ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื™ืŸ ื“ืขืจ ืกื‘ื™ื‘ื” ืคื•ืŸ SRE / DevOps ืขื ื“ื–ืฉืึทื ื™ืจื–, ืขืก ื•ื•ืขื˜ ื ื™ืฉื˜ ื™ื‘ืขืจืจืึทืฉืŸ ื•ื•ืขืจ ืขืก ื™ื– ืึทื– ืื™ื™ืŸ ื˜ืึธื’ ืึท ืงืœื™ืขื ื˜ (ืึธื“ืขืจ ืึท ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืกื™ืกื˜ืขื) ืื™ื– ืืจื•ื™ืก ืื•ืŸ ืจื™ืคึผืึธืจืฅ ืึทื– "ืึทืœืฅ ืื™ื– ืคืึทืจืคืึทืœืŸ": ื“ื™ ืคึผืœืึทืฅ ื˜ื•ื˜ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ, ืคึผื™ื™ืžืึทื ืฅ ื˜ืึธืŸ ื ื™ื˜ ื’ื™ื™ืŸ ื“ื•ืจืš, ืœืขื‘ืŸ ืื™ื– ืคืึทืจืคื•ื™ืœืŸ. ... ืงื™ื™ืŸ ืขื ื™ืŸ ื•ื•ื™ ืคื™ืœ ืื™ืจ ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ื”ืขืœืคืŸ ืื™ืŸ ืึทื–ืึท ืึท ืกื™ื˜ื•ืึทืฆื™ืข, ืขืก ืงืขืŸ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ืฉื•ื•ืขืจ ืฆื• ื˜ืึธืŸ ื“ืึธืก ืึธืŸ ืึท ืคึผืฉื•ื˜ ืื•ืŸ ืคืึทืจืฉื˜ื™ื™ื™ืง ื’ืขืฆื™ื™ึทื’. ืึธืคื˜ ื“ื™ ืคึผืจืึธื‘ืœืขื ืื™ื– ืคืึทืจื‘ืึธืจื’ืŸ ืื™ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื“ ื–ื™ืš, ืื™ืจ ื ืึธืจ ื“ืึทืจืคึฟืŸ ืฆื• ืœืึธืงืึทืœื™ื–ื™ืจืŸ ืขืก.

ืื•ืŸ ืื™ืŸ ืฆืขืจ ืื•ืŸ ืื™ืŸ ืคืจื™ื™ื“ ...

ืขืก ืื™ื– ืึทื–ื•ื™ ื’ืขืฉืขืŸ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืœืึทื ื’ ืื•ืŸ ื˜ื™ืฃ ื’ืขืคืืœืŸ ืื™ืŸ ืœื™ื‘ืข ืžื™ื˜ ื ื™ื• ืจืขืœื™ืง. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื•ืŸ ื‘ืœื™ื™ื‘ื˜ ืึท ื•ื™ืกื’ืขืฆื™ื™ื›ื ื˜ ื’ืขืฆื™ื™ึทื’ ืคึฟืึทืจ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืึธืจืฉื˜ืขืœื•ื ื’, ืื•ืŸ ืื•ื™ืš ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ื“ื™ ืžื™ืงืจืึธืกืขืจื•ื•ื™ืก ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ (ื ื™ืฆืŸ ื–ื™ื™ึทืŸ ืึทื’ืขื ื˜) ืื•ืŸ ืคื™ืœ, ืคื™ืœ ืžืขืจ. ืื•ืŸ ืึทืœืฅ ืงืขืŸ ื”ืึธื‘ืŸ ื’ืขื•ื•ืขืŸ ื’ืจื•ื™ืก ืื•ื™ื‘ ืขืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคึฟืึทืจ ืขื ื“ืขืจื•ื ื’ืขืŸ ืื™ืŸ ื“ื™ ืคึผืจื™ื™ืกื™ื ื’ ืคึผืึธืœื™ื˜ื™ืง ืคื•ืŸ ื“ื™ ืกืขืจื•ื•ื™ืก: ืขืก ืคึผืจื™ื™ึทื– ืคื•ืŸ ืงืกื ื•ืžืงืก ื™ืึธืจ ื’ืขื•ื•ืืงืกืŸ 3+ ืžืืœ. ืื™ืŸ ืึทื“ื™ืฉืึทืŸ, ื–ื™ื ื˜ ืœืขืฆื˜ืข ื™ืึธืจ, ื‘ืึทืงื•ืžืขืŸ ืึท ืคึผืจืึธืฆืขืก ื—ืฉื‘ื•ืŸ ืจื™ืงื•ื•ื™ื™ืขืจื– ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืžื™ื˜ ืึท ืคึผืขืจื–ืขื ืœืขืš ืคืึทืจื•ื•ืึทืœื˜ืขืจ, ื•ื•ืึธืก ืžืื›ื˜ ืขืก ืฉื•ื•ืขืจ ืฆื• ืคืึธืจืฉื˜ืขืœืŸ ื“ืขื ืคึผืจืึธื“ื•ืงื˜ ืฆื• ืึท ืคึผืึธื˜ืขื ืฆื™ืขืœ ืงื•ื ื”.

ื“ื™ ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš ืกื™ื˜ื•ืึทืฆื™ืข: ื ื™ื• ืจืขืœื™ืง ืื™ื– ื ื™ืฉื˜ ื“ืืจืฃ ืื•ื™ืฃ ืึท "ืฉื˜ืขื ื“ื™ืง ื™ืงืขืจ" ื–ื™ื™ ื’ืขื“ืขื ืงืขืŸ ืขืก ื‘ืœื•ื™ื– ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜ ื•ื•ืขืŸ ืคึผืจืึธื‘ืœืขืžืก ืึธื ื”ื™ื™ื‘ืŸ. ืึธื‘ืขืจ ืื™ืจ ื ืึธืš ื“ืึทืจืคึฟืŸ ืฆื• ืฆืึธืœืŸ ืงืขืกื™ื™ื“ืขืจ (140 ื•ืกื“ ืคึผืขืจ ืกืขืจื•ื•ืขืจ ืคึผืขืจ ื—ื•ื“ืฉ), ืื•ืŸ ืื™ืŸ ืึทืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ืกืงื™ื™ืœื™ื ื’ ื•ื•ืึธืœืงืŸ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ, ื“ื™ ืกืึทืžื– ื–ืขื ืขืŸ ื’ืึทื ืฅ ื’ืจื•ื™ืก. ื›ืึธื˜ืฉ ืขืก ืื™ื– ืึท ืคึผื™ื™ึท-ื•ื•ื™-ืื™ืจ-ื’ื™ื™ืŸ ืึธืคึผืฆื™ืข, ื’ืขื‘ืŸ ื ื™ื• ืจืขืœื™ืง ื•ื•ืขื˜ ื“ืึทืจืคืŸ ืื™ืจ ืฆื• ืจื™ืกื˜ืึทืจื˜ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ื•ื•ืึธืก ืงืขืŸ ืคื™ืจืŸ ืฆื• ื“ื™ ืึธื ื•ื•ืขืจ ืคื•ืŸ ื“ื™ ืคึผืจืึธื‘ืœืขืžืึทื˜ื™ืง ืกื™ื˜ื•ืึทืฆื™ืข ืคึฟืึทืจ ื•ื•ืึธืก ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืกื˜ืึทืจื˜ืขื“. ื ื™ื˜ ืœืึทื ื’ ืฆื•ืจื™ืง, New Relic ื™ื ื˜ืจืึธื•ื“ื•ืกื˜ ืึท ื ื™ื™ึทืข ืฆืึธืœ ืคึผืœืึทืŸ - ืขืกืกืขื ื˜ื™ืึทืœืก, - ื•ื•ืึธืก ื‘ื™ื™ึท ืขืจืฉื˜ืขืจ ื‘ืœื™ืง ืงื•ืงื˜ ื•ื•ื™ ืึท ื’ืœื™ื™ึทืš ืึธืœื˜ืขืจื ืึทื˜ื™ื•ื• ืฆื• ืคึผืจืึทืคืขืฉืึทื ืึทืœ ... ืึธื‘ืขืจ ื‘ื™ื™ ื ืขืขื ื˜ืขืจ ื“ื•ืจื›ืงื•ืง ืขืก ืคืืจืงืขืจื˜ ืื•ื™ืก ืึทื– ืขื˜ืœืขื›ืข ื•ื•ื™ื›ื˜ื™ืง ืคืึทื ื’ืงืฉืึทื ื– ื–ืขื ืขืŸ ืคืขืœื ื“ื™ืง (ืื™ืŸ ื‘ืึทื–ื•ื ื“ืขืจ, ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืฉืœื™ืกืœ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ืงืจื™ื™ึทื– ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ื˜ืจื™ื™ืกื™ื ื’, ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ื˜ืจื™ื™ืกื™ื ื’).

ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื˜ืจืึทื›ื˜ืŸ ื•ื•ืขื’ืŸ ืึท ื˜ืฉื™ืคึผืขืจ ืึธืœื˜ืขืจื ืึทื˜ื™ื•ื•, ืื•ืŸ ืื•ื ื“ื–ืขืจ ื‘ืจื™ืจื” ืื™ื– ื’ืขืคืืœืŸ ืื•ื™ืฃ ืฆื•ื•ื™ื™ ื‘ืึทื“ื™ื ื•ื ื’ืก: Datadog ืื•ืŸ Atatus. ืคืืจื•ื•ืืก ืื•ื™ืฃ ื–ื™ื™?

ื•ื•ืขื’ืŸ ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก

ืœืึธื–ืŸ ืžื™ืจ ื–ืึธื’ืŸ ื’ืœื™ื™ืš ืึทื– ืขืก ื–ืขื ืขืŸ ืื ื“ืขืจืข ืกืึทืœื•ืฉืึทื ื– ืื•ื™ืฃ ื“ื™ ืžืึทืจืง. ืžื™ืจ ืืคื™ืœื• ื‘ืึทื˜ืจืึทื›ื˜ืŸ ืขืคึฟืŸ ืžืงื•ืจ ืึธืคึผืฆื™ืขืก, ืึธื‘ืขืจ ื ื™ื˜ ื™ืขื“ืขืจ ืงืœื™ืขื ื˜ ื”ืื˜ ืคืจื™ื™ ืงืึทืคึผืึทืฆื™ื˜ืขื˜ ืฆื• ื‘ืึทืœืขื‘ืึธืก ื–ื™ืš-ื›ืึธื•ืกื˜ื™ื“ ืกืึทืœื•ืฉืึทื ื– ... - ืื™ืŸ ืึทื“ื™ืฉืึทืŸ, ื–ื™ื™ ื•ื•ืขืœืŸ ื“ืึทืจืคืŸ ื ืึธืš ื•ื™ืฉืึทืœื˜. ื“ื™ ืคึผืึธืจ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืื•ื™ืกื“ืขืจื•ื•ื™ื™ืœื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ื“ื™ ืงืœืึธื•ืกืึทืกื˜ ืฆื• ืื•ื ื“ื–ืขืจ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ:

  • ื’ืขื‘ื•ื™ื˜-ืื™ืŸ ืื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขื“ ืฉื˜ื™ืฆืŸ ืคึฟืึทืจ PHP ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– (ืื•ื ื“ื–ืขืจ ืงืœื™ื™ืึทื ืฅ 'ืกื˜ืึทืง ืื™ื– ื–ื™ื™ืขืจ ื“ื™ื™ื•ื•ืขืจืก, ืึธื‘ืขืจ ื“ืึธืก ืื™ื– ืึท ืงืœืึธืจ ืคื™ืจืขืจ ืื™ืŸ ื“ืขื ืงืึธื ื˜ืขืงืกื˜ ืคื•ืŸ ื–ื•ื›ืŸ ืคึฟืึทืจ ืึทืŸ ืื ื“ืขืจ ื‘ืจื™ืจื” ืฆื• ื ื™ื• ืจืขืœื™ืง);
  • ืึทืคืึธืจื“ืึทื‘ืึทืœ ืคึผืจื™ื™ึทื– (ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ 100 ื•ืกื“ ืคึผืขืจ ื—ื•ื“ืฉ ืคึผืขืจ ื‘ืึทืœืขื‘ืึธืก);
  • ืึธื˜ืึทืžืึทื˜ื™ืง ื™ื ืกื˜ืจืึทืžืขื ื˜ื™ื™ืฉืึทืŸ;
  • ื™ื ื˜ืึทื’ืจื™ื™ืฉืึทืŸ ืžื™ื˜ Kubernetes;
  • ื“ื™ ืขื ืœืขื›ืงื™ื™ื˜ ืฆื• ื“ื™ ื ื™ื• ืจืขืœื™ืง ืฆื•ื‘ื™ื ื“ ืื™ื– ืึท ื‘ืืžืขืจืงื˜ ืคึผืœื•ืก (ื•ื•ื™ื™ึทืœ ืื•ื ื“ื–ืขืจ ืขื ื“ื–ืฉืึทื ื™ืจื– ื–ืขื ืขืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืฆื• ืื™ื).

ื“ืขืจื™ื‘ืขืจ, ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ ืกืขืœืขืงืฆื™ืข ื‘ื™ื ืข, ืžื™ืจ ื™ืœื™ืžืึทื ื™ื™ื˜ืึทื“ ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ืคืึธืœืงืก ืกืึทืœื•ืฉืึทื ื–, ืื•ืŸ ืกืคึผืขืฆื™ืขืœ:

  • ื˜ื™ื“ืขื•ื•ื™ื™ึทืก, ืึทืคึผืคึผื“ื™ื ืึทืžื™ืงืก ืื•ืŸ ื“ื™ื ืึทื˜ืจืึทืกืข - ืคึฟืึทืจ ืคึผืจื™ื™ึทื–;
  • Stackify ืื™ื– ืืคื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ื“ื™ ืจื•ืกื™ืฉืข ืคืขื“ืขืจื™ื™ืฉืึทืŸ ืื•ืŸ ื•ื•ื™ื™ึทื–ืŸ ืฆื• ืงืœื™ื™ืŸ ื“ืึทื˜ืŸ.

ื“ื™ ืจืขืฉื˜ ืคื•ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ ืื™ื– ืกื˜ืจืึทืงื˜ืฉืขืจื“ ืื™ืŸ ืึทื–ืึท ืึท ื•ื•ืขื’ ืึทื– ื“ื™ ืกืึทืœื•ืฉืึทื ื– ืื™ืŸ ืงืฉื™ื ื•ื•ืขื˜ ืขืจืฉื˜ืขืจ ื–ื™ื™ืŸ ื‘ืขืงื™ืฆืขืจ ื“ืขืจืœืื ื’ื˜, ื“ืขืจื ืึธืš ืื™ืš ื•ื•ืขืœ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ืื•ื ื“ื–ืขืจ ื˜ื™ืคึผื™ืฉ ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ืžื™ื˜ New Relic ืื•ืŸ ื“ืขืจืคืึทืจื•ื ื’ / ื™ืžืคึผืจืขืกืกื™ืึธื ืก ืคื•ืŸ ื“ื•ืจื›ืคื™ืจืŸ ืขื ืœืขืš ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืื™ืŸ ืื ื“ืขืจืข ื‘ืึทื“ื™ื ื•ื ื’ืก.

ืคึผืจืขื–ืขื ื˜ื™ืจื•ื ื’ ืคื•ืŸ ืื•ื™ืกื’ืขืงืœื™ื‘ืŸ ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus
ืื•ื™ืฃ New ืจืขืœื™ืง, ืžื™ืกื˜ืึธืžืข ืึทืœืขืžืขืŸ ื”ืื˜ ื’ืขื”ืขืจื˜? ื“ืขืจ ื“ื™ื ืกื˜ ืื ื’ืขื”ื•ื™ื‘ืŸ ื–ื™ื™ึทืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืžืขืจ ื•ื•ื™ 10 ื™ืืจ ืฆื•ืจื™ืง, ืื™ืŸ 2008. ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืึทืงื˜ื™ื•ื•ืœื™ ื ื™ืฆืŸ ืขืก ื–ื™ื ื˜ 2012 ืื•ืŸ ื”ืึธื‘ืŸ ืงื™ื™ืŸ ืคืจืื‘ืœืขืžืขืŸ ืžื™ื˜ ื™ื ื˜ืึทื’ืจื™ื™ื˜ื™ื ื’ ืึท ื˜ืึทืงืข ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ PHP, Ruby ืื•ืŸ Python, ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืื•ื™ืš ื“ืขืจืคืึทืจื•ื ื’ ื™ื ื˜ืึทื’ืจื™ื™ื˜ื™ื ื’ ืžื™ื˜ C # ืื•ืŸ Go. ื“ื™ ืžื—ื‘ืจื™ื ืคื•ืŸ ื“ื™ ืกืขืจื•ื•ื™ืก ื”ืึธื‘ืŸ ืกืึทืœื•ืฉืึทื ื– ืคึฟืึทืจ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–, ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ, ื˜ืจื™ื™ืกื™ื ื’ ืžื™ืงืจืึธืกืขืจื•ื•ื™ืก ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ, ื‘ืืฉืืคืŸ ื‘ืึทืงื•ื•ืขื ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืคึฟืึทืจ ื‘ืึทื ื™ืฆืขืจ ื“ืขื•ื•ื™ืกืขืก ืื•ืŸ ืคื™ืœ ืžืขืจ.

