ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืึทืžืึธืœ ืื™ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ ืฆื•ืงื•ื ืคึฟื˜, ื“ื™ ืึธื˜ืึทืžืึทื˜ื™ืง ื‘ืึทื–ื™ื™ึทื˜ื™ืงื•ื ื’ ืคื•ืŸ ื•ืžื ื™ื™ื˜ื™ืง ื“ืึทื˜ืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื•ื•ื™ื›ื˜ื™ืง ื˜ืึทืกืงืก ืคื•ืŸ ื“ื™ DBMS [1]. ืื™ืŸ ื“ืขืจ ื“ืขืจื•ื•ื™ื™ืœ, ืžื™ืจ ื–ื™ืš ื“ืึทืจืคึฟืŸ ืฆื• ื ืขืžืขืŸ ืงืขื™ืจ ืคื•ืŸ ื“ื™ืœื™ื˜ื™ื ื’ ืึธื“ืขืจ ืึทืจื™ื‘ืขืจืคื™ืจืŸ ื•ืžื ื™ื™ื˜ื™ืง ื“ืึทื˜ืŸ ืฆื• ื•ื•ื™ื™ื ื™ืงืขืจ ื˜ื™ื™ึทืขืจ ืกื˜ืึธืจื™ื“ื–ืฉ ืกื™ืกื˜ืขืžืขืŸ. ื–ืืœ ืก ื–ืึธื’ืŸ ืื™ืจ ื‘ืึทืฉืœื™ืกืŸ ืฆื• ื•ื™ืกืžืขืงืŸ ืึท ื‘ื™ืกืœ ืžื™ืœื™ืึธืŸ ืจืึธื•ื–. ื ื’ืึทื ืฅ ืคึผืฉื•ื˜ ืึทืจื‘ืขื˜, ืกืคึผืขืฆื™ืขืœ ืื•ื™ื‘ ื“ื™ ืฆื•ืฉื˜ืึทื ื“ ืื™ื– ื‘ืืงืื ื˜ ืื•ืŸ ืขืก ืื™ื– ืึท ืคึผืึทืกื™ืง ืื™ื ื“ืขืงืก. "DELETE FROM table1 WHERE col1 = :value" - ื•ื•ืึธืก ืงืขืŸ ื–ื™ื™ืŸ ืกื™ืžืคึผืœืขืจ, ืจืขื›ื˜?

ื•ื™ื“ืื•:

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

  • ืื™ืš ื‘ื™ืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ื™ ื”ื™ื’ื”ืœืึธืึทื“ ืคึผืจืึธื’ืจืึทื ืงืืžื™ื˜ืขื˜ ื–ื™ื ื˜ ื“ืขื ืขืจืฉื˜ืขืจ ื™ืึธืจ, ื“"ื” ื–ื™ื ื˜ 2007.

  • ืื•ืŸ ืื™ืš ื‘ื™ืŸ ืžื™ื˜ Postgres ื–ื™ื ื˜ 2005. ื’ืขื•ื•ื™ื™ื ื˜ ืขืก ืื™ืŸ ืคื™ืœืข ืคึผืจืึทื“ื–ืฉืขืงืก.

  • ื’ืจื•ืคืข ืžื™ื˜ RuPostges ืื•ื™ืš ื–ื™ื ื˜ 2007.

  • ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขื•ื•ืืงืกืŸ ืฆื• 2100+ ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ ืื™ืŸ Meetup. ืขืก ืื™ื– ืฆื•ื•ื™ื™ื˜ ืื™ืŸ ื“ืขืจ ื•ื•ืขืœื˜ ื ืึธืš ื ื™ื• ื™ืืจืง, ืื™ื‘ืขืจื’ืขื ื•ืžืขืŸ ื“ื•ืจืš ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ ืคึฟืึทืจ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜.

  • ืื™ืš ื”ืึธื‘ืŸ ื’ืขืœืขื‘ื˜ ืื™ืŸ ืงืึทืœื™ืคืึธืจื ื™ืึท ืคึฟืึทืจ ืขื˜ืœืขื›ืข ื™ืึธืจืŸ. ืื™ืš ื”ืึทื ื“ืœืขืŸ ืžืขืจ ืžื™ื˜ ืืžืขืจื™ืงืื ืขืจ ืงืึธืžืคึผืึทื ื™ืขืก, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ื’ืจื•ื™ืก ืึธื ืขืก. ื–ื™ื™ ื–ืขื ืขืŸ ืึทืงื˜ื™ื•ื• ื ื™ืฆืขืจืก ืคื•ืŸ Postgres. ืื•ืŸ ืขืก ื–ืขื ืขืŸ ืึทืœืข ืกืึธืจืฅ ืคื•ืŸ ื˜ืฉื™ืงืึทื•ื•ืข ื–ืื›ืŸ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

https://postgres.ai/ ืื™ื– ืžื™ื™ืŸ ืคื™ืจืžืข. ืžื™ืจ ื–ืขื ืขืŸ ืื™ืŸ ื“ื™ ื’ืขืฉืขืคื˜ ืคื•ืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื ื’ ื˜ืึทืกืงืก ื•ื•ืึธืก ืขืœื™ืžื™ื ื™ืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกืœืึธื•ื“ืึทื•ื ื–.

ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ืขืคึผืขืก, ืขืก ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ืžื™ืŸ ืคื•ืŸ ืคึผืœืึทื’ื– ืึทืจื•ื Postgres. ืœืืžื™ืจ ื–ืื’ืŸ ืื– ื“ื• ื“ืืจืคืกื˜ ื•ื•ืืจื˜ืŸ ื‘ื™ื– ื“ืขืจ ืื“ืžื™ืŸ ื–ืืœ ืื•ื™ืคืฉื˜ืขืœืŸ ืคืืจ ื“ื™ืจ ื ื˜ืขืกื˜ ืฉื˜ื™ื™ืŸ, ืื“ืขืจ ื“ื• ื“ืืจืคืกื˜ ื•ื•ืืจื˜ืŸ ื‘ื™ื– ื“ื™ ื“ื‘ื ื•ื•ืขื˜ ื“ื™ืจ ืขื ื˜ืคืขืจืŸ. ืื•ืŸ ืžื™ืจ ื’ืขืคึฟื™ื ืขืŸ ืึทื–ืึท ื‘ืึทื˜ืึทืœื ืขืงืก ืื™ืŸ ื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’, ื˜ืขืกื˜ื™ื ื’ ืื•ืŸ ืึทื“ืžื™ื ื™ืกื˜ืจืึทืฆื™ืข ืคึผืจืึธืฆืขืก ืื•ืŸ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืขืœื™ืžื™ื ื™ืจืŸ ื–ื™ื™ ืžื™ื˜ ื“ื™ ื”ื™ืœืฃ ืคื•ืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืื•ืŸ ื ื™ื™ึทืข ืึทืคึผืจืึธื•ื˜ืฉื™ื–.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

https://www.seagate.com/files/www-content/our-story/trends/files/idc-seagate-dataage-whitepaper.pdf

ืื™ืš ื‘ื™ืŸ ืœืขืฆื˜ื ืก ื’ืขื•ื•ืขืŸ ืื™ืŸ VLDB ืื™ืŸ ืœืืก ืื ื“ื–ืฉืขืœืขืก. ื“ืึธืก ืื™ื– ื“ืขืจ ื’ืจืขืกื˜ืขืจ ื–ื™ืฆื•ื ื’ ืื•ื™ืฃ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–. ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื‘ืึทืจื™ื›ื˜ ืึทื– ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ DBMS ื•ื•ืขื˜ ื ื™ืฉื˜ ื‘ืœื•ื™ื– ืงืจืึธื, ืึธื‘ืขืจ ืื•ื™ืš ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื•ื™ืกืžืขืงืŸ ื“ืึทื˜ืŸ. ื“ืึธืก ืื™ื– ืึท ื ื™ื™ึทืข ื˜ืขืžืข.

ืขืก ื–ืขื ืขืŸ ืžืขืจ ืื•ืŸ ืžืขืจ ื“ืึทื˜ืŸ ืื™ืŸ ื“ืขืจ ื•ื•ืขืœื˜ ืคื•ืŸ ื–ืขื˜ื˜ืึทื‘ื™ื˜ืขืก - ื“ืึธืก ืื™ื– 1 ืคึผืขื˜ืึทื‘ื™ื˜ืขืก. ืื•ืŸ ืื™ืฆื˜ ืขืก ืื™ื– ืฉื•ื™ืŸ ืขืกื˜ื™ืžืึทื˜ืขื“ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืžืขืจ ื•ื•ื™ 000 ื–ืขื˜ืึทื‘ื™ื˜ืขืก ืคื•ืŸ ื“ืึทื˜ืŸ ืกื˜ืึธืจื“ ืื™ืŸ ื“ืขืจ ื•ื•ืขืœื˜. ืื•ืŸ ืขืก ื–ืขื ืขืŸ ืžืขืจ ืื•ืŸ ืžืขืจ ืคื•ืŸ ื–ื™ื™.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

https://vldb2019.github.io/files/VLDB19-keynote-2-slides.pdf

ืื•ืŸ ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ ืžื™ื˜ ืื™ื? ื“ืึธืš ื“ืึทืจืฃ ืžืขืŸ ืขืก ืึทื•ื•ืขืงื ืขืžืขืŸ. ื“ืึธ ืื™ื– ืึท ืœื™ื ืง ืฆื• ื“ืขื ื˜ืฉื™ืงืึทื•ื•ืข ื‘ืึทืจื™ื›ื˜. ืึธื‘ืขืจ ื‘ื™ื– ืื™ืฆื˜ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืื™ืŸ ื“ื™ DBMS.

ื“ื™ ื•ื•ืืก ืงืขื ืขืŸ ืฆื™ื™ืœืŸ ื’ืขืœื˜ ื•ื•ื™ืœืŸ ืฆื•ื•ื™ื™ ื–ืื›ืŸ. ื–ื™ื™ ื•ื•ื™ืœืŸ ืื•ื ื“ื– ืฆื• ื•ื™ืกืžืขืงืŸ, ืึทื–ื•ื™ ื˜ืขืงื ื™ืงืœื™ ืžื™ืจ ื–ืึธืœ ืงืขื ืขืŸ ืฆื• ื˜ืึธืŸ ื“ืึธืก.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื•ื•ืึธืก ืื™ืš ื•ื•ืขืœ ื“ืขืจืฆื™ื™ืœืŸ ื•ื•ื™ื™ึทื˜ืขืจ ืื™ื– ืขื˜ืœืขื›ืข ืึทื‘ืกื˜ืจืึทืงื˜ ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก ื•ื•ืึธืก ื›ื•ืœืœ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ืคืึทืงื˜ื™ืฉ ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก, ื“"ื” ืึท ืžื™ืŸ ืคื•ืŸ ื–ืึทืžืœื•ื ื’ ืคื•ืŸ ื•ื•ืึธืก ืคืืงื˜ื™ืฉ ื’ืขื˜ืจืืคืŸ ืฆื• ืžื™ืจ ืื•ืŸ ื“ื™ ืึทืจื•ืžื™ืง ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ืคื™ืœืข ืžืึธืœ, ืคื™ืœืข ื™ืึธืจืŸ. ืจืึทืงืขืก ื–ืขื ืขืŸ ืื•ืžืขื˜ื•ื ืื•ืŸ ืึทืœืขืžืขืŸ ื˜ืจืขื˜ ืื•ื™ืฃ ื–ื™ื™ ืึทืœืข ื“ื™ ืฆื™ื™ึทื˜.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื–ืืœ ืก ื–ืึธื’ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื‘ืึทื–ืข ืึธื“ืขืจ ืขื˜ืœืขื›ืข ื‘ืึทืกืขืก ื•ื•ืึธืก ื•ื•ืึทืงืกืŸ. ืื•ืŸ ืขื˜ืœืขื›ืข ืจืขืงืึธืจื“ืก ื–ืขื ืขืŸ ื“ืึธืš ืžื™ืกื˜. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื˜ืึธืŸ ืขืคึผืขืก ื“ืึธืจื˜, ืึธื‘ืขืจ ื”ืื˜ ื ื™ืฉื˜ ืขื ื“ื™ืงืŸ ืขืก. ืื•ืŸ ื ืึธืš ืขื˜ืœืขื›ืข ืžืึธืœ ืžื™ืจ ื•ื•ื™ืกืŸ ืึทื– ื“ืขื ืึทื ืคื™ื˜ื™ื“ ืงืขื ืขืŸ ื ื™ื˜ ื–ื™ื™ืŸ ืกื˜ืึธืจื“ ืžืขืจ. ื“ืึธืก ืื™ื–, ืžื™ืจ ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ืจื™ื™ืŸ ืขื˜ืœืขื›ืข ืžื™ืกื˜ ื–ืื›ืŸ ืื™ืŸ ืกื“ืจ ืฆื• ืฉืคึผืึธืจืŸ ืคึผืœืึทืฅ, ืคึฟืึทืจื‘ืขืกืขืจืŸ ืคืึธืจืฉื˜ืขืœื•ื ื’, ืืื–"ื• ื•.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ื“ื™ ืึทืจื‘ืขื˜ ืื™ื– ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ื“ื™ ื‘ืึทื–ื™ื™ึทื˜ื™ืงื•ื ื’ ืคื•ืŸ ืกืคึผืขืฆื™ืคื™ืฉ ื˜ื™ื ื’ื–, ืกืคึผืขืฆื™ืคื™ืฉ ืฉื•ืจื•ืช ืื™ืŸ ืขื˜ืœืขื›ืข ื˜ื™ืฉ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึทื–ืึท ืึท ื‘ืงืฉื”, ื•ื•ืึธืก ืžื™ืจ ื•ื•ืขืœืŸ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื”ื™ื™ึทื ื˜, ื“ืึธืก ืื™ื–, ื•ื•ืขื’ืŸ ืžื™ืกื˜ ื‘ืึทื–ื™ื™ึทื˜ื™ืงื•ื ื’.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืžื™ืจ ื’ืขื‘ืขื˜ืŸ ืึท ื™ืงืกืคึผื™ืจื™ืึทื ืกื˜ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืฆื• ื˜ืึธืŸ ื“ืึธืก. ืขืจ ื”ืื˜ ื’ืขื ื•ืžืขืŸ ื“ืขื ื‘ืงืฉื”, ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืขืก ืคึฟืึทืจ ื–ื™ืš - ืึทืœืฅ ืึทืจื‘ืขื˜. ื˜ืขืกื˜ืขื“ ืื•ื™ืฃ ืกื˜ืึทื’ื™ื ื’ - ืึทืœืฅ ืื™ื– ื’ื•ื˜. ืจืึธื•ืœื“ ืื•ื™ืก - ืึทืœืฅ ืึทืจื‘ืขื˜. ืึทืžืึธืœ ืึท ื˜ืึธื’ ืžื™ืจ ืœื•ื™ืคืŸ ืขืก - ืึทืœืฅ ืื™ื– ื’ื•ื˜.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื•ื•ืืงืกื˜ ืื•ืŸ ื•ื•ืืงืกื˜. ื˜ืขื’ืœืขืš DELETE ืกื˜ืึทืจืฅ ืฆื• ืึทืจื‘ืขื˜ืŸ ืึท ื‘ื™ืกืœ ืžืขืจ ืกืœืึธื•ืœื™.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื“ืขืจื ืึธืš ืžื™ืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืžื™ืจ ืื™ืฆื˜ ื”ืึธื‘ืŸ ืึท ืคึฟืึทืจืงื•ื™ืฃ ืคื™ืจืžืข ืื•ืŸ ื“ืขืจ ืคืึทืจืงืขืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืขื˜ืœืขื›ืข ืžืึธืœ ื’ืจืขืกืขืจ, ืึทื–ื•ื™ ืžื™ืจ ื‘ืึทืฉืœื™ืกืŸ ืฆื• ืฆื™ื™ื˜ื•ื•ื™ื™ืœื™ืง ืคึผื•ื™ื–ืข ื•ืžื ื™ื™ื˜ื™ืง ื˜ื™ื ื’ื–. ืื•ืŸ ืคืึทืจื’ืขืกืŸ ืฆื• ืฆื•ืจื™ืงืงื•ืžืขืŸ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืขื˜ืœืขื›ืข ื—ื“ืฉื™ื ืฉืคึผืขื˜ืขืจ ื–ื™ื™ ื’ืขื“ืขื ืงื˜. ืื•ืŸ ืึทื– ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืคืึทืจืœืึธื–ืŸ ืึธื“ืขืจ ืื™ื– ืคืึทืจื ื•ืžืขืŸ ืžื™ื˜ ืขืคึผืขืก ืึทื ื“ืขืจืฉ, ื’ืขืœืขืจื ื˜ ืื ื“ืขืจืŸ ืฆื• ืฆื•ืจื™ืงืงื•ืžืขืŸ ืขืก.

ืขืจ ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืื•ื™ืฃ ื“ืขื•ื•, ืื•ื™ืฃ ืกื˜ืึทื’ื™ื ื’ - ืึทืœืฅ ืื™ื– ื’ื•ื˜. ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš, ืื™ืจ ื ืึธืš ื“ืึทืจืคึฟืŸ ืฆื• ืจื™ื™ืŸ ืึทืจื•ื™ืฃ ื•ื•ืึธืก ื”ืื˜ ืึทืงื™ื•ืžื™ืึทืœื™ื™ื˜ื™ื“. ืขืจ ื˜ืฉืขืงื˜ ืึทืœืฅ ืึทืจื‘ืขื˜.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื•ื•ืึธืก ื›ืึทืคึผืึทื ื– ื•ื•ื™ื™ึทื˜ืขืจ? ื“ืขืžืึธืœื˜ ืึทืœืฅ ืคืืœื˜ ื‘ืึทื–ื•ื ื“ืขืจ ืคึฟืึทืจ ืื•ื ื“ื–. ืขืก ื˜ืจืืคื ืก ืึทื–ื•ื™ ืึทื– ื‘ื™ื™ึท ืขื˜ืœืขื›ืข ืคื•ื ื˜ ืึทืœืฅ ืคืืœืก ืึทืจืึธืคึผ. ืืœืข ื–ืขื ืขืŸ ืื™ืŸ ืฉืืง, ืงื™ื™ื ืขืจ ืคืืจืฉื˜ื™ื™ื˜ ื ื™ืฉื˜ ื•ื•ืืก ืขืก ื˜ื•ื˜ ื–ื™ืš. ืื•ืŸ ื“ืืŸ ืงื•ืžื˜ ืื•ื™ืก ืื– ื“ืขืจ ืขื ื™ืŸ ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ืขื DELETE.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืขืคึผืขืก ืื™ื– ืคืึทืœืฉ? ื“ืึธ ืื™ื– ืึท ืจืฉื™ืžื” ืคื•ืŸ ื•ื•ืึธืก ืงืขืŸ ื”ืึธื‘ืŸ ื ื™ื˜ืึธ ืคืึทืœืฉ. ื•ื•ืึธืก ืคื•ืŸ ื“ื™ ืื™ื– ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง?

  • ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืขืก ืื™ื– ืงื™ื™ืŸ ืจืขืฆืขื ื–ื™ืข, ื“"ื” ื“ืขืจ ื“ื‘ืึท ืžื•ืžื—ื” ื”ืื˜ ื ื™ืฉื˜ ืงื•ืงืŸ ืื™ืŸ ืขืก. ืขืจ ื•ื•ืืœื˜ ื’ืœื™ื™ืš ื’ืขืคื•ื ืขืŸ ื“ืขื ืคืจืื‘ืœืขื ืžื™ื˜ ื ื’ืขืคืืจืขื ืขืจ ืื•ื™ื’, ืื•ืŸ ืื•ื™ืกืขืจื“ืขื ื”ืื˜ ืขืจ ืฆื•ื˜ืจื™ื˜ ืฆื• ืคืจืื“, ื•ื•ืื• ืขืก ื”ืื‘ืŸ ื–ื™ืš ืื ื’ืขืงืœื™ื‘ืŸ ืขื˜ืœื™ื›ืข ืžื™ืœื™ืืŸ ืฉื•ืจื•ืช.

  • ืืคึฟืฉืจ ื–ื™ื™ ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืขืคึผืขืก ืคืึทืœืฉ.

  • ืืคึฟืฉืจ ื“ื™ ื™ื™ึทื–ื ื•ื•ืึทืจื’ ืื™ื– ืึทื•ื˜ื“ื™ื™ื˜ื™ื“ ืื•ืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืึทืคึผื’ืจื™ื™ื“ ื“ืขื ื‘ืึทื–ืข.

