ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื‘-24 ื‘ื ื•ื‘ืžื‘ืจ ื”ืกืชื™ื™ื Slurm Mega, ืงื•ืจืก ืื™ื ื˜ื ืกื™ื‘ื™ ืžืชืงื“ื ื‘ื ื•ืฉื Kubernetes. ืžื’ื” ื”ื‘ืื” ื™ืชืงื™ื™ื ื‘ืžื•ืกืงื‘ื” ื‘-18-20 ื‘ืžืื™.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื”ืจืขื™ื•ืŸ ืฉืœ Slurm Mega: ืื ื—ื ื• ืžืกืชื›ืœื™ื ืžืชื—ืช ืœืžื›ืกื” ื”ืžื ื•ืข ืฉืœ ื”ืืฉื›ื•ืœ, ืžื ืชื—ื™ื ื‘ืชื™ืื•ืจื™ื” ื•ืžืชืจื’ืœื™ื ืืช ื”ืžื•ืจื›ื‘ื•ื™ื•ืช ืฉืœ ื”ืชืงื ื” ื•ื”ื’ื“ืจืช ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื™ื™ืฆื•ืจ ("ื”ื“ืจืš ื”ืœื ื›ืœ ื›ืš ืงืœื”"), ืฉื•ืงืœื™ื ืืช ื”ืžื ื’ื ื•ื ื™ื ืœื”ื‘ื˜ื—ืช ืื‘ื˜ื—ื” ื•ืกื•ื‘ืœื ื•ืช ืชืงืœื•ืช ืฉืœ ื™ื™ืฉื•ืžื™ื.

ืžื’ื” ื‘ื•ื ื•ืก: ืžื™ ืฉืขื•ื‘ืจ ืืช Slurm Basic ื•-Slurm Mega ืžืงื‘ืœ ืืช ื›ืœ ื”ื™ื“ืข ื”ื“ืจื•ืฉ ื›ื“ื™ ืœืขื‘ื•ืจ ืืช ื”ื‘ื—ื™ื ื” CKA ืœ-CNCF ื•-50% ื”ื ื—ื” ืขืœ ื”ื‘ื—ื™ื ื”.

ืชื•ื“ื” ืžื™ื•ื—ื“ืช ืœืกืœืงื˜ืœ ืขืœ ืžืชืŸ ืขื ืŸ ืœืชืจื’ื•ืœ ืฉื‘ื–ื›ื•ืชื• ืขื‘ื“ ื›ืœ ืžืฉืชืชืฃ ื‘ืืฉื›ื•ืœ ืžืœื ืžืฉืœื•, ื•ืœื ื”ื™ื™ื ื• ืฆืจื™ื›ื™ื ืœื”ื•ืกื™ืฃ 5 ืžื™ื•ืชืจื™ื ืœืžื—ื™ืจ ื”ื›ืจื˜ื™ืก ืขืœ ื›ืš.

ืื ื™ ืœื ืื’ื™ื“ ืœื›ื ืžื™ ื”ื ื‘ื•ื ื“ืจื‘ ื•ืกืœื™ื‘ื ื•ื‘, ืœืžื™ ืฉืžืขื•ื ื™ื™ืŸ, ืงืจืื• ื›ืืŸ.

ืกืœื•ืจื ืžื’ื”. ื”ื™ื•ื ื”ืจืืฉื•ืŸ.

ื‘ื™ื•ื ื”ืจืืฉื•ืŸ ืฉืœ Slurm Mega ื”ืขืžืกื ื• ืขืœ ื”ืžืฉืชืชืคื™ื 4 ื ื•ืฉืื™ื. Pavel Selivanov ื“ื™ื‘ืจ ืขืœ ืชื”ืœื™ืš ื™ืฆื™ืจืช ืืฉื›ื•ืœ ื›ืฉืœ ืžื‘ืคื ื™ื, ืขืœ ื”ืขื‘ื•ื“ื” ืฉืœ Kubeadm, ื›ืžื• ื’ื ืขืœ ื‘ื“ื™ืงื” ื•ืคืชืจื•ืŸ ื‘ืขื™ื•ืช ื‘ืืฉื›ื•ืœ.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื”ืคืกืงืช ืงืคื” ืจืืฉื•ื ื”. ื‘ื“ืจืš ื›ืœืœ "ืคืขืžื•ืŸ ืžื•ืจื”", ืื‘ืœ ื‘ืกืœืจื•ื, ื‘ื–ืžืŸ ืฉื”ืชืœืžื™ื“ื™ื ืฉื•ืชื™ื ืงืคื”, ื”ืžื•ืจื™ื ืžืžืฉื™ื›ื™ื ืœืขื ื•ืช ืขืœ ืฉืืœื•ืช.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2
ื•ืœืžืจื•ืช ื”ืขื•ื‘ื“ื” ืฉืขื ืŸ "Break II" ืžืจื—ืฃ ืžืขืœ ืจืืฉื• ืฉืœ ืคืื‘ืœ ืกืœื™ื•ื•ื ื•ื‘, ืื™ืŸ ื–ื” ื™ื™ืขื•ื“ื• ืœืฆืืช ืœื”ืคืกืงื”.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2
ืกืจื’ื™ื™ ื‘ื•ื ื“ืจื‘ ื•ืžืจืกืœ ืื™ื‘ืจืื™ื™ื‘ ืžืžืชื™ื ื™ื ืœืชื•ืจื ืœืขืœื•ืช ืœื“ื•ื›ืŸ.

