ืกืœื•ืจื - ืึทืŸ ื’ืจื™ื ื’ ื•ื•ืขื’ ืฆื• ื‘ืจืขื›ืŸ ื–ื™ืš ืื™ืŸ ื“ื™ Kubernetes ื˜ืขืžืข

ืกืœื•ืจื - ืึทืŸ ื’ืจื™ื ื’ ื•ื•ืขื’ ืฆื• ื‘ืจืขื›ืŸ ื–ื™ืš ืื™ืŸ ื“ื™ Kubernetes ื˜ืขืžืข

ืื™ืŸ ืึทืคึผืจื™ืœ, ื–ืฒึทื ืขืŸ ื’ืขืงื•ืžืขืŸ ื“ื™ ืึธืจื’ืึทื ื™ื–ืึทื˜ืึธืจืŸ ืคึฟื•ืŸ ืกืœื•ืจื, ืึท ืงื•ืจืก ืคึฟื•ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก, ืฆื•ืงืœืึทืคึผืŸ ืื™ืŸ ืžืฒึทืŸ ื˜ื™ืจ ืขืก ืฆื• ืคึผืจื•ึผืฐืŸ ืื•ืŸ ืžื™ืจ ื“ืขืจืฆืฒืœืŸ ื–ืฒืขืจืข ืืฒึทื ื“ืจื•ืงืŸ:

Dmitry, Slurm ืื™ื– ืึท ื“ืจื™ื™-ื˜ืึธื’ ืื™ื ื˜ืขื ืกื™ื•ื•ืข ืงื•ืจืก ืื•ื™ืฃ Kubernetes, ืึท ื’ืขื“ื™ื›ื˜ ื˜ืจื™ื™ื ื™ื ื’ ื’ืขืฉืขืขื ื™ืฉ. ืขืก ืื™ื– ืึทื ืœื™ื™ืงืœื™ ืึทื– ืื™ืจ ื•ื•ืขื˜ ืงืขื ืขืŸ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ื•ื•ืขื’ืŸ ืื™ื ืื•ื™ื‘ ืื™ืจ ื ืึธืจ ื–ื™ืฆืŸ ืคึฟืึทืจ ืฆื•ื•ื™ื™ ืฉืขื” ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืœืขืงืฆื™ืข. ื–ืขื ื˜ ืื™ืจ ื’ืจื™ื™ื˜ ืฆื• ื’ืึธืจ ืึธื ื˜ื™ื™ืœ ื ืขืžืขืŸ?

ืื™ื™ื“ืขืจ ืกืœื•ืจื, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื ื™ื™ื˜ื™ืง ืฆื• ื ืขืžืขืŸ ืคึผืจื™ืคึผืขืจืึทื˜ืึธืจื™ ืึธื ืœื™ื™ืŸ ืงืึธืจืกืึทื– ืื•ื™ืฃ ืึทื ืกื™ื‘ืœืข, ื“ืึธืงืงืขืจ ืื•ืŸ ืกืขืฃ.
ื“ืขืจื ืึธืš, ืื™ืŸ ื˜ื•ืจื ื™ืคึผืก, ื ืขืžืขืŸ ื“ื™ ืงืึธื“ ืื•ืŸ ืคึผื™ื ื˜ืœืขืš ื™ื ืกื˜ืจืึทืงืฉืึทื ื–, ืœื•ื™ื˜ ื•ื•ืึธืก ืื™ืจ ืงืขื ืขืŸ ื’ื™ื™ืŸ ื“ื•ืจืš ื™ืขื“ืขืจ ื‘ืึทืคึฟืขืœ ืฉื•ืจื” ื“ื•ืจืš ืฉื•ืจื” ืžื™ื˜ ื“ื™ ืคึผืจื™ื–ืขื ื˜ืขืจื– ืื™ืŸ ืจืขืคึฟืขืจืึทื˜ืŸ.

โ€” ืื™ ืš ื‘ืืฉื˜ืขื˜ื™ืง , ื ื– ืื™ ืš ื‘ื™ ืŸ ื’ืจืฒ ื˜ ืฆ ื• ื’ืื ืฆ ืŸ ืื ื˜ื™ื™ืœื ืขืžืข ืŸ ืื™ ืŸ ื‘ืฒื“ ืข ืงื•ืจืกืŸ .