ืึธื‘ืขืจ, ื“ื™ ื ื™ื• ืจืขืœื™ืง ืึทื’ืขื ื˜ ืœื•ื™ืคื˜ ืื•ื™ืฃ ืคึผืจืึทืคึผืจื™ื™ืึทื˜ืขืจื™ ืคึผืจืึธื˜ืึธืงืึธืœืก ืื•ืŸ ืฉื˜ื™ืฆื˜ ื ื™ืฉื˜ ืึธืคึผืขื ื˜ืจืึทืกื™ื ื’. ืึทื•ื•ืึทื ืกื™ืจื˜ืข ื™ื ืกื˜ืจืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืจื™ืงื•ื•ื™ื™ืขืจื– ืขื“ื™ืฅ ืกืคึผืึทืกื™ืคื™ืงืœื™ ืคึฟืึทืจ ื ื™ื• ืจืขืœื™ืง. ืฆื•ื ืกื•ืฃ, Kubernetes ืฉื˜ื™ืฆืŸ ืื™ื– ื ืึธืš ื™ืงืกืคึผืขืจืžืขื ืึทืœ.

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus
ืกื˜ืึทืจื˜ืขื“ ื–ื™ื™ึทืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืื™ืŸ 2010 ื“ืึทื˜ืึทื“ืึธื’ ืงื•ืงื˜ ื ืึธื•ื˜ื™ืกืึทื‘ืœื™ ืžืขืจ ื˜ืฉื™ืงืึทื•ื•ืข ื•ื•ื™ New Relic ืคึผื•ื ืงื˜ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื ื•ืฆืŸ ืื™ืŸ Kubernetes ื™ื ื•ื•ื™ื™ืจืึทื ืžืึทื ืฅ. ืื™ืŸ ื‘ืึทื–ื•ื ื“ืขืจ, ืขืก ืฉื˜ื™ืฆื˜ ื™ื ื˜ืึทื’ืจื™ื™ืฉืึทืŸ ืžื™ื˜ NGINX Ingress, ืงืœืึธืฅ ื–ืึทืžืœื•ื ื’, ืกื˜ืึทืฅื“ ืื•ืŸ ืึธืคึผืขื ื˜ืจืึทืกื™ื ื’ ืคึผืจืึธื˜ืึธืงืึธืœืก, ื•ื•ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืฉืคึผื•ืจ ืึท ื‘ืึทื ื™ืฆืขืจ ื‘ืขื˜ืŸ ืคึฟื•ืŸ ื“ืขื ืžืึธืžืขื ื˜ ืขืก ืื™ื– ืงืึธื ื ืขืงื˜ืขื“ ืฆื• ืงืึทืžืคึผืœื™ืฉืึทืŸ, ืื•ืŸ ื’ืขืคึฟื™ื ืขืŸ ืœืึธื’ืก ืคึฟืึทืจ ื“ืขื ื‘ืขื˜ืŸ (ื‘ื™ื™ื“ืข ืื•ื™ืฃ ื“ื™ ื•ื•ืขื‘ ืกืขืจื•ื•ืขืจ ื–ื™ื™ึทื˜). ืื•ืŸ ืื•ื™ืฃ ื“ื™ ืงืึธื ืกื•ืžืขืจ ืก).

ื•ื•ืขืŸ ืžื™ืจ ื ื•ืฆืŸ Datadog, ืžื™ืจ ื’ืขืคึผืœืึธื ื˜ืขืจื˜ ืึทื– ืขืก ืžืืœ ื’ืขื‘ื•ื™ื˜ ื“ื™ ืžื™ืงืจืึธืกืขืจื•ื•ื™ืก ืžืึทืคึผืข ืคืึทืœืฉ ืื•ืŸ ืขื˜ืœืขื›ืข ื˜ืขื›ื ื™ืฉ ืฉืึธืจื˜ืงืึธืžื™ื ื’ืก. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืขืก ืžื™ืกื™ื“ืขื ื˜ื™ืคื™ืขื“ ื“ื™ ื“ื™ื ืกื˜ ื˜ื™ืคึผ (ืžื™ืกื˜ืึทืงื™ื ื’ Django ืคึฟืึทืจ ืึท ืงืึทื˜ืฉื™ื ื’ ื“ื™ื ืกื˜) ืื•ืŸ ื’ืขืคึฟื™ืจื˜ 500 ืขืจืจืึธืจืก ืื™ืŸ ืึท PHP ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื ื™ืฆืŸ ื“ื™ ืคืึธืœืงืก ืคึผืจืขื“ื™ืก ื‘ื™ื‘ืœื™ืึธื˜ืขืง.

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus
ืึทื˜ืึทื˜ื•ืก โ€” ื“ืขืจ ื™ื™ื ื’ืกื˜ืขืจ ืื™ื ืกื˜ืจื•ืžืขื ื˜; ื“ื™ ื“ื™ื ืกื˜ ืื™ื– ืœืึธื ื˜ืฉื˜ ืื™ืŸ 2014. ื–ื™ื™ึทืŸ ืคึฟืึทืจืงื•ื™ืฃ ื‘ื•ื“ื–ืฉืขื˜ ืื™ื– ืงืœืืจ ืขืจื’ืขืจ ืฆื• ื“ื™ ืœื™ืกื˜ืขื“ ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก, ื“ืขืจืžืึธื ื•ื ื’ืขืŸ ื–ืขื ืขืŸ ืคื™ืœ ื•ื•ื™ื™ื ื™ืงืขืจ ืคึผืจืึธืกื˜. ืึธื‘ืขืจ, ื“ื™ ื’ืขืฆื™ื™ึทื’ ื–ื™ืš ืื™ื– ื–ื™ื™ืขืจ ืขื ืœืขืš ืฆื• New Relic, ื ื™ื˜ ื‘ืœื•ื™ื– ืื™ืŸ ื–ื™ื™ึทืŸ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– (ืึทืคึผื, ื‘ืจืึทื•ื–ืขืจ ืžืึธื ื™ื˜ืึธืจื™ื ื’, ืืื–"ื• ื•), ืึธื‘ืขืจ ืื•ื™ืš ืื™ืŸ ืื•ื™ืกื–ืขืŸ.

ื ื‘ืึทื˜ื™ื™ื˜ื™ืง ืฉื˜ืขืจื•ื ื’ ืื™ื– ืึทื– ืขืก ืฉื˜ื™ืฆื˜ ื‘ืœื•ื™ื– Node.js ืื•ืŸ PHP. ืื•ื™ืฃ ื“ื™ ืื ื“ืขืจืข ื”ืึทื ื˜, ืขืก ืื™ื– ื™ืžืคึผืœืึทืžืขื ืึทื“ ื ืึธื•ื˜ื™ืกืึทื‘ืœื™ ื‘ืขืกืขืจ ื•ื•ื™ Datadog. ื ื™ื˜ ืขื ืœืขืš ื“ื™ ื™ืขื ืขืจ, Atatus ื˜ื•ื˜ ื ื™ืฉื˜ ื“ืึทืจืคืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืฆื• ืžืึทื›ืŸ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธื ืก ืึธื“ืขืจ ืœื™ื™ื’ืŸ ื ืึธืš ืœืึทื‘ืขืœืก ืฆื• ื“ื™ ืงืึธื“.

ื•ื•ื™ ืžื™ืจ ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ New Relic

ืื™ืฆื˜ ืœืึธื–ืŸ ืื•ื ื“ื– ืจืขื›ืขื ืขืŸ ืื•ื™ืก ื•ื•ื™ ืžื™ืจ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ื ื•ืฆืŸ New Relic. ื–ืืœ ืก ื–ืึธื’ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคึผืจืึธื‘ืœืขื ื•ื•ืึธืก ื“ืึทืจืฃ ืึท ืœื™ื™ื–ื•ื ื’:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืขืก ืื™ื– ื’ืจื™ื ื’ ืฆื• ื–ืขืŸ ืื•ื™ืฃ ื“ื™ ื’ืจืึทืคื™ืง ืฉืคึผืจื™ืฆืŸ - ืœืึธืžื™ืจ ืขืก ืึทื ืึทืœื™ื™ื–. ืื™ืŸ ื ื™ื• ืจืขืœื™ืง, ื•ื•ืขื‘ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื’ืœื™ื™ืš ืื•ื™ืกื’ืขืงืœื™ื‘ืŸ ืคึฟืึทืจ ืึท ื•ื•ืขื‘ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ืึทืœืข ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ื–ืขื ืขืŸ ืื ื’ืขื•ื•ื™ื–ืŸ ืื™ืŸ ื“ื™ ืคืึธืจืฉื˜ืขืœื•ื ื’ ื’ืจืึทืคื™ืง, ืขืก ื–ืขื ืขืŸ ื˜ืขื•ืช-ืงื•ืจืก, ื‘ืขื˜ืŸ-ืงื•ืจืก ืคึผืึทื ืึทืœื– ... ื•ื•ืึธืก ืื™ื– ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ืื™ื– ืึทื– ื’ืœื™ื™ึทืš ืคึฟื•ืŸ ื“ื™ ืคึผืึทื ืึทืœื– ืื™ืจ ืงืขื ืขืŸ ืžืึทืš ืฆื•ื•ื™ืฉืŸ ืคืึทืจืฉื™ื“ืขื ืข ืคึผืึทื ืึทืœื–. ืคึผืึทืจืฅ ืคื•ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ (ืœืžืฉืœ, ืงืœื™ืงื™ื ื’ ืื•ื™ืฃ MySQL ื•ื•ืขื˜ ืคื™ืจืŸ ืฆื• ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืึธืคึผื˜ื™ื™ืœื•ื ื’).

