Google Cloud ื”ื™ืงืจ, ืœื ืชืื™ืžื•ืช ืœืื—ื•ืจ ื”ื•ืจื’ืช ืื•ืชืš

ืœืขื–ืื–ืœ ื’ื•ื’ืœ, ืœื ืจืฆื™ืชื™ ืœื›ืชื•ื‘ ืฉื•ื‘ ื‘ื‘ืœื•ื’. ื™ืฉ ืœื™ ื›ืœ ื›ืš ื”ืจื‘ื” ืžื” ืœืขืฉื•ืช. ื‘ืœื•ื’ื™ื ื“ื•ืจืฉื™ื ื–ืžืŸ, ืื ืจื’ื™ื” ื•ื™ืฆื™ืจืชื™ื•ืช, ืฉืื•ื›ืœ ืœื”ืฉืชืžืฉ ื‘ื”ื ื”ื™ื˜ื‘: ื”ืกืคืจื™ื ืฉืœื™, ะผัƒะทั‹ะบะฐ, ื”ืžืฉื—ืง ืฉืœื™ ื•ื›ืŸ ื”ืœืื”. ืื‘ืœ ืขืฆื‘ื ืช ืื•ืชื™ ืžืกืคื™ืง ื›ื“ื™ ืฉืื ื™ ืืฆื˜ืจืš ืœื›ืชื•ื‘ ืืช ื–ื”.

ืื– ื‘ื•ืื• ื ืกื™ื™ื ืขื ื–ื”.

ื”ืจืฉื• ืœื™ ืœื”ืชื—ื™ืœ ื‘ืกื™ืคื•ืจ ืงืฆืจ ืืš ืžืœืžื“ ืžื”ืจื’ืข ื‘ื• ื”ืชื—ืœืชื™ ืœืขื‘ื•ื“ ื‘ื’ื•ื’ืœ. ืื ื™ ื™ื•ื“ืข ืฉืืžืจืชื™ ื”ืจื‘ื” ื“ื‘ืจื™ื ืจืขื™ื ืขืœ ื’ื•ื’ืœ ืœืื—ืจื•ื ื”, ืื‘ืœ ื–ื” ืžืจื’ื™ื– ืื•ืชื™ ื›ืฉื”ื—ื‘ืจื” ืฉืœื™ ืžืงื‘ืœืช ื‘ืื•ืคืŸ ืงื‘ื•ืข ื”ื—ืœื˜ื•ืช ืขืกืงื™ื•ืช ืœื ืžื•ื›ืฉืจื•ืช. ื™ื—ื“ ืขื ื–ืืช, ืขืœื™ื ื• ืœืชืช ืœื–ื” ืืช ื”ืžื’ื™ืข: ื”ืชืฉืชื™ืช ื”ืคื ื™ืžื™ืช ืฉืœ ื’ื•ื’ืœ ื”ื™ื ื‘ืืžืช ื™ื•ืฆืืช ื“ื•ืคืŸ, ืืคืฉืจ ืœื•ืžืจ ื‘ื‘ื˜ื—ื” ืฉืื™ืŸ ื”ื™ื•ื ื“ื‘ืจ ื˜ื•ื‘ ื™ื•ืชืจ. ื”ืžื™ื™ืกื“ื™ื ืฉืœ ื’ื•ื’ืœ ื”ื™ื• ืžื”ื ื“ืกื™ื ื”ืจื‘ื” ื™ื•ืชืจ ื˜ื•ื‘ื™ื ืžืžื” ืฉืื ื™ ืื™ ืคืขื ืื”ื™ื”, ื•ื”ืกื™ืคื•ืจ ื”ื–ื” ืจืง ืžืืฉืจ ืืช ื”ืขื•ื‘ื“ื” ื”ื–ื•.

ืจืืฉื™ืช, ืงืฆืช ืจืงืข: ืœื’ื•ื’ืœ ื™ืฉ ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ืื—ืกื•ืŸ ื ืชื•ื ื™ื ื‘ืฉื ืฉื•ืœื—ืŸ ื’ื“ื•ืœ. ื–ื” ื”ื™ื” ื”ื™ืฉื’ ื˜ื›ื ื™ ื™ื•ืฆื ื“ื•ืคืŸ, ืื—ื“ ืžื—ื ื•ืช ื”ืžืคืชื—-ืขืจืš (K/V) ื”ืจืืฉื•ื ื™ื (ืื ืœื ื”ืจืืฉื•ื ื™ื) "ื”ื ื™ืชื ื™ื ืœื”ืจื—ื‘ื”": ื‘ืขืฆื ื”ื”ืชื—ืœื” ืฉืœ NoSQL. ื‘ื™ืžื™ื ืืœื” Bigtable ืขื“ื™ื™ืŸ ืžืฆืœื™ื—ื” ื‘ืฉื˜ื— ื”ืื—ืกื•ืŸ ื”ืฆืคื•ืฃ ืœืžื“ื™ ืฉืœ K/V, ืื‘ืœ ื‘ื–ืžื ื• (2005) ื–ื” ื”ื™ื” ืžื’ื ื™ื‘ ืœื”ืคืœื™ื.

ื“ื‘ืจ ืื—ื“ ืžืฆื—ื™ืง ื‘-Bigtable ื”ื•ื ืฉื”ื™ื• ืœื”ื ืื•ื‘ื™ื™ืงื˜ื™ ืžื˜ื•ืก ื‘ืงืจื” ืคื ื™ืžื™ื™ื (ื›ื—ืœืง ืžื”ื™ื™ืฉื•ื) ืฉื ืงืจืื™ื ืฉืจืชื™ ื˜ืื‘ืœื˜ื™ื, ืขื ืื™ื ื“ืงืกื™ื ื’ื“ื•ืœื™ื, ื•ื‘ืฉืœื‘ ืžืกื•ื™ื ื”ื ื”ืคื›ื• ืœืฆื•ื•ืืจ ื‘ืงื‘ื•ืง ื‘ืขืช ืงื ื” ื”ืžื™ื“ื” ืฉืœ ื”ืžืขืจื›ืช. ืžื”ื ื“ืกื™ Bigtable ืชืžื”ื• ื›ื™ืฆื“ ืœื™ื™ืฉื ืžื“ืจื’ื™ื•ืช, ื•ืœืคืชืข ื”ื‘ื™ื ื• ืฉื”ื ื™ื›ื•ืœื™ื ืœื”ื—ืœื™ืฃ ืฉืจืชื™ ื˜ืื‘ืœื˜ ื‘ืื—ืกื•ืŸ ืื—ืจ ืฉืœ Bigtable. ืื– Bigtable ื”ื•ื ื—ืœืง ืžื”ื™ื™ืฉื•ื ืฉืœ Bigtable. ืžืชืงื ื™ ื”ืื—ืกื•ืŸ ื”ืœืœื• ื ืžืฆืื™ื ื‘ื›ืœ ื”ืจืžื•ืช.

ืคืจื˜ ืžืขื ื™ื™ืŸ ื ื•ืกืฃ ื”ื•ื ืฉื‘ืžืฉืš ื–ืžืŸ ืžื” Bigtable ื”ืคืš ืคื•ืคื•ืœืจื™ ื•ื ืžืฆื ื‘ื›ืœ ืžืงื•ื ื‘ื’ื•ื’ืœ, ื›ืืฉืจ ืœื›ืœ ืฆื•ื•ืช ื™ืฉ ืžืื’ืจ ืžืฉืœื•. ืื– ื‘ืื—ืช ืžืคื’ื™ืฉื•ืช ืฉื™ืฉื™, ืœืืจื™ ืคื™ื™ื’' ืฉืืœ ื›ื‘ื“ืจืš ืื’ื‘: "ืœืžื” ื™ืฉ ืœื ื• ื™ื•ืชืจ ืžื‘ื™ื’ื˜ื‘ืœ ืื—ื“? ืœืžื” ืœื ืจืง ืื—ื“?" ื‘ืชื™ืื•ืจื™ื”, ืื—ืกื•ืŸ ืื—ื“ ืืžื•ืจ ืœื”ืกืคื™ืง ืœื›ืœ ืฆื•ืจื›ื™ ื”ืื—ืกื•ืŸ ืฉืœ ื’ื•ื’ืœ. ื›ืžื•ื‘ืŸ, ื”ื ืžืขื•ืœื ืœื ื”ืœื›ื• ืจืง ืœืื—ื“ ืžืกื™ื‘ื•ืช ืคื™ืชื•ื— ืžืขืฉื™ื•ืช (ื›ืžื• ื”ื”ืฉืœื›ื•ืช ืฉืœ ื›ื™ืฉืœื•ืŸ ืคื•ื˜ื ืฆื™ืืœื™), ืื‘ืœ ื”ืชื™ืื•ืจื™ื” ื”ื™ื™ืชื” ืžืขื ื™ื™ื ืช. ืžืื’ืจ ืื—ื“ ืœื›ืœ ื”ื™ืงื•ื (ืื’ื‘, ืžื™ืฉื”ื• ื™ื•ื“ืข ืื ืืžื–ื•ืŸ ืขืฉืชื” ืืช ื–ื” ืขื ื”-Sable ืฉืœื”ื?)

ื‘ื›ืœ ืžืงืจื”, ื”ื ื” ื”ืกื™ืคื•ืจ ืฉืœื™.

ื‘ืื•ืชื• ื–ืžืŸ, ืขื‘ื“ืชื™ ื‘ื’ื•ื’ืœ ืงืฆืช ื™ื•ืชืจ ืžืฉื ืชื™ื™ื, ื•ื™ื•ื ืื—ื“ ืงื™ื‘ืœืชื™ ืื™ืžื™ื™ืœ ืžืฆื•ื•ืช ื”ื”ื ื“ืกื” ืฉืœ Bigtable ืฉื ื›ืชื‘ ื‘ืขืจืš ื›ืš:

ืกื˜ื™ื‘ ื”ื™ืงืจ,

ืฉืœื•ื ืžืฆื•ื•ืช Bigtable. ื‘ืจืฆื•ื ื ื• ืœื”ื•ื“ื™ืข โ€‹โ€‹ืœืš ืฉื‘[ืฉื ืžืจื›ื– ื”ื ืชื•ื ื™ื] ืืชื” ืžืฉืชืžืฉ ื‘ื‘ื™ื ืืจื™ ืžืื•ื“ ืžืื•ื“ ื™ืฉืŸ ืฉืœ Bigtable. ื’ืจืกื” ื–ื• ืื™ื ื” ื ืชืžื›ืช ืขื•ื“ ื•ืื ื• ืจื•ืฆื™ื ืœืขื–ื•ืจ ืœืš ืœืฉื“ืจื’ ืœื’ืจืกื” ื”ืขื“ื›ื ื™ืช ื‘ื™ื•ืชืจ.

ืื ื ื”ื•ื“ืข ืœื™ ืื ืชื•ื›ืœ ืœืงื‘ื•ืข ื–ืžืŸ ืœืขื‘ื•ื“ื” ืžืฉื•ืชืคืช ื‘ื ื•ืฉื ื–ื”.

ื›ืœ ื˜ื•ื‘,
ืฆื•ื•ืช Bigtable

ื‘ื’ื•ื’ืœ ืืชื” ืžืงื‘ืœ ื”ืจื‘ื” ื“ื•ืืจ, ืื– ื‘ืžื‘ื˜ ืจืืฉื•ืŸ ืงืจืืชื™ ืžืฉื”ื• ื›ื–ื”:

ื ืžืขืŸ ื™ืงืจ,

ืฉืœื•ื ืžื›ืžื” ืฆื•ื•ืช. ืื ื—ื ื• ืจื•ืฆื™ื ืœืชืงืฉืจ ืืช ื–ื” ื‘ืœื” ื‘ืœื” ื‘ืœื” ื‘ืœื” ื‘ืœื”. ื‘ืœื” ื‘ืœื” ื‘ืœื” ื‘ืœื” ื‘ืœื” ื‘ืœื”, ื•ืžื™ื“ ื‘ืœื” ื‘ืœื” ื‘ืœื”.

ืื ื ื”ื•ื“ืข ืœื ื• ืื ืืชื” ื™ื›ื•ืœ ืœืชื–ืžืŸ ื—ืœืง ืžื”ื–ืžืŸ ื”ื™ืงืจ ืฉืœืš ืœื‘ืœื” ื‘ืœื” ื‘ืœื”.

ื›ืœ ื˜ื•ื‘,
ืกื•ื’ ืฉืœ ืคืงื•ื“ื”

ื›ืžืขื˜ ืžื—ืงืชื™ ืืช ื–ื” ืžื™ื“, ืื‘ืœ ื‘ืงืฆื” ื”ื”ื›ืจื” ืฉืœื™ ื”ืจื’ืฉืชื™ ืชื—ื•ืฉื” ื›ื•ืื‘ืช ื•ืžืฆื™ืงื” ืฉื–ื” ืœื ืžืžืฉ ื ืจืื” ื›ืžื• ืžื›ืชื‘ ืจืฉืžื™ ื›ืžื•ื‘ืŸ, ืฉื”ื ืžืขืŸ ื˜ืขื” ื›ื™ ืœื ื”ืฉืชืžืฉืชื™ ื‘-Bigtable.

ืื‘ืœ ื–ื” ื”ื™ื” ืžื•ื–ืจ.

ืืช ืฉืืจื™ืช ื”ื™ื•ื ื‘ื™ืœื™ืชื™ ื‘ื—ืฉื™ื‘ื” ืœืกื™ืจื•ื’ื™ืŸ ืขืœ ืขื‘ื•ื“ื” ื•ืื™ื–ื” ืกื•ื’ ืฉืœ ื‘ืฉืจ ื›ืจื™ืฉ ืœื ืกื•ืช ื‘ืžื˜ื‘ื— ื”ืžื™ืงืจื•, ืฉืœืคื—ื•ืช ืฉืœื•ืฉื” ืžื”ื ื”ื™ื• ืงืจื•ื‘ื™ื ืžืกืคื™ืง ื›ื“ื™ ืœื”ื›ื•ืช ืžื”ืžื•ืฉื‘ ืฉืœื™ ื‘ื–ืจื™ืงื” ืžื›ื•ื•ื ืช ื”ื™ื˜ื‘ ืฉืœ ื‘ื™ืกืงื•ื•ื™ื˜, ืื‘ืœ ื”ืžื—ืฉื‘ื” ืขืœ ื›ืชื™ื‘ื” ืžืขื•ืœื ืœื ื”ื•ืชื™ืจื” ืื•ืชื™ ืขื ืชื—ื•ืฉืช ื—ืจื“ื” ืงืœื” ื”ื’ื•ื‘ืจืช.

ื”ื ืืžืจื• ืืช ืฉืžื™ ื‘ื‘ื™ืจื•ืจ. ื•ื”ืžื™ื™ืœ ื ืฉืœื— ืœื›ืชื•ื‘ืช ื”ืžื™ื™ืœ ืฉืœื™, ืœื ืฉืœ ืžื™ืฉื”ื• ืื—ืจ, ื•ื–ื” ืœื CC: ืื• Bcc:. ื”ื˜ื•ืŸ ืžืื•ื“ ืื™ืฉื™ ื•ื‘ืจื•ืจ. ืื•ืœื™ ื–ื• ื˜ืขื•ืช ื›ืœืฉื”ื™?

ืœื‘ืกื•ืฃ, ื”ืกืงืจื ื•ืช ื’ื‘ืจื” ืขืœื™ื™ ื•ื”ืœื›ืชื™ ืœื”ืกืชื›ืœ ืขืœ ืงื•ื ืกื•ืœืช Borg ื‘ืžืจื›ื– ื”ื ืชื•ื ื™ื ืฉื”ื ื”ื–ื›ื™ืจื•.