ื‘ืžื”ืœืš ื”ื”ืคืกืงื”, ื ื™ื’ืฉืชื™ ืœืกืจื’ื™ื™ ื‘ื•ื ื“ืจื‘ ื•ืฉืืœืชื™: "ืื™ื–ื• ืขืฆื” ื”ื™ื™ืช ื ื•ืชืŸ ืœื›ืœ ืžื”ื ื“ืกื™ Kubernetes ื‘ื”ืชื‘ืกืก ืขืœ ื”ื ื™ืกื™ื•ืŸ ืฉืœืš ื‘ืขื‘ื•ื“ื” ืขื ืืฉื›ื•ืœื•ืช ื”ืœืงื•ื—ื•ืช ืฉืœื ื•?"

ืกืจื’ื™ื™ ื ืชืŸ ื”ืžืœืฆื” ืคืฉื•ื˜ื”: "ื—ืกื•ื ื’ื™ืฉื” ืžื”ืื™ื ื˜ืจื ื˜ ืœืฉืจืช ื”-API. ื›ื™ ืžืขืช ืœืขืช ื™ืฉื ื ืื™ื•ืžื™ ืื‘ื˜ื—ื” ื”ืžืืคืฉืจื™ื ืœืžืฉืชืžืฉื™ื ืœื ืžื•ืจืฉื™ื ืœืงื‘ืœ ื’ื™ืฉื” ืœืืฉื›ื•ืœ.ยป

ืœืื—ืจ ื›ืžื” ื“ืงื•ืช ื•ื‘ืงื‘ื•ืง ืžื™ื ืžื™ื ืจืœื™ื™ื, ืคืื‘ืœ ืกืœื™ื•ื•ื ื•ื‘ ืžื™ื”ืจ ืœืงืจื‘ ืขื ื”ืฆืœ ืฉืœ ื”ื ื•ืฉื "ื”ืจืฉืื” ื‘ืืฉื›ื•ืœ ื‘ืืžืฆืขื•ืช ืกืคืง ื—ื™ืฆื•ื ื™", ื›ืœื•ืžืจ LDAP (Nginx + Python) ื•- OIDC (Dex + Gangway).