ื–ื™ื ื˜ ืื™ืŸ ื“ืขื ื‘ื™ื™ึทืฉืคึผื™ืœ ืื•ื ื˜ืขืจ ื‘ืึทื˜ืจืึทื›ื˜ื•ื ื’ ืžื™ืจ ื–ืขืŸ ืึท ืกืขืจื“ื–ืฉ ืื™ืŸ ื˜ืขื˜ื™ืงื™ื™ื˜ PHP, ื“ืจื™ืงื˜ ืื•ื™ืฃ ื“ืขื ื˜ืฉืึทืจื˜ ืื•ืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื’ื™ื™ืŸ ืฆื• ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื“ื™ ืจืฉื™ืžื” ืคื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ื•ื•ืึธืก ื–ืขื ืขืŸ ื™ืกืขื ืฉืึทืœื™ ืงืึทื ื˜ืจืึธื•ืœืขืจื– ืคึฟื•ืŸ ื“ื™ MVC ืžืึธื“ืขืœ, ืื™ื– ืฉื•ื™ืŸ ืื•ื™ืกื’ืขืฉื˜ืขืœื˜ ื“ื•ืจืš ืจื•ื‘ึฟ ืฆื™ื™ื˜ ืงืึทื ืกื•ืžื™ื ื’, ื•ื•ืึธืก ืื™ื– ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื: ืžื™ืจ ืžื™ื“ ื–ืขืŸ ื•ื•ืึธืก ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื˜ื•ื˜. ื“ืึธ ื–ืขื ืขืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ืœืึทื ื’ ืงื•ื•ื™ืจื™ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื’ืขื–ืืžืœื˜ ื“ื•ืจืš New Relic. ื“ื•ืจืš ืกื•ื•ื™ื˜ืฉื™ื ื’ ืกืึธืจื˜ื™ื ื’, ืขืก ืื™ื– ื’ืจื™ื ื’ ืฆื• ื’ืขืคึฟื™ื ืขืŸ:

  • ื“ื™ ืžืขืจืกื˜ ืœืึธื•ื“ื™ื“ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื ื˜ืจืึธืœืœืขืจ;
  • ืจื•ื‘ึฟ ืึธืคื˜ ื’ืขื‘ืขื˜ืŸ ืงืึธื ื˜ืจืึธืœืœืขืจ;
  • ื“ื™ ืกืœืึธื•ืึทืกื˜ ืคื•ืŸ ื“ื™ ืงืึทื ื˜ืจืึธื•ืœืขืจื–.

ืื™ืŸ ืึทื“ื™ืฉืึทืŸ, ืื™ืจ ืงืขื ืขืŸ ื™ืงืกืคึผืึทื ื“ ื™ืขื“ืขืจ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื•ืŸ ื–ืขืŸ ื•ื•ืึธืก ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ื˜ืืŸ ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜ ื•ื•ืขืŸ ื“ื™ ืงืึธื“ ืื™ื– ืขืงืกืึทืงื™ื•ื˜ืึทื“:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืฆื•ื ืกื•ืฃ, ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืกื˜ืึธืจื– ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ื˜ืจืึทืกืขืก ืคื•ืŸ ืœืึทื ื’ ืจื™ืงื•ื•ืขืก (ื“ื™ ื•ื•ืึธืก ื ืขืžืขืŸ ืžืขืจ ื•ื•ื™ 2 ืกืขืงื•ื ื“ืขืก). ื“ืึธ ืื™ื– ื“ื™ ื˜ืึทืคืœื™ืข ืคึฟืึทืจ ืึท ืœืึทื ื’ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืžืขืŸ ืงืขืŸ ื–ืขืŸ ืื– ืฆื•ื•ื™ื™ ืžืขื˜ืื“ืŸ ื ืขืžืขืŸ ืืกืืš ืฆื™ื™ื˜, ืื•ืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ืขืจ ืฆื™ื™ื˜ ื“ื™ ืฆื™ื™ื˜ ื•ื•ืขืŸ ื“ื™ ืคืืจืœืื ื’ ืื™ื– ื“ื•ืจื›ื’ืขืคื™ืจื˜ ื’ืขื•ื•ืืจืŸ, ื•ื•ืขืจืŸ ืื•ื™ืš ื’ืขื•ื•ื™ื–ืŸ ืื™ืจ URI ืื•ืŸ ืคืขืœื“. ื–ื™ื™ืขืจ ืึธืคื˜ ื“ืึธืก ื”ืขืœืคึผืก ืฆื• ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ื‘ืงืฉื” ืื™ืŸ ื“ื™ ืœืึธื’ืก. ื’ื™ื™ืŸ ืฆื• ืฉืคึผื•ืจ ืคืจื˜ื™ื, ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ื• ื“ื™ ืžืขื˜ื”ืึธื“ืก ื–ืขื ืขืŸ ื’ืขืจื•ืคึฟืŸ:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื•ืŸ ืื™ืŸ ื“ืึทื˜ืึทื‘ืึทืกืข ืงื•ื•ื™ืจื™ื– - ืึธืคึผืฉืึทืฆืŸ ืคึฟืจืื’ืŸ ืฆื• ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ืขืงืกืึทืงื™ื•ื˜ืึทื“ ื‘ืฉืขืช ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ืคืœื™ืกื ื“ื™ืง:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืึทืจืžื“ ืžื™ื˜ ื“ืขื ื•ื•ื™ืกืŸ, ืžื™ืจ ืงืขื ืขืŸ ืึธืคึผืฉืึทืฆืŸ ื•ื•ืึธืก ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืกืœืึธื•ื“ ืึทืจืึธืคึผ ืื•ืŸ ืึทืจื‘ืขื˜ ืžื™ื˜ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืึท ืกื˜ืจืึทื˜ืขื’ื™ืข ืฆื• ืกืึธืœื•ื•ืข ื“ืขื ืคึผืจืึธื‘ืœืขื. ืื™ืŸ ืคืึทืงื˜, ื ื™ื• ืจืขืœื™ืง ื’ื™ื˜ ื ื™ื˜ ืฉื˜ืขื ื“ื™ืง ืึท ืงืœืึธืจ ื‘ื™ืœื“, ืึธื‘ืขืจ ืขืก ื”ืขืœืคึผืก ืฆื• ืงืœื™ื™ึทื‘ืŸ ื“ื™ ื•ื•ืขืงื˜ืึธืจ ืคื•ืŸ ื•ื™ืกืคืึธืจืฉื•ื ื’:

  • ืœืึทื ื’ PDO::Construct ื’ืขืคื™ืจื˜ ืื•ื ื“ื– ืฆื• ื“ื™ ืžืึธื“ื ืข ืคืึทื ื’ืงืฉืึทื ื™ื ื’ ืคื•ืŸ ืคึผื’ืคึผืึธืœืœ;
  • ื™ื ืกื˜ืึทื‘ื™ืœื™ื˜ื™ ืื™ื‘ืขืจ ืฆื™ื™ึทื˜ Memcache::Get ืกืึทื’ื“ื–ืฉืขืกื˜ื™ื“ ืึทื– ื“ื™ ื•ื•ื™ืจื˜ื•ืึทืœ ืžืึทืฉื™ืŸ ืื™ื– ืงืึทื ืคื™ื’ื™ืขืจื“ ืคืึทืœืฉ;
  • ืึท ืกืึทืกืคึผื™ืฉืึทืกืœื™ ื’ืขื•ื•ืืงืกืŸ ืฆื™ื™ื˜ ืคึฟืึทืจ ืžื•ืกื˜ืขืจ ืคึผืจืึทืกืขืกื™ื ื’ ื’ืขืคื™ืจื˜ ืฆื• ืึท ื ืขืกื˜ืขื“ ืฉืœื™ื™ืฃ ืงืึธื ื˜ืจืึธืœื™ืจื•ื ื’ ื“ื™ ื‘ื™ื™ึทื–ื™ื™ึทืŸ ืคื•ืŸ 500 ืึทื•ื•ืึทื˜ืึทืจืก ืื™ืŸ ื“ื™ ื›ื™ื™ืคืขืฅ ืกื˜ืึธืจื™ื“ื–ืฉ;
  • ืขื˜ืง ...

ืขืก ืื•ื™ืš ื›ืึทืคึผืึทื ื– ืึทื– ืึทื ืฉื˜ืึธื˜ ืคื•ืŸ ืขืงืกืึทืงื™ื•ื˜ื™ื ื’ ืงืึธื“, ืขืคึผืขืก ืฉื™ื™ึทื›ื•ืช ืฆื• ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื“ืึทื˜ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ื•ื•ืืงืกื˜ ืื•ื™ืฃ ื“ื™ ื”ื•ื™ืคึผื˜ ืคืึทืจืฉื˜ืขืœืŸ - ืื•ืŸ ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ ื•ื•ืึธืก ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ: Redis ืึธื“ืขืจ PostgreSQL - ื–ื™ื™ ื–ืขื ืขืŸ ืึทืœืข ืคืึทืจื‘ืึธืจื’ืŸ ืื™ืŸ ื“ื™ ืงื•ื•ื™ื˜ืœ ื“ืึทื˜ืึทื‘ืึทืกืขืก.