ื•ื›ืžื•ื‘ืŸ, ื”ื™ื” ืœื™ ืื—ืกื•ืŸ BigTable ื‘ื ื™ื”ื•ืœ. ืกืœื™ื—ื” ืžื”? ื”ืกืชื›ืœืชื™ ืขืœ ื”ืชื•ื›ืŸ ืฉืœื•, ื•ืื•ื•! ื–ื” ื”ื™ื” ืžื—ืžืžืช Codelab ืฉื‘ื” ื™ืฉื‘ืชื™ ื‘ืžื”ืœืš ื”ืฉื‘ื•ืข ื”ืจืืฉื•ืŸ ืฉืœื™ ื‘ื’ื•ื’ืœ ื‘ื™ื•ื ื™ 2005. Codelab ืื™ืœืฅ ืื•ืชืš ืœื”ืคืขื™ืœ ืืช Bigtable ื›ื“ื™ ืœื›ืชื•ื‘ ืฉื ื›ืžื” ืขืจื›ื™ื, ื•ื›ื ืจืื” ืฉืžืขื•ืœื ืœื ืกื’ืจืชื™ ืืช ื”ืื—ืกื•ืŸ ืœืื—ืจ ืžื›ืŸ. ื–ื” ืขื“ื™ื™ืŸ ืขื‘ื“ ืœืžืจื•ืช ืฉื—ืœืคื• ื™ื•ืชืจ ืžืฉื ืชื™ื™ื.

ื™ืฉ ื›ืžื” ื”ื™ื‘ื˜ื™ื ืจืื•ื™ื™ื ืœืฆื™ื•ืŸ ืœืกื™ืคื•ืจ ื”ื–ื”. ืจืืฉื™ืช, ื”ืขื‘ื•ื“ื” ืฉืœ Bigtable ื”ื™ื™ืชื” ื›ืœ ื›ืš ื—ืกืจืช ื—ืฉื™ื‘ื•ืช ื‘ืงื ื” ื”ืžื™ื“ื” ืฉืœ ื’ื•ื’ืœ, ืฉืจืง ืฉื ืชื™ื™ื ืœืื—ืจ ืžื›ืŸ ืžื™ืฉื”ื• ืฉื ืœื‘ ืœืื—ืกื•ืŸ ื”ื ื•ืกืฃ, ื•ืจืง ื‘ื’ืœืœ ืฉื”ื’ืจืกื” ืฉืœ ื”ื‘ื™ื ืืจื™ ื”ื™ื™ืชื” ืžื™ื•ืฉื ืช. ืœืฉื ื”ืฉื•ื•ืื”, ืฉืงืœืชื™ ืคืขื ืœื”ืฉืชืžืฉ Bigtable ื‘-Google Cloud ืœืžืฉื—ืง ื”ืžืงื•ื•ืŸ ืฉืœื™. ื‘ื–ืžื ื•, ืฉื™ืจื•ืช ื–ื” ืขืœื” ื›-$16 ืœืฉื ื”. ืจื™ืง Bigtable ื‘-GCP. ืื ื™ ืœื ืื•ืžืจ ืฉื”ื ืžืจื™ืžื™ื ืื•ืชืš, ืื‘ืœ ืœื“ืขืชื™ ื”ืื™ืฉื™ืช, ื–ื” ื”ืจื‘ื” ื›ืกืฃ ืขื‘ื•ืจ ืžืื’ืจ ืžื™ื“ืข ืจื™ืง.

ื”ื™ื‘ื˜ ื ื•ืกืฃ ืจืื•ื™ ืœืฆื™ื•ืŸ ื”ื•ื ื”ืื—ืกื•ืŸ ืขื“ื™ื™ืŸ ืขื•ื‘ื“ ืื—ืจื™ ืฉื ืชื™ื™ื. WTF? ืžืจื›ื–ื™ ื ืชื•ื ื™ื ื‘ืื™ื ื•ื”ื•ืœื›ื™ื; ื”ื ื—ื•ื•ื™ื ื”ืคืกืงื•ืช, ื”ื ืขื•ื‘ืจื™ื ืชื—ื–ื•ืงื” ืžืชื•ื›ื ื ืช, ื”ื ืžืฉืชื ื™ื ื›ืœ ื”ื–ืžืŸ. ื”ื—ื•ืžืจื” ืžืชืขื“ื›ื ืช, ืžืชื’ื™ื ืžื•ื—ืœืคื™ื, ื”ื›ืœ ืžืฉืชืคืจ ื›ืœ ื”ื–ืžืŸ. ืื™ืš ืœืขื–ืื–ืœ ื”ื ื”ืฆืœื™ื—ื• ืœืฉืžื•ืจ ืขืœ ื”ืชื•ื›ื ื™ืช ืฉืœื™ ื‘ืžืฉืš ืฉื ืชื™ื™ื ืขื ื›ืœ ื”ืฉื™ื ื•ื™ื™ื ื”ืืœื”? ื–ื” ืื•ืœื™ ื ืจืื” ื›ืžื• ื”ื™ืฉื’ ืฆื ื•ืข ื‘-2020, ืื‘ืœ ื‘ืฉื ื™ื 2005-2007 ื–ื” ื”ื™ื” ื“ื™ ืžืจืฉื™ื.

ื•ื”ื”ื™ื‘ื˜ ื”ื ืคืœื ื‘ื™ื•ืชืจ ื”ื•ื ืฉืฆื•ื•ืช ื”ื ื“ืกื” ื—ื™ืฆื•ื ื™ ื‘ืื™ื–ื• ืžื“ื™ื ื” ืื—ืจืช ืคื•ื ื” ืืœื™ื™, ื”ื‘ืขืœื™ื ืฉืœ ืื™ื–ื• ืžื•ืคืข ื–ืขื™ืจ, ื›ืžืขื˜ ืจื™ืง ืฉืœ Bigtable, ืฉื™ืฉ ืœื• ืืคืก ืชื ื•ืขื” ื‘ืฉื ืชื™ื™ื ื”ืื—ืจื•ื ื•ืช - ื•ืžืฆื™ืขื™ื ืขื–ืจื” ืœืขื“ื›ืŸ ืื•ืชื•.

ื”ื•ื“ื™ืชื™ ืœื”ื, ืžื—ืงืชื™ ืืช ื”ืื—ืกื•ืŸ, ื•ื”ื—ื™ื™ื ื”ืžืฉื™ื›ื• ื›ืจื’ื™ืœ. ืื‘ืœ ืฉืœื•ืฉ ืขืฉืจื” ืฉื ื™ื ืžืื•ื—ืจ ื™ื•ืชืจ, ืื ื™ ืขื“ื™ื™ืŸ ื—ื•ืฉื‘ ืขืœ ื”ืžื›ืชื‘ ื”ื–ื”. ื›ื™ ืœืคืขืžื™ื ืื ื™ ืžืงื‘ืœ ืžื™ื™ืœื™ื ื“ื•ืžื™ื ืž-Google Cloud. ื”ื ื ืจืื™ื ื›ืš:

ืžืฉืชืžืฉ Google Cloud ื™ืงืจ,

ื›ื–ื›ื•ืจ, ืื ื• ื ืคืกื™ืง ืืช ืฉื™ืจื•ืช [ื”ืฉื™ืจื•ืช ื”ื—ื™ื•ื ื™ ืฉื‘ื• ืืชื” ืžืฉืชืžืฉ] ื”ื—ืœ ืžืื•ื’ื•ืกื˜ 2020, ื•ืœืื—ืจ ืžื›ืŸ ืœื ืชื•ื›ืœ ืœืฉื“ืจื’ ืืช ื”ืžื•ืคืขื™ื ืฉืœืš. ืื ื• ืžืžืœื™ืฆื™ื ืœืฉื“ืจื’ ืœื’ืจืกื” ื”ืขื“ื›ื ื™ืช ื‘ื™ื•ืชืจ, ืฉื ืžืฆืืช ื‘ื‘ื“ื™ืงื•ืช ื‘ื˜ื, ืœืœื ืชื™ืขื•ื“, ืœืœื ื ืชื™ื‘ ื”ืขื‘ืจื” ื•ื”ื™ื ืžื™ื•ืฉื ืช ืงื•ื“ื ืœื›ืŸ ื‘ืขื–ืจืชื ื• ื”ืื“ื™ื‘ื”.

ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ื‘ื˜ื™ื— ืฉืœืฉื™ื ื•ื™ ื–ื” ืชื”ื™ื” ื”ืฉืคืขื” ืžื™ื ื™ืžืœื™ืช ืขืœ ื›ืœ ื”ืžืฉืชืžืฉื™ื ื‘ืคืœื˜ืคื•ืจืžืช Google Cloud.

ื—ื‘ืจื™ื ื˜ื•ื‘ื™ื ืœื ืฆื—,
Google Cloud Platform

ืื‘ืœ ื›ืžืขื˜ ืืฃ ืคืขื ืœื ืงืจืืชื™ ืžื›ืชื‘ื™ื ื›ืืœื”, ื›ื™ ืžื” ืฉื”ื ื‘ืขืฆื ืื•ืžืจื™ื ื–ื”:

ื ืžืขืŸ ื™ืงืจ,

ืœืš ืœืขื–ืื–ืœ. ืชื–ื“ื™ื™ืŸ ืื•ืชืš, ืชื–ื“ื™ื™ืŸ ืื•ืชืš, ืชื–ื“ื™ื™ืŸ. ืขื–ื•ื‘ ืืช ื›ืœ ืžื” ืฉืืชื” ืขื•ืฉื” ื›ื™ ื–ื” ืœื ืžืฉื ื”. ืžื” ืฉื—ืฉื•ื‘ ื–ื” ื”ื–ืžืŸ ืฉืœื ื•. ืื ื—ื ื• ืžื‘ื–ื‘ื–ื™ื ื–ืžืŸ ื•ื›ืกืฃ ื‘ืฉืžื™ืจื” ืขืœ ื”ืฉื˜ื•ื™ื•ืช ืฉืœื ื• ื•ื ืžืืก ืœื ื• ืžื–ื” ืื– ืœื ื ืชืžื•ืš ื‘ื–ื” ื™ื•ืชืจ. ืื– ืขื–ื•ื‘ ืืช ื”ืชื•ื›ื ื™ื•ืช ื”ืžื–ื•ื™ื ื•ืช ืฉืœืš ื•ืชืชื—ื™ืœ ืœื—ืคื•ืจ ื‘ืชื™ืขื•ื“ ื”ืžื—ื•ืจื‘ืŸ ืฉืœื ื•, ืœื”ืชื—ื ืŸ ืœืฉืืจื™ื•ืช ื‘ืคื•ืจื•ืžื™ื, ื•ื“ืจืš ืื’ื‘, ื”ื—ืจื ื”ื—ื“ืฉ ืฉืœื ื• ืฉื•ื ื” ืœื’ืžืจื™ ืžื”ื—ืจื ื”ื™ืฉืŸ, ื›ื™ ืคื™ืฉืœื ื• ืืช ื”ืขื™ืฆื•ื‘ ื”ื–ื” ื“ื™ ื’ืจื•ืข, ืื”, ืื‘ืœ ื–ื” ืฉืœืš ื‘ืขื™ื”, ืœื ืฉืœื ื•.

ืื ื• ืžืžืฉื™ื›ื™ื ืœืขืฉื•ืช ืžืืžืฆื™ื ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ืฉื›ืœ ื”ืคื™ืชื•ื—ื™ื ืฉืœืš ื™ื”ื™ื• ื‘ืœืชื™ ืฉืžื™ืฉื™ื ืชื•ืš ืฉื ื” ืื—ืช.

ื‘ื‘ืงืฉื” ืชื–ื“ื™ื™ืŸ
Google Cloud Platform

ื•ื”ืขื•ื‘ื“ื” ื”ื™ื ืฉืื ื™ ืžืงื‘ืœ ืžื›ืชื‘ื™ื ื›ืืœื” ื‘ืขืจืš ืคืขื ื‘ื—ื•ื“ืฉ. ื–ื” ืงื•ืจื” ื›ืœ ื›ืš ืœืขืชื™ื ืงืจื•ื‘ื•ืช ื•ื›ืœ ื›ืš ืžืชืžื™ื“ ืฉื”ื ื‘ืื•ืคืŸ ื‘ืœืชื™ ื ืžื ืข ื ื“ื—ืฃ ืื•ืชื™ ืž-GCP ืœืžื—ื ื” ื ื’ื“ ืขื ื ื™ื. ืื ื™ ื›ื‘ืจ ืœื ืžืกื›ื™ื ืœื”ื™ื•ืช ืชืœื•ื™ ื‘ืคื™ืชื•ื—ื™ื ื”ืงื ื™ื™ื ื™ื™ื ืฉืœื”ื, ื›ื™ ืœืžืขืฉื” ืงืœ ื™ื•ืชืจ ืœ-devops ืœืชื—ื–ืง ืžืขืจื›ืช ืงื•ื“ ืคืชื•ื— ืขืœ ืžื›ื•ื ื” ื•ื™ืจื˜ื•ืืœื™ืช ื—ืฉื•ืคื” ืžืืฉืจ ืœื ืกื•ืช ืœืขืžื•ื“ ื‘ืงืฆื‘ ืฉืœ ื’ื•ื’ืœ ื‘ืžื“ื™ื ื™ื•ืช ืฉืœื” ืœืกื’ื•ืจ ืžื•ืฆืจื™ื "ืžื™ื•ืฉื ื™ื".

ืœืคื ื™ ืฉืื ื™ ื—ื•ื–ืจ ืœ-Google Cloud ื›ื™ ืื ื™ ืืคื™ืœื• ืงืจื•ื‘ ืœื ืกื™ื™ืžืช ืœื‘ืงืจ ืื•ืชื, ื‘ื•ืื• ื ืกืชื›ืœ ืขืœ ื‘ื™ืฆื•ืขื™ ื”ื—ื‘ืจื” ื‘ื›ืžื” ืชื—ื•ืžื™ื ืื—ืจื™ื. ืžื”ื ื“ืกื™ ื’ื•ื’ืœ ืžืชื’ืื™ื ื‘ื“ื™ืกืฆื™ืคืœื™ื ืช ื”ื ื“ืกืช ื”ืชื•ื›ื ื” ืฉืœื”ื, ื•ื–ื” ืžื” ืฉื‘ืขืฆื ื’ื•ืจื ืœื‘ืขื™ื•ืช. ื’ืื•ื•ื” ื”ื™ื ืžืœื›ื•ื“ืช ืœื—ืกืจื™ ื–ื”ื™ืจื•ืช, ื•ื”ื™ื ื’ืจืžื” ืœืขื•ื‘ื“ื™ื ืจื‘ื™ื ื‘ื’ื•ื’ืœ ืœื—ืฉื•ื‘ ืฉื”ื”ื—ืœื˜ื•ืช ืฉืœื”ื ืชืžื™ื“ ื ื›ื•ื ื•ืช ื•ืฉื ื›ื•ืŸ (ืœืคื™ ืื™ื–ื• ื”ื’ื“ืจื” ืžืขื•ืจืคืœืช) ื—ืฉื•ื‘ื” ื™ื•ืชืจ ืžืืฉืจ ืื›ืคืชื™ื•ืช ืžืœืงื•ื—ื•ืช.

ืื ื™ ืืชืŸ ื›ืžื” ื“ื•ื’ืžืื•ืช ืืงืจืื™ื•ืช ืžืคืจื•ื™ืงื˜ื™ื ื’ื“ื•ืœื™ื ืื—ืจื™ื ืžื—ื•ืฅ ืœื’ื•ื’ืœ, ืื‘ืœ ืื ื™ ืžืงื•ื•ื” ืฉืชืจืื” ืืช ื”ื“ืคื•ืก ื”ื–ื” ื‘ื›ืœ ืžืงื•ื. ื–ื” ื›ื“ืœืงืžืŸ: ืชืื™ืžื•ืช ืœืื—ื•ืจ ืฉื•ืžืจืช ืขืœ ืžืขืจื›ื•ืช ื—ื™ื™ื ื•ืžืขื•ื“ื›ื ื•ืช ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื.