ื‘ืžื”ืœืš ื”ื”ืคืกืงื” ื”ื‘ืื”, ืžืจืกืœ ืื™ื‘ืจื™ื™ื‘, ื“ื•ื‘ืจ ืกืœื•ืจื, ืžื ื”ืœ ืžื•ืกืžืš Kubernetes, ื ืชืŸ ืืช ืขืฆืชื• ืœืžื”ื ื“ืกื™ Kubernetes: "ืื ื™ ืื’ื™ื“ ื“ื‘ืจ ื˜ืจื™ื•ื•ื™ืืœื™ ืœื›ืื•ืจื”, ืื‘ืœ ื‘ื”ืชื—ืฉื‘ ื‘ืชื“ื™ืจื•ืช ืฉื‘ื” ืื ื™ ื ืชืงืœ ื‘ื–ื”, ื™ืฉ ืœื™ ื—ืฉื“ ืฉืœื ื›ื•ืœื ืœื•ืงื—ื™ื ืืช ื–ื” ื‘ื—ืฉื‘ื•ืŸ. ืืชื” ืœื ืฆืจื™ืš ืœื”ืืžื™ืŸ ื‘ืฆื•ืจื” ืขื™ื•ื•ืจืช ืœืืฃ ืžื“ืจื™ืš ืžื”ืื™ื ื˜ืจื ื˜ ืฉื™ื’ื™ื“ ืœืš ื›ืžื” ืžืขื•ืœื” ืคืชืจื•ืŸ ื–ื” ืื• ืื—ืจ ืขื•ื‘ื“. ื‘ื”ืงืฉืจ ืฉืœ Kubernetes, ื–ื” ืžืงื‘ืœ ืžืฉืžืขื•ืช ืžื™ื•ื—ื“ืช. ื›ื™ Kubernetes ื”ื™ื ืžืขืจื›ืช ืžื•ืจื›ื‘ืช ื•ื”ื•ืกืคืช ืคืชืจื•ืŸ ืœื” ืฉืœื ื ื‘ื“ืง ื‘ืคืจื•ื™ืงื˜ ื”ืžืกื•ื™ื ืฉืœื›ื ื•ื”ืชืงื ืช ื”ืืฉื›ื•ืœื•ืช ืฉืœื›ื ื™ื›ื•ืœื” ืœื”ื•ื‘ื™ืœ ืœืชื•ืฆืื•ืช ืงืฉื•ืช, ืœืžืจื•ืช ืฉื›ืชื‘ื• ื‘ืื™ื ื˜ืจื ื˜ ืขืœ ื”ืงืจื™ืจื•ืช ืฉืœื”. ืืคื™ืœื• ืจืง Kubernetes ืขืฆืžื• ืœืœื ื’ื™ืฉื” ืžืื•ื–ื ืช ื™ื›ื•ืœ ืœื”ื–ื™ืง ืœืคืจื•ื™ืงื˜ ืฉืœืš, "ืžื” ืฉื˜ื•ื‘ ืœืจื•ืกื™ ื”ื•ื ืžื•ื•ืช ืœื’ืจืžื ื™". ืœื›ืŸ, ืื ื• ื‘ื•ื“ืงื™ื, ื‘ื•ื“ืงื™ื ื•ื‘ื•ื“ืงื™ื ื›ืœ ืคืชืจื•ืŸ ืœืคื ื™ ื”ื˜ืžืขืชื• ื‘ืขืฆืžื ื•. ืจืง ื›ืš ืชื•ื›ืœ ืœืงื—ืช ื‘ื—ืฉื‘ื•ืŸ ืืช ื›ืœ ื”ื ื™ื•ืื ืกื™ื ืฉืขืœื•ืœื™ื ืœื”ืชืขื•ืจืจ.".

ืœืื—ืจ ืืจื•ื—ืช ื”ืฆื”ืจื™ื™ื, ืกืจื’ื™ื™ ื‘ื•ื ื“ืจื‘ ื ื›ื ืก ืœืงืจื‘. ื”ื ื•ืฉื ืฉืœื• ื”ื•ื ืžื“ื™ื ื™ื•ืช ืจืฉืช, ื›ืœื•ืžืจ ืžื‘ื•ื ืœ-CNI ื•ืžื“ื™ื ื™ื•ืช ืื‘ื˜ื—ืช ืจืฉืช.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื”ืื™ื ื˜ืจื ื˜ ืžืœื ื‘ืžืืžืจื™ื ืขืœ ืžื“ื™ื ื™ื•ืช ืจืฉืช. ื™ืฉ ื“ืขื” ื‘ืงืจื‘ ืžื ื”ืœื™ื ืฉื ื™ืชืŸ ืœื•ื•ืชืจ ืขืœ ืžื“ื™ื ื™ื•ืช ืจืฉืช, ืื‘ืœ ืžื•ืžื—ื™ ืื‘ื˜ื—ื” ืžืื•ื“ ืื•ื”ื‘ื™ื ืืช ื”ื›ืœื™ ื”ื–ื” ื•ื“ื•ืจืฉื™ื ืฉืžื“ื™ื ื™ื•ืช ืจืฉืช ืชื”ื™ื” ืžื•ืคืขืœืช.