  • ืึธื“ืขืจ ืขืคึผืขืก ืื™ื– ืคืึทืœืฉ ืžื™ื˜ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื–ื™ืš, ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืึทืจื™ื‘ืขืจืคื™ืจืŸ ืคื•ืŸ Postgres ืฆื• MySQL.

  • ืึธื“ืขืจ ืืคึฟืฉืจ ืขืก ืื™ื– ืขืคึผืขืก ืคืึทืœืฉ ืžื™ื˜ ื“ื™ ืึธืคึผืขืจืึทืฆื™ืข.

  • ืืคึฟืฉืจ ืขืก ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ืžื™ืกื˜ื™ื™ืงืก ืื™ืŸ ื“ืขืจ ืึธืจื’ืึทื ื™ื–ืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืึทืจื‘ืขื˜ ืื•ืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคื™ื™ึทืขืจ ืขืžืขืฆืขืจ ืื•ืŸ ืึธื ืฉื˜ืขืœืŸ ื“ื™ ื‘ืขืกื˜ืขืจ ืžืขื ื˜ืฉืŸ?

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืขืก ืื™ื– ืงื™ื™ืŸ DBA ื˜ืฉืขืง. ืื•ื™ื‘ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื“ื‘"ืข, ืขืจ ื•ื•ืึธืœื˜ ื–ืขืŸ ื“ื™ ืขื˜ืœืขื›ืข ืžื™ืœื™ืึธืŸ ืฉื•ืจื•ืช ืื•ืŸ ืึทืคึฟื™ืœื• ืึธืŸ ืงื™ื™ืŸ ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ ื•ื•ืึธืœื˜ ื–ืึธื’ืŸ: "ื–ื™ื™ ื˜ืึธืŸ ื ื™ื˜ ื˜ืึธืŸ ื“ืึธืก." ืจืขื›ืŸ ืื•ื™ื‘ ื“ืขืจ ืงืึธื“ ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ GitLab, GitHub ืื•ืŸ ืขืก ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ืึท ืงืึธื“ ืจืขืฆืขื ื–ื™ืข ืคึผืจืึธืฆืขืก ืื•ืŸ ืขืก ืื™ื– ื ื™ื˜ ืึทื–ืึท ื–ืึทืš ืึทื– ืึธืŸ ื“ื™ ื”ืึทืกืงืึธืžืข ืคื•ืŸ โ€‹โ€‹ื“ื™ DBA ื“ื™ ืึธืคึผืขืจืึทืฆื™ืข ื•ื•ืึธืœื˜ ืคึผืึทืกื™ืจืŸ ืื•ื™ืฃ ืคึผืจืึธื“, ื“ืึธืš ื“ื™ DBA ื•ื•ืึธืœื˜ ื–ืึธื’ืŸ: "ื“ืึธืก ืงืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ. ."

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื•ืŸ ืขืจ ื•ื•ืึธืœื˜ ื–ืึธื’ืŸ ืึทื– ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ื“ื™ืกืง IO ืื•ืŸ ืึทืœืข ืคึผืจืึทืกืขืกืึทื– ื•ื•ืขื˜ ื–ื™ื™ืŸ ืžืฉื•ื’ืข, ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืœืึทืงืก, ืื•ืŸ ืื™ืจ ื•ื•ืขื˜ ืคืึทืจืฉืคึผืึทืจืŸ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืคึฟืึทืจ ืึท ื‘ื™ืกืœ ืžื™ื ื•ื˜, ืึทื–ื•ื™ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื’ื•ื˜.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

http://bit.ly/nancy-hl2018-2

ื“ืขืจ ืฆื•ื•ื™ื™ื˜ืขืจ ื’ืจื™ื™ึทื– - ื–ื™ื™ ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ื“ืขื ืื•ืžืจืขื›ื˜ ืึธืจื˜. ืžื™ืจ ื’ืขื–ืขืŸ ื ืึธืš ื“ืขื ืคืึทืงื˜ ืึทื– ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืึธืคึผืคืึทืœ ื“ืึทื˜ืŸ ืึทืงื™ื•ืžื™ืึทืœื™ื™ื˜ื™ื“ ืื•ื™ืฃ ืคึผืจืึธื“, ืึธื‘ืขืจ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ื”ืื˜ ื ื™ืฉื˜ ืึทืงื™ื•ืžื™ืึทืœื™ื™ื˜ื™ื“ ื“ืึทื˜ืŸ ืื™ืŸ ื“ืขื ื“ืึทื˜ืึทื‘ื™ื™ืก, ืื•ืŸ ืงื™ื™ืŸ ืื™ื™ื ืขืจ ื‘ืืฉืืคืŸ ื“ืขื ืึธืคึผืคืึทืœ ื‘ืขืฉืึทืก ืกื˜ืึทื’ื™ื ื’. ื“ืขืจืคึฟืึทืจ ื–ืฒึทื ืขืŸ ื’ืขื•ื•ืขืŸ 1 ืฉื•ืจื•ืช, ื•ื•ืึธืก ื”ืึธื‘ืŸ ื–ื™ืš ื’ื™ืš ืื•ื™ืกื’ืขืึทืจื‘ืขื˜.

ืžื™ืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืื•ื ื“ื–ืขืจ ื˜ืขืกืฅ ื–ืขื ืขืŸ ืฉื•ื•ืึทืš, ื“ืึธืก ืื™ื–, ื“ืขืจ ืคึผืจืึธืฆืขืก ื•ื•ืึธืก ืื™ื– ื’ืขื‘ื•ื™ื˜ ื˜ื•ื˜ ื ื™ืฉื˜ ื›ืึทืคึผืŸ ืคึผืจืึธื‘ืœืขืžืก. ืึท ื˜ื•ื™ื’ืŸ ื“ื‘ ืขืงืกืคึผืขืจื™ืžืขื ื˜ ืื™ื– ื ื™ืฉื˜ ื“ื•ืจื›ื’ืขืงืึธื›ื˜.

ืึท ื™ื“ืขืึทืœ ืขืงืกืคึผืขืจื™ืžืขื ื˜ ืื™ื– ืคึผืจืขืคืขืจืึทื‘ืœื™ ื’ืขืคื™ืจื˜ ืื•ื™ืก ืื•ื™ืฃ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื•ื™ืกืจื™ื›ื˜. ืขืก ืื™ื– ื ื™ื˜ ืฉื˜ืขื ื“ื™ืง ืžืขื’ืœืขืš ืฆื• ื˜ืึธืŸ ื“ืึธืก ืื•ื™ืฃ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื•ื™ืกืจื™ื›ื˜, ืึธื‘ืขืจ ืขืก ืื™ื– ื–ื™ื™ืขืจ ื•ื•ื™ื›ื˜ื™ืง ืึทื– ืขืก ืื™ื– ืึท ืคื•ืœ-ืกื™ื™ื–ื“ ืงืึธืคึผื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก. ื“ืึธืก ืื™ื– ื•ื•ืึธืก ืื™ืš ืžื‘ืฉืจ ืคึฟืึทืจ ืขื˜ืœืขื›ืข ื™ืึธืจืŸ ืื™ืฆื˜. ืื•ืŸ ืžื™ื˜ ืึท ื™ืึธืจ ืฆื•ืจื™ืง ืื™ืš ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื“ืขื, ืื™ืจ ืงืขื ืขืŸ ื”ื™ื˜ืŸ ืขืก ืึทืœืข ืื•ื™ืฃ ื™ืึธื•ื˜ื•ื‘ืข.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืืคึฟืฉืจ ืื•ื ื“ื–ืขืจ ื•ื™ืกืจื™ื›ื˜ ืื™ื– ืฉืœืขื›ื˜? ืื•ื™ื‘ ืื™ืจ ืงื•ืง, ื“ืขืžืึธืœื˜ ื“ื™ ืœื™ื™ื˜ืึทื ืกื™ ื“ื–ืฉืึทืžืคึผื˜. ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขื–ืขืŸ ืึทื– ื™ื•ื˜ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืื™ื– 100%. ื“ืึธืš, ืื•ื™ื‘ ื“ืึธืก ื–ืขื ืขืŸ ืžืึธื“ืขืจืŸ NVMe ื“ืจื™ื™ื•ื•ื–, ืขืก ื•ื•ืึธืœื˜ ืžื™ืกื˜ืึธืžืข ื–ื™ื™ืŸ ืคื™ืœ ื’ืจื™ื ื’ืขืจ ืคึฟืึทืจ ืื•ื ื“ื–. ืื•ืŸ ืืคึฟืฉืจ ืฐืึธืœื˜ืŸ ืžื™ืจ ื–ื™ืš ื“ืขืจืคึฟื•ืŸ ื ื™ืฉื˜ ื’ืขืœืขื’ืŸ.

ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ื•ื•ืืœืงื ืก, ื“ื™ ืึทืคึผื’ืจื™ื™ื“ ืื™ื– ืœื™ื™ื›ื˜ ื’ืขื˜ืืŸ ื“ืึธืจื˜. ืื•ื™ืคืฉื˜ื™ื™ืŸ ื ื™ื™ึท ืจืขืคึผืœืึทืงืึทื– ืื•ื™ืฃ ื“ื™ ื ื™ื™ึท ื™ื™ึทื–ื ื•ื•ืึทืจื’. ืกื•ื•ื™ื˜ื˜ืฉืึธื•ื•ืขืจ. ืื•ืŸ ืึทืœืฅ ืื™ื– ื’ื•ื˜. ืฉื™ื™ืŸ ื’ืจื™ื ื’.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื™ื– ืขืก ืžืขื’ืœืขืš ืฆื• ืขืคืขืก ืึธื ืจื™ืจืŸ ื“ื™ ืงืœืขื ืขืจืขืจ ื“ื™ืกืงืก? ืื•ืŸ ื“ืึธ, ื ืึธืจ ืžื™ื˜ ื“ื™ ื”ื™ืœืฃ ืคื•ืŸ DBA, ืžื™ืจ ื•ื ื˜ืขืจื˜ื•ืงื  ื–ื™ืš ืื™ืŸ ืึท ื–ื™ื›ืขืจ ื˜ืขืžืข ื’ืขืจื•ืคืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’. ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’.

ื•ื•ืึธืก ืื™ื– ื˜ืฉืขืงืคึผื•ื™ื ื˜? ืขืก ืื™ื– ืื™ืŸ ืงื™ื™ืŸ DBMS. ื•ื•ืขืŸ ืื™ืจ ื”ืึธื‘ืŸ ื“ืึทื˜ืŸ ืื™ืŸ ื–ื›ึผืจื•ืŸ ื•ื•ืึธืก ืขื ื“ืขืจื•ื ื’ืขืŸ, ืขืก ืื™ื– ื ื™ืฉื˜ ืžื™ื“ ื’ืขืฉืจื™ื‘ืŸ ืฆื• ื“ื™ืกืง. ื“ื™ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืึทื– ื“ื™ ื“ืึทื˜ืŸ ื”ืึธื‘ืŸ ื’ืขื‘ื™ื˜ืŸ ืื™ื– ืขืจืฉื˜ืขืจ ื’ืขืฉืจื™ื‘ืŸ ืฆื• ื“ื™ ืฉืจื™ื™ึทื‘ืŸ ืคืึธืจื•ื™ืก ืงืœืึธืฅ. ืื•ืŸ ืื™ืŸ ืขื˜ืœืขื›ืข ืคื•ื ื˜, ื“ื™ DBMS ื“ื™ืกื™ื™ื“ื– ืึทื– ืขืก ืื™ื– ืฆื™ื™ึทื˜ ืฆื• ื“ืึทืžืคึผ ืคืึทืงื˜ื™ืฉ ื‘ืœืขื˜ืขืจ ืฆื• ื“ื™ืกืง, ืึทื–ื•ื™ ืึทื– ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื“ื•ืจื›ืคืึทืœ, ืžื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ื•ื•ื™ื™ื ื™ืงืขืจ REDO. ืขืก ืื™ื– ื•ื•ื™ ืึท ืฆืึทืฆืงืข. ืื•ื™ื‘ ืžื™ืจ ื–ืขื ืขืŸ ื’ืขื”ืจื’ืขื˜, ืžื™ืจ ื•ื•ืขืœืŸ ืึธื ื”ื™ื™ื‘ืŸ ื“ืขื ืฉืคึผื™ืœ ืคื•ืŸ ื“ื™ ืœืขืฆื˜ืข ื˜ืฉืขืงืคึผื•ื™ื ื˜. ืื•ืŸ ืึทืœืข DBMS ื™ื ืกื˜ืจื•ืžืขื ื˜ ืขืก.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื“ื™ ืกืขื˜ื˜ื™ื ื’ืก ืื™ืŸ Postgres ื–ืขื ืขืŸ ืœืึทื’ื™ื ื’ ื”ื™ื ื˜ืขืจ. ื–ื™ื™ ื–ืขื ืขืŸ ื“ื™ื–ื™ื™ื ื“ ืคึฟืึทืจ 10-15 ื™ืึธืจ ืึทืœื˜ ื•ื•ืึทืœื™ื•ืžื– ืคื•ืŸ ื“ืึทื˜ืŸ ืื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–. ืื•ืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื™ื– ืงื™ื™ืŸ ื•ื™ืกื ืขื.

ื“ืึธ ืื™ื– ื“ื™ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืื•ื ื“ื–ืขืจ Postgres ื˜ืฉืขืง-ืึทืจื•ื™ืฃ ื‘ืึทืจื™ื›ื˜, ื“"ื” ืึธื˜ืึทืžืึทื˜ื™ืง ื’ืขื–ื•ื ื˜ ื˜ืฉืขืง. ืื•ืŸ ื“ืึธ ืื™ื– ืขื˜ืœืขื›ืข ื“ืึทื˜ืึทื‘ื™ื™ืก ืคื•ืŸ ืขื˜ืœืขื›ืข ื˜ืขืจืึทื‘ื™ื˜ืขืก. ืื•ืŸ ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืขืŸ ื’ื•ื˜ ืึทื– ื’ืขืฆื•ื•ื•ื ื’ืขืŸ ื˜ืฉืขืงืคึผื•ื™ื ืฅ ืื™ืŸ ื›ึผืžืขื˜ 90% ืคื•ืŸ ืงืึทืกืขืก.

ื•ื•ืืก ืžื™ื™ื ื˜ ืขืก? ืขืก ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ืกืขื˜ื˜ื™ื ื’ืก ื“ืึธืจื˜. ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืงืขื ืขืŸ ืงื•ืžืขืŸ ื“ื•ืจืš ื˜ื™ื™ืžืึทื•ื˜, ืœืžืฉืœ, ืื™ืŸ 10 ืžื™ื ื•ื˜. ืึธื“ืขืจ ืขืก ืงืขืŸ ืงื•ืžืขืŸ ื•ื•ืขืŸ ื’ืึทื ืฅ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื“ืึทื˜ืŸ ืื™ื– ืึธื ื’ืขืคื™ืœื˜.

ืื•ืŸ ื“ื•ืจืš ืคืขืœื™ืงื™ื™ึทื˜ max_wal_saze ืื™ื– ื‘ืึทืฉื˜ื™ืžื˜ ืฆื• 1 ื’ื™ื’ืื‘ื™ื™ื˜. ืื™ืŸ ืคืึทืงื˜, ื“ืึธืก ื˜ืึทืงืข ื›ืึทืคึผืึทื ื– ืื™ืŸ Postgres ื ืึธืš 300-400 ืžืขื’ืื‘ื™ื™ื˜. ืื™ืจ ื”ืึธื˜ ื’ืขื‘ื™ื˜ืŸ ืึทื–ื•ื™ ืคื™ืœ ื“ืึทื˜ืŸ ืื•ืŸ ื“ื™ื™ืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื›ืึทืคึผืึทื ื–.

ืื•ืŸ ืื•ื™ื‘ ืงื™ื™ื ืขืจ ื”ืื˜ ืขืก ื ื™ืฉื˜ ื’ืขื˜ื•ืŸ, ืื•ืŸ ื“ื™ ืกืขืจื•ื•ื™ืก ืื™ื– ื’ืขื•ื•ืืงืกืŸ, ืื•ืŸ ื“ื™ ืคื™ืจืžืข ืคืืจื“ื™ื ื˜ ืืกืืš ื’ืขืœื˜, ื”ืื˜ ื–ื™ ืืกืืš ื˜ืจืื ื–ืืงืฆื™ืขืก, ื“ืขืžืืœื˜ ืงื•ืžื˜ ื“ืขืจ ื˜ืฉืขืง-ืคื•ื™ื ื˜ ืื™ื™ื ืžืืœ ื ืžื™ื ื•ื˜, ืืžืืœ ื™ืขื“ืข 30 ืกืขืงื•ื ื“ืขืก, ืื•ืŸ ืืžืืœ ืืคื™ืœื• ืื™ื‘ืขืจืœืึทืคึผืŸ. ื“ืึธืก ืื™ื– ื’ืึทื ืฅ ืฉืœืขื›ื˜.

ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึทื›ืŸ ื–ื™ื›ืขืจ ืึทื– ืขืก ืงื•ืžื˜ ื•ื•ื™ื™ื ื™ืงืขืจ ืึธืคื˜. ืึทื– ืื™ื–, ืžื™ืจ ืงืขื ืขืŸ ื›ืึทืคึผืŸ max_wal_size. ืื•ืŸ ืขืก ื•ื•ืขื˜ ืงื•ืžืขืŸ ื•ื•ื™ื™ื ื™ืงืขืจ ืึธืคื˜.

ืึธื‘ืขืจ ืžื™ืจ ื”ืึธื‘ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขื“ ืึท ื’ืึทื ืฅ ืžืขื˜ืึทื“ืึทืœืึทื“ื–ืฉื™ ื•ื•ื™ ืฆื• ื˜ืึธืŸ ื“ืึธืก ืžืขืจ ืจื™ื›ื˜ื™ืง, ื“ืึธืก ืื™ื–, ื•ื•ื™ ืฆื• ืžืึทื›ืŸ ืึท ื‘ืึทืฉืœื•ืก ื•ื•ืขื’ืŸ ื“ื™ ื‘ืจื™ืจื” ืคื•ืŸ ืกืขื˜ื˜ื™ื ื’ืก, ืงืœืืจ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืกืคึผืขืฆื™ืคื™ืฉ ื“ืึทื˜ืŸ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืึทืงืงืึธืจื“ื™ื ื’ืœื™, ืžื™ืจ ื˜ืึธืŸ ืฆื•ื•ื™ื™ ืกืขืจื™ืข ืคื•ืŸ โ€‹โ€‹ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ ืื•ื™ืฃ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–.

ื“ืขืจ ืขืจืฉื˜ืขืจ ืกืขืจื™ืข - ืžื™ืจ ื˜ื•ื™ืฉืŸ max_wal_size. ืื•ืŸ ืžื™ืจ ื˜ืึธืŸ ืึท ืžืึทืกื™ื•ื• ืึธืคึผืขืจืึทืฆื™ืข. ืขืจืฉื˜ืขืจ, ืžื™ืจ ื˜ืึธืŸ ื“ืึธืก ืžื™ื˜ ื“ื™ ืคืขืœื™ืงื™ื™ึทื˜ ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ืคื•ืŸ 1 ื’ื™ื’ืื‘ื™ื™ื˜. ืื•ืŸ ืžื™ืจ ื˜ืึธืŸ ืึท ืžืึทืกื™ื•ื• ื•ื™ืกืžืขืงืŸ ืคื•ืŸ ืคื™ืœืข ืžื™ืœื™ืึทื ื– ืคื•ืŸ ืฉื•ืจื•ืช.

ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ื™ ืฉื•ื•ืขืจ ืขืก ืื™ื– ืคึฟืึทืจ ืื•ื ื“ื–. ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ืกืง IO ืื™ื– ื–ื™ื™ืขืจ ืฉืœืขื›ื˜. ืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ื•ื•ื™ ืคื™ืœืข WALs ืžื™ืจ ื”ืึธื‘ืŸ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“, ื•ื•ื™ื™ึทืœ ื“ืึธืก ืื™ื– ื–ื™ื™ืขืจ ื•ื•ื™ื›ื˜ื™ืง. ืœืึธืžื™ืจ ื–ืขืŸ ื•ื•ื™ ืคื™ืœืข ืžืึธืœ ื“ื™ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื™ื– ื’ืขื•ื•ืขืŸ. ืื•ืŸ ืžื™ืจ ื–ืขืŸ ืึทื– ืขืก ืื™ื– ื ื™ืฉื˜ ื’ื•ื˜.