ืชืื™ืžื•ืช ืœืื—ื•ืจ ื”ื™ื ืžื˜ืจืช ื”ืชื›ื ื•ืŸ ืฉืœ ื›ืœ ื”ืžืขืจื›ื•ืช ื”ืžื•ืฆืœื—ื•ืช ื”ืžื™ื•ืขื“ื•ืช ืœื”ืŸ ืคืชื•ื— ืฉื™ืžื•ืฉ, ื›ืœื•ืžืจ ืžื™ื•ืฉื ืขื ืงื•ื“ ืžืงื•ืจ ืคืชื•ื— ื•/ืื• ืกื˜ื ื“ืจื˜ื™ื ืคืชื•ื—ื™ื. ืื ื™ ืžืจื’ื™ืฉ ืฉืื ื™ ืื•ืžืจ ืžืฉื”ื• ื‘ืจื•ืจ ืžื“ื™ ืฉื›ื•ืœื ืืคื™ืœื• ืœื ื‘ื ื•ื—, ืื‘ืœ ืœื. ื–ื” ื ื•ืฉื ืคื•ืœื™ื˜ื™, ืื– ืฆืจื™ืš ื“ื•ื’ืžืื•ืช.

ื”ืžืขืจื›ืช ื”ืจืืฉื•ื ื” ืฉืื‘ื—ืจ ื”ื™ื ื”ื•ื•ืชื™ืงื” ื‘ื™ื•ืชืจ: GNU Emacs, ืฉื”ื™ื ืžืขื™ืŸ ื”ื›ืœืื” ื‘ื™ืŸ Windows Notepad, ืœื™ื‘ืช ืžืขืจื›ืช ื”ื”ืคืขืœื” ื•ืชื—ื ืช ื”ื—ืœืœ ื”ื‘ื™ื ืœืื•ืžื™ืช. ืงืฆืช ืงืฉื” ืœื”ืกื‘ื™ืจ ืืช ื–ื”, ืื‘ืœ ื‘ืงืฆืจื”, Emacs ื”ื™ื ืคืœื˜ืคื•ืจืžื” ืฉื ื•ืฆืจื” ื‘-1976 (ื›ืŸ, ืœืคื ื™ ื›ืžืขื˜ ื—ืฆื™ ืžืื”) ืœืชื›ื ื•ืช ื›ื“ื™ ืœื”ืคื•ืš ืื•ืชืš ืœื™ื•ืชืจ ืคืจื•ื“ื•ืงื˜ื™ื‘ื™, ืื‘ืœ ืžืชื—ื–ื” ืœืขื•ืจืš ื˜ืงืกื˜.

ืื ื™ ืžืฉืชืžืฉ ื‘-Emacs ื›ืœ ื™ื•ื. ื›ืŸ, ืื ื™ ื’ื ืžืฉืชืžืฉ ื‘-IntelliJ ื›ืœ ื™ื•ื, ื–ื” ื’ื“ืœ ืœืคืœื˜ืคื•ืจืžืช ื›ืœื™ื ื—ื–ืงื” ื‘ืคื ื™ ืขืฆืžื”. ืื‘ืœ ื›ืชื™ื‘ืช ื”ืจื—ื‘ื•ืช ืขื‘ื•ืจ IntelliJ ื”ื™ื ืžืฉื™ืžื” ื”ืจื‘ื” ื™ื•ืชืจ ืฉืืคืชื ื™ืช ื•ืžื•ืจื›ื‘ืช ืžื›ืชื™ื‘ืช ื”ืจื—ื‘ื•ืช ืขื‘ื•ืจ Emacs. ื•ื—ืฉื•ื‘ ืžื›ืš, ื›ืœ ืžื” ืฉื ื›ืชื‘ ืขื‘ื•ืจ Emacs ื ืฉืžืจ ืœื ืฆื—.

ืื ื™ ืขื“ื™ื™ืŸ ืžืฉืชืžืฉ ื‘ืชื•ื›ื ื” ืฉื›ืชื‘ืชื™ ืขื‘ื•ืจ Emacs ื‘-1995. ื•ืื ื™ ื‘ื˜ื•ื— ืฉืžื™ืฉื”ื• ืžืฉืชืžืฉ ื‘ืžื•ื“ื•ืœื™ื ืฉื ื›ืชื‘ื• ืขื‘ื•ืจ Emacs ื‘ืืžืฆืข ืฉื ื•ืช ื”-80, ืื ืœื ืงื•ื“ื ืœื›ืŸ. ื”ื ืขืฉื•ื™ื™ื ืœื“ืจื•ืฉ ืžืขื˜ ื”ืชืืžื” ืžืขืช ืœืขืช, ืื‘ืœ ื–ื” ื‘ืืžืช ื“ื™ ื ื“ื™ืจ. ืื ื™ ืœื ื™ื•ื“ืข ืขืœ ืžืฉื”ื• ืฉืื™ ืคืขื ื›ืชื‘ืชื™ ืขื‘ื•ืจ Emacs (ื•ื›ืชื‘ืชื™ ื”ืจื‘ื”) ืฉื“ืจืฉ ืืจื›ื™ื˜ืงื˜ื•ืจื” ืžื—ื“ืฉ.

ืœ-Emacs ื™ืฉ ืคื•ื ืงืฆื™ื” ืฉื ืงืจืืช make-obsolete ืขื‘ื•ืจ ื™ืฉื•ื™ื•ืช ืžื™ื•ืฉื ื•ืช. ื”ืžื™ื ื•ื— ืฉืœ Emacs ืœืžื•ืฉื’ื™ ืžื—ืฉื‘ ื‘ืกื™ืกื™ื™ื (ื›ื’ื•ืŸ ืžื”ื• "ื—ืœื•ืŸ") ืฉื•ื ื” ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืžื”ืžื•ืกื›ืžื•ืช ื‘ืชืขืฉื™ื™ื” ืžื›ื™ื•ื•ืŸ ืฉ-Emacs ื”ืฆื™ื’ื” ืื•ืชื ืœืคื ื™ ื–ืžืŸ ืจื‘. ื–ื•ื”ื™ ืกื›ื ื” ืื•ืคื™ื™ื ื™ืช ืœืžื™ ืฉื”ืงื“ื™ื ืืช ื–ืžื ื: ื›ืœ ื”ืžื•ื ื—ื™ื ืฉืœืš ืื™ื ื ื ื›ื•ื ื™ื. ืื‘ืœ ืœ-Emacs ื™ืฉ ืžื•ืฉื’ ืฉืœ ื‘ื™ื˜ื•ืœ, ืฉื‘ื–'ืจื’ื•ืŸ ืฉืœื”ื ื ืงืจื ื”ึดืชื™ึทืฉืึฐื ื•ึผืช.

ืื‘ืœ ื ืจืื” ืฉื‘ืขื•ืœื ื”-Emacs ื™ืฉ ื”ื’ื“ืจืช ืขื‘ื•ื“ื” ืื—ืจืช. ืคื™ืœื•ืกื•ืคื™ื” ื‘ืกื™ืก ืฉื•ื ื”, ืื ืชืจืฆื•.

ื‘ืขื•ืœื ื”-Emacs (ื•ื‘ืชื—ื•ืžื™ื ืจื‘ื™ื ืื—ืจื™ื, ืขืœื™ื”ื ื ืขืกื•ืง ื‘ื”ืžืฉืš), ืกื˜ื˜ื•ืก API ืฉื”ื•ืฆื ืžืฉื™ืžื•ืฉ ืคื™ืจื•ืฉื• ื‘ืขืฆื: "ืืชื” ืžืžืฉ ืœื ืฆืจื™ืš ืœื”ืฉืชืžืฉ ื‘ื’ื™ืฉื” ื”ื–ื•, ื›ื™ ื‘ื–ืžืŸ ืฉื”ื™ื ืขื•ื‘ื“ืช, ื”ื™ื ืกื•ื‘ืœืช ืžื—ืกืจื•ื ื•ืช ืฉื•ื ื™ื ืฉืื ื—ื ื• ืจืฉื™ืžื” ื›ืืŸ. ืื‘ืœ ื‘ืกื•ืคื• ืฉืœ ื™ื•ื, ื–ื• ื”ื‘ื—ื™ืจื” ืฉืœืš".

ื‘ืขื•ืœืžื” ืฉืœ ื’ื•ื’ืœ, ืœื”ื™ื•ืช ืžื™ื•ืฉืŸ ืคื™ืจื•ืฉื•, "ืื ื—ื ื• ืžืคืจื™ื ืืช ื”ืžื—ื•ื™ื‘ื•ืช ืฉืœื ื• ื›ืœืคื™ืš". ื–ื” ื ื›ื•ืŸ. ื–ื” ืžื” ืฉื–ื” ืื•ืžืจ ื‘ืขืฆื. ื–ื” ืื•ืžืจ ืฉื”ื ื™ื›ืจื™ื—ื• ืื•ืชืš ื‘ืื•ืคืŸ ืงื‘ื•ืข ืœืขืฉื•ืช ืงืฆืช ืขื‘ื•ื“ื”, ืื•ืœื™ ื”ืจื‘ื” ืขื‘ื•ื“ื”, ื›ืขื•ื ืฉ ืขืœ ื”ืืžื•ื ื” ื‘ื”ื ืคืจืกื•ื ืฆื‘ืขื•ื ื™: ื™ืฉ ืœื ื• ืืช ื”ืชื•ื›ื ื” ื”ื˜ื•ื‘ื” ื‘ื™ื•ืชืจ. ื”ื›ื™ ืžื”ื™ืจ! ืืชื” ืขื•ืฉื” ื”ื›ืœ ืœืคื™ ื”ื”ื•ืจืื•ืช, ืžืคืขื™ืœ ืืช ื”ืืคืœื™ืงืฆื™ื” ืื• ื”ืฉื™ืจื•ืช ืฉืœืš, ื•ืื– ื‘ืื, ืื—ืจื™ ืฉื ื” ืื• ืฉื ืชื™ื™ื ื–ื” ื ืฉื‘ืจ.

ื–ื” ื›ืžื• ืœืžื›ื•ืจ ืžื›ื•ื ื™ืช ืžืฉื•ืžืฉืช ืฉื‘ื”ื—ืœื˜ ื™ืชืงืœืงืœ ืื—ืจื™ 1500 ืง"ืž.

ืืœื• ืฉืชื™ ื”ื’ื“ืจื•ืช ืคื™ืœื•ืกื•ืคื™ื•ืช ืฉื•ื ื•ืช ืœื—ืœื•ื˜ื™ืŸ ืฉืœ "ื”ืชื™ื™ืฉื ื•ืช". ื”ื”ื’ื“ืจื” ืฉืœ ื’ื•ื’ืœ ืœืจื™ื— ื”ืชื™ื™ืฉื ื•ืช ืžืชื•ื›ื ื ืช. ืื ื™ ืœื ืžืืžื™ืŸ ื‘ื–ื” ืœืžืขืฉื” ื”ืชื™ื™ืฉื ื•ืช ืžืชื•ื›ื ื ืช ื‘ืื•ืชื• ืžื•ื‘ืŸ ื›ืžื• ืืคืœ. ืื‘ืœ ื’ื•ื’ืœ ื‘ื”ื—ืœื˜ ืžืชื›ื ื ืช ืœืฉื‘ื•ืจ ืืช ื”ืชื•ื›ื ื™ื•ืช ืฉืœืš, ื‘ืื•ืคืŸ ืขื•ืงืฃ. ืื ื™ ื™ื•ื“ืข ืืช ื–ื” ื›ื™ ืขื‘ื“ืชื™ ืฉื ื›ืžื”ื ื“ืก ืชื•ื›ื ื” ืœืžืขืœื” ืž-12 ืฉื ื™ื. ื™ืฉ ืœื”ื ื”ื ื—ื™ื•ืช ืคื ื™ืžื™ื•ืช ืžืขื•ืจืคืœื•ืช ืœื’ื‘ื™ ืžื™ื“ืช ื”ืชืื™ืžื•ืช ืœืื—ื•ืจ ืฉื™ืฉ ืœืขืงื•ื‘ ืื—ืจื™ื”ื, ืื‘ืœ ื‘ืกื•ืคื• ืฉืœ ื“ื‘ืจ ื–ื” ืชืœื•ื™ ื‘ื›ืœ ืฆื•ื•ืช ืื• ืฉื™ืจื•ืช ื‘ื ืคืจื“. ืื™ืŸ ื”ืžืœืฆื•ืช ื‘ืจืžืช ื”ืืจื’ื•ืŸ ืื• ื”ื”ื ื“ืกื”, ื•ื”ื”ืžืœืฆื” ื”ื ื•ืขื–ืช ื‘ื™ื•ืชืจ ืžื‘ื—ื™ื ืช ืžื—ื–ื•ืจื™ ื”ืชื™ื™ืฉื ื•ืช ื”ื™ื "ื ืกื” ืœืชืช ืœืœืงื•ื—ื•ืช 6-12 ื—ื•ื“ืฉื™ื ืœืฉื“ืจื’ ืœืคื ื™ ืฉืฉื‘ืจื• ืืช ื›ืœ ื”ืžืขืจื›ืช ืฉืœื”ื".

ื”ื‘ืขื™ื” ื”ื™ื ื”ืจื‘ื” ื™ื•ืชืจ ื’ื“ื•ืœื” ืžืžื” ืฉื”ื ื—ื•ืฉื‘ื™ื, ื•ื”ื™ื ืชื™ืžืฉืš ืขื•ื“ ืฉื ื™ื, ื›ื™ ื”ื˜ื™ืคื•ืœ ื‘ืœืงื•ื—ื•ืช ืื™ื ื• ื‘-DNA ืฉืœื”ื. ืขื•ื“ ืขืœ ื›ืš ื‘ื”ืžืฉืš.

ื‘ืฉืœื‘ ื–ื” ืื ื™ ื”ื•ืœืš ืœื”ืฆื”ื™ืจ ืืžื™ืจื” ื ื•ืขื–ืช ืฉ-Emacs ืžืฆืœื™ื—ื” ื‘ืžื™ื“ื” ืจื‘ื” ื•ืืคื™ืœื• ื‘ื™ืกื•ื“ื• ืฉืœ ื“ื‘ืจ ื›ื™ ื”ื ืœื•ืงื—ื™ื ืชืื™ืžื•ืช ืœืื—ื•ืจ ื›ืœ ื›ืš ื‘ืจืฆื™ื ื•ืช. ืœืžืขืฉื”, ื–ื• ื”ืชื–ื” ืฉืœ ื”ืžืืžืจ ืฉืœื ื•. ืžืขืจื›ื•ืช ืคืชื•ื—ื•ืช ืžืฆืœื™ื—ื•ืช ื•ืืจื•ื›ื•ืช-ื—ื™ื™ื ื—ื™ื™ื‘ื•ืช ืืช ื”ืฆืœื—ืชืŸ ืœืžื™ืงืจื•-ืงื”ื™ืœื•ืช ืฉื—ื™ื•ืช ืกื‘ื™ื‘ืŸ ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื ืชื•ืกืคื™ื/ืชื•ืกืคื™ื. ื–ื• ื”ืžืขืจื›ืช ื”ืืงื•ืœื•ื’ื™ืช. ื›ื‘ืจ ื“ื™ื‘ืจืชื™ ืขืœ ืžื”ื•ืชืŸ ืฉืœ ืคืœื˜ืคื•ืจืžื•ืช ื•ืขื“ ื›ืžื” ื”ืŸ ื—ืฉื•ื‘ื•ืช, ื•ื›ื™ืฆื“ ื’ื•ื’ืœ ืžืขื•ืœื ืœื ื”ื‘ื™ื ื” ื‘ื›ืœ ื”ื”ื™ืกื˜ื•ืจื™ื” ื”ืืจื’ื•ื ื™ืช ืฉืœื” ืžื” ื ื›ื ืก ืœื™ืฆื™ืจืช ืคืœื˜ืคื•ืจืžื” ืคืชื•ื—ื” ืžื•ืฆืœื—ืช ืžื—ื•ืฅ ืœืื ื“ืจื•ืื™ื“ ืื• ื›ืจื•ื.

ืœืžืขืฉื”, ืื ื™ ืฆืจื™ืš ืœื”ื–ื›ื™ืจ ื‘ืงืฆืจื” ืืช ืื ื“ืจื•ืื™ื“ ื›ื™ ืืชื” ื›ื ืจืื” ื—ื•ืฉื‘ ืขืœ ื–ื”.