ืคืื‘ืœ ืกืœื™ื•ื•ื ื•ื‘ ื”ืฉืชืœื˜ ืขืœ ื”ื”ื’ื” ืฉืœ Kubernetes ืžืกืจื’ื™ื™ ื‘ื•ื ื“ืจื‘ ืขื ื”ื ื•ืฉื "ื™ื™ืฉื•ืžื™ื ืžืื•ื‘ื˜ื—ื™ื ื•ื–ืžื™ื ื™ื ืžืื•ื“ ื‘ืืฉื›ื•ืœ". ื™ืฉ ืœื• ื ื•ืฉืื™ื ืื”ื•ื‘ื™ื: PodSecurityPolicy, PodDisruptionBudget, LimitRange/ResourceQuota.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื”ื ื•ืฉื ืฉืœ ืžื’ื”, ืฉืคืื‘ืœ ื“ื™ื‘ืจ ื‘-DevOpsConf: ื›ื™ืฆื“ ืœืฉื‘ื•ืจ ื‘ืงืœื•ืช ื•ื‘ืžื”ื™ืจื•ืช ืืฉื›ื•ืœ Kubernetes ื•ืœืงื‘ืœ ืืช ื›ืœ ื”ื–ื›ื•ื™ื•ืช ืชื•ืš 5 ื“ืงื•ืช.

ืœืื—ืจ ืฉืกื™ืคืจื• ื‘ืื™ื–ื• ืงืœื•ืช ื ื™ืชืŸ ืœืคืจื•ืฅ ืืฉื›ื•ืœ Kubernetes, ืžื ื”ืœื™ื ืกืงืคื˜ื™ื™ื ืื•ืžืจื™ื: "ื›ืŸ, ืืžืจืชื™ ืœืš, Kubernetes ืฉืœืš ืžืœื ื—ื•ืจื™ื." ืคืื‘ืœ ืžืกื‘ื™ืจ ืฉืืคืฉืจ ืœื”ื’ื“ื™ืจ ืื‘ื˜ื—ื” ื‘ืืฉื›ื•ืœ, ื•ื–ื” ืœื ืงืฉื”, ืจืง ืฉื”ื’ื“ืจื•ืช ื”ืื‘ื˜ื—ื” ืžื•ืฉื‘ืชื•ืช ื›ื‘ืจื™ืจืช ืžื—ื“ืœ. ืคืจื˜ื™ื ื‘ืชืžืœื™ืœ ืœื”ื’ื™ืฉ ืชืœื•ื ื”.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2
- ืžื™ ืฉื‘ืจ ืืช ื”ืืฉื›ื•ืœ? ื”ื•ื ืฉื‘ืจ ืืช ื”ืืฉื›ื•ืœ! ืื ื™ ื™ื›ื•ืœ ืœืจืื•ืช ื‘ืฆื•ืจื” ืžื•ืฉืœืžืช ืžื›ืืŸ!

ื‘-Slurms ื”ื›ืœ ืืฃ ืคืขื ืœื ืคืฉื•ื˜ ื•ืงืœ, ื›ื“ื™ ืœื ืœื”ืฉืชืขืžื. ืื‘ืœ ื”ืคืขื ื”ื—ืœื™ื˜ื” ื˜ืœื’ืจื ืœื”ืจืื•ืช ืœื›ื•ืœื ืืช ื”ื ืงื•ื“ื” ื”ื—ืžื™ืฉื™ืช:

ะœะฐั€ัะตะปัŒ ะ˜ะฑั€ะฐะตะฒ, [22 ะฝะพัะฑ. 2019 ะณ., 16:52:52]:
ะšะพะปะปะตะณะธ, ะฒ ะดะฐะฝะฝั‹ะน ะผะพะผะตะฝั‚ ะฝะฐะฑะปัŽะดะฐัŽั‚ัั ัะฑะพะธ ะฒ ั€ะฐะฑะพั‚ะต ะขะตะปะตะณั€ะฐะผ, ะธะผะตะนั‚ะต ัั‚ะพ ะฒะฒะธะดัƒ

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื‘ื›ืš ื”ืกืชื™ื™ื ื”ื™ื•ื ื”ืจืืฉื•ืŸ, ื‘ื”ื™ืจ ื•ืžืœื ื™ื“ืข ืžืขืฉื™. ื‘ื™ื•ื ื”ืฉื ื™ ื™ื”ื™ื” ืขื•ื“ ื™ื•ืชืจ ืชืจื’ื•ืœ, ื”ืฉืงืช ืืฉื›ื•ืœ ืžืกื“ ื ืชื•ื ื™ื ื‘ืืžืฆืขื•ืช PostgreSQL ื›ื“ื•ื’ืžื”, ื”ืฉืงืช ืืฉื›ื•ืœ RabbitMQ, ื ื™ื”ื•ืœ ืกื•ื“ื•ืช ื‘- Kubernetes.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ืกืœื•ืจื ืžื’ื”. ื™ื•ื ืฉื ื™.

