TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ื“ื™ ืฆื™ื™ื˜ ืกืขืจื™ืข ื“ืึทื˜ืึทื‘ื™ื™ืก (TSDB) ืื™ืŸ Prometheus 2 ืื™ื– ืึท ื•ื™ืกื’ืขืฆื™ื™ื›ื ื˜ ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ืึทืŸ ื™ื ื–ืฉืขื ื™ืขืจื™ืข ืœื™ื™ื–ื•ื ื’ ื•ื•ืึธืก ืึธืคืคืขืจืก ื”ื•ื™ืคึผื˜ ื™ืžืคึผืจื•ื•ื•ืžืึทื ืฅ ืื™ื‘ืขืจ ื“ื™ ื•ื•2 ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ืŸ Prometheus 1 ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื“ืึทื˜ืŸ ืึทืงื™ื•ืžื™ืึทืœื™ื™ืฉืึทืŸ ื’ื™ื›ืงื™ื™ึทื˜, ืึธื ืคึฟืจืขื’ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืื•ืŸ ืžื™ื˜ืœ ืขืคืขืงื˜ื™ื•ื•ืงื™ื™ึทื˜. ืžื™ืจ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2 ืื™ืŸ ืคึผืขืจืงืึธื ืึท ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืื•ืŸ ืžืึทื ืึทื’ืขืžืขื ื˜ (ืคึผืžื) ืื•ืŸ ืื™ืš ื’ืขื”ืื˜ ื“ื™ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2 TSDB. ืื™ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ ืื™ืš ื•ื•ืขืœ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ ืคื•ืŸ ื“ื™ ืึทื‘ื–ืขืจื•ื•ื™ื™ืฉืึทื ื–.

ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื•ื•ืึธืจืงืœืึธื•ื“

ื“ื™ ื˜ื™ืคึผื™ืฉ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื•ื•ืขืจืงืœืึธื•ื“ ืื™ื– ื’ืึทื ืฅ ื˜ืฉื™ืงืึทื•ื•ืข ืคึฟืึทืจ ื™ืขื ืข ื’ืขื ื™ืฆื˜ ืฆื• ื”ืึทื ื“ืœืขืŸ ืžื™ื˜ ื“ื™ื™ื˜ืึทื‘ื™ื™ืก ืคื•ืŸ ืึทืœื’ืขืžื™ื™ืŸ ืฆื™ืœ. ื“ืขืจ ืงื•ืจืก ืคื•ืŸ ื“ืึทื˜ืŸ ืึทืงื™ื•ืžื™ืึทืœื™ื™ืฉืึทืŸ ื˜ืขื ื“ื– ืฆื• ื–ื™ื™ืŸ ืกื˜ืึทื‘ื™ืœ: ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ื“ื™ ืกืขืจื•ื•ื™ืกืขืก ืื™ืจ ืžืึธื ื™ื˜ืึธืจ ืฉื™ืงืŸ ื‘ืขืขืจืขืš ื“ื™ ื–ืขืœื‘ืข ื ื•ืžืขืจ ืคื•ืŸ ืžืขื˜ืจื™ืงืก, ืื•ืŸ ื“ื™ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ืขื ื“ืขืจื•ื ื’ืขืŸ ืœืขืคื™ืขืจืขืš ืกืœืึธื•ืœื™.
ืจื™ืงื•ื•ืขืก ืคึฟืึทืจ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืงืขืŸ ืงื•ืžืขืŸ ืคื•ืŸ ืคืึทืจืฉื™ื“ืŸ ืงื•ื•ืืœืŸ. ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื™, ืึทื–ืึท ื•ื•ื™ ืึทืœืขืจืฅ, ืื•ื™ืš ืฉื˜ืจืขื‘ืŸ ืคึฟืึทืจ ืึท ืกื˜ืึทื‘ื™ืœ ืื•ืŸ ืคึผืจื™ื“ื™ืงื˜ืึทื‘ืึทืœ ื•ื•ืขืจื˜. ืื ื“ืขืจืข, ืึทื–ืึท ื•ื•ื™ ื‘ืึทื ื™ืฆืขืจ ืจื™ืงื•ื•ืขืก, ืงืขืŸ ืคืึทืจืฉืึทืคืŸ ื‘ืขืจืกืฅ, ื›ืึธื˜ืฉ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื“ืขืจ ืคืึทืœ ืคึฟืึทืจ ืจื•ื‘ึฟ ื•ื•ืขืจืงืœืึธื•ื“ื–.