ืจืืฉื™ืช, ืื ื“ืจื•ืื™ื“ ื–ื” ืœื ื’ื•ื’ืœ. ืื™ืŸ ืœื”ื ื›ืžืขื˜ ืฉื•ื ื“ื‘ืจ ื‘ืžืฉื•ืชืฃ ืื—ื“ ืขื ื”ืฉื ื™. ืื ื“ืจื•ืื™ื“ ื”ื™ื ื—ื‘ืจื” ืฉื ืจื›ืฉื” ืขืœ ื™ื“ื™ ื’ื•ื’ืœ ื‘ื™ื•ืœื™ 2005, ื”ื—ื‘ืจื” ื”ื•ืจืฉื” ืœืคืขื•ืœ ืคื—ื•ืช ืื• ื™ื•ืชืจ ืื•ื˜ื•ื ื•ืžื™ืช ื•ืœืžืขืฉื” ื ื•ืชืจื” ืœืœื ืคื’ืข ื‘ืฉื ื™ื ืฉื—ืœืคื•. ืื ื“ืจื•ืื™ื“ ื”ื™ื ืขืจื™ืžืช ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื“ื•ืขื” ืœืฉืžืฆื” ื•ืืจื’ื•ืŸ ืขื•ืงืฆื ื™ ืœื ืคื—ื•ืช. ื›ืคื™ ืฉื”ื’ื“ื™ืจ ื–ืืช ืื—ื“ ืžื”ื’ื•ื’ืœื™ื, "ืื™ ืืคืฉืจ ืคืฉื•ื˜ ืœื”ื™ื›ื ืก ืœืื ื“ืจื•ืื™ื“."

ื‘ืžืืžืจ ืงื•ื“ื, ื“ื™ื‘ืจืชื™ ืขืœ ื›ืžื” ื’ืจื•ืขื•ืช ื”ื™ื• ื—ืœืง ืžื”ื—ืœื˜ื•ืช ื”ืขื™ืฆื•ื‘ ื”ืžื•ืงื“ืžื•ืช ืฉืœ ืื ื“ืจื•ืื™ื“. ืœืขื–ืื–ืœ, ื›ืฉื›ืชื‘ืชื™ ืืช ื”ืžืืžืจ ื”ื–ื” ื”ื ืคืจืกืžื• ืฉื˜ื•ื™ื•ืช ืฉื ืงืจืื•ืช "ืืคืœื™ืงืฆื™ื•ืช ืžื™ื™ื“ื™ื•ืช" ืฉื”ืŸ ืขื›ืฉื™ื• (ื”ืคืชืขื”!) ืžึฐื™ื•ึผืฉืึธืŸ, ื•ืื ื™ ืžื–ื“ื”ื” ืื ื”ื™ื™ืช ืžืกืคื™ืง ื˜ื™ืคืฉ ืœื”ืงืฉื™ื‘ ืœื’ื•ื’ืœ ื•ืœื”ืขื‘ื™ืจ ืืช ื”ืชื•ื›ืŸ ืฉืœืš ืœืืคืœื™ืงืฆื™ื•ืช ื”ืžื™ื™ื“ื™ื•ืช ื”ืืœื”.

ืื‘ืœ ื™ืฉ ื›ืืŸ ื”ื‘ื“ืœ, ื”ื‘ื“ืœ ืžืฉืžืขื•ืชื™, ืฉื”ื•ื ืฉืื ืฉื™ ื”ืื ื“ืจื•ืื™ื“ ื‘ืืžืช ืžื‘ื™ื ื™ื ื›ืžื” ื—ืฉื•ื‘ื•ืช ื”ืคืœื˜ืคื•ืจืžื•ืช, ื”ื ืžื ืกื™ื ื›ืžื™ื˜ื‘ ื™ื›ื•ืœืชื ืœืฉืžื•ืจ ืขืœ ืืคืœื™ืงืฆื™ื•ืช ืื ื“ืจื•ืื™ื“ ื™ืฉื ื•ืช ืœืขื‘ื•ื“. ืœืžืขืฉื”, ื”ืžืืžืฆื™ื ืฉืœื”ื ืœืฉืžื•ืจ ืขืœ ืชืื™ืžื•ืช ืœืื—ื•ืจ ื”ื ื›ืœ ื›ืš ืงื™ืฆื•ื ื™ื™ื ืฉืืคื™ืœื• ืื ื™, ื‘ืžื”ืœืš ื”ืคืขื™ืœื•ืช ื”ืงืฆืจื” ืฉืœื™ ื‘ื—ื˜ื™ื‘ืช ืื ื“ืจื•ืื™ื“ ืœืคื ื™ ื›ืžื” ืฉื ื™ื, ืžืฆืืชื™ ืืช ืขืฆืžื™ ืžื ืกื” ืœืฉื›ื ืข ืื•ืชื ืœื‘ื˜ืœ ืืช ื”ืชืžื™ื›ื” ื‘ื›ืžื” ืžื”ืžื›ืฉื™ืจื™ื ื•ื”ืžืžืฉืงื™ API ื”ื™ืฉื ื™ื ื‘ื™ื•ืชืจ (ื˜ืขื™ืชื™ , ื›ืคื™ ืฉื”ื™ื” ื‘ื”ืจื‘ื” ื“ื‘ืจื™ื ืื—ืจื™ื ื‘ืขื‘ืจ ื•ื‘ื”ื•ื•ื”. ืกืœื™ื—ื” ื—ื‘ืจ'ื” ืื ื“ืจื•ืื™ื“! ืขื›ืฉื™ื•, ื›ืฉื”ื™ื™ืชื™ ื‘ืื™ื ื“ื•ื ื–ื™ื”, ืื ื™ ืžื‘ื™ืŸ ืœืžื” ืื ื—ื ื• ืฆืจื™ื›ื™ื ืื•ืชื).

ืื ืฉื™ ืื ื“ืจื•ืื™ื“ ื“ื•ื—ืคื™ื ืืช ื”ืชืื™ืžื•ืช ืœืื—ื•ืจ ืœืงื™ืฆื•ื ื™ื•ืช ื›ืžืขื˜ ื‘ืœืชื™ ื ืชืคืกืช, ื•ืžื’ื‘ื™ืจื™ื ื›ืžื•ื™ื•ืช ืื“ื™ืจื•ืช ืฉืœ ื—ื•ื‘ื•ืช ื˜ื›ื ื™ื™ื ืžื“ื•ืจ ืงื•ื“ื ื‘ืžืขืจื›ื•ืช ื•ื‘ืฉืจืฉืจืช ื”ื›ืœื™ื ืฉืœื”ื. ื”ื• ืืœื•ื”ื™ื, ืืชื” ืฆืจื™ืš ืœืจืื•ืช ื›ืžื” ืžื”ื“ื‘ืจื™ื ื”ืžื˜ื•ืจืคื™ื ืฉื”ื ืฆืจื™ื›ื™ื ืœืขืฉื•ืช ื‘ืžืขืจื›ืช ื”ื‘ื ื™ื™ื” ืฉืœื”ื, ื”ื›ืœ ื‘ืฉื ื”ืชืื™ืžื•ืช.

ืขืœ ื›ืš ืื ื™ ืžืขื ื™ืง ืœืื ื“ืจื•ืื™ื“ ืืช ืคืจืก "ืืชื” ืœื ื’ื•ื’ืœ" ื”ื ื—ืฉืง. ื”ื ืžืžืฉ ืœื ืจื•ืฆื™ื ืœื”ืคื•ืš ืœื’ื•ื’ืœ, ืฉืœื ื™ื•ื“ืขืช ืœื™ืฆื•ืจ ืคืœื˜ืคื•ืจืžื•ืช ืขืžื™ื“ื•ืช, ืืœื ืื ื“ืจื•ืื™ื“ ื™ื•ื“ืข, ืื™ืš ืœืขืฉื•ืช ืืช ื–ื”. ื•ืœื›ืŸ ื’ื•ื’ืœ ืžืื•ื“ ื—ื›ืžื” ืžื‘ื—ื™ื ื” ืื—ืช: ืžืืคืฉืจืช ืœืื ืฉื™ื ืœืขืฉื•ืช ื“ื‘ืจื™ื ื‘ื“ืจืš ืฉืœื”ื ื‘ืื ื“ืจื•ืื™ื“.

ืขื ื–ืืช, ืืคืœื™ืงืฆื™ื•ืช ืื™ื ืกื˜ื ื˜ ืœืื ื“ืจื•ืื™ื“ ื”ื™ื• ืจืขื™ื•ืŸ ื“ื™ ื˜ื™ืคืฉื™. ื•ืืชื” ื™ื•ื“ืข ืœืžื”? ื›ื™ ื”ื ื“ืจืฉื• ืœืฉื›ืชื‘ ื•ืœืขืฆื‘ ืžื—ื“ืฉ ืืช ื”ืืคืœื™ืงืฆื™ื” ืฉืœืš! ื–ื” ื›ืื™ืœื• ืื ืฉื™ื ืคืฉื•ื˜ ื™ืฉื›ืชื‘ื• ืฉื ื™ ืžื™ืœื™ื•ืŸ ืืคืœื™ืงืฆื™ื•ืช. ืื ื™ ืžื ื—ืฉ ืฉืืคืœื™ืงืฆื™ื•ืช ืื™ื ืกื˜ื ื˜ ื”ื™ื• ืจืขื™ื•ืŸ ืฉืœ ืื™ื–ื” ื’ื•ื’ืœืจ.

ืื‘ืœ ื™ืฉ ื”ื‘ื“ืœ. ืชืื™ืžื•ืช ืœืื—ื•ืจ ื’ื•ื‘ื” ืžื—ื™ืจ ื’ื‘ื•ื”. ืื ื“ืจื•ืื™ื“ ืขืฆืžื” ื ื•ืฉืืช ื‘ื ื˜ืœ ื”ืขืœื•ื™ื•ืช ื”ืœืœื•, ื‘ืขื•ื“ ืฉื’ื•ื’ืœ ืžืชืขืงืฉืช ืฉื”ื ื˜ืœ ื™ื™ืฉื ืืชื”, ืœืงื•ื— ืžืฉืœื.

ืืชื” ื™ื›ื•ืœ ืœืจืื•ืช ืืช ื”ืžื—ื•ื™ื‘ื•ืช ืฉืœ ืื ื“ืจื•ืื™ื“ ืœืชืื™ืžื•ืช ืœืื—ื•ืจ ื‘ืžืžืฉืงื™ ื”-API ืฉืœื”. ื›ืืฉืจ ื™ืฉ ืœืš ืืจื‘ืข ืื• ื—ืžืฉ ืชืช-ืžืขืจื›ื•ืช ืฉื•ื ื•ืช ืฉืขื•ืฉื•ืช ืžืžืฉ ืืช ืื•ืชื• ื”ื“ื‘ืจ, ื–ื” ืกื™ืžืŸ ื‘ื˜ื•ื— ืฉื™ืฉ ืžื—ื•ื™ื‘ื•ืช ืœืชืื™ืžื•ืช ืœืื—ื•ืจ ื‘ืœื™ื‘ื”. ืžื” ืฉื‘ืขื•ืœื ื”ืคืœื˜ืคื•ืจืžื•ืช ื”ื•ื ืฉื ื ืจื“ืฃ ืœืžื—ื•ื™ื‘ื•ืช ืœืœืงื•ื—ื•ืช ืฉืœืš ื•ืœืฉื•ืง ืฉืœืš.

ื”ื‘ืขื™ื” ื”ืขื™ืงืจื™ืช ืฉืœ ื’ื•ื’ืœ ื›ืืŸ ื”ื™ื ื”ื’ืื•ื•ื” ืฉืœื”ื ื‘ื”ื™ื’ื™ื™ื ื” ื”ื”ื ื“ืกื™ืช ืฉืœื”ื. ื”ื ืœื ืื•ื”ื‘ื™ื ื›ืฉื™ืฉ ื“ืจื›ื™ื ืจื‘ื•ืช ื•ืฉื•ื ื•ืช ืœืขืฉื•ืช ืืช ืื•ืชื• ื”ื“ื‘ืจ, ื›ืฉื”ื“ืจื›ื™ื ื”ื™ืฉื ื•ืช ื•ื”ืคื—ื•ืช ื ื—ืฉืงื•ืช ื™ื•ืฉื‘ื•ืช ืœืฆื“ ื”ื“ืจื›ื™ื ื”ื—ื“ืฉื•ืช ื•ื”ืžื”ื•ื“ืจื•ืช ื™ื•ืชืจ. ื–ื” ืžื’ื“ื™ืœ ืืช ืขืงื•ืžืช ื”ืœืžื™ื“ื” ืขื‘ื•ืจ ืืœื” ื”ื—ื“ืฉื™ื ื‘ืžืขืจื›ืช, ื–ื” ืžื’ื“ื™ืœ ืืช ื”ื ื˜ืœ ืฉืœ ืชื—ื–ื•ืงืช ืžืžืฉืงื™ API ืžื“ื•ืจ ืงื•ื“ื, ื–ื” ืžืื˜ ืืช ื”ืžื”ื™ืจื•ืช ืฉืœ ืชื›ื•ื ื•ืช ื—ื“ืฉื•ืช, ื•ื”ื—ื˜ื ื”ืžืจื›ื–ื™ ื”ื•ื ืฉื–ื” ืœื ื™ืคื”. ื’ื•ื’ืœ - ื›ืžื• ืœื™ื™ื“ื™ ืืกืงื•ื˜ ืž"ืืœื™ืก ื‘ืืจืฅ ื”ืคืœืื•ืช" ืฉืœ ื˜ื™ื ื‘ืจื˜ื•ืŸ:

ืœื™ื™ื“ื™ ืืกืงื•ื˜:
ืืœื™ืก, ืืช ื™ื•ื“ืขืช ืžืžื” ืื ื™ ื”ื›ื™ ืžืคื—ื“ืช?
- ื“ืขื™ื›ืช ื”ืืฆื•ืœื”?
โ€“ ืคื—ื“ืชื™ ืฉืื”ื™ื” ื ื›ื“ื™ื ืžื›ื•ืขืจื™ื.

ื›ื“ื™ ืœื”ื‘ื™ืŸ ืืช ื”ื”ื—ืœืคื” ื‘ื™ืŸ ื™ืคื” ืœืคืจืงื˜ื™ืช, ื‘ื•ืื• ื ืกืชื›ืœ ืขืœ ื”ืคืœื˜ืคื•ืจืžื” ื”ืžื•ืฆืœื—ืช ื”ืฉืœื™ืฉื™ืช (ืื—ืจื™ Emacs ื•ืื ื“ืจื•ืื™ื“) ื•ื ืจืื” ืื™ืš ื”ื™ื ืขื•ื‘ื“ืช: Java ืขืฆืžื”.

ืœ-Java ื™ืฉ ื”ืจื‘ื” ืžืžืฉืงื™ API ืžื™ื•ืฉื ื™ื. ื”ื•ืฆืื” ืžืฉื™ืžื•ืฉ ืคื•ืคื•ืœืจื™ ืžืื•ื“ ื‘ืงืจื‘ ืžืชื›ื ืชื™ Java, ืืคื™ืœื• ื™ื•ืชืจ ืคื•ืคื•ืœืจื™ ืžืืฉืจ ื‘ืจื•ื‘ ืฉืคื•ืช ื”ืชื›ื ื•ืช. Java ืขืฆืžื”, ืฉืคืช ื”ืœื™ื‘ื” ื•ื”ืกืคืจื™ื•ืช ืžื•ืฆื™ืื•ืช ื›ืœ ื”ื–ืžืŸ ืžืžืฉืงื™ API.

ื›ื“ื™ ืœืงื—ืช ืจืง ืื—ืช ืžืืœืคื™ ื“ื•ื’ืžืื•ืช, ืกื’ื™ืจืช ื—ื•ื˜ื™ื ื ื—ืฉื‘ ืžื™ื•ืฉืŸ. ื–ื” ื”ื•ืฆื ืžืฉื™ืžื•ืฉ ืžืื– ืฉื—ืจื•ืจื• ืฉืœ Java 1.2 ื‘ื“ืฆืžื‘ืจ 1998. ืขื‘ืจื• 22 ืฉื ื™ื ืžืื– ื–ื” ื”ื•ืฆื ืžืฉื™ืžื•ืฉ.