ื”ืžื ื—ื” ืคืชื— ืืช ื”ื™ื•ื ื”ืฉื ื™ ื‘ื”ื•ื“ืขื” ืขืœื™ื–ื”: "ื‘ื‘ื•ืงืจ, ื›ืคื™ ืฉื ื™ืกื— ื–ืืช ืคืื‘ืœ ืืชืžื•ืœ, ืžื—ื›ื” ืœื ื• ื”ืืจื“ืงื•ืจ ืืžื™ืชื™. ื‘ืฉืคืช ื”ืžื ืชื—ื™ื, ื ื™ื›ื ืก ืœืงืจื‘ื™ื™ื ืฉืœ ืงื•ื‘ืจื ื˜ืก!"

ื”ื‘ื“ืจืŸ ื”ื”ืžื•ื ื™ ื”ื•ื ืกื™ืคื•ืจ ืื—ืจ. ืื—ืช ื”ื‘ืขื™ื•ืช ืขื Slurm ื”ื™ื ืฉืื ืฉื™ื ืžืชื ืชืงื™ื ืžืขื•ืžืก ืžื™ื“ืข ื•ื ืจื“ืžื™ื. ืชืžื™ื“ ื—ื™ืคืฉื ื• ื“ืจืš ืœืขืฉื•ืช ืžืฉื”ื• ื‘ื ื™ื“ื•ืŸ, ื•ืžืฉื—ืงื™ื ืงื˜ื ื™ื ืขื ืงื”ืœ ืขื‘ื“ื• ื”ื™ื˜ื‘ ื‘ืกืœืจื ื”ืื—ืจื•ืŸ. ื”ืคืขื ืฉื›ืจื ื• ืื“ื ืฉืขื‘ืจ ื”ื›ืฉืจื” ืžื™ื•ื—ื“ืช. ื”ื™ื• ื”ืจื‘ื” ื‘ื“ื™ื—ื•ืช ื‘ืฆ'ืื˜ ืขืœ "ืชื—ืจื•ื™ื•ืช ืžืขื ื™ื™ื ื•ืช", ืื‘ืœ ื”ืขื•ื‘ื“ื” ื”ื™ื ืฉืžืขื•ืœื ืœื ืจืื™ื ื• ืžืฉืชืชืคื™ื ื›ืœ ื›ืš ืขืœื™ื–ื™ื.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื”ื ื ื—ืœืฆื• ืœืขื–ืจืชื• ืฉืœ ืžืจืกืœ ืื™ื‘ืจืื™ื™ื‘ - ื•ื”ื•ื ื”ื—ืœ ืœืœืžื•ื“ ื™ื™ืฉื•ืžื™ Stateful ื‘ืืฉื›ื•ืœ. ื›ืœื•ืžืจ, ื”ืฉืงืช ืืฉื›ื•ืœ ืžืกื“ ื ืชื•ื ื™ื ื‘ืืžืฆืขื•ืช PostgreSQL ื›ื“ื•ื’ืžื” ื•ื”ืฉืงืช ืืฉื›ื•ืœ RabbitMQ.

ืœืื—ืจ ืืจื•ื—ืช ื”ืฆื”ืจื™ื™ื, ืกืจื’ื™ื™ ื‘ื•ื ื“ืจื‘ ื”ืชื—ื™ืœ ืœืขื‘ื•ื“ ืขืœ K8S. ื•ื”ื ื•ืฉื ื”ื™ื” "ืฉืžื™ืจื” ืขืœ ืกื•ื“ื•ืช". ืžืืœื“ืจ ื•ืกืงืืœื™ ื›ื™ืกื• ืื•ืชื•. ืœืžื“ ื ื™ื”ื•ืœ ืกื•ื“ื™ ื‘ืงื•ื‘ืจื ื˜ืก ื•ื‘ื›ืกืคืช. ื•ื’ื "ื”ืืžืช ื ืžืฆืืช ื‘ื—ื•ืฅ".

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ืžื” ืฉื ืžืฉืš ืขื“ ืžืื•ื—ืจ ื‘ืขืจื‘, ื›ืฉืคืื‘ืœ ืกืœื™ื•ื•ื ื•ื‘ ื”ืชื—ื™ืœ ืœื“ื‘ืจ ืขืœ ื”- Horizontal Pod Autoscaler

ืกืœื•ืจื ืžื’ื”. ื”ื™ื•ื ื”ืฉืœื™ืฉื™.