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื™ืจ ืงืขื ืขืŸ ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ ืึท ืกืคึผืขืฆื™ืคื™ืฉ ื‘ืึทื–ืข ืคึฟืึทืจ ืคืึธืจืฉื•ื ื’ ืื•ืŸ ืกืึธืจื˜ ืงื•ื•ื™ืจื™ื– - ืขื ืœืขืš ืฆื• ื•ื•ื™ ืขืก ืื™ื– ื’ืขื˜ืืŸ ืื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธื ืก. ืื•ืŸ ื“ื•ืจืš ื’ื™ื™ืŸ ืฆื• ื“ื™ ื‘ืขื˜ืŸ ืงื•ื•ื™ื˜ืœ, ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ื™ ืคื™ืœืข ืžืึธืœ ื“ืขื ื‘ืขื˜ืŸ ืึทืงืขืจื– ืื™ืŸ ื™ืขื“ืขืจ ืคื•ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึทื ื˜ืจืึธื•ืœืขืจื–, ืื•ืŸ ืื•ื™ืš ืึธืคึผืฉืึทืฆืŸ ื•ื•ื™ ืึธืคื˜ ืขืก ืื™ื– ื’ืขืจื•ืคืŸ. ืขืก ืื™ื– ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื“ืขืจ ืงื•ื•ื™ื˜ืœ ื›ึผื•ืœืœ ืขื ืœืขืš ื“ืึทื˜ืŸ ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื‘ืึทื“ื™ื ื•ื ื’ืก, ื•ื•ืึธืก ื›ื™ื™ื“ื– ืจื™ืงื•ื•ืขืก ืฆื• ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื”ื˜ื˜ืคึผ ื‘ืึทื“ื™ื ื•ื ื’ืก, ืึทื–ืึท ื•ื•ื™ ืึทืงืกืขืกื™ื ื’ ืึทื‘ื“ื–ืฉืขืงืฅ ืกื˜ืึธืจื™ื“ื–ืฉ, ืฉื™ืงืŸ ื’ืขืฉืขืขื ื™ืฉืŸ ืฆื• ื•ื•ืขื›ื˜ืขืจ, ืึธื“ืขืจ ื“ื™ ื•ื•ื™. ื“ืขืจ ืื™ื ื”ืึทืœื˜ ืคื•ืŸ ื“ื™ ืงื•ื•ื™ื˜ืœ ืื™ื– ื’ืึธืจ ืขื ืœืขืš ืฆื• ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก: ืึทืคึผืขืจื˜ื•ื ืึทื˜ื™ื– ืื•ืŸ ื™ืžืคึผืจืขืกืกื™ืึธื ืก

ืื™ืฆื˜ ื“ื™ ืžืขืจืกื˜ ื˜ืฉื™ืงืึทื•ื•ืข ื–ืึทืš ืื™ื– ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื“ื™ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ New Relic ืžื™ื˜ ื•ื•ืึธืก ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก ืคืึธืจืฉืœืึธื’ืŸ. ืฆื•ื ื‘ืึทื“ื•ื™ืขืจืŸ, ืžื™ืจ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื‘ื™ื›ื•ืœืช ืฆื• ืคึผืจื•ื‘ื™ืจืŸ ืึทืœืข ื“ืจื™ื™ ืžื›ืฉื™ืจื™ื ืื•ื™ืฃ ืื™ื™ืŸ ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ืื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืœื™ืกื ื“ื™ืง ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข. ืึธื‘ืขืจ, ืžื™ืจ ื’ืขืคืจื•ื•ื•ื˜ ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก / ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทื ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ื•ื•ื™ ื™ื™ื“ืขื ื™ืงืึทืœ ื•ื•ื™ ืžืขื’ืœืขืš.

1. ื“ืึทื˜ืึทื“ืึธื’

Datadog ื‘ืึทื’ืจื™ืกืŸ ืื•ื ื“ื– ืžื™ื˜ ืึท ื˜ืึทืคืœื™ืข ืžื™ื˜ ืึท ื•ื•ืึทื ื˜ ืคื•ืŸ ื‘ืึทื“ื™ื ื•ื ื’ืก:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืขืก ืคืจื•ื•ื•ื˜ ืฆื• ื‘ืจืขื›ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ / ืžื™ืงืจืึธ ื‘ืึทื“ื™ื ื•ื ื’ืก, ืึทื–ื•ื™ ืื™ืŸ ื“ื™ ื‘ื™ื™ืฉืคึผื™ืœ Django ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืžื™ืจ ื•ื•ืขืœืŸ ื–ืขืŸ 2 ืงืึทื ืขืงืฉืึทื ื– ืฆื• PostgreSQL (defaultdb ะธ postgres), ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ืกืขืœื“ืขืจื™ื™, ืจืขื“ื™ืก. ืืจื‘ืขื˜ืŸ ืžื™ื˜ Datadog ืจื™ืงื•ื•ื™ื™ืขืจื– ืื™ืจ ืฆื• ื”ืึธื‘ืŸ ืžื™ื ื™ืžืึทืœ ื•ื•ื™ืกืŸ ืคื•ืŸ MVC ืคึผืจื™ื ืกืึทืคึผืึทืœื–: ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ื• ื‘ืึทื ื™ืฆืขืจ ืจื™ืงื•ื•ืขืก ื‘ื›ืœืœ ืงื•ืžืขืŸ ืคึฟื•ืŸ. ื“ืืก ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ื”ืขืœืคื˜ ืกืขืจื•ื•ื™ืก ืžืึทืคึผืข:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, ืขืก ืื™ื– ืขืคึผืขืก ืขื ืœืขืš ืื™ืŸ New Relic:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

... ืื•ืŸ ื–ื™ื™ืขืจ ืžืึทืคึผืข, ืื™ืŸ ืžื™ื™ืŸ ืžื™ื™ื ื•ื ื’, ืื™ื– ื’ืขืžืื›ื˜ ืกื™ืžืคึผืœืขืจ ืื•ืŸ ืงืœื™ืจืขืจ: ืขืก ืงืขืŸ ื ื™ืฉื˜ ื•ื•ื™ื™ึทื–ืŸ ื“ื™ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืคื•ืŸ ืื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ (ื•ื•ืึธืก ื•ื•ืึธืœื˜ ืžืึทื›ืŸ ืขืก ืึธื•ื•ื•ืขืจื“ื™ ื“ื™ื˜ื™ื™ืœื“, ื•ื•ื™ ืื™ืŸ ื“ืขื ืคืึทืœ ืคื•ืŸ Datadog), ืึธื‘ืขืจ ื‘ืœื•ื™ื– ืกืคึผืขืฆื™ืคื™ืฉ ื‘ืึทื“ื™ื ื•ื ื’ืก ืึธื“ืขืจ ืžื™ืงืจืึธ ื‘ืึทื“ื™ื ื•ื ื’ืก.

ืœืึธืžื™ืจ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฆื• Datadog: ืคึฟื•ืŸ ื“ื™ ืกืขืจื•ื•ื™ืก ืžืึทืคึผืข ืžื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ืึทื– ื‘ืึทื ื™ืฆืขืจ ืจื™ืงื•ื•ืขืก ืงื•ืžืขืŸ ืฆื• Django. ืœืึธืžื™ืจ ื’ื™ื™ืŸ ืฆื• ื“ื™ Django ื“ื™ื ืกื˜ ืื•ืŸ ืœืขืกืึธืฃ ื–ืขืŸ ื•ื•ืึธืก ืžื™ืจ ื“ืขืจื•ื•ืึทืจื˜:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืฆื•ื ื‘ืึทื“ื•ื™ืขืจืŸ, ืขืก ืื™ื– ืงื™ื™ืŸ ื’ืจืึทืคื™ืง ื“ืึธ ื“ื•ืจืš ืคืขืœื™ืงื™ื™ึทื˜ ื•ื•ืขื‘ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฆื™ื™ื˜, ืขื ืœืขืš ืฆื• ื•ื•ืึธืก ืžื™ืจ ื–ืขืŸ ืื•ื™ืฃ ื“ื™ ื”ื•ื™ืคึผื˜ New Relic ื˜ืึทืคืœื™ืข. ืึธื‘ืขืจ, ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืงืึทื ืคื™ื’ื™ืขืจื“ ืื™ืŸ ืคึผืœืึทืฅ ืคื•ืŸ ื“ื™ ืคึผืœืึทืŸ % ืคื•ืŸ ืฆื™ื™ื˜ ืคืืจื‘ืจืื›ื˜. ืขืก ืื™ื– ื’ืขื ื•ื’ ืฆื• ื‘ืึทืฉื˜ื™ืžืขืŸ ืขืก ืฆื• ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืฆื™ื™ื˜ ืคึผืขืจ ื‘ืงืฉื” ืœื•ื™ื˜ ื˜ื™ืคึผ... ืื•ืŸ ืื™ืฆื˜ ื“ื™ ื‘ืึทืงืึทื ื˜ ื’ืจืึทืคื™ืง ืื™ื– ืงื•ืงืŸ ื‘ื™ื™ึท ืื•ื ื“ื–!

