 117ms ± 0% 62ms ± 0% 120ms ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 1.44s ± 0% 0.24s ± 0% 0.15s ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 92.1ms ± 0% 70.3ms ± 0% 125.4ms ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 196ms ± 0% 115ms ± 0% 170ms ± 0% Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 1.23s ± 0% 0.21s ± 0% 0.14s ± 0% Querier/Block/labelValuesWithMatchers/n_with_i="1" 1.06ms ± 0% 0.88ms ± 0% 0.92ms ± 0% name \ alloc/op old.txt intersect.txt intersect_noexpand.txt Querier/Head/labelValuesWithMatchers/i_with_n="1" 29.5MB ± 0% 26.9MB ± 0% 19.1MB ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 46.8MB ± 0% 251.5MB ± 0% 36.3MB ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 29.5MB ± 0% 22.3MB ± 0% 19.1MB ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 46.8MB ± 0% 23.9MB ± 0% 20.7MB ± 0% Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 10.3kB ± 0% 138535.2kB ± 0% 6.4kB ± 0% Querier/Head/labelValuesWithMatchers/n_with_i="1" 5.54kB ± 0% 7.09kB ± 0% 4.30kB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1" 39.1MB ± 0% 28.5MB ± 0% 20.7MB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 287MB ± 0% 253MB ± 0% 38MB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 34.3MB ± 0% 23.9MB ± 0% 20.7MB ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 51.6MB ± 0% 25.5MB ± 0% 22.3MB ± 0% Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 144MB ± 0% 139MB ± 0% 0MB ± 0% Querier/Block/labelValuesWithMatchers/n_with_i="1" 6.43kB ± 0% 8.66kB ± 0% 5.86kB ± 0% name \ allocs/op old.txt intersect.txt intersect_noexpand.txt Querier/Head/labelValuesWithMatchers/i_with_n="1" 104k ± 0% 500k ± 0% 300k ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 204k ± 0% 600k ± 0% 400k ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 104k ± 0% 500k ± 0% 300k ± 0% Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 204k ± 0% 500k ± 0% 300k ± 0% Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 66.0 ± 0% 255.0 ± 0% 139.0 ± 0% Querier/Head/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 205.0 ± 0% 87.0 ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1" 304k ± 0% 600k ± 0% 400k ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 5.20M ± 0% 0.70M ± 0% 0.50M ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 204k ± 0% 600k ± 0% 400k ± 0% Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.$",j!="foo" 304k ± 0% 600k ± 0% 400k ± 0% Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 3.00M ± 0% 0.00M ± 0% 0.00M ± 0% Querier/Block/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 247.0 ± 0% 129.0 ± 0% Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com> * Apply comment suggestions from the code review Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com> Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com> * Change else { if } to else if Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com> * Remove sorting of label values We were not sorting them before, so no need to sort them now Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com> Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com>		3 years ago
..
index.go	Check postings bytes length when decoding (#9766 )	3 years ago
index_test.go	Check postings bytes length when decoding (#9766 )	3 years ago
postings.go	Label values with matchers by intersecting postings (#9907 )	3 years ago
postings_test.go	Label values with matchers by intersecting postings (#9907 )	3 years ago
postingsstats.go	Format Go source files using 'gofumpt -w -s -extra'	3 years ago
postingsstats_test.go	Format Go source files using 'gofumpt -w -s -extra'	3 years ago