ื‘ื—ื“ื•ืช ื•ื‘ืขืœื™ื–ื•ืช, ื›ื‘ืจ ืžื”ื‘ื•ืงืจ, ืกืจื’ื™ื™ ื‘ื•ื ื“ืจื‘ ื”ืกืขื™ืจ ืืช ื”ืงื”ืœ ื‘ื’ื™ื‘ื•ื™ ื•ื”ืชืื•ืฉืฉื•ืช ืžื›ื™ืฉืœื•ื ื•ืช. ื‘ื“ืงืชื™ ืืช ื”ื’ื™ื‘ื•ื™ ื•ื”ืฉื—ื–ื•ืจ ืฉืœ ื”ืืฉื›ื•ืœ ื‘ืืžืฆืขื•ืช Heptio Velero ื•- etcd ื‘ืื•ืคืŸ ืื™ืฉื™.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ืกืจื’ื™ื™ ื”ืžืฉื™ืš ืืช ื ื•ืฉื ื”ืจื•ื˜ืฆื™ื” ื”ืฉื ืชื™ืช ืฉืœ ืชืขื•ื“ื•ืช ื‘ืืฉื›ื•ืœ: ื—ื™ื“ื•ืฉ ืชืขื•ื“ื•ืช ืžื˜ื•ืก ื‘ืงืจื” ื‘ืืžืฆืขื•ืช kubeadm. ืจื’ืข ืœืคื ื™ ืืจื•ื—ืช ื”ืฆื”ืจื™ื™ื, ื›ื“ื™ ืœืขื•ืจืจ ืืช ื”ืชื™ืื‘ื•ืŸ ืฉืœ ื”ืžืฉืชืชืคื™ื ืื• ืœื”ืจื•ื’ ืื•ืชื• ืœื—ืœื•ื˜ื™ืŸ, ื”ืขืœื” ืคืื‘ืœ ืกืœื™ื•ื•ื ื•ื‘ ืืช ื ื•ืฉื ืคืจื™ืกืช ื”ืืคืœื™ืงืฆื™ื”.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื ืฉืงืœื• ื›ืœื™ื ืœืขื™ืฆื•ื‘ ื•ืคืจื™ืกื”, ื›ืžื• ื’ื ืืกื˜ืจื˜ื’ื™ื•ืช ืคืจื™ืกื”.

Pavel Selivanov ื“ื™ื‘ืจ ืขืœ ื ื•ืฉื ื—ื“ืฉ: Service Mesh, ื”ืชืงื ืช Istio. ื”ื ื•ืฉื ื”ืชื‘ืจืจ ื›ืœ ื›ืš ืขืฉื™ืจ ืฉืืคืฉืจ ืœืขืฉื•ืช ืขืœื™ื• ืงื•ืจืก ืื™ื ื˜ื ืกื™ื‘ื™ ื ืคืจื“. ืื ื—ื ื• ื“ื ื™ื ื‘ืชื•ื›ื ื™ื•ืช, ื”ื™ืฉืืจื• ืžืขื•ื“ื›ื ื™ื ืœื”ื•ื“ืขื•ืช.

ื”ืขื™ืงืจ ืฉื”ื›ืœ ืขื•ื‘ื“ ื›ืžื• ืฉืฆืจื™ืš. ื›ื™ ื”ื’ื™ืข ื”ื–ืžืŸ ืœื”ืชืืžืŸ:
ื‘ื ื™ื™ืช CI/CD ืœื”ืฉื™ืง ื‘ื•-ื–ืžื ื™ืช ืคืจื™ืกืช ื™ื™ืฉื•ืžื™ื ื•ืขื“ื›ื•ืŸ ืืฉื›ื•ืœ. ื‘ืคืจื•ื™ืงื˜ื™ื ื—ื™ื ื•ื›ื™ื™ื ื”ื›ืœ ืขื•ื‘ื“ ื˜ื•ื‘. ื•ื”ื—ื™ื™ื ืœืคืขืžื™ื ืžืœืื™ื ื‘ื”ืคืชืขื•ืช.

ืกืœื•ืจื ืžื’ื”. ื”ืชืงื ื” ืฉืœ ืืฉื›ื•ืœ ืžื•ื›ืŸ ืœื”ืคืงื”, 3 ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืžืจืžืงื•ืœื™ื ื•-Slurm ื™ื—ื“ ืขื ืœื•ืง ืกืงื™ื™ื•ื•ืงืจ ื•-R2D2

ื™ื”ื™ ืจืฆื•ืŸ ืฉื”-Slurm ื™ื”ื™ื” ืื™ืชืš!

ืžืงื•ืจ: www.habr.com

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