ืื‘ืœ ื”ืงื•ื“ ื‘ืคื•ืขืœ ืฉืœื™ ื‘ื™ื™ืฆื•ืจ ืขื“ื™ื™ืŸ ื”ื•ืจื’ ืฉืจืฉื•ืจื™ื ื›ืœ ื™ื•ื. ืืชื” ื‘ืืžืช ื—ื•ืฉื‘ ืฉื–ื” ื˜ื•ื‘? ื‘ื”ื—ืœื˜! ื–ืืช ืื•ืžืจืช, ื›ืžื•ื‘ืŸ, ืื ื”ื™ื™ืชื™ ืžืฉื›ืชื‘ ืืช ื”ืงื•ื“ ื”ื™ื•ื, ื”ื™ื™ืชื™ ืžื™ื™ืฉื ืื•ืชื• ืื—ืจืช. ืื‘ืœ ื”ืงื•ื“ ืœืžืฉื—ืง ืฉืœื™, ืฉืฉื™ืžื— ืžืื•ืช ืืœืคื™ ืื ืฉื™ื ื‘ืฉื ื™ ื”ืขืฉื•ืจื™ื ื”ืื—ืจื•ื ื™ื, ื ื›ืชื‘ ืขื ืคื•ื ืงืฆื™ื” ืœืกื’ื•ืจ ืฉืจืฉื•ืจื™ื ืฉืชืœื•ื™ื™ื ื™ื•ืชืจ ืžื“ื™ ื–ืžืŸ, ื•ืื ื™ ืžืขื•ืœื ืœื ื”ื™ื” ืฆืจื™ืš ืœืฉื ื•ืช ืืช ื–ื”. ืื ื™ ืžื›ื™ืจ ืืช ื”ืžืขืจื›ืช ืฉืœื™ ื™ื•ืชืจ ื˜ื•ื‘ ืžื›ื•ืœื, ื™ืฉ ืœื™ ืžืžืฉ 25 ืฉื ื•ืช ื ื™ืกื™ื•ืŸ ื‘ืขื‘ื•ื“ื” ืื™ืชื” ื‘ื™ื™ืฆื•ืจ, ื•ืื ื™ ื™ื›ื•ืœ ืœื•ืžืจ ื‘ื•ื•ื“ืื•ืช: ื‘ืžืงืจื” ืฉืœื™, ืกื’ื™ืจืช ืฉืจืฉื•ืจื™ ืขื•ื‘ื“ื™ื ืกืคืฆื™ืคื™ื™ื ืืœื” ื”ื™ื ืœื—ืœื•ื˜ื™ืŸ ืœึนื ืžึทื–ึดื™ืง. ืœื ืฉื•ื•ื” ืืช ื”ื–ืžืŸ ื•ื”ืžืืžืฅ ืœืฉื›ืชื‘ ืืช ื”ืงื•ื“ ื”ื–ื”, ื•ืชื•ื“ื” ืœืœืืจื™ ืืœื™ืกื•ืŸ (ื›ื ืจืื”) ืฉืื•ืจืงืœ ืœื ื”ื›ืจื™ื—ื” ืื•ืชื™ ืœืฉื›ืชื‘ ืื•ืชื•.

ืื•ืจืงืœ ื›ื ืจืื” ืžื‘ื™ื ื” ื’ื ื‘ืคืœื˜ืคื•ืจืžื•ืช. ืžื™ ื™ื•ื“ืข.

ื ื™ืชืŸ ืœืžืฆื•ื ืขื“ื•ื™ื•ืช ื‘ื›ืœ ื”ืœื™ื‘ื” ืฉืœ ืžืžืฉืงื™ ื”-API ืฉืœ Java, ื”ื–ืจื•ืขื™ื ื’ืœื™ื ืฉืœ ื”ืชื™ื™ืฉื ื•ืช, ื›ืžื• ืงื•ื•ื™ื ืฉืœ ืงืจื—ื•ืŸ ื‘ืงื ื™ื•ืŸ. ืืชื” ื™ื›ื•ืœ ืœืžืฆื•ื ื‘ืงืœื•ืช ื—ืžื™ืฉื” ืื• ืฉื™ืฉื” ืžื ื”ืœื™ ื ื™ื•ื•ื˜ ืฉื•ื ื™ื ื‘ืžืงืœื“ืช (KeyboardFocusManager) ื‘ืกืคืจื™ื™ืช Java Swing. ืœืžืขืฉื” ืงืฉื” ืœืžืฆื•ื Java API ืฉืœื ื”ื•ืฆื ืžืฉื™ืžื•ืฉ. ืื‘ืœ ื”ื ืขื“ื™ื™ืŸ ืขื•ื‘ื“ื™ื! ืื ื™ ื—ื•ืฉื‘ ืฉืฆื•ื•ืช Java ื™ืกื™ืจ ื‘ืืžืช API ืจืง ืื ื”ืžืžืฉืง ืžื”ื•ื•ื” ื‘ืขื™ื™ืช ืื‘ื˜ื—ื” ื‘ื•ืœื˜ืช.

ื”ื ื” ื”ืขื ื™ื™ืŸ, ืื ืฉื™ื: ื›ื•ืœื ื• ืžืคืชื—ื™ ื”ืชื•ื›ื ื” ืขืกื•ืงื™ื ืžืื•ื“, ื•ื‘ื›ืœ ืชื—ื•ื ืฉืœ ืชื•ื›ื ื” ืื ื• ืขื•ืžื“ื™ื ื‘ืคื ื™ ืืœื˜ืจื ื˜ื™ื‘ื•ืช ืžืชื—ืจื•ืช. ื‘ื›ืœ ื–ืžืŸ ื ืชื•ืŸ, ืžืชื›ื ืชื™ื ื‘ืฉืคื” X ืฉื•ืงืœื™ื ืืช ืฉืคื” Y ื›ืชื—ืœื™ืฃ ืืคืฉืจื™. ืื”, ืืชื” ืœื ืžืืžื™ืŸ ืœื™? ืืชื” ืจื•ืฆื” ืœืงืจื•ื ืœื–ื” ืกื•ื•ื™ืคื˜? ื›ืื™ืœื•, ื›ื•ืœื ืžื”ื’ืจื™ื ืœืกื•ื•ื™ืคื˜ ื•ืืฃ ืื—ื“ ืœื ื ื•ื˜ืฉ ืืช ื–ื”, ื ื›ื•ืŸ? ื•ื•ืื•, ื›ืžื” ืžืขื˜ ืืชื” ื™ื•ื“ืข. ื—ื‘ืจื•ืช ืกื•ืคืจื•ืช ืืช ื”ืขืœื•ื™ื•ืช ืฉืœ ืฆื•ื•ืชื™ ืคื™ืชื•ื— ื ื™ื™ื“ื™ื ื›ืคื•ืœื™ื (iOS ื•ืื ื“ืจื•ืื™ื“) - ื•ื”ืŸ ืžืชื—ื™ืœื•ืช ืœื”ื‘ื™ืŸ ืฉืื•ืชืŸ ืžืขืจื›ื•ืช ืคื™ืชื•ื— ื—ื•ืฆื•ืช-ืคืœื˜ืคื•ืจืžื•ืช ืขื ืฉืžื•ืช ืžืฆื—ื™ืงื™ื ื›ืžื• Flutter ื•-React Native ืื›ืŸ ืขื•ื‘ื“ื•ืช ื•ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ื›ื“ื™ ืœื”ืงื˜ื™ืŸ ืืช ื’ื•ื“ืœืŸ. ืฆื•ื•ืชื™ื ื ื™ื™ื“ื™ื ืคืขืžื™ื™ื ืื• ืœื”ื™ืคืš, ืœื”ืคื•ืš ืื•ืชื ืœืคืจื•ื“ื•ืงื˜ื™ื‘ื™ื™ื ืคื™ ืฉื ื™ื™ื. ื™ืฉ ื›ืกืฃ ืืžื™ืชื™ ืขืœ ื›ืฃ ื”ืžืื–ื ื™ื™ื. ื›ืŸ, ื™ืฉ ืคืฉืจื•ืช, ืื‘ืœ, ืžืฆื“ ืฉื ื™, ื›ืกืฃ.

ื”ื‘ื” ื ื ื™ื— ื‘ืื•ืคืŸ ื”ื™ืคื•ืชื˜ื™ ืฉืืคืœ ืœืงื—ื” ืจืžื– ืžื’ื™ื“ื• ื•ืืŸ ืจื•ืกื•ื ื‘ื˜ื™ืคืฉื•ืช ื•ื”ื›ืจื™ื–ื” ืฉ- Swift 6.0 ืื™ื ื• ืชื•ืื ืœืื—ื•ืจ ืขื Swift 5.0, ื‘ื“ื•ืžื” ืœ- Python 3 ืื™ื ื• ืชื•ืื ืœืคื™ื™ืชื•ืŸ 2.

ืกื‘ื™ืจ ืœื”ื ื™ื— ืฉืกื™ืคืจืชื™ ืืช ื”ืกื™ืคื•ืจ ื”ื–ื” ืœืคื ื™ ื›ืขืฉืจ ืฉื ื™ื, ืื‘ืœ ืœืคื ื™ ื›ื—ืžืฉ ืขืฉืจื” ืฉื ื” ื”ืœื›ืชื™ ืœืžื—ื ื” ืคื• ืฉืœ ืื•ืจื™ื™ืœื™ ืขื ื’ื•ื•ื™ื“ื•, ื™ืฉื‘ืชื™ ื‘ืื•ื”ืœ ืขื ืคื•ืœ ื’ืจื”ื ื•ื—ื‘ื•ืจื” ืฉืœ ืฉื—ืงื ื™ื ื’ื“ื•ืœื™ื. ื™ืฉื‘ื ื• ื‘ื—ื•ื ื”ืœื•ื”ื˜ ื•ื—ื™ื›ื™ื ื• ืฉืœืืจื™ ืคื™ื™ื’' ื™ืขื•ืฃ ื”ื—ื•ืฆื” ื‘ืžืกื•ืง ื”ืื™ืฉื™ ืฉืœื• ื‘ื–ืžืŸ ืฉื’ื•ื™ื“ื• ืจื—ืฃ ืขืœ "ืคื™ื™ืชื•ืŸ 3000", ืฉื”ื•ื ืงืจื ืœื• ืขืœ ืฉื ืžืกืคืจ ื”ืฉื ื™ื ืฉื™ื™ืงื— ืขื“ ืฉื›ื•ืœื ื™ืขื‘ืจื• ืœืฉื. ื›ืœ ื”ื–ืžืŸ ืฉืืœื ื• ืื•ืชื• ืœืžื” ื”ื•ื ืฉื•ื‘ืจ ืืช ื”ืชืื™ืžื•ืช, ื•ื”ื•ื ืขื ื”: "ื™ื•ื ื™ืงื•ื“". ื•ืฉืืœื ื•, ืื ื ืฆื˜ืจืš ืœืฉื›ืชื‘ ืืช ื”ืงื•ื“ ืฉืœื ื•, ืื™ืœื• ื™ืชืจื•ื ื•ืช ื ื•ืกืคื™ื ื”ื™ื™ื ื• ืจื•ืื™ื? ื•ื”ื•ื ืขื ื” "ื™ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื•ื• dat dat datรคr dat)

ืื ืชืชืงื™ืŸ ืืช Google Cloud Platform SDK ("gcloud"), ืชืงื‘ืœ ืืช ื”ื”ื•ื“ืขื” ื”ื‘ืื”:

ื ืžืขืŸ ื™ืงืจ,

ื‘ืจืฆื•ื ื ื• ืœื”ื–ื›ื™ืจ ืœื›ื ืฉื”ืชืžื™ื›ื” ื‘-Python 2 ื”ื•ืฆืื” ืžืฉื™ืžื•ืฉ, ืื– ืชื–ื“ื™ื™ืŸ

โ€ฆ ื•ื›ื•ืœื™. ืžืขื’ืœ ื”ื—ื™ื™ื.

ืื‘ืœ ื”ื ืงื•ื“ื” ื”ื™ื ืฉืœื›ืœ ืžืคืชื— ื™ืฉ ื‘ื—ื™ืจื”. ื•ืื ืชื›ืจื™ื— ืื•ืชื ืœืฉื›ืชื‘ ืืช ื”ืงื•ื“ ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืžืกืคื™ืง, ื”ื ืขืฉื•ื™ื™ื ืœื—ืฉื•ื‘ ืขืœ ื–ื” ืื—ืจื™ื ืืคืฉืจื•ื™ื•ืช. ื”ื ืœื ื‘ื ื™ ื”ืขืจื•ื‘ื” ืฉืœืš, ืœื ืžืฉื ื” ื›ืžื” ืชืจืฆื” ืฉื”ื ื™ื”ื™ื•. ื”ื ื”ืื•ืจื—ื™ื ืฉืœืš. Python ื”ื™ื ืขื“ื™ื™ืŸ ืฉืคืช ืชื›ื ื•ืช ืžืื•ื“ ืคื•ืคื•ืœืจื™ืช, ืื‘ืœ ืœืขื–ืื–ืœ, Python 3(000) ื™ืฆืจื” ื‘ืœืื’ืŸ ื›ื–ื” ื‘ืขืฆืžื•, ื‘ืงื”ื™ืœื•ืช ืฉืœื” ื•ื‘ืงืจื‘ ื”ืžืฉืชืžืฉื™ื ื‘ืงื”ื™ืœื•ืช ืฉืœื”, ืฉื”ื”ืฉืœื›ื•ืช ืœื ื”ืชื‘ื”ืจื• ื›ื‘ืจ ื—ืžืฉ ืขืฉืจื” ืฉื ื”.

ื›ืžื” ืชื•ื›ื ื™ื•ืช Python ื ื›ืชื‘ื• ืžื—ื“ืฉ ื‘-Go (ืื• Ruby ืื• ื—ืœื•ืคื” ืื—ืจืช) ื‘ื’ืœืœ ื—ื•ืกืจ ื”ื”ืชืืžื” ืœืื—ื•ืจ? ื›ืžื” ืชื•ื›ื ื” ื—ื“ืฉื” ื ื›ืชื‘ื” ื‘ืžืฉื”ื• ืื—ืจ ืžืœื‘ื“ Python, ืœืžืจื•ืช ืฉื–ื” ื™ื›ื•ืœ ืœื”ื™ื•ืช ื›ืชื•ื‘ ื‘ืคื™ื™ืชื•ืŸ, ืื ื’ื•ื™ื“ื• ืœื ื”ื™ื” ืฉืจืฃ ืืช ื›ืœ ื”ื›ืคืจ? ืงืฉื” ืœื•ืžืจ, ืื‘ืœ ื‘ืจื•ืจ ืฉืคื™ื™ื˜ื•ืŸ ืกื‘ืœ. ื–ื” ื‘ืœืื’ืŸ ืขื ืง ื•ื›ื•ืœื ืžืคืกื™ื“ื™ื.

ืื– ื ื ื™ื— ืฉืืคืœ ืœื•ืงื—ืช ืจืžื– ืžื’ืื™ื“ื• ื•ืฉื•ื‘ืจืช ืืช ื”ืชืื™ืžื•ืช. ืžื” ืœื“ืขืชืš ื™ืงืจื” ื‘ื”ืžืฉืš? ื•ื‘ื›ืŸ, ืื•ืœื™ 80-90% ืžื”ืžืคืชื—ื™ื ื™ืฉื›ืชื‘ื• ืžื—ื“ืฉ ืืช ื”ืชื•ื›ื ื” ืฉืœื”ื ืื ืืคืฉืจ. ื‘ืžื™ืœื™ื ืื—ืจื•ืช, 10-20% ืžื‘ืกื™ืก ื”ืžืฉืชืžืฉื™ื ืขื•ื‘ืจื™ื ืื•ื˜ื•ืžื˜ื™ืช ืœืฉืคื” ืžืชื—ืจื” ื›ืœืฉื”ื™, ื›ืžื• Flutter.