ืžืึทืกืข ืคึผืจื•ื‘ื™ืจืŸ

ื‘ืขืฉืึทืก ื˜ืขืกื˜ื™ื ื’, ืื™ืš ืคืึธื•ืงื™ืกื˜ ืื•ื™ืฃ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืึธื ืงืœื™ื™ึทื‘ืŸ ื“ืึทื˜ืŸ. ืื™ืš ื“ื™ืคึผืœื•ื™ื“ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2.3.2 ืงืึทืžืคึผื™ื™ืœื“ ืžื™ื˜ Go 1.10.1 (ื•ื•ื™ ืึท ื˜ื™ื™ืœ ืคื•ืŸ PMM 1.14) ืื•ื™ืฃ ื“ื™ ืœื™ื ืึธื“ืข ื“ื™ื ืกื˜ ื ื™ืฆืŸ ื“ืขื ืฉืจื™ืคื˜: StackScript. ืคึฟืึทืจ ื“ื™ ืžืขืจืกื˜ ืจืขืึทืœื™ืกื˜ื™ืฉ ืžืึทืกืข ื“ื•ืจ, ื ื™ืฆืŸ ื“ืขื StackScript ืื™ืš ืœืึธื ื˜ืฉื˜ ืขื˜ืœืขื›ืข MySQL ื ืึธื•ื“ื– ืžื™ื˜ ืึท ืคืึทืงื˜ื™ืฉ ืžืึทืกืข (Sysbench TPC-C Test), ื™ืขื“ืขืจ ืคื•ืŸ ื•ื•ืึธืก ืขืžื™ืึทืœื™ื™ื˜ื™ื“ 10 ืœื™ื ื•ืงืก / MySQL ื ืึธื•ื“ื–.
ืึทืœืข ื“ื™ ืคืืœื’ืขื ื“ืข ื˜ืขืกืฅ ื–ืขื ืขืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืื•ื™ืฃ ืึท ืœื™ื ืึธื“ืข ืกืขืจื•ื•ืขืจ ืžื™ื˜ ืึทื›ื˜ ื•ื•ื™ืจื˜ื•ืึทืœ ืงืึธืจืขืก ืื•ืŸ 32 ื’ื™ื’ืื‘ื™ื™ื˜ ืคื•ืŸ ื–ื›ึผืจื•ืŸ, ืžื™ื˜ 20 ืžืึทืกืข ืกื™ืžื™ืึทืœื™ื™ืฉืึทืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืฆื•ื•ื™ื™ ื”ื•ื ื“ืขืจื˜ ืžื™ืกืงืœ ื™ื ืกื˜ืึทื ืกื™ื–. ืึธื“ืขืจ, ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื˜ืขืจืžื™ื ืขืŸ, 800 ื˜ืึทืจื’ืึทืฅ, 440 ืกืงืจื™ื™ืคึผืก ืคึผืขืจ ืกืขืงื•ื ื“ืข, 380 ื˜ื•ื™ื–ื ื˜ ืจืขืงืึธืจื“ืก ืคึผืขืจ ืกืขืงื•ื ื“ืข, ืื•ืŸ 1,7 ืžื™ืœื™ืึธืŸ ืึทืงื˜ื™ื•ื• ืฆื™ื™ื˜ ืกืขืจื™ืข.

ืคึผืœืึทืŸ

ื“ื™ ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš ืฆื•ื’ืึทื ื’ ืคื•ืŸ ื‘ืขืงืึทื‘ืึธืœืขื“ื™ืง ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ื“ื™ ื’ืขื ื™ืฆื˜ ื“ื•ืจืš Prometheus 1.x, ืื™ื– ืฆื• ื–ื™ืงืึธืจืŸ ืฉื™ืขื•ืจ. ืื•ื™ื‘ ืขืก ืื™ื– ื ื™ืฉื˜ ื’ืขื ื•ื’ ืฆื• ืฉืขืคึผืŸ ื“ื™ ืžืึทืกืข, ืื™ืจ ื•ื•ืขื˜ ื“ืขืจืคืึทืจื•ื ื’ ื”ื•ื™ืš ืœื™ื™ื˜ืึทื ืกื™ื– ืื•ืŸ ืขื˜ืœืขื›ืข ืจื™ืงื•ื•ืขืก ื•ื•ืขื˜ ืคืึทืจืœืึธื–ืŸ. ื–ื›ึผืจื•ืŸ ื‘ืึทื ื™ืฅ ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2 ืื™ื– ืงืึทื ืคื™ื’ื™ืขืจืึทื‘ืึทืœ ื“ื•ืจืš ืฉืœื™ืกืœ storage.tsdb.min-block-duration, ื•ื•ืึธืก ื“ื™ื˜ืขืจืžืึทื ื– ื•ื•ื™ ืœืึทื ื’ ืจืขืงืึธืจื“ื™ื ื’ืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขื”ืืœื˜ืŸ ืื™ืŸ ื–ื›ึผืจื•ืŸ ืื™ื™ื“ืขืจ ืคืœืึทืฉื™ื ื’ ืฆื• ื“ื™ืกืง (ืคืขืœื™ืงื™ื™ึทื˜ ืื™ื– 2 ืฉืขื”). ื“ื™ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื–ื™ืงืึธืจืŸ ืคืืจืœืื ื’ื˜ ื•ื•ืขื˜ ืึธืคืขื ื’ืขืŸ ืื•ื™ืฃ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืฆื™ื™ื˜ ืกืขืจื™ืข, ืœืึทื‘ืขืœืก ืื•ืŸ ืกืงืจื™ื™ืคึผืก ืฆื•ื’ืขื’ืขื‘ืŸ ืฆื• ื“ื™ ื ืขืฅ ื™ื ืงืึทืžื™ื ื’ ื˜ื™ื™ึทืš. ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื“ื™ืกืง ืคึผืœืึทืฅ, ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื™ื™ืžื– ืฆื• ื ื•ืฆืŸ 3 ื‘ื™ื˜ืขืก ืคึผืขืจ ืจืขืงืึธืจื“ (ืžื•ืกื˜ืขืจ). ืื•ื™ืฃ ื“ื™ ืื ื“ืขืจืข ื”ืึทื ื˜, ื–ื›ึผืจื•ืŸ ืจืขืงื•ื•ื™ืจืขืžืขื ืฅ ื–ืขื ืขืŸ ืคื™ืœ ื”ืขื›ืขืจ.