ื•ื•ื™ื™ึทื˜ืขืจ ืžื™ืจ ืคืึทืจื’ืจืขืกืขืจืŸ max_wal_size. ืžื™ืจ ืื™ื‘ืขืจื—ื–ืจืŸ. ืžื™ืจ ืคืึทืจื’ืจืขืกืขืจืŸ, ืžื™ืจ ืื™ื‘ืขืจื—ื–ืจืŸ. ืื•ืŸ ืึทื–ื•ื™ ืคื™ืœืข ืžืืœ. ืื™ืŸ ืคึผืจื™ื ืฆื™ืคึผ, 10 ืคื•ื ืงื˜ืŸ ืื™ื– ื’ื•ื˜, ื•ื•ื• 1, 2, 4, 8 ื’ื™ื’ืื‘ื™ื™ื˜. ืื•ืŸ ืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ื“ื™ ื ืึทื˜ื•ืจ ืคื•ืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ืกื™ืกื˜ืขื. ืขืก ืื™ื– ืงืœืึธืจ ืึทื– ื“ืึธ ื“ื™ ื•ื™ืกืจื™ื›ื˜ ื–ืึธืœ ื–ื™ื™ืŸ ื•ื•ื™ ืื•ื™ืฃ ืคึผืจืึธื“. ืื™ืจ ืžื•ื–ืŸ ื”ืึธื‘ืŸ ื“ื™ ื–ืขืœื‘ืข ื“ื™ืกืงืก, ื“ื™ ื–ืขืœื‘ืข ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื–ื™ืงืึธืจืŸ ืื•ืŸ ื“ื™ ื–ืขืœื‘ืข Postgres ืกืขื˜ื˜ื™ื ื’ืก.

ืื•ืŸ ืึทื–ื•ื™ ื•ื•ืขืœืŸ ืžื™ืจ ืื•ื™ืกื˜ื•ื™ืฉืŸ ืื•ื ื“ื–ืขืจ ืกื™ืกื˜ืขื, ืื•ืŸ ืžื™ืจ ื•ื•ื™ืกืŸ ื•ื•ื™ ื“ื™ DBMS ื•ื•ืขื˜ ื–ื™ืš ืคื™ืจืŸ ืื™ืŸ ืคืึทืœ ืคื•ืŸ ืึท ืฉืœืขื›ื˜ ืžืึทืกืข DELETE, ื•ื•ื™ ืขืก ื•ื•ืขื˜ ื˜ืฉืขืงืคึผื•ื™ื ื˜.

ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื™ืŸ ืจื•ืกื™ืฉ ื–ืขื ืขืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜.

ื‘ื™ื™ึทืฉืคึผื™ืœ: ื•ื™ืกืžืขืงืŸ ืขื˜ืœืขื›ืข ืžื™ืœื™ืึธืŸ ืจืึธื•ื– ืœื•ื™ื˜ ืื™ื ื“ืขืงืก, ืจืึธื•ื– ื–ืขื ืขืŸ "ืฆืขื•ื•ืึธืจืคืŸ" ืึทืจื™ื‘ืขืจ ื‘ืœืขื˜ืขืจ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื“ืึธ ืื™ื– ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ. ื“ืึธืก ืื™ื– ืขื˜ืœืขื›ืข ื™ืกื•ื“. ืื•ืŸ ืžื™ื˜ ื“ื™ ืคืขืœื™ืงื™ื™ึทื˜ ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ืคื•ืŸ 1 ื’ื™ื’ืื‘ื™ื™ื˜ ืคึฟืึทืจ max_wal_size, ืขืก ืื™ื– ื–ื™ื™ืขืจ ืงืœืึธืจ ืึทื– ืื•ื ื“ื–ืขืจ ื“ื™ืกืงืก ื’ื™ื™ืŸ ืฆื• ื“ื™ ืคึผืึธืœื™ืฆืข ืคึฟืึทืจ ืจืขืงืึธืจื“ื™ื ื’. ื“ืึธืก ื‘ื™ืœื“ ืื™ื– ืึท ื˜ื™ืคึผื™ืฉ ืกื™ืžืคึผื˜ืึธื ืคื•ืŸ ืึท ื–ื™ื™ืขืจ ืงืจืึทื ืง ืคึผืึทืฆื™ืขื ื˜, ื“ืึธืก ืื™ื–, ืขืจ ื˜ืึทืงืข ืคึผืขืœืฅ ืฉืœืขื›ื˜. ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ื™ืŸ ืึธืคึผืขืจืึทืฆื™ืข, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื‘ืœื•ื™ื– ืึท ื•ื™ืกืžืขืงืŸ ืคื•ืŸ ืขื˜ืœืขื›ืข ืžื™ืœื™ืึธืŸ ืฉื•ืจื•ืช.

ืื•ื™ื‘ ืžืขืŸ ืœืื–ื˜ ืื–ื ืืคืขืจืืฆื™ืข ืื™ืŸ ืคืจืื“, ื•ื•ืขืœืŸ ืžื™ืจ ื–ื™ืš ื ืืจ ืœื™ื™ื’ืŸ, ื•ื•ื™ื™ืœ ืขืก ืื™ื– ืงืœืืจ ืื– ืžืขืŸ ื”ืจื’ืขื˜ ืื•ื ื– ืื™ืŸ ื“ื™ ืจืขื’ื™ืžืขื ื˜.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื•ื•ื™ื™ึทื˜ืขืจ, ื•ื•ื• 16 ื’ื™ื’ืื‘ื™ื™ื˜, ืขืก ืื™ื– ืงืœืึธืจ ืึทื– ื“ื™ ืฆื™ื™ืŸ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื ื™ื˜ืึธ. ืฆื™ื™ืŸ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ื‘ืขืกืขืจ, ื“ืึธืก ื”ื™ื™ืกื˜, ืžื™ืจ ืงืœืึทืคึผืŸ ืื™ืŸ ื“ืขืจ ืกื˜ืขืœื™ืข, ืึธื‘ืขืจ ื ื™ืฉื˜ ืึทื–ื•ื™ ืฉืœืขื›ื˜. ื“ืึธืจื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื‘ื™ืกืœ ืคืจื™ื™ื”ื™ื™ื˜. ืื•ื™ืฃ ื“ื™ ืจืขื›ื˜ ืื™ื– ื“ื™ ืจืขืงืึธืจื“. ืื•ืŸ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืึทืคึผืขืจื™ื™ืฉืึทื ื– - ื“ื™ ืจื’ืข ื’ืจืึทืคื™ืง. ืื•ืŸ ืขืก ืื™ื– ืงืœืึธืจ ืึทื– ืžื™ืจ ืึธื˜ืขืžืขืŸ ืฉื•ื™ืŸ ืึท ื‘ื™ืกืœ ื’ืจื™ื ื’ืขืจ ื•ื•ืขืŸ 16 ื’ื™ื’ืื‘ื™ื™ื˜.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื•ืŸ ื•ื•ื• 64 ื’ื™ื’ืื‘ื™ื™ื˜ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืขืŸ ืึทื– ืขืก ืื™ื– ื’ืขื•ื•ืืจืŸ ื’ืึธืจ ื‘ืขืกืขืจ. ืฉื•ื™ืŸ ื“ื™ ืฆื™ื™ืŸ ื–ืขื ืขืŸ ืคึผืจืึทื ืึทื•ื ืกื˜, ืขืก ื–ืขื ืขืŸ ืžืขืจ ืึทืคึผืขืจื˜ื•ื ืึทื˜ื™ื– ืฆื• ื‘ืœื™ื™ึทื‘ื  ืœืขื‘ืŸ ืื ื“ืขืจืข ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืื•ืŸ ื˜ืึธืŸ ืขืคึผืขืก ืžื™ื˜ ื“ื™ ื“ื™ืกืง.

ืคืืจื•ื•ืืก ืึทื–ื•ื™

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื™ืš ื•ื•ืขืœ ื–ื™ืš ืื‘ื™ืกืœ ืืจื™ื™ื ื“ืจื™ื™ืขืŸ ืื™ืŸ ื“ื™ ื“ืขื˜ืืœืŸ, ืื‘ืขืจ ื“ื™ ื˜ืขืžืข, ื•ื•ื™ ืื–ื•ื™ ืฆื• ืคื™ืจืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’, ืงืขืŸ ืคื™ืจืŸ ืฆื• ืึท ื’ืึทื ืฅ ื‘ืึทืจื™ื›ื˜, ืึทื–ื•ื™ ืื™ืš ื•ื•ืขืœ ื ื™ืฉื˜ ืœืึธื“ืŸ ืคื™ืœ, ืึธื‘ืขืจ ืื™ืš ื•ื•ืขืœ ื•ื™ืกืฉืœื™ืกืŸ ืึท ื‘ื™ืกืœ ื•ื•ืึธืก ืฉื•ื•ืขืจื™ืงื™ื™ื˜ืŸ ืขืก ื–ืขื ืขืŸ.

ืื•ื™ื‘ ื“ื™ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื›ืึทืคึผืึทื ื– ืฆื• ืึธืคื˜, ืื•ืŸ ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื•ื ื“ื–ืขืจ ืฉื•ืจื•ืช ื ื™ืฉื˜ ืกืึทืงื•ื•ืขื ื˜ืฉืึทืœื™, ืึธื‘ืขืจ ื’ืขืคึฟื™ื ืขืŸ ื“ื•ืจืš ืื™ื ื“ืขืงืก, ื•ื•ืึธืก ืื™ื– ื’ื•ื˜, ื•ื•ื™ื™ึทืœ ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื•ื™ืกืžืขืงืŸ ื“ื™ ื’ืื ืฆืข ื˜ื™ืฉ, ื“ืขืžืึธืœื˜ ืขืก ืงืขืŸ ืคึผืึทืกื™ืจืŸ ืึทื– ืื™ืŸ ืขืจืฉื˜ืขืจ ืžื™ืจ ื’ืขืจื™ืจื˜ ื“ืขืจ ืขืจืฉื˜ืขืจ ื‘ืœืึทื˜, ื“ืขืžืึธืœื˜ ื“ืขืจ ื˜ื•ื™ื–ื ื˜ื˜ืขืจ, ืื•ืŸ ื“ืขืจื ืึธืš ืื•ืžื’ืขืงืขืจื˜ ืฆื• ื“ืขืจ ืขืจืฉื˜ืขืจ . ืื•ืŸ ืื•ื™ื‘ ืฆื•ื•ื™ืฉืŸ ื“ื™ ื•ื•ื™ื–ื™ืฅ ืฆื• ื“ืขืจ ืขืจืฉื˜ืขืจ ื‘ืœืึทื˜, ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื”ืื˜ ืฉื•ื™ืŸ ื’ืขืจืื˜ืขื•ื•ืขื˜ ืขืก ืฆื• ื“ื™ืกืง, ื“ืขืžืึธืœื˜ ืขืก ื•ื•ืขื˜ ืจืึทื˜ืขื•ื•ืขืŸ ืขืก ื•ื•ื™ื“ืขืจ, ื•ื•ื™ื™ึทืœ ืžื™ืจ ื”ืึธื‘ืŸ ืขืก ื’ืจืึธื‘ ืึท ืฆื•ื•ื™ื™ื˜ ืžืึธืœ.

ืื•ืŸ ืžื™ืจ ื•ื•ืขืœืŸ ืฆื•ื•ื™ื ื’ืขืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืฆื• ืจืึทื˜ืขื•ื•ืขืŸ ืขืก ืคื™ืœืข ืžืืœ. ื•ื•ื™ ื•ื•ืึธืœื˜ ืขืก ื–ื™ื™ืŸ ื™ื‘ืขืจื™ืง ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืคึฟืึทืจ ืื™ื.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื‘ืขืจ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ืึทืœืข. ื‘ืœืขื˜ืขืจ ื–ืขื ืขืŸ 8 ืงื™ืœืื‘ื™ื™ื˜ ืื™ืŸ Postgres ืื•ืŸ 4 ืงื™ืœืื‘ื™ื™ื˜ ืื™ืŸ ืœื™ื ื•ืงืก. ืื•ืŸ ืขืก ืื™ื– ืึท full_page_writes ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ. ืขืก ืื™ื– ืขื ื™ื™ื‘ืึทืœื“ ื“ื•ืจืš ืคืขืœื™ืงื™ื™ึทื˜. ืื•ืŸ ื“ืืก ืื™ื– ืจื™ื›ื˜ื™ื’, ื•ื•ื™ื™ืœ ืื•ื™ื‘ ืžื™ืจ ืงืขืจืŸ ืขืก ืืค, ืื™ื– ื“ื ื ืกื›ื ื” ืื– ื ืืจ ื”ืขืœืคื˜ ืคื•ืŸ ื“ื™ ื‘ืœืื˜ ื•ื•ืขื˜ ื’ืขืจืื˜ืขื•ื•ืขื˜ ื•ื•ืขืจืŸ ืื•ื™ื‘ ืขืก ืงืจืื›ื˜.

ื“ื™ ื ืึทื˜ื•ืจ ืคื•ืŸ ืฉืจื™ื™ื‘ืŸ ืฆื• ื“ื™ WAL ืคื•ืŸ ื“ื™ ืคืึธืจื•ื™ืก ืงืœืึธืฅ ืื™ื– ืึทื–ื•ื™ ืึทื– ื•ื•ืขืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื•ืŸ ืžื™ืจ ื˜ื•ื™ืฉืŸ ื“ื™ ื‘ืœืึทื˜ ืคึฟืึทืจ ื“ื™ ืขืจืฉื˜ืขืจ ืžืึธืœ, ื“ื™ ื’ืื ืฆืข ื‘ืœืึทื˜, ื“"ื” ืึทืœืข 8 ืงื™ืœืื‘ื™ื™ื˜, ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ ื“ื™ ืคืึธืจื•ื™ืก ืงืœืึธืฅ, ื›ืึธื˜ืฉ ืžื™ืจ ื ืึธืจ ื˜ืฉื™ื™ื ื“ื–ืฉื“ ื“ื™ ื‘ืœืึทื˜. ืฉื•ืจื”, ื•ื•ืึธืก ื•ื•ื™ื™ื– 100 ื‘ื™ื˜ืขืก. ืื•ืŸ ืžื™ืจ ืžื•ื–ืŸ ืฉืจื™ื™ึทื‘ืŸ ืึทืจืึธืคึผ ื“ื™ ื’ืื ืฆืข ื‘ืœืึทื˜.

ืื™ืŸ ืกืึทื‘ืกืึทืงื•ื•ืึทื ื˜ ืขื ื“ืขืจื•ื ื’ืขืŸ, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืœื•ื™ื– ืึท ืกืคึผืขืฆื™ืคื™ืฉ ื˜ื•ืคึผืœืข, ืึธื‘ืขืจ ืคึฟืึทืจ ื“ื™ ืขืจืฉื˜ืขืจ ืžืึธืœ ืžื™ืจ ืฉืจื™ื™ึทื‘ืŸ ืึทืœืฅ.

ืื•ืŸ, ืึทืงืึธืจื“ื™ื ื’ืœื™, ืื•ื™ื‘ ื“ื™ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ื•ื•ื™ื“ืขืจ, ืžื™ืจ ื”ืึธื‘ืŸ ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ืึทืœืฅ ืคึฟื•ืŸ ืงืจืึทืฆืŸ ื•ื•ื™ื“ืขืจ ืื•ืŸ ืฉื˜ื•ืคึผืŸ ื“ื™ ื’ืื ืฆืข ื‘ืœืึทื˜. ืžื™ื˜ ืึธืคื˜ ื˜ืฉืขืงืคึผื•ื™ื ืฅ, ื•ื•ืขืŸ ืžื™ืจ ื’ื™ื™ืŸ ื“ื•ืจืš ื“ื™ ื–ืขืœื‘ืข ื‘ืœืขื˜ืขืจ, full_page_writes = ืื•ื™ืฃ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืžืขืจ ื•ื•ื™ ืขืก ืงืขืŸ ื–ื™ื™ืŸ, ื“"ื” ืžื™ืจ ื“ื–ืฉืขื ืขืจื™ื™ื˜ ืžืขืจ WAL. ืžืขืจ ืื™ื– ื’ืขืฉื™ืงื˜ ืฆื• ืจืขืคึผืœืึทืงืึทื–, ืฆื• ื“ืขืจ ืึทืจืงื™ื™ื•ื•, ืฆื• ื“ื™ืกืง.

ืื•ืŸ, ืึทืงืึธืจื“ื™ื ื’ืœื™, ืžื™ืจ ื”ืึธื‘ืŸ ืฆื•ื•ื™ื™ ืจื™ื“ืึทื ืกืึทื–.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื•ื™ื‘ ืžื™ืจ ืคืึทืจื’ืจืขืกืขืจืŸ max_wal_size, ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืึทื– ืžื™ืจ ืžืึทื›ืŸ ืขืก ื’ืจื™ื ื’ืขืจ ืคึฟืึทืจ ื‘ื™ื™ื“ืข ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื•ืŸ ื•ื•ืึทืœ ืฉืจื™ื™ื‘ืขืจ. ืื•ืŸ ื“ืึธืก ืื™ื– ื’ืจื•ื™ืก.

ืœืืžื™ืจ ืืจื™ื™ื ืœื™ื™ื’ืŸ ื ื˜ืขืจืื‘ื™ื™ื˜ ืื•ืŸ ืœืขื‘ืŸ ื“ืขืจืžื™ื˜. ื•ื•ืืก ืื™ื– ืฉืœืขื›ื˜ ื“ืขืจื™ืŸ? ื“ืึธืก ืื™ื– ืฉืœืขื›ื˜, ื•ื•ื™ื™ึทืœ ืื™ืŸ ืคืึทืœ ืคื•ืŸ ืึท ื“ื•ืจื›ืคืึทืœ, ืžื™ืจ ื•ื•ืขืœืŸ ืงืจื™ื›ืŸ ืคึฟืึทืจ ืฉืขื”, ื•ื•ื™ื™ึทืœ ื“ื™ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜ ืฆื•ืจื™ืง ืื•ืŸ ืึท ืคึผืœืึทืฅ ื”ืื˜ ืฉื•ื™ืŸ ื’ืขื‘ื™ื˜ืŸ. ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืึธืŸ ืึทืœืข ื“ืขื REDO. ืื•ืŸ ืึทื–ื•ื™ ืžื™ืจ ื˜ืึธืŸ ื“ื™ ืจื’ืข ืกืขืจื™ืข ืคื•ืŸ โ€‹โ€‹ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ.

ืžื™ืจ ื˜ืึธืŸ ืึทืŸ ืึธืคึผืขืจืึทืฆื™ืข ืื•ืŸ ื–ืขืŸ ื•ื•ืขืŸ ื“ื™ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื™ื– ื•ื•ืขื’ืŸ ืฆื• ืคืึทืจืขื ื“ื™ืงืŸ, ืžื™ืจ ื˜ื™ื™ื˜ืŸ -9 ืคึผืึธืกื˜ื’ืจืขืก ืžื™ื˜ ืฆื™ืœ.

ืื•ืŸ ื ืึธืš ื“ืขื, ืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืขืก ื•ื•ื™ื“ืขืจ, ืื•ืŸ ื–ืขืŸ ื•ื•ื™ ืœืึทื ื’ ืขืก ื•ื•ืขื˜ ื”ืขื›ืขืจื•ื ื’ ืื•ื™ืฃ ื“ืขื ืขืงื•ื•ื™ืคึผืžืขื ื˜, ื“"ื” ื•ื•ื™ ืคื™ืœ ืขืก ื•ื•ืขื˜ ืจืขื“ืึธ ืื™ืŸ ื“ืขื ืฉืœืขื›ื˜ ืกื™ื˜ื•ืึทืฆื™ืข.

