ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื™ืš ืคึฟืึธืจืฉืœืึธื’ืŸ ืื™ืจ ืœื™ื™ืขื ืขืŸ ื“ื™ ื˜ืจืึทื ืกืงืจื™ืคึผื˜ ืคื•ืŸ ื“ืขื ื‘ืึทืจื™ื›ื˜ ืคื•ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ 2016 ื“ื•ืจืš ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื• "ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ ืคึผืึธืกื˜ื’ืจืขืกืงืœ"

ืื™ืŸ ื“ืขื ื‘ืึทืจื™ื›ื˜, ืื™ืš ื•ื•ืขืœ ืึทื ืึทืœื™ื™ื– ื“ื™ ื”ื•ื™ืคึผื˜ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืฉื˜ื™ื™ืขืŸ ืื™ืŸ ื“ืขืจ ื‘ื™ื ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ื–ื™ื™ื ื™ื ื’ ืื•ืŸ ืฉืจื™ื™ื‘ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื“. ืื•ืŸ ืื™ืš ื•ื•ืขืœ ื ืขืžืขืŸ ื‘ืœื•ื™ื– ื“ื™ ืขืจืจืึธืจืก ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ื•ื•ื™ ืึท ื”ืขืจืฉืŸ, ื“ืึธืก ืื™ื– ื“ืขืจ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื“ื™ ืกื•ืฃ ืคื•ืŸ ื“ื™ ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ ื“ื™ื™ืŸ ืกื™ืกื˜ืขื ื•ื•ื™ ืึท ื’ืึทื ืฅ, ื›ืึธื˜ืฉ ื˜ื›ื™ืœืขืก ืงื™ื™ืŸ ืคึผืจื™ืจืขืงื•ื•ืึทื–ืึทืฅ ืคึฟืึทืจ ื“ืขื ื–ืขื ืขืŸ ืงืขื ื˜ื™ืง.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืฆื•ืคืจื™ื“ืŸ ืฆื• ื‘ืึทื’ืจื™ืกืŸ ืึทืœืขืžืขืŸ! ื“ืขืจ ื‘ืึทืจื™ื›ื˜ ืื™ื– ื ื™ืฉื˜ ืึทื–ื•ื™ ื˜ืขื›ื ื™ืฉ ื•ื•ื™ ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ืคื•ืŸ โ€‹โ€‹ืžื™ื™ืŸ ืงืึธืœืขื’ืข. ื“ืขืจ ื‘ืึทืจื™ื›ื˜ ืื™ื– ื“ืขืจ ื”ื•ื™ืคึผื˜ ืึทื™ืžืขื“ ืฆื• ื‘ืึทืงืขื ื“ ืกื™ืกื˜ืขื ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื•ื•ื™ื™ึทืœ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื’ืึทื ืฅ ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ืงืœื™ื™ืึทื ืฅ. ืื•ืŸ ื–ื™ื™ ืึทืœืข ืžืึทื›ืŸ ื“ื™ ื–ืขืœื‘ืข ืžื™ืกื˜ื™ื™ืงืก. ืื™ืš ืฐืขืœ ืืฒึทืš ื“ืขืจืฆืฒืœืŸ ืฐืขื’ืŸ ื–ืฒ. ืื™ืš ื•ื•ืขืœ ื“ืขืจืงืœืขืจืŸ ื•ื•ืึธืก ืคืึทื˜ืึทืœ ืื•ืŸ ืฉืœืขื›ื˜ ื–ืื›ืŸ ื“ื™ ืžื™ืกื˜ื™ื™ืงืก ืคื™ืจืŸ ืฆื•.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืคืืจื•ื•ืืก ื–ืขื ืขืŸ ื˜ืขื•ืชื™ื ื’ืขืžืื›ื˜? ื–ื™ื™ ื–ืขื ืขืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืคึฟืึทืจ ืฆื•ื•ื™ื™ ืกื™ื‘ื•ืช: ื˜ืจืึทืค - ืืคึฟืฉืจ ืขืก ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ ืื•ื™ืก ืื•ืŸ ื•ื•ื™ื™ึทืœ ืคื•ืŸ ืื•ืžื•ื•ื™ืกื ื“ื™ืงื™ื™ื˜ ืคื•ืŸ ืขื˜ืœืขื›ืข ืžืขืงืึทื ื™ื–ืึทืžื– ื•ื•ืึธืก ืคืึทืœืŸ ืื•ื™ืฃ ื“ื™ ืžื“ืจื’ื” ืฆื•ื•ื™ืฉืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื–ื™ืš.