ื›ืึธื˜ืฉ ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ ื“ื™ ื‘ืœืึธืง ื’ืจื™ื™ืก, ืขืก ืื™ื– ื ื™ืฉื˜ ืจืขืงืึทืžืขื ื“ื™ื“ ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ ืขืก ืžืึทื ื™ื•ืึทืœื™, ืึทื–ื•ื™ ืื™ืจ ื–ืขื ื˜ ื’ืขืฆื•ื•ื•ื ื’ืขืŸ ืฆื• ื’ืขื‘ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื•ื•ื™ ืคื™ืœ ื–ื›ึผืจื•ืŸ ื•ื•ื™ ืขืก ืจื™ืงื•ื•ื™ื™ืขืจื– ืคึฟืึทืจ ื“ื™ื™ืŸ ื•ื•ืขืจืงืœืึธื•ื“.
ืื•ื™ื‘ ืขืก ืื™ื– ื ื™ืฉื˜ ื’ืขื ื•ื’ ื–ื›ึผืจื•ืŸ ืฆื• ืฉื˜ื™ืฆืŸ ื“ื™ ื™ื ืงืึทืžื™ื ื’ ื˜ื™ื™ึทืš ืคื•ืŸ ืžืขื˜ืจื™ืงืก, ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื•ื•ืขื˜ ืคืึทืœืŸ ืื•ื™ืก ืคื•ืŸ ื–ื›ึผืจื•ืŸ ืึธื“ืขืจ ื“ื™ OOM ืงื™ืœืœืขืจ ื•ื•ืขื˜ ื‘ืึทืงื•ืžืขืŸ ืฆื• ืขืก.
ืึทื“ื™ื ื’ ื•ื™ืกื‘ื™ื™ึทื˜ืŸ ืฆื• ืคืึทืจื”ืึทืœื˜ืŸ ื“ืขื ืงืจืึทืš ื•ื•ืขืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ืœื•ื™ืคื˜ ืื•ื™ืก ืคื•ืŸ ื–ื›ึผืจื•ืŸ ื˜ื•ื˜ ื ื™ืฉื˜ ื˜ืึทืงืข ื”ืขืœืคืŸ, ื•ื•ื™ื™ึทืœ ื ื™ืฆืŸ ื“ืขื ืคึฟื•ื ืงืฆื™ืข ื– ื™ืงืกืคึผืœืึธื•ืกื™ื•ื• ื–ื›ึผืจื•ืŸ ืงืึทื ืกืึทืžืฉืึทืŸ. ืื™ืš ื˜ืจืึทื›ื˜ืŸ ืขืก ืื™ื– ืขืคึผืขืก ืฆื• ื˜ืึธืŸ ืžื™ื˜ Go, ื–ื™ื™ืŸ ืžื™ืกื˜ ืงืึทืœืขืงื˜ืขืจ ืื•ืŸ ื“ื™ ื•ื•ืขื’ ืขืก ื“ื™ืœื– ืžื™ื˜ ื•ื™ืกื‘ื™ื™ึทื˜ืŸ.
ืืŸ ืื ื“ืขืจ ื˜ืฉื™ืงืึทื•ื•ืข ืฆื•ื’ืึทื ื’ ืื™ื– ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ ื“ื™ ืงืึธืคึผ ื‘ืœืึธืง ืฆื• ื–ื™ื™ืŸ ืคืœืึทืฉื˜ ืฆื• ื“ื™ืกืง ืื™ืŸ ืึท ื–ื™ื›ืขืจ ืฆื™ื™ื˜, ืึทื ืฉื˜ืึธื˜ ืคื•ืŸ ืงืึทื•ื ื˜ื™ื ื’ ืขืก ืคึฟื•ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื“ืขื ืคึผืจืึธืฆืขืก.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ื•ื•ื™ ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ืคื•ืŸ ื“ื™ ื’ืจืึทืคื™ืง, ืคืœื•ืฉืขืก ืฆื• ื“ื™ืกืง ืคืึทืœืŸ ื™ืขื“ืขืจ ืฆื•ื•ื™ื™ ืฉืขื”. ืื•ื™ื‘ ืื™ืจ ื˜ื•ื™ืฉืŸ ื“ื™ ืžื™ื ื™ืžื•ื ื‘ืœืึธืง ื’ืขื“ื•ื™ืขืจ ืคึผืึทืจืึทืžืขื˜ืขืจ ืฆื• ืื™ื™ืŸ ืฉืขื”, ื“ื™ ืจื™ืกืขืฅ ื•ื•ืขื˜ ืคึผืึทืกื™ืจืŸ ื™ืขื“ืขืจ ืฉืขื”, ืกื˜ืึทืจื˜ื™ื ื’ ื ืึธืš ืึท ื”ืึทืœื‘ ืฉืขื”.
ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื ื•ืฆืŸ ื“ืขื ืื•ืŸ ืื ื“ืขืจืข ื’ืจืึทืคืก ืื™ืŸ ื“ื™ื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื™ื ืกื˜ืึทืœื™ืจื•ื ื’, ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื“ืขื ื“ืึทืฉื‘ืึธืจื“. ืขืก ืื™ื– ื“ื™ื–ื™ื™ื ื“ ืคึฟืึทืจ PMM ืึธื‘ืขืจ, ืžื™ื˜ ืžื™ื ืขืจื•ื•ืขืจื˜ื™ืง ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธื ืก, ืคื™ืฅ ืื™ืŸ ืงื™ื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื™ื ืกื˜ืึทืœื™ืจื•ื ื’.
ืžื™ืจ ื”ืึธื‘ืŸ ืึทืŸ ืึทืงื˜ื™ื•ื• ื‘ืœืึธืง ื’ืขืจื•ืคืŸ ืงืึธืคึผ ื‘ืœืึธืง ื•ื•ืึธืก ืื™ื– ืกื˜ืึธืจื“ ืื™ืŸ ื–ื›ึผืจื•ืŸ; ื‘ืœืึทืงืก ืžื™ื˜ ืขืœื˜ืขืจืข ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื‘ืืจืขื›ื˜ื™ื’ื˜ ื“ื•ืจืš mmap(). ื“ืึธืก ื™ืœื™ืžืึทื ื™ื™ืฅ ื“ื™ ื ื•ื™ื˜ ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ ื“ื™ ืงืึทืฉ ืกืขืคึผืขืจืึทื˜ืœื™, ืึธื‘ืขืจ ืื•ื™ืš ืžื™ื˜ืœ ืึทื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืœืึธื–ืŸ ื’ืขื ื•ื’ ืคึผืœืึทืฅ ืคึฟืึทืจ ื“ื™ ืึธืคึผืขืจื™ื™ื˜ื™ื ื’ ืกื™ืกื˜ืขื ืงืึทืฉ ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืึธื ืคืจืขื’ ื“ืึทื˜ืŸ ืขืœื˜ืขืจ ื•ื•ื™ ื•ื•ืึธืก ื“ื™ ืงืึธืคึผ ื‘ืœืึธืง ืงืขื ืขืŸ ืึทืงืึทืžืึทื“ื™ื™ื˜.
ื“ืึธืก ืื•ื™ืš ืžื™ื˜ืœ ืึทื– ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื•ื•ื™ืจื˜ื•ืึทืœ ื–ื›ึผืจื•ืŸ ืงืึทื ืกืึทืžืฉืึทืŸ ื•ื•ืขื˜ ืงื•ืงืŸ ื’ืึทื ืฅ ื”ื•ื™ืš, ื•ื•ืึธืก ืื™ื– ื ื™ืฉื˜ ืขืคึผืขืก ืฆื• ื–ืึธืจื’ ื•ื•ืขื’ืŸ.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืืŸ ืื ื“ืขืจ ื˜ืฉื™ืงืึทื•ื•ืข ืคึผืœืึทืŸ ืคื•ื ื˜ ืื™ื– ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ WAL (ืฉืจื™ื™ึทื‘ืŸ ืคืึธืจื•ื™ืก ืงืœืึธืฅ). ื•ื•ื™ ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ืคึฟื•ืŸ ื“ื™ ืกื˜ืึธืจื™ื“ื–ืฉ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ, Prometheus ื ื™ืฆื˜ WAL ืฆื• ื•ื™ืกืžื™ื™ื“ืŸ ืงืจืึทืฉื™ื–. ืกืคึผืขืฆื™ืคึฟื™ืฉ ืžืขืงืึทื ื™ื–ืึทืžื– ืคึฟืึทืจ ื’ืขืจืึทื ื˜ื™ื ื’ ื“ืึทื˜ืŸ ืกืขืจื•ื•ื™ื™ื•ื•ืึทื‘ื™ืœื™ื˜ื™ ื–ืขื ืขืŸ, ืœื™ื™ื“ืขืจ, ื ื™ืฉื˜ ื’ืขื–ื•ื ื˜ ื“ืึทืงื™ืึทืžืขื ื˜ืึทื“. ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื•ื•ืขืจืกื™ืข 2.3.2 ืคืœื•ืฉื™ื– WAL ืฆื• ื“ื™ืกืง ื™ืขื“ืขืจ 10 ืกืขืงื•ื ื“ืขืก ืื•ืŸ ื“ืขื ืึธืคึผืฆื™ืข ืื™ื– ื ื™ื˜ ื‘ืึทื ื™ืฆืขืจ ืงืึทื ืคื™ื’ื™ืขืจืึทื‘ืึทืœ.