ืื•ืŸ ื ืึธืš ื“ืขื, ืฉื•ื•ืขืจ ืึทืจื‘ืขื˜ ืื™ื– ื’ืขืจืึทื ื˜ื™ื“ ืคึฟืึทืจ 6 ื˜ืขื’ (ื™ืงืขืจื“ื™ืง Slurm ืื•ืŸ MegaSlurm) ืื™ืŸ ืึท ืงืœืึทืกืฆื™ืžืขืจ ืคื•ืœ ืคื•ืŸ ืกื™ืกื˜ืขื ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก.

ืงื•ื•ืืœืŸ

ื•ื•ืึธืก ืื™ื– ื“ื™ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’ ืกืขืจื•ื•ื™ืกืขืก ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ? ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืึท ื’ืขืฉืขืคื˜ ืคืจืขื’ื˜ ืคึฟืึทืจ ืคึผื•ืฉ ืึธื ื–ืึธื’ ื’ืึทื ืฆืข! ืขืก ื•ื•ืึธืœื˜ ื•ื™ืกืงื•ืžืขืŸ ืึทื– ืขืก ืื™ื– ืึท ืคื•ืœ ืึธื ืœื™ื™ื’ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืžื™ื˜ ืึท ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืื•ืŸ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืžื™ื˜ ืึท ืจื™ืจืขื•ื•ื“ื™ืง ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ. 15 ืžื™ื ื•ื˜ ืึทืจื‘ืขื˜. ื–ืืœ ืก ื–ืึธื’ืŸ ื“ื™ ื’ืขืฉืขืคื˜ ืึทื– ืžื™ืจ ืงืขื ืขืŸ ื”ืึทื ื“ืœืขืŸ ืžื™ื˜ ืขืก ืื™ืŸ ืึท ื˜ืึธื’!

ืื•ืŸ ื“ืึธ ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืึทื– ืฉื˜ื•ืคึผ ื ืึธื•ื˜ืึทืคืึทืงื™ื™ืฉืึทื ื– ื”ืึธื‘ืŸ ืงื™ื™ื ืžืึธืœ ื’ืขืฉื™ืงื˜ ืคืจื™ืขืจ. ืžื™ืจ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ืงืึธื ื ืขืงื˜ืขื“ ืึท ืคืจืขืžื“ ืึธื“ืขืจ ื–ื™ืš-ื›ืึธื•ืกื˜ื™ื“ ืฉื˜ื•ืคึผ ืึธื ื–ืึธื’ ืคึผืœืึทื˜ืคืึธืจืžืข ืื™ืŸ ืฉื˜ื™ื™ึทื’ืŸ. ืื•ืŸ ื“ืึธืก ืื™ื– ื ื™ื˜ ืžืขืจ 15 ืžื™ื ื•ื˜ ืึธื“ืขืจ ืึท ืฉืขื”, ืขืก ืื™ื– ื’ื•ื˜ ืื•ื™ื‘ ื–ื™ื™ ืคืึทืจื‘ื™ื ื“ืŸ ืขืก ืื™ืŸ ืึท ื•ื•ืึธืš. ื“ื™ ื›ื™ืฉื•ืฃ ืื•ืŸ ื›ื™ืฉื•ืฃ ืื ื’ืขื”ื•ื™ื‘ืŸ. ืึทืœืฅ ืื™ื– ื•ืžืงืœืึธืจ, ืžืึธื“ื ืข ืื•ืŸ ืึทื ืคึผืจื™ื“ื™ืงื˜ืึทื‘ืึทืœ.

ื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืื™ื– ื’ืขื•ื•ืืจืŸ ื’ืึธืจ ืึทื ืคึผืจื™ื“ื™ืงื˜ืึทื‘ืึทืœ ื‘ืœื•ื™ื– ืคึฟืึทืจ ืื™ื™ืŸ ืกื™ื‘ื”: ื–ื™ื™ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ื’ืขื ื•ืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ืึทื– ืื™ืŸ ืึทื“ื™ืฉืึทืŸ ืฆื• ื“ื™ ืฉื™ื›ื˜ืข ืคื•ืŸ โ€‹โ€‹ื’ืขืฉืขืคื˜ ื˜ืึทืกืงืก, ืขืก ืื™ื– ืื•ื™ืš ืึท ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ืฉื™ื›ื˜ืข.