ืฆื•ื•ื™ื™ ืžืึธืœ ื•ื•ืขืœ ืื™ืš ื‘ืึทืžืขืจืงืŸ ืึทื– ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ืื™ื– ืฉืœืขื›ื˜. ืขืจืฉื˜ืขืจ, ืžื™ืจ ืงืจืึทืฉื˜ ืจืขื›ื˜ ืื™ื™ื“ืขืจ ื“ื™ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ื‘ืขืจ, ืึทื–ื•ื™ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคึผืœืึทืฅ ืฆื• ืคืึทืจืœื™ืจืŸ. ืื•ืŸ ืฆื•ื•ื™ื™ื˜ื ืก, ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืžืึทืกื™ื•ื• ืึธืคึผืขืจืึทืฆื™ืข. ืื•ืŸ ืื•ื™ื‘ ื˜ืฉืขืงืคึผื•ื™ื ืฅ ื–ืขื ืขืŸ ืื•ื™ืฃ ื˜ื™ื™ืžืึทื•ื˜, ื“ืขืจื™ื‘ืขืจ, ืจื•ื‘ึฟ ืžืกืชึผืžื, ื•ื•ื™ื™ื ื™ืงืขืจ WAL ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ื–ื™ื ื˜ ื“ื™ ืœืขืฆื˜ืข ื˜ืฉืขืงืคึผื•ื™ื ื˜. ื“ืึธืก ื”ื™ื™ืกื˜, ืขืก ืื™ื– ืึท ื˜ืึธืคึผืœ ืœื•ื–ืขืจ.

ืžื™ืจ ืžืขืกื˜ืŸ ืึทื–ืึท ืึท ืกื™ื˜ื•ืึทืฆื™ืข ืคึฟืึทืจ ืคืึทืจืฉื™ื“ืขื ืข ืžืึทืงืก_ื•ื•ืึทืœ_ืกื™ื™ื– ืกื™ื–ืขืก ืื•ืŸ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืื•ื™ื‘ ืžืึทืงืก_ื•ื•ืึทืœ_ืกื™ื™ื– ืื™ื– 64 ื’ื™ื’ืื‘ื™ื™ื˜, ื“ืขืžืึธืœื˜ ืื™ืŸ ืึท ื˜ืึธืคึผืœ ืขืจื’ืกื˜ ืคืึทืœ ืžื™ืจ ืงืจื™ื›ืŸ ืคึฟืึทืจ 10 ืžื™ื ื•ื˜. ืื•ืŸ ืžื™ืจ ื˜ืจืึทื›ื˜ืŸ ืฆื™ ืขืก ืคึผืึทืกื˜ ืื•ื ื“ื– ืึธื“ืขืจ ื ื™ืฉื˜. ื“ืึธืก ืื™ื– ืึท ื’ืขืฉืขืคื˜ ืงืฉื™ื. ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื•ื•ื™ื™ึทื–ืŸ ื“ืขื ื‘ื™ืœื“ ืฆื• ื“ื™ ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ืคึฟืึทืจ ื’ืขืฉืขืคื˜ ื“ื™ืกื™ื–ืฉืึทื ื– ืื•ืŸ ืคืจืขื’ืŸ, "ื•ื•ื™ ืœืึทื ื’ ืงืขื ืขืŸ ืžื™ืจ ืœื™ื’ืŸ ืึทืจืึธืคึผ ืื™ืŸ ืคืึทืœ ืคื•ืŸ ืึท ืคึผืจืึธื‘ืœืขื? ืงืขื ืขืŸ ืžื™ืจ ืœื™ื’ืŸ ืึทืจืึธืคึผ ืื™ืŸ ื“ื™ ืขืจื’ืกื˜ ืกื™ื˜ื•ืึทืฆื™ืข ืคึฟืึทืจ 3-5 ืžื™ื ื•ื˜? ืื•ืŸ ืื™ืจ ืžืึทื›ืŸ ืึท ื‘ืึทืฉืœื•ืก.

ืื•ืŸ ื“ืึธ ืื™ื– ืึท ื˜ืฉื™ืงืึทื•ื•ืข ืคื•ื ื˜. ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคึผืึธืจ ืคื•ืŸ ืจื™ืคึผืึธืจืฅ ื•ื•ืขื’ืŸ Patroni ืื•ื™ืฃ ื“ืขืจ ื–ื™ืฆื•ื ื’. ืื•ืŸ ืืคึฟืฉืจ ืื™ืจ ื ื•ืฆืŸ ืขืก. ื“ืึธืก ืื™ื– ืึทืŸ ืึทื•ื˜ืึธ ืคืึทื™ืœืึธื•ื•ืขืจ ืคึฟืึทืจ Postgres. GitLab ืื•ืŸ Data Egret ื”ืึธื‘ืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื“ืขื.

ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ืึท ืึทื•ื˜ืึธ-ืคืึทื™ืœืึธื•ื•ืขืจ ื•ื•ืึธืก ืงื•ืžื˜ ืื™ืŸ 30 ืกืขืงื•ื ื“ืขืก, ืืคึฟืฉืจ ืžื™ืจ ืงืขื ืขืŸ ืœื™ื’ืŸ ืึทืจืึธืคึผ ืคึฟืึทืจ 10 ืžื™ื ื•ื˜? ื•ื•ื™ื™ึทืœ ืžื™ืจ ื•ื•ืขืœืŸ ื‘ืึทืฉื˜ื™ืžืขืŸ ืฆื• ื“ื™ ืจืขืคึผืœื™ืงืข ื“ื•ืจืš ื“ืขื ืคื•ื ื˜, ืื•ืŸ ืึทืœืฅ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืคื™ื™ึทืŸ. ื“ืึธืก ืื™ื– ืึท ื•ื•ื™ื›ื˜ื™ืง ืคื•ื ื˜. ืื™ืš ื•ื•ื™ื™ืก ื ื™ืฉื˜ ืงื™ื™ืŸ ืงืœืืจืข ืขื ื˜ืคืขืจ. ืื™ืš ื ืึธืจ ืคื™ืœืŸ ืึทื– ื“ื™ ื˜ืขืžืข ืื™ื– ื ื™ืฉื˜ ื‘ืœื•ื™ื– ืึทืจื•ื ืงืจืึทืš ืึธืคึผื–ื•ืš.

ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืœืึทื ื’ ืึธืคึผื–ื•ืš ื ืึธืš ืึท ื“ื•ืจื›ืคืึทืœ, ืžื™ืจ ื•ื•ืขืœืŸ ื–ื™ื™ืŸ ื•ืžื‘ืึทืงื•ื•ืขื ืื™ืŸ ืคื™ืœืข ืื ื“ืขืจืข ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ, ื•ื•ืขืŸ ืžื™ืจ ื˜ืึธืŸ ืขืคึผืขืก ืื•ืŸ ืžืืœ ื”ืึธื‘ืŸ ืฆื• ื•ื•ืึทืจื˜ืŸ ืคึฟืึทืจ 10 ืžื™ื ื•ื˜.

ืื™ืš ื•ื•ืึธืœื˜ ื ืึธืš ื ื™ืฉื˜ ื’ื™ื™ืŸ ืฆื• ื•ื•ื™ื™ึทื˜, ืืคื™ืœื• ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืึทื•ื˜ืึธ-ืคื™ื™ืœืึธื•ื•ืขืจ. ื•ื•ื™ ืึท ื”ืขืจืฉืŸ, ื•ื•ืึทืœื•ืขืก ืึทื–ืึท ื•ื•ื™ 64, 100 ื’ื™ื’ืื‘ื™ื™ื˜ ื–ืขื ืขืŸ ื’ื•ื˜ ื•ื•ืึทืœื•ืขืก. ืžืืœ ืขืก ืก ืึทืคึฟื™ืœื• ื•ื•ืขืจื˜ ื˜ืฉื•ื–ื™ื ื’ ื•ื•ื™ื™ื ื™ืงืขืจ. ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ื“ืึธืก ืื™ื– ืึท ืกืึทื˜ืึทืœ ื•ื•ื™ืกื ืฉืึทืคึฟื˜.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืฆื• ื˜ืึธืŸ ื™ื˜ืขืจื™ื™ืฉืึทื ื–, ืœืžืฉืœ, max_wal_size = 1, 8, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืื™ื‘ืขืจื—ื–ืจืŸ ื“ื™ ืžืึทืกืข ืึธืคึผืขืจืึทืฆื™ืข ืคื™ืœืข ืžืืœ. ืื™ืจ ื’ืขืžืื›ื˜ ืขืก. ืื•ืŸ ืื•ื™ืฃ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื‘ืึทื–ืข ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื˜ืึธืŸ ืขืก ื•ื•ื™ื“ืขืจ, ืึธื‘ืขืจ ืื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืื•ื™ืกื’ืขืžืขืงื˜ ืึทืœืฅ. ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ?

ืื™ืš ื•ื•ืขืœ ืจืขื“ืŸ ืฉืคึผืขื˜ืขืจ ื•ื•ืขื’ืŸ ืื•ื ื“ื–ืขืจ ืœื™ื™ื–ื•ื ื’, ื•ื•ืึธืก ืžื™ืจ ื˜ืึธืŸ ืื™ืŸ ืกื“ืจ ืฆื• ื™ื˜ืขืจื™ื™ื˜ ืื™ืŸ ืึทื–ืึท ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก. ืื•ืŸ ื“ืึธืก ืื™ื– ื“ื™ ืžืขืจืกื˜ ืจื™ื›ื˜ื™ืง ืฆื•ื’ืึทื ื’.

ืื‘ืขืจ ืื™ืŸ ื“ืขื ืคืึทืœ, ืžื™ืจ ื”ืึธื‘ืŸ ืžืึทื–ืœื“ื™ืง. ืื•ื™ื‘, ื•ื•ื™ ืขืก ื–ืื’ื˜ ื“ืึธ "BEGIN, DELETE, ROLLBACK", ืžื™ืจ ืงืขื ืขืŸ ืื™ื‘ืขืจื—ื–ืจืŸ ื•ื™ืกืžืขืงืŸ. ื“ืึธืก ืื™ื–, ืื•ื™ื‘ ืžื™ืจ ืงืึทื ืกืึทืœื“ ืขืก ื–ื™ืš, ืžื™ืจ ืงืขื ืขืŸ ืื™ื‘ืขืจื—ื–ืจืŸ ืขืก. ืื•ืŸ ืคื™ื–ื™ืงืœื™ ื‘ื™ื™ ืื™ืจ ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืขื˜ ืœื™ื’ืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืึธืจื˜. ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ืืคื™ืœื• ื‘ืึทืงื•ืžืขืŸ ืงื™ื™ืŸ ื‘ืœืึธื•ืŸ. ืื™ืจ ืงืขื ืขืŸ ื™ื˜ืขืจื™ื™ื˜ ืื™ื‘ืขืจ ืึทื–ืึท DELETEs.

ื“ืขื ื•ื™ืกืžืขืงืŸ ืžื™ื˜ ROLLBACK ืื™ื– ื™ื“ืขืึทืœ ืคึฟืึทืจ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’, ืืคื™ืœื• ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืึท ืจืขื›ื˜ ื“ื™ืคึผืœื•ื™ื“ ื“ืึทื˜ืึทื‘ื™ื™ืก ืœืึทื‘ื–.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืžื™ืจ ื’ืขืžืื›ื˜ ืึท ื˜ืขืœืขืจ ืžื™ื˜ ืื™ื™ืŸ ื–ื™ื™ึทืœ "ืื™ืš". Postgres ื”ืื˜ ื ื•ืฆืŸ ืฉืคืืœื˜ืŸ. ื–ื™ื™ ื–ืขื ืขืŸ ื•ืžื–ืขื™ืง ืกื™ื™ึทื“ืŸ ืกืคึผืึทืกื™ืคื™ืงืœื™ ื’ืขื‘ืขื˜ืŸ ืคึฟืึทืจ. ื“ื™ ื–ืขื ืขืŸ: ืงื˜ื™ื“, ืงืกืžื™ื“, ืงืกืžืึทืงืก.

ืงื˜ื™ื“ ืื™ื– ืึท ื’ืฉืžื™ื•ืช ืึทื“ืจืขืก. ื ื•ืœ ื‘ืœืึทื˜, ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ื•ืคึผืœืข ืื™ืŸ ื“ืขื ื‘ืœืึทื˜.

ืขืก ืงืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืขืŸ ืึทื– ื ืึธืš ROOLBACK ื“ื™ ื˜ื•ืคึผืœืข ืคืืจื‘ืœื™ื‘ืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืึธืจื˜. ืึทื– ืื™ื–, ืžื™ืจ ืงืขื ืขืŸ ืคึผืจื•ื‘ื™ืจืŸ ื•ื•ื™ื“ืขืจ, ืขืก ื•ื•ืขื˜ ื‘ื™ื›ื™ื™ื•ื• ื“ื™ ื–ืขืœื‘ืข ื•ื•ืขื’. ื“ืืก ืื™ื– ื“ื™ ืขื™ืงืจ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

Xmax ืื™ื– ื“ื™ ืฆื™ื™ื˜ ืคื•ืŸ ื˜ื•ื™ื˜ ืคื•ืŸ ื“ื™ ื˜ื•ืคึผืœืข. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืกื˜ืึทืžืคึผื˜, ืึธื‘ืขืจ Postgres ื•ื•ื™ื™ืกื˜ ืึทื– ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ืจืึธื•ืœื“ ืฆื•ืจื™ืง, ืึทื–ื•ื™ ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ ืื•ื™ื‘ ืขืก ืื™ื– 0 ืึธื“ืขืจ ืขืก ืื™ื– ืึท ืจืึธื•ืœื“ ืฆื•ืจื™ืง ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ. ื“ืึธืก ืกืึทื’ื“ื–ืฉืขืกืฅ ืึทื– ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ื™ื˜ืขืจื™ื™ื˜ ืื™ื‘ืขืจ DELETE ืื•ืŸ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื“ื™ ืคืึทืจื ืขื ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืคื•ืŸ ื“ื™ ืกื™ืกื˜ืขื ื ืึทื˜ื•ืจ. ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืก ืœืึทื‘ื– ืคึฟืึทืจ ืึธืจืขื.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื“ืึธืก ืื™ื– ื•ื•ืขื’ืŸ ืคึผืจืึธื•ื’ืจืึทืžืขืจื–. ืื•ื™ืš ื•ื•ืขื’ืŸ DBA, ื–ื™ื™ ื‘ืึทืฉื•ืœื“ื™ืงืŸ ืฉื˜ืขื ื“ื™ืง ืคึผืจืึธื•ื’ืจืึทืžืขืจื– ืคึฟืึทืจ ื“ืขื: "ืคืืจื•ื•ืืก ื˜ืึธืŸ ืื™ืจ ืึทื–ืึท ืœืึทื ื’ ืื•ืŸ ืฉื•ื•ืขืจ ืึทืคึผืขืจื™ื™ืฉืึทื ื–?". ื“ืึธืก ืื™ื– ืึท ื’ืึธืจ ืึทื ื“ืขืจืฉ ืคึผืขืจืคึผืขื ื“ื™ืงื•ืœืึทืจ ื˜ืขืžืข. ืข ืก ืคืœืขื’ ื˜ ื’ืขืฐืข ืŸ ืื“ืžื™ื ื™ืกื˜ืจืืฆื™ืข , ืื• ืŸ ืื™ืฆ ื˜ ืฐืข ื˜ ื–ืฒ ืŸ ืื ื˜ื•ื•ื™ืงืœื•ื ื’ .

ื“ืึธืš, ืžื™ืจ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ืฆืขื‘ืจืื›ืŸ ืื™ืŸ ื‘ืจืขืงืœืขืš. ืขืก ืื™ื– ืงืœืึธืจ. ืขืก ืื™ื– ืื•ืžืžืขื’ืœืขืš ื ื™ื˜ ืฆื• ืฆืขื‘ืจืขื›ืŸ ืึทื–ืึท ื•ื™ืกืžืขืงืŸ ืคึฟืึทืจ ืึท ืงื•ืคึผืข ืคื•ืŸ โ€‹โ€‹ืžื™ืœื™ืึทื ื– ืคื•ืŸ ืฉื•ืจื•ืช ืื™ืŸ ืคึผืึทืจืฅ. ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ืคึฟืึทืจ 20 ืžื™ื ื•ื˜, ืื•ืŸ ืึทืœืฅ ื•ื•ืขื˜ ืœื™ื’ืŸ ืึทืจืึธืคึผ. ืึธื‘ืขืจ, ืœื™ื™ื“ืขืจ, ืืคื™ืœื• ื™ืงืกืคึผื™ืจื™ืึทื ืกื˜ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืžืึทื›ืŸ ืžื™ืกื˜ื™ื™ืงืก, ืืคื™ืœื• ืื™ืŸ ื–ื™ื™ืขืจ ื’ืจื•ื™ืก ืงืึธืžืคึผืึทื ื™ืขืก.

ืคืืจื•ื•ืืก ืื™ื– ืขืก ื•ื•ื™ื›ื˜ื™ืง ืฆื• ื‘ืจืขื›ืŸ?

  • ืื•ื™ื‘ ืžื™ืจ ื–ืขืŸ ืึทื– ื“ืขืจ ื“ื™ืกืง ืื™ื– ืฉื•ื•ืขืจ, ืœืึธื–ืŸ ืื•ื ื“ื– ืคึผืึทืžืขืœืขืš ืขืก. ืื•ืŸ ืื•ื™ื‘ ืžื™ืจ ื–ืขื ืขืŸ ืฆืขื‘ืจืื›ืŸ, ืžื™ืจ ืงืขื ืขืŸ ืœื™ื™ื’ืŸ ืคึผืึธื–ืึทื–, ืžื™ืจ ืงืขื ืขืŸ ืคึผืึทืžืขืœืขืš ื“ื™ ื’ืขืจื’ืœ.

  • ืื•ืŸ ืžื™ืจ ื•ื•ืขืœืŸ ื ื™ืฉื˜ ื‘ืœืึธืง ืื ื“ืขืจืข ืคึฟืึทืจ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜. ืื™ืŸ ืขื˜ืœืขื›ืข ืคืืœืŸ, ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ, ืื•ื™ื‘ ืื™ืจ ื•ื™ืกืžืขืงืŸ ืคืึทืงื˜ื™ืฉ ืžื™ืกื˜ ื•ื•ืึธืก ืงื™ื™ื ืขืจ ืึทืจื‘ืขื˜ ืื•ื™ืฃ, ืจื•ื‘ึฟ ืžืกืชึผืžื ืื™ืจ ื•ื•ืขื˜ ื ื™ืฉื˜ ืคืึทืจืฉืคึผืึทืจืŸ ื•ื•ืขืจ ืขืก ื™ื– ืึทื—ื•ืฅ ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืึทืจื‘ืขื˜, ื•ื•ื™ื™ึทืœ ืขืก ื•ื•ืขื˜ ื•ื•ืึทืจื˜ืŸ ืคึฟืึทืจ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฆื• ืคืึทืจืขื ื“ื™ืงืŸ. ืื‘ืขืจ ืื•ื™ื‘ ืื™ืจ ื‘ืึทื–ื™ื™ึทื˜ื™ืงืŸ ืขืคึผืขืก ืึทื– ืขืžืขืฆืขืจ ืึทื ื“ืขืจืฉ ืงืขื ืขืŸ ื‘ืขื˜ืŸ, ื–ื™ื™ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืืคื’ืขืฉื˜ืขืœื˜, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท ืงื™ื™ื˜ ืจืขืึทืงืฆื™ืข. ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืึธืœ ื–ื™ื™ืŸ ืึทื•ื•ื•ื™ื“ืึทื“ ืื•ื™ืฃ ื•ื•ืขื‘ืกื™ื˜ืขืก ืื•ืŸ ืจื™ืจืขื•ื•ื“ื™ืง ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

https://postgres.ai/products/joe/

ื“ืึธืก ืื™ื– ื˜ืฉื™ืงืึทื•ื•ืข. ืื™ืš ืึธืคื˜ ื–ืขืŸ ืึทื– ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืคืจืขื’ืŸ: "ื•ื•ืึธืก ืคึผืึทืง ื’ืจื™ื™ืก ื–ืึธืœ ืื™ืš ืงืœื™ื™ึทื‘ืŸ?".

ืขืก ืื™ื– ืงืœืึธืจ ืึทื– ื“ื™ ื’ืจืขืกืขืจืข ื“ื™ ืคึผืขืงืœ ื’ืจื™ื™ืก, ื“ื™ ืงืœืขื ืขืจืขืจ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืึธื•ื•ื•ืขืจื›ืขื“, ื“"ื” ื“ื™ ื ืึธืš ืึธื•ื•ื•ืขืจื›ืขื“ ืคื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–. ืื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ึทื˜, ื“ื™ ืฆื™ื™ื˜ ื™ื ืงืจื™ืกื™ื– ืคึฟืึทืจ ื“ืขื ืžืึทืกืข - ืžืึทื˜ืŸ.