ืขืฉื” ื–ืืช ืžืกืคืจ ืคืขืžื™ื ื•ืชืื‘ื“ ืžื—ืฆื™ืช ืžื‘ืกื™ืก ื”ืžืฉืชืžืฉื™ื ืฉืœืš. ื‘ื“ื™ื•ืง ื›ืžื• ื‘ืกืคื•ืจื˜, ื‘ืขื•ืœื ื”ืชื›ื ื•ืช, ื’ื ื”ืฆื•ืจื” ื”ื ื•ื›ื—ื™ืช ื—ืฉื•ื‘ื”. ะฒัั‘. ื›ืœ ืžื™ ืฉืžืื‘ื“ ืžื—ืฆื™ืช ืžื”ืžืฉืชืžืฉื™ื ืฉืœื• ื‘ื—ืžืฉ ืฉื ื™ื ื™ื™ื—ืฉื‘ ืœ-Big Fat Loser. ืืชื” ื—ื™ื™ื‘ ืœื”ื™ื•ืช ื˜ืจื ื“ื™ ื‘ืขื•ืœื ื”ืคืœื˜ืคื•ืจืžื•ืช. ืื‘ืœ ื–ื” ื”ืžืงื•ื ืฉื‘ื• ืื™ ืชืžื™ื›ื” ื‘ื’ืจืกืื•ืช ื™ืฉื ื•ืช ื™ื•ืชืจ ื™ื”ืจื•ืก ืœืš ืขื ื”ื–ืžืŸ. ื›ื™ ื‘ื›ืœ ืคืขื ืฉืืชื” ื ืคื˜ืจ ืžื›ืžื” ืžืคืชื—ื™ื, ืืชื” (ื) ืžืื‘ื“ ืื•ืชื ืœื ืฆื— ื›ื™ ื”ื ื›ื•ืขืกื™ื ืขืœื™ืš ืขืœ ื”ืคืจืช ื”ื—ื•ื–ื”, ื•-(ื‘) ืžื•ืกืจ ืื•ืชื ืœืžืชื—ืจื™ื ืฉืœืš.

ืœืžืจื‘ื” ื”ืื™ืจื•ื ื™ื”, ื’ื ืขื–ืจืชื™ ืœื’ื•ื’ืœ ืœื”ืคื•ืš ืœืคืจื™ืžื“ื•ื ื” ื›ื–ื• ืฉืžืชืขืœืžืช ืžืชืื™ืžื•ืช ืœืื—ื•ืจ ื›ืฉื™ืฆืจืชื™ ืืช Grok, ืžืขืจื›ืช ื ื™ืชื•ื— ื•ื”ื‘ื ืช ืงื•ื“ ืžืงื•ืจ ืฉืžืงืœื” ืœื‘ืฆืข ืื•ื˜ื•ืžืฆื™ื” ื•ืžื›ืฉื™ืจ ืฉืœ ื”ืงื•ื“ ืขืฆืžื• - ื‘ื“ื•ืžื” ืœ-IDE, ืื‘ืœ ื›ืืŸ ืžืื—ืกื ื™ื ืฉื™ืจื•ืชื™ ื”ืขื ืŸ ื™ื™ืฆื•ื’ื™ื ื”ืชืžืžืฉื• ืฉืœ ื›ืœ ืžื™ืœื™ืืจื“ื™ ื”ืฉื•ืจื•ืช ืฉืœ ืงื•ื“ ื”ืžืงื•ืจ ืฉืœ Google ื‘ืžื—ืกืŸ ื ืชื•ื ื™ื ื’ื“ื•ืœ.

Grok ืกื™ืคืงื” ืœื’ื•ื’ืœืจื™ื ืžืกื’ืจืช ืจื‘ืช ืขื•ืฆืžื” ืœื‘ื™ืฆื•ืข ืจื™ืคืงื˜ื•ืจื™ื ืื•ื˜ื•ืžื˜ื™ื™ื ืขืœ ืคื ื™ ื›ืœ ื‘ืกื™ืก ื”ืงื•ื“ ืฉืœื”ื (ืžืžืฉ ื‘ื›ืœ Google). ื”ืžืขืจื›ืช ืžื—ืฉื‘ืช ืœื ืจืง ืืช ื”ืชืœื•ืช ืฉืœืš ื‘ืžืขืœื” ื”ื–ืจื (ื‘ื” ืืชื” ืชืœื•ื™), ืืœื ื’ื ื‘ึผึฐืžื•ึนืจึทื“ ื”ึทื–ึถืจึถื (ืฉื”ื ืชืœื•ื™ื™ื ื‘ืš) ืื– ื›ืฉืืชื” ืžืฉื ื” ืžืžืฉืงื™ API ืืชื” ืžื›ื™ืจ ืืช ื›ืœ ืžื™ ืฉืืชื” ืฉื•ื‘ืจ! ื›ืš, ื›ืฉืืชื” ืžื‘ืฆืข ืฉื™ื ื•ื™ื™ื, ืืชื” ื™ื›ื•ืœ ืœื•ื•ื“ื ืฉื›ืœ ืฆืจื›ืŸ ืฉืœ ื”-API ืฉืœืš ื”ืชืขื“ื›ืŸ ืœื’ืจืกื” ื”ื—ื“ืฉื”, ื•ื‘ืžืฆื™ืื•ืช, ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืขื ื”ื›ืœื™ Rosie ืฉื”ื ื›ืชื‘ื•, ืืชื” ื™ื›ื•ืœ ืœื”ืคื•ืš ืืช ื”ืชื”ืœื™ืš ืœืื•ื˜ื•ืžื˜ื™ ืœื—ืœื•ื˜ื™ืŸ.

ื–ื” ืžืืคืฉืจ ืœื‘ืกื™ืก ื”ืงื•ื“ ืฉืœ ื’ื•ื’ืœ ืœื”ื™ื•ืช ืคื ื™ืžื™ ื›ืžืขื˜ ื ืงื™ ื‘ืื•ืคืŸ ืขืœ-ื˜ื‘ืขื™, ืžื›ื™ื•ื•ืŸ ืฉืžืฉืจืชื™ื ืจื•ื‘ื•ื˜ื™ื™ื ืืœื” ืžืกืชื•ื‘ื‘ื™ื ื‘ื‘ื™ืช ื•ืžื ืงื™ื ื”ื›ืœ ื‘ืื•ืคืŸ ืื•ื˜ื•ืžื˜ื™ ืื ื™ืฉื ื• ืืช ื”ืฉื ืฉืœ SomeDespicablyLongFunctionName ืœ-SomeDespicablyLongMethodName ื›ื™ ืžื™ืฉื”ื• ื”ื—ืœื™ื˜ ืฉื–ื” ื ื›ื“ ืžื›ื•ืขืจ ื•ืืช ื”ืฆืจื›ื™ื ืฉืœื• ืœื”ืจื“ื™ื.

ื•ืœืžืขืŸ ื”ืืžืช, ื–ื” ืขื•ื‘ื“ ื“ื™ ื˜ื•ื‘ ืขื‘ื•ืจ ื’ื•ื’ืœ... ืคื ื™ืžื™ืช. ื›ืœื•ืžืจ, ื›ืŸ, ืงื”ื™ืœืช Go ื‘ื’ื•ื’ืœ ืื›ืŸ ืฆื•ื—ืงืช ื˜ื•ื‘ ืขื ืงื”ื™ืœืช ื’'ืื•ื•ื” ื‘ื’ื•ื’ืœ ื‘ื’ืœืœ ื”ื”ืจื’ืœ ืฉืœื”ื ืœืจืคืงื˜ื•ืจ ืžืชืžืฉืš. ืื ืืชื” ืžืคืขื™ืœ ืžื—ื“ืฉ ืžืฉื”ื• N ืคืขืžื™ื, ื–ื” ืื•ืžืจ ืฉืœื ืจืง ื“ืคืงืช ืื•ืชื• N-1 ืคืขืžื™ื, ืืœื ืœืื—ืจ ื–ืžืŸ ืžื” ื“ื™ ื‘ืจื•ืจ ืฉื›ื ืจืื” ืคื™ืฉืœืช ืื•ืชื• ื’ื ื‘ื ื™ืกื™ื•ืŸ ื”-N. ืื‘ืœ, ื‘ื’ื“ื•ืœ, ื”ื ื ืฉืืจื™ื ืžืขืœ ื›ืœ ื”ืžื”ื•ืžื” ื”ื–ื• ื•ืฉื•ืžืจื™ื ืขืœ ื”ืงื•ื“ "ื ืงื™".

ื”ื‘ืขื™ื” ืžืชื—ื™ืœื” ื›ืฉื”ื ืžื ืกื™ื ืœื›ืคื•ืช ืืช ื”ื’ื™ืฉื” ื”ื–ื• ืขืœ ืœืงื•ื—ื•ืช ื”ืขื ืŸ ืฉืœื”ื ื•ืžืฉืชืžืฉื™ื ื‘ืžืžืฉืงื™ API ืื—ืจื™ื.

ื”ืฆื’ืชื™ ืœื›ื ืงืฆืช ืืช Emacs, Android ื•-Java; ื‘ื•ืื• ื ืกืชื›ืœ ืขืœ ื”ืคืœื˜ืคื•ืจืžื” ื”ืžืฆืœื™ื—ื” ื”ืื—ืจื•ื ื” ืืจื•ื›ืช ื—ื™ื™ื: ื”ืื™ื ื˜ืจื ื˜ ืขืฆืžื•. ื”ืื ืืชื” ื™ื›ื•ืœ ืœื“ืžื™ื™ืŸ ื›ืžื” ืื™ื˜ืจืฆื™ื•ืช ืขื‘ืจ HTTP ืžืื– 1995 ื›ืฉื”ืฉืชืžืฉื ื• ื‘ืชื’ื™ื•ืช ืžื”ื‘ื”ื‘ื•ืช? ื•ืกืžืœื™ื ืฉืœ "ื‘ื‘ื ื™ื™ื”" ื‘ื“ืคื™ ืื™ื ื˜ืจื ื˜.

ืื‘ืœ ื–ื” ืขื“ื™ื™ืŸ ืขื•ื‘ื“! ื•ื”ื“ืคื™ื ื”ืืœื” ืขื“ื™ื™ืŸ ืขื•ื‘ื“ื™ื! ื›ืŸ, ื—ื‘ืจ'ื”, ื”ื“ืคื“ืคื ื™ื ื”ื ืืœื•ืคื™ ื”ืขื•ืœื ื‘ืชืื™ืžื•ืช ืœืื—ื•ืจ. ื›ืจื•ื ื”ื•ื ื“ื•ื’ืžื” ื ื•ืกืคืช ืœืคืœื˜ืคื•ืจืžืช ื’ื•ื’ืœ ื”ื ื“ื™ืจื” ืฉืจืืฉื™ื” ืžื•ื‘ืจื’ื™ื ื›ื”ืœื›ื”, ื•ื›ืคื™ ืฉืื•ืœื™ ื ื™ื—ืฉืชื, ื›ืจื•ื ืคื•ืขืœืช ืœืžืขืฉื” ื›ื—ื‘ืจื” ื‘ืืจื’ื– ื—ื•ืœ ื ืคืจื“ืช ืžืฉืืจ ื’ื•ื’ืœ.

ืื ื™ ื’ื ืจื•ืฆื” ืœื”ื•ื“ื•ืช ืœื—ื‘ืจื™ื ืฉืœื ื• ื‘ืžืคืชื—ื™ ืžืขืจื›ื•ืช ื”ื”ืคืขืœื”: Windows, Linux, NOT APPLE FUCK YOU APPLE, FreeBSD ื•ื›ื•', ืขืœ ืฉื”ื ืขื•ืฉื™ื ืขื‘ื•ื“ื” ื›ืœ ื›ืš ื ื”ื“ืจืช ืฉืœ ืชืื™ืžื•ืช ืœืื—ื•ืจ ื‘ืคืœื˜ืคื•ืจืžื•ืช ื”ืžื•ืฆืœื—ื•ืช ืฉืœื”ื (ืืคืœ ืžืงื‘ืœืช C ื‘ืžืงืจื” ื”ื˜ื•ื‘ ืขื The ื”ื—ื™ืกืจื•ืŸ ื”ื•ื ืฉื”ื ืฉื•ื‘ืจื™ื ื”ื›ืœ ื›ืœ ื”ื–ืžืŸ ืœืœื ืกื™ื‘ื” ืžื•ืฆื“ืงืช, ืื‘ืœ ืื™ื›ืฉื”ื• ื”ืงื”ื™ืœื” ืขื•ืงืคืช ืืช ื–ื” ืขื ื›ืœ ืžื”ื“ื•ืจื”, ื•ืžื›ื•ืœื•ืช OS X ืขื“ื™ื™ืŸ ืœื ืžื™ื•ืฉื ื•ืช ืœื’ืžืจื™... ืขื“ื™ื™ืŸ).

ืื‘ืœ ืจื’ืข, ืืชื” ืื•ืžืจ. ื”ืื ืื ื—ื ื• ืœื ืžืฉื•ื•ื™ื ืชืคื•ื—ื™ื ืœืชืคื•ื–ื™ื - ืžืขืจื›ื•ืช ืชื•ื›ื ื” ืขืฆืžืื™ื•ืช ื‘ืžื›ื•ื ื” ืื—ืช ื›ืžื• Emacs/JDK/Android/Chrome ืœืขื•ืžืช ืžืขืจื›ื•ืช ืจื™ื‘ื•ื™ ืฉืจืชื™ื ื•ืžืžืฉืงื™ API ื›ืžื• ืฉื™ืจื•ืชื™ ืขื ืŸ?

ื•ื‘ื›ืŸ, ืฆื™ื™ืฆืชื™ ืขืœ ื–ื” ืืชืžื•ืœ, ืื‘ืœ ื‘ืกื’ื ื•ืŸ ืฉืœ ืœืืจื™ ื•ื•ืœ (ื™ื•ืฆืจ ืฉืคืช ื”ืชื›ื ื•ืช Perl - ื‘ืขืจืš ืœื›ืœ) ืขืœ ืขื™ืงืจื•ืŸ "ืžื‘ืืก/ื—ื•ืงื™ื" ื—ื™ืคืฉืชื™ ืืช ื”ืžื™ืœื” ื”ื•ืฆื ืžืฉื™ืžื•ืฉ ื‘ืืชืจื™ ื”ืžืคืชื—ื™ื ืฉืœ ื’ื•ื’ืœ ื•ืืžื–ื•ืŸ. ื•ืœืžืจื•ืช ืฉื™ืฉ ืœ-AWS ืžืื•ืช ืคื™ ื™ื•ืชืจ ืžื”ื™ืฆืข ื”ืฉื™ืจื•ืชื™ื ืžืืฉืจ GCP, ืชื™ืขื•ื“ ื”ืžืคืชื—ื™ื ืฉืœ Google ืžื–ื›ื™ืจ ื”ื•ืฆืื” ืžืฉื™ืžื•ืฉ ื‘ืขืจืš ืคื™ ืฉื‘ืขื” ื™ื•ืชืจ.

ืื ืžื™ืฉื”ื• ื‘ื’ื•ื’ืœ ืงื•ืจื ืืช ื–ื”, ื”ื•ื ื›ื ืจืื” ืžื•ื›ืŸ ืœืฉืœื•ืฃ ืชืจืฉื™ืžื™ื ื‘ืกื’ื ื•ืŸ ื“ื•ื ืœื“ ื˜ืจืืžืค ื”ืžืจืื™ื ืฉื”ื ืœืžืขืฉื” ืขื•ืฉื™ื ื”ื›ืœ ื ื›ื•ืŸ, ื•ืฉืื ื™ ืœื ืฆืจื™ืš ืœืขืฉื•ืช ื”ืฉื•ื•ืื•ืช ืœื ื”ื•ื’ื ื•ืช ื›ืžื• "ืžืกืคืจ ืื–ื›ื•ืจื™ื ืฉืœ ื”ืžื™ืœื” ื”ื•ืฆืื” ืžืฉื™ืžื•ืฉ ืœืขื•ืžืช ืžืกืคืจ ืฉื™ืจื•ืชื™ื" "

ืื‘ืœ ืื—ืจื™ ื›ืœ ื”ืฉื ื™ื ื”ืืœื”, ื’ื•ื’ืœ ืงืœืื•ื“ ื”ื•ื ืขื“ื™ื™ืŸ ื”ืฉื™ืจื•ืช ืžืกืคืจ 3 (ืžืขื•ืœื ืœื ื›ืชื‘ืชื™ ืžืืžืจ ืขืœ ื”ื ื™ืกื™ื•ืŸ ื”ื›ื•ืฉืœ ืœื”ืคื•ืš ืœืžืงื•ื 2), ืื‘ืœ ืื ืœื”ืืžื™ืŸ ืœืžืงื•ืจื‘ื™ื, ื™ืฉ ื›ืžื” ื—ืฉืฉื•ืช ืฉื”ื ืขืœื•ืœื™ื ืœืจื“ืช ื‘ืงืจื•ื‘ ืœ- ืžืก' 4.

