ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืขืจ ื‘ืึทืจื™ื›ื˜ ืื™ื– ื“ืขื“ืึทืงื™ื™ื˜ืึทื“ ืฆื• ืคึผืจืึทืงื˜ื™ืฉ ื™ืฉื•ื– ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’ ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes, ื“ื™ื–ื™ื™ื ื™ื ื’ ื–ื™ื™ึทืŸ ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ ืื•ืŸ ื™ืงืขืจื“ื™ืง ืึทืคึผืขืจื™ื™ื˜ื™ื ื’ ืคึผืจื™ื ืกืึทืคึผืึทืœื–.

ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ื™ื™ืœ ืคื•ืŸ ื“ืขื ื‘ืึทืจื™ื›ื˜ ืžื™ืจ ื•ื•ืขืœืŸ ื‘ืึทื˜ืจืึทื›ื˜ืŸ:

  • ื•ื•ืึธืก ืื™ื– ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืื•ืŸ ื•ื•ืึธืก ืื™ื– ืขืก ื“ืืจืฃ;
  • ื•ื•ื™ ืคึผื•ื ืงื˜ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืกื™ืžืคึผืœืึทืคื™ื™ื– ื“ื™ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืคื•ืŸ ืงืึธืžืคึผืœืขืงืก ืกื™ืกื˜ืขืžืขืŸ;
  • ื•ื•ืึธืก ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืงืขืŸ ืื•ืŸ ืงืขืŸ ื ื™ืฉื˜ ื˜ืึธืŸ.

ื•ื•ื™ื™ึทื˜ืขืจ, ืœืึธื–ืŸ ืื•ื ื“ื– ื’ื™ื™ืŸ ืฆื• ื“ื™ืกืงื•ื˜ื™ืจืŸ ื“ื™ ื™ื ืขืจืœืขืš ืกื˜ืจื•ืงื˜ื•ืจ ืคื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ. ื–ืืœ ืก ืงื•ืง ืื™ืŸ ื“ื™ ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ ืื•ืŸ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืฉืจื™ื˜ ื“ื•ืจืš ืฉืจื™ื˜. ื–ืืœ ืก ืงื•ืง ืื™ืŸ ืขืก ืื™ืŸ ื“ืขื˜ืึทืœ:

  • ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ืฆื•ื•ื™ืฉืŸ ื“ื™ ืึธืคึผืขืจืึทื˜ืึธืจ ืื•ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก;
  • ื•ื•ืึธืก ืคืึทื ื’ืงืฉืึทื ื– ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื ืขืžื˜ ืื•ื™ืฃ ืื•ืŸ ื•ื•ืึธืก ืคืึทื ื’ืงืฉืึทื ื– ืขืก ื“ืขืœืึทื’ื™ื™ืฅ ืฆื• Kubernetes.

ื–ืืœ ืก ืงื•ืง ืื™ืŸ ืึธื ืคื™ืจื•ื ื’ ืฉืึทืจื“ื– ืื•ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืก ืจืขืคึผืœืึทืงืึทื– ืื™ืŸ Kubernetes.
ื•ื•ื™ื™ึทื˜ืขืจ, ืžื™ืจ ื•ื•ืขืœืŸ ื“ื™ืกืงื•ื˜ื™ืจืŸ ื“ืึทื˜ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ื™ืฉื•ื–:

  • ื•ื•ื™ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ืคึผืขืจืกื™ืกื˜ืขื ื˜ ืกื˜ืึธืจื™ื“ื–ืฉ ืคึฟื•ืŸ ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืก ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’;
  • ืคึผื™ื˜ืคืึธืœื– ืคื•ืŸ ื ื™ืฆืŸ ืœืืงืืœืข ืกื˜ืึธืจื™ื“ื–ืฉ.

ืื™ืŸ ื“ื™ ืœืขืฆื˜ ื˜ื™ื™ืœ ืคื•ืŸ ื“ืขื ื‘ืึทืจื™ื›ื˜, ืžื™ืจ ื•ื•ืขืœืŸ ื‘ืึทื˜ืจืึทื›ื˜ืŸ ืคึผืจืึทืงื˜ื™ืฉ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืœื™ืงื›ืึธื•ืกืข-ืึธืคึผืขืจืึทื˜ืึธืจ ืคึฟื•ืŸ ืึทืžืึทื–ืึธืŸ ืึธื“ืขืจ Google ืงืœืึธื•ื“ ืกืขืจื•ื•ื™ืก. ื“ืขืจ ื‘ืึทืจื™ื›ื˜ ืื™ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ืขื ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืื•ืŸ ืึทืคึผืขืจื™ื™ื˜ื™ื ื’ ื“ืขืจืคืึทืจื•ื ื’ ืคื•ืŸ ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืคึฟืึทืจ ClickHouse.

ื•ื™ื“ืื•:

ืžื™ื™ึทืŸ ื ืึธืžืขืŸ ืื™ื– ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ. ื”ื™ื™ึทื ื˜ ืื™ืš ื’ืขื•ื•ืืœื˜ ืฆื• ืจืขื“ืŸ ื•ื•ืขื’ืŸ ืื•ื ื“ื–ืขืจ ื“ืขืจืคืึทืจื•ื ื’ ืื™ืŸ ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’ ืื•ืŸ ืึทืคึผืขืจื™ื™ื˜ื™ื ื’ ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ, ืื•ืŸ ื“ืึธืก ืื™ื– ืึท ืกืคึผืขืฉืึทืœื™ื™ื–ื“ ืึธืคึผืขืจืึทื˜ืึธืจ ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ ืงืœื™ืงื›ืึธื•ืกืข ืึธืคึผืขืจืึทื˜ืึธืจ ืฆื• ืคื™ืจืŸ ื“ืขื ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืคืืจื•ื•ืืก ื˜ืึธืŸ ืžื™ืจ ื”ืึธื‘ืŸ ื“ื™ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืื•ืŸ ืงืœื™ืงื›ืึธื•ืกืข?

  • ืžื™ืจ ืฉื˜ื™ืฆืŸ ืื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ClickHouse.
  • ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜, ืžื™ืจ ื–ืขื ืขืŸ ื˜ืจื™ื™ื ื’ ืฆื• ืกืœืึธื•ืœื™ ืžืึทื›ืŸ ืื•ื ื“ื–ืขืจ ืฆื•ืฉื˜ื™ื™ึทืขืจ ืฆื• ื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ClickHouse. ืื•ืŸ ืžื™ืจ ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ื˜ ื ืึธืš ื™ืึทื ื“ืขืงืก ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื“ื™ ื‘ืึทื ื“ ืคื•ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ ื’ืขืžืื›ื˜ ืฆื• ClickHouse.
  • ืžื™ืจ ื–ืขื ืขืŸ ื˜ืจื™ื™ื ื’ ืฆื• ื˜ืึธืŸ ื ืึธืš ืคึผืจืึทื“ื–ืฉืขืงืก ืคึฟืึทืจ ื“ื™ ClickHouse ื™ืงืึธื•ืกื™ืกื˜ืึทื.

ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ื“ืขืจืฆื™ื™ืœืŸ ืื™ืจ ื•ื•ืขื’ืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืคึผืจืึทื“ื–ืฉืขืงืก. ื“ืึธืก ืื™ื– ื•ื•ืขื’ืŸ ClickHouse-ืึธืคึผืขืจืึทื˜ืึธืจ ืคึฟืึทืจ Kubernetes.

ืื™ืŸ ืžื™ื™ืŸ ื‘ืึทืจื™ื›ื˜ ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ืึธื ืจื™ืจืŸ ืฆื•ื•ื™ื™ ื˜ืขืžืขืก:

  • ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ืขืžืข ืื™ื– ื•ื•ื™ ืื•ื ื“ื–ืขืจ ClickHouse ื“ืึทื˜ืึทื‘ื™ื™ืก ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืึธืคึผืขืจืึทื˜ืึธืจ ืึทืจื‘ืขื˜ ืื™ืŸ Kubernetes.
  • ื“ื™ ืฆื•ื•ื™ื™ื˜ืข ื˜ืขืžืข ืื™ื– ื•ื•ื™ ืงื™ื™ืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืึทืจื‘ืขื˜, ื“"ื” ื•ื•ื™ ืขืก ื™ื ื˜ืขืจืึทืงืฅ ืžื™ื˜ Kubernetes.

ืึธื‘ืขืจ, ื“ื™ ืฆื•ื•ื™ื™ ืคืจืื’ืขืก ื•ื•ืขืœืŸ ื™ื ื˜ืขืจืกืขืงื˜ ื“ื•ืจืš ืžื™ื™ืŸ ื‘ืึทืจื™ื›ื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืขืจ ื•ื•ืึธืœื˜ ื’ืขื•ื•ืขืŸ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืฆื• ื”ืขืจืŸ ืฆื• ื•ื•ืึธืก ืื™ืš ืคึผืจื•ึผื•ื•ื˜ ืฆื• ื–ืึธื’ืŸ?

  • ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืคื•ืŸ ืจื•ื‘ึฟ ืื™ื ื˜ืขืจืขืก ืฆื• ื“ื™ ื•ื•ืืก ืึทืจื‘ืขื˜ืŸ ืึธืคึผืขืจื™ื™ื˜ืขืจื–.
  • ืึธื“ืขืจ ืคึฟืึทืจ ื“ื™ ื•ื•ืืก ื•ื•ื™ืœืŸ ืฆื• ืžืึทื›ืŸ ื–ื™ื™ืขืจ ืื™ื™ื’ืŸ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ื™ ืขืก ืึทืจื‘ืขื˜ ืื™ื ืขื•ื•ื™ื™ื ื™ืง, ื•ื•ื™ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื™ื ื˜ืขืจืึทืงืฅ ืžื™ื˜ ืงื•ื‘ืขืจื ืขื˜ืขืก, ืื•ืŸ ื•ื•ืึธืก ืคึผื™ื˜ืคืึธืœื– ืงืขืŸ ื“ืขืจืฉื™ื™ึทื ืขืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืฆื• ื‘ืขืกื˜ืขืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืžื™ืจ ื•ื•ืขืœืŸ ื“ื™ืกืงื•ื˜ื™ืจืŸ ื”ื™ื™ึทื ื˜, ืขืก ืื™ื– ืึท ื’ื•ื˜ืข ื’ืขื“ืึทื ืง ืฆื• ื•ื•ื™ืกืŸ ื•ื•ื™ Kubernetes ืึทืจื‘ืขื˜ ืื•ืŸ ื”ืึธื‘ืŸ ืขื˜ืœืขื›ืข ื™ืงืขืจื“ื™ืง ื•ื•ืึธืœืงืŸ ื˜ืจื™ื™ื ื™ื ื’.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืึธืก ืื™ื– ืงืœื™ืงื›ืึธื•ืกืข? ื“ืึธืก ืื™ื– ืึท ืงืึธืœื•ืžื ืขืจ ื“ืึทื˜ืึทื‘ื™ื™ืก ืžื™ื˜ ืกืคึผืขืฆื™ืคื™ืฉ ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืคึฟืึทืจ ืึธื ืœื™ื™ืŸ ืคึผืจืึทืกืขืกื™ื ื’ ืคื•ืŸ ืึทื ืึทืœื™ืกื™ืก ืคึฟืจืื’ืŸ. ืื•ืŸ ืขืก ืื™ื– ื’ืึธืจ ืึธืคึฟืŸ ืžืงื•ืจ.

ืื•ืŸ ืขืก ืื™ื– ื•ื•ื™ื›ื˜ื™ืง ืคึฟืึทืจ ืื•ื ื“ื– ืฆื• ื•ื•ื™ืกืŸ ื‘ืœื•ื™ื– ืฆื•ื•ื™ื™ ื–ืื›ืŸ. ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื•ื•ื™ืกืŸ ืึทื– ื“ืึธืก ืื™ื– ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก, ืึทื–ื•ื™ ื•ื•ืึธืก ืื™ืš ื•ื•ืขืœ ื–ืึธื’ืŸ ืื™ืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึธื ื•ื•ืขื ื“ืœืขืš ืฆื• ื›ึผืžืขื˜ ืงื™ื™ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืก. ืื•ืŸ ื“ืขืจ ืคืึทืงื˜ ืึทื– ื“ื™ ClickHouse DBMS ื•ื•ืึธื’ ื–ื™ื™ืขืจ ื’ื•ื˜, ื’ื™ื˜ ื›ึผืžืขื˜ ืœื™ื ืขืึทืจ ืกืงืึทืœืึทื‘ื™ืœื™ื˜ื™. ืื•ืŸ ื“ืขืจื™ื‘ืขืจ, ื“ืขืจ ืงื ื•ื™ืœ ืฉื˜ืึทื˜ ืื™ื– ืึท ื ืึทื˜ื™ืจืœืขืš ืฉื˜ืึทื˜ ืคึฟืึทืจ ClickHouse. ืื•ืŸ ืžื™ืจ ื–ืขื ืขืŸ ืžืขืจืกื˜ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืื™ืŸ ื“ื™ืกืงื•ื˜ื™ืจืŸ ื•ื•ื™ ืฆื• ื“ื™ื ืขืŸ ื“ืขื ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ ืื™ืŸ Kubernetes.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืคืืจื•ื•ืืก ื“ืืจืฃ ืžืขืŸ ืื™ื ื“ืืจื˜? ืคืืจื•ื•ืืก ืงืขื ืขืŸ ืžื™ืจ ื ื™ืฉื˜ ืคืึธืจื–ืขืฆืŸ ืฆื• ืึทืจื‘ืขื˜ืŸ ืขืก ื–ื™ืš? ืื•ืŸ ื“ื™ ืขื ื˜ืคึฟืขืจืก ื–ืขื ืขืŸ ื˜ื™ื™ืœ ื˜ืขื›ื ื™ืฉ ืื•ืŸ ื˜ื™ื™ืœ ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ.

  • ืื™ืŸ ืคื™ืจ, ืžื™ืจ ื–ืขื ืขืŸ ื™ื ืงืจื™ืกื™ื ื’ืœื™ ื˜ืจืขืคืŸ ืึท ืกื™ื˜ื•ืึทืฆื™ืข ื•ื•ื• ืื™ืŸ ื’ืจื•ื™ืก ืงืึธืžืคึผืึทื ื™ืขืก ื›ึผืžืขื˜ ืึทืœืข ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืื™ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก. ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ื‘ืœื™ื™ึทื‘ืŸ ืึทืจื•ื™ืก.
  • ืื•ืŸ ื“ื™ ืงืฉื™ื ืื™ื– ื™ื ืงืจื™ืกื™ื ื’ืœื™ ื’ืขืคืจืขื’ื˜: "ืงืขืŸ ื“ืึธืก ื–ื™ื™ืŸ ืฉื˜ืขืœืŸ ื™ืŸ?" ื“ืขืจื™ื‘ืขืจ, ื’ืจื•ื™ืก ืงืึธืžืคึผืึทื ื™ืขืก ื–ืขื ืขืŸ ื˜ืจื™ื™ื ื’ ืฆื• ื“ืขืจื’ืจื™ื™ื›ืŸ ืžืึทืงืกื™ืžื•ื ื™ื•ื ืึทืคืึทืงื™ื™ืฉืึทืŸ ืคื•ืŸ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืื™ืŸ ืกื“ืจ ืฆื• ื’ืขืฉื•ื•ื™ื ื“ ืงืขื ืขืŸ ืฆื• ืคื™ืจืŸ ื–ื™ื™ืขืจ ื“ืึทื˜ืŸ ื•ื•ืขืจื›ืึทื•ื–ื™ื–.
  • ืื•ืŸ ื“ืึธืก ืกืคึผืขืฆื™ืขืœ ื”ืขืœืคึผืก ืื•ื™ื‘ ืื™ืจ ื“ืึทืจืคึฟืŸ ื“ื™ ืžืึทืงืกื™ืžื•ื ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ืื™ื‘ืขืจื—ื–ืจืŸ ื“ื™ ื–ืขืœื‘ืข ื–ืึทืš ืื™ืŸ ืึท ื ื™ื™ึท ืึธืจื˜, ื“"ื” ืžืึทืงืกื™ืžื•ื ืคึผืึธืจื˜ืึทื‘ื™ืœื™ื˜ื™.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ื™ ื’ืจื™ื ื’ ืึธื“ืขืจ ืฉื•ื•ืขืจ ืื™ื– ืขืก? ื“ืึธืก, ืคื•ืŸ ืงื•ืจืก, ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ื“ื•ืจืš ื”ืึทื ื˜. ืึธื‘ืขืจ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ืึทื–ื•ื™ ืคึผืฉื•ื˜, ื•ื•ื™ื™ึทืœ ืžื™ืจ ื”ืึธื‘ืŸ ื“ื™ ืฆื•ื’ืขืœื™ื™ื’ื˜ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ืึธื ืคื™ืจื•ื ื’ ืคื•ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก ื–ื™ืš, ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื“ื™ ืกืคึผืขืกื™ืคื™ืงืก ืคื•ืŸ ClickHouse ื–ืขื ืขืŸ ืกื•ืคึผืขืจืึทืžืคึผืึธื•ื–ื“. ืื•ืŸ ืึทื–ืึท ืึท ืึทื’ื’ืจืขื’ืึทื˜ื™ืึธืŸ ืจืขื–ื•ืœื˜ืึทื˜ืŸ.

ืื•ืŸ ืึทืœืข ืฆื•ื–ืึทืžืขืŸ ื“ืึธืก ื’ื™ื˜ ืึท ื’ืึทื ืฅ ื’ืจื•ื™ืก ื’ืึทื ื’ ืคื•ืŸ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื–, ื•ื•ืึธืก ื•ื•ืขืจื˜ ื’ืึทื ืฅ ืฉื•ื•ืขืจ ืฆื• ืคื™ืจืŸ, ื•ื•ื™ื™ึทืœ Kubernetes ื‘ืจืขื ื’ื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื•ื•ืึธื›ืขื“ื™ืง ื™ืฉื•ื– ืฆื• ืึธืคึผืขืจืึทืฆื™ืข, ืื•ืŸ ClickHouse ื‘ืจืขื ื’ื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื™ืฉื•ื– ืฆื• ื•ื•ืึธื›ืขื“ื™ืง ืึธืคึผืขืจืึทืฆื™ืข. ืกืคึผืขืฆื™ืขืœ ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืขื˜ืœืขื›ืข ืงืœื™ืงืงื›ืึทื•ืกื™ื–, ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงืขืกื™ื™ื“ืขืจ ื˜ืึธืŸ ืขืคึผืขืก ืžื™ื˜ ื–ื™ื™.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ื˜ ืึท ื“ื™ื ืึทืžื™ืฉ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ, ClickHouse ื”ืื˜ ืึท ืคืขืจืœื™ ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ื™ืฉื•ื– ื•ื•ืึธืก ืžืึทื›ืŸ ืึท ืงืขืกื™ื™ื“ืขืจื“ื™ืง ืžืึทืกืข ืื•ื™ืฃ DevOps:

  • ื•ื•ืขืŸ ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื˜ื•ื™ืฉืŸ ืขืคึผืขืก ืื™ืŸ ClickHouse, ืœืžืฉืœ, ืœื™ื™ื’ืŸ ืึท ืจืขืคึผืœื™ืงืข ืึธื“ืขืจ ืฉืึทืจื“, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคื™ืจืŸ ื“ื™ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ.
  • ื“ืขืจื ืึธืš ื˜ื•ื™ืฉืŸ ื“ื™ ื“ืึทื˜ืŸ ืกื›ืขืžืข, ื•ื•ื™ื™ึทืœ ClickHouse ื”ืื˜ ืึท ืกืคึผืขืฆื™ืคื™ืฉ ืฉืึทืจื“ื™ื ื’ ืื•ืคึฟืŸ. ืขืก ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืœื™ื™ื’ืŸ ื“ื™ ื“ืึทื˜ืŸ ื“ื™ืึทื’ืจืึทืžืข, ืฉื˜ืขืœืŸ ื“ื™ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทื ื–.
  • ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืฉื˜ืขืœืŸ ืึทืจื•ื™ืฃ ืžืึธื ื™ื˜ืึธืจื™ื ื’.
  • ืงืึทืœืขืงื˜ื™ื ื’ ืœืึธื’ืก ืคึฟืึทืจ ื ื™ื™ึทืข ืฉืึทืจื“ื–, ืคึฟืึทืจ ื ื™ื™ึทืข ืจืขืคึผืœืึทืงืึทื–.
  • ื ืขืžืขืŸ ืงืขื™ืจ ืคื•ืŸ ืจืขืกื˜ืขืจื™ื™ืฉืึทืŸ.
  • ืื•ืŸ ืจื™ืกื˜ืึทืจื˜.