ืงืึธืžืคึผืึทืงื˜ื™ืึธื ืก

Prometheus TSDB ืื™ื– ื“ื™ื–ื™ื™ื ื“ ื•ื•ื™ ืึท LSM (Log Structured Merge) ืงืจืึธื: ื“ื™ ืงืึธืคึผ ื‘ืœืึธืง ืื™ื– ืคึผื™ืจื™ืึทื“ื™ืงืœื™ ืคืœืึทืฉื˜ ืฆื• ื“ื™ืกืง, ื‘ืฉืขืช ืึท ืงืึธืžืคึผืึทืงื˜ื™ืึธืŸ ืžืขืงืึทื ื™ื–ืึทื ืงืึทืžื‘ื™ื™ื ื– ืงื™ื™ืคืœ ื‘ืœืึทืงืก ืฆื•ื–ืึทืžืขืŸ ืฆื• ื•ื™ืกืžื™ื™ื“ืŸ ืกืงืึทื ื™ื ื’ ืฆื• ืคื™ืœืข ื‘ืœืึทืงืก ื‘ืขืฉืึทืก ืคึฟืจืื’ืŸ. ื“ืึธ ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ื‘ืœืึทืงืก ื•ื•ืึธืก ืื™ืš ื‘ืืžืขืจืงื˜ ืื•ื™ืฃ ื“ื™ ืคึผืจื•ื‘ื™ืจืŸ ืกื™ืกื˜ืขื ื ืึธืš ืึท ื˜ืึธื’ ืคื•ืŸ ืžืึทืกืข.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืœืขืจื ืขืŸ ืžืขืจ ื•ื•ืขื’ืŸ ื“ื™ ืงืจืึธื, ืื™ืจ ืงืขื ืขืŸ ื•ื ื˜ืขืจื–ื•ื›ืŸ ื“ื™ meta.json ื˜ืขืงืข, ื•ื•ืึธืก ื”ืื˜ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื•ื•ืขื’ืŸ ื“ื™ ื‘ืœืึทืงืก ื‘ื ื™ืžืฆื ืื•ืŸ ื•ื•ื™ ื–ื™ื™ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ.