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืคืืจื•ื•ืืก Datadog ืื•ื™ืกื“ืขืจื•ื•ื™ื™ืœื˜ ืึท ืึทื ื“ืขืจืฉ ื˜ืฉืึทืจื˜ ืื™ื– ืึท ืžื™ืกื˜ืขืจื™ืข ืคึฟืึทืจ ืื•ื ื“ื–. ืืŸ ืื ื“ืขืจ ืคืจืึทืกื˜ืจื™ื™ื˜ื™ื ื’ ื–ืึทืš ืื™ื– ืึทื– ื“ื™ ืกื™ืกื˜ืขื ืงืขืŸ ื ื™ืฉื˜ ื’ืขื“ืขื ืงืขืŸ ื“ื™ ื‘ืจื™ืจื” ืคื•ืŸ ื“ื™ ื‘ืึทื ื™ืฆืขืจ (ื ื™ื˜ ืขื ืœืขืš ื‘ื™ื™ื“ืข ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก), ืื•ืŸ ื“ืขืจ ื‘ืœื•ื™ื– ืœื™ื™ื–ื•ื ื’ ืื™ื– ืฆื• ืฉืึทืคึฟืŸ ืžื ื”ื’ ืคึผืึทื ืึทืœื–.

ืึธื‘ืขืจ ืื™ืš ืื™ื– ื’ืขื•ื•ืขืŸ ืฆื•ืคืจื™ื“ืŸ ืžื™ื˜ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืื™ืŸ Datadog ืฆื• ื‘ืึทืฉื˜ื™ืžืขืŸ ืคื•ืŸ ื“ื™ ื’ืจืึทืคืก ืฆื• ื“ื™ ืžืขื˜ืจื™ืงืก ืคื•ืŸ ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ืกืขืจื•ื•ืขืจืก, ืœื™ื™ืขื ืขืŸ ื“ื™ ืœืึธื’ืก ืื•ืŸ ืึธืคึผืฉืึทืฆืŸ ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ื•ื•ืขื‘ ืกืขืจื•ื•ืขืจ ื”ืึทื ื“ืœืขืจืก (Gunicorn). ืึทืœืฅ ืื™ื– ื›ึผืžืขื˜ ื“ื™ ื–ืขืœื‘ืข ื•ื•ื™ ืื™ืŸ ื ื™ื• ืจืขืœื™ืง ... ืื•ืŸ ืืคื™ืœื• ืึท ื‘ื™ืกืœ ืžืขืจ (ืœืึธื’ืก)!

ื•ื ื˜ืขืจ ื“ื™ ื’ืจืึทืคืก ื–ืขื ืขืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื’ืึธืจ ืขื ืœืขืš ืฆื• New Relic:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื™ืŸ Datadog, ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื’ืขืจื•ืคึฟืŸ ืจืขืกื•ืจืกืŸ. ืื™ืจ ืงืขื ืขืŸ ืกืึธืจื˜ ืงืึทื ื˜ืจืึธื•ืœืขืจื– ืœื•ื™ื˜ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืจื™ืงื•ื•ืขืก, ื“ื•ืจืš ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืื•ืŸ ื“ื™ ืžืึทืงืกื™ืžื•ื ืฆื™ื™ื˜ ืคืืจื‘ืจืื›ื˜ ืคึฟืึทืจ ืึท ืื•ื™ืกื’ืขืงืœื™ื‘ืŸ ืฆื™ื™ื˜.

ืื™ืจ ืงืขื ืขืŸ ื™ืงืกืคึผืึทื ื“ ื“ื™ ืžื™ื˜ืœ ืื•ืŸ ื–ืขืŸ ืึทืœืฅ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื‘ืืžืขืจืงื˜ ืื™ืŸ New Relic:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืขืก ื–ืขื ืขืŸ ืกื˜ืึทื˜ื™ืกื˜ื™ืง ืื•ื™ืฃ ื“ื™ ืžื™ื˜ืœ, ืึท ื’ืขื ืขืจืึทืœื™ื–ืขื“ ืจืฉื™ืžื” ืคื•ืŸ ื™ื ืขืจืœืขืš ืจื•ืคืŸ, ืื•ืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ืจื™ืงื•ื•ืขืก ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกืึธืจื˜ื™ืจื˜ ืœื•ื™ื˜ ืขื ื˜ืคืขืจ ืงืึธื“... ื“ื•ืจืš ื“ื™ ื•ื•ืขื’, ืื•ื ื“ื–ืขืจ ืขื ื“ื–ืฉืึทื ื™ืจื– ื˜ืึทืงืข ืœื™ื™ืงื˜ ื“ืขื ืกืึธืจื˜ื™ื ื’.

ืงื™ื™ืŸ ื‘ื™ื™ืฉืคึผื™ืœ ืžื™ื˜ืœ ืื™ืŸ Datadog ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืขืคื ื˜ ืื•ืŸ ื’ืขืœืขืจื ื˜:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื‘ืขื˜ืŸ ืคึผืึทืจืึทืžืขื˜ืขืจืก, ืึท ืงื™ืฆืขืจ ื˜ืฉืึทืจื˜ ืคื•ืŸ ื“ื™ ืฆื™ื™ื˜ ืคืืจื‘ืจืื›ื˜ ืื•ื™ืฃ ื™ืขื“ืขืจ ืงืึธืžืคึผืึธื ืขื ื˜, ืื•ืŸ ืึท ื•ื•ืึทืกืขืจืคืึทืœ ื˜ืฉืึทืจื˜ ื•ื•ืึธืก ื•ื•ื™ื™ึทื–ืŸ ื“ื™ ืกื™ืงื•ื•ืึทื ืก ืคื•ืŸ ืงืึทืœืœืก ื–ืขื ืขืŸ ื“ืขืจืœืื ื’ื˜. ืื™ืจ ืงืขื ื˜ ืื•ื™ืš ื‘ืึทืฉื˜ื™ืžืขืŸ ืฆื• ืึท ื‘ื•ื™ื ืžื™ื™ื ื•ื ื’ ืคื•ืŸ ื“ื™ ื•ื•ืึทืกืขืจืคืึทืœ ื˜ืฉืึทืจื˜:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื•ืŸ ื“ื™ ืžืขืจืกื˜ ื˜ืฉื™ืงืึทื•ื•ืข ื–ืึทืš ืื™ื– ืฆื• ื–ืขืŸ ื“ื™ ืžืึทืกืข ืคื•ืŸ โ€‹โ€‹ื“ืขืจ ื‘ืึทืœืขื‘ืึธืก ืื•ื™ืฃ ื•ื•ืึธืก ื“ื™ ื‘ืขื˜ืŸ ืื™ื– ืขืงืกืึทืงื™ื•ื˜ืึทื“ ืื•ืŸ ื•ื•ื™ื•ื™ื ื’ ื“ื™ ื‘ืขื˜ืŸ ืœืึธื’ืก.

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื’ืจื•ื™ืก ื™ื ื˜ืึทื’ืจื™ื™ืฉืึทืŸ!

ืื™ืจ ืงืขืŸ ื•ื•ื•ื ื“ืขืจ ื•ื•ื• ื“ื™ ื˜ืึทื‘ืก ื–ืขื ืขืŸ ื“ืึทื˜ืึทื‘ืึทืกืขืก ะธ ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื‘ืึทื“ื™ื ื•ื ื’ืก, ื•ื•ื™ ืื™ืŸ ื ื™ื• ืจืขืœื™ืง. ืขืก ื–ืขื ืขืŸ ื’ืึธืจื ื™ื˜ ื“ืึธ: ื–ื™ื ื˜ Datadog ื“ื™ืงืึทืžืคึผืึธื•ื–ื™ื– ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ืŸ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ, PostgreSQL ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืึทื˜ืจืึทื›ื˜ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื“ื™ื ืกื˜, ืื•ืŸ ืึทื ืฉื˜ืึธื˜ ืคื•ืŸ ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื‘ืึทื“ื™ื ื•ื ื’ืก ืขืก ืื™ื– ื•ื•ืขืจื˜ ืงื•ืงืŸ ืคึฟืึทืจ aws.storage (ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืขื ืœืขืš ืคึฟืึทืจ ื™ืขื“ืขืจ ืื ื“ืขืจืข ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื“ื™ื ืกื˜ ืึทื– ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืขื ืขืŸ ืึทืงืกืขืก).