ืื™ืš ื”ืึธื‘ืŸ ืึท ื–ื™ื™ืขืจ ืคึผืฉื•ื˜ ื›ืœืœ: ื ืขืžืขืŸ ื•ื•ื™ ืคื™ืœ ื•ื•ื™ ืื™ืจ ืงืขื ืขืŸ, ืึธื‘ืขืจ ื˜ืึธืŸ ื ื™ื˜ ื’ื™ื™ืŸ ืื™ื‘ืขืจ ืขืงืกืขืงื•ื˜ืึทื‘ืœืขืก ืคึผืขืจ ืกืขืงื•ื ื“ืข.

ืคืึทืจื•ื•ืึธืก ืึท ืจื’ืข? ื“ื™ ื“ืขืจืงืœืขืจื•ื ื’ ืื™ื– ื–ื™ื™ืขืจ ืคึผืฉื•ื˜ ืื•ืŸ ืคืึทืจืฉื˜ื™ื™ื™ืง ืคึฟืึทืจ ืึทืœืขืžืขืŸ, ืึทืคึฟื™ืœื• ื ื™ื˜-ื˜ืขื›ื ื™ืฉ ืžืขื ื˜ืฉืŸ. ืžื™ืจ ื–ืขืŸ ืึท ืึธืคึผืจื•ืฃ. ื–ืืœ ืก ื ืขืžืขืŸ 50 ืžื™ืœื™ืกืขืงืึทื ื“ื–. ืื•ื™ื‘ ืขืคึผืขืก ื”ืื˜ ื’ืขื‘ื™ื˜ืŸ, ืื•ื ื“ื–ืขืจ ืื•ื™ื’ ื•ื•ืขื˜ ืจืขืึทื’ื™ืจืŸ. ืื•ื™ื‘ ื•ื•ื™ื™ื ื™ืงืขืจ, ื“ืขืžืึธืœื˜ ืžืขืจ ืฉื•ื•ืขืจ. ืื•ื™ื‘ ืขืคึผืขืก ืจื™ืกืคึผืึทื ื“ื– ื ืึธืš 100 ืžื™ืœื™ืกืขืงืึทื ื“ื–, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืจ ืงืœื™ืงื˜ ื“ื™ ืžื•ื™ื–, ืื•ืŸ ืขืก ื’ืขืขื ื˜ืคืขืจื˜ ืื™ืจ ื ืึธืš 100 ืžื™ืœื™ืกืขืงืึทื ื“ื–, ืื™ืจ ืฉื•ื™ืŸ ืคื™ืœืŸ ื“ืขื ืงืœื™ื™ืŸ ืคืึทืจื”ืึทืœื˜ืŸ. ื ืจื’ืข ืื™ื– ืฉื•ื™ืŸ ื‘ืืžืขืจืงื˜ ื•ื•ื™ ื‘ืจืึทืงืขืก.

ืึทืงืงืึธืจื“ื™ื ื’ืœื™, ืื•ื™ื‘ ืžื™ืจ ื‘ืจืขื›ืŸ ืื•ื ื“ื–ืขืจ ืžืึทืกืข ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืื™ืŸ 10-ืกืขืงื•ื ื“ืŸ ืคึผืœืึทืฆืŸ, ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืจื™ื–ื™ืงื™ืจืŸ ืึทื– ืžื™ืจ ื•ื•ืขืœืŸ ืคืึทืจืฉืคึผืึทืจืŸ ืขืžืขืฆืขืจ. ืื•ืŸ ืขืก ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ ืคึฟืึทืจ ืึท ื‘ื™ืกืœ ืกืขืงื•ื ื“ืขืก, ืื•ืŸ ืžืขืŸ ื•ื•ืขื˜ ืฉื•ื™ืŸ ื‘ืึทืžืขืจืงืŸ ืขืก. ื“ืขืจื™ื‘ืขืจ, ืื™ืš ื‘ืขืกืขืจ ื ื™ืฉื˜ ืฆื• ื˜ืึธืŸ ืžืขืจ ื•ื•ื™ ืึท ืจื’ืข. ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื˜ืึธืŸ ื ื™ื˜ ื‘ืจืขื›ืŸ ืขืก ื–ื™ื™ืขืจ ืคื™ื™ื ืœื™, ื•ื•ื™ื™ึทืœ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืึธื•ื•ื•ืขืจื›ืขื“ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืืžืขืจืงื˜. ื“ื™ ื‘ืึทื–ืข ื•ื•ืขื˜ ื–ื™ื™ืŸ ื”ืึทืจื“ืขืจ, ืื•ืŸ ืื ื“ืขืจืข ืคืึทืจืฉื™ื“ืขื ืข ืคึผืจืึธื‘ืœืขืžืก ืงืขืŸ ืื•ื™ืคืฉื˜ื™ื™ืŸ.

ืžื™ืจ ืงืœื™ื™ึทื‘ืŸ ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ื“ืขื ืคึผืขืงืœ. ืื™ืŸ ื™ืขื“ืขืจ ืคืึทืœ, ืžื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ื“ืึธืก ืึทื ื“ืขืจืฉ. ืงืขื ืขืŸ ื–ื™ื™ืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื“. ืื•ืŸ ืžื™ืจ ื–ืขื ืขืŸ ืงืึทื ื•ื•ื™ื ืกื˜ ืคื•ืŸ ื“ื™ ืขืคืขืงื˜ื™ื•ื•ืงื™ื™ึทื˜ ืคื•ืŸ ื“ื™ ืคึผืจืึทืกืขืกื™ื ื’ ืคื•ืŸ ืื™ื™ืŸ ืคึผืึทืง. ื“ืึธืก ืื™ื–, ืžื™ืจ ื•ื™ืกืžืขืงืŸ ืื™ื™ืŸ ืคึผืึทืง ืึธื“ืขืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ.

ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, ืึทืœืฅ ืื™ืš ื‘ื™ืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ืื™ื– ื ื™ืฉื˜ ื‘ืœื•ื™ื– ื•ื•ืขื’ืŸ ื•ื™ืกืžืขืงืŸ. ื•ื•ื™ ืื™ืจ ื’ืขืกื˜, ื“ืึธืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ืคืึทืจื ืขื ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืื•ื™ืฃ ื“ืึทื˜ืŸ.

ืื•ืŸ ืžื™ืจ ื–ืขืŸ ืึทื– ื“ืขืจ ืคึผืœืึทืŸ ืื™ื– ื•ื™ืกื’ืขืฆื™ื™ื›ื ื˜. ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื“ื™ ืื™ื ื“ืขืงืก ื™ื‘ืขืจืงื•ืงืŸ, ื“ื™ ืื™ื ื“ืขืงืก ื™ื‘ืขืจืงื•ืงืŸ ืื™ื– ืืคื™ืœื• ื‘ืขืกืขืจ. ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืงืœื™ื™ืŸ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ื“ืึทื˜ืŸ ื™ื ื•ื•ืึทืœื•ื•ื“. ืื•ืŸ ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ ืึท ืจื’ืข ืžืงื™ื™ื. ื™ื‘ืขืจ.

ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ื ืึธืš ืžืึทื›ืŸ ื–ื™ื›ืขืจ ืึทื– ืขืก ืื™ื– ืงื™ื™ืŸ ื“ืขืจื ื™ื“ืขืจื™ืงื•ื ื’. ืขืก ื›ืึทืคึผืึทื ื– ืึทื– ื“ื™ ืขืจืฉื˜ืขืจ ืคึผืึทืงืก ื’ืขืฉื•ื•ื™ื ื“ ืึทืจื‘ืขื˜ ืื•ื™ืก, ืื•ืŸ ื“ืขืžืึธืœื˜ ืขืก ื•ื•ืขืจื˜ ืขืจื’ืขืจ, ืขืจื’ืขืจ ืื•ืŸ ืขืจื’ืขืจ. ื“ืขืจ ืคึผืจืึธืฆืขืก ืื™ื– ืึทื–ื•ื™ ืึทื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคึผืจื•ื‘ื™ืจืŸ ืึท ืคึผืœืึทืฅ. ื“ืึธืก ืื™ื– ืคึผื•ื ืงื˜ ื•ื•ืึธืก ื“ืึทื˜ืึทื‘ื™ื™ืก ืœืึทื‘ืก ืื™ื– ืคึฟืึทืจ.

ืื•ืŸ ืžื™ืจ ื ืึธืš ื”ืึธื‘ืŸ ืฆื• ืฆื•ื’ืจื™ื™ื˜ืŸ ืขืคึผืขืก ืึทื–ื•ื™ ืึทื– ืขืก ื•ื•ืขื˜ ืœืึธื–ืŸ ืื•ื ื“ื– ืฆื• ื ืึธื›ืคืึธืœื’ืŸ ื“ืขื ืจื™ื›ื˜ื™ืง ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืžื™ืจ ืงืขื ืขืŸ ืฉืจื™ื™ึทื‘ืŸ ื“ื™ ืฆื™ื™ื˜ ืื™ืŸ ื“ื™ ืงืœืึธืฅ, ืžื™ืจ ืงืขื ืขืŸ ืฉืจื™ื™ึทื‘ืŸ ื•ื•ื• ืžื™ืจ ื–ืขื ืขืŸ ืื™ืฆื˜ ืื•ืŸ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืื™ืฆื˜ ืื•ื™ืกื’ืขืžืขืงื˜. ืื•ืŸ ื“ืึธืก ื•ื•ืขื˜ ืœืึธื–ืŸ ืื•ื ื“ื– ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ ืฉืคึผืขื˜ืขืจ. ืื•ืŸ ืื™ืŸ ืคืึทืœ ืขืคึผืขืก ื’ื™ื™ื˜ ืคืึทืœืฉ, ื’ืขืฉื•ื•ื™ื ื“ ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืคึผืจืึธื‘ืœืขื.

ืื•ื™ื‘ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื“ื™ ืขืคืขืงื˜ื™ื•ื•ืงื™ื™ึทื˜ ืคื•ืŸ ืจื™ืงื•ื•ืขืก ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื™ื˜ืขืจื™ื™ื˜ ืคื™ืœืข ืžืึธืœ, ืขืก ืื™ื– ืึทื–ืึท ืึท ื–ืึทืš ื•ื•ื™ ืึท ื™ื•ื ื’ืขืจืžืึทืŸ ื‘ืึธื˜. ืขืจ ืื™ื– ืฉื•ื™ืŸ ื’ืจื™ื™ื˜. ืขืก ืื™ื– ื’ืขื ื™ืฆื˜ ื“ื•ืจืš ื“ืึทื–ืึทื ื– ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื˜ืขื’ืœืขืš. ืื•ืŸ ืขืจ ื•ื•ื™ื™ืกื˜ ื•ื•ื™ ืฆื• ื’ืขื‘ืŸ ืึท ืจื™ื–ื™ืง ื˜ืขืจืึทื‘ื™ื˜ืข ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ื™ืฃ ื‘ืขื˜ืŸ ืื™ืŸ 30 ืกืขืงื•ื ื“ืขืก, ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืงืึธืคึผื™ืข. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื•ื™ืกืžืขืงืŸ ืขืคึผืขืก ื“ืึธืจื˜ ืื•ืŸ ื–ืึธื’ืŸ RESET, ืื•ืŸ ื•ื™ืกืžืขืงืŸ ืขืก ื•ื•ื™ื“ืขืจ. ืื™ืจ ืงืขื ืขืŸ ืขืงืกืคึผืขืจื™ืžืขื ื˜ ืžื™ื˜ ื“ืขื ื•ื•ืขื’. ืื™ืš ื–ืขืŸ ืึท ืฆื•ืงื•ื ืคึฟื˜ ืคึฟืึทืจ ื“ืขื ื–ืึทืš. ืื•ืŸ ืžื™ืจ ื˜ื•ืขืŸ ืขืก ืฉื•ื™ืŸ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

https://docs.gitlab.com/ee/development/background_migrations.html

ื•ื•ืึธืก ื–ืขื ืขืŸ ืคึผืึทืจื˜ื™ืฉืึทื ื™ื ื’ ืกื˜ืจืึทื˜ืขื’ื™ืขืก? ืื™ืš ื–ืขืŸ 3 ืคืึทืจืฉื™ื“ืขื ืข ืคึผืึทืจื˜ื™ืฉืึทื ื™ื ื’ ืกื˜ืจืึทื˜ืขื’ื™ืขืก ื•ื•ืึธืก ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืื•ื™ืฃ ื“ืขื ืคึผืึทืง ื ื•ืฆืŸ.

ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื™ื ืขืจ ืื™ื– ื–ื™ื™ืขืจ ืคึผืฉื•ื˜. ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื ื•ืžืขืจื™ืง ืฉื™ื™ึทืŸ. ืื•ืŸ ืœืึธื–ืŸ ืก ื‘ืจืขื›ืŸ ืขืก ืึทืจืึธืคึผ ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื™ื ื˜ืขืจื•ื•ืึทืœื– ืื•ืŸ ืึทืจื‘ืขื˜ ืžื™ื˜ ื•ื•ืึธืก. ื“ื™ ื“ืึทื•ื ืกื™ื™ื“ ืื™ื– ืงืœืึธืจ. ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืกืขื’ืžืขื ื˜, ืžื™ืจ ืงืขืŸ ื”ืึธื‘ืŸ 100 ืฉื•ืจื•ืช ืคื•ืŸ ืคืึทืงื˜ื™ืฉ ืžื™ืกื˜, ืื™ืŸ ื“ื™ ืจื’ืข 5 ืฉื•ืจื•ืช ืึธื“ืขืจ ื ื™ืฉื˜, ืึธื“ืขืจ ืึทืœืข 1 ืฉื•ืจื•ืช ื•ื•ืขื˜ ื–ื™ื™ืŸ ืžื™ืกื˜. ื–ื™ื™ืขืจ ืึทื ื™ื•ื•ืึทืŸ ืึทืจื‘ืขื˜, ืึธื‘ืขืจ ืขืก ืื™ื– ื’ืจื™ื ื’ ืฆื• ื‘ืจืขื›ืŸ. ื–ื™ื™ ื’ืขื ื•ืžืขืŸ ื“ื™ ืžืึทืงืกื™ืžื•ื ID ืื•ืŸ ืฆืขื‘ืจืื›ืŸ ืขืก. ื“ืึธืก ืื™ื– ืึท ื ืึทื™ื•ื•ืขืจ ืฆื•ื’ืึทื ื’.

ื“ื™ ืจื’ืข ืกื˜ืจืึทื˜ืขื’ื™ืข ืื™ื– ืึท ื‘ืึทืœืึทื ืกื˜ ืฆื•ื’ืึทื ื’. ืขืก ืื™ื– ื’ืขื ื™ืฆื˜ ืื™ืŸ Gitlab. ื–ื™ื™ ื’ืขื ื•ืžืขืŸ ืื•ืŸ ืกืงืึทื ื“ ื“ื™ ื˜ื™ืฉ. ืžื™ืจ ื’ืขืคื•ื ืขืŸ ื“ื™ ื’ืจืขื ืขืฆืŸ ืคื•ืŸ ื“ื™ ID ืคึผืึทืงืก ืึทื–ื•ื™ ืึทื– ื™ืขื“ืขืจ ืคึผืึทืง ื”ืื˜ ืคึผื•ื ืงื˜ 10 ืจืขืงืึธืจื“ืก. ืื•ืŸ ืฉื˜ืขืœืŸ ื–ื™ื™ ืื™ืŸ ืึท ืจื™ื™. ืื•ืŸ ื“ืขืžืึธืœื˜ ืžื™ืจ ืคึผืจืึธืฆืขืก. ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ื“ืึธืก ืื™ืŸ ืขื˜ืœืขื›ืข ืคึฟืขื“ืขื.

ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืกื˜ืจืึทื˜ืขื’ื™ืข, ืื•ื™ืš, ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ื“ืึธืก ืื™ืŸ ืขื˜ืœืขื›ืข ืคึฟืขื“ืขื. ืขืก ืื™ื– ื ื™ืฉื˜ ืฉื•ื•ืขืจ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

https://medium.com/@samokhvalov/how-partial-indexes-affect-update-performance-in-postgres-d05e0052abc

ืื‘ืขืจ ืขืก ืื™ื– ืึท ืงื™ืœืขืจ ืื•ืŸ ื‘ืขืกืขืจ ืฆื•ื’ืึทื ื’. ื“ืึธืก ืื™ื– ื“ื™ ื“ืจื™ื˜ ืกื˜ืจืึทื˜ืขื’ื™ืข. ืื•ืŸ ื•ื•ืขืŸ ืžืขื’ืœืขืš, ืขืก ืื™ื– ื‘ืขืกืขืจ ืฆื• ืงืœื™ื™ึทื‘ืŸ ืขืก. ืžื™ืจ ื˜ืึธืŸ ื“ืึธืก ืื•ื™ืฃ ื“ืขืจ ื‘ืื–ืข ืคื•ืŸ โ€‹โ€‹ืึท ืกืคึผืขืฆื™ืขืœ ืื™ื ื“ืขืงืก. ืื™ืŸ ื“ืขื ืคืึทืœ, ืขืก ื•ื•ืขื˜ ืจื•ื‘ึฟ ืžืกืชึผืžื ื–ื™ื™ืŸ ืึทืŸ ืื™ื ื“ืขืงืก ืœื•ื™ื˜ ืื•ื ื“ื–ืขืจ ืžื™ืกื˜ ืฆื•ืฉื˜ืึทื ื“ ืื•ืŸ ID. ืžื™ืจ ื•ื•ืขืœืŸ ืึทืจื™ื™ึทื ื ืขืžืขืŸ ื“ื™ ID ืึทื–ื•ื™ ืึทื– ืขืก ืื™ื– ืึทืŸ ืื™ื ื“ืขืงืก ื‘ืœื•ื™ื– ื™ื‘ืขืจืงื•ืงืŸ ืึทื–ื•ื™ ืึทื– ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื’ื™ื™ืŸ ืฆื• ื“ื™ ืงื•ืคึผืข.

ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ืื™ื ื“ืขืงืก ื™ื‘ืขืจืงื•ืงืŸ ืื™ื– ืคืึทืกื˜ืขืจ ื•ื•ื™ ืื™ื ื“ืขืงืก ื™ื‘ืขืจืงื•ืงืŸ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืื•ืŸ ืžื™ืจ ื’ืขืคึฟื™ื ืขืŸ ื’ืขืฉื•ื•ื™ื ื“ ืื•ื ื“ื–ืขืจ IDs ื•ื•ืึธืก ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื•ื™ืกืžืขืงืŸ. BATCH_SIZE ืžื™ืจ ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ ืื™ืŸ ืฉื˜ื™ื™ึทื’ืŸ. ืื•ืŸ ืžื™ืจ ื ื™ื˜ ื‘ืœื•ื™ื– ื‘ืึทืงื•ืžืขืŸ ื–ื™ื™, ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ื–ื™ื™ ืื™ืŸ ืึท ืกืคึผืขืฆื™ืขืœ ื•ื•ืขื’ ืื•ืŸ ืžื™ื“ ื›ืึทืง ื–ื™ื™. ืื‘ืขืจ ืžื™ืจ ืคืืจืฉืœื™ืกืŸ ืื–ื•ื™ ืื– ืื•ื™ื‘ ื–ื™ื™ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืคืืจืฉืคืืจื˜, ืคืืจืฉืœื™ืกืŸ ืžื™ืจ ื–ื™ื™ ื ื™ืฉื˜, ื ืืจ ื’ื™ื™ืขืŸ ื•ื•ื™ื™ื˜ืขืจ ืื•ืŸ ื ืขืžืขืŸ ื“ื™ ืงื•ืžืขื ื“ื™ื’ืข. ื“ืขื ืื™ื– ืคึฟืึทืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื”ืึธืคึผืงืขืŸ ืคืืจืฉืคืืจื˜. ื“ื™ ืกื•ืคึผืขืจ ืฉื˜ืจื™ืš ืคื•ืŸ Postgres ืึทืœืึทื•ื– ืื•ื ื“ื– ืฆื• ืึทืจื‘ืขื˜ืŸ ืื™ืŸ ืขื˜ืœืขื›ืข ืคึฟืขื“ืขื ืื•ื™ื‘ ืžื™ืจ ื•ื•ื™ืœืŸ. ืขืก ืื™ื– ืžืขื’ืœืขืš ืื™ืŸ ืื™ื™ืŸ ื˜ื™ื™ึทืš. ืื•ืŸ ื“ืึธ ืขืก ืื™ื– ืึท CTE - ื“ืึธืก ืื™ื– ืื™ื™ืŸ ื‘ืงืฉื”. ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคืึทืงื˜ื™ืฉ ื“ื™ืœื™ืฉืึทืŸ ืื•ื™ืฃ ื“ื™ ืจื’ืข ืฉื˜ืึธืง ืคื•ืŸ ื“ืขื CTE - returning *. ืื™ืจ ืงืขื ืขืŸ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฉื™ื™ึทืŸ, ืึธื‘ืขืจ ืขืก ืื™ื– ื‘ืขืกืขืจ *ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืคื™ืœ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื™ืขื“ืขืจ ืฉื•ืจื”.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืคืืจื•ื•ืืก ื˜ืึธืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืขืก? ื“ืึธืก ืื™ื– ื•ื•ืึธืก ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ืึทืจื™ื›ื˜ ืฆื•ืจื™ืง. ืžื™ืจ ื”ืึธื‘ืŸ ืื™ืฆื˜ ืื•ื™ืกื’ืขืžืขืงื˜ ืึทื–ื•ื™ ืคื™ืœืข ืฉื•ืจื•ืช ืื™ืŸ ืคืึทืงื˜. ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขืžืืจืงืŸ ื“ื•ืจืš ืฉื™ื™ึทืŸ ืึธื“ืขืจ ื“ื•ืจืš Created_at ื•ื•ื™ ื“ืึธืก. ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ืžื™ื ื™ืžื•ื, ืžืึทืงืก. ืขืคึผืขืก ืึทื ื“ืขืจืฉ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ. ืื™ืจ ืงืขื ืขืŸ ืฉื˜ืึธืคึผืŸ ืึท ืคึผืœืึทืฅ ื“ืึธ. ืื•ืŸ ืขืก ืื™ื– ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื ืคึฟืึทืจ ืžืึธื ื™ื˜ืึธืจื™ื ื’.