{
       "ulid": "01CPZDPD1D9R019JS87TPV5MPE",
       "minTime": 1536472800000,
       "maxTime": 1536494400000,
       "stats": {
               "numSamples": 8292128378,
               "numSeries": 1673622,
               "numChunks": 69528220
       },
       "compaction": {
               "level": 2,
               "sources": [
                       "01CPYRY9MS465Y5ETM3SXFBV7X",
                       "01CPYZT0WRJ1JB1P0DP80VY5KJ",
                       "01CPZ6NR4Q3PDP3E57HEH760XS"
               ],
               "parents": [
                       {
                               "ulid": "01CPYRY9MS465Y5ETM3SXFBV7X",
                               "minTime": 1536472800000,
                               "maxTime": 1536480000000
                       },
                       {
                               "ulid": "01CPYZT0WRJ1JB1P0DP80VY5KJ",
                               "minTime": 1536480000000,
                               "maxTime": 1536487200000
                       },
                       {
                               "ulid": "01CPZ6NR4Q3PDP3E57HEH760XS",
                               "minTime": 1536487200000,
                               "maxTime": 1536494400000
                       }
               ]
       },
       "version": 1
}

ืงืึธืžืคึผืึทืงื˜ื™ืึธื ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ื–ืขื ืขืŸ ื˜ื™ื™ื“ ืฆื• ื“ื™ ืฆื™ื™ื˜ ื•ื•ืขืŸ ื“ื™ ืงืึธืคึผ ื‘ืœืึธืง ืื™ื– ืคืœืึทืฉื˜ ืฆื• ื“ื™ืกืง. ืื™ืŸ ื“ืขื ืคื•ื ื˜, ืขื˜ืœืขื›ืข ืึทื–ืึท ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืขืก ืื•ื™ืก ืึทื– ืงืึทืžืคึผืึทืงื™ื™ืฉืึทื ื– ื–ืขื ืขืŸ ื ื™ืฉื˜ ืœื™ืžื™ื˜ืขื“ ืื™ืŸ ืงื™ื™ืŸ ื•ื•ืขื’ ืื•ืŸ ืงืขื ืขืŸ ืึธื ืžืึทื›ืŸ ื’ืจื•ื™ืก ื“ื™ืกืง ื™ / ืึธ ืกืคึผื™ื™ืงืก ื‘ืขืฉืึทืก ื“ื•ืจื›ืคื™ืจื•ื ื’.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืงืคึผื• ืžืึทืกืข ืกืคึผื™ื™ืงืก

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ื“ืึธืš, ื“ืึธืก ื”ืื˜ ืึท ื’ืึทื ืฅ ื ืขื’ืึทื˜ื™ื•ื• ืคึผืจืึทืœ ืื•ื™ืฃ ื“ื™ ื’ื™ื›ืงื™ื™ึทื˜ ืคื•ืŸ ื“ื™ ืกื™ืกื˜ืขื, ืื•ืŸ ืื•ื™ืš ืคึผืึธื•ื–ื™ื– ืึท ืขืจื ืกื˜ ืึทืจื•ื™ืกืจื•ืคืŸ ืคึฟืึทืจ LSM ืกื˜ืึธืจื™ื“ื–ืฉ: ื•ื•ื™ ืฆื• ืžืึทื›ืŸ ืงืึธืžืคึผืึทืงื˜ื™ืึธืŸ ืฆื• ืฉื˜ื™ืฆืŸ ื”ื•ื™ืš ื‘ืขื˜ืŸ ืจื™ื™ืฅ ืึธืŸ ืงืึธื–ื™ื ื’ ืฆื• ืคื™ืœ ืึธื•ื•ื•ืขืจื›ืขื“?
ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ื–ื›ึผืจื•ืŸ ืื™ืŸ ื“ื™ ืงืึธืžืคึผืึทืงื˜ื™ืึธืŸ ืคึผืจืึธืฆืขืก ืื•ื™ืš ืงื•ืงื˜ ื’ืึทื ืฅ ื˜ืฉื™ืงืึทื•ื•ืข.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืžื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ื™, ื ืึธืš ืงืึธืžืคึผืึทืงื˜ื™ืึธืŸ, ืจื•ื‘ึฟ ืคื•ืŸ ื“ื™ ื–ื›ึผืจื•ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ ืฉื˜ืึทื˜ ืคื•ืŸ ืงืึทืฉื˜ ืฆื• ืคืจื™ื™: ื“ืึธืก ืžื™ื˜ืœ ืึทื– ืคึผืึทื˜ืขื ื˜ืฉืึทืœื™ ื•ื•ืขืจื˜ืคื•ืœ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืื™ื– ืึทื•ื•ืขืงื’ืขื ื•ืžืขืŸ ืคื•ืŸ ื“ืึธืจื˜. ื˜ืฉื™ืงืึทื•ื•ืข ืื•ื™ื‘ ืขืก ืื™ื– ื’ืขื ื™ืฆื˜ ื“ืึธ fadvice() ืึธื“ืขืจ ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ืžื™ื ื™ืžื™ื–ื™ื™ืฉืึทืŸ ื˜ืขื›ื ื™ืง, ืึธื“ืขืจ ืื™ื– ืขืก ื•ื•ื™ื™ึทืœ ื“ื™ ืงืึทืฉ ืื™ื– ื‘ืืคืจื™ื™ื˜ ืคื•ืŸ ื‘ืœืึทืงืก ื—ืจื•ื‘ึฟ ื‘ืขืฉืึทืก ืงืึธืžืคึผืึทืงื˜ื™ืึธืŸ?