ืื•ื™ื‘ ื“ื™ ืฉื™ื›ื˜ืข ืคื•ืŸ โ€‹โ€‹ื’ืขืฉืขืคื˜ ื˜ืึทืกืงืก ืื™ื– ืึท ืคืึธื ื˜ืึทืŸ ื•ื•ืึธืก ืกืคึผื™ื“ื– ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืงืœื™ื™ืŸ ื˜ืึทืกืงืก, ื›ื™ื™ืคึผืึทื˜ืึทืกืึทืก ื˜ืขืกื˜ื™ื ื’ ืื•ืŸ ื•ื•ื™ื–ืฉืึทื•ื•ืึทืœ ื˜ืจื™ืงืก, ื“ื™ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ืื™ื– ื–ื™ื™ืŸ ืคึผื™ื™ืคึผืก. ื“ืึธ ืื™ืจ ื“ืึทืจืคึฟืŸ ืึท ืคึผืœืึทื ื™ืจื•ื ื’ ื”ืึธืจื™ื–ืึธื ื˜ ืคื•ืŸ ื‘ื™ื™ึท ืžื™ื ื“ืกื˜ืขืจ ื–ืขืงืก ื—ื“ืฉื™ื ืื™ืŸ ืฉื˜ื™ื™ึทื’ืŸ.

ืคึผื™ื™ืคึผืก ืคึฟืึทืจ ืงื•ื•ืืœืŸ

ืจืขื›ื˜ ืฆื• ื“ืขืจ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืื•ืŸ ื“ื™ ืคืึธื“ืขืจื•ื ื’ ืฆื• ืฆืึธืœืŸ ื–ื™ื™ืขืจ ื ืึธืขื ื˜ ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ื˜ ืฆื• ื“ืขื˜ืึทืœ, ืกืคึผืขืฉืึทืœื™ ื˜ืจื™ื™ื ื“ ืžืขื ื˜ืฉืŸ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ "ืคึผื™ื™ืคึผืก": ื“ืขื•ื•ืึธืคึผืก, ื•ื•ืึธืก ื’ืขื•ื•ืืงืกืŸ ืคื•ืŸ ื“ื™ ืžืขืจืกื˜ ื™ืงืกืคึผื™ืจื™ืึทื ืกื˜ ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก ืื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก. ื–ื™ื™ืขืจ ืึทืจื‘ืขื˜ ืื™ื– ืคึผืœืึทื ื ืขื“ ืื•ืŸ ืฉื˜ืจืขื ื’ ืงืึธื ืกื™ืกื˜ืขื ื˜. ื–ื™ื™ ื–ืขื ืขืŸ ื•ื•ื™ ื‘ืจื™ืง ื‘ื™ืœื“ืขืจื– - ื™ืขื“ืขืจ ื’ืจื™ื™ึทื– ืคื™ืจื˜ ืฆื• ื“ื™ ืคืึทืงื˜ ืึทื– ืึทืŸ ื’ืจื™ื ื’ ื’ืขืฉืขืคื˜ ืึทืจื‘ืขื˜ ืคึฟืึทืจ 15 ืžื™ื ื•ื˜ ืคึผืœื•ืฆืœื™ื ื’ ื˜ื•ืจื ืก ืื™ืŸ ืฉื™ื™ึทืขืš-ืคึผืœืึทื ื™ืจื•ื ื’ ื“ื™ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ืคึฟืึทืจ ืคื™ืœืข ื˜ืขื’ ืื•ืŸ ื’ืขืœื˜.

ืกืœื•ืจื ืื™ื– ื“ืขืจื•ื•ื™ื™ึทืœ ื“ืขืจ ื‘ืœื•ื™ื– ืงื•ืจืก ืื™ืŸ ืจื•ืกืœืึทื ื“ (ื•ื•ืึธืก ืื™ืš ื•ื•ื™ืกืŸ ืคื•ืŸ) ื•ื•ืึธืก ืœืขืจื ื˜ ื•ื•ื™ ืฆื• ื‘ื•ื™ืขืŸ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ืื™ืŸ ืึท ืกื˜ืึทื ื“ืขืจื“ื™ื™ื–ื“ ื•ื•ืขื’, ืึทืœืึทื•ื™ื ื’ ืื™ืจ ืฆื• ื‘ื™ื™ึท ืžื™ื ื“ืกื˜ืขืจ ืขืคืขืก ื’ืœื™ื™ึทืš ืื•ื™ืก ืคึผืœืึทื ื™ืจื•ื ื’ ืขืจืจืึธืจืก. ืื™ืš ื”ืึธื‘ ื’ืขื ื•ืžืขืŸ ืึท ืงื•ืจืก ืื•ื™ืฃ Kubernetes, ืื•ืŸ ืื™ืš ื•ื•ืขืœ ื ืขืžืขืŸ ืึท ื ื™ื™ึทืข ืงื•ืจืก ืื•ื™ืฃ DevOps ืื™ืŸ ืกืขืคื˜ืขืžื‘ืขืจ.