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื“ืึธ ืก ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ ืžื™ื˜ postgres:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื™ืกืขื ืฉืึทืœื™ ืขืก ืื™ื– ืึทืœืฅ ืžื™ืจ ื’ืขื•ื•ืืœื˜:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื™ืจ ืงืขื ื˜ ื–ืขืŸ ืคึฟื•ืŸ ื•ื•ืึธืก "ื“ื™ื ืกื˜" ื“ื™ ื‘ืงืฉื” ืื™ื– ื’ืขืงื•ืžืขืŸ.

ืขืก ื•ื•ืึธืœื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ืคืึทืœืฉ ืฆื• ื“ืขืจืžืึธื ืขืŸ ืื™ืจ ืึทื– Datadog ื™ื ื˜ืึทื’ืจื™ื™ืฅ ื‘ื™ืฉืœื™ื™ืžืขืก ืžื™ื˜ NGINX Ingress ืื•ืŸ ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื“ื•ืจื›ืคื™ืจืŸ ืขื ื“-ืฆื•-ืกื•ืฃ ื˜ืจื™ื™ืกื™ื ื’ ืคึฟื•ืŸ ื“ืขื ืžืึธืžืขื ื˜ ื•ื•ืขืŸ ืึท ื‘ืงืฉื” ืงื•ืžื˜ ืื™ืŸ ื“ืขื ืงื ื•ื™ืœ, ืื•ืŸ ืื•ื™ืš ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืกื˜ืึทืฅ ืžืขื˜ืจื™ืงืก, ืงืœื™ื™ึทื‘ืŸ ืœืึธื’ืก ืื•ืŸ ื‘ืึทืœืขื‘ืึธืก ืžืขื˜ืจื™ืงืก. .

ื ืจื™ื–ื™ืง ืคึผืœื•ืก ืคื•ืŸ Datadog ืื™ื– ื“ื™ ืคึผืจื™ื™ึทื– ืคืึธื•ืœื“ื– ื–ื™ืš ืคื•ืŸ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ืžืึธื ื™ื˜ืึธืจื™ื ื’, APM, ืœืึธื’ ืžืึทื ืึทื’ืขืžืขื ื˜ ืื•ืŸ ืกื™ื ื˜ืขื˜ื™ืงืก ืคึผืจื•ื‘ื™ืจืŸ, ื™.ืข. ืื™ืจ ืงืขื ืขืŸ ืงืœื™ื™ึทื‘ืŸ ื“ื™ื™ืŸ ืคึผืœืึทืŸ ืคืœืขืงืกืึทื‘ืึทืœ.

2.ืึทื˜ืึทื˜ื•ืก

ื“ื™ ืึทื˜ืึทื˜ื•ืก ืžืึทื ืฉืึทืคึฟื˜ ืงืœื™ื™ืžื– ืึทื– ื–ื™ื™ืขืจ ื“ื™ื ืกื˜ ืื™ื– "ื“ื™ ื–ืขืœื‘ืข ื•ื•ื™ ื ื™ื• ืจืขืœื™ืง, ืึธื‘ืขืจ ื‘ืขืกืขืจ." ืœืึธืžื™ืจ ื–ืขืŸ ืฆื™ ื“ืึธืก ืื™ื– ื˜ืึทืงืข ืึทื–ื•ื™.

ื“ืขืจ ื”ื•ื™ืคึผื˜ ื˜ืึทืคืœื™ืข ืงื•ืงื˜ ืขื ืœืขืš, ืึธื‘ืขืจ ืขืก ืื™ื– ื ื™ื˜ ืžืขื’ืœืขืš ืฆื• ื‘ืึทืฉื˜ื™ืžืขืŸ ื“ื™ ืจืขื“ื™ืก ืื•ืŸ ืžืขืžืงืึทื˜ืฉืขื“ ื’ืขื ื™ืฆื˜ ืื™ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ.

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

APM ืกืึทืœืขืงืฅ ืึทืœืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื“ื•ืจืš ืคืขืœื™ืงื™ื™ึทื˜, ื›ืึธื˜ืฉ ื˜ื™ืคึผื™ืงืœื™ ื‘ืœื•ื™ื– ื•ื•ืขื‘ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื“ืืจืฃ. ื•ื•ื™ Datadog, ืขืก ืื™ื– ืงื™ื™ืŸ ื•ื•ืขื’ ืฆื• ื ืึทื•ื•ื™ื’ื™ืจืŸ ืฆื• ื“ื™ ื’ืขื‘ืขื˜ืŸ ื“ื™ื ืกื˜ ืคึฟื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื˜ืึทืคืœื™ืข. ื“ืขืจืฆื•, ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืœื™ืกื˜ืขื“ ื ืึธืš ืขืจืจืึธืจืก, ื•ื•ืึธืก ืื™ื– ื ื™ืฉื˜ ื–ื™ื™ืขืจ ืœืึทื“ื–ืฉื™ืงืึทืœ ืคึฟืึทืจ APM.

ืื™ืŸ Atatus ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ืึทืœืฅ ืื™ื– ื•ื•ื™ ืขื ืœืขืš ื•ื•ื™ ืžืขื’ืœืขืš ืฆื• New Relic. ื“ื™ ื“ืึทื•ื ืกื™ื™ื“ ืื™ื– ืึทื– ื“ื™ ื“ื™ื ืึทืžื™ืง ืคึฟืึทืจ ื™ืขื“ืขืจ ืงืึธื ื˜ืจืึธืœืœืขืจ ืื™ื– ื ื™ืฉื˜ ื’ืœื™ื™ืš ืงืขื ื˜ื™ืง. ืื™ืจ ื”ืึธื‘ืŸ ืฆื• ืงื•ืงืŸ ืคึฟืึทืจ ืขืก ืื™ืŸ ื“ื™ ืงืึธื ื˜ืจืึธืœืœืขืจ ื˜ื™ืฉ, ืกืึธืจื˜ื™ื ื’ ื“ื•ืจืš ืจื•ื‘ึฟ ืฆื™ื™ื˜ ืงืึทื ืกื•ืžื“:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื“ื™ ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš ืจืฉื™ืžื” ืคื•ืŸ ืงืึทื ื˜ืจืึธื•ืœืขืจื– ืื™ื– ื‘ื ื™ืžืฆื ืื™ืŸ ื“ื™ ืงื•ื•ื™ื˜ืœ ื•ื™ืกืคืึธืจืฉืŸ:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื™ืŸ ืขื˜ืœืขื›ืข ื•ื•ืขื’ืŸ, ื“ืขื ื˜ื™ืฉ ืื™ื– ืจืขืžืึทื ื™ืกืึทื ื˜ ืคื•ืŸ Datadog ืื•ืŸ ืื™ืš ื•ื•ื™ ืขืก ื‘ืขืกืขืจ ื•ื•ื™ ื“ื™ ืขื ืœืขืš ืื™ืŸ New Relic.

ืื™ืจ ืงืขื ืขืŸ ื™ืงืกืคึผืึทื ื“ ื™ืขื“ืขืจ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื•ืŸ ื–ืขืŸ ื•ื•ืึธืก ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ื˜ืืŸ:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื“ืขืจ ื˜ืึทืคืœื™ืข ืื™ื– ืื•ื™ืš ืžืขืจ ืจืขืžืึทื ื™ืกืึทื ื˜ ืคื•ืŸ Datadog: ืขืก ืื™ื– ืึท ื ื•ืžืขืจ ืคื•ืŸ ืจื™ืงื•ื•ืขืก, ืึท ื’ืขื ืขืจืึทืœ ื‘ื™ืœื“ ืคื•ืŸ ืงืึทืœืœืก. ื“ืขืจ ืฉืคึผื™ืฅ ื˜ืึทืคืœื™ืข ื’ื™ื˜ ืึท ื˜ืขื•ืช ืงื•ื•ื™ื˜ืœ ื”ื˜ื˜ืคึผ ืคื™ื™ืœื™ืขืจื– ืื•ืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ืคึผืึทืžืขืœืขืš ืคึฟืจืื’ืŸ ืกืขืกื™ืข ื˜ืจืึทืกืขืก:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื•ื™ื‘ ืื™ืจ ื’ื™ื™ืŸ ืฆื• ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ืึท ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ืึท ืฉืคึผื•ืจ, ืื™ืจ ืงืขื ืขืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ืจืฉื™ืžื” ืคื•ืŸ ืจื™ืงื•ื•ืขืก ืฆื• ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ืงื•ืง ืื™ืŸ ื“ื™ ื‘ืขื˜ืŸ ื›ืขื“ืขืจื–. ืึทืœืฅ ืื™ื– ืขื ืœืขืš ืฆื• New Relic:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, Atatus ืฆื•ืคืจื™ื“ืŸ ืžื™ื˜ ื“ื™ื˜ื™ื™ืœื“ ื˜ืจืึทืกืขืก - ืึธืŸ ื“ื™ ื˜ื™ืคึผื™ืฉ ื ื™ื• ืจืขืœื™ืง ื’ืœื•ื™ื ื’ ืคื•ืŸ ืจื•ืคื˜ ืื™ืŸ ืึท ื“ืขืจืžืึธื ื•ื ื’ ื‘ืœืึธืง:

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus
ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืึธื‘ืขืจ, ืขืก ืคืขืœืŸ ืึท ืคื™ืœื˜ืขืจ ื•ื•ืึธืก (ื•ื•ื™ New Relic) ื•ื•ืึธืœื˜ ืฉื ื™ื™ึทื“ืŸ ืึทื•ื•ืขืง ื”ื™ื ื˜ืขืจ-ืฉื ืขืœ ืจื™ืงื•ื•ืขืก (<5ms). ืื•ื™ืฃ ื“ื™ ืื ื“ืขืจืข ื”ืึทื ื˜, ืื™ืš ืœื™ื™ืงื˜ ื“ื™ ืึทืจื•ื™ืกื•ื•ื™ื™ึทื–ืŸ ืคื•ืŸ ื“ื™ ืœืขืฆื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืขื ื˜ืคืขืจ (ื”ืฆืœื—ื” ืึธื“ืขืจ ื˜ืขื•ืช).