ืึธืคึผื–ื•ืš ื ืึธืš ืึท ื“ื•ืจื›ืคืึทืœ

ืึธืคึผื–ื•ืš ืคื•ืŸ ืคื™ื™ืœื™ืขืจื– ื ืขืžื˜ ืฆื™ื™ื˜, ืื•ืŸ ืคึฟืึทืจ ื’ื•ื˜ ืกื™ื‘ื”. ืคึฟืึทืจ ืึท ื™ื ืงืึทืžื™ื ื’ ื˜ื™ื™ึทืš ืคื•ืŸ ืึท ืžื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ืคึผืขืจ ืกืขืงื•ื ื“ืข, ืื™ืš ื’ืขื”ืื˜ ืฆื• ื•ื•ืึทืจื˜ืŸ ื•ื•ืขื’ืŸ 25 ืžื™ื ื•ื˜ ื‘ืฉืขืช ื“ื™ ืึธืคึผื–ื•ืš ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืžื™ื˜ ื“ื™ SSD ืคืึธืจ.

level=info ts=2018-09-13T13:38:14.09650965Z caller=main.go:222 msg="Starting Prometheus" version="(version=2.3.2, branch=v2.3.2, revision=71af5e29e815795e9dd14742ee7725682fa14b7b)"
level=info ts=2018-09-13T13:38:14.096599879Z caller=main.go:223 build_context="(go=go1.10.1, user=Jenkins, date=20180725-08:58:13OURCE)"
level=info ts=2018-09-13T13:38:14.096624109Z caller=main.go:224 host_details="(Linux 4.15.0-32-generic #35-Ubuntu SMP Fri Aug 10 17:58:07 UTC 2018 x86_64 1bee9e9b78cf (none))"
level=info ts=2018-09-13T13:38:14.096641396Z caller=main.go:225 fd_limits="(soft=1048576, hard=1048576)"
level=info ts=2018-09-13T13:38:14.097715256Z caller=web.go:415 component=web msg="Start listening for connections" address=:9090
level=info ts=2018-09-13T13:38:14.097400393Z caller=main.go:533 msg="Starting TSDB ..."
level=info ts=2018-09-13T13:38:14.098718401Z caller=repair.go:39 component=tsdb msg="found healthy block" mint=1536530400000 maxt=1536537600000 ulid=01CQ0FW3ME8Q5W2AN5F9CB7R0R
level=info ts=2018-09-13T13:38:14.100315658Z caller=web.go:467 component=web msg="router prefix" prefix=/prometheus
level=info ts=2018-09-13T13:38:14.101793727Z caller=repair.go:39 component=tsdb msg="found healthy block" mint=1536732000000 maxt=1536753600000 ulid=01CQ78486TNX5QZTBF049PQHSM
level=info ts=2018-09-13T13:38:14.102267346Z caller=repair.go:39 component=tsdb msg="found healthy block" mint=1536537600000 maxt=1536732000000 ulid=01CQ78DE7HSQK0C0F5AZ46YGF0
level=info ts=2018-09-13T13:38:14.102660295Z caller=repair.go:39 component=tsdb msg="found healthy block" mint=1536775200000 maxt=1536782400000 ulid=01CQ7SAT4RM21Y0PT5GNSS146Q
level=info ts=2018-09-13T13:38:14.103075885Z caller=repair.go:39 component=tsdb msg="found healthy block" mint=1536753600000 maxt=1536775200000 ulid=01CQ7SV8WJ3C2W5S3RTAHC2GHB
level=error ts=2018-09-13T14:05:18.208469169Z caller=wal.go:275 component=tsdb msg="WAL corruption detected; truncating" err="unexpected CRC32 checksum d0465484, want 0" file=/opt/prometheus/data/.prom2-data/wal/007357 pos=15504363
level=info ts=2018-09-13T14:05:19.471459777Z caller=main.go:543 msg="TSDB started"
level=info ts=2018-09-13T14:05:19.471604598Z caller=main.go:603 msg="Loading configuration file" filename=/etc/prometheus.yml
level=info ts=2018-09-13T14:05:19.499156711Z caller=main.go:629 msg="Completed loading of configuration file" filename=/etc/prometheus.yml
level=info ts=2018-09-13T14:05:19.499228186Z caller=main.go:502 msg="Server is ready to receive web requests."

ื“ืขืจ ื”ื•ื™ืคึผื˜ ืคึผืจืึธื‘ืœืขื ืคื•ืŸ ื“ื™ ืึธืคึผื–ื•ืš ืคึผืจืึธืฆืขืก ืื™ื– ื”ื•ื™ืš ื–ื›ึผืจื•ืŸ ืงืึทื ืกืึทืžืฉืึทืŸ. ื˜ืจืึธืฅ ื“ืขื ืคืึทืงื˜ ืึทื– ืื™ืŸ ืึท ื ืึธืจืžืึทืœ ืกื™ื˜ื•ืึทืฆื™ืข, ื“ืขืจ ืกืขืจื•ื•ืขืจ ืงืขื ืขืŸ ืึทืจื‘ืขื˜ ืกื˜ืึทื‘ื™ืœ ืžื™ื˜ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ื–ื›ึผืจื•ืŸ, ืื•ื™ื‘ ืขืก ืงืจืึทืฉื™ื– ืขืก ืงืขืŸ ื ื™ืฉื˜ ืฆื•ืจื™ืงืงืจื™ื’ืŸ ืจืขื›ื˜ ืฆื• OOM. ื“ืขืจ ื‘ืœื•ื™ื– ืœื™ื™ื–ื•ื ื’ ืื™ืš ื’ืขืคื•ื ืขืŸ ืื™ื– ืฆื• ื“ื™ืกื™ื™ื‘ืึทืœ ื“ืึทื˜ืŸ ื–ืึทืžืœื•ื ื’, ื‘ืจืขื ื’ืขืŸ ืึทืจื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ, ืœืึธื–ืŸ ืขืก ืฆื•ืจื™ืงืงืจื™ื’ืŸ ืื•ืŸ ืจืขื‘ืึธืึธื˜ ืžื™ื˜ ื–ืึทืžืœื•ื ื’ ืขื ื™ื™ื‘ืึทืœื“.