ื“ืึธืก ื–ืขื ืขืŸ ืจื•ื˜ื™ืŸ ื˜ืึทืกืงืก ื•ื•ืึธืก ืื™ืš ื•ื•ืึธืœื˜ ื˜ืึทืงืข ื•ื•ื™ ืฆื• ืžืึทื›ืŸ ื’ืจื™ื ื’ืขืจ ืฆื• ื ื•ืฆืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

Kubernetes ื–ื™ืš ื”ืขืœืคื˜ ื’ืขื–ื•ื ื˜ ืื™ืŸ ืึธืคึผืขืจืึทืฆื™ืข, ืึธื‘ืขืจ ืื•ื™ืฃ ื™ืงืขืจื“ื™ืง ืกื™ืกื˜ืขื ื–ืื›ืŸ.

Kubernetes ืื™ื– ื’ื•ื˜ ืื™ืŸ ืคืึทืกื™ืœืึทื˜ื™ื™ื˜ื™ื ื’ ืื•ืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื ื’ ื–ืื›ืŸ ื•ื•ื™:

  • ืจืขืงืึธื•ื•ืขืจื™.
  • ื”ื™ื™ื‘ ืืŸ ื ืื›ืืžืืœ.
  • ืกื˜ืึธืจื™ื“ื–ืฉ ืกื™ืกื˜ืขื ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’.

ื“ืึธืก ืื™ื– ื’ื•ื˜, ื“ืึธืก ืื™ื– ื“ื™ ืจืขื›ื˜ ืจื™ื›ื˜ื•ื ื’, ืึธื‘ืขืจ ืขืจ ืื™ื– ื’ืึธืจ ืงืœื•ืœืขืกืก ื•ื•ืขื’ืŸ ื•ื•ื™ ืฆื• ืึทืจื‘ืขื˜ืŸ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืงื ื•ื™ืœ.

ืžื™ืจ ื•ื•ืขืœืŸ ืžืขืจ, ืžื™ืจ ื•ื•ืขืœืŸ ืึทื– ื“ื™ ื’ืื ืฆืข ื“ืึทื˜ืึทื‘ื™ื™ืก ื–ืึธืœ ืึทืจื‘ืขื˜ืŸ ืื™ืŸ Kubernetes.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืขืคึผืขืก ื•ื•ื™ ืึท ื’ืจื•ื™ืก ืžืึทื’ื™ืฉ ืจื•ื™ื˜ ืงื ืขืคึผืœ ื•ื•ืึธืก ืื™ืจ ื“ืจื™ืงืŸ ืื•ืŸ ืึท ืงื ื•ื™ืœ ืžื™ื˜ ื•ื•ืึธื›ืขื“ื™ืง ื˜ืึทืกืงืก ื•ื•ืึธืก ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“ ืื™ื– ื“ื™ืคึผืœื•ื™ื“ ืื•ืŸ ืžื™ื™ื ื˜ื™ื™ื ื“ ืื™ื‘ืขืจ ื–ื™ื™ืŸ ื’ืึทื ืฅ ืœืขื‘ืŸ ืฆื™ืงืœ. ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ ืื™ืŸ Kubernetes.

ืื•ืŸ ืžื™ืจ ื’ืขืคืจื•ื•ื•ื˜ ืฆื• ืžืึทื›ืŸ ืึท ืœื™ื™ื–ื•ื ื’ ื•ื•ืึธืก ื•ื•ืึธืœื˜ ื”ืขืœืคืŸ ืžืึทื›ืŸ ื“ื™ ืึทืจื‘ืขื˜ ื’ืจื™ื ื’ืขืจ. ื“ืึธืก ืื™ื– ืึท ืงืœื™ืงื›ืึธื•ืกืข ืึธืคึผืขืจืึทื˜ืึธืจ ืคึฟืึทืจ Kubernetes ืคึฟื•ืŸ Altinity.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ื– ืึท ืคึผืจืึธื’ืจืึทื ื•ื•ืขืžืขื ืก ื”ื•ื™ืคึผื˜ ืึทืจื‘ืขื˜ ืื™ื– ืฆื• ืคื™ืจืŸ ืื ื“ืขืจืข ืžื’ื™ืœื”, ื“"ื” ืขืก ืื™ื– ืึท ืคืึทืจื•ื•ืึทืœื˜ืขืจ.

ืื•ืŸ ืขืก ื›ึผื•ืœืœ ืคึผืึทื˜ืขืจื ื– ืคื•ืŸ ื ืึทื˜ื•ืจ. ืื™ืจ ืงืขื ืขืŸ ืจื•ืคืŸ ื“ืขื ืงืึธื“ืึทืคื™ื™ื“ ื•ื•ื™ืกืŸ ื•ื•ืขื’ืŸ ื“ื™ ื•ื ื˜ืขืจื˜ืขื ื™ืง ื’ืขื’ื ื˜.

ืื•ืŸ ื–ื™ื™ืŸ ื”ื•ื™ืคึผื˜ ืึทืจื‘ืขื˜ ืื™ื– ืฆื• ืžืึทื›ืŸ ื“ื™ ืœืขื‘ืŸ ืคื•ืŸ DevOps ื’ืจื™ื ื’ืขืจ ืื•ืŸ ืจืขื“ื•ืฆื™ืจืŸ ืžื™ืงืจืึธืžืึทื ืึทื’ืขืžืขื ื˜, ืึทื–ื•ื™ ืึทื– ืขืจ (DevOps) ื˜ืจืื›ื˜ ืฉื•ื™ืŸ ืื™ืŸ ื”ื•ื™ืš-ืžื“ืจื’ื” ื˜ืขืจืžื™ื ืขืŸ, ื“"ื” ืึทื–ื•ื™ ืึทื– ืขืจ (DevOps) ืื™ื– ื ื™ืฉื˜ ืคืึทืจืงื ืึทืกื˜ ืื™ืŸ ืžื™ืงืจืึธืžืึทื ืึทื’ืขืžืขื ื˜, ืึทื–ื•ื™ ืึทื– ืขืจ ืงืขืŸ ื ื™ืฉื˜ ืงืึทื ืคื™ื’ื™ืขืจ. ืึทืœืข ื“ื™ ืคืจื˜ื™ื ืžืึทื ื™ื•ืึทืœื™.

ืื•ืŸ ื ืึธืจ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ื– ืึท ืจืึธื•ื‘ืึทื˜ื™ืง ืึทืกื™ืกื˜ืึทื ื˜ ื•ื•ืึธืก ื“ื™ืœื– ืžื™ื˜ ืžื™ืงืจืึธื˜ืึทืกืงืก ืื•ืŸ ื”ืขืœืคึผืก DevOps.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืคืืจื•ื•ืืก ื˜ืึธืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ? ืขืจ ืคึผืขืจืคืึธืจืžื– ื“ืขืจ ื”ื•ื™ืคึผื˜ ื’ื•ื˜ ืื™ืŸ ืฆื•ื•ื™ื™ ื’ืขื‘ื™ื˜ืŸ:

  • ื•ื•ืขืŸ ื“ืขืจ ืžื•ืžื›ืข ื•ื•ืึธืก ื“ื™ืœื– ืžื™ื˜ ืงืœื™ืงื›ืึธื•ืกืข ื”ืื˜ ื ื™ืฉื˜ ื’ืขื ื•ื’ ื“ืขืจืคืึทืจื•ื ื’, ืึธื‘ืขืจ ืฉื•ื™ืŸ ื“ืึทืจืฃ ืฆื• ืึทืจื‘ืขื˜ืŸ ืงืœื™ืงื›ืึธื•ืกืข, ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืคืึทืกื™ืœืึทื˜ื™ื™ืฅ ื“ื™ ืึธืคึผืขืจืึทืฆื™ืข ืื•ืŸ ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืึทืจื‘ืขื˜ืŸ ืึท ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ ืžื™ื˜ ืึท ื’ืึทื ืฅ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ, ืึธืŸ ืฆื• ืคื™ืœ ื“ืขื˜ืึทืœ ื•ื•ื™ ื“ืึธืก ืึทืœืข ืึทืจื‘ืขื˜. ืื™ื ืขื•ื•ื™ื™ื ื™ืง. ืื™ืจ ื ืึธืจ ื’ืขื‘ืŸ ืื™ื ื”ื•ื™ืš-ืžื“ืจื’ื” ื˜ืึทืกืงืก, ืื•ืŸ ืขืก ืึทืจื‘ืขื˜.
  • ืื•ืŸ ื“ื™ ืจื’ืข ืึทืจื‘ืขื˜ ืื™ืŸ ื•ื•ืึธืก ืขืก ืคึผืขืจืคืึธืจืžื– ื‘ืขืกื˜ืขืจ ืื™ื– ื•ื•ืขืŸ ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ืึท ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ื˜ื™ืคึผื™ืฉ ื˜ืึทืกืงืก. ืจื™ืžื•ื•ื•ื– ืžื™ืงืจืึธื˜ืึทืกืงืก ืคื•ืŸ ืกื™ืกื˜ืขื ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืึธืก ืื™ื– ืžืขืจืกื˜ ื ื•ื™ื˜ื™ืง ืึธื“ืขืจ ื“ื•ืจืš ื™ืขื ืข ื•ื•ืึธืก ื ืึธืจ ืึธื ื”ื™ื™ื‘ืŸ ื–ื™ื™ืขืจ ื ืกื™ืขื”, ืึธื“ืขืจ ื“ื•ืจืš ื“ื™ ื•ื•ืึธืก ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืึธืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ื™ ืื™ื– ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ-ื‘ืื–ื™ืจื˜ ืฆื•ื’ืึทื ื’ ืึทื ื“ืขืจืฉ ืคื•ืŸ ืื ื“ืขืจืข ืกื™ืกื˜ืขืžืขืŸ? ืขืก ืื™ื– ื›ืขืœื. ืขืก ืื•ื™ืš ื”ืขืœืคึผืก ืฆื• ื™ื ืกื˜ืึทืœื™ืจืŸ ClickHouse; ืื™ืจ ืงืขื ืขืŸ ืฆื™ืขืŸ ื”ืขืœื ื˜ืฉืึทืจืฅ, ื•ื•ืึธืก ื•ื•ืขื˜ ืืคื™ืœื• ื™ื ืกื˜ืึทืœื™ืจืŸ ืึท ื’ืึทื ืฅ ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ. ื•ื•ืึธืก ืื™ื– ื“ืขืจ ื—ื™ืœื•ืง ืฆื•ื•ื™ืฉืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืื•ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ, ืœืžืฉืœ, ื”ืขืœื?

ื“ืขืจ ื”ื•ื™ืคึผื˜ ืคื•ื ื“ืึทืžืขื ื˜ืึทืœ ื—ื™ืœื•ืง ืื™ื– ืึทื– ื”ืขืœื ืื™ื– ืคึผืขืงืœ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืื•ืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ื’ื™ื™ื˜ ืึท ืฉืจื™ื˜ ื•ื•ื™ื™ึทื˜ืขืจ. ื“ืึธืก ืื™ื– ืฉื˜ื™ืฆืŸ ืคึฟืึทืจ ื“ื™ ื’ืื ืฆืข ืœืขื‘ืŸ ืฆื™ืงืœ. ื“ืึธืก ืื™ื– ื ื™ื˜ ื‘ืœื•ื™ื– ื™ื™ึทื ืžืึธื ื˜ื™ืจื•ื ื’, ื“ืึธืก ื–ืขื ืขืŸ ื•ื•ืึธื›ืขื“ื™ืง ื˜ืึทืกืงืก ื•ื•ืึธืก ืึทืจื™ื™ึทื ื ืขืžืขืŸ ืกืงื™ื™ืœื™ื ื’, ืฉืึทืจื“ื™ื ื’, ื“"ื” ืึทืœืฅ ื•ื•ืึธืก ื“ืึทืจืฃ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ื‘ืขืฉืึทืก ื“ื™ ืœืขื‘ืŸ ืฆื™ืงืœ (ืื•ื™ื‘ ื ื™ื™ื˜ื™ืง, ื“ืขืžืึธืœื˜ ื“ื™ืœื™ืฉืึทืŸ ืื•ื™ืš) - ื“ืึธืก ืื™ื– ืึทืœืข ื‘ืึทืฉืœืึธืกืŸ ื“ื•ืจืš ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ. ืขืก ืคืจื•ื•ื•ืŸ ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ืื•ืŸ ื˜ื™ื™ึทื ืขืŸ ื“ื™ ื’ืื ืฆืข ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืœื™ื™ืคืกื™ื™ืง. ื“ืึธืก ืื™ื– ื–ื™ื™ึทืŸ ืคื•ื ื“ืึทืžืขื ื˜ืึทืœ ื—ื™ืœื•ืง ืคื•ืŸ ืื ื“ืขืจืข ืกืึทืœื•ืฉืึทื ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ื“ืขืจืœืื ื’ื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืึธืก ืื™ื– ื’ืขื•ื•ืขืŸ ื“ืขืจ ื™ื ื˜ืจืึทื“ืึทืงื˜ืขืจื™ ื˜ื™ื™ืœ, ืœืึธืžื™ืจ ืคืึธืจื–ืขืฆืŸ.

ื•ื•ื™ ื˜ืึธืŸ ืžื™ืจ ื‘ื•ื™ืขืŸ ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ? ืžื™ืจ ื–ืขื ืขืŸ ื˜ืจื™ื™ื ื’ ืฆื• ืฆื•ื’ืึทื ื’ ื“ืขื ืึทืจื•ื™ืกื’ืขื‘ืŸ ืฆื• ืคื™ืจืŸ ื“ื™ ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ ื•ื•ื™ ืึท ืื™ื™ืŸ ืžื™ื˜ืœ.

ื“ืึธ ืžื™ืจ ื”ืึธื‘ืŸ ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื“ื™ ืœื™ื ืงืก ื–ื™ื™ึทื˜ ืคื•ืŸ ื“ื™ ื‘ื™ืœื“. ื“ืึธืก ืื™ื– YAML ืžื™ื˜ ืึท ืงื ื•ื™ืœ ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’, ื•ื•ืึธืก ืื™ื– ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ืฆื• Kubernetes ืื™ืŸ ื“ืขืจ ืงืœืึทืกื™ืฉ ื•ื•ืขื’ ื“ื•ืจืš kubectl. ื“ืึธืจื˜ ื ืขืžื˜ ื“ืึธืก ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืื•ืŸ ื˜ื•ื˜ ื–ืฒึทืŸ ื›ึผื™ืฉื•ืฃ. ืื•ืŸ ืื™ืŸ ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืกื›ืขืžืข. ื“ืึธืก ืื™ื– ืึทืŸ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืคื•ืŸ ClickHouse ืื™ืŸ Kubernetes.

ืื•ืŸ ื“ืขืžืึธืœื˜ ืžื™ืจ ื•ื•ืขืœืŸ ืกืœืึธื•ืœื™ ืงื•ืง ื•ื•ื™ ืคึผื•ื ืงื˜ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืึทืจื‘ืขื˜, ื•ื•ืึธืก ื˜ื™ืคึผื™ืฉ ื˜ืึทืกืงืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“. ืžื™ืจ ื•ื•ืขืœืŸ ื‘ืœื•ื™ื– ื‘ืึทื˜ืจืึทื›ื˜ืŸ ื˜ื™ืคึผื™ืฉ ื˜ืึทืกืงืก ื•ื•ื™ื™ึทืœ ืžื™ืจ ื”ืึธื‘ืŸ ืœื™ืžื™ื˜ืขื“ ืฆื™ื™ื˜. ืื•ืŸ ื ื™ื˜ ืึทืœืฅ ื•ื•ืึธืก ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืงืขื ืขืŸ ื‘ืึทืฉืœื™ืกืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื“ื™ืกืงืึทืกื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื–ืืœ ืก ืึธื ื”ื™ื™ื‘ืŸ ืคื•ืŸ ืคื™ืจ. ืื•ื ื“ื–ืขืจ ืคึผืจื•ื™ืขืงื˜ ืื™ื– ื’ืึธืจ ืึธืคึฟืŸ ืžืงื•ืจ, ืึทื–ื•ื™ ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ื™ ืขืก ืึทืจื‘ืขื˜ ืื•ื™ืฃ GitHub. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื’ื™ื™ื  ื•ื•ื™ื™ึทื˜ืขืจ ืคื•ืŸ ื“ื™ ืงืึทื ืกื™ื“ืขืจื™ื™ืฉืึทื ื– ืึทื– ืื•ื™ื‘ ืื™ืจ ื ืึธืจ ื•ื•ื™ืœืŸ ืฆื• ืงืึทื˜ืขืจ ืขืก, ืื™ืจ ืงืขื ืขืŸ ืึธื ื”ื™ื™ื‘ืŸ ืžื™ื˜ ื“ื™ ืฉื ืขืœ ืึธื ื”ื™ื™ื‘ ื’ื™ื™ื“.

ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืื™ืŸ ื“ืขื˜ืึทืœ, ืžื™ืจ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ื”ืึทืœื˜ืŸ ื“ื™ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ ืื™ืŸ ืึท ืžืขืจ ืึธื“ืขืจ ื•ื•ื™ื™ื ื™ืงืขืจ ืœื™ื™ึทื˜ื™ืฉ ืคืึธืจืขื.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืžื™ื˜ ืึท ืคึผืจืึทืงื˜ื™ืฉ ืคึผืจืึธื‘ืœืขื. ื“ืขืจ ืขืจืฉื˜ืขืจ ืึทืจื‘ืขื˜, ื•ื•ื• ืžื™ืจ ืึทืœืข ื•ื•ื™ืœืŸ ืฆื• ืึธื ื”ื™ื™ื‘ืŸ, ืื™ื– ืฆื• ืœื•ื™ืคืŸ ื“ื™ ืขืจืฉื˜ืขืจ ื‘ื™ื™ึทืฉืคึผื™ืœ ืขืคืขืก. ื•ื•ื™ ืงืขืŸ ืื™ืš ืงืึทื˜ืขืจ ืงืœื™ืงื›ืึธื•ืกืข ื ื™ืฆืŸ ื“ื™ ืึธืคึผืขืจืึทื˜ืึธืจ, ืืคื™ืœื• ืื•ื™ื‘ ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ื˜ืึทืงืข ื•ื•ื™ืกืŸ ื•ื•ื™ ืขืก ืึทืจื‘ืขื˜? ืžื™ืจ ืฉืจื™ื™ื‘ืŸ ืึท ืžืึทื ื™ืคืขืกื˜ืึธ, ื•ื•ื™ื™ึทืœ ... ื›ืœ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืžื™ื˜ ืง8ืก ืื™ื– ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ื“ื•ืจืš ืžืึทื ืึทืคืขืกื˜ื™ื™ืฉืึทื ื–.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืึธืก ืื™ื– ืึทื–ืึท ืึท ืงืึธืžืคึผืœืขืงืก ืžืึทื ื™ืคืขืกื˜ืึธ. ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ื›ื™ื™ืœื™ื™ื˜ื™ื“ ืื™ืŸ ืจื•ื™ื˜ ืื™ื– ื•ื•ืึธืก ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคืึธืงื•ืก ืื•ื™ืฃ. ืžื™ืจ ื‘ืขื˜ืŸ ื“ืขื ืึธืคึผืขืจืึทื˜ืึธืจ ืฆื• ืฉืึทืคึฟืŸ ืึท ืงื ื•ื™ืœ ืžื™ื˜ืŸ ื ืึธืžืขืŸ ื“ืขืžืึธ.

ื“ืืก ื–ืขื ืขืŸ ื™ืงืขืจื“ื™ืง ื‘ื™ื™ืฉืคื™ืœืŸ ืคึฟืึทืจ ืื™ืฆื˜. ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ื– ื ืึธืš ื ื™ืฉื˜ ื“ื™ืกืงืจื™ื™ื‘ื“, ืึธื‘ืขืจ ืžื™ืจ ื•ื•ืขืœืŸ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฆื• ืกื˜ืึธืจื™ื“ื–ืฉ ืึท ื‘ื™ืกืœ ืฉืคึผืขื˜ืขืจ. ืคึฟืึทืจ ืื™ืฆื˜, ืžื™ืจ ื•ื•ืขืœืŸ ืึธื‘ืกืขืจื•ื•ื™ืจืŸ ื“ื™ ื“ื™ื ืึทืžื™ืง ืคื•ืŸ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ื“ืขื ืงื ื•ื™ืœ.

ืžื™ืจ ื‘ืืฉืืคืŸ ื“ืขื ืžืึทื ื™ืคืขืกื˜ืึธ. ืžื™ืจ ืงืึธืจืžืขืŸ ืขืก ืฆื• ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ. ืขืจ ื”ืึธื˜ ื’ืขืึทืจื‘ืขื˜, ืขืจ ื”ืึธื˜ ื’ืขืžืึทื›ื˜ ื›ึผื™ืฉื•ืฃ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ื“ื™ ืงืึทื ืกืึธื•ืœ. ื“ืจื™ื™ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ื–ืขื ืขืŸ ืคื•ืŸ ืื™ื ื˜ืขืจืขืก: ืึท ืคึผืึธื“, ืฆื•ื•ื™ื™ ื‘ืึทื“ื™ื ื•ื ื’ืก ืื•ืŸ ืึท ืกื˜ื™ื™ื˜ืคื•ืœืกืขื˜.

ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื”ืื˜ ื’ืขืืจื‘ืขื˜, ืื•ืŸ ืžื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ืึธืก ืคึผื•ื ืงื˜ ืขืจ ื‘ืืฉืืคืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืขืจ ืฉืึทืคึฟื˜ ืขืคึผืขืก ืึทื–ืฑ. ืžื™ืจ ื”ืึธื‘ืŸ ืึท StatefulSet, Pod, ConfigMap ืคึฟืึทืจ ื™ืขื“ืขืจ ืจืขืคึผืœื™ืงืข, ConfigMap ืคึฟืึทืจ ื“ื™ ื’ืื ืฆืข ืงื ื•ื™ืœ. ืกืขืจื•ื•ื™ืกืขืก ื–ืขื ืขืŸ ืคืืจืœืื ื’ื˜ ื•ื•ื™ ืคึผืึธื–ื™ืฆื™ืข ื•ื•ื™ื™ื–ื˜ ืื™ืŸ ื“ืขื ืงื ื•ื™ืœ.

ืกืขืจื•ื•ื™ืกืขืก ื–ืขื ืขืŸ ื“ื™ ื”ื•ื™ืคื˜ ืœืึธื•ื“ ื‘ืึทืœืึทื ืกืขืจ ืกืขืจื•ื•ื™ืก ืื•ืŸ ืงืขื ืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืคึฟืึทืจ ื™ืขื“ืขืจ ืจืขืคึผืœื™ืงืข, ืคึฟืึทืจ ื™ืขื“ืขืจ ืฉืึทืจื“.

ืื•ื ื“ื–ืขืจ ื™ืงืขืจื“ื™ืง ืงื ื•ื™ืœ ืงื•ืงื˜ ืขืคึผืขืก ื•ื•ื™ ื“ืึธืก. ืขืก ืื™ื– ืคึฟื•ืŸ ืื™ื™ืŸ ื ืึธื“ืข.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ื’ื™ื™ืŸ ื•ื•ื™ื™ื˜ืขืจ ืื•ืŸ ืงืึธืžืคึผืœื™ืฆื™ืจืŸ ื“ื™ ื–ืึทื›ืŸ. ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืฉืึทืจื‘ืŸ ื“ืขื ืงื ื•ื™ืœ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ื ื“ื–ืขืจ ื˜ืึทืกืงืก ื•ื•ืึทืงืกืŸ, ื“ื™ื ืึทืžื™ืง ืึธื ื”ื™ื™ื‘. ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืœื™ื™ื’ืŸ ืึท ืฉืึทืจื‘ืŸ. ืžื™ืจ ื ืึธื›ื’ื™ื™ืŸ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’. ืžื™ืจ ื–ืขื ืขืŸ ื˜ืฉืึทื ื’ื™ื ื’ ืื•ื ื“ื–ืขืจ ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’. ืžื™ืจ ืึธื ื•ื•ื™ื™ึทื–ืŸ ืึทื– ืžื™ืจ ื•ื•ืขืœืŸ ืฆื•ื•ื™ื™ ืฉืึทืจื“ื–.

ื“ืึธืก ืื™ื– ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื˜ืขืงืข ื•ื•ืึธืก ื“ื™ื ืึทืžื™ืงืึทืœืœื™ ื“ืขื•ื•ืขืœืึธืคึผืก ืžื™ื˜ ื“ืขื ื•ื•ื•ึผืงืก ืคื•ืŸ ื“ื™ ืกื™ืกื˜ืขื. ืกื˜ืึธืจื™ื“ื–ืฉ ื ื™ื˜, ืกื˜ืึธืจื™ื“ื–ืฉ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื“ื™ืกืงืึทืกื˜ ื•ื•ื™ื™ึทื˜ืขืจ, ื“ืึธืก ืื™ื– ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื˜ืขืžืข.

ืžื™ืจ ืงืึธืจืžืขืŸ ื“ื™ YAML ืึธืคึผืขืจืึทื˜ืึธืจ ืื•ืŸ ื–ืขืŸ ื•ื•ืึธืก ื›ืึทืคึผืึทื ื–.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื’ืขื“ืึทื ืง ืื•ืŸ ื’ืขืžืื›ื˜ ื“ื™ ืคืืœื’ืขื ื“ืข ืขื ื˜ื™ื˜ื™ื–. ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืฆื•ื•ื™ื™ ืคึผืึธื“ืก, ื“ืจื™ื™ ืกืขืจื•ื•ื™ืกืขืก ืื•ืŸ ืคึผืœื•ืฆืœื™ื ื’ 2 ืกื˜ื™ื™ื˜ืคื•ืœืกืขืฅ. ืคืืจื•ื•ืืก 2 ืกื˜ื™ื™ื˜ืคื•ืœืกืขืฅ?

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ื™ืฃ ื“ื™ ื“ื™ืึทื’ืจืึทืžืข ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึทื–ื•ื™ - ื“ืึธืก ืื™ื– ืื•ื ื“ื–ืขืจ ืขืจืฉื˜ ืฉื˜ืึทื˜ ื•ื•ืขืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืื™ื™ืŸ ืคึผืึธื“.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึทื–ื•ื™. ื‘ื™ื– ืื™ืฆื˜ ืึทืœืฅ ืื™ื– ืคึผืฉื•ื˜, ืขืก ืื™ื– ื“ื•ืคึผืœื™ืงื™ื™ื˜ื™ื“.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ืคืืจื•ื•ืืก ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ืกื˜ื™ื™ื˜ืคื•ืœืกืขืฅ ื’ืขื•ื•ืืจืŸ? ื“ืึธ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื“ื™ื’ืจืขืกืก ืื•ืŸ ื“ื™ืกืงื•ื˜ื™ืจืŸ ื“ื™ ืงืฉื™ื ืคื•ืŸ ื•ื•ื™ ืคึผืึธื“ืก ื–ืขื ืขืŸ ื’ืขืจืื˜ืŸ ืื™ืŸ Kubernetes.

ืขืก ืื™ื– ืึท ื›ื™ื™ืคืขืฅ ื’ืขืจื•ืคึฟืŸ StatefulSet ื•ื•ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืฉืึทืคึฟืŸ ืึท ื’ืึทื ื’ ืคื•ืŸ ืคึผืึธื“ืก ืคึฟื•ืŸ ืึท ืžื•ืกื˜ืขืจ. ื“ืขืจ ืฉืœื™ืกืœ ืคืึทืงื˜ืึธืจ ื“ืึธ ืื™ื– ืžื•ืกื˜ืขืจ. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ืงืึทื˜ืขืจ ืคื™ืœืข ืคึผืึธื“ืก ืžื™ื˜ ืื™ื™ืŸ ืžื•ืกื˜ืขืจ ืื™ืŸ ืื™ื™ืŸ ืกื˜ืขืขืคื•ืœืกืขื˜. ืื•ืŸ ื“ืขืจ ืฉืœื™ืกืœ ืคืจืึทื–ืข ื“ืึธ ืื™ื– "ืคื™ืœืข ืคึผืึธื“ืก ืคึฟืึทืจ ืื™ื™ืŸ ืžื•ืกื˜ืขืจ."

ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื’ืจื•ื™ืก ื ืกื™ื•ืŸ ืฆื• ืžืึทื›ืŸ ื“ื™ ื’ืื ืฆืข ืงื ื•ื™ืœ, ืคึผืึทืงื™ื ื’ ืขืก ืื™ืŸ ืื™ื™ืŸ ืกื˜ืขืขืคื•ืœืกืขื˜. ืขืก ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ, ืขืก ืื™ื– ืงื™ื™ืŸ ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ืื™ื. ืื‘ืขืจ ืขืก ืื™ื– ืื™ื™ืŸ ืงื™ื™ื•ื•ื™ืึทื˜. ืื•ื™ื‘ ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืึทืกืขืžื‘ืึทืœ ืึท ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืงื ื•ื™ืœ, ื“ืึธืก ืื™ื–, ืคึฟื•ืŸ ืขื˜ืœืขื›ืข ื•ื•ืขืจืกื™ืขืก ืคื•ืŸ ืงืœื™ืงืงื”ืึธื•ืกืข, ื“ื™ ืฉืืœื•ืช ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ืื•ื™ืคืฉื˜ื™ื™ืŸ. ื™ืึธ, StatefulSet ืงืขื ืขืŸ ืžืึทื›ืŸ ืึท ืจืึธื•ืœื™ื ื’ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ, ืื•ืŸ ื“ืึธืจื˜ ืื™ืจ ืงืขื ืขืŸ ืจืึธื•ืœื“ ืึท ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข, ื“ืขืจืงืœืขืจืŸ ืึทื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคึผืจื•ื‘ื™ืจืŸ ื ื™ื˜ ืžืขืจ ื•ื•ื™ ืึทื–ื•ื™ ืคื™ืœืข ื ืึธื•ื“ื– ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜.

ืึธื‘ืขืจ ืื•ื™ื‘ ืžื™ืจ ืขืงืกื˜ืจืึทืคึผืึธืœื™ืจืŸ ื“ื™ ืึทืจื‘ืขื˜ ืื•ืŸ ื–ืึธื’ืŸ ืึทื– ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืžืึทื›ืŸ ืึท ื’ืึธืจ ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืงื ื•ื™ืœ ืื•ืŸ ืžื™ืจ ื˜ืึธืŸ ื ื™ืฉื˜ ื•ื•ืขืœืŸ ืฆื• ื˜ื•ื™ืฉืŸ ืคื•ืŸ ื“ื™ ืึทืœื˜ ื•ื•ืขืจืกื™ืข ืฆื• ืึท ื ื™ื™ึทืข ืžื™ื˜ ืึท ืจืึธื•ืœื™ื ื’ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ, ืึธื‘ืขืจ ืžื™ืจ ื ืึธืจ ื•ื•ื™ืœืŸ ืฆื• ืฉืึทืคึฟืŸ ืึท ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืงื ื•ื™ืœ ื‘ื™ื™ื“ืข ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื•ื•ืขืจืกื™ืขืก ืคื•ืŸ ClickHouse ืื•ืŸ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืกื˜ืึธืจื™ื“ื–ืฉ. ืžื™ืจ ื•ื•ืขืœืŸ, ืœืžืฉืœ, ืžืึทื›ืŸ ืขื˜ืœืขื›ืข ืจืขืคึผืœืึทืงืึทื– ืื•ื™ืฃ ื‘ืึทื–ื•ื ื“ืขืจ ื“ื™ืกืงืก, ืื•ื™ืฃ ืคึผืึทืžืขืœืขืš, ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ืฆื• ื’ืึธืจ ื‘ื•ื™ืขืŸ ืึท ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืงื ื•ื™ืœ. ืื•ืŸ ืจืขื›ื˜ ืฆื• ื“ืขื ืคืึทืงื˜ ืึทื– StatefulSet ืžืื›ื˜ ืึท ืกื˜ืึทื ื“ืขืจื“ื™ื™ื–ื“ ืœื™ื™ื–ื•ื ื’ ืคึฟื•ืŸ ืื™ื™ืŸ ืžื•ืกื˜ืขืจ, ืขืก ืื™ื– ืงื™ื™ืŸ ื•ื•ืขื’ ืฆื• ื˜ืึธืŸ ื“ืึธืก.

ื ืึธืš ืขื˜ืœืขื›ืข ื’ืขื“ืึทื ืง, ืขืก ืื™ื– ื‘ืึทืฉืœืึธืกืŸ ืึทื– ืžื™ืจ ื•ื•ืขืœืŸ ื˜ืึธืŸ ื“ืึธืก ืึทื–ื•ื™. ืžื™ืจ ื”ืึธื‘ืŸ ื™ืขื“ืขืจ ืจืขืคึผืœื™ืงืข ืื™ืŸ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืกื˜ื™ื™ื˜ืคื•ืœืกืขื˜. ืขืก ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ื“ื™ืกืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื– ืฆื• ื“ืขื ืœื™ื™ื–ื•ื ื’, ืึธื‘ืขืจ ืื™ืŸ ืคื™ืจ ืขืก ืื™ื– ืึทืœืข ื’ืึธืจ ืขื ืงืึทืคึผืกืึทืœื™ื™ื˜ื™ื“ ื“ื•ืจืš ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ. ืื•ืŸ ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื–. ืžื™ืจ ืงืขื ืขืŸ ื‘ื•ื™ืขืŸ ื“ื™ ืคึผื™ื ื˜ืœืขืš ืงื ื•ื™ืœ ืžื™ืจ ื•ื•ื™ืœืŸ, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืึท ืœืขื’ืึทืžืจืข ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืื™ื™ื ืขืจ. ื“ืขืจื™ื‘ืขืจ, ืื™ืŸ ืึท ืงื ื•ื™ืœ ืื™ืŸ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืฆื•ื•ื™ื™ ืฉืึทืจื“ื– ืžื™ื˜ ืื™ื™ืŸ ืจืขืคึผืœื™ืงืข, ืžื™ืจ ื•ื•ืขืœืŸ ื”ืึธื‘ืŸ 2 ืกื˜ืขื™ื˜ืคื•ืœืกืขืฅ ืื•ืŸ 2 ืคึผืึธื“ืก, ืคึผื•ื ืงื˜ ื•ื•ื™ื™ึทืœ ืžื™ืจ ืื•ื™ืกื“ืขืจื•ื•ื™ื™ืœื˜ ื“ืขื ืฆื•ื’ืึทื ื’ ืคึฟืึทืจ ื“ื™ ืื•ื™ื‘ืŸ ื“ืขืจืžืื ื˜ ืกื™ื‘ื•ืช ืฆื• ืงืขื ืขืŸ ื‘ื•ื™ืขืŸ ืึท ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืงื ื•ื™ืœ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ื–ื™ืš ืื•ืžืงืขืจืŸ ืฆื• ืคึผืจืึทืงื˜ื™ืฉืข ืคึผืจืึธื‘ืœืขืžืขืŸ. ืื™ืŸ ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ ื•ืกืขืจืก, ื“.ื”. ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืึธืŸ ืขื˜ืœืขื›ืข ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืคื•ืŸ ClickHouse ืื™ืŸ Kubernetes. ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื’ื™ื˜ ืึทืœืข ื“ื™ ืคึผืึทืกืึทื‘ื™ืœืึทื˜ื™ื– ืคึฟืึทืจ ื“ืขื.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ืจ ืงืขื ืขืŸ ืฉืจื™ื™ึทื‘ืŸ ื•ื•ืึธืก ืžื™ืจ ื•ื•ื™ืœืŸ ื’ืœื™ื™ึทืš ืื™ืŸ YAML. ื›ืœ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืึธืคึผืฆื™ืขืก ื–ืขื ืขืŸ ืžืึทืคึผื˜ ื’ืœื™ื™ืš ืคึฟื•ืŸ ื“ืขื YAML ืื™ืŸ ClickHouse ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทื ื–, ื•ื•ืึธืก ื–ืขื ืขืŸ ื“ืึทืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืื™ื‘ืขืจ ื“ื™ ืงื ื•ื™ืœ.

ืื™ืจ ืงืขื ืขืŸ ืฉืจื™ื™ึทื‘ืŸ ืขืก ืึทื–ื•ื™. ื“ืึธืก ืื™ื– ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ. ื“ื™ ืคึผืึทืจืึธืœ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื™ื ืงืจื™ืคึผื˜ื™ื“. ืœืขื’ืึทืžืจืข ืึทืœืข ืงืœื™ืงื›ืึธื•ืกืข ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืึธืคึผืฆื™ืขืก ื–ืขื ืขืŸ ื’ืขืฉื˜ื™ืฆื˜. ื“ืึธ ืก ื ืึธืจ ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ.

ื“ื™ ืงื ื•ื™ืœ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืื™ื– ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ื•ื•ื™ ืึท ืงืึธื ืคื™ื’ืžืึทืคึผ. ืื™ืŸ ืคื™ืจ, ื“ื™ ConfigMap ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื™ื– ื ื™ืฉื˜ ื’ืœื™ื™ืš, ืึทื–ื•ื™ ืื•ื™ื‘ ื“ืขืจ ืงื ื•ื™ืœ ืื™ื– ื’ืจื•ื™ืก, ื“ืขืจ ืคึผืจืึธืฆืขืก ืคื•ืŸ ืคึผื•ืฉื™ื ื’ ื“ื™ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ื ืขืžื˜ ืขื˜ืœืขื›ืข ืžืึธืœ. ืื‘ืขืจ ืึทืœืข ื“ืขื ืื™ื– ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื ืฆื• ื ื•ืฆืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื–ืืœ ืก ืงืึธืžืคึผืœื™ืฆื™ืจืŸ ื“ื™ ืึทืจื‘ืขื˜. ื“ืขืจ ืงื ื•ื™ืœ ืื™ื– ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’. ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืจืขืคึผืœืึทืงื™ื™ื˜ ื“ืึทื˜ืŸ. ืึทื– ืื™ื–, ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืฆื•ื•ื™ื™ ืฉืึทืจื“ื–, ืื™ื™ืŸ ืจืขืคึผืœื™ืงืข ื™ืขื“ืขืจ, ืื•ืŸ ื“ื™ ื™ื•ื–ืขืจื– ื–ืขื ืขืŸ ืงืึทื ืคื™ื’ื™ืขืจื“. ืžื™ืจ ื•ื•ืึทืงืกืŸ ืื•ืŸ ื•ื•ื™ืœืŸ ืฆื• ื˜ืึธืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืึธืก ื˜ืึธืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืคึฟืึทืจ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ?

ืžื™ืจ ื“ืึทืจืคึฟืŸ ZooKeeper. ืื™ืŸ ClickHouse, ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ื’ืขื‘ื•ื™ื˜ ืžื™ื˜ ZooKeeper. ZooKeeper ืื™ื– ื“ืืจืฃ ืึทื–ื•ื™ ืึทื– ืคืึทืจืฉื™ื“ืขื ืข ClickHouse ืจืขืคึผืœืึทืงืึทื– ื”ืึธื‘ืŸ ืึท ืงืึธื ืกืขื ืกื•ืก ื•ื•ืขื’ืŸ ื•ื•ืึธืก ื“ืึทื˜ืŸ ื‘ืœืึทืงืก ื–ืขื ืขืŸ ืื•ื™ืฃ ื•ื•ืึธืก ClickHouse.

ZooKeeper ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ื“ื•ืจืš ื•ื•ืขืจ ืขืก ื™ื–. ืื•ื™ื‘ ื“ื™ ืคืึทืจื ืขืžื•ื ื’ ื”ืื˜ ืึท ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ZooKeeper, ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜. ืื•ื™ื‘ ื ื™ื˜, ืื™ืจ ืงืขื ืขืŸ ื™ื ืกื˜ืึทืœื™ืจืŸ ืขืก ืคึฟื•ืŸ ืื•ื ื“ื–ืขืจ ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™. ืขืก ืื™ื– ืึท ื™ื ืกื˜ืึทืœืœืขืจ ื•ื•ืึธืก ืžืื›ื˜ ื“ื™ ื’ืื ืฆืข ื–ืึทืš ื’ืจื™ื ื’ืขืจ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ื“ื™ ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ื“ื™ืึทื’ืจืึทืžืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื’ืื ืฆืข ืกื™ืกื˜ืขื ื˜ื•ืจื ืก ืื•ื™ืก ื•ื•ื™ ื“ืึธืก. ืžื™ืจ ื”ืึธื‘ืŸ Kubernetes ื•ื•ื™ ืึท ืคึผืœืึทื˜ืคืึธืจืžืข. ืขืก ืขืงืกืึทืงื™ื•ืฅ ื“ื™ ืงืœื™ืงื›ืึธื•ืกืข ืึธืคึผืขืจืึทื˜ืึธืจ. ืื™ืš ืคึผื™ืงื˜ืฉืขืจื“ ZooKeeper ื“ืึธ. ืื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื™ื ื˜ืขืจืึทืงืฅ ืžื™ื˜ ClickHouse ืื•ืŸ ZooKeeper. ืึทื– ืื™ื–, ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ืจืขื–ื•ืœื˜ืึทื˜ืŸ.

ืื•ืŸ ืึทืœืข ื“ืขื ืื™ื– ื ื™ื™ื˜ื™ืง ืคึฟืึทืจ ClickHouse ืฆื• ื”ืฆืœื—ื” ืจืขืคึผืœืึทืงื™ื™ื˜ ื“ืึทื˜ืŸ ืื™ืŸ ืง8ืก.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ืื™ืฆื˜ ืงื•ืงืŸ ืื™ืŸ ื“ื™ ืึทืจื‘ืขื˜ ื–ื™ืš, ื•ื•ื™ ื“ืขืจ ื‘ืึทืฉื™ื™ึทืžืคึผืขืจืœืขืš ืคึฟืึทืจ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ื•ื•ืขื˜ ืงื•ืงืŸ ื•ื•ื™.