ืื™ืŸ ืœื™ ื˜ื™ืขื•ื ื™ื ืžืฉื›ื ืขื™ื "ืœื”ื•ื›ื™ื—" ืืช ื”ืชื–ื” ืฉืœื™. ื›ืœ ืžื” ืฉื™ืฉ ืœื™ ื”ืŸ ื”ื“ื•ื’ืžืื•ืช ื”ืฆื‘ืขื•ื ื™ื•ืช ืฉืฆื‘ืจืชื™ ื‘ืžืฉืš 30 ืฉื ื” ื›ืžืคืชื—. ื›ื‘ืจ ื”ื–ื›ืจืชื™ ืืช ื”ืื•ืคื™ ื”ืคื™ืœื•ืกื•ืคื™ ื”ืขืžื•ืง ืฉืœ ื‘ืขื™ื” ื–ื•; ื‘ืžื•ื‘ื ื™ื ืžืกื•ื™ืžื™ื ื–ื” ืคื•ืœื™ื˜ื™ ื‘ืงื”ื™ืœื•ืช ืžืคืชื—ื™ื. ื™ืฉ ื”ืžืืžื™ื ื™ื ื‘ื›ืš ื™ื•ืฆืจื™ื ืคืœื˜ืคื•ืจืžื•ืช ืฆืจื™ื›ื•ืช ืœื“ืื•ื’ ืœืชืื™ืžื•ืช, ื‘ืขื•ื“ ืฉืื—ืจื•ืช ื—ื•ืฉื‘ื•ืช ืฉื–ื” ื—ืฉืฉ ืžืฉืชืžืฉ (ื”ืžืคืชื—ื™ื ืขืฆืžื). ืื—ื“ ืžืชื•ืš ืฉื ื™ื™ื. ืื›ืŸ, ื”ืื ื–ื• ืœื ืกื•ื’ื™ื” ืคื•ืœื™ื˜ื™ืช ื›ืืฉืจ ืื ื• ืžื—ืœื™ื˜ื™ื ืžื™ ืฆืจื™ืš ืœืฉืืช ื‘ืขืœื•ื™ื•ืช ื”ื‘ืขื™ื•ืช ื”ื ืคื•ืฆื•ืช?

ืื– ื–ื• ืคื•ืœื™ื˜ื™ืงื”. ื•ื›ื ืจืื” ืฉื™ื”ื™ื• ืชื’ื•ื‘ื•ืช ื ื–ืขืžื•ืช ืœื ืื•ื ืฉืœื™.

ื›ืžื• ืžืฉืชืžืฉ Google Cloud Platform, ื•ื›ืžืฉืชืžืฉ AWS ื‘ืžืฉืš ืฉื ืชื™ื™ื (ืชื•ืš ื›ื“ื™ ืขื‘ื•ื“ื” ืขื‘ื•ืจ Grab), ืื ื™ ื™ื›ื•ืœ ืœื•ืžืจ ืฉื™ืฉ ื”ื‘ื“ืœ ืขืฆื•ื ื‘ื™ืŸ ื”ืคื™ืœื•ืกื•ืคื™ื•ืช ืฉืœ ืืžื–ื•ืŸ ืœื’ื•ื’ืœ ื‘ื›ืœ ื”ื ื•ื’ืข ืœืกื“ืจื™ ืขื“ื™ืคื•ื™ื•ืช. ืื ื™ ืœื ืžืคืชื— ื‘ืื•ืคืŸ ืคืขื™ืœ ื‘-AWS, ืื– ืื ื™ ืœื ื™ื•ื“ืข ื›ืœ ื›ืš ื‘ืื™ื–ื• ืชื“ื™ืจื•ืช ื”ื ืžืกื™ืจื™ื ืžืžืฉืงื™ API ื™ืฉื ื™ื. ืื‘ืœ ื™ืฉ ื—ืฉื“ ืฉื–ื” ืœื ืงื•ืจื” ื›ืžืขื˜ ื‘ืื•ืชื” ืชื“ื™ืจื•ืช ื›ืžื• ื‘ื’ื•ื’ืœ. ื•ืื ื™ ื‘ืืžืช ืžืืžื™ืŸ ืฉื”ืžืงื•ืจ ื”ื–ื” ืœืžื—ืœื•ืงืช ื•ืชืกื›ื•ืœ ืžืชืžื™ื“ื™ื ื‘-GCP ื”ื•ื ืื—ื“ ื”ื’ื•ืจืžื™ื ื”ื’ื“ื•ืœื™ื ื‘ื™ื•ืชืจ ื”ืžืขื›ื‘ื™ื ืืช ื”ืชืคืชื—ื•ืช ื”ืคืœื˜ืคื•ืจืžื”.

ืื ื™ ื™ื•ื“ืข ืฉืœื ืฆื™ื™ื ืชื™ ื“ื•ื’ืžืื•ืช ืกืคืฆื™ืคื™ื•ืช ืœืžืขืจื›ื•ืช GCP ืฉืื™ื ืŸ ื ืชืžื›ื•ืช ืขื•ื“. ืื ื™ ื™ื›ื•ืœ ืœื•ืžืจ ืฉื›ืžืขื˜ ื›ืœ ืžื” ืฉื”ืฉืชืžืฉืชื™ ื‘ื•, ืžืจืฉืชื•ืช (ืžื”ืขืชื™ืงื•ืช ื•ืขื“ VPC) ื•ืขื“ ืœืื—ืกื•ืŸ (Cloud SQL v1-v2), Firebase (ืขื›ืฉื™ื• Firestore ืขื API ืฉื•ื ื” ืœื’ืžืจื™), App Engine (ื‘ื•ื ืœื ื ืชื—ื™ืœ ืืคื™ืœื•) , ื ืงื•ื“ื•ืช ืงืฆื” ื‘ืขื ืŸ Cloud Endpoint ื•ืขื“... ืื ื™ ืœื ื™ื•ื“ืข - ืœื—ืœื•ื˜ื™ืŸ ืืช ื›ืœ ื–ื” ืื™ืœืฆื• ืื•ืชืš ืœืฉื›ืชื‘ ืืช ื”ืงื•ื“ ืœืื—ืจ ืžืงืกื™ืžื•ื 2-3 ืฉื ื™ื, ื•ื”ื ืžืขื•ืœื ืœื ื”ืคื›ื• ืืช ื”ื”ืขื‘ืจื” ืื•ื˜ื•ืžื˜ื™ืช ืขื‘ื•ืจืš, ื•ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืœื ื”ื™ื” ื ืชื™ื‘ ื”ื’ื™ืจื” ืžืชื•ืขื“ ื›ืœืœ. ื›ืื™ืœื• ื–ื” ื”ื™ื” ืืžื•ืจ ืœื”ื™ื•ืช ื›ืš.

ื•ื‘ื›ืœ ืคืขื ืฉืื ื™ ืžืกืชื›ืœ ืขืœ AWS, ืื ื™ ืฉื•ืืœ ืืช ืขืฆืžื™ ืœืžื” ืœืขื–ืื–ืœ ืื ื™ ืขื“ื™ื™ืŸ ื‘-GCP. ื‘ืจื•ืจ ืฉื”ื ืœื ืฆืจื™ื›ื™ื ืœืงื•ื—ื•ืช. ื”ื ืฆืจื™ื›ื™ื ืงื•ื ื™ื. ืืชื” ืžื‘ื™ืŸ ืืช ื”ื”ื‘ื“ืœ? ื”ืจืฉื” ืœื™ ืœื”ืกื‘ื™ืจ.

ืœ-Google Cloud ื™ืฉ Marketplace, ืฉื ืื ืฉื™ื ืžืฆื™ืขื™ื ืืช ืคืชืจื•ื ื•ืช ื”ืชื•ื›ื ื” ืฉืœื”ื, ื•ื›ื“ื™ ืœื”ื™ืžื ืข ืžืืคืงื˜ ื”ืžืกืขื“ื” ื”ืจื™ืงื”, ื”ื ื”ื™ื• ืฆืจื™ื›ื™ื ืœืžืœื ืื•ืชื• ื‘ื›ืžื” ื”ืฆืขื•ืช, ืื– ื”ื ื”ืชืงืฉืจื• ืขื ื—ื‘ืจื” ื‘ืฉื Bitnami ื›ื“ื™ ืœื™ืฆื•ืจ ื—ื‘ื•ืจื” ืฉืœ ืคืชืจื•ื ื•ืช ืฉื ืคืจืกื™ื ื‘"ืœื—ื™ืฆื” ืื—ืช", ืื• ืฉืฆืจื™ืš ืื ื™ ื›ื•ืชื‘ ืืช ื–ื” ื‘ืขืฆืžื™ "ืคืชืจื•ื ื•ืช", ื›ื™ ืืœื” ืœื ืคื•ืชืจื™ื ืฉื•ื ื“ื‘ืจ. ื”ื ืคืฉื•ื˜ ืงื™ื™ืžื™ื ื›ืชื™ื‘ื•ืช ืกื™ืžื•ืŸ, ื›ื—ื•ืžืจ ืžื™ืœื•ื™ ืฉื™ื•ื•ืงื™, ื•ืœื’ื•ื’ืœ ืžืขื•ืœื ืœื ื”ื™ื” ืื›ืคืช ืื ื›ืœ ืื—ื“ ืžื”ื›ืœื™ื ืื›ืŸ ืขื•ื‘ื“. ืื ื™ ืžื›ื™ืจ ืžื ื”ืœื™ ืžื•ืฆืจ ืฉื”ื™ื• ื‘ืžื•ืฉื‘ ื”ื ื”ื’, ื•ืื ื™ ื™ื›ื•ืœ ืœื”ื‘ื˜ื™ื— ืœืš ืฉืœืื ืฉื™ื ื”ืืœื” ืœื ืื›ืคืช.

ืงื—, ืœืžืฉืœ, ืคืชืจื•ืŸ ืคืจื™ืกื” ื›ื‘ื™ื›ื•ืœ "ื‘ืœื—ื™ืฆื” ืื—ืช". ืคืจืงื•ื ื”. ื”ื™ื™ืชื™ ื—ื•ืœื” ืขื“ ืžื•ื•ืช ืขืœ ื”ื ื™ืกื™ื•ื ื•ืช ืฉืœ Google Cloud SQL, ืื– ื”ืชื—ืœืชื™ ืœื”ืกืชื›ืœ ืขืœ ื‘ื ื™ื™ืช ืืฉื›ื•ืœ Percona ืžืฉืœื™ ื›ื—ืœื•ืคื”. ื•ื”ืคืขื ื ืจืื” ืฉื’ื•ื’ืœ ืขืฉื” ืขื‘ื•ื“ื” ื˜ื•ื‘ื”, ื”ื ื”ื•ืœื›ื™ื ืœื—ืกื•ืš ืœื™ ืงืฆืช ื–ืžืŸ ื•ืžืืžืฅ ื‘ืœื—ื™ืฆืช ื›ืคืชื•ืจ!

ื˜ื•ื‘, ื‘ื•ื ื ืœืš. ื‘ื•ื ื ืขืงื•ื‘ ืื—ืจ ื”ืงื™ืฉื•ืจ ื•ื ืœื—ืฅ ืขืœ ื›ืคืชื•ืจ ื–ื”. ื‘ื—ืจ "ื›ืŸ" ื›ื“ื™ ืœื”ืกื›ื™ื ืœื›ืœ ื”ื’ื“ืจื•ืช ื‘ืจื™ืจืช ื”ืžื—ื“ืœ ื•ืœืคืจื•ืก ืืช ื”ืืฉื›ื•ืœ ื‘ืคืจื•ื™ืงื˜ ื”ืขื ืŸ ืฉืœืš ื‘-Google. ื—ื—ื— ื–ื” ืœื ืขื•ื‘ื“. ืฉื•ื ื“ื‘ืจ ืžื”ืฉื˜ื•ื™ื•ืช ื”ืืœื” ืœื ืขื•ื‘ื“. ื”ื›ืœื™ ืžืขื•ืœื ืœื ื ื‘ื“ืง ื•ื”ื•ื ื”ืชื—ื™ืœ ืœื”ื™ืจืงื‘ ืžื”ื“ืงื” ื”ืจืืฉื•ื ื”, ื•ื–ื” ืœื ื™ืคืชื™ืข ืื•ืชื™ ืื ื™ื•ืชืจ ืžืžื—ืฆื™ืช ืžื”"ืคืชืจื•ื ื•ืช" ื”ื ืคืจื™ืกื•ืช ื‘ืœื—ื™ืฆื” ืื—ืช (ืขื›ืฉื™ื• ืื ื—ื ื• ืžื‘ื™ื ื™ื ืœืžื” ื”ืฆื™ื˜ื•ื˜ื™ื) ื‘ืื•ืคืŸ ื›ืœืœื™ ืœื ืขื•ื‘ื“. ื–ื•ื”ื™ ื—ื•ืฉืš ื—ืกืจ ืชืงื ื” ืœื—ืœื•ื˜ื™ืŸ, ืฉื‘ื• ืขื“ื™ืฃ ืœื ืœื”ื™ื›ื ืก.

ืื‘ืœ ื’ื•ื’ืœ ืฆื•ื“ืง ื“ื—ืคื™ื ืœืš ืœื”ืฉืชืžืฉ ื‘ื”ื. ื”ื ืจื•ืฆื™ื ืื•ืชืš ืงื ื”. ืขื‘ื•ืจื ื–ื• ืขืกืงื”. ื”ื ืœื ืจื•ืฆื™ื ื›ืœื•ื ืœืชืžื•ืš. ื–ื” ืœื ื—ืœืง ืžื”-DNA ืฉืœ ื’ื•ื’ืœ. ื›ืŸ, ืžื”ื ื“ืกื™ื ืชื•ืžื›ื™ื ื–ื” ื‘ื–ื”, ื›ืคื™ ืฉืžืขื™ื“ ื”ืกื™ืคื•ืจ ืฉืœื™ ืขื Bigtable. ืื‘ืœ ื‘ืžื•ืฆืจื™ื ื•ืฉื™ืจื•ืชื™ื ืœืื ืฉื™ื ืจื’ื™ืœื™ื ื”ื ืชืžื™ื“ ื”ื™ื• ื—ืกืจื™ ืจื—ืžื™ื ื‘ืคื ื™ื ืกื’ื™ืจืช ื›ืœ ืฉื™ืจื•ืช, ืฉืื™ื ื” ืขื•ืžื“ืช ื‘ืจืฃ ื”ืจื•ื•ื—ื™ื•ืช ื’ื ืื ื™ืฉ ืœื” ืžื™ืœื™ื•ื ื™ ืžืฉืชืžืฉื™ื.