ื•ื•ืืจืขืžื˜ ื–ื™ืš

ืืŸ ืื ื“ืขืจ ื ืึทื˜ื•ืจ ืฆื• ื”ืึทืœื˜ืŸ ืื™ืŸ ื–ื™ื ืขืŸ ื‘ืขืฉืึทืก ื•ื•ืึทืจืขื-ืึทืจื•ื™ืฃ ืื™ื– ื“ื™ ืฉื™ื™ื›ื•ืช ืฆื•ื•ื™ืฉืŸ ื ื™ื“ืขืจื™ืง ืคืึธืจืฉื˜ืขืœื•ื ื’ ืื•ืŸ ื”ื•ื™ืš ืžื™ื˜ืœ ืงืึทื ืกืึทืžืฉืึทืŸ ืจืขื›ื˜ ื ืึธืš ื“ื™ ืึธื ื”ื™ื™ื‘. ื‘ืขืฉืึทืก ืขื˜ืœืขื›ืข, ืึธื‘ืขืจ ื ื™ื˜ ืึทืœืข ืกื˜ืึทืจืฅ, ืื™ืš ื‘ืืžืขืจืงื˜ ืึท ืขืจื ืกื˜ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ืงืคึผื• ืื•ืŸ ื–ื›ึผืจื•ืŸ.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ื’ืึทืคึผืก ืื™ืŸ ื–ื›ึผืจื•ืŸ ื‘ืึทื ื™ืฅ ืึธื ื•ื•ื™ื™ึทื–ืŸ ืึทื– ืคึผืจืึธืžืขื˜ื”ืขื•ืก ืงืขืŸ ื ื™ืฉื˜ ืงืึทื ืคื™ื’ื™ืขืจ ืึทืœืข ื–ืึทืžืœื•ื ื’ืขืŸ ืคึฟื•ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘, ืื•ืŸ ืขื˜ืœืขื›ืข ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืื™ื– ืคืึทืจืคืึทืœืŸ.
ืื™ืš ื”ืึธื‘ืŸ ื ื™ื˜ ืคื™ื’ื™ืขืจื“ ื“ื™ ืคึผื™ื ื˜ืœืขืš ืกื™ื‘ื•ืช ืคึฟืึทืจ ื“ื™ ื”ื•ื™ืš ืงืคึผื• ืื•ืŸ ื–ื›ึผืจื•ืŸ ืžืึทืกืข. ืื™ืš ื›ืึธืฉืขื“ ืึทื– ื“ืึธืก ืื™ื– ืจืขื›ื˜ ืฆื• ื“ืขืจ ืฉืึทืคื•ื ื’ ืคื•ืŸ ื ื™ื™ึทืข ืฆื™ื™ื˜ ืกืขืจื™ืข ืื™ืŸ ื“ื™ ืงืึธืคึผ ื‘ืœืึธืง ืžื™ื˜ ืึท ื”ื•ื™ืš ืึธืคื˜ืงื™ื™ึทื˜.

ืงืคึผื• ืžืึทืกืข ืกืขืจื“ื–ืฉื™ื–

ืื™ืŸ ืึทื“ื™ืฉืึทืŸ ืฆื• ื“ื™ ืงืึธืžืคึผืึทืงื˜ื™ืึธื ืก, ื•ื•ืึธืก ืžืึทื›ืŸ ืึท ืคืขืจืœื™ ื”ื•ื™ืš ื™ / ืึธ ืžืึทืกืข, ืื™ืš ื‘ืืžืขืจืงื˜ ืขืจื ืกื˜ ืกืคึผื™ื™ืงืก ืื™ืŸ ืงืคึผื• ืžืึทืกืข ื™ืขื“ืขืจ ืฆื•ื•ื™ื™ ืžื™ื ื•ื˜. ื“ื™ ืคึผืœืึทืฆืŸ ื–ืขื ืขืŸ ืžืขืจ ื•ื•ืขืŸ ื“ื™ ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘ ืœื•ื™ืคืŸ ืื™ื– ื”ื•ื™ืš ืื•ืŸ ื•ื™ืกืงื•ืžืขืŸ ืฆื• ื–ื™ื™ืŸ ื’ืขืคึฟื™ืจื˜ ื“ื•ืจืš ื“ื™ ืžื™ืกื˜ ืงืึทืœืขืงื˜ืขืจ ืคื•ืŸ Go, ืžื™ื˜ ื‘ื™ื™ึท ืžื™ื ื“ืกื˜ืขืจ ืขื˜ืœืขื›ืข ืงืึธืจืขืก ื–ืขื ืขืŸ ื’ืึธืจ ืœืึธื•ื“ื™ื“.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ื“ื™ ื“ื–ืฉืึทืžืคึผืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืึทื–ื•ื™ ื ื™ืฉื˜ื™ืง. ืขืก ืื•ื™ืก ืึทื– ื•ื•ืขืŸ ื“ื™ ืคืึทืœืŸ, ืคึผืจืึธืžืขื˜ื”ืขื•ืก ืก ื™ื ืขืจืœืขืš ืคึผืึธื–ื™ืฆื™ืข ืคื•ื ื˜ ืื•ืŸ ืžืขื˜ืจื™ืงืก ื•ื•ืขืจืŸ ืึทื ืึทื•ื•ื™ื™ืœืึทื‘ืึทืœ, ืงืึธื–ื™ื ื’ ื“ืึทื˜ืŸ ื’ืึทืคึผืก ื‘ืขืฉืึทืก ื“ื™ ื–ืขืœื‘ืข ืฆื™ื™ื˜.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืื™ืจ ืงืขื ื˜ ืื•ื™ืš ื‘ืึทืžืขืจืงืŸ ืึทื– ื“ื™ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ืขืงืกืคึผืึธืจื˜ืขืจ ืคืึทืจืžืึทื›ืŸ ื–ื™ืš ืคึฟืึทืจ ืื™ื™ืŸ ืจื’ืข.