ืžื™ืจ ืœื™ื™ื’ืŸ ืฆื•ื•ื™ื™ ืกืขืงืฉืึทื ื– ืฆื• ืื•ื ื“ื–ืขืจ ืžืึทื ืึทืคืขืกื˜ื™ื™ืฉืึทืŸ. ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื– ื•ื•ื• ืฆื• ื‘ืึทืงื•ืžืขืŸ ZooKeeper, ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืื™ืŸ Kubernetes ืึธื“ืขืจ ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง. ื“ืืก ืื™ื– ื‘ืœื•ื™ื– ืึท ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’. ืื•ืŸ ืžื™ืจ ืกื“ืจ ืจืขืคึผืœืึทืงืึทื–. ื™ืขื ืข. ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื•ื•ื™ื™ ืจืขืคึผืœืึทืงืึทื–. ืื™ืŸ ื’ืึทื ืฅ, ืžื™ืจ ื–ืึธืœ ื”ืึธื‘ืŸ 4 ืคึผืึธื“ืก ื‘ื™ื™ึท ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜. ืžื™ืจ ื’ืขื“ืขื ืงืขืŸ ื•ื•ืขื’ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ, ืขืก ื•ื•ืขื˜ ืงื•ืžืขืŸ ืฆื•ืจื™ืง ืึท ื‘ื™ืกืœ ืฉืคึผืขื˜ืขืจ. ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ื– ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื’ืขืฉื™ื›ื˜ืข.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึทื–ื•ื™.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืขืก ื•ื•ืขืจื˜ ืึทื–ื•ื™. ืจืขืคึผืœืึทืงืึทื– ื–ืขื ืขืŸ ืฆื•ื’ืขื’ืขื‘ืŸ. ื“ืข ืจ 4ื˜ืข ืจ ื”ื ื˜ ื ื™ืฉ ื˜ ื’ืขืคืืื˜ , ืžื™ ืจ ื’ืœื•ื™ื‘ืŸ , ื ื– ื“ืืจ ื˜ ืงืื ืข ืŸ ื–ืฒ ืŸ ืคื™ ืœ ืคื• ืŸ ื–ืฒ . ืื•ืŸ ZooKeeper ืื™ื– ืฆื•ื’ืขื’ืขื‘ืŸ ืฆื• ื“ื™ ื–ื™ื™ึทื˜. ื“ื™ ืกืงื™ืžื– ื–ืขื ืขืŸ ืฉื™ื™ืŸ ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ืขืก ืื™ื– ืฆื™ื™ื˜ ืฆื• ืœื™ื™ื’ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ ืึทืจื‘ืขื˜. ืžื™ืจ ื•ื•ืขืœืŸ ืœื™ื™ื’ืŸ ืคึผืขืจืกื™ืกื˜ืขื ื˜ ืกื˜ืึธืจื™ื“ื–ืฉ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)ืคึฟืึทืจ ืคึผืขืจืกื™ืกื˜ืขื ื˜ ืกื˜ืึธืจื™ื“ื–ืฉ ืžื™ืจ ื”ืึธื‘ืŸ ืคืึทืจืฉื™ื“ืŸ ืึธืคึผืฆื™ืขืก.

ืื•ื™ื‘ ืžื™ืจ ืœื•ื™ืคืŸ ืื™ืŸ ืึท ื•ื•ืึธืœืงืŸ ืฉืคึผื™ื™ึทื–ืขืจ, ืœืžืฉืœ, ื ื™ืฆืŸ ืึทืžืึทื–ืึธืŸ, Google, ืขืก ืื™ื– ืึท ื’ืจื•ื™ืก ื ืกื™ื•ืŸ ืฆื• ื ื•ืฆืŸ ื•ื•ืึธืœืงืŸ ืกื˜ืึธืจื™ื“ื–ืฉ. ืขืก ืื™ื– ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื, ืขืก ืื™ื– ื’ื•ื˜.

ืื•ืŸ ืขืก ืื™ื– ืึท ืฆื•ื•ื™ื™ื˜ ืึธืคึผืฆื™ืข. ื“ืึธืก ืื™ื– ืคึฟืึทืจ ื”ื™ื’ืข ืกื˜ืึธืจื™ื“ื–ืฉ, ื•ื•ืขืŸ ืžื™ืจ ื”ืึธื‘ืŸ ื”ื™ื’ืข ื“ื™ืกืงืก ืื•ื™ืฃ ื™ืขื“ืขืจ ื ืึธื“ืข. ื“ืขื ืึธืคึผืฆื™ืข ืื™ื– ืคื™ืœ ืžืขืจ ืฉื•ื•ืขืจ ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜, ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜ ืขืก ืื™ื– ืžืขืจ ืคึผืจืึธื“ื•ืงื˜ื™ื•ื•.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ื–ืขืŸ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ื•ื•ืขื’ืŸ ื•ื•ืึธืœืงืŸ ืกื˜ืึธืจื™ื“ื–ืฉ.

ืขืก ื–ืขื ืขืŸ ืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื–. ืขืก ืื™ื– ื–ื™ื™ืขืจ ื’ืจื™ื ื’ ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ. ืžื™ืจ ืคืฉื•ื˜ ืกื“ืจ ืคื•ืŸ ื“ื™ ื•ื•ืึธืœืงืŸ ืฉืคึผื™ื™ึทื–ืขืจ ืึทื– ื‘ื™ื˜ืข ื’ืขื‘ืŸ ืื•ื ื“ื– ืกื˜ืึธืจื™ื“ื–ืฉ ืคื•ืŸ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืงืึทืคึผืึทืฆื™ื˜ืขื˜, ืคื•ืŸ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืงืœืึทืก. ืงืœืืกืŸ ื–ืขื ืขืŸ ืกืงืขื“ื–ืฉื•ืœื“ ื“ื•ืจืš ืคึผืจืึทื•ื•ื™ื™ื“ืขืจื– ื™ื ื“ื™ืคึผืขื ื“ืึทื ื˜ืœื™.

ืื•ืŸ ืขืก ืื™ื– ืึท ืฉื˜ืขืจื•ื ื’. ืคึฟืึทืจ ืขื˜ืœืขื›ืข, ื“ืึธืก ืื™ื– ืึท ื ื™ื˜-ืงืจื™ื˜ื™ืฉ ืฉื˜ืขืจื•ื ื’. ืคื•ืŸ ืงื•ืจืก, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืขื˜ืœืขื›ืข ืคืึธืจืฉื˜ืขืœื•ื ื’ ื™ืฉื•ื–. ืขืก ืื™ื– ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื ืฆื• ื ื•ืฆืŸ ืื•ืŸ ืคืึทืจืœืึธื–ืœืขืš, ืึธื‘ืขืจ ืขืก ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ืคึผืึธื˜ืขื ืฆื™ืขืœ ื“ื™ืกืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื–.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ื•ื•ื™ื™ึทืœ ืงืœื™ืงื›ืึธื•ืกืข ืคืึธื•ืงื™ืกื™ื– ืกืคึผืึทืกื™ืคื™ืงืœื™ ืื•ื™ืฃ ืคึผืจืึธื•ื“ืึทืงื˜ื™ื•ื•ื™ื˜ื™, ืžืขืŸ ืงืขืŸ ืืคื™ืœื• ื–ืึธื’ืŸ ืึทื– ืขืก ืกืงื•ื•ื™ื–ื™ื– ืึทืœืฅ ืขืก ืงืขื ืขืŸ, ื•ื•ืึธืก ืื™ื– ื•ื•ืึธืก ืคื™ืœืข ืงืœื™ื™ืึทื ืฅ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืงื•ื•ืขื˜ืฉืŸ ืžืึทืงืกื™ืžื•ื ืคึผืจืึธื•ื“ืึทืงื˜ื™ื•ื•ื™ื˜ื™.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืžืขืจืกื˜ ืื•ื™ืก ืคื•ืŸ ืขืก, ืžื™ืจ ื“ืึทืจืคึฟืŸ ื”ื™ื’ืข ืกื˜ืึธืจื™ื“ื–ืฉ.

Kubernetes ื’ื™ื˜ ื“ืจื™ื™ ืึทื‘ืกื˜ืจืึทืงืฆื™ืขืก ืคึฟืึทืจ ื ื™ืฆืŸ ื”ื™ื’ืข ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ืŸ Kubernetes. ื“ืืก:

  • EmptyDir
  • ื”ืึธืกื˜ืคึผืึทื˜ื”.
  • ืึธืจื˜ื™ืง

ื–ืืœ ืก ืงื•ืง ืื™ืŸ ื•ื•ื™ ื–ื™ื™ ืึทื ื“ืขืจืฉ ืื•ืŸ ื•ื•ื™ ื–ื™ื™ ื–ืขื ืขืŸ ืขื ืœืขืš.

ืขืจืฉื˜ืขืจ, ืื™ืŸ ืึทืœืข ื“ืจื™ื™ ืึทืคึผืจืึธื•ื˜ืฉื™ื– ืžื™ืจ ื”ืึธื‘ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ - ื“ืึธืก ื–ืขื ืขืŸ ื”ื™ื’ืข ื“ื™ืกืงืก ื•ื•ืึธืก ื–ืขื ืขืŸ ืœื™ื’ืŸ ืื•ื™ืฃ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื’ืฉืžื™ื•ืช ืง8 ืก ื ืึธื“ืข. ืื‘ืขืจ ื–ื™ื™ ื”ืึธื‘ืŸ ืขื˜ืœืขื›ืข ื“ื™ืคืขืจืึทื ืกื™ื–.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืžื™ื˜ ื“ื™ ืกื™ืžืคึผืœืึทืกื˜ ืื™ื™ื ืขืจ, ื“"ื” ืœื™ื™ื“ื™ืงื“ื™ืจ. ื•ื•ืึธืก ืื™ื– ื“ืึธืก ืื™ืŸ ืคื™ืจ? ืื™ืŸ ืื•ื ื“ื–ืขืจ ืกืคึผืขืกื™ืคื™ืงืึทื˜ื™ืึธืŸ, ืžื™ืจ ื‘ืขื˜ืŸ ื“ื™ ืงืึทื ื˜ื™ื™ื ืขืจื– ืกื™ืกื˜ืขื (ืจื•ื‘ึฟ ืึธืคื˜ ื“ืึธืงืงืขืจ) ืฆื• ืฆื•ืฉื˜ืขืœืŸ ืื•ื ื“ื– ืึทืงืกืขืก ืฆื• ืึท ื˜ืขืงืข ืื•ื™ืฃ ื“ื™ ื”ื™ื’ืข ื“ื™ืกืง.

ืื™ืŸ ืคื™ืจ, Docker ืงืจื™ื™ื™ืฅ ืึท ืฆื™ื™ึทื˜ื•ื•ื™ื™ึทืœื™ืง ื˜ืขืงืข ืขืจื’ืขืฅ ืื•ื™ืฃ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคึผืึทื˜ืก ืื•ืŸ ืจื•ืคื˜ ืขืก ืึท ืœืึทื ื’ ื”ืึทืฉ. ืื•ืŸ ื’ื™ื˜ ืึท ืฆื•ื‘ื™ื ื“ ืฆื• ืึทืงืกืขืก ืขืก.

ื•ื•ื™ ื•ื•ืขื˜ ื“ืึธืก ืึทืจื‘ืขื˜ ืื•ื™ืฃ ืคืึธืจืฉื˜ืขืœื•ื ื’? ื“ืึธืก ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ื”ื™ื’ืข ื“ื™ืกืง ื’ื™ื›ืงื™ื™ึทื˜, ื™.ืข. ื“ืึธืก ืื™ื– ืคื•ืœ ืึทืงืกืขืก ืฆื• ื“ื™ื™ืŸ ืฉืจื•ื™ืฃ.

ืื‘ืขืจ ื“ืขื ืคืึทืœ ื”ืื˜ ื–ื™ื™ึทืŸ ืฉื˜ืขืจื•ื ื’. ืคึผืขืจืกื™ืกื˜ืขื ื˜ ืื™ื– ื’ืึทื ืฅ ืกืึธืคืขืงื“ื™ืง ืื™ืŸ ื“ืขื ืขื ื™ืŸ. ื“ืขืจ ืขืจืฉื˜ืขืจ ืžืึธืœ ื“ืึธืงืขืจ ื‘ืื•ื•ืขื’ื˜ ืžื™ื˜ ืงืึทื ื˜ื™ื™ื ืขืจื–, ืคึผืขืจืกื™ืกื˜ืขื ื˜ ืื™ื– ืคืึทืจืคืึทืœืŸ. ืื•ื™ื‘ Kubernetes ื•ื•ื™ืœ ืฆื• ืึทืจื™ื‘ืขืจืคื™ืจืŸ ื“ืขื ืคึผืึธื“ ืฆื• ืืŸ ืื ื“ืขืจ ื“ื™ืกืง ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื”, ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืคืึทืจืคืึทืœืŸ.

ื“ืขืจ ืฆื•ื’ืึทื ื’ ืื™ื– ื’ื•ื˜ ืคึฟืึทืจ ื˜ืขืกืฅ, ื•ื•ื™ื™ึทืœ ืขืก ืฉื•ื™ืŸ ื•ื•ื™ื™ื–ื˜ ื ืึธืจืžืึทืœ ื’ื™ื›ืงื™ื™ึทื˜, ืึธื‘ืขืจ ืคึฟืึทืจ ืขืคึผืขืก ืขืจื ืกื˜ ื“ืขื ืึธืคึผืฆื™ืข ืื™ื– ื ื™ืฉื˜ ืคึผืึทืกื™ืง.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืขืจื™ื‘ืขืจ ืขืก ืื™ื– ืึท ืฆื•ื•ื™ื™ื˜ ืฆื•ื’ืึทื ื’. ื“ืึธืก ืื™ื– hostPath. ืื•ื™ื‘ ืื™ืจ ืงื•ืง ืื™ืŸ ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ืจื•ืง ืื•ืŸ ื“ืขื, ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื‘ืœื•ื™ื– ืื™ื™ืŸ ื—ื™ืœื•ืง. ืื•ื ื“ื–ืขืจ ื˜ืขืงืข ืื™ื– ืืจื™ื‘ืขืจื’ืขืคืืจืŸ ืคื•ืŸ ื“ืึธืงืขืจ ื’ืœื™ื™ึทืš ืฆื• ื“ื™ Kubernetes ื ืึธื“ืข. ืขืก ืื™ื– ืึท ื‘ื™ืกืœ ืกื™ืžืคึผืœืขืจ ื“ืึธ. ืžื™ืจ ื’ืœื™ื™ืš ืกืคึผืขืฆื™ืคื™ืฆื™ืจืŸ ื“ืขื ื“ืจืš ืื•ื™ืฃ ื“ื™ ื”ื™ื’ืข ื˜ืขืงืข ืกื™ืกื˜ืขื ื•ื•ื• ืžื™ืจ ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ืงืจืึธื ืื•ื ื“ื–ืขืจ ื“ืึทื˜ืŸ.

ื“ืขื ืื•ืคึฟืŸ ื”ืื˜ ืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื–. ื“ืึธืก ืื™ื– ืฉื•ื™ืŸ ืึท ืคืึทืงื˜ื™ืฉ ืคึผืขืจืกื™ืกื˜ืขื ื˜, ืื•ืŸ ืึท ืงืœืึทืกื™ืฉ ืื™ื™ื ืขืจ ืื™ืŸ ื“ืขื. ืžื™ืจ ื•ื•ืขืœืŸ ื”ืึธื‘ืŸ ื“ืึทื˜ืŸ ืจืขืงืึธืจื“ืขื“ ืื•ื™ืฃ ื“ื™ ื“ื™ืกืง ืื™ืŸ ืขื˜ืœืขื›ืข ืึทื“ืจืขืก.

ืขืก ื–ืขื ืขืŸ ืื•ื™ืš ื“ื™ืกืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื–. ื“ืึธืก ืื™ื– ื“ื™ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’. ืื•ื ื“ื–ืขืจ ืงื•ื‘ืขืจื ืขื˜ืขืก ืงืขืŸ ื•ื•ืขืœืŸ ืฆื• ืึทืจื™ื‘ืขืจืคื™ืจืŸ ื“ื™ ืคึผืึธื“ ืฆื• ืืŸ ืื ื“ืขืจ ื’ืฉืžื™ื•ืช ื ืึธื“ืข. ืื•ืŸ ื“ืึธืก ืื™ื– ื•ื•ื• DevOps ืงื•ืžื˜ ืื™ืŸ ืฉืคึผื™ืœ. ืขืจ ืžื•ื–ืŸ ืจื™ื›ื˜ื™ืง ื“ืขืจืงืœืขืจืŸ ื“ื™ ื’ืื ืฆืข ืกื™ืกื˜ืขื ืึทื– ื“ื™ ืคึผืึธื“ืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืืจื™ื‘ืขืจื’ืขืคืืจืŸ ื‘ืœื•ื™ื– ืฆื• ื“ื™ ื ืึธื•ื“ื– ืื•ื™ืฃ ื•ื•ืึธืก ืื™ืจ ื”ืึธื‘ืŸ ืขืคึผืขืก ืžืึธื•ื ื˜ืขื“ ืฆื•ื–ืืžืขืŸ ื“ื™ ืคึผืึทื˜ืก, ืื•ืŸ ื ื™ื˜ ืžืขืจ ื•ื•ื™ ืื™ื™ืŸ ื ืึธื“ืข ืื™ืŸ ืึท ืฆื™ื™ึทื˜. ืขืก ืื™ื– ื’ืึทื ืฅ ืฉื•ื•ืขืจ.

ืกืคึผืขืฆื™ืขืœ ืคึฟืึทืจ ื“ื™ ืฆื•ื•ืขืงืŸ, ืžื™ืจ ื’ืขืžืื›ื˜ ื˜ืขืžืคึผืœืึทื˜ืขืก ืื™ืŸ ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืฆื• ื‘ืึทื”ืึทืœื˜ืŸ ืึทืœืข ื“ืขื ืงืึทืžืคึผืœืขืงืกื™ื˜ื™. ืื•ืŸ ืื™ืจ ืงืขืŸ ืคืฉื•ื˜ ื–ืึธื’ืŸ: "ืื™ืš ื•ื•ื™ืœืŸ ืฆื• ื”ืึธื‘ืŸ ืื™ื™ืŸ ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ืงืœื™ืงื›ืึธื•ืกืข ืคึฟืึทืจ ื™ืขื“ืขืจ ื’ืฉืžื™ื•ืช ื ืึธื“ืข ืื•ืŸ ืื•ื™ืฃ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืึท ื•ื•ืขื’."

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื‘ืขืจ ืžื™ืจ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื“ื™ ืื™ื™ื ืฆื™ื’ืกื˜ืข ื•ื•ืืก ื“ืืจืคืŸ ื“ืขื ื ื•ื™ื˜, ื“ืขืจื™ื‘ืขืจ ืคืืจืฉื˜ื™ื™ืขืŸ ื“ื™ ื’ื‘ื™ืจื™ื ืคื•ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก ืืœื™ื™ืŸ ืื•ื™ืš ืื– ืžืขืŸ ื•ื•ื™ืœ ื”ืื‘ืŸ ืฆื•ื˜ืจื™ื˜ ืฆื• ืคื™ื–ื™ืฉืข ื“ื™ืกืงืก, ื“ืขืจื™ื‘ืขืจ ืฆื•ืฉื˜ืขืœืŸ ื–ื™ื™ ื ื“ืจื™ื˜ืข ืฉื™ื›ื˜ืข.

ืขืก ืื™ื– ื’ืขืจื•ืคืŸ ื”ื™ื’ืข. ืขืก ืื™ื– ืคึผืจืึทืงื˜ืึทืงืœื™ ืงื™ื™ืŸ ื—ื™ืœื•ืง ืคื•ืŸ ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ืจื•ืง. ื‘ืœื•ื™ื– ืื™ื™ื“ืขืจ ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืžืึทื ื™ื•ืึทืœื™ ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ืึทื– ืžื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ืึทืจื™ื‘ืขืจืคื™ืจืŸ ื“ื™ ืคึผืึธื“ืก ืคื•ืŸ ื ืึธื“ืข ืฆื• ื ืึธื“ืข, ื•ื•ื™ื™ึทืœ ื–ื™ื™ ืžื•ื–ืŸ ื–ื™ื™ืŸ ืึทื˜ืึทื˜ืฉื˜ ืฆื•ื–ืืžืขืŸ ืขื˜ืœืขื›ืข ื•ื•ืขื’ ืฆื• ืึท ื”ื™ื’ืข ื’ืฉืžื™ื•ืช ื“ื™ืกืง, ืึธื‘ืขืจ ืื™ืฆื˜ ืึทืœืข ื“ืขื ื•ื•ื™ืกืŸ ืื™ื– ืขื ืงืึทืคึผืกืึทืœื™ื™ื˜ื™ื“ ืื™ืŸ Kubernetes ื–ื™ืš. ืื•ืŸ ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืฆื• ื–ื™ื™ืŸ ืคื™ืœ ื’ืจื™ื ื’ืขืจ ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ื–ื™ืš ืื•ืžืงืขืจืŸ ืฆื• ืื•ื ื“ื–ืขืจ ืคึผืจืึทืงื˜ื™ืฉืขืจ ืคึผืจืึธื‘ืœืขื. ืœืึธืžื™ืจ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฆื• ื“ื™ YAML ืžื•ืกื˜ืขืจ. ื“ืึธ ืžื™ืจ ื”ืึธื‘ืŸ ืคืึทืงื˜ื™ืฉ ืกื˜ืึธืจื™ื“ื–ืฉ. ืžื™ืจ ื–ืขื ืขืŸ ืฆื•ืจื™ืง ืื™ืŸ ืื™ื. ืžื™ืจ ืฉื˜ืขืœืŸ ื“ื™ ืงืœืึทืกื™ืฉ VolumeClaim ืžื•ืกื˜ืขืจ ื•ื•ื™ ืื™ืŸ k8s. ืื•ืŸ ืžื™ืจ ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ื•ื•ืึธืก ืžื™ืŸ ืคื•ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืžื™ืจ ื•ื•ื™ืœืŸ.