ืคึผืึทื ืขืœ ื“ืึทื˜ืึทื‘ืึทืกืขืก ื•ื•ืขื˜ ื”ืขืœืคึฟืŸ ืื™ืจ ืœืขืจื ืขืŸ ื“ื™ ืจื™ืงื•ื•ืขืก ืฆื• ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ื•ื•ืึธืก ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืžืื›ื˜. ืœืึธื–ืŸ ืžื™ืจ ื“ืขืจืžืึธื ืขืŸ ืื™ืจ ืึทื– Atatus ื’ืขืคึฟื•ื ืขืŸ ื‘ืœื•ื™ื– PostgreSQL ืื•ืŸ MySQL, ื›ืึธื˜ืฉ Redis ืื•ืŸ memcached ื–ืขื ืขืŸ ืื•ื™ืš ื™ื ื•ื•ืึทืœื•ื•ื“ ืื™ืŸ ื“ื™ ืคึผืจื•ื™ืขืงื˜.

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ืจื™ืงื•ื•ืขืก ื–ืขื ืขืŸ ืื•ื™ืกื’ืขืฉื˜ืขืœื˜ ืœื•ื™ื˜ ื“ื™ ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš ืงืจื™ื™ื˜ื™ืจื™ืึท: ืขื ื˜ืคืขืจ ืึธืคื˜ืงื™ื™ึทื˜, ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜, ืื•ืŸ ืึทื–ื•ื™ ืื•ื™ืฃ. ืื™ืš ื•ื•ืึธืœื˜ ืื•ื™ืš ื•ื•ื™ ืฆื• ื“ืขืจืžืึธื ืขืŸ ื“ื™ ืงื•ื•ื™ื˜ืœ ืžื™ื˜ ื“ื™ ืกืœืึธื•ืึทืกื˜ ืคึฟืจืื’ืŸ - ื“ืึธืก ืื™ื– ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื. ื“ืขืจืฆื•, ื“ื™ ื“ืึทื˜ืŸ ืื™ืŸ ื“ืขื ืงื•ื•ื™ื˜ืœ ืคึฟืึทืจ PostgreSQL ืงืึธื•ืึทื ืกื™ื™ื“ืึทื“ ืžื™ื˜ ื“ื™ ื“ืึทื˜ืŸ ืคื•ืŸ ื“ื™ ืคืึทืจืœืขื ื’ืขืจื•ื ื’ pg_stat_statements - ื•ื™ืกื’ืขืฆื™ื™ื›ื ื˜ ืจืขื–ื•ืœื˜ืึทื˜!

ื ื™ื˜ ื ื™ื• ืจืขืœื™ืง ืึทืœื™ื™ืŸ: ืึท ืงื•ืง ืื™ืŸ Datadog ืื•ืŸ Atatus

ื˜ืึทื‘ ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ืจื™ืงื•ื•ืขืก ื’ืึธืจ ื™ื™ื“ืขื ื™ืงืึทืœ ืฆื• ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–.

ืคื™ื™ื ื“ื™ื ื’ื–

ื‘ื™ื™ื“ืข ื“ืขืจืœืื ื’ื˜ ืžื›ืฉื™ืจื™ื ื”ืึธื‘ืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ื’ื•ื˜ ืื™ืŸ ื“ืขืจ ืจืึธืœืข ืคื•ืŸ โ€‹โ€‹APM. ื™ืขื“ืขืจ ืคื•ืŸ ื–ื™ื™ ืงืขื ืขืŸ ืคืึธืจืฉืœืึธื’ืŸ ื“ื™ ืคืืจืœืื ื’ื˜ ืžื™ื ื™ืžื•ื. ืื•ื ื“ื–ืขืจ ื™ืžืคึผืจืขืกืกื™ืึธื ืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืงื•ืจืฅ ืกืึทืžืขืจื™ื™ื–ื“ ื•ื•ื™ ื’ื™ื™ื˜:

ื“ืึทื˜ืึทื“ืึธื’

ืคึผืจืึธืก:

  • ื‘ืึทืงื•ื•ืขื ืฆืึธืœ ืคึผืœืึทืŸ (ืึทืคึผื ืงืึธืก 31 ื•ืกื“ ืคึผืขืจ ื‘ืึทืœืขื‘ืึธืก);
  • ื’ืขืืจื‘ืขื˜ ื’ืขื–ื•ื ื˜ ืžื™ื˜ ืคึผื™ื˜ื”ืึธืŸ;
  • ื“ื™ ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ื™ื ื˜ืึทื’ืจื™ื™ืฉืึทืŸ ืžื™ื˜ OpenTracing
  • ื™ื ื˜ืึทื’ืจื™ื™ืฉืึทืŸ ืžื™ื˜ Kubernetes;
  • ื™ื ืึทื’ืจื™ื™ืฉืึทืŸ ืžื™ื˜ NGINX Ingress.

ืงืึธื ืก:

  • ื“ืขืจ ื‘ืœื•ื™ื– APM ื•ื•ืึธืก ื”ืึธื˜ ื’ืขืคึฟื™ืจื˜ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืฆื• ื•ื•ืขืจืŸ ืึทื ืึทื•ื•ื™ื™ืœืึทื‘ืึทืœ ืจืขื›ื˜ ืฆื• ืึท ืžืึธื“ื•ืœืข ื˜ืขื•ืช (ืคึผืจืขื“ื™ืก);
  • ืฉื•ื•ืึทืš ืคืคึผ ืึทื•ื˜ืึธ ื™ื ืกื˜ืจืึทืžืขื ื˜ื™ื™ืฉืึทืŸ;
  • ื˜ื™ื™ืœ ืžืึธื“ื ืข ื“ืขืคึฟื™ื ื™ืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืกืขืจื•ื•ื™ืกืขืก ืื•ืŸ ื–ื™ื™ืขืจ ืฆื™ืœ.

ืึทื˜ืึทื˜ื•ืก

ืคึผืจืึธืก:

  • ื˜ื™ืฃ ืคืคึผ ื™ื ืกื˜ืจืึทืžืขื ื˜ื™ื™ืฉืึทืŸ;
  • ื‘ืึทื ื™ืฆืขืจ ืฆื•ื‘ื™ื ื“ ืขื ืœืขืš ืฆื• New Relic.

ืงืึธื ืก:

  • ื˜ื•ื˜ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ ืื•ื™ืฃ ืขืœื˜ืขืจืข ืึธืคึผืขืจื™ื™ื˜ื™ื ื’ ืกื™ืกื˜ืขืžืขืŸ (Ubuntu 12.05, CentOS 5);
  • ืฉื•ื•ืึทืš ืึทื•ื˜ืึธ-ื™ื ืกื˜ืจื•ืžืขื ื˜ืึทื˜ื™ืึธืŸ;
  • ืฉื˜ื™ืฆืŸ ื‘ืœื•ื™ื– ืฆื•ื•ื™ื™ ืฉืคึผืจืึทื›ืŸ (Node.js ืื•ืŸ PHP);
  • ืคึผืึทืžืขืœืขืš ืฆื•ื‘ื™ื ื“.

ืงืึทื ืกื™ื“ืขืจื™ื ื’ Atatus 'ืคึผืจื™ื™ึทื– ืคื•ืŸ 69 ื•ืกื“ ืคึผืขืจ ื—ื•ื“ืฉ ืคึผืขืจ ืกืขืจื•ื•ืขืจ, ืžื™ืจ ื•ื•ืึธืœื˜ ืืœื ื ื•ืฆืŸ Datadog, ื•ื•ืึธืก ื™ื ื˜ืึทื’ืจื™ื™ืฅ ื’ืขื–ื•ื ื˜ ืžื™ื˜ ืื•ื ื“ื–ืขืจ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ (ื•ื•ืขื‘ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ K8s) ืื•ืŸ ื”ืื˜ ืคื™ืœืข ื ื•ืฆื™ืง ืคึฟืขื™ึดืงื™ื™ื˜ืŸ.

ืคึผืก

ืœื™ื™ืขื ืขืŸ ืื•ื™ืš ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ื‘ืœืึธื’:

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’