ืกืœื•ืจื ืื™ื– ื’ืขื•ื•ืขืŸ ื™ื ื•ื•ืขื ื˜ื™ื“ ื“ื•ืจืš ืกืึธื•ื˜ื”ื‘ืจื™ื“ื–ืฉ, ืึทืŸ ืึทื“ืžื™ื ื™ืกื˜ืจืึทืฆื™ืข ืึทื•ืฆืึธืจืกืขืจ ื•ื•ืึธืก ื”ืื˜ ื’ืขื‘ื•ื™ื˜ ื“ืึทื–ืึทื ื– ืคื•ืŸ ืงื•ื•ืืœืŸ ืคื•ืŸ ืคืึทืจืฉื™ื“ืŸ ืฉืึทืคึผืขืก. Southbridge ืื™ื– KTP ืื•ืŸ KCSP ืกืขืจื˜ืึทืคื™ื™ื“ (CNCF, Linux Foundation Member).

ื•ื•ืึธืก ืคึผื•ื ืงื˜ ืœืขืจื ืขืŸ ื–ื™ื™ ืื™ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก ืงืึธืจืกืึทื–?

ื•ื•ื™ ืฆื• ืึธืจื’ืึทื ื™ื–ื™ืจืŸ ืึทืœืฅ ื•ื•ืึธืก ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื”ืึธื‘ืŸ ื’ืขื˜ืืŸ ืื•ืŸ ืึทื–ื•ื™ ืึทื– ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืคืึทืœืŸ?

  • ืึทืจื‘ืขื˜ ืžื™ื˜ Kubespray
  • ื™ื ืกื˜ืึธืœื™ื ื’ ื ืึธืš ืงืึทืžืคึผืึธื•ื ืึทื ืฅ
  • ืงื ื•ื™ืœ ื˜ืขืกื˜ื™ื ื’ ืื•ืŸ ื˜ืจืึธื•ื‘ืœืขืฉืึธืึธื˜ื™ื ื’

ื•ื•ื™ ืฆื• ื“ืขืจืœื•ื™ื‘ืŸ ื ื™ืฆืขืจืก (ื“ืขื•ื•ืขืœืึธืคึผืขืจืก) ืื™ืŸ ื“ืขื ืงื ื•ื™ืœ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ืขื ืงื ื•ื™ืœ ื–ื™ืš?

  • LDAP (Nginx + Python)
  • OIDC (ื“ืขืงืก + ื’ืึทื ื’ื•ื•ื™ื™ึท)

ื•ื•ื™ ืฆื• ื‘ืึทืฉื™ืฆืŸ ื–ื™ืš ืคื•ืŸ ื›ืึทืงืขืจื– ืื•ื™ืฃ ื“ื™ ื ืขืฅ ืžื“ืจื’ื”?

  • ื”ืงื“ืžื” ืฆื• CNI
  • ื ืขืฅ ื–ื™ื›ืขืจื”ื™ื™ึทื˜ ืคึผืึธืœื™ื˜ื™ืง

ืื•ืŸ ื–ื™ื›ืขืจืงื™ื™ึทื˜ ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ!

  • ืคึผืึธื“ืกืขืงื•ืจื™ื˜ื™ ืคึผืึธืœื™ื˜ื™ืง
  • PodDisruptionBudget

ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื‘ืึทื”ืึทืœื˜ืŸ ืขืคึผืขืก, ืžื™ืจ ื–ืึธื’ืŸ ืื™ืจ ืื™ืŸ ื“ืขื˜ืึทืœ ื•ื•ืึธืก ืื™ื– ืื•ื ื˜ืขืจ ื“ื™ ืงืึทืคึผื˜ืขืจ

  • ืงืึธื ื˜ืจืึธืœืœืขืจ ืกื˜ืจื•ืงื˜ื•ืจ
  • ืึธืคึผืขืจื™ื™ื˜ืขืจื– ืื•ืŸ ืงืจื“ืก

ืกื˜ืึทื˜ืขืคื•ืœ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ ืึท ืงื ื•ื™ืœ