ื ืึธืš ื“ืขื, k8s ื•ื•ืขื˜ ื‘ืขื˜ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ. ื•ื•ืขื˜ ืึทืœืึทืงื™ื™ื˜ ืขืก ืฆื• ืื•ื ื“ื– ืื™ืŸ ื“ื™ StatefulSet. ืื•ืŸ ืื™ืŸ ื“ื™ ืกื•ืฃ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืื™ืŸ ื“ื™ ื‘ืึทื–ื™ื™ึทื˜ื™ืงื•ื ื’ ืคื•ืŸ ClickHouse.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ืจ ื”ืึธื‘ืŸ ื“ืขื ืคึผืœืึทืŸ. ืื•ื ื“ื–ืขืจ ืคึผืขืจืกื™ืกื˜ืขื ื˜ ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ื– ืจื•ื™ื˜, ื•ื•ืึธืก ืกื™ืžื“ ืฆื• ืึธื ื•ื•ื™ื™ึทื–ืŸ ืึทื– ืขืก ื“ืืจืฃ ืฆื• ื–ื™ื™ืŸ ื’ืขื˜ืืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ืขืก ื•ื•ืขืจื˜ ื’ืจื™ืŸ. ืื™ืฆื˜ ื“ื™ ClickHouse ืื•ื™ืฃ k8s ืงื ื•ื™ืœ ืกื›ืขืžืข ืื™ื– ื’ืึธืจ ืคื™ื™ื ืึทืœื™ื™ื–ื“. ืžื™ืจ ื”ืึธื‘ืŸ ืฉืึทืจื“ื–, ืจืขืคึผืœืึทืงืึทื–, ZooKeeper, ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคืึทืงื˜ื™ืฉ ืคึผืขืจืกื™ืกื˜ืขื ื˜, ื•ื•ืึธืก ืื™ื– ื™ืžืคึผืœืึทืžืขื ืึทื“ ืื™ืŸ ืื™ื™ืŸ ืึธื“ืขืจ ืื ื“ืขืจืŸ ื•ื•ืขื’. ื“ืขืจ ืกื›ืขืžืข ืื™ื– ืฉื•ื™ืŸ ื’ืึธืจ ืึทืคึผืขืจื™ื™ืฉืึทื ืึทืœ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ืจ ืœืขื‘ืŸ ื•ื•ื™ื™ื˜ืขืจ. ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ ืื™ื– ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’. ืื•ืŸ ืึทืœืขืงืกื™ื™ ืคืจื•ื•ื•ื˜ ืื•ืŸ ืจื™ืœื™ืกื™ื– ืึท ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹ClickHouse.

ื ืคึผืจืึทืงื˜ื™ืฉ ืึทืจื‘ืขื˜ ืขืจื™ื™ื–ืึทื– - ืฆื• ืคึผืจื•ื‘ื™ืจืŸ ื“ื™ ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹ClickHouse ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ. ืื•ืŸ, ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš, ืื™ืจ ื˜ืึธืŸ ื ื™ืฉื˜ ื•ื•ืขืœืŸ ืฆื• ืจืึธื•ืœื“ ืขืก ืึทืœืข ืื•ื™ืก; ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืฉื˜ืขืœืŸ ืึท ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข ืื™ืŸ ืื™ื™ืŸ ืจืขืคึผืœื™ืงืข ืขืจื’ืขืฅ ืื™ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ ื•ื•ื™ื ืงืœ, ืื•ืŸ ืืคึฟืฉืจ ื ื™ืฉื˜ ืื™ื™ืŸ ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข, ืึธื‘ืขืจ ืฆื•ื•ื™ื™ ืื™ืŸ ืึทืžืึธืœ, ื•ื•ื™ื™ึทืœ ื–ื™ื™ ืงื•ืžืขืŸ ืื•ื™ืก ืึธืคื˜.

ื•ื•ืึธืก ืงืขื ืขืŸ ืžื™ืจ ื–ืึธื’ืŸ ื•ื•ืขื’ืŸ ื“ืขื?

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืึธ ืžื™ืจ ื”ืึธื‘ืŸ ืคึผื•ื ืงื˜ ืึทื–ืึท ืึท ื’ืขืœืขื’ื ื”ื™ื™ื˜. ื“ืึธืก ื–ืขื ืขืŸ ืคึผืึธื“ ื˜ืขืžืคึผืœืึทื˜ืขืก. ืื™ืจ ืงืขื ืขืŸ ืฉืจื™ื™ึทื‘ืŸ ืึทื– ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื’ืึธืจ ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื‘ื•ื™ืขืŸ ืึท ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืงื ื•ื™ืœ. ื™ืขื ืข. ืงืึทื ืคื™ื’ื™ืขืจ, ืกื˜ืึทืจื˜ื™ื ื’ ืคื•ืŸ ืึทืœืข ืจืขืคึผืœืึทืงืึทื– ืื™ืŸ ืึท ื‘ื™ื ื˜ืœ, ืกืึธืฃ ืžื™ื˜ ื™ืขื“ืขืจ ืคืขืจื–ืขื ืœืขื›ืข ืจืขืคึผืœื™ืงืข, ื•ื•ืึธืก ื•ื•ืขืจืกื™ืข ืžื™ืจ ื•ื•ืขืœืŸ ืงืœื™ืงื›ืึธื•ืกืข, ื•ื•ืึธืก ื•ื•ืขืจืกื™ืข ืžื™ืจ ื•ื•ืขืœืŸ ืกื˜ืึธืจื™ื“ื–ืฉ. ืžื™ืจ ืงืขื ืขืŸ ื’ืึธืจ ืงืึทื ืคื™ื’ื™ืขืจ ื“ื™ ืงื ื•ื™ืœ ืžื™ื˜ ื“ื™ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ืึทืจืฒึทืŸ ืึท ื‘ื™ืกืœ ื˜ื™ืคึฟืขืจ ืึทืจืฒึทืŸ. ืื™ื™ื“ืขืจ ื“ืขื, ืžื™ืจ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื•ื•ื™ ClickHouse-ืึธืคึผืขืจืึทื˜ืึธืจ ืึทืจื‘ืขื˜ ืื™ืŸ ื‘ืึทืฆื™ื•ื ื’ ืฆื• ื“ื™ ืกืคึผืขืกื™ืคื™ืงืก ืคื•ืŸ ClickHouse.

ืื™ืฆื˜ ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ื–ืึธื’ืŸ ืึท ื‘ื™ืกืœ ื•ื•ืขืจื˜ืขืจ ื•ื•ืขื’ืŸ ื•ื•ื™ ืงื™ื™ืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืึทืจื‘ืขื˜ ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ื•ื•ื™ ืขืก ื™ื ื˜ืขืจืึทืงืฅ ืžื™ื˜ K8s.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื–ืืœ ืก ืงื•ืง ืื™ืŸ ื™ื ื˜ืขืจืึทืงื˜ื™ื ื’ ืžื™ื˜ ื“ื™ K8s ืขืจืฉื˜ืขืจ. ื•ื•ืึธืก ื›ืึทืคึผืึทื ื– ื•ื•ืขืŸ ืžื™ืจ ืฆื•ืœื™ื™ื’ืŸ kubectl? ืื•ื ื“ื–ืขืจ ืึทื‘ื“ื–ืฉืขืงืฅ ื“ืขืจืฉื™ื™ึทื ืขืŸ ืื™ืŸ ืขื˜ืง ื“ื•ืจืš ื“ื™ API.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื™ืงืขืจื“ื™ืง Kubernetes ืึทื‘ื“ื–ืฉืขืงืฅ: ืคึผืึธื“, StatefulSet, ื“ื™ื ืกื˜, ืื•ืŸ ืึทื–ื•ื™ ืื•ื™ืฃ ืึทืจืึธืคึผ ื“ื™ ืจืฉื™ืžื”.

ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื’ืึธืจื ื™ืฉื˜ ืคื™ื–ื™ืฉ ื›ืึทืคึผืึทื ื– ื ืึธืš. ื“ื™ ืึทื‘ื“ื–ืฉืขืงืฅ ืžื•ื–ืŸ ื–ื™ื™ืŸ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ ืื™ืŸ ื“ืขื ืงื ื•ื™ืœ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืคึฟืึทืจ ื“ืขื ืฆื•ื•ืขืง, ืึท ืงืึธื ื˜ืจืึธืœืœืขืจ ืื•ื™ืก. ื“ืขืจ ืงืึธื ื˜ืจืึธืœืœืขืจ ืื™ื– ืึท ืกืคึผืขืฆื™ืขืœ ืง8ืก ืงืึธืžืคึผืึธื ืขื ื˜ ื•ื•ืึธืก ืงืขื ืขืŸ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื– ื“ื™ ื“ื™ืกืงืจื™ืคึผืฉืึทื ื–. ืขืจ ื•ื•ื™ื™ืกื˜ ื•ื•ื™ ืื•ืŸ ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ ืคื™ื–ื™ืงืœื™. ืขืจ ื•ื•ื™ื™ืกื˜ ื•ื•ื™ ืฆื• ืœื•ื™ืคืŸ ืงืึทื ื˜ื™ื™ื ืขืจื–, ื•ื•ืึธืก ื“ืึทืจืฃ ื–ื™ื™ืŸ ืงืึทื ืคื™ื’ื™ืขืจื“ ื“ืึธืจื˜ ืคึฟืึทืจ ื“ื™ ืกืขืจื•ื•ืขืจ ืฆื• ืึทืจื‘ืขื˜ืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ืขืก ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื™ื– ืื•ื ื“ื–ืขืจ ืึทื‘ื“ื–ืฉืขืงืฅ ืื™ืŸ K8s.

ืึธื‘ืขืจ ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืึทืจื‘ืขื˜ืŸ ื ื™ื˜ ื‘ืœื•ื™ื– ืžื™ื˜ ืคึผืึธื“ืก ืื•ืŸ ืกื˜ื™ื™ื˜ืคื•ืœืกืขืฅ, ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืฉืึทืคึฟืŸ ืึท ืงืœื™ืงื›ืึธื•ืกืข ื™ื ืกื˜ืึทืœืœืึทื˜ื™ืึธืŸ, ื“"ื” ืึท ื›ื™ื™ืคืขืฅ ืคื•ืŸ ื“ื™ ืงืœื™ืงื›ืึธื•ืกืข ื˜ื™ืคึผ, ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ืขืก ื•ื•ื™ ืึท ืื™ื™ืŸ ื’ืึทื ืฅ. ื‘ื™ื– ืื™ืฆื˜ ืขืก ืื™ื– ื ื™ื˜ ืึทื–ืึท ืžืขื’ืœืขื›ืงื™ื™ื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืึธื‘ืขืจ K8s ื”ืื˜ ื“ื™ ืคืืœื’ืขื ื“ืข ืคื™ื™ึทืŸ ื–ืึทืš. ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื”ืึธื‘ืŸ ืขืจื’ืขืฅ ื•ื•ื™ ื“ืขื ืงืึธืžืคึผืœืขืงืก ืขื ื˜ื™ื˜ื™ ืื™ืŸ ื•ื•ืึธืก ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ืคืืจื–ืืžืœื˜ ืคึฟื•ืŸ ืคึผืึธื“ืก ืื•ืŸ ืกื˜ืขืขืคื•ืœืกืขื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ื•ื•ืึธืก ื“ืึทืจืฃ ืฆื• ื˜ืึธืŸ ืคึฟืึทืจ ื“ืขื? ืขืจืฉื˜ืขืจ, Custom Resource Definition ืงื•ืžื˜ ืื™ืŸ ื“ื™ ื‘ื™ืœื“. ื•ื•ืืก ืื™ื– ื“ืืก? ื“ืึธืก ืื™ื– ืึท ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืคึฟืึทืจ K8s, ืึทื– ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืื™ื™ืŸ ืžืขืจ ื“ืึทื˜ืŸ ื˜ื™ืคึผ, ืึทื– ืžื™ืจ ื•ื•ืขืœืŸ ืฆื• ืœื™ื™ื’ืŸ ืึท ืžื ื”ื’ ืžื™ื˜ืœ ืฆื• ื“ื™ ืคึผืึธื“, StatefulSet, ื•ื•ืึธืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ื™ืŸ. ื“ืึธืก ืื™ื– ืึท ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืŸ ืกื˜ืจื•ืงื˜ื•ืจ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ืจ ืื•ื™ืš ืฉื™ืงืŸ ืขืก ื“ืึธืจื˜ ื“ื•ืจืš kubectl ืฆื•ืœื™ื™ื’ืŸ. ืงื•ื‘ืขืจื ืขื˜ืขืก ื”ืื˜ ืขืก ืžื™ื˜ ื’ืœื™ืง ื’ืขื ื•ืžืขืŸ.

ืื•ืŸ ืื™ืฆื˜ ืื™ืŸ ืื•ื ื“ื–ืขืจ ืกื˜ืึธืจื™ื“ื–ืฉ, ื“ื™ ื›ื™ื™ืคืขืฅ ืื™ืŸ ืขื˜ืง ื”ืื˜ ื“ื™ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ืจืขืงืึธืจื“ื™ืจืŸ ืึท ืžื ื”ื’ ืžื™ื˜ืœ ื’ืขืจื•ืคึฟืŸ ClickHouseInstallation.

ืื‘ืขืจ ืื™ืฆื˜ ื•ื•ืขื˜ ื’ืึธืจื ื™ืฉื˜ ืคึผืึทืกื™ืจืŸ. ื“ืึธืก ื”ื™ื™ืกื˜, ืื•ื™ื‘ ืžื™ืจ ืžืึทื›ืŸ ืื™ืฆื˜ ื“ื™ YAML ื˜ืขืงืข ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขืงื•ืงื˜ ืื™ืŸ ื“ื™ ื“ื™ืกืงืจื™ื™ื‘ื“ ืฉืึทืจื“ื– ืื•ืŸ ืจืขืคึผืœืึทืงืึทื– ืื•ืŸ ื–ืึธื’ืŸ "ืงื•ื‘ืขืงื˜ืœ ืฆื•ืœื™ื™ื’ืŸ," ื“ืขืžืึธืœื˜ ืงื•ื‘ืขืจื ืขื˜ืขืก ื•ื•ืขื˜ ืึธื ื ืขืžืขืŸ ืขืก, ืฉื˜ืขืœืŸ ืขืก ืื™ืŸ ืขื˜ืง ืื•ืŸ ื–ืึธื’ืŸ: "ื’ืจื•ื™ืก, ืึธื‘ืขืจ ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืกืŸ ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ. ืžื™ื˜ ื“ืขื. ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืกืŸ ื•ื•ื™ ืฆื• ื”ืึทืœื˜ืŸ ืงืœื™ืงื›ืึธื•ืกืข ื™ื ืกื˜ืึทืœืœืึทื˜ื™ืึธืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืึทืงืงืึธืจื“ื™ื ื’ืœื™, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืขืžืขืฆืขืจ ืฆื• ื”ืขืœืคืŸ Kubernetes ื“ื™ื ืขืŸ ื“ืขื ื ื™ื™ึท ื“ืึทื˜ืŸ ื˜ื™ืคึผ. ืื•ื™ืฃ ื“ื™ ืœื™ื ืงืก ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื’ืขื‘ื•ื™ืจืŸ Kubernetes ืงืึธื ื˜ืจืึธืœืœืขืจ ื•ื•ืึธืก ืึทืจื‘ืขื˜ ืžื™ื˜ ื’ืขื‘ื•ื™ืจืŸ ื“ืึทื˜ืŸ ื˜ื™ื™ืคึผืก. ืื•ืŸ ืื•ื™ืฃ ื“ื™ ืจืขื›ื˜ ืžื™ืจ ื–ืึธืœ ื”ืึธื‘ืŸ ืึท ืžื ื”ื’ ืงืึธื ื˜ืจืึธืœืœืขืจ ื•ื•ืึธืก ืงืขื ืขืŸ ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ืžื ื”ื’ ื“ืึทื˜ืŸ ื˜ื™ื™ืคึผืก.

ืื•ืŸ ืื™ืŸ ืืŸ ืื ื“ืขืจ ื•ื•ืขื’ ืขืก ืื™ื– ื’ืขืจื•ืคืŸ ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ. ืื™ืš ืกืคึผืึทืกื™ืคื™ืงืœื™ ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ืขืก ื“ืึธ ื•ื•ื™ Kubernetes, ื•ื•ื™ื™ึทืœ ืขืก ืงืขื ืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ืขืงืกืึทืงื™ื•ื˜ืึทื“ ืึทืจื•ื™ืก K8s. ืจื•ื‘ึฟ ืึธืคื˜, ืคื•ืŸ ืงื•ืจืก, ืึทืœืข ืึธืคึผืขืจื™ื™ื˜ืขืจื– ื–ืขื ืขืŸ ืขืงืกืึทืงื™ื•ื˜ืึทื“ ืื™ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก, ืึธื‘ืขืจ ื’ืึธืจื ื™ืฉื˜ ืคึผืจื™ื•ื•ืขื ืฅ ืขืก ืคื•ืŸ ืฉื˜ื™ื™ืŸ ืึทืจื•ื™ืก, ืึทื–ื•ื™ ื“ืึธ ืขืก ืื™ื– ืกืคึผืขืฆื™ืขืœ ืืจื™ื‘ืขืจื’ืขืคืืจืŸ ืึทืจื•ื™ืก.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ืื™ืŸ ืงืขืจ, ื“ื™ ืžื ื”ื’ ืงืึธื ื˜ืจืึธืœืœืขืจ, ืื•ื™ืš ื‘ืืงืื ื˜ ื•ื•ื™ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ, ื™ื ื˜ืขืจืึทืงืฅ ืžื™ื˜ Kubernetes ื“ื•ืจืš ื“ื™ ืึทืคึผื™. ืขืก ืฉื•ื™ืŸ ื•ื•ื™ื™ืกื˜ ื•ื•ื™ ืฆื• ื™ื ื˜ืขืจืึทืงื˜ ืžื™ื˜ ื“ื™ API. ืื•ืŸ ืขืจ ื•ื•ื™ื™ืกื˜ ืฉื•ื™ืŸ ื•ื•ื™ ืฆื• ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื– ื“ื™ ืงืึธืžืคึผืœืขืงืก ืงืจื™ื™ึทื– ื•ื•ืึธืก ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืžืึทื›ืŸ ืคึฟื•ืŸ ืึท ืžื ื”ื’ ืžื™ื˜ืœ. ื“ืึธืก ืื™ื– ืคึผื•ื ืงื˜ ื•ื•ืึธืก ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื˜ื•ื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ื™ ื˜ื•ื˜ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืึทืจื‘ืขื˜? ื–ืืœ ืก ืงื•ืง ื‘ื™ื™ึท ื“ื™ ืจืขื›ื˜ ื–ื™ื™ึทื˜ ืฆื• ื–ืขืŸ ื•ื•ื™ ืขืจ ื˜ื•ื˜ ืขืก. ื–ืืœ ืก ื’ืขืคื™ื ืขืŸ ืื•ื™ืก ื•ื•ื™ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื™ื– ืึทืœืข ื“ืขื ืื•ืŸ ื•ื•ื™ ื•ื•ื™ื™ึทื˜ืขืจ ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ืžื™ื˜ K8s ืึทืงืขืจื–.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ื– ืึท ืคึผืจืึธื’ืจืึทื. ื–ื™ ืื™ื– ื’ืขืฉืขืขื ื™ืฉ-ืึธืจื™ืขื ื˜ื™ื“. ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืึทื‘ืึธื ื™ืจืŸ ืฆื• ื’ืขืฉืขืขื ื™ืฉืŸ ืžื™ื˜ ื“ื™ Kubernetes API. ื“ื™ Kubernetes API ื”ืื˜ ืคึผืึธื–ื™ืฆื™ืข ื•ื•ื™ื™ื–ื˜ ื•ื•ื• ืื™ืจ ืงืขื ืขืŸ ืึทื‘ืึธื ื™ืจืŸ ืฆื• events. ืื•ืŸ ืื•ื™ื‘ ืขืคึผืขืก ืขื ื“ืขืจื•ื ื’ืขืŸ ืื™ืŸ ืง8ืก, ืงื•ื‘ืขืจื ืขื˜ืขืก ืฉื™ืงื˜ ื’ืขืฉืขืขื ื™ืฉืŸ ืฆื• ืึทืœืขืžืขืŸ, ื“.ื”. ื•ื•ืขืจ ืกืข ื”ืื˜ ืึทื‘ืึธื ื™ืจืŸ ืฆื• ื“ืขื ืึทืคึผื™ ืคื•ื ื˜ ื•ื•ืขื˜ ื‘ืึทืงื•ืžืขืŸ ื ืึธื•ื˜ืึทืคืึทืงื™ื™ืฉืึทื ื–.

ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืึทื‘ืึธื ื™ืจืŸ ืฆื• ื’ืขืฉืขืขื ื™ืฉืŸ ืื•ืŸ ืžื•ื–ืŸ ืžืึทื›ืŸ ืึท ืžื™ืŸ ืคื•ืŸ ืึธืคึผืจื•ืฃ. ื–ื™ื™ืŸ ืึทืจื‘ืขื˜ ืื™ื– ืฆื• ืจื™ืกืคึผืึทื ื“ ืฆื• ื™ืžืขืจื“ื–ืฉื™ื ื’ ื’ืขืฉืขืขื ื™ืฉืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื’ืขืฉืขืขื ื™ืฉืŸ ื–ืขื ืขืŸ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ื“ื•ืจืš ื–ื™ื›ืขืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ. ืื•ื ื“ื–ืขืจ YAML ื˜ืขืงืข ืžื™ื˜ ืึท ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืคื•ืŸ ClickHouseInstallation ืงื•ืžื˜. ืขืจ ืื™ื– ื’ืขื’ืื ื’ืขืŸ ืฆื• ืขื˜ืง ื“ื•ืจืš ืงื•ื‘ืขืงื˜ืœ ืฆื•ืœื™ื™ื’ืŸ. ืึท ื’ืขืฉืขืขื ื™ืฉ ืื™ื– ื’ืขื•ื•ืขืŸ ื˜ืจื™ื’ืขืจื“ ื“ืึธืจื˜, ืื•ืŸ ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜ ื“ืขื ื’ืขืฉืขืขื ื™ืฉ ื’ืขืงื•ืžืขืŸ ืฆื• ื“ื™ ClickHouse-ืึธืคึผืขืจืึทื˜ืึธืจ. ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื‘ืืงื•ืžืขืŸ ื“ืขื ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’. ืื•ืŸ ืขืจ ืžื•ื– ืขืคึผืขืก ื˜ืึธืŸ. ืื•ื™ื‘ ืึท ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื™ื– ืื ื’ืขืงื•ืžืขืŸ ืคึฟืึทืจ ื“ื™ ClickHouseInstallation ื›ื™ื™ืคืขืฅ, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ืขื ืงื ื•ื™ืœ. ืื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ 'ืก ืึทืจื‘ืขื˜ ืื™ื– ืฆื• ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ืขื ืงื ื•ื™ืœ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืืก ื˜ื•ื˜ ืขืจ? ืขืจืฉื˜ืขืจ, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึทื›ืŸ ืึทืŸ ืึทืงืฆื™ืข ืคึผืœืึทืŸ ืคึฟืึทืจ ื•ื•ืึธืก ืžื™ืจ ื•ื•ืขืœืŸ ื˜ืึธืŸ ืžื™ื˜ ื“ืขื ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ. ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ืงืœื™ื™ืŸ, ื“.ื”. ืงืœื™ื™ืŸ ืื™ืŸ YAML ื“ื•ืจื›ืคื™ืจื•ื ื’, ืึธื‘ืขืจ ืงืขื ืขืŸ ืึธื ืžืึทื›ืŸ ื–ื™ื™ืขืจ ื’ืจื•ื™ืก ืขื ื“ืขืจื•ื ื’ืขืŸ ืื•ื™ืฃ ื“ืขื ืงื ื•ื™ืœ. ื“ืขืจื™ื‘ืขืจ, ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืงืจื™ื™ื™ืฅ ืึท ืคึผืœืึทืŸ, ืื•ืŸ ื“ืขืžืึธืœื˜ ืขืจ ืกื˜ื™ืงืก ืฆื• ืื™ื.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœื•ื™ื˜ ื“ืขื ืคึผืœืึทืŸ, ืขืจ ื”ื™ื™ื‘ื˜ ืฆื• ืงืึธื›ืŸ ื“ืขื ืกื˜ืจื•ืงื˜ื•ืจ ื™ืŸ ืฆื• ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื– ืคึผืึธื“ืก, ื‘ืึทื“ื™ื ื•ื ื’ืขืŸ, ื“.ื”. ื˜ืึธืŸ ื•ื•ืึธืก ื–ื™ื™ืŸ ื”ื•ื™ืคึผื˜ ืึทืจื‘ืขื˜ ืื™ื–. ื“ืึธืก ืื™ื– ื•ื•ื™ ืฆื• ื‘ื•ื™ืขืŸ ืึท ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ ืื™ืŸ Kubernetes.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ืื™ืฆื˜ ืึธื ืจื™ืจืŸ ืึทื–ืึท ื˜ืฉื™ืงืึทื•ื•ืข ื–ืึทืš. ื“ืึธืก ืื™ื– ืึท ืึธืคึผื˜ื™ื™ืœ ืคื•ืŸ ืคึฟืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขื›ืงื™ื™ื˜ ืฆื•ื•ื™ืฉืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก ืื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ, ื“.ื”. ื•ื•ืึธืก Kubernetes ื˜ื•ื˜, ื•ื•ืึธืก ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื˜ื•ื˜ ืื•ืŸ ื•ื•ื™ ื–ื™ื™ ื™ื ื˜ืขืจืึทืงื˜ ืžื™ื˜ ื™ืขื“ืขืจ ืื ื“ืขืจืขืจ.

ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื– ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ืคึฟืึทืจ ืกื™ืกื˜ืขื ื–ืื›ืŸ, ื“.ื”. ืคึฟืึทืจ ืึท ื™ืงืขืจื“ื™ืง ื’ืึทื ื’ ืคื•ืŸ ืึทื‘ื“ื–ืฉืขืงืฅ ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื™ื ื˜ืขืจืคึผืจืึทื˜ืึทื“ ื•ื•ื™ ืกื™ืกื˜ืขื-ืคืึทืจื ืขื. Kubernetes ื•ื•ื™ื™ืกื˜ ื•ื•ื™ ืฆื• ืงืึทื˜ืขืจ ืคึผืึธื“ืก, ื•ื•ื™ ืฆื• ืจื™ืกื˜ืึทืจื˜ ืงืึทื ื˜ื™ื™ื ืขืจื–, ื•ื•ื™ ืฆื• ืึธื ืงืœืึทืคึผืŸ ื•ื•ืึทืœื™ื•ืžื–, ื•ื•ื™ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ConfigMap, ื™.ืข. ืึทืœืฅ ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืจื•ืคืŸ ืึท ืกื™ืกื˜ืขื.

ืึธืคึผืขืจื™ื™ื˜ืขืจื– ืึทืจื‘ืขื˜ืŸ ืื™ืŸ ื“ืึธื•ืžื™ื™ื ื–. ื™ืขื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ื– ื’ืขืžืื›ื˜ ืคึฟืึทืจ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื•ื ื˜ืขืจื˜ืขื ื™ืง ื’ืขื’ื ื˜. ืžื™ืจ ื”ืึธื‘ืŸ ื“ืึธืก ื’ืขื˜ืึธืŸ ืคึฟืึทืจ ClickHouse.

ืื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื™ื ื˜ืขืจืึทืงืฅ ืคึผื•ื ืงื˜ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื“ื™ ื•ื ื˜ืขืจื˜ืขื ื™ืง ื’ืขื’ื ื˜, ืึทื–ืึท ื•ื•ื™ ืึทื“ื™ื ื’ ืึท ืจืขืคึผืœื™ืงืข, ืžืึทื›ืŸ ืึท ื“ื™ืึทื’ืจืึทืžืข, ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’. ื“ืึธืก ืจื™ื–ืึทืœื˜ื™ื“ ืื™ืŸ ืึท ืึธืคึผื˜ื™ื™ืœ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืœืึธืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ืึท ืคึผืจืึทืงื˜ื™ืฉ ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ื•ื•ื™ ื“ื™ ืึธืคึผื˜ื™ื™ืœ ืคื•ืŸ ืคึฟืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขื›ืงื™ื™ื˜ ืึทืงืขืจื– ื•ื•ืขืŸ ืžื™ืจ ื˜ืึธืŸ ื“ื™ ืœื™ื™ื’ืŸ ืจืขืคึผืœื™ืงืข ืงืึทืžืฃ.

ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื ืขืžื˜ ืึท ืึทืจื‘ืขื˜ - ืฆื• ืœื™ื™ื’ืŸ ืึท ืจืขืคึผืœื™ืงืข. ื•ื•ืึธืก ื˜ื•ื˜ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ? ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื•ื•ืขื˜ ืจืขื›ืขื ืขืŸ ืึทื– ืึท ื ื™ื™ึทืข ืกื˜ืขื™ื˜ืคื•ืœืกืขื˜ ื“ืึทืจืฃ ื–ื™ื™ืŸ ื‘ืืฉืืคืŸ, ืื™ืŸ ื•ื•ืึธืก ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ื˜ืขืžืคึผืœืึทื˜ืขืก, ื‘ืึทื ื“ ืคืึธื“ืขืจืŸ, ืžื•ื–ืŸ ื–ื™ื™ืŸ ื“ื™ืกืงืจื™ื™ื‘ื“.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืขืจ ื”ืึธื˜ ื“ืึธืก ืึทืœืฅ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืื•ืŸ ืื™ื‘ืขืจื’ืขื’ืขื‘ืŸ ืฆื• ืง8ืก. ืขืจ ื–ืื’ื˜ ืึทื– ืขืจ ื“ืึทืจืฃ ConfigMap, StatefulSet, Volume. Kubernetes ืึทืจื‘ืขื˜. ืขืจ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื™ื– ื“ื™ ื’ืจื•ื ื˜ ื•ื ื™ืฅ ืžื™ื˜ ื•ื•ืึธืก ืขืจ ืึทืคึผืขืจื™ื™ืฅ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ื“ืขืžืึธืœื˜ ืงืœื™ืงื›ืึธื•ืกืข-ืึธืคึผืขืจืึทื˜ืึธืจ ืงื•ืžื˜ ืื™ืŸ ืฉืคึผื™ืœ ื•ื•ื™ื“ืขืจ. ืขืจ ื”ืื˜ ืฉื•ื™ืŸ ื ืคื™ื–ื™ืฉืข ืคืื“ ืื•ื™ืฃ ื•ื•ืืก ืขืจ ืงืขืŸ ืฉื•ื™ืŸ ืขืคืขืก ื˜ื•ืŸ. ืื•ืŸ ClickHouse-ืึธืคึผืขืจืึทื˜ืึธืจ ื•ื•ื™ื“ืขืจ ืึทืจื‘ืขื˜ ืื™ืŸ ืคืขืœื“ ื˜ืขืจืžื™ื ืขืŸ. ื™ืขื ืข. ืกืคึผืึทืกื™ืคื™ืงืœื™ ClickHouse, ืื™ืŸ ืกื“ืจ ืฆื• ืึทืจื™ื™ึทื ื ืขืžืขืŸ ืึท ืจืขืคึผืœื™ืงืข ืื™ืŸ ืึท ืงื ื•ื™ืœ, ืื™ืจ ืžื•ื–ืŸ, ืขืจืฉื˜ืขืจ, ืงืึทื ืคื™ื’ื™ืขืจ ื“ื™ ื“ืึทื˜ืŸ ืกื˜ืฉืขืžืึท ื•ื•ืึธืก ื™ื’ื–ื™ืกืฅ ืื™ืŸ ื“ืขื ืงื ื•ื™ืœ. ืื•ืŸ, ืฆื•ื•ื™ื™ื˜ื ืก, ื“ื™ ืจืขืคึผืœื™ืงืข ืžื•ื–ืŸ ื–ื™ื™ืŸ ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ืื™ืŸ ื“ื™ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืึทื–ื•ื™ ืึทื– ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืงืœืืจ ื˜ืจื™ื™ืกื˜. ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืฉื•ื™ืŸ ืงืึทื ืคื™ื’ื™ืขืจ ื“ืขื.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ื‘ืœื•ื™ื– ื ืึธืš ื“ืขื ืงืœื™ืงื›ืึธื•ืกืข ื–ื™ืš ืงื•ืžื˜ ืื™ืŸ ืฉืคึผื™ืœ, ื“.ื”. ืืŸ ืื ื“ืขืจ ื”ืขื›ืขืจ ืžื“ืจื’ื” ืขื ื˜ื™ื˜ื™. ื“ืึธืก ืื™ื– ืฉื•ื™ืŸ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก. ืขืก ื”ืื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื‘ื™ื™ึทืฉืคึผื™ืœ, ืืŸ ืื ื“ืขืจ ืงืึทื ืคื™ื’ื™ืขืจื“ ืจืขืคึผืœื™ืงืข ื•ื•ืึธืก ืื™ื– ื’ืจื™ื™ื˜ ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ื“ื™ ืงื ื•ื™ืœ.

ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืึทื– ืึท ืงื™ื™ื˜ ืคื•ืŸ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืื•ืŸ ืึธืคึผื˜ื™ื™ืœ ืคื•ืŸ ืคึฟืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขื›ืงื™ื™ื˜ ื•ื•ืขืŸ ืึทื“ื™ื ื’ ืึท ืจืขืคึผืœื™ืงืข ืื™ื– ื’ืึทื ืฅ ืœืึทื ื’.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ืจ ืคืึธืจื–ืขืฆืŸ ืื•ื ื“ื–ืขืจ ืคึผืจืึทืงื˜ื™ืฉ ืึทืจื‘ืขื˜. ืื•ื™ื‘ ืื™ืจ ืฉื•ื™ืŸ ื”ืึธื‘ืŸ ืึท ืงื ื•ื™ืœ, ืื™ืจ ืงืขื ืขืŸ ืžื™ื™ื’ืจื™ื™ื˜ ื“ื™ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืžื™ืจ ื’ืขืžืื›ื˜ ืขืก ืึทื–ื•ื™ ืึทื– ืื™ืจ ืงืขื ืขืŸ ืคึผืึทืคึผ ื’ืœื™ื™ืš ืื™ืŸ ื“ื™ ื™ื’ื–ื™ืกื˜ื™ื ื’ XML, ื•ื•ืึธืก ClickHouse ืคืืจืฉื˜ื™ื™ื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื™ืจ ืงืขื ืขืŸ ืคื™ื™ืŸ-ื˜ื•ืŸ ืงืœื™ืงื›ืึธื•ืกืข. ืคึผื•ื ืงื˜ ื–ืึธื ืขื“ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืื™ื– ื•ื•ืึธืก ืื™ืš ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื•ื•ืขืŸ ืื™ืš ื“ืขืจืงืœืขืจืŸ HostPath, ื”ื™ื’ืข ืกื˜ืึธืจื™ื“ื–ืฉ. ื“ืขื ืื™ื– ื•ื•ื™ ืฆื• ื˜ืึธืŸ ื–ืึธื ืขื“ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืจื™ื›ื˜ื™ืง.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ืคึผืจืึทืงื˜ื™ืฉ ืึทืจื‘ืขื˜ ืื™ื– ืžืึธื ื™ื˜ืึธืจื™ื ื’.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ื™ื‘ ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ ืขื ื“ืขืจื•ื ื’ืขืŸ, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคึผื™ืจื™ืึทื“ื™ืงืœื™ ืงืึทื ืคื™ื’ื™ืขืจ ืžืึธื ื™ื˜ืึธืจื™ื ื’.

ื–ืืœ ืก ืงื•ืง ืื™ืŸ ื“ื™ ื“ื™ืึทื’ืจืึทืžืข. ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื“ืึธ ื’ืขืงื•ืงื˜ ืื•ื™ืฃ ื“ื™ ื’ืจื™ื ืข ืคึฟืฒึทืœืŸ. ืื™ืฆื˜ ืœืึธืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ื“ื™ ืจื•ื™ื˜ ืึทืจืึธื•ื–. ื“ืึธืก ืื™ื– ื•ื•ื™ ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืžืึธื ื™ื˜ืึธืจ ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ. ื•ื•ื™ ืžืขื˜ืจื™ืงืก ืคื•ืŸ ื“ื™ ืงืœื™ืงื›ืึธื•ืกืข ืงื ื•ื™ืœ ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ ืคึผืจืึธืžืขื˜ื”ืขื•ืก ืื•ืŸ ื“ืขืจื ืึธืš ืื™ืŸ ื’ืจืึทืคืึทื ืึท.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืึธืก ืื™ื– ื“ื™ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ ืžื™ื˜ ืžืึธื ื™ื˜ืึธืจื™ื ื’? ืคืืจื•ื•ืืก ืื™ื– ื“ืึธืก ื“ืขืจืœืื ื’ื˜ ื•ื•ื™ ืึท ืžื™ืŸ ืคื•ืŸ ื“ืขืจื’ืจื™ื™ื”? ื“ื™ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ ืœื™ื’ื˜ ืื™ืŸ ื“ื™ ื“ื™ื ืึทืžื™ืง. ื•ื•ืขืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืื™ื™ืŸ ืงื ื•ื™ืœ ืื•ืŸ ืขืก ืื™ื– ืกื˜ืึทื˜ื™ืง, ืžื™ืจ ืงืขื ืขืŸ ืฉื˜ืขืœืŸ ืึทืจื•ื™ืฃ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืึทืžืึธืœ ืื•ืŸ ื ื™ืฉื˜ ืึทืจืŸ ืขื ื™ืžืึธืจ.

ืึธื‘ืขืจ ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืงืœืึทืกื˜ืขืจื–, ืึธื“ืขืจ ืขืคึผืขืก ืื™ื– ืงืขืกื™ื™ื“ืขืจ ื˜ืฉืึทื ื’ื™ื ื’, ื“ืขืจ ืคึผืจืึธืฆืขืก ืื™ื– ื“ื™ื ืึทืžื™ืฉ. ืื•ืŸ ืงืขืกื™ื™ื“ืขืจ ืจื™ืงืึทื ืคื™ื’ื™ืขืจื™ื ื’ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืื™ื– ืึท ื•ื•ื™ืกื˜ ืคื•ืŸ ืจืขืกื•ืจืกืŸ ืื•ืŸ ืฆื™ื™ื˜, ื“.ื”. ืืคื™ืœื• ืกืชื ืคื•ื™ืœืงื™ื™ื˜. ื“ืึธืก ื“ืึทืจืฃ ื–ื™ื™ืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื“. ื“ื™ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ ืœื™ื’ื˜ ืื™ืŸ ื“ื™ ื“ื™ื ืึทืžื™ืง ืคื•ืŸ ื“ืขื ืคึผืจืึธืฆืขืก. ืื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืึธื˜ืึทืžื™ื™ื– ื“ืึธืก ื–ื™ื™ืขืจ ื’ื•ื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ื™ ื”ืื˜ ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ ื“ืขื•ื•ืขืœืึธืคึผืขื“? ืื™ืŸ ืื ื”ื™ื™ื‘ ืื™ื– ืขืจ ื’ืขื•ื•ืขืŸ ืื–ื•ื™.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื“ืขืžืึธืœื˜ ืขืจ ืื™ื– ื’ืขื•ื•ืขืŸ ืึทื–ื•ื™.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืฆื•ื ืกื•ืฃ ืื™ื– ืขืจ ื’ืขื•ื•ืึธืจืŸ ืึทื–ื•ื™.

ืื•ืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืื™ื– ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ื“ื•ืจืš ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ. ืื™ื™ืŸ ืคื•ื ื˜ ืคื•ืŸ ืคึผืึธื–ื™ืฆื™ืข.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื•ืŸ ืคึผื•ื ืงื˜ ื‘ื™ื™ึท ื“ื™ ืึทืจื•ื™ืกื’ืึทื ื’ ืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ื“ื™ Grafana ื“ืึทืฉื‘ืึธืจื“ ืฆื• ื–ืขืŸ ื•ื•ื™ ื“ื™ ืœืขื‘ืŸ ืคื•ืŸ ืื•ื ื“ื–ืขืจ ืงื ื•ื™ืœ ืื™ื– ื‘ื•ื™ืœื™ื ื’ ื™ืŸ.

ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, Grafana ื“ืึทืฉื‘ืึธืจื“ ืื™ื– ืื•ื™ืš ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืžื™ื˜ ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื’ืœื™ื™ึทืš ืื™ืŸ ื“ื™ ืžืงื•ืจ ืงืึธื“. ืื™ืจ ืงืขื ืขืŸ ืคืึทืจื‘ื™ื ื“ืŸ ืื•ืŸ ื ื•ืฆืŸ. ืื•ื ื“ื–ืขืจ DevOps ื”ืื˜ ืžื™ืจ ื“ืขื ืกืงืจืขืขื ืฉืึธื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืื• ื•ื•ืืœื˜ืŸ ืžื™ืจ ื’ืขื•ื•ืืœื˜ ื’ื™ื™ืŸ ื•ื•ื™ื™ื˜ืขืจ? ื“ืืก:

  • ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืคึผืจืึธื‘ืข ืึธื˜ืึทืžื™ื™ืฉืึทืŸ. ื“ื™ ื”ื•ื™ืคึผื˜ ืึทืจื‘ืขื˜ ืื™ื– ืึธื˜ืึทืžื™ื™ื˜ื™ื“ ื˜ืขืกื˜ื™ื ื’ ืคื•ืŸ ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืขืก.
  • ืžื™ืจ ืื•ื™ืš ื˜ืึทืงืข ื•ื•ื™ืœืŸ ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ื“ื™ ื™ื ื˜ืึทื’ืจื™ื™ืฉืึทืŸ ืžื™ื˜ ZooKeeper. ืื•ืŸ ืขืก ื–ืขื ืขืŸ ืคึผืœืึทื ื– ืฆื• ื•ื™ืกืฉื˜ื™ืžืขืŸ ืžื™ื˜ ZooKeeper-ืึธืคึผืขืจืึทื˜ืึธืจ. ื™ืขื ืข. ืึทืŸ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ื– ื’ืขืฉืจื™ื‘ืŸ ืคึฟืึทืจ ZooKeeper ืื•ืŸ ืขืก ืื™ื– ืœืึทื“ื–ืฉื™ืงืึทืœ ืึทื– ื“ื™ ืฆื•ื•ื™ื™ ืึธืคึผืขืจื™ื™ื˜ืขืจื– ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ื•ื™ืกืฉื˜ื™ืžืขืŸ ื–ื™ืš ืฆื• ื‘ื•ื™ืขืŸ ืึท ืžืขืจ ื‘ืึทืงื•ื•ืขื ืœื™ื™ื–ื•ื ื’.
  • ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื˜ืึธืŸ ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ื•ื•ื™ื˜ืึทืœ ื•ื•ืื•ื ื“ืขืจ.
  • ืื™ืš ื›ื™ื™ืœื™ื™ื˜ื™ื“ ืื™ืŸ ื’ืจื™ืŸ ืึทื– ืžื™ืจ ื–ืขื ืขืŸ ืึทืคึผืจืึธื•ื˜ืฉื™ื ื’ ื™ืจื•ืฉื” ืคื•ืŸ ื˜ืขืžืคึผืœืึทื˜ืขืก - DONE, ื“"ื” ืžื™ื˜ ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ืžืขืœื“ื•ื ื’ ืคื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืžื™ืจ ื•ื•ืขืœืŸ ืฉื•ื™ืŸ ื”ืึธื‘ืŸ ื™ืจื•ืฉื” ืคื•ืŸ ื˜ืขืžืคึผืœืึทื˜ืขืก. ื“ืึธืก ืื™ื– ืึท ืฉื˜ืึทืจืง ื’ืขืฆื™ื™ึทื’ ื•ื•ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื‘ื•ื™ืขืŸ ืงืึธืžืคึผืœืขืงืก ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทื ื– ืคื•ืŸ ื‘ืจืขืงืœืขืš.
  • ืื•ืŸ ืžื™ืจ ื•ื•ืขืœืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืคื•ืŸ ืงืึธืžืคึผืœืขืงืก ื˜ืึทืกืงืก. ื“ื™ ื”ื•ื™ืคึผื˜ ื–ืึทืš ืื™ื– ืจื™-ืฉืึทืจื™ื ื’.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื–ืืœ ืก ื ืขืžืขืŸ ืขื˜ืœืขื›ืข ื™ื ื˜ืขืจืžื™ื“ื™ื™ื˜ ืจืขื–ื•ืœื˜ืึทื˜ืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืึธืก ื˜ืึธืŸ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜? ืื•ืŸ ืื™ื– ืขืก ื•ื•ืขืจื˜ ืฆื• ื˜ืึธืŸ ืึธื“ืขืจ ื ื™ืฉื˜? ืื™ื– ืขืก ืืคื™ืœื• ื ื™ื™ื˜ื™ืง ืฆื• ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืฉืœืขืคึผืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื™ืŸ Kubernetes ืื•ืŸ ื ื•ืฆืŸ ื“ื™ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ ืื•ืŸ ื“ื™ Alitnity ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ ื‘ืึทื–ื•ื ื“ืขืจ?

ืื™ืŸ ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ:

  • ื‘ืึทื˜ื™ื™ื˜ื™ืง ืกื™ืžืคึผืœืึทืคื™ืงื™ื™ืฉืึทืŸ ืื•ืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืคื•ืŸ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ, ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืื•ืŸ ื•ื™ืฉืึทืœื˜.
  • ื’ืœื™ื™ืš ื’ืขื‘ื•ื™ื˜-ืื™ืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’.
  • ืื•ืŸ ื’ืจื™ื™ื˜-ืฆื•-ื ื•ืฆืŸ ืงืึธื“ืึทืคื™ื™ื“ ื˜ืขืžืคึผืœืึทื˜ืขืก ืคึฟืึทืจ ืงืึธืžืคึผืœืขืงืก ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก. ืึท ืงืึทืžืฃ ื•ื•ื™ ืึทื“ื™ื ื’ ืึท ืจืขืคึผืœื™ืงืข ื“ืึทืจืฃ ื ื™ื˜ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ืžืึทื ื™ื•ืึทืœื™. ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื˜ื•ื˜ ื“ืึธืก.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืขืก ืื™ื– ื‘ืœื•ื™ื– ืื™ื™ืŸ ืœืขืฆื˜ืข ืงืฉื™ื ืœื™ื ืงืก. ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืื™ืŸ Kubernetes, ื•ื•ื™ืจื˜ื•ืึทืœื™ื–ืึทื˜ื™ืึธืŸ. ื•ื•ืึธืก ื•ื•ืขื’ืŸ ื“ื™ ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ ืึทื–ืึท ืึท ืœื™ื™ื–ื•ื ื’, ืกืคึผืขืฆื™ืขืœ ื–ื™ื ื˜ ClickHouse ืื™ื– ืึธืคึผื˜ื™ืžื™ื–ืขื“ ืคึฟืึทืจ ืคืึธืจืฉื˜ืขืœื•ื ื’?

ื“ืขืจ ืขื ื˜ืคืขืจ ืื™ื– ืึทื– ืึทืœืฅ ืื™ื– ื’ื•ื˜! ืื™ืš ื•ื•ืขืœ ื ื™ืฉื˜ ื’ื™ื™ืŸ ืื™ืŸ ื“ืขื˜ืึทืœ, ื“ืึธืก ืื™ื– ื“ื™ ื˜ืขืžืข ืคื•ืŸ โ€‹โ€‹ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื‘ืึทืจื™ื›ื˜.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ืื‘ืขืจ ืขืก ืื™ื– ืึทื–ืึท ืึท ืคึผืจื•ื™ืขืงื˜ ื•ื•ื™ TSBS. ื•ื•ืึธืก ืื™ื– ื–ื™ื™ึทืŸ ื”ื•ื™ืคึผื˜ ืึทืจื‘ืขื˜? ื“ืึธืก ืื™ื– ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคึผืจื•ื‘ื™ืจืŸ. ื“ืึธืก ืื™ื– ืึทืŸ ืคึผืจื•ื•ื•ืŸ ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื•ื•ืึทืจืขื ืžื™ื˜ ื•ื•ืึทืจืขื, ื•ื•ื™ื™ืš ืžื™ื˜ ื•ื•ื™ื™ืš.

ื•ื•ื™ ืึทื–ื•ื™ ืึทืจื‘ืขื˜ ืขืจ? ืื™ื™ืŸ ื“ืึทื˜ืŸ ืฉื˜ืขืœืŸ ืื™ื– ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“. ื“ืขืจื ืึธืš ื“ืขื ื’ืึทื ื’ ืคื•ืŸ ื“ืึทื˜ืŸ ืื™ื– ืœื•ื™ืคืŸ ืื•ื™ืฃ ืคืึทืจืฉื™ื“ืขื ืข ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ืžื™ื˜ ื“ื™ ื–ืขืœื‘ืข ื’ืึทื ื’ ืคื•ืŸ ื˜ืขืกืฅ. ืื•ืŸ ื™ืขื“ืขืจ ื“ืึทื˜ืึทื‘ื™ื™ืก ืกืึทืœื•ื•ื– ืื™ื™ืŸ ืคึผืจืึธื‘ืœืขื ืื™ืŸ ื“ื™ ื•ื•ืขื’ ืขืก ื•ื•ื™ื™ืกื˜ ื•ื•ื™. ืื•ืŸ ื“ืขืžืึธืœื˜ ืื™ืจ ืงืขื ืขืŸ ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ.

ืขืก ืฉื˜ื™ืฆื˜ ืฉื•ื™ืŸ ืึท ื’ืจื•ื™ืก ื‘ื™ื ื˜ืœ ืคื•ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–. ืื™ืš ื”ืื‘ ืื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจื˜ ื“ืจื™ื™ ื”ื•ื™ืคื˜. ื“ืืก:

  • TimescaleDB.
  • InfluxDB.
  • ืงืœื™ืงื›ืึธื•ืกืข.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื ืคืึทืจื’ืœื™ื™ึทืš ืื™ื– ืื•ื™ืš ื’ืขืžืื›ื˜ ืžื™ื˜ ืืŸ ืื ื“ืขืจ ืขื ืœืขืš ืœื™ื™ื–ื•ื ื’. ืคืึทืจื’ืœื™ื™ึทืš ืžื™ื˜ RedShift. ืคืึทืจื’ืœื™ื™ึทืš ืื™ื– ื’ืขืžืื›ื˜ ืื•ื™ืฃ ืึทืžืึทื–ืึธืŸ. ClickHouse ืื™ื– ืื•ื™ืš ื’ื•ื˜ ืคืึธืจื•ื™ืก ืคื•ืŸ ืึทืœืขืžืขืŸ ืื™ืŸ ื“ืขื ืขื ื™ืŸ.

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื•ื•ืึธืก ืงืึทื ืงืœื•ื–ืฉืึทื ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ืฆื™ืขืŸ ืคื•ืŸ ื•ื•ืึธืก ืื™ืš ื’ืขื–ืื’ื˜?

  • DB ืื™ืŸ Kubernetes ืื™ื– ืžืขื’ืœืขืš. ืžื™ืกื˜ืึธืžืข ืงื™ื™ืŸ ืื™ื– ืžืขื’ืœืขืš, ืึธื‘ืขืจ ืงื•ื™ืœืขืœื“ื™ืง ืขืก ืงื•ืงื˜ ื•ื•ื™ ืขืก ืื™ื– ืžืขื’ืœืขืš. ืงืœื™ืงื›ืึธื•ืกืข ืื™ืŸ Kubernetes ืื™ื– ื‘ืืฉื˜ื™ืžื˜ ืžืขื’ืœืขืš ืžื™ื˜ ื“ื™ ื”ื™ืœืฃ ืคื•ืŸ ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ.
  • ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื”ืขืœืคึผืก ืึธื˜ืึทืžื™ื™ื˜ ืคึผืจืึทืกืขืกืึทื– ืื•ืŸ ื˜ืึทืงืข ืžืื›ื˜ ืœืขื‘ืŸ ื’ืจื™ื ื’ืขืจ.
  • ืคืึธืจืฉื˜ืขืœื•ื ื’ ืื™ื– ื ืึธืจืžืึทืœ.
  • ืื•ืŸ ืขืก ืžื™ื™ื ื˜ ืฆื• ืื•ื ื“ื– ืึทื– ื“ืึธืก ืงืขืŸ ืื•ืŸ ื–ืึธืœ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜.

ืขืคึฟืขื ืขืŸ ืžืงื•ืจ - ืคืึทืจื‘ื™ื ื“ืŸ ืื•ื ื“ื–!

ื•ื•ื™ ืื™ืš ืฉื•ื™ืŸ ื’ืขื–ืื’ื˜, ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ื– ืึท ื’ืึธืจ ืึธืคึฟืŸ ืžืงื•ืจ ืคึผืจืึธื“ื•ืงื˜, ืึทื–ื•ื™ ืขืก ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ื’ื•ื˜ ืื•ื™ื‘ ื“ื™ ืžืึทืงืกื™ืžื•ื ื ื•ืžืขืจ ืคื•ืŸ ืžืขื ื˜ืฉืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืขืก. ืงื•ื ืžื™ื˜ ืื•ื ื–! ืžื™ืจ ื•ื•ืืจื˜ืŸ ืคึฟืึทืจ ืื™ืจ ืึทืœืข!

ื“ืื ืง ืื™ืจ ืึทืœืข!

ืฉืืœื•ืช

ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ืŸ Kubernetes ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืœืึทืกื˜ืขืจื–. ื•ื•ืœืึทื“ื™ืกืœืึทื•ื• ืงืœื™ืžืขื ืงืึธ (ืึทืœื˜ื™ื ื™ื˜ื™, 2019)

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืžื™ื™ึทืŸ ื ืึธืžืขืŸ ืื™ื– ืึทื ื˜ืึธืŸ. ืื™ืš ื‘ื™ืŸ ืคึฟื•ืŸ SEMrush. ืื™ืš ื‘ื™ืŸ ื•ื•ืึทื ื“ืขืจื™ื ื’ ื•ื•ืึธืก ืื™ื– ืžื™ื˜ ืœืึธื’ื™ื ื’. ืžื™ืจ ื”ืขืจืŸ ื•ื•ืขื’ืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’, ืึธื‘ืขืจ ื’ืึธืจื ื™ืฉื˜ ื•ื•ืขื’ืŸ ืœืึธื’ื™ื ื’, ืื•ื™ื‘ ืžื™ืจ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ื™ ื’ืื ืฆืข ืงื ื•ื™ืœ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืžื™ืจ ื”ืึธื‘ืŸ ืื•ื™ืคืฉื˜ื™ื™ืŸ ืึท ืงื ื•ื™ืœ ืื•ื™ืฃ ื™ื™ึทื–ื ื•ื•ืึทืจื’. ืื•ืŸ ืžื™ืจ ื ื•ืฆืŸ ืกืขื ื˜ืจืึทืœื™ื™ื–ื“ ืœืึธื’ื™ื ื’, ืงืึทืœืขืงื˜ื™ื ื’ ื–ื™ื™ ืื™ืŸ ืึท ืคึผืจืึธืกื˜ ืงื•ืคึผืข ืžื™ื˜ ื ืึธืจืžืึทืœ ืžื™ื˜ืœ. ืื•ืŸ ืคื•ืŸ ื“ืึธืจื˜ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืึธืก ืื™ื ื˜ืขืจืขืก ืื•ื ื“ื–.

ื’ื•ื˜ ืงืฉื™ื, ื“"ื” ืœืึธื’ื™ื ื’ ืื™ืŸ ืึท ื˜ืึธื“ืึธ ืจืฉื™ืžื”. ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื˜ื•ื˜ ื ื™ืฉื˜ ืึธื˜ืึทืžื™ื™ื˜ ื“ืขื ื ืึธืš. ืขืก ืื™ื– ื ืึธืš ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’, ื“ื™ ืคึผืจื•ื™ืขืงื˜ ืื™ื– ื ืึธืš ื’ืึทื ืฅ ื™ื•ื ื’. ืžื™ืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ื ื•ื™ื˜ ืคึฟืึทืจ ืœืึธื’ื™ื ื’. ื“ืึธืก ืื™ื– ืื•ื™ืš ืึท ื–ื™ื™ืขืจ ื•ื•ื™ื›ื˜ื™ืง ื˜ืขืžืข. ืื•ืŸ ืขืก ืื™ื– ืžื™ืกื˜ืึธืžืข ื ื™ื˜ ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ื›ื˜ื™ืง ื•ื•ื™ ืžืึธื ื™ื˜ืึธืจื™ื ื’. ืื‘ืขืจ ืขืจืฉื˜ืขืจ ืื•ื™ืฃ ื“ืขืจ ืจืฉื™ืžื” ืคึฟืึทืจ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืื™ื– ืžืึธื ื™ื˜ืึธืจื™ื ื’. ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืœืึธื’ื™ื ื’. ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš, ืžื™ืจ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ืึทืœืข ืึทืกืคึผืขืงืฅ ืคื•ืŸ ื“ืขื ืงื ื•ื™ืœ 'ืก ืœืขื‘ืŸ. ื“ืขืจื™ื‘ืขืจ, ื“ืขืจ ืขื ื˜ืคืขืจ ืื™ื– ืึทื– ื“ืขืจื•ื•ื™ื™ึทืœ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ, ืœื™ื™ื“ืขืจ, ื ื™ื˜ ื•ื•ื™ืกืŸ ื•ื•ื™ ืฆื• ื˜ืึธืŸ ื“ืึธืก, ืึธื‘ืขืจ ืขืก ืื™ื– ืื™ืŸ ื“ื™ ืคึผืœืึทื ื–, ืžื™ืจ ื•ื•ืขืœืŸ ื˜ืึธืŸ ืขืก. ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœื˜ ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ, ื‘ื™ื˜ืข ื‘ืขื˜ืŸ.

ื”ืขืœื! ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืš ื”ืึธื‘ืŸ ืึท ื ืึธืจืžืึทืœ ืงืฉื™ื ืฉื™ื™ึทื›ื•ืช ืฆื• ืคึผืขืจืกื™ืกื˜ืขื ื˜ ื•ื•ืึทืœื™ื•ืžื–. ื•ื•ืขืŸ ืžื™ืจ ืžืึทื›ืŸ ืึท ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืžื™ื˜ ื“ืขื ืึธืคึผืขืจืึทื˜ืึธืจ, ื•ื•ื™ ืงืขืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื‘ืึทืฉืœื™ืกืŸ ืื•ื™ืฃ ื•ื•ืึธืก ื ืึธื“ืข ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื“ื™ืกืง ืึธื“ืขืจ ื˜ืขืงืข ืึทื˜ืึทื˜ืฉื˜? ืžื™ืจ ืžื•ื–ืŸ ืขืจืฉื˜ืขืจ ื“ืขืจืงืœืขืจืŸ ืฆื• ืื™ื ืึทื– ื‘ื™ื˜ืข ืฉื˜ืขืœืŸ ืื•ื ื“ื–ืขืจ ืงืœื™ืงื›ืึธื•ืกืข ืื•ื™ืฃ ื“ื™ ื ืึธื•ื“ื– ื•ื•ืึธืก ื”ืึธื‘ืŸ ืึท ื“ื™ืกืง?

ื•ื•ื™ ื•ื•ื™ื™ึทื˜ ื•ื•ื™ ืื™ืš ืคึฟืึทืจืฉื˜ื™ื™ืŸ, ื“ื™ ืงืฉื™ื ืื™ื– ืึท ืงืึทื ื˜ื™ื ื™ื•ื™ื™ืฉืึทืŸ ืคื•ืŸ ื”ื™ื’ืข ืกื˜ืึธืจื™ื“ื–ืฉ, ืกืคึผืขืฆื™ืขืœ ื“ื™ HostPath ื˜ื™ื™ืœ ืคื•ืŸ ืขืก. ื“ืึธืก ืื™ื– ื•ื•ื™ ืฆื• ื“ืขืจืงืœืขืจืŸ ื“ื™ ื’ืื ืฆืข ืกื™ืกื˜ืขื ืึทื– ื“ื™ ืคึผืึธื“ ื“ืึทืจืฃ ื–ื™ื™ืŸ ืœืึธื ื˜ืฉื˜ ืื•ื™ืฃ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืึท ื ืึธื“ืข, ืฆื• ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคื™ื–ื™ืงืœื™ ืคืืจื‘ื•ื ื“ืŸ ื“ื™ืกืง, ื•ื•ืึธืก ืื™ื– ืžืึธื•ื ื˜ืขื“ ืื•ื™ืฃ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืึท ื•ื•ืขื’. ื“ืึธืก ืื™ื– ืึท ื’ืึทื ืฅ ืึธืคึผื˜ื™ื™ืœื•ื ื’ ื•ื•ืึธืก ืื™ืš ื’ืขืจื™ืจื˜ ื–ื™ื™ืขืจ ืื•ื™ื‘ื ืื•ื™ืคื™ืงืขืจ ื•ื•ื™ื™ึทืœ ื“ืขืจ ืขื ื˜ืคืขืจ ื“ืึธืจื˜ ืื™ื– ื’ืึทื ืฅ ื’ืจื•ื™ืก.