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืžื™ืจ ืงืขื ืขืŸ ื‘ืึทืžืขืจืงืŸ ืงืึธืจืึทืœื™ื™ืฉืึทื ื– ืžื™ื˜ ืžื™ืกื˜ ื–ืึทืžืœื•ื ื’ (GC).

TSDB ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2

ืกืึธืฃ

TSDB ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก 2 ืื™ื– ืฉื ืขืœ, ื˜ื•ื™ื’ืขื•ื•ื“ื™ืง ืคื•ืŸ ื”ืึทื ื“ืœื™ื ื’ ืžื™ืœื™ืึทื ื– ืคื•ืŸ ืฆื™ื™ื˜ ืกืขืจื™ืข ืื•ืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜ ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ืจืขืงืึธืจื“ืก ืคึผืขืจ ืกืขืงื•ื ื“ืข ื ื™ืฆืŸ ื’ืึทื ืฅ ื‘ืึทืฉื™ื™ื“ืŸ ื™ื™ึทื–ื ื•ื•ืึทืจื’. ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ืงืคึผื• ืื•ืŸ ื“ื™ืกืง I / O ืื™ื– ืื•ื™ืš ื™ืžืคึผืจืขืกื™ื•ื•. ืžื™ื™ึทืŸ ื‘ื™ื™ึทืฉืคึผื™ืœ ื’ืขื•ื•ื™ื–ืŸ ืึทืจื•ื™ืฃ ืฆื• 200 ืžืขื˜ืจื™ืงืก ืคึผืขืจ ืกืขืงื•ื ื“ืข ืคึผืขืจ ื”ืึทืจืฅ ื’ืขื•ื•ื™ื™ื ื˜.

ืฆื• ืคึผืœืึทืŸ ื™ืงืกืคึผืึทื ืฉืึทืŸ, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื’ืขื“ืขื ืงืขืŸ ื’ืขื ื•ื’ ืึทืžืึทื•ื ืฅ ืคื•ืŸ ื–ื›ึผืจื•ืŸ, ืื•ืŸ ื“ืึธืก ืžื•ื–ืŸ ื–ื™ื™ืŸ ืคืึทืงื˜ื™ืฉ ื–ื›ึผืจื•ืŸ. ื“ื™ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื’ืขื ื•ืฆื˜ ื–ื™ืงืึธืจืŸ ื•ื•ืึธืก ืื™ืš ื‘ืืžืขืจืงื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ื•ื•ืขื’ืŸ 5 ื’ื™ื’ืื‘ื™ื™ื˜ ืคึผืขืจ 100 ืจืขืงืึธืจื“ืก ืคึผืขืจ ืกืขืงื•ื ื“ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื™ื ืงืึทืžื™ื ื’ ื˜ื™ื™ึทืš, ื•ื•ืึธืก ืฆื•ื–ืึทืžืขืŸ ืžื™ื˜ ื“ื™ ืึธืคึผืขืจื™ื™ื˜ื™ื ื’ ืกื™ืกื˜ืขื ืงืึทืฉ ื’ืขื’ืขื‘ืŸ ื•ื•ืขื’ืŸ 000 ื’ื™ื’ืื‘ื™ื™ื˜ ืคื•ืŸ ืคืึทืจื ื•ืžืขืŸ ื–ื›ึผืจื•ืŸ.

ื“ืึธืš, ืขืก ืื™ื– ื ืึธืš ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืึทืจื‘ืขื˜ ืฆื• ืฆืึทืžืขืŸ ื“ื™ ืงืคึผื• ืื•ืŸ ื“ื™ืกืง ื™ / ืึธ ืกืคึผื™ื™ืงืก, ืื•ืŸ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื—ื™ื“ื•ืฉ, ืงืึทื ืกื™ื“ืขืจื™ื ื’ ื•ื•ื™ ื™ื•ื ื’ TSDB Prometheus 2 ืื™ื– ืงืึทืžืคึผืขืจื“ ืžื™ื˜ InnoDB, TokuDB, RocksDB, WiredTiger, ืึธื‘ืขืจ ื–ื™ื™ ืึทืœืข ื”ืึธื‘ืŸ ืขื ืœืขืš. ืคึผืจืึธื‘ืœืขืžืก ืคืจื™ ืื™ืŸ ื–ื™ื™ืขืจ ืœืขื‘ืŸ ืฆื™ืงืœ.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’