  • ืœืึธื ื˜ืฉื™ื ื’ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืงื ื•ื™ืœ ืžื™ื˜ PostgreSQL ื•ื•ื™ ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ
  • ืกื˜ืึทืจื˜ื™ื ื’ ืึท RabbitMQ ืงื ื•ื™ืœ

ื•ื•ื™ ื ื™ื˜ ืฆื• ืงืจืึธื ืคื™ืœืข ืคึผืึทืกื•ื•ืขืจื“ื– ืื•ืŸ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทื ื– ืื™ืŸ ืงืœืึธืจ ื˜ืขืงืกื˜

  • ืึธื ืคื™ืจื•ื ื’ ืกื™ืงืจื™ืฅ ืื™ืŸ Kubernetes
  • Vault

ื”ืึธืจื™ื–ืึธื ื˜ืึทืœ ืกืงื™ื™ืœื™ื ื’ ื‘ื™ื™ึท ื“ื™ ืงื ืึทืงืŸ ืคื•ืŸ ื“ื™ื™ืŸ ืคื™ื ื’ืขืจ

  • ื˜ืขืึธืจื™ืข
  • ืคื™ืจ

ื‘ืึทืงืงื•ืคึผืก

  • ื‘ืึทืงืงื•ืคึผ ืื•ืŸ ืึธืคึผื–ื•ืš ืคื•ืŸ ืึท ืงื ื•ื™ืœ ื ื™ืฆืŸ Heptio Velero (ืึทืžืึธืœ ืึทืจืง) ืื•ืŸ ืขื˜ืง

ื’ืจื™ื ื’ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืฆื• ืคึผืจื•ื‘ื™ืจืŸ, ื‘ื™ื ืข ืื•ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข

  • ืœื™ื ื˜
  • ื˜ืขืžืคึผืœืึทื˜ื™ื ื’ ืื•ืŸ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืžื›ืฉื™ืจื™ื
  • ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืกื˜ืจืึทื˜ืขื’ื™ืขืก

ืขืก ืื™ื– ืื•ื™ืš ืึท ืงื•ืจืก ืื•ื™ืฃ ืกื˜ืขืจื•ื™ื“ื–, ืึทืœืฅ ื“ืึธืจื˜ ืื™ื– ื‘ื›ืœืœ ื›ืึทืจื“ืงืึธืจ. ืึธื‘ืขืจ, ื ืึธืš ื“ื™ ื™ืงืขืจื“ื™ืง ืงื•ืจืก ืื™ืจ ืงืขื ืขืŸ ืฉื•ื™ืŸ ื‘ื•ื™ืขืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคืึธื ื˜ืึทืŸ.

ื ืึธืš ืกืœื•ืจื, ื“ื™ ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ ื–ืขื ืขืŸ ืœื™ื ืงืก ืžื™ื˜ ืึทืจื˜ืึทืคืึทืงืฅ - ืึท ื•ื•ื™ื“ืขื ืจืขืงืึธืจื“ื™ื ื’ ืคื•ืŸ ืึทืœืข ื˜ืขื’, ื“ื™ื˜ื™ื™ืœื“ ื™ื ืกื˜ืจืึทืงืฉืึทื ื– ืคึฟืึทืจ ื™ืขื“ืขืจ ื ื•ืžืขืจ ืฆื•ื–ืืžืขืŸ ืžื™ื˜ ืคึผื™ื ื˜ืœืขืš ืจืขืกืึทืคึผื™ื–, ื“ื™ ืงืึทืžืึทื ื“ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ื ืึทืจื™ืฉ ืงืึธืคึผื™ืข-ืคึผื™ื™ืกื˜ ืฆื• ืึทืกืขืžื‘ืึทืœ ืึธื“ืขืจ ืึท ืœื™ื™ื–ื•ื ื’ ืคึฟืึทืจ ื‘ืึทืงืึทืคึผ ืึธื“ืขืจ ืึท ืœื™ื™ื–ื•ื ื’ ืคึฟืึทืจ ืคึผืจื•ื‘ื™ืจืŸ ื™ื ื•ื•ื™ื™ืจืึทื ืžืึทื ืฅ ืึธื“ืขืจ ืขืคึผืขืก ืึทื ื“ืขืจืฉ.