ื•ื–ื” ืžื”ื•ื•ื” ืืชื’ืจ ืืžื™ืชื™ ืขื‘ื•ืจ GCP ืžื›ื™ื•ื•ืŸ ืฉื–ื”ื• ื”-DNA ืžืื—ื•ืจื™ ื›ืœ ื”ืฆืขื•ืช ื”ืขื ืŸ. ื”ื ืœื ืžื ืกื™ื ืœืชืžื•ืš ื‘ืฉื•ื ื“ื‘ืจ; ื–ื” ื™ื“ื•ืข ืฉื”ื ืžืกืจื‘ื™ื ืœืืจื— (ื›ืฉื™ืจื•ืช ืžื ื•ื”ืœ) ื›ืœ ืชื•ื›ื ืช ืฆื“ ืฉืœื™ืฉื™ ืขื“, ืขื“ ืฉ-AWS ืขื•ืฉื” ืืช ืื•ืชื• ื”ื“ื‘ืจ ื•ืชื‘ื ื” ืกื‘ื™ื‘ื• ืขืกืง ืžืฆืœื™ื—, ื•ื›ืฉื”ืœืงื•ื—ื•ืช ืžืžืฉ ื“ื•ืจืฉื™ื ืืช ืื•ืชื• ื”ื“ื‘ืจ. ืขื ื–ืืช, ื ื“ืจืฉ ืžืืžืฅ ื›ื“ื™ ืœื’ืจื•ื ืœื’ื•ื’ืœ ืœืชืžื•ืš ื‘ืžืฉื”ื•.

ื—ื•ืกืจ ืชืจื‘ื•ืช ืชืžื™ื›ื” ื–ื”, ื™ื—ื“ ืขื ื”ืžื ื˜ืœื™ื•ืช ืฉืœ "ื‘ื•ืื• ื ืฉื‘ื•ืจ ืืช ื–ื” ื›ื“ื™ ืœืขืฉื•ืช ืืช ื–ื” ื™ื•ืชืจ ื™ืคื”", ืžืจื—ื™ืงื™ื ืžืคืชื—ื™ื.

ื•ื–ื” ืœื ื“ื‘ืจ ื˜ื•ื‘ ืื ืืชื” ืจื•ืฆื” ืœื‘ื ื•ืช ืคืœื˜ืคื•ืจืžื” ืืจื•ื›ืช ื—ื™ื™ื.

ื’ื•ื’ืœ, ืชืชืขื•ืจืจ, ืœืขื–ืื–ืœ. ืขื›ืฉื™ื• 2020. ืืชื” ืขื“ื™ื™ืŸ ืžืคืกื™ื“. ื–ื” ื”ื–ืžืŸ ืœื”ืขื™ืฃ ืžื‘ื˜ ื—ื–ืง ื‘ืžืจืื” ื•ืœืขื ื•ืช ื”ืื ืืชื” ื‘ืืžืช ืจื•ืฆื” ืœื”ื™ืฉืืจ ื‘ืขืกืงื™ ื”ืขื ืŸ.

ืื ืืชื” ืจื•ืฆื” ืœื”ื™ืฉืืจ ืื– ืœื”ืคืกื™ืง ืœืฉื‘ื•ืจ ื”ื›ืœ. ื—ื‘ืจ'ื”, ืืชื ืขืฉื™ืจื™ื. ืื ื—ื ื• ื”ืžืคืชื—ื™ื ืœื. ืื– ื›ืฉื–ื” ืžื’ื™ืข ืœืžื™ ื™ื™ืงื— ืืช ื ื˜ืœ ื”ืชืื™ืžื•ืช, ืืชื” ืฆืจื™ืš ืœืงื—ืช ืืช ื–ื” ืขืœ ืขืฆืžืš. ืœื ื‘ืฉื‘ื™ืœื ื•.

ื›ื™ ื™ืฉ ืขื•ื“ ืœืคื—ื•ืช ืฉืœื•ืฉื” ืขื ื ื™ื ืžืžืฉ ื˜ื•ื‘ื™ื. ื”ื ืงื•ืจืฆื™ื.

ื•ืขื›ืฉื™ื• ืืขื‘ื•ืจ ืœืชืงืŸ ืืช ื›ืœ ื”ืžืขืจื›ื•ืช ื”ืฉื‘ื•ืจื•ืช ืฉืœื™. ืื”.

ืขื“ ื”ืคืขื ื”ื‘ืื”!

ื .ื‘ ืขื“ื›ื•ืŸ ืœืื—ืจ ืงืจื™ืืช ื—ืœืง ืžื”ื“ื™ื•ื ื™ื ื‘ืžืืžืจ ื–ื” (ื”ื“ื™ื•ื ื™ื ืžืฆื•ื™ื ื™ื, ืื’ื‘). ื”ืชืžื™ื›ื” ื‘-Firebase ืœื ื”ื•ืคืกืงื” ื•ืื™ืŸ ืชื•ื›ื ื™ื•ืช ืฉืื ื™ ืžื•ื“ืข ืœื”ืŸ. ืขื ื–ืืช, ื™ืฉ ืœื”ื ื‘ืื’ ืกื˜ืจื™ืžื™ื ื’ ืžื’ืขื™ืœ ืฉื’ื•ืจื ืœืœืงื•ื— Java ืœื”ื™ืชืงืข ื‘-App Engine. ืื—ื“ ื”ืžื”ื ื“ืกื™ื ืฉืœื”ื ืขื–ืจ ืœื™ ืœืคืชื•ืจ ืืช ื”ื‘ืขื™ื” ื”ื–ื•, ื›ืฉืขื‘ื“ืชื™ ื‘ื’ื•ื’ืœ, ืื‘ืœ ื”ื ืžืขื•ืœื ืœื ืชื™ืงื ื• ืืช ื”ื‘ืื’, ืื– ื™ืฉ ืœื™ ืคืชืจื•ืŸ ืžื—ื•ืจื‘ืŸ ืฉืœ ืฆื•ืจืš ืœื”ืคืขื™ืœ ืžื—ื“ืฉ ืืช ืืคืœื™ืงืฆื™ื™ืช GAE ื›ืœ ื™ื•ื. ื•ื›ืš ื–ื” ื”ื™ื” ื›ื‘ืจ ืืจื‘ืข ืฉื ื™ื! ืขื›ืฉื™ื• ื™ืฉ ืœื”ื Firestore. ื–ื” ื™ื™ืงื— ื”ืจื‘ื” ืขื‘ื•ื“ื” ื›ื“ื™ ืœืขื‘ื•ืจ ืืœื™ื• ืžื›ื™ื•ื•ืŸ ืฉื–ื• ืžืขืจื›ืช ืฉื•ื ื” ืœื—ืœื•ื˜ื™ืŸ ื•ื”ื‘ืื’ ืฉืœ Firebase ืœืขื•ืœื ืœื ื™ืชื•ืงืŸ. ืื™ื–ื• ืžืกืงื ื” ืืคืฉืจ ืœื”ืกื™ืง? ืืชื” ื™ื›ื•ืœ ืœืงื‘ืœ ืขื–ืจื” ืื ืืชื” ืขื•ื‘ื“ ื‘ื—ื‘ืจื”. ืื ื™ ื›ื ืจืื” ื”ื™ื—ื™ื“ ืฉืžืฉืชืžืฉ ื‘-Firebase ื‘-GAE ืžื›ื™ื•ื•ืŸ ืฉืื ื™ ืจื•ืฉื ืคื—ื•ืช ืž-100 ืžืคืชื—ื•ืช ื‘ืืคืœื™ืงืฆื™ื” ืžืงื•ืจื™ืช ืฉืœ 100% ื•ื”ื™ื ืžืคืกื™ืงื” ืœืขื‘ื•ื“ ื›ืœ ื™ื•ืžื™ื™ื ื‘ื’ืœืœ ื‘ืื’ ื™ื“ื•ืข. ืžื” ืื ื™ ื™ื›ื•ืœ ืœื•ืžืจ ืžืœื‘ื“ ื”ืฉื™ืžื•ืฉ ื‘ื• ืขืœ ืื—ืจื™ื•ืชืš ื‘ืœื‘ื“. ืื ื™ ืขื•ื‘ืจ ืœืจื“ื™ืก.

ืจืื™ืชื™ ื’ื ื›ืžื” ืžืฉืชืžืฉื™ AWS ืžื ื•ืกื™ื ื™ื•ืชืจ ืื•ืžืจื™ื ืฉ-AWS ื‘ื“ืจืš ื›ืœืœ ืœื ืžืคืกื™ืง ืœืชืžื•ืš ื‘ืฉื™ืจื•ืชื™ื ื›ืœืฉื”ื, ื•-SimpleDB ื”ื™ื ื“ื•ื’ืžื” ืžืฆื•ื™ื ืช. ื”ื”ื ื—ื•ืช ืฉืœื™ ืฉืœ-AWS ืื™ืŸ ืืช ืื•ืชื• ืกื•ืฃ ืฉืœ ืžื—ืœืช ื”ืชืžื™ื›ื” ื›ืžื• ืœื’ื•ื’ืœ ื ืจืื•ืช ืžื•ืฆื“ืงื•ืช.

ื‘ื ื•ืกืฃ, ืฉืžืชื™ ืœื‘ ืฉืœืคื ื™ 20 ื™ื•ื ืฆื•ื•ืช Google App Engine ืฉื‘ืจ ืืช ืื™ืจื•ื— ืกืคืจื™ื™ืช Go ืงืจื™ื˜ื™ืช, ื•ืกื’ืจ ื™ื™ืฉื•ื GAE ืžืื—ื“ ืžืžืคืชื—ื™ ื”ืœื™ื‘ื” ืฉืœ Go. ื–ื” ื”ื™ื” ืžืžืฉ ื˜ื™ืคืฉื™.

ืœื‘ืกื•ืฃ, ืฉืžืขืชื™ ืฉื’ื•ื’ืœืจื™ื ื›ื‘ืจ ื“ื ื™ื ื‘ื ื•ืฉื ื”ื–ื” ื•ื‘ืื•ืคืŸ ื›ืœืœื™ ืžืกื›ื™ืžื™ื ืื™ืชื™ (ืื•ื”ื‘ื™ื ืืชื›ื!). ืื‘ืœ ื ืจืื” ืฉื”ื ื—ื•ืฉื‘ื™ื ืฉื”ื‘ืขื™ื” ืื™ื ื” ื ื™ืชื ืช ืœืคืชืจื•ืŸ ืžื›ื™ื•ื•ืŸ ืฉืœืชืจื‘ื•ืช ืฉืœ ื’ื•ื’ืœ ืžืขื•ืœื ืœื ื”ื™ื” ืžื‘ื ื” ื”ืชืžืจื™ืฆื™ื ื”ื ื›ื•ืŸ. ื—ืฉื‘ืชื™ ืฉื–ื” ื™ื”ื™ื” ื˜ื•ื‘ ืœืงื—ืช ืงืฆืช ื–ืžืŸ ื›ื“ื™ ืœื“ื•ืŸ ื‘ื—ื•ื•ื™ื” ื”ืžื“ื”ื™ืžื” ืฉื”ื™ื™ืชื” ืœื™ ื‘ืขื‘ื•ื“ื” ืขื ืžื”ื ื“ืกื™ AWS ื‘ื–ืžืŸ ื”ืขื‘ื•ื“ื” ื‘-Grab. ืžืชื™ืฉื”ื• ื‘ืขืชื™ื“, ืื ื™ ืžืงื•ื•ื”!

ื•ื›ืŸ, ื‘ืฉื ืช 2005 ื”ื™ื• ืœื”ื ืกื•ื’ื™ื ืฉื•ื ื™ื ืฉืœ ื‘ืฉืจ ื›ืจื™ืฉื™ื ื‘ืžื–ื ื•ืŸ ื”ืขื ืง ื‘ื‘ื ื™ื™ืŸ 43, ื•ื”ืื”ื•ื‘ ืขืœื™ ื”ื™ื” ื‘ืฉืจ ื›ืจื™ืฉ ื”ืคื˜ื™ืฉ. ืขื ื–ืืช, ืขื“ 2006, ืœืืจื™ ื•ืกืจื’ื™ื™ ื ืคื˜ืจื• ืžื›ืœ ื”ื—ื˜ื™ืคื™ื ื”ืœื ื‘ืจื™ืื™ื. ืื– ื‘ืžื”ืœืš ื”ืกื™ืคื•ืจ ืฉืœ Bigtable ื‘-2007 ื‘ืืžืช ืœื ื”ื™ื• ื›ืจื™ืฉื™ื ื•ื”ื•ืœื™ืžืชื™ ืื•ืชืš.

ื›ืฉื”ืกืชื›ืœืชื™ ืขืœ ืขื ืŸ Bigtable ืœืคื ื™ ืืจื‘ืข ืฉื ื™ื (ืชืŸ ืื• ืงื—), ื›ืืŸ ื”ื™ื” ื”ืขืœื•ืช. ื ืจืื” ืฉื–ื” ืงืฆืช ื™ืจื“ ืขื›ืฉื™ื•, ืื‘ืœ ื–ื” ืขื“ื™ื™ืŸ ื”ืจื‘ื” ืžืื•ื“ ืขื‘ื•ืจ ืžื—ืกืŸ ื ืชื•ื ื™ื ืจื™ืง, ื‘ืžื™ื•ื—ื“ ืžืื– ื”ืกื™ืคื•ืจ ื”ืจืืฉื•ืŸ ืฉืœื™ ืžืจืื” ื›ืžื” ื—ืกืจ ืžืฉืžืขื•ืช ื˜ื‘ืœื” ื’ื“ื•ืœื” ืจื™ืงื” ื‘ืงื ื” ืžื™ื“ื” ืฉืœื”ื.

ืกืœื™ื—ื” ืขืœ ื”ืคื’ื™ืขื” ื‘ืงื”ื™ืœืช ืืคืœ ื•ืœื ืื•ืžืจืช ืฉื•ื ื“ื‘ืจ ื ื—ืžื“ ืขืœ ืžื™ืงืจื•ืกื•ืคื˜ ื•ื›ื•'. ืืชื” ื‘ืกื“ืจ, ืื ื™ ื‘ืืžืช ืžืขืจื™ืš ืืช ื›ืœ ื”ื“ื™ื•ืŸ ืฉื”ืžืืžืจ ื”ื–ื” ื™ืฆืจ! ืื‘ืœ ืœืคืขืžื™ื ืืชื” ืฆืจื™ืš ืœืขืฉื•ืช ืงืฆืช ื’ืœื™ื ื›ื“ื™ ืœื”ืชื—ื™ืœ ื“ื™ื•ืŸ, ืืชื” ื™ื•ื“ืข?

ืชื•ื“ื” ืฉืงืจืืช.

ืขื“ื›ื•ืŸ 2, 19.08.2020/XNUMX/XNUMX. ืคืก ืžืขื“ื›ืŸ ืืช ื”-API ื‘ืฆื•ืจื” ื ื›ื•ื ื”!

ืขื“ื›ื•ืŸ 3, 31.08.2020/2/2. ื™ืฆืจ ืื™ืชื™ ืงืฉืจ ืขืœ ื™ื“ื™ ืžื”ื ื“ืก ื’ื•ื’ืœ ื‘-Cloud Marketplace ืฉื”ืชื‘ืจืจ ื›ื™ ื”ื•ื ื—ื‘ืจ ื•ืชื™ืง ืฉืœื™. ื”ื•ื ืจืฆื” ืœื”ื‘ื™ืŸ ืœืžื” CXNUMXD ืœื ืขื•ื‘ื“, ื•ื‘ืกื•ืคื• ืฉืœ ื“ื‘ืจ ื”ื‘ื ื• ืฉื–ื” ื‘ื’ืœืœ ืฉื‘ื ื™ืชื™ ืืช ื”ืจืฉืช ืฉืœื™ ืœืคื ื™ ืฉื ื™ื, ื•-CXNUMXD ืœื ืขื‘ื“ ืขืœ ืจืฉืชื•ืช ืžื“ื•ืจ ืงื•ื“ื ื‘ื’ืœืœ ืฉืคืจืžื˜ืจ ืจืฉืช ื”ืžืฉื ื” ื”ื™ื” ื—ืกืจ ื‘ืชื‘ื ื™ื•ืช ืฉืœื”ื. ืื ื™ ื—ื•ืฉื‘ ืฉืขื“ื™ืฃ ืœืžืฉืชืžืฉื™ GCP ืคื•ื˜ื ืฆื™ืืœื™ื™ื ืœื•ื•ื“ื ืฉื”ื ืžื›ื™ืจื™ื ืžืกืคื™ืง ืžื”ื ื“ืกื™ื ื‘-Google...

ืžืงื•ืจ: www.habr.com