ืขืก ืื™ื– ื ืึธืš ืื™ื™ืŸ ื‘ืึทืžืขืจืงื•ื ื’ ื•ื•ืขื’ืŸ ื“ืขื ืื™ื ื“ืขืงืก. ืื•ื™ื‘ ืžื™ืจ ื‘ืึทืฉืœื™ืกืŸ ืึทื– ืžื™ืจ ื“ืึทืจืคึฟืŸ ืึท ืกืคึผืขืฆื™ืขืœ ืื™ื ื“ืขืงืก ืคึฟืึทืจ ื“ืขื ืึทืจื‘ืขื˜, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึทื›ืŸ ื–ื™ื›ืขืจ ืึทื– ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืฆืขืœืึธื–ืŸ ืงื•ืคึผืข ื‘ืœื•ื™ื– ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ. ื“ืึธืก ื”ื™ื™ืกื˜, Postgres ื”ืื˜ ืึทื–ืึท ืกื˜ืึทื˜ื™ืกื˜ื™ืง. ื“ืขื ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืขืŸ ืื™ืŸ pg_stat_user_tables ืคึฟืึทืจ ื“ื™ื™ืŸ ื˜ื™ืฉ. ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ืื•ื™ื‘ ื”ื™ื™ืก ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜ ืึธื“ืขืจ ื ื™ืฉื˜.

ืขืก ื–ืขื ืขืŸ ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก ื•ื•ืขืŸ ื“ื™ื™ืŸ ื ื™ื™ึทืข ืื™ื ื“ืขืงืก ืงืขื ืขืŸ ืคืฉื•ื˜ ืฉื ื™ื™ึทื“ืŸ ื–ื™ื™ ืึทื•ื•ืขืง. ืื•ืŸ ืื™ืจ ื”ืึธื‘ืŸ ืึทืœืข ื“ื™ ืื ื“ืขืจืข ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืืจื‘ืขื˜ืŸ, ืคึผืึทืžืขืœืขืš ืึทืจืึธืคึผ. ื ื™ื˜ ื ืึธืจ ื•ื•ื™ื™ึทืœ ื“ืขืจ ืื™ื ื“ืขืงืก ืืจื•ื™ืก (ื™ืขื“ืขืจ ืื™ื ื“ืขืงืก ืกืœืึธื•ื– ืึทืจืึธืคึผ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืึท ื‘ื™ืกืœ, ืึธื‘ืขืจ ืึท ื‘ื™ืกืœ), ืึธื‘ืขืจ ื“ืึธ ืขืก ื ืึธืš ืจื•ื™ื ืก ืขืก. ืื•ืŸ ืขืก ืื™ื– ืื•ืžืžืขื’ืœืขืš ืฆื• ืžืึทื›ืŸ ืกืคึผืขืฆื™ืขืœ ืึทืคึผื˜ืึทืžืึทื–ื™ื™ืฉืึทืŸ ืคึฟืึทืจ ื“ืขื ื˜ื™ืฉ. ื“ืืก ื›ืึทืคึผืึทื ื– ืžืืœ. ื“ืึธืก ืื™ื– ืึทื–ืึท ืึท ืกืึทื˜ืึทืœื˜ื™ ืึทื– ื•ื•ื™ื™ื ื™ืง ืžืขื ื˜ืฉืŸ ื’ืขื“ืขื ืงืขืŸ. ืื•ืŸ ื“ืขื ื’ืจืึทื‘ืœื™ืข ืื™ื– ื’ืจื™ื ื’ ืฆื• ื˜ืจืขื˜ืŸ ืื•ื™ืฃ. ืžืืœ ืขืก ื›ืึทืคึผืึทื ื– ืึทื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืึท ืฆื•ื’ืึทื ื’ ืคื•ืŸ ื“ื™ ืื ื“ืขืจืข ื–ื™ื™ึทื˜ ืื•ืŸ ื ืึธืš ื˜ืึธืŸ ืึธืŸ ื“ืขื ื ื™ื™ึท ืื™ื ื“ืขืงืก, ืึธื“ืขืจ ืžืึทื›ืŸ ืืŸ ืื ื“ืขืจ ืื™ื ื“ืขืงืก, ืึธื“ืขืจ ืื™ืŸ ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ื•ื•ืขื’, ืœืžืฉืœ, ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื“ื™ ืจื’ืข ืื•ืคึฟืŸ.

ืึธื‘ืขืจ ื“ืึธืก ืื™ื– ื“ื™ ืžืขืจืกื˜ ืึธืคึผื˜ื™ืžืึทืœ ืกื˜ืจืึทื˜ืขื’ื™ืข, ื•ื•ื™ ืฆื• ืฉืคึผืึทืœื˜ืŸ ืื™ืŸ ื‘ืึทื˜ืฉืึทื– ืื•ืŸ ื“ืจื™ื™ืขืŸ ื‘ื™ื™ ื‘ืึทื˜ืฉืึทื– ืžื™ื˜ ืื™ื™ืŸ ื‘ืงืฉื”, ื•ื™ืกืžืขืงืŸ ืึท ื‘ื™ืกืœ, ืืื–"ื• ื•.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืœืื ื’ืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– https://gitlab.com/snippets/1890447

ืืคื’ืขืฉื˜ืขืœื˜ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื - https://gitlab.com/snippets/1889668

ื‘ืœืืงื™ืจื•ื ื’ ืขื ื™ืŸ - https://gitlab.com/snippets/1890428

ื˜ืขื•ืช # 5 ืื™ื– ืึท ื’ืจื•ื™ืก ืื™ื™ื ืขืจ. Nikolai ืคึฟื•ืŸ Okmeter ื”ืึธื˜ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ Postgres ืžืึธื ื™ื˜ืึธืจื™ื ื’. ื™ื“ืขืึทืœ ืคึผืึธืกื˜ื’ืจืขืก ืžืึธื ื™ื˜ืึธืจื™ื ื’, ืœื™ื™ื“ืขืจ, ื˜ื•ื˜ ื ื™ืฉื˜ ืขืงืกื™ืกื˜ื™ืจืŸ. ืขื˜ืœืขื›ืข ื–ืขื ืขืŸ ื ืขืขื ื˜ืขืจ, ืขื˜ืœืขื›ืข ื–ืขื ืขืŸ ื•ื•ื™ื™ึทื˜ืขืจ. Okmeter ืื™ื– ื ืึธืขื ื˜ ื’ืขื ื•ื’ ืฆื• ื–ื™ื™ืŸ ื’ืื ืฅ, ืึธื‘ืขืจ ืึท ืคึผืœืึทืฅ ืื™ื– ืคืขืœื ื“ื™ืง ืื•ืŸ ื“ืึทืจืฃ ื–ื™ื™ืŸ ืฆื•ื’ืขื’ืขื‘ืŸ. ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ื’ืจื™ื™ื˜ ืคึฟืึทืจ ื“ืขื.

ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื˜ื•ื™ื˜ ื˜ื•ืคึผืœืขืก ื–ืขื ืขืŸ ื‘ืขืกื˜ืขืจ ืžืึธื ื™ื˜ืึธืจืขื“. ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื˜ื•ื™ื˜ ื–ืื›ืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ, ื“ืขืžืึธืœื˜ ืขืคึผืขืก ืื™ื– ืคืึทืœืฉ. ืขืก ืื™ื– ื‘ืขืกืขืจ ืฆื• ืจืขืึทื’ื™ืจืŸ ืื™ืฆื˜, ืึทื ื“ืขืจืฉ ืขืก ืงืขืŸ ื–ื™ื™ืŸ ื“ืขืจื ื™ื“ืขืจื™ืงื•ื ื’, ืื•ืŸ ืžื™ืจ ืงืขื ืขืŸ ืœื™ื’ืŸ ืึทืจืึธืคึผ. ืขืก ื’ืขืฉืขื”ื˜.

ืื•ื™ื‘ ืขืก ืื™ื– ืึท ื’ืจื•ื™ืก ื™ืึธ, ืขืก ืื™ื– ืงืœืึธืจ ืึทื– ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื’ื•ื˜.

ืœืื ื’ืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื•ื™ืš. ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืึธืœ ื ื™ื˜ ื–ื™ื™ืŸ ืขืจืœื•ื™ื‘ื˜ ืื•ื™ืฃ OLTP. ืื•ืŸ ื“ืึธ ืื™ื– ืึท ืœื™ื ืง ืฆื• ืึท ืกื ื™ืคึผืึทื˜ ื•ื•ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื ืขืžืขืŸ ื“ืขื ืกื ื™ืคึผืึทื˜ ืื•ืŸ ืฉื•ื™ืŸ ื˜ืึธืŸ ืขื˜ืœืขื›ืข ื˜ืจืึทืงื™ื ื’ ืคื•ืŸ ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–.

ืคืืจื•ื•ืืก ื–ืขื ืขืŸ ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืฉืœืขื›ื˜? ื•ื•ื™ื™ึทืœ ืึทืœืข ื“ื™ ืœืึทืงืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืืคืจื™ื™ื˜ ื‘ืœื•ื™ื– ืื™ืŸ ื“ื™ ืกื•ืฃ. ืื•ืŸ ืžื™ืจ ืฉืขืคึผืŸ ืึทืœืขืžืขืŸ. ืคึผืœื•ืก, ืžื™ืจ ืคืึทืจืฉืคึผืึทืจืŸ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืคึฟืึทืจ ืึทืœืข ื˜ื™ืฉืŸ. ืก'ืื™ื– ื‘ื›ืœืœ ื ื™ืฉื˜ ื’ื•ื˜. ืืคื™ืœื• ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ื”ื™ื™ืก ืกื˜ืึทื ื“ื‘ื™ื™ ืขื ื™ื™ื‘ืึทืœื“ ืื•ื™ืฃ ื“ื™ ืจืขืคึผืœื™ืงืข, ืขืก ืื™ื– ื ืึธืš ืฉืœืขื›ื˜. ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ื™ื  ืขืจื’ืขืฆ ื ื™ื˜ ืื™ื– ื‘ืขืกืขืจ ืฆื• ื•ื™ืกืžื™ื™ื“ืŸ ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–.

ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืคื™ืœืข ื˜ื™ืฉืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื•ื•ืึทืงื•ื•ื, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื”ืึธื‘ืŸ ืึท ืคืœื™ื ืง. ื“ืึธ ืึทื–ืึท ืึท ืกื™ื˜ื•ืึทืฆื™ืข ืื™ื– ืžืขื’ืœืขืš. ืžื™ืจ ืงืขื ืขืŸ ืžื™ื ืึทืฆืึทื“ ื•ื•ื™ืจืงืŸ ื“ื™ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื. ื“ืึธืก ืื™ื– ืึท ืกื ื™ืคึผืึทื˜ ืคื•ืŸ Avito, ื•ื•ืึธืก ืื™ืš ืึท ื‘ื™ืกืœ ื™ืžืคึผืจื•ื•ื•ื“. ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื˜ืฉื™ืงืึทื•ื•ืข ื’ืขืฆื™ื™ึทื’ ืฆื• ื–ืขืŸ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืžื™ื˜ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืขื˜ืœืขื›ืข ื˜ื™ืฉืŸ ื•ื•ืืจื˜ืŸ ื“ืึธืจื˜ ืื•ืŸ ื•ื•ืขื˜ ื ื™ืฉื˜ ื•ื•ืึทืจื˜ืŸ ืคึฟืึทืจ ื–ื™ื™ืขืจ ืงืขืจ. ืื™ืจ ืื•ื™ืš ื“ืึทืจืคึฟืŸ ืฆื• ืฉื˜ืขืœืŸ ืขืก ืื™ืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืื•ืŸ ื”ืึธื‘ืŸ ืึท ืคืœื™ื ืง.

ืื•ืŸ ืึทืจื•ื™ืกื’ืขื‘ืŸ ื‘ืœืึทืงืก. ื•ื•ืึทืœื“ ืคื•ืŸ ื‘ืœืึธืง ื‘ื™ื™ืžืขืจ. ืื™ืš ื•ื•ื™ ืฆื• ื ืขืžืขืŸ ืขืคึผืขืก ืคื•ืŸ ืขืžืขืฆืขืจ ืื•ืŸ ืคึฟืึทืจื‘ืขืกืขืจืŸ ืขืก. ื“ืึธ, Data Egret ื’ืขื ื•ืžืขืŸ ืึท ืงื™ืœ ืจืขืงื•ืจืกื™ื•ื•ืข CTE ื•ื•ืึธืก ื•ื•ื™ื™ื–ื˜ ืึท ื•ื•ืึทืœื“ ืคื•ืŸ ืฉืœืึธืก ื‘ื™ื™ืžืขืจ. ื“ืึธืก ืื™ื– ืึท ื’ื•ื˜ ื“ื™ืึทื’ื ืึธืกื˜ื™ืง ื’ืขืฆื™ื™ึทื’. ืื•ืŸ ืื•ื™ืฃ ื–ื™ื™ึทืŸ ื™ืงืขืจ, ืื™ืจ ืงืขื ืขืŸ ืื•ื™ืš ื‘ื•ื™ืขืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’. ืื‘ืขืจ ื“ืขื ืžื•ื–ืŸ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ืงืขืจืคืึทืœื™. ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึทื›ืŸ ืึท ืงืœื™ื™ืŸ ืกื˜ืึทื˜ืขืžืขื ื˜_ื˜ื™ื™ืžืึธื•ื˜ ืคึฟืึทืจ ื–ื™ืš. ืื•ืŸ ืœืึทืง_ื˜ื™ืžืขืึธื•ื˜ ืื™ื– ื“ื™ื–ื™ื™ืขืจืึทื‘ืึทืœ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ืžืืœ ืึทืœืข ื“ื™ ืขืจืจืึธืจืก ืคืึทืœืŸ ืื™ืŸ ืกืึทื›ืึทืงืœ.

ืื™ืŸ ืžื™ื™ืŸ ืžื™ื™ื ื•ื ื’, ื“ืขืจ ื”ื•ื™ืคึผื˜ ื’ืจื™ื™ึทื– ื“ืึธ ืื™ื– ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ. ืขืก ืื™ื– ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ, ื•ื•ื™ื™ึทืœ ื“ื™ ื˜ืขื›ื ื™ืง ื˜ื•ื˜ ื ื™ืฉื˜ ืฆื™ืขืŸ. ื“ืึธืก ืื™ื– ื ื•ืžืขืจ 2 - ื–ื™ื™ ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ื“ืขื ืื•ืžืจืขื›ื˜ ืึธืจื˜.

ืžื™ืจ ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ื“ืขื ืื•ืžืจืขื›ื˜ ืึธืจื˜, ื•ื•ื™ื™ึทืœ ืžื™ืจ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืึท ืคึผืจืึธื“ื•ืงืฆื™ืข ืงืœืึธื•ืŸ, ื•ื•ืึธืก ืื™ื– ื’ืจื™ื ื’ ืฆื• ืงืึธื ื˜ืจืึธืœื™ืจืŸ. ื ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืงืขืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืึทืงืกืขืก ืฆื• ืคึผืจืึธื“ื•ืงืฆื™ืข.

ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ื“ืึธืจื˜ ื ื™ืฉื˜ ื’ืขื–ื•ื›ื˜. ื•ื•ืขืŸ ืžื™ืจ ื•ื•ืืœื˜ืŸ ื“ืืจื˜ ื’ืขื–ื•ื›ื˜, ื•ื•ืืœื˜ืŸ ืžื™ืจ ืขืก ืืœื™ื™ืŸ ื’ืขื–ืขืŸ. ื“ืขืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ื”ืึธื˜ ื“ืึธืก ืึทืœืฅ ื’ืขื–ืขืŸ ืืคื™ืœื• ืึธืŸ ืึท DBA ืื•ื™ื‘ ืขืจ ื”ืึธื˜ ืขืก ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ืึท ื’ื•ื˜ืข ืกื•ื•ื™ื•ื•ืข, ื•ื•ื• ืขืก ืื™ื– ื“ื™ ื–ืขืœื‘ืข ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ื“ืึทื˜ืŸ ืื•ืŸ ืึทืŸ ื™ื™ื“ืขื ื™ืงืึทืœ ืึธืจื˜. ืขืจ ืฐืืœื˜ ื’ืขื–ืขืŸ ื“ื™ ื“ืื–ื™ืงืข ื’ืื ืฆืข ื“ืขืจื ื™ื“ืขืจื•ื ื’ ืื•ืŸ ืขืจ ืฐืืœื˜ ื–ื™ืš ื’ืขืฉืขืžื˜.

ืžืขืจ ื•ื•ืขื’ืŸ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื. ื ืึธืš ืžื™ืจ ื”ืึธื‘ืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืึท ืžืึทืกื™ื•ื• ื•ื™ืกืงืขืจืŸ ืคื•ืŸ ืขื˜ืœืขื›ืข ืžื™ืœื™ืึธืŸ ืฉื•ืจื•ืช, ืžื™ืจ ื ืึธืš ื“ืึทืจืคึฟืŸ ืฆื• ืจื™ืคึผืึทืงืง. ื“ืึธืก ืื™ื– ืกืคึผืขืฆื™ืขืœ ื•ื•ื™ื›ื˜ื™ืง ืคึฟืึทืจ ื™ื ื“ืขืงืกื™ื–. ื–ื™ื™ ื•ื•ืขืœืŸ ืคื™ืœืŸ ืฉืœืขื›ื˜ ื ืึธืš ืžื™ืจ ืงืœื™ื ื“ ืึทืœืฅ ื“ืึธืจื˜.

ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื‘ืจืขื ื’ืขืŸ ืฆื•ืจื™ืง ื“ื™ ื˜ืขื’ืœืขืš ืจื™ื™ื ื™ืงื•ื ื’ ืึทืจื‘ืขื˜, ืื™ืš ื•ื•ืึธืœื˜ ืคึฟืึธืจืฉืœืึธื’ืŸ ืฆื• ื˜ืึธืŸ ื“ืึธืก ืžืขืจ ืึธืคื˜, ืึธื‘ืขืจ ืงืœืขื ืขืจืขืจ. ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืึทืžืึธืœ ืึท ืžื™ื ื•ื˜ ืึธื“ืขืจ ืืคื™ืœื• ืžืขืจ ืึธืคื˜ ืึท ืงืœื™ื™ืŸ ื‘ื™ืกืœ. ืื•ืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึธื ื™ื˜ืึธืจ ืฆื•ื•ื™ื™ ื–ืื›ืŸ: ืึทื– ื“ื™ ื–ืึทืš ื”ืื˜ ืงื™ื™ืŸ ืขืจืจืึธืจืก ืื•ืŸ ืึทื– ืขืก ืื™ื– ื ื™ืฉื˜ ืึธืคึผืฉื˜ื™ื™. ื“ืขืจ ืงื•ื ืฅ ื•ื•ืึธืก ืื™ืš ื’ืขื•ื•ื™ื–ืŸ ื•ื•ืขื˜ ื ืึธืจ ืกืึธืœื•ื•ืข ื“ืขื.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื•ื•ืึธืก ืžื™ืจ ื˜ืึธืŸ ืื™ื– ืึธืคึฟืŸ ืžืงื•ืจ. ืขืก ืื™ื– ืึทืจื™ื™ึทื ื’ืขืฉื™ืงื˜ ืื•ื™ืฃ GitLab. ืื•ืŸ ืžื™ืจ ืžืึทื›ืŸ ืขืก ืึทื–ื•ื™ ืึทื– ืžืขื ื˜ืฉืŸ ืงืขื ืขืŸ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ืืคื™ืœื• ืึธืŸ ืึท DBA. ืžื™ืจ ื˜ืึธืŸ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืœืึทื‘ืึธืจืึทื˜ืึธืจื™ืข, ื“ืึธืก ืื™ื–, ืžื™ืจ ืจื•ืคืŸ ื“ื™ ื‘ืึทื–ืข ืงืึธืžืคึผืึธื ืขื ื˜ ืื•ื™ืฃ ื•ื•ืึธืก ื“ื–ืฉืึธื• ืื™ื– ืื™ืฆื˜ ืืจื‘ืขื˜ืŸ. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื›ืึทืคึผืŸ ืึท ืงืึธืคึผื™ืข ืคื•ืŸ โ€‹โ€‹ืคึผืจืึธื“ื•ืงืฆื™ืข. ืื™ืฆื˜ ืขืก ืื™ื– ืึท ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืคื•ืŸ ื“ื–ืฉืึธื• ืคึฟืึทืจ ืกืœืึทืง, ืื™ืจ ืงืขื ืขืŸ ื–ืึธื’ืŸ ื“ืึธืจื˜: "ื“ืขืจืงืœืขืจืŸ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืึท ื‘ืงืฉื”" ืื•ืŸ ืžื™ื“ ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ ืคึฟืึทืจ ื“ื™ื™ืŸ ืงืึธืคึผื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก. ืื™ืจ ืงืขื ืขืŸ ืืคื™ืœื• ื•ื™ืกืžืขืงืŸ ื“ืึธืจื˜, ืื•ืŸ ืงื™ื™ืŸ ืื™ื™ื ืขืจ ื•ื•ืขื˜ ื‘ืึทืžืขืจืงืŸ ืขืก.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื–ืืœ ืก ื–ืึธื’ืŸ ืื™ืจ ื”ืึธื‘ืŸ 10 ื˜ืขืจืึทื‘ื™ื˜ืขืก, ืžื™ืจ ืžืึทื›ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืก ืœืึทื‘ ืื•ื™ืš 10 ื˜ืขืจืึทื‘ื™ื˜ืขืก. ืื•ืŸ ืžื™ื˜ ืกื™ื™ืžืึทืœื˜ื™ื™ื ื™ืึทืก 10 ื˜ืขืจืึทื‘ื™ื˜ืข ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, 10 ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืงืขื ืขืŸ ืึทืจื‘ืขื˜ืŸ ืกื™ื™ืžืึทืœื˜ื™ื™ื ื™ืึทืกืœื™. ื™ืขื“ืขืจ ืงืขืŸ ื˜ืึธืŸ ื•ื•ืึธืก ืขืจ ื•ื•ื™ืœ. ืงืขื ืขืŸ ืื•ื™ืกืžืขืงืŸ, ืคืึทืœืŸ, ื•ื›ื•', ื“ืึธืก ืื™ื– ืึทื–ืึท ืึท ืคืึทื ื˜ืึทื–ื™ืข. ืžื™ืจ ื•ื•ืขืœืŸ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ืขื ืžืึธืจื’ืŸ.

ืœื™ื‘ ื•ื™ืกืžืขืงืŸ. ื ื™ืงืึธืœื™ื™ึท ืกืึทืžืึธื›ื•ื•ืึทืœืึธื•ื• (Postgres.ai)

ื“ืึธืก ืื™ื– ื’ืขืจื•ืคืŸ ื“ื™ืŸ ืคึผืจืึทื•ื•ื™ื–ืฉืึทื ื–. ื“ืึธืก ืื™ื– ืกืึทื˜ืึทืœ ืคึผืจืึทื•ื•ื™ื–ืฉืึทื ื–. ื“ืึธืก ืื™ื– ืึท ืžื™ืŸ ืคื•ืŸ ืคืึทื ื˜ืึทื–ื™ืข ื•ื•ืึธืก ืจื™ืžื•ื•ื•ื– ื–ื™ื™ืขืจ ื“ื™ืœื™ื™ื– ืื™ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’, ืื™ืŸ ื˜ืขืกื˜ื™ื ื’ ืื•ืŸ ืžืื›ื˜ ื“ื™ ื•ื•ืขืœื˜ ืึท ื‘ืขืกืขืจ ืึธืจื˜ ืื™ืŸ ื“ืขื ืึทื›ื˜ื•ื ื’. ืึทื– ืื™ื–, ืขืก ื ืึธืจ ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื•ื™ืกืžื™ื™ื“ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ืคืึทืจื ืขื ืึทืคึผืขืจื™ื™ืฉืึทื ื–.

ื‘ื™ื™ึทืฉืคึผื™ืœ: 5 ื˜ืขืจืึทื‘ื™ื˜ืข ื“ืึทื˜ืึทื‘ื™ื™ืก, ื‘ืึทืงื•ืžืขืŸ ืึท ืงืึธืคึผื™ืข ืื™ืŸ ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ 30 ืกืขืงื•ื ื“ืขืก. ืื•ืŸ ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืืคื™ืœื• ืึธืคืขื ื’ืขืŸ ืื•ื™ืฃ ื“ื™ ื’ืจื™ื™ืก, ื“ืึธืก ืื™ื–, ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ ื•ื•ื™ ืคื™ืœืข ื˜ืขืจืึทื‘ื™ื˜ืขืก.

ื”ื™ื™ึทื ื˜ ืื™ืจ ืงืขื ืขืŸ ื’ื™ื™ืŸ ืฆื• postgres.ai ืื•ืŸ ื’ืจืึธื‘ืŸ ืื™ืŸ ืื•ื ื“ื–ืขืจ ืžื›ืฉื™ืจื™ื. ืื™ืจ ืงืขื ืขืŸ ืจืขื’ื™ืกื˜ืจื™ืจืŸ ืฆื• ื–ืขืŸ ื•ื•ืึธืก ืื™ื– ื“ืึธืจื˜. ืื™ืจ ืงืขื ืขืŸ ื™ื ืกื˜ืึทืœื™ืจืŸ ื“ืขื ื‘ืึธื˜. ืขืก ืื™ื– ืคืจื™ื™. ืฉืจื™ื™ื‘.

ืฉืืœื•ืช

ื–ื™ื™ืขืจ ืึธืคื˜ ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืึทื– ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืึธืก ื–ืึธืœ ื‘ืœื™ื™ึทื‘ืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ ืื™ื– ืคื™ืœ ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ ื•ื•ืึธืก ื“ืึทืจืฃ ืฆื• ื–ื™ื™ืŸ ืื•ื™ืกื’ืขืžืขืงื˜. ืึทื– ืื™ื–, ืื™ืŸ ืึทื–ืึท ืึท ืกื™ื˜ื•ืึทืฆื™ืข, ืขืก ืื™ื– ืึธืคื˜ ื’ืจื™ื ื’ืขืจ ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ืึทื–ืึท ืึท ืฆื•ื’ืึทื ื’, ื•ื•ืขืŸ ืขืก ืื™ื– ื’ืจื™ื ื’ืขืจ ืฆื• ืฉืึทืคึฟืŸ ืึท ื ื™ื™ึท ื›ื™ื™ืคืขืฅ, ื ืึธื›ืžืึทื›ืŸ ื‘ืœื•ื™ื– ื“ื™ ื ื™ื™ื˜ื™ืง ื“ืึทื˜ืŸ ื“ืึธืจื˜, ืื•ืŸ ื˜ืจืึทืžืคึผ ื“ื™ ืึทืœื˜ ื˜ื™ืฉ. ืขืก ืื™ื– ืงืœืึธืจ ืึทื– ืึท ืคึผืจืึธื’ืจืึทืžืžืึทื˜ื™ืง ืฆื•ื’ืึทื ื’ ืื™ื– ื“ืืจืฃ ืคึฟืึทืจ ื“ืขื ืžืึธืžืขื ื˜, ื‘ืฉืขืช ืื™ืจ ื•ื•ืขื˜ ื‘ืึทืฉื˜ื™ืžืขืŸ. ื•ื•ื™ ืื™ื– ื“ืขื ืฆื•ื’ืึทื ื’?

ื“ืึธืก ืื™ื– ืึท ื–ื™ื™ืขืจ ื’ื•ื˜ ืฆื•ื’ืึทื ื’ ืื•ืŸ ืึท ื–ื™ื™ืขืจ ื’ื•ื˜ ืึทืจื‘ืขื˜. ืขืก ืื™ื– ื–ื™ื™ืขืจ ืขื ืœืขืš ืฆื• ื•ื•ืึธืก pg_repack ื˜ื•ื˜, ืขืก ืื™ื– ื–ื™ื™ืขืจ ืขื ืœืขืš ืฆื• ื•ื•ืึธืก ืื™ืจ ื”ืึธื‘ืŸ ืฆื• ื˜ืึธืŸ ื•ื•ืขืŸ ืื™ืจ ืžืึทื›ืŸ IDs 4 ื‘ื™ื˜ืขืก. ืคื™ืœืข ืคืจืึทืžืขื•ื•ืึธืจืงืก ื”ืึธื‘ืŸ ื“ืึธืก ืžื™ื˜ ืขื˜ืœืขื›ืข ื™ืึธืจ ืฆื•ืจื™ืง, ืื•ืŸ ื ืึธืจ ื“ื™ ืคึผืœืึทื˜ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืืงืกืŸ ืื•ืŸ ื–ื™ื™ ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ืงืึธื ื•ื•ืขืจื˜ืขื“ ืฆื• 8 ื‘ื™ื˜ืขืก.

ื“ืขื ืึทืจื‘ืขื˜ ืื™ื– ื’ืึทื ืฅ ืฉื•ื•ืขืจ. ืžื™ืจ ื”ืื‘ืŸ ืขืก ื’ืขื˜ื•ื”ืŸ. ืื•ืŸ ืื™ืจ ื”ืึธื‘ืŸ ืฆื• ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ืึธืคึผื’ืขื”ื™ื˜. ืขืก ื–ืขื ืขืŸ ืœืึทืงืก, ื•ื›ื•', ืึธื‘ืขืจ ืขืก ืื™ื– ื’ืขื˜ืืŸ. ืึทื– ืื™ื–, ื“ืขืจ ื ืึธืจืžืึทืœ ืฆื•ื’ืึทื ื’ ืื™ื– ืฆื• ื’ื™ื™ืŸ ืžื™ื˜ pg_repack. ืื™ืจ ื“ืขืจืงืœืขืจืŸ ืึทื–ืึท ืึท ืคื™ืจืžืข. ืื•ืŸ ืื™ื™ื“ืขืจ ืื™ืจ ืึธื ื”ื™ื™ื‘ ื•ืคึผืœืึธืึทื“ื™ื ื’ ืžืึธืžืขื ื˜ื‘ื™ืœื“ ื“ืึทื˜ืŸ ืื™ืŸ ืขืก, ืื™ืจ ืื•ื™ืš ื“ืขืจืงืœืขืจืŸ ืื™ื™ืŸ ื˜ืขืœืขืจ ื•ื•ืึธืก ื˜ืจืึทืงืก ืึทืœืข ืขื ื“ืขืจื•ื ื’ืขืŸ. ืขืก ืื™ื– ืึท ื˜ืจื™ืง ืึทื– ืื™ืจ ืงืขืŸ ื ื™ืฉื˜ ืืคื™ืœื• ืฉืคึผื•ืจ ืขื˜ืœืขื›ืข ืขื ื“ืขืจื•ื ื’ืขืŸ. ืขืก ื–ืขื ืขืŸ ืกืึทื˜ืึทืœื˜ื™ื–. ืื•ืŸ ื“ืขืžืึธืœื˜ ืื™ืจ ื‘ืึทืฉื˜ื™ืžืขืŸ ื“ื•ืจืš ืจืึธื•ืœื™ื ื’ ืขื ื“ืขืจื•ื ื’ืขืŸ. ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท ืงืœื™ื™ืŸ ืคึผื•ื™ื–ืข ื•ื•ืขืŸ ืžื™ืจ ืคืึทืจืžืึทื›ืŸ ืึทืœืขืžืขืŸ, ืึธื‘ืขืจ ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ื“ืึธืก ืื™ื– ื’ืขื˜ืืŸ.

ืื•ื™ื‘ ืื™ืจ ืงื•ืง ืื™ืŸ pg_repack ืื•ื™ืฃ GitHub, ื•ื•ืขืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืึทืจื‘ืขื˜ ืฆื• ื’ืขืจ ืึท ืฉื™ื™ึทืŸ ืคื•ืŸ ื™ื ื˜ 4 ืฆื• ื™ื ื˜ 8, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื’ืขื“ืึทื ืง ืฆื• ื ื•ืฆืŸ pg_repack ื–ื™ืš. ื“ืึธืก ืื™ื– ืื•ื™ืš ืžืขื’ืœืขืš, ืึธื‘ืขืจ ืขืก ืื™ื– ืึท ื‘ื™ืกืœ ืคื•ืŸ ืึท ื›ืึทืง, ืึธื‘ืขืจ ืขืก ื•ื•ืขื˜ ืื•ื™ืš ืึทืจื‘ืขื˜ืŸ ืคึฟืึทืจ ื“ืขื. ืื™ืจ ืงืขื ืขืŸ ื™ื ืขืจื•ื•ื™ืŸ ืื™ืŸ ื“ื™ ืฆื™ื ื’ืœ ืึทื– pg_repack ื ื™ืฆื˜ ืื•ืŸ ื–ืึธื’ืŸ ื“ืึธืจื˜: "ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื“ืึทืจืคึฟืŸ ื“ื™ ื“ืึทื˜ืŸ", ื“"ื” ืžื™ืจ ื ืึธืจ ืึทืจื™ื‘ืขืจืคื™ืจืŸ ื•ื•ืึธืก ืžื™ืจ ื“ืึทืจืคึฟืŸ. ืื•ืŸ ื“ืขืžืึธืœื˜ ืขืจ ื ืึธืจ ืกื•ื•ื™ื˜ืฉื™ื– ืื•ืŸ ืึทื– ืก ืขืก.

ืžื™ื˜ ื“ืขื ืฆื•ื’ืึทื ื’, ืžื™ืจ ื ืึธืš ื‘ืึทืงื•ืžืขืŸ ืึท ืฆื•ื•ื™ื™ื˜ ืงืึธืคึผื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื˜ื™ืฉ, ืื™ืŸ ื•ื•ืึธืก ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ื™ื ื“ืขืงืกื˜ ืื•ืŸ ืกื˜ืึทืงื˜ ื–ื™ื™ืขืจ ื™ื•ื•ืึทื ืœื™ ืžื™ื˜ ืฉื™ื™ืŸ ื™ื ื“ืขืงืกื™ื–.

ื‘ืœืึธืึทื˜ ืื™ื– ื ื™ืฉื˜ ืคืึธืจืฉื˜ืขืœืŸ, ืขืก ืื™ื– ืึท ื’ื•ื˜ ืฆื•ื’ืึทื ื’. ืื‘ืขืจ ืื™ืš ื•ื•ื™ืกืŸ ืึทื– ืขืก ื–ืขื ืขืŸ ืคืจื•ื•ื•ืŸ ืฆื• ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืึทืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืคึฟืึทืจ ื“ืขื, ื“"ื” ืฆื• ืžืึทื›ืŸ ืึท ื•ื ื™ื•ื•ืขืจืกืึทืœ ืœื™ื™ื–ื•ื ื’. ืื™ืš ืงืขื ืขืŸ ืฉื˜ืขืœืŸ ืื™ืจ ืื™ืŸ ืงืึธื ื˜ืึทืงื˜ ืžื™ื˜ ื“ืขื ืึธื˜ืึทืžื™ื™ืฉืึทืŸ. ืขืก ืื™ื– ื’ืขืฉืจื™ื‘ืŸ ืื™ืŸ ืคึผื™ื˜ื”ืึธืŸ, ื•ื•ืึธืก ืื™ื– ืึท ื’ื•ื˜ืข ื–ืึทืš.

ืื™ืš ื‘ื™ืŸ ื ืึธืจ ืึท ื‘ื™ืกืœ ืคึฟื•ืŸ ื“ืขืจ ื•ื•ืขืœื˜ ืคื•ืŸ MySQL, ืึทื–ื•ื™ ืื™ืš ื’ืขืงื•ืžืขืŸ ืฆื• ื”ืขืจืŸ. ืื•ืŸ ืžื™ืจ ื ื•ืฆืŸ ื“ืขื ืฆื•ื’ืึทื ื’.

ืื‘ืขืจ ืขืก ืื™ื– ื ืึธืจ ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ 90%. ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ 5%, ืขืก ืื™ื– ื ื™ืฉื˜ ื–ื™ื™ืขืจ ื’ื•ื˜ ืฆื• ื ื•ืฆืŸ ืขืก.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื•ื™ื‘ ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ืจืขืกื•ืจืกืŸ ืฆื• ืžืึทื›ืŸ ืึท ื’ืึทื ืฅ ืงืึธืคึผื™ืข ืคื•ืŸ โ€‹โ€‹ืคึผืจืึธื“, ืื™ื– ืขืก ืงื™ื™ืŸ ืึทืœื’ืขืจื™ื“ืึทื ืึธื“ืขืจ ืคืึธืจืžื•ืœืข ืฆื• ืจืขื›ืขื ืขืŸ ื“ื™ ืžืึทืกืข ืึธื“ืขืจ ื’ืจื™ื™ืก?

ื’ื•ื˜ ืงืฉื™ื. ื‘ื™ื– ืื™ืฆื˜, ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืžืึทืœื˜ื™-ื˜ืขืจืึทื‘ื™ื˜ืข ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–. ืืคื™ืœื• ืื•ื™ื‘ ื“ื™ ื™ื™ึทื–ื ื•ื•ืึทืจื’ ืขืก ืื™ื– ื ื™ืฉื˜ ื“ื™ ื–ืขืœื‘ืข, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื•ื•ื™ื™ื ื™ืงืขืจ ื–ื›ึผืจื•ืŸ, ื•ื•ื™ื™ื ื™ืงืขืจ ืคึผืจืึทืกืขืกืขืจ ืื•ืŸ ื“ื™ืกืงืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคึผื•ื ืงื˜ ื“ื™ ื–ืขืœื‘ืข, ืึธื‘ืขืจ ืžื™ืจ ื˜ืึธืŸ ื“ืึธืก. ืื•ื™ื‘ ืขืก ืื™ื– ืœืขื’ืึทืžืจืข ื™ื  ืขืจื’ืขืฆ ื ื™ื˜, ื“ืขืžืึธืœื˜ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืจืึทื›ื˜ืŸ. ืœืื– ืžื™ืš ื˜ืจืื›ื˜ืŸ ื‘ื™ื– ืžืืจื’ืŸ, ื‘ื™ืกื˜ื• ื’ืขืงื•ืžืขืŸ, ืžื™ืจ ื•ื•ืขืœืŸ ืจืขื“ืŸ, ื“ืืก ืื™ื– ื ื’ื•ื˜ืข ืคืจืื’ืข.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืจ ืขืจืฉื˜ืขืจ ืกื˜ืึทืจื˜ืขื“ ื•ื•ืขื’ืŸ ื“ืขื ืคืึทืงื˜ ืึทื– ืขืก ืื™ื– ืึท ืงื™ืœ ืคึผืึธืกื˜ื’ืจืขืก, ื•ื•ืึธืก ื”ืื˜ ืึทื–ืึท ืื•ืŸ ืึทื–ืึท ืœื™ืžื™ื˜ื™ื™ืฉืึทื ื–, ืึธื‘ืขืจ ืขืก ืื™ื– ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’. ืื•ืŸ ื“ืึธืก ืื™ื– ืึทืœืข ืึท ืงืจืึทืš ื“ื•ืจืš ืื•ืŸ ื’ืจื•ื™ืก. ืื™ื– ื“ืึธืก ื ื™ืฉื˜ ืึทืœืข ืื™ืŸ ืงืึธื ืคืœื™ืงื˜ ืžื™ื˜ ื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ Postgres ื–ื™ืš, ืื™ืŸ ื•ื•ืึธืก ืขื˜ืœืขื›ืข DELETE ื“ืขืคืขืจืึทื ื˜ ื•ื•ืขื˜ ื“ืขืจืฉื™ื™ึทื ืขืŸ ืึธื“ืขืจ ืขืคึผืขืก ืึทื ื“ืขืจืฉ ื•ื•ืึธืก ื–ืึธืœ ื”ืึทืœื˜ืŸ ืื•ื™ืฃ ืึท ื ื™ื“ืขืจื™ืง ืžื“ืจื’ื” ื•ื•ืึธืก ืžื™ืจ ื–ืขื ืขืŸ ื˜ืจื™ื™ื ื’ ืฆื• ืฉืžื™ืจืŸ ืžื™ื˜ ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ืื•ื ื“ื–ืขืจ ืžืึธื“ื ืข ืžื™ื˜ืœืขืŸ ื“ืึธ?

ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขื–ืึธื’ื˜ ืื™ืŸ SQL ืฆื• ื•ื™ืกืžืขืงืŸ ืึธื“ืขืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืคื™ืœืข ืจืขืงืึธืจื“ืก ืื™ืŸ ืื™ื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื•ื•ื™ ืงืขืŸ Postgres ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ืขืก ื“ืึธืจื˜? ืžื™ืจ ื–ืขื ืขืŸ ืคื™ื–ื™ืงืœื™ ืœื™ืžื™ื˜ืขื“ ืื™ืŸ ืึทืคึผืขืจื™ื™ืฉืึทื ื–. ืžื™ืจ ื•ื•ืขืœืŸ ืขืก ื ืึธืš ื˜ืึธืŸ ืคึฟืึทืจ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜. ื•ึฐื ึดืฉึฐืืชึทึผืœึฐึผืœื•ึผ ื‘ึฐึผื”ึทื”ื•ึผื ื–ึดืžึฐื ึธื ื•ึฐื›ื•ึผ'.

ื’ืขื˜ืืŸ ืžื™ื˜ ื™ื ื“ืขืงืกื™ื–.

ืื™ืš ืงืขื ืขืŸ ื™ื‘ืขืจื ืขืžืขืŸ ืึทื– ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’ ืงืขืŸ ื–ื™ื™ืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื“. ืึทืžืึธืœ ืขืก ืงืขืŸ ื–ื™ื™ืŸ. ืื‘ืขืจ ื“ืขืžืึธืœื˜ ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ื˜ืึทืงืข ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ืงืฉื™ื.

ื“ื™ ืงืฉื™ื ืื™ื–, ืื™ื– ืขืก ืึทื–ืึท ืึท ื•ื•ืขืงื˜ืึธืจ ืคื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื•ื•ืึธืก ื’ื™ื™ื˜ ื“ืึธ ืื•ืŸ ื“ืึธืจื˜, ืื•ืŸ ื“ืึธ ื“ื™ื™ืŸ ื’ื™ื™ื˜ ืคึผืึทืจืึทืœืขืœ? ื™ืขื ืข. ื”ืึธื‘ืŸ ื–ื™ื™ ื ืึธืš ื ื™ืฉื˜ ื’ืขื“ืึทื ืง ื•ื•ืขื’ืŸ ืื™ื?

ืื™ืš ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื“ื™ ืคึผืจื™ื ืฆื™ืคึผืŸ ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืื™ืฆื˜. ืขืก ืื™ื– ืืŸ ืื ื“ืขืจ ื‘ืึธื˜ ื ืึทื ืกื™, ืžื™ื˜ ื“ืขื ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื“ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’. ื•ื•ืขื˜ ืขืก ืึทืžืึธืœ ื–ื™ื™ืŸ ืื™ืŸ Postgres? ืื™ืš ื•ื•ื™ื™ืก ื ื™ืฉื˜, ืขืก ืื™ื– ื ืืš ื ื™ืฉื˜ ืืคื™ืœื• ื“ื™ืกืงื•ื˜ื™ืจื˜ ื’ืขื•ื•ืืจืŸ. ืžื™ืจ ื–ืฒื ืขืŸ ื ืืš ืฐืฒื˜ ื“ืขืจืคื•ืŸ. ืื‘ืขืจ ืขืก ื–ืขื ืขืŸ ืกื™ื™ืึทื ื˜ื™ืก ื•ื•ืึธืก ืžืึทื›ืŸ ื ื™ื™ึทืข ืกื™ืกื˜ืขืžืขืŸ. ืื•ืŸ ื–ื™ื™ ืฉื˜ื•ืคึผืŸ ืื•ื ื“ื– ืื™ืŸ ืึธื˜ืึทืžืึทื˜ื™ืง ื™ื ื“ืขืงืกื™ื–. ืขืก ื–ืขื ืขืŸ ื“ื™ื•ื•ืขืœืึทืคึผืžืึทื ืฅ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืจ ืงืขื ืขืŸ ืงื•ืงืŸ ืื™ืŸ ืึทื•ื˜ืึธ ื˜ื•ื ื™ื ื’. ืขืก ืกืึทืœืขืงืฅ ืคึผืึทืจืึทืžืขื˜ืขืจืก ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ. ืึธื‘ืขืจ ืขืจ ื•ื•ืขื˜ ื ืึธืš ื ื™ืฉื˜ ื˜ืึธืŸ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’ ืคึฟืึทืจ ืื™ืจ. ืึทื– ืื™ื–, ืขืก ื•ื•ืขื˜ ืงืœื™ื™ึทื‘ืŸ ื–ื™ืš ืคึฟืึทืจ ืคืึธืจืฉื˜ืขืœื•ื ื’, ืฉืึธืœ ื‘ืึทืคืขืจ, ืขื˜ืง.

ืื•ืŸ ืคึฟืึทืจ ื˜ืฉืขืงืคึผื•ื™ื ื˜ ื˜ื•ื ื™ื ื’, ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ื“ืึธืก: ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ืึท ื˜ื•ื™ื–ื ื˜ ืงืœืึทืกื˜ืขืจื– ืื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื™ื™ึทื–ื ื•ื•ืึทืจื’, ืคืึทืจืฉื™ื“ืขื ืข ื•ื•ื™ืจื˜ื•ืึทืœ ืžืืฉื™ื ืขืŸ ืื™ืŸ ื“ื™ ื•ื•ืึธืœืงืŸ, ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ืื•ื ื“ื–ืขืจ ื‘ืึธื˜ ื ืึทื ืกื™ ื˜ืึธืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ. ืื•ืŸ max_wal_size ื•ื•ืขื˜ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื•ื•ืขืจืŸ ืื•ื™ืกื’ืขืงืœื™ื‘ืŸ ืœื•ื™ื˜ ื“ื™ื™ืŸ ืฆื™ืœ ืกืขื˜ื˜ื™ื ื’ืก. ืื‘ืขืจ ื‘ื™ื– ืื™ืฆื˜ ืื™ื– ื“ืึธืก ื ื™ื˜ ืืคื™ืœื• ื ืึธืขื ื˜ ืื™ืŸ ื“ื™ ื”ืึทืจืฅ, ืœื™ื™ื“ืขืจ.

ื ื’ื•ื˜ืŸ ืžื™ื˜ืื’ ืื™ืจ ื”ืึธื˜ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื“ื™ ื“ื™ื™ื ื“ื–ืฉืขืจื– ืคื•ืŸ ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–. ืื™ืจ ื”ืึธื˜ ื’ืขื–ืึธื’ื˜ ืึทื– ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืื™ื– ืืคื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ืคืึทืœ ืคื•ืŸ ื“ื™ืœื™ืฉืึทื ื–. ื•ื•ื™ ืึทื ื“ืขืจืฉ ืฉืึทื˜ืŸ ืขืก ืื•ื ื“ื–? ื•ื•ื™ื™ึทืœ ืžื™ืจ ื–ืขื ืขืŸ ื’ืขืจืขื“ื˜ ืžืขืจ ื•ื•ืขื’ืŸ ืคืจื™ื™ ืคึผืœืึทืฅ ืื•ืŸ ืงืขื ืขืŸ ืฆื• ื ื•ืฆืŸ ืขืก. ื•ื•ืึธืก ืึทื ื“ืขืจืฉ ื–ืขื ืขืŸ ืžื™ืจ ืคืขืœื ื“ื™ืง?

ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืื™ื– ืืคึฟืฉืจ ื ื™ืฉื˜ ื“ืขืจ ื‘ื™ื’ืึทืกื˜ ืคึผืจืึธื‘ืœืขื ื“ืึธ. ืื•ืŸ ื“ืขืจ ืคืึทืงื˜ ืึทื– ืึท ืœืึทื ื’ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืงืขื ืขืŸ ืฉืœืึธืก ืื ื“ืขืจืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ื“ืขื ืžืขื’ืœืขื›ืงื™ื™ื˜ ืื™ื– ืžืขืจ ื’ืขืคืขืจืœืขืš. ื–ื™ ืงืขืŸ ืึธื“ืขืจ ืงืขืŸ ื ื™ืฉื˜ ื˜ืจืขืคืŸ. ืื•ื™ื‘ ื–ื™ ื‘ืื’ืขื’ื ื˜, ื“ืขืžืึธืœื˜ ืขืก ืงืขืŸ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ืฉืœืขื›ื˜. ืื•ืŸ ืžื™ื˜ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื - ื“ืึธืก ืื™ื– ืื•ื™ืš ืึท ืคึผืจืึธื‘ืœืขื. ืขืก ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ืคืจืื‘ืœืขืžืขืŸ ืžื™ื˜ ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื™ืŸ OLTP: ืœืึทืงืก ืื•ืŸ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื. ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ื”ื™ื™ืก ืกื˜ืึทื ื“ื‘ื™ื™ ื‘ืึทืžืขืจืงื•ื ื’ืขืŸ ืขื ื™ื™ื‘ืึทืœื“ ืื•ื™ืฃ ื“ื™ ืจืขืคึผืœื™ืงืข, ืื™ืจ ื•ื•ืขื˜ ื ืึธืš ื‘ืึทืงื•ืžืขืŸ ืึทืŸ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืฉืœืึธืก ืื•ื™ืฃ ื“ื™ ื‘ืขืœ, ืขืก ื•ื•ืขื˜ ืึธื ืงื•ืžืขืŸ ืคึฟื•ืŸ ื“ืขืจ ืจืขืคึผืœื™ืงืข. ืื‘ืขืจ ืื™ืŸ ืžื™ื ื“ืกื˜ืขืจ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืงื™ื™ืŸ ืœืึทืงืก. ืื•ืŸ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืœืึธื•ืงื™ื™ืฉืึทื ื–. ืžื™ืจ ื–ืขื ืขืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื“ืึทื˜ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ, ืึทื–ื•ื™ ืœืึทืงืก ื–ืขื ืขืŸ ืึท ื•ื•ื™ื›ื˜ื™ืง ืคื•ื ื˜ ื“ืึธ. ืื•ืŸ ืื•ื™ื‘ ื“ืึธืก ืื™ื– ืึทืœืข ืคึฟืึทืจ ืึท ืœืึทื ื’, ืœืึทื ื’ ืฆื™ื™ึทื˜, ืžืขืจ ืื•ืŸ ืžืขืจ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืคืืจืฉืคืืจื˜. ื–ื™ื™ ืงืขื ืขืŸ ื’ืึทื ื•ื•ืขื ืขืŸ ืื ื“ืขืจืข. ืื•ืŸ ืœืืง ื‘ื™ื™ืžืขืจ ื•ื•ื™ื™ื–ืŸ. ืื™ืš ื”ืื‘ ื’ืขื‘ืจืขื ื’ื˜ ื ืœื™ื ืง ืฆื• ื“ืขื ืกื ื™ืคื˜. ืื•ืŸ ื“ืขื ืคึผืจืึธื‘ืœืขื ื•ื•ืขืจื˜ ืžืขืจ ื‘ืืžืขืจืงื˜ ืคืึทืกื˜ืขืจ ื•ื•ื™ ื“ื™ ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื, ื•ื•ืึธืก ืงืขื ืขืŸ ื ืึธืจ ืึธื ืงืœื™ื™ึทื‘ืŸ.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืจ ื”ืึธื˜ ืึธื ื’ืขื”ื•ื™ื‘ืŸ ื“ื™ื™ืŸ ื‘ืึทืจื™ื›ื˜ ืžื™ื˜ ื–ืึธื’ืŸ ืึทื– ืื™ืจ ื”ืึธื˜ ื˜ืขืกื˜ืขื“ ืคืึทืœืฉ. ืžื™ ืจ ื”ืื‘ ืŸ ืฐืฒื˜ืข ืจ ื’ืขื‘ืœื™ื‘ ืŸ ืื•ื ื“ื–ืข ืจ ื’ืขื“ืื ืง , ื ื– ืžื™ ืจ ื“ืืจืค ืŸ ื ืขืžืข ืŸ ื“ ื™ ื–ืขืœื‘ ืข ืขืงื•ื•ื™ืคึผืžืขื ื˜ , ืžื™ ื˜ ื“ืข ืจ ื‘ืื–ืข , ืื•ื™ืค ืŸ ื–ืขืœื‘ื™ืง ืŸ ืื•ืคืŸ . ื–ืืœ ืก ื–ืึธื’ืŸ ืžื™ืจ ื’ืขื’ืขื‘ืŸ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืึท ื‘ืึทื–ืข. ืื•ืŸ ืขืจ ื”ืื˜ ื ืื›ื’ืขืคืืœื’ื˜ ื“ื™ ื‘ืงืฉื”. ืื•ืŸ ืขืจ ืžื™ื™ื ื˜ ืฆื• ื–ื™ื™ืŸ ื’ื•ื˜. ืื‘ืขืจ ืขืจ ื˜ื•ื˜ ื ื™ืฉื˜ ื˜ืฉืขืง ืคึฟืึทืจ ืœืขื‘ืŸ, ืึธื‘ืขืจ ืคึฟืึทืจ ืœืขื‘ืŸ, ืœืžืฉืœ, ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืžืึทืกืข ืคื•ืŸ โ€‹โ€‹60-70%. ืื•ืŸ ืืคื™ืœื• ืื•ื™ื‘ ืžื™ืจ ื ื•ืฆืŸ ื“ืขื ื˜ื•ื ื™ื ื’, ืขืก ืึทืจื‘ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ื’ื•ื˜.

ืขืก ืื™ื– ื•ื•ื™ื›ื˜ื™ืง ืฆื• ื”ืึธื‘ืŸ ืึท ืžื•ืžื—ื” ืื™ืŸ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ืื•ืŸ ื ื™ืฆืŸ DBA ืขืงืกืคึผืขืจืฅ ื•ื•ืึธืก ืงืขื ืขืŸ ืคืึธืจื•ื™ืกื–ืึธื’ืŸ ื•ื•ืึธืก ื•ื•ืขื˜ ืคึผืึทืกื™ืจืŸ ืžื™ื˜ ืึท ืคืึทืงื˜ื™ืฉ ื”ื™ื ื˜ืขืจื’ืจื•ื ื˜. ื•ื•ืขืŸ ืžื™ืจ ื ืึธืจ ื“ืจืึธื•ื•ืข ืื•ื ื“ื–ืขืจ ืจื™ื™ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ, ืžื™ืจ ื–ืขืŸ ื“ื™ ื‘ื™ืœื“. ืื‘ืขืจ ืึท ืžืขืจ ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืฆื•ื’ืึทื ื’, ื•ื•ืขืŸ ืžื™ืจ ื”ืื‘ืŸ ื“ื™ ื–ืขืœื‘ืข ื–ืึทืš ื•ื•ื™ื“ืขืจ, ืึธื‘ืขืจ ืžื™ื˜ ืึท ืžืึทืกืข ืกื™ืžื™ืึทืœื™ื™ื˜ื™ื“ ืžื™ื˜ ืคึผืจืึธื“ื•ืงืฆื™ืข. ืขืก ืื™ื– ื’ืึทื ืฅ ืงื™ืœ. ื‘ื™ื– ื“ืขืžืืœื˜ ืžื•ื– ืžืขืŸ ืื•ื™ืคืฐืืงืกืŸ. ืขืก ืื™ื– ื•ื•ื™ ืึท ื“ืขืจื•ื•ืึทืงืกืŸ. ืžื™ืจ ื”ืึธื‘ืŸ ื ืึธืจ ื’ืขืงื•ืงื˜ ืื•ื™ืฃ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืื•ืŸ ืื•ื™ืš ื’ืขืงื•ืงื˜ ืฆื™ ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขื ื•ื’ ืจืขืกื•ืจืกืŸ. ื“ืึธืก ืื™ื– ืึท ื’ื•ื˜ืข ืงืฉื™ื.

ื•ื•ืขืŸ ืžื™ืจ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ื˜ืืŸ ืึท ืžื™ืกื˜ ืกืขืœืขืงื˜ ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ, ืœืžืฉืœ, ืึท ืื•ื™ืกื’ืขืžืขืงื˜ ืคืึธืŸ

ื“ืึธืก ืื™ื– ื•ื•ืึธืก ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ื˜ื•ื˜ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ืื™ืŸ Postgres.

ืื”, ื˜ื•ื˜ ืขืจ ืขืก?

ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืื™ื– ื“ืขืจ ืžื™ืกื˜ ืงืึทืœืขืงื˜ืขืจ.

ื“ืื ืง ืื™ืจ!

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ื– ืขืก ืึทืŸ ืึธืคึผืฆื™ืข ืฆื• ื’ืœื™ื™ืš ืคึผืœืึทืŸ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืžื™ื˜ ืคึผืึทืจื˜ื™ืฉืึทื ื™ื ื’ ืื™ืŸ ืึทื–ืึท ืึท ื•ื•ืขื’ ืึทื– ืึทืœืข ืžื™ืกื˜ ื•ื•ืขืจื˜ ื’ืจืึธื‘ ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื˜ื™ืฉ ืขืจื’ืขืฅ ืฆื• ื“ื™ ื–ื™ื™ึทื˜?

ืคื•ืŸ ืœื•ื™ืฃ ื”ืึธื‘ืŸ.

ืื™ื– ืขืก ืžืขื’ืœืขืš ืฆื• ื‘ืึทืฉื™ืฆืŸ ื–ื™ืš ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืคืืจืฉืคืืจื˜ ืึท ื˜ื™ืฉ ื•ื•ืึธืก ื–ืึธืœ ื ื™ื˜ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜?

ืคื•ืŸ ืงื•ืจืก ื”ืึธื‘ืŸ. ืื‘ืขืจ ืขืก ืก ื•ื•ื™ ืึท ื”ื™ื ื“ืœ ืื•ืŸ ื™ื™ ืงืฉื™ื. ืื•ื™ื‘ ืžื™ืจ ืึทืœืข ื•ื•ื™ืกืŸ ื•ื•ืึธืก ื•ื•ืขื˜ ืคึผืึทืกื™ืจืŸ ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜, ื“ืขืžืึธืœื˜, ืคื•ืŸ ืงื•ืจืก, ืžื™ืจ ื•ื•ืขืœืŸ ื˜ืึธืŸ ืึทืœืฅ ืงื™ืœ. ืื‘ืขืจ ื“ื™ ื’ืขืฉืขืคื˜ ืื™ื– ื˜ืฉืึทื ื’ื™ื ื’, ืขืก ื–ืขื ืขืŸ ื ื™ื™ึท ืฉืคืืœื˜ืŸ, ื ื™ื™ึท ืจื™ืงื•ื•ืขืก. ืื•ืŸ ื“ืขืžืึธืœื˜ - ืึธืึธืคึผืก, ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื‘ืึทื–ื™ื™ึทื˜ื™ืงืŸ ืขืก. ืื‘ืขืจ ื“ืขื ื™ื“ืขืึทืœ ืกื™ื˜ื•ืึทืฆื™ืข, ืื™ืŸ ืœืขื‘ืŸ ืขืก ืึทืงืขืจื–, ืึธื‘ืขืจ ื ื™ื˜ ืฉื˜ืขื ื“ื™ืง. ืื‘ืขืจ ืงื•ื™ืœืขืœื“ื™ืง ืขืก ืก ืึท ื’ื•ื˜ ื’ืขื“ืึทื ืง. ื ืึธืจ ื˜ืจื•ื ืงื™ื™ื˜ ืื•ืŸ ืึทื– ืก ืขืก.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’