ืึทื– ืื™ื–, ืขืก ืื™ื– ื•ื•ื™ ืคึผืฉื•ื˜ ื•ื•ื™ ืึทื–. ื™ื. ืื™ืš ื‘ื™ืŸ ื’ืขืงื•ืžืขืŸ ืึท ืคึผืึธืจ ื˜ืขื’, ื–ื™ืš ืคึฟืึทืจื˜ื™ืคึฟื˜ ืื™ืŸ ื“ืขืจ ื˜ืขืžืข, ื‘ืึทืงื•ืžืขืŸ ืคึผื™ื ื˜ืœืขืš ืจืขืกืึทืคึผื™ื– ืื•ืŸ ื–ื™ืš ืื•ืžื’ืขืงืขืจื˜ ืฆื• ืžื™ื™ืŸ ื•ื•ืขืจืงืคึผืœื™ื™ืก ืฆื• ื‘ื•ื™ืขืŸ ื“ื™ ืคึผืจื•ื™ืขืงื˜ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ - ืคึผืฉื•ื˜, ืจื™ื›ื˜ื™ืง ืื•ืŸ, ื“ืขืจ ืขื™ืงืจ, ืื™ืŸ ืึท ืคึผืจื™ื“ื™ืงื˜ืึทื‘ืึทืœ ืฆื™ื™ื˜ ืจืึทื. ื“ื™ ืžืึทื’ื™ืฉ ืื•ืŸ ื•ื•ื™ื˜ืฉืงืจืึทืคื˜ ื–ืขื ืขืŸ ืื™ื‘ืขืจ, ืึทืœืข ื•ื•ืึธืก ื‘ืœื™ื™ื‘ื˜ ืื™ื– ืฆื• ืึทืจื‘ืขื˜ืŸ.

ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜?

ืื™ืŸ ื“ื™ ืกื•ืฃ ืคื•ืŸ ื“ื™ ืจืึทืกืข, ืคึฟืึทืจ ืขื˜ืœืขื›ืข ื˜ืขื’, ืื™ืจ ื‘ืึทืงื•ืžืขืŸ ื“ื™ ื’ืขืคื™ืœ ืึทื– ืคืึทืงื˜ื™ืฉ ืขืจื ืกื˜ ืคึผืจืึทื“ื–ืฉืขืงืก ื–ืขื ืขืŸ ื’ืขื‘ื•ื™ื˜ ื›ึผืžืขื˜ ื“ื•ืจืš ื“ื™ ื“ืขื•ื•ืึธืคึผืก ื–ื™ืš. ืื•ืŸ ื“ื™ ื›ื™ื“ืขืฉื“ื™ืง ื–ืึทืš ืื™ื– ืึทื– ืึทืœืข ื“ื™ ื‘ืื“ืขืงื˜ ืžืึทื˜ืขืจื™ืึทืœ ืื™ื– ืคืึทืจืฉื˜ื™ื™ื™ืง, ืื™ืš ืจืขืคึผืจืึธื“ื•ืฆื™ืจืŸ ืขืก ืื•ื™ืฃ ืžื™ื™ืŸ ืื™ื™ื’ืขื ืข ืกืขืจื•ื•ืขืจืก ื™ืขื“ืขืจ ื˜ืึธื’.

ืฆื•ืž ื’ืœื™ืง, ื“ืขืจ ื’ืื ืฆืขืจ ืขื•ืœื ืื™ื– ืืจื™ื‘ืขืจื’ืขืคืืจืŸ ืฆื• ื“ื™ ื•ื•ืึธื’ืŸ ืฉืžื•ืขืกืŸ, ื•ื•ื• ืืคื™ืœื• ื ืึธืš ืคื™ืœืข ื•ื•ืึธื›ืŸ ืขืก ืื™ื– ืœืขื‘ืŸ.

ื•ื•ืึธืก ืก ื•ื•ื™ื™ึทื˜ืขืจ?

ื“ื™ ืึธืจื’ืึทื ื™ื™ื–ืขืจื– ื’ืจื™ื™ื˜ืŸ ืกืœื•ืจื ื“ืขื•ื•ืึธืคึผืก ืื™ืŸ ื”ืึทืจื‘ืกื˜, ืื™ืš ื‘ื™ืŸ ืฉื•ื™ืŸ ื’ืจื™ื™ื˜. ืื™ืš ื•ื•ืขืœ ื‘ืึทืœื“ ืฉืจื™ื™ึทื‘ืŸ ื•ื•ืขื’ืŸ ื“ืขื ืื™ืŸ ืžื™ื™ืŸ techdir ืงืึทื ืึทืœ ืื™ืŸ ื“ื™ ื•ื•ืึธื’ืŸ @ctorecords.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’