ื‘ืขืงื™ืฆืขืจ ืขืก ืงื•ืงื˜ ื•ื•ื™ ื“ืึธืก. ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืฆื•ืฉื˜ืขืœืŸ ื“ื™ ื•ื•ืึทืœื™ื•ืžื–. ืื™ืŸ ื“ืขืจ ืžืึธืžืขื ื˜, ืขืก ืื™ื– ืงื™ื™ืŸ ื“ื™ื ืึทืžื™ืฉ ื˜ื ื™ื™ึท ืื™ืŸ ื”ื™ื’ืข ืกื˜ืึธืจื™ื“ื–ืฉ, ืึทื–ื•ื™ DevOps ืžื•ื–ืŸ ืฉื ื™ื™ึทื“ืŸ ื“ื™ ื“ื™ืกืงืก ื–ื™ืš, ื“ื™ ื•ื•ืึทืœื™ื•ืžื–. ืื•ืŸ ื–ื™ื™ ืžื•ื–ืŸ ื“ืขืจืงืœืขืจืŸ Kubernetes ืคึผืจืึทื•ื•ื™ื–ืฉืึทื ื– ืึทื– ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืคึผืขืจืกื™ืกื˜ืขื ื˜ ื•ื•ืึทืœื™ื•ืžื– ืคื•ืŸ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืงืœืึทืก, ื•ื•ืึธืก ื–ืขื ืขืŸ ืœื™ื’ืŸ ืื•ื™ืฃ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ื ืึธื•ื“ื–. ื“ืขืจื ืึธืš ืื™ืจ ื•ื•ืขื˜ ื“ืึทืจืคึฟืŸ ืฆื• ื“ืขืจืงืœืขืจืŸ ืฆื• Kubernetes ืึทื– ืคึผืึธื“ืก ื•ื•ืึธืก ื“ืึทืจืคืŸ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืึท ื”ื™ื’ืข ืกื˜ืึธืจื™ื“ื–ืฉ ืงืœืึทืก ืžื•ื–ืŸ ื–ื™ื™ืŸ ื“ื™ืจืขืงื˜ืขื“ ื‘ืœื•ื™ื– ืฆื• ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ื ืึธื•ื“ื– ื ื™ืฆืŸ ืœืึทื‘ืขืœืก. ืคึฟืึทืจ ื“ื™ ืฆื•ื•ืขืงืŸ, ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ื”ืื˜ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ื‘ืึทืฉื˜ื™ืžืขืŸ ืขื˜ืœืขื›ืข ืกืึธืจื˜ ืคื•ืŸ ืคื™ืจืžืข ืื•ืŸ ืื™ื™ื ืขืจ ืคึผืขืจ ื‘ืึทืœืขื‘ืึธืก ื‘ื™ื™ึทืฉืคึผื™ืœ. ืื•ืŸ ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืึทื– ืคึผืึธื“ืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืจืึธื•ื˜ื™ื™ื˜ื™ื“ ื“ื•ืจืš Kubernetes ืฆื• ืœื•ื™ืคืŸ ื‘ืœื•ื™ื– ืื•ื™ืฃ ื ืึธื•ื“ื– ื•ื•ืึธืก ื˜ืจืขืคืŸ ื“ื™ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ, ืœืึทื‘ืขืœืก, ืื™ืŸ ืคึผืฉื•ื˜ ื˜ืขืจืžื™ื ืขืŸ. ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก ื‘ืึทืฉื˜ื™ืžืขืŸ ืœืึทื‘ืขืœืก ืื•ืŸ ื˜ื ื™ื™ึท ื“ื™ืกืงืก ืžืึทื ื™ื•ืึทืœื™. ืื•ืŸ ื“ืขืžืึธืœื˜ ืขืก ื•ื•ืึธื’.

ืื•ืŸ ื“ืึธืก ืื™ื– ื“ื™ ื“ืจื™ื˜ ืึธืคึผืฆื™ืข, ื”ื™ื’ืข, ื•ื•ืึธืก ื”ืขืœืคื˜ ืžืึทื›ืŸ ื“ืขื ืึท ื‘ื™ืกืœ ื’ืจื™ื ื’ืขืจ. ื•ื•ื™ ืื™ืš ื”ืื‘ ืฉื•ื™ืŸ ืื•ื ื˜ืขืจื’ืขืฉื˜ืจืื›ืŸ, ื“ืึธืก ืื™ื– ืคึผื™ื™ื ืกื˜ื™ื™ืงื™ื ื’ ืึทืจื‘ืขื˜ ืื•ื™ืฃ ื˜ื•ื ื™ื ื’, ื•ื•ืึธืก ืœืขืกืึธืฃ ื”ืขืœืคึผืก ืฆื• ื‘ืึทืงื•ืžืขืŸ ืžืึทืงืกื™ืžื•ื ืคืึธืจืฉื˜ืขืœื•ื ื’.

ืื™ืš ื”ืื‘ ื ืฆื•ื•ื™ื™ื˜ืข ืฉืืœื” ืžื™ื˜ ื“ืขื. Kubernetes ืื™ื– ื“ื™ื–ื™ื™ื ื“ ืึทื–ื•ื™ ืึทื– ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ ืฆื• ืื•ื ื“ื– ืฆื™ ืžื™ืจ ืคืึทืจืœื™ืจืŸ ืึท ื ืึธื“ืข ืึธื“ืขืจ ื ื™ืฉื˜. ื•ื•ืึธืก ื–ืึธืœ ืžื™ืจ ื˜ืึธืŸ ืื™ืŸ ื“ืขื ืคืึทืœ ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืคืึทืจืœืึธืจืŸ ื“ื™ ื ืึธื“ืข ื•ื•ื• ืื•ื ื“ื–ืขืจ ืฉืึทืจื“ ื›ืึทื ื’ื–?

ื™ืึธ, ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื˜ื›ื™ืœืขืก ืคึผืึทื–ื™ืฉืึทื ื“ ืึทื– ืื•ื ื“ื–ืขืจ ืฉื™ื™ื›ื•ืช ืžื™ื˜ ืื•ื ื“ื–ืขืจ ืคึผืึธื“ืก ืื™ื– ื•ื•ื™ ืคื™ืš, ืึธื‘ืขืจ ื“ืึธ ืžื™ื˜ ืื•ื ื“ื– ื™ืขื“ืขืจ ื“ื™ืกืง ื•ื•ืขืจื˜ ืขืคึผืขืก ื•ื•ื™ ืึท ืœื™ื‘ืœื™ื ื’. ืขืก ืื™ื– ืึทื–ืึท ืึท ืคึผืจืึธื‘ืœืขื ืึทื– ืžื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ื ืึธืจ ื•ื•ืึทืจืคืŸ ื–ื™ื™ ืึทื•ื•ืขืง. ืื• ืŸ ื“ ื™ ืื ื˜ืฐื™ืงืœื•ื  ื’ ืคื• ืŸ ืงื•ื‘ืขืจื ืขื˜ ืก ื’ืฒ ื˜ ืื™ ืŸ ื“ืข ืจ ืจื™ื›ื˜ื•ื ื’ , ื ื– ืžืข ืŸ ืื™ ื– ืื•ืžืžืขื’ืœืข ืš ืื™ ื ืื™ื ื’ืื ืฆ ืŸ ื‘ืื”ืื ื“ืœ ืŸ ืคื™ืœืื–ืืคื™ืฉ , ืฐ ื™ ืข ืก ืฐืืœ ื˜ ื’ืขืฐืข ืŸ ื ื’ืื  ืฅ ืคืืจืฐืืจืค ืŸ ืžื™ื˜ืœ .

ืื™ืฆื˜ ืคึฟืึทืจ ืึท ืคึผืจืึทืงื˜ื™ืฉ ืงืฉื™ื. ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ ืื•ื™ื‘ ืื™ืจ ืคืึทืจืคืึทืœืŸ ื“ื™ ื ืึธื“ืข ืื•ื™ืฃ ื•ื•ืึธืก ื“ื™ ื“ื™ืกืง ืื™ื– ื’ืขื•ื•ืขืŸ? ื“ืึธ ื“ื™ ืคึผืจืึธื‘ืœืขื ืื™ื– ืกืึทืœื•ื•ื“ ืื™ืŸ ืึท ื”ืขื›ืขืจ ืžื“ืจื’ื”. ืื™ืŸ ื“ืขื ืคืึทืœ ืคื•ืŸ ClickHouse, ืžื™ืจ ื”ืึธื‘ืŸ ืจืขืคึผืœืึทืงืึทื– ื•ื•ืึธืก ืึทืจื‘ืขื˜ ืื•ื™ืฃ ืึท ื”ืขื›ืขืจ ืžื“ืจื’ื”, ื“"ื”. ืื™ืŸ ื“ื™ ืงืœื™ืงื›ืึธื•ืกืข ืžื“ืจื’ื”.

ื•ื•ืึธืก ืื™ื– ื“ื™ ืจื™ื–ืึทืœื˜ื™ื ื’ ื‘ืึทื–ื™ื™ึทื˜ื™ืงื•ื ื’? DevOps ืื™ื– ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ืคึฟืึทืจ ื™ื ืฉื•ืจื™ื ื’ ืึทื– ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคืึทืจืคืึทืœืŸ. ืขืจ ืžื•ื–ืŸ ืฉื˜ืขืœืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืจื™ื›ื˜ื™ืง ืื•ืŸ ืžื•ื–ืŸ ืขื ืฉื•ืจ ืึทื– ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ืคืœื™ืกื ื“ื™ืง. ื“ื™ ืจืขืคึผืœื™ืงืข ืื•ื™ืฃ ื“ื™ ืงืœื™ืงื›ืึธื•ืกืข ืžื“ืจื’ื” ืžื•ื–ืŸ ื”ืึธื‘ืŸ ื“ื•ืคึผืœื™ืงื™ื™ื˜ื™ื“ ื“ืึทื˜ืŸ. ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื“ื™ ืึทืจื‘ืขื˜ ื•ื•ืึธืก ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืกืึทืœื•ื•ื–. ืื•ืŸ ื ื™ืฉื˜ ื“ื™ ืคึผืจืึธื‘ืœืขื ื•ื•ืึธืก ืงื•ื‘ืขืจื ืขื˜ืขืก ืึทืœื™ื™ืŸ ืกืึทืœื•ื•ื–. ื“ืึธืก ืื™ื– ืื•ื™ืฃ ื“ื™ ืงืœื™ืงื›ืึธื•ืกืข ืžื“ืจื’ื”.

ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ ืื•ื™ื‘ ื“ื™ื™ืŸ ืคึผืจืขืกืŸ ื ืึธื“ืข ืคืึทืœืŸ ืึทื•ื•ืขืง? ืื•ืŸ ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืึทื– ืื™ืจ ื•ื•ืขื˜ ื“ืึทืจืคึฟืŸ ืฆื• ื™ื ืกื˜ืึทืœื™ืจืŸ ืึท ืฆื•ื•ื™ื™ื˜ ืื™ื™ื ืขืจ, ืจืขื›ื˜ ืฆื•ืฉื˜ืขืœืŸ ื“ื™ ื“ื™ืกืง ืื•ื™ืฃ ืขืก ืื•ืŸ ืฆื•ืœื™ื™ื’ืŸ ืœืึทื‘ืขืœืก. ืื•ืŸ ื ืึธืš ื“ืขื, ืขืก ื•ื•ืขื˜ ื˜ืจืขืคืŸ ื“ื™ ืจืขืงื•ื•ื™ืจืขืžืขื ืฅ ืึทื– Kubernetes ืงืขื ืขืŸ ืงืึทื˜ืขืจ ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ ืคึผืึธื“ ืื•ื™ืฃ ืขืก. Kubernetes ื•ื•ืขื˜ ืงืึทื˜ืขืจ ืขืก. ื“ื™ื™ืŸ ื ื•ืžืขืจ ืคื•ืŸ ืคึผืึธื“ืก ืื™ื– ื ื™ืฉื˜ ื’ืขื ื•ื’ ืฆื• ื˜ืจืขืคืŸ ื“ื™ ืกืคึผืขืกื™ืคื™ืขื“ ื ื•ืžืขืจ. ืขืก ื•ื•ืขื˜ ื’ื™ื™ืŸ ื“ื•ืจืš ื“ื™ ืฆื™ืงืœ ื•ื•ืึธืก ืื™ืš ื’ืขื•ื•ื™ื–ืŸ. ืื•ืŸ ืื•ื™ืฃ ื“ืขื ื”ืขื›ืกื˜ืŸ ืฉื˜ืึทืคึผืœ, ClickHouse ื•ื•ืขื˜ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืืจื™ื™ืŸ ืึท ืจืขืคึผืœื™ืงืข, ืขืก ืื™ื– ื ืึธืš ืœื™ื™ื“ื™ืง ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ืึทืจื™ื‘ืขืจืคื™ืจืŸ ื“ืึทื˜ืŸ ืฆื• ืขืก. ื™ืขื ืข. ื“ืขืจ ืคึผืจืึธืฆืขืก ืื™ื– ื ืึธืš ื ื™ืฉื˜ ื’ืขื–ื•ื ื˜ ืึธื˜ืึทืžื™ื™ื˜ื™ื“.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ื•ื•ืขืŸ ืึทืœืข ืกืึธืจืฅ ืคื•ืŸ ืคึผืึทืกืงื•ื“ื ืข ื–ืื›ืŸ ืคึผืึทืกื™ืจืŸ, ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืงืจืึทืฉื™ื– ืื•ืŸ ืจื™ืกื˜ืึทืจื˜, ืื•ืŸ ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜ ื“ื™ ื’ืขืฉืขืขื ื™ืฉืŸ ืงื•ืžืขืŸ, ื˜ืึธืŸ ืื™ืจ ืขืคืขืก ืฉืขืคึผืŸ ื“ืขื?

ื•ื•ืึธืก ื›ืึทืคึผืึทื ื– ืื•ื™ื‘ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืงืจืึทืฉื˜ ืื•ืŸ ืจื™ืกื˜ืึทืจื˜ื™ื“, ืจืขื›ื˜?

ื™ื. ืื•ืŸ ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜ ื–ืขื ืขืŸ ืื ื’ืขืงื•ืžืขืŸ ื’ืขืฉืขืขื ื™ืฉืŸ.

ื“ื™ ืึทืจื‘ืขื˜ ืคื•ืŸ ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ ืื™ืŸ ื“ืขื ืคืึทืœ ืื™ื– ื˜ื™ื™ืœ ืฉืขืจื“ ืฆื•ื•ื™ืฉืŸ ื“ื™ ืึธืคึผืขืจืึทื˜ืึธืจ ืื•ืŸ Kubernetes. Kubernetes ื”ืื˜ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืจื™ืคึผืœื™ื™ ืึท ื’ืขืฉืขืขื ื™ืฉ ื•ื•ืึธืก ืื™ื– ืคืืจื’ืขืงื•ืžืขืŸ. ืขืจ ืจื™ืคึผืœื™ื™ื–. ืื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ 'ืก ืึทืจื‘ืขื˜ ืื™ื– ืฆื• ืžืึทื›ืŸ ื–ื™ื›ืขืจ ืึทื– ื•ื•ืขืŸ ื“ื™ ื’ืขืฉืขืขื ื™ืฉ ืงืœืึธืฅ ืื™ื– ืจื™ืคึผืœื™ื™ื“ ืื•ื™ืฃ ืื™ื, ื“ื™ ื’ืขืฉืขืขื ื™ืฉืŸ ื–ืขื ืขืŸ ื™ื™ื“ืขืžืคึผืึทื˜ืึทื ื˜. ืื•ืŸ ืึทื–ื•ื™ ืึทื– ื“ื™ ืจื™ืคึผื™ื˜ื™ื“ ืคึผืึทืกื™ืจื•ื ื’ ืคื•ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื’ืขืฉืขืขื ื™ืฉ ื˜ื•ื˜ ื ื™ืฉื˜ ื‘ืจืขื›ืŸ ืื•ื ื“ื–ืขืจ ืกื™ืกื˜ืขื. ืื•ืŸ ืื•ื ื“ื–ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืงืึธืคึผืขืก ืžื™ื˜ ื“ืขื ืึทืจื‘ืขื˜.

ื”ืขืœื! ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ื“ืžื™ื˜ืจื™ ื–ืึทื•ื•ื™ืึทืœืึธื•ื•, ืคื™ืจืžืข ืกืžืขื“ืึธื•ื•ืึท. ื–ืขื ืขืŸ ืขืก ืคึผืœืึทื ื– ืฆื• ืœื™ื™ื’ืŸ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ ืžื™ื˜ ื”ืึทืคึผืจืึธืงืกื™ ืฆื• ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ? ืื™ืš ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืื™ืŸ ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ื‘ืึทืœืึทื ืกืขืจ ื—ื•ืฅ ื“ื™ ื ืึธืจืžืึทืœ ืื™ื™ื ืขืจ, ืึทื–ื•ื™ ืึทื– ืขืก ืื™ื– ืงืœื•ื’ ืื•ืŸ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ClickHouse ืื™ื– ื˜ืึทืงืข ื“ืึธืจื˜.

ื“ื• ืจืขื“ืกื˜ ื•ื•ืขื’ืŸ ืื™ื ื’ืจืขืก?

ื™ืึธ, ืคืึทืจื‘ื™ื™ึทื˜ืŸ ื™ื ื’ืจืขืกืก ืžื™ื˜ ื”ืึทืคึผืจืึธืงืกื™. ืื™ืŸ ื”ืึทืคึผืจืึธืงืกื™ ืื™ืจ ืงืขื ืขืŸ ืกืคึผืขืฆื™ืคื™ืฆื™ืจืŸ ื“ื™ ื˜ืึทืคึผืึทืœืึทื“ื–ืฉื™ ืคื•ืŸ ื“ืขื ืงื ื•ื™ืœ ื•ื•ื• ืขืก ื”ืื˜ ืจืขืคึผืœืึทืงืึทื–.

ืžื™ืจ ื”ืึธื‘ืŸ ื ืึธืš ื ื™ืฉื˜ ื’ืขื“ืึทื ืง ื•ื•ืขื’ืŸ ืื™ื. ืื•ื™ื‘ ืื™ืจ ื“ืึทืจืคึฟืŸ ืขืก ืื•ืŸ ืงืขื ืขืŸ ื“ืขืจืงืœืขืจืŸ ื•ื•ืึธืก ืขืก ืื™ื– ื“ืืจืฃ, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืžืขื’ืœืขืš ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ืขืก, ืกืคึผืขืฆื™ืขืœ ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืึธื ื˜ื™ื™ืœ ื ืขืžืขืŸ. ืžื™ืจ ื•ื•ืขืœืŸ ื–ื™ื™ืŸ ืฆื•ืคืจื™ื“ืŸ ืฆื• ื‘ืึทื˜ืจืึทื›ื˜ืŸ ื“ื™ ืึธืคึผืฆื™ืข. ื“ืขืจ ืงื•ืจืฅ ืขื ื˜ืคืขืจ ืื™ื– ื ื™ื˜, ืžื™ืจ ื“ืขืจื•ื•ื™ื™ึทืœ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืึทื–ืึท ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™. ื“ืึทื ืงืขืŸ ืคึฟืึทืจ ื“ื™ ืขืฆื”, ืžื™ืจ ื•ื•ืขืœืŸ ืงื•ืงืŸ ืื™ืŸ ื“ืขื ืขื ื™ืŸ. ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ืื•ื™ืš ื“ืขืจืงืœืขืจืŸ ื“ื™ ื ื•ืฆืŸ ืคืึทืœ ืื•ืŸ ื•ื•ืึธืก ืขืก ืื™ื– ื“ืืจืฃ ืื™ืŸ ืคื™ืจ, ืœืžืฉืœ, ืฉืึทืคึฟืŸ ื™ืฉื•ื– ืื•ื™ืฃ GitHub, ื“ืึธืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืจื•ื™ืก.

ื”ืื˜ ืฉื•ื™ืŸ.

ืคื™ื™ึทืŸ. ืžื™ืจ ื–ืขื ืขืŸ ืึธืคืŸ ืฆื• ืงื™ื™ืŸ ืคึฟื™ืจืœื™ื™ื’ืŸ. ืื•ืŸ ื”ืึทืคึผืจืึธืงืกื™ ืื™ื– ืžื•ืกื™ืฃ ืฆื• ื“ื™ ื˜ืึทื“ืึธ ืจืฉื™ืžื”. ื“ื™ ื˜ืึธื“ืึธ ืจืฉื™ืžื” ืื™ื– ื’ืจืึธื•ื™ื ื’, ื ื™ืฉื˜ ืฉืจื™ื ื’ืงื™ื ื’ ื ืึธืš. ืื‘ืขืจ ื“ืึธืก ืื™ื– ื’ื•ื˜, ืขืก ืžื™ื˜ืœ ืึทื– ื“ื™ ืคึผืจืึธื“ื•ืงื˜ ืื™ื– ืื™ืŸ ืžืึธื ืขืŸ.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’