ืื™ืš ื•ื•ืขืœ ืื™ื™ืš ื’ืขื‘ืŸ ื“ืจื™ื™ ื‘ื™ื™ืฉืคื™ืœืŸ ืžื™ื˜ ืฉืจืขืงืœื™ื›ืข ื‘ื™ืœื“ืขืจ ื•ื•ื™ ืฉืœืขื›ื˜ ื“ืืก ืื™ื– ื’ืขื•ื•ืืจืŸ. ืื™ืš ื•ื•ืขื˜ ื–ืึธื’ืŸ ืื™ืจ ื‘ืขืงื™ืฆืขืจ ื•ื•ืขื’ืŸ ื“ืขื ืžืขืงืึทื ื™ื–ืึทื ื•ื•ืึธืก ื›ืึทืคึผืึทื ื– ื“ืึธืจื˜. ืื•ืŸ ื•ื•ื™ ืฆื• ื”ืึทื ื“ืœืขืŸ ืžื™ื˜ ื–ื™ื™, ื•ื•ืขืŸ ื–ื™ื™ ื’ืขื˜ืจืืคืŸ, ืื•ืŸ ื•ื•ืึธืก ืคืึทืจื”ื™ื˜ื ื“ื™ืง ืžืขื˜ื”ืึธื“ืก ืฆื• ื ื•ืฆืŸ ืฆื• ืคืึทืจืžื™ื™ึทื“ืŸ ืžื™ืกื˜ื™ื™ืงืก. ืื™ืš ื•ื•ืขื˜ ื–ืึธื’ืŸ ืื™ืจ ื•ื•ืขื’ืŸ ื“ื™ ืึทื’ื–ื™ืœื™ืขืจื™ ืžื›ืฉื™ืจื™ื ืื•ืŸ ืฆื•ืฉื˜ืขืœืŸ ื ื•ืฆื™ืง ืœื™ื ืงืก.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื™ืš ื’ืขื•ื•ื™ื™ื ื˜ ืึท ืคึผืจืึธื‘ืข ื“ืึทื˜ืึทื‘ื™ื™ืก ื•ื•ื• ืื™ืš ื’ืขื”ืื˜ ืฆื•ื•ื™ื™ ื˜ื™ืฉืŸ. ืื™ื™ืŸ ื˜ืขืœืขืจ ืžื™ื˜ ืงื•ื ื” ืึทืงืึทื•ื ืฅ, ื“ื™ ืื ื“ืขืจืข ืžื™ื˜ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื•ื™ืฃ ื“ื™ ืึทืงืึทื•ื ืฅ. ืื•ืŸ ืžื™ื˜ ืขื˜ืœืขื›ืข ืึธืคื˜ืงื™ื™ึทื˜ ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ื™ ื‘ืึทืœืึทื ืกืขืก ืื•ื™ืฃ ื“ื™ ืึทืงืึทื•ื ืฅ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืขืจืฉื˜ ื“ืึทื˜ืŸ ืคื•ืŸ ื“ื™ ื˜ืขืœืขืจ: ืขืก ืื™ื– ื’ืึทื ืฅ ืงืœื™ื™ืŸ, 2 ืžืขื’ืื‘ื™ื™ื˜ืŸ. ื“ืขืจ ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ืกืคึผืึทืกื™ืคื™ืงืœื™ ืคึฟืึทืจ ื“ื™ ืฆื™ื™ื›ืŸ ืื™ื– ืื•ื™ืš ื–ื™ื™ืขืจ ื’ื•ื˜. ืื•ืŸ ืึท ื’ืึทื ืฅ ื’ื•ื˜ ืžืึทืกืข - 2 ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืคึผืขืจ ืกืขืงื•ื ื“ืข ืœื•ื™ื˜ ืฆื• ื“ื™ ื˜ืขืœืขืจ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ื“ื•ืจืš ื“ืขื ื‘ืึทืจื™ื›ื˜ ืื™ืš ื•ื•ืขื˜ ื•ื•ื™ื™ึทื–ืŸ ืื™ืจ ื’ืจืึทืคืก ืึทื–ื•ื™ ืึทื– ืื™ืจ ืงืขื ืขืŸ ืงืœืืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ. ืขืก ื•ื•ืขื˜ ืฉื˜ืขื ื“ื™ืง ื–ื™ื™ืŸ 2 ืกืœื™ื™ื“ื– ืžื™ื˜ ื’ืจืึทืคืก. ื“ืขืจ ืขืจืฉื˜ืขืจ ืจื•ืง ืื™ื– ื•ื•ืึธืก ื›ืึทืคึผืึทื ื– ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ ืื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ.

ืื•ืŸ ืื™ืŸ ื“ืขื ืกื™ื˜ื•ืึทืฆื™ืข, ืžื™ืจ ื–ืขืŸ ืึทื– ืžื™ืจ ื˜ืึทืงืข ื”ืึธื‘ืŸ ืึท ืงืœื™ื™ืŸ ืฆื™ื™ื›ืŸ. ื“ืขืจ ืื™ื ื“ืขืงืก ืื™ื– ืงืœื™ื™ืŸ ื‘ื™ื™ 2 ืžื‘. ื“ืึธืก ืื™ื– ื“ืขืจ ืขืจืฉื˜ืขืจ ื’ืจืึทืคื™ืง ืื•ื™ืฃ ื“ื™ ืœื™ื ืงืก.

ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ ืื™ื– ืื•ื™ืš ืกื˜ืึทื‘ื™ืœ ืื•ืŸ ืงื•ืจืฅ. ื“ืึธืก ืื™ื– ื“ื™ ืฉืคึผื™ืฅ ืจืขื›ื˜ ื’ืจืึทืคื™ืง.

ื“ื™ ื“ื ืึธ ืœื™ื ืงืก ื’ืจืึทืคื™ืง ื•ื•ื™ื™ื–ื˜ ื“ื™ ืœืึธื ื’ืขืกื˜ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–. ืžื™ืจ ื–ืขืŸ ืึทื– ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื’ืึทื ืฅ ื’ืขืฉื•ื•ื™ื ื“. ืื•ืŸ ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ื˜ื•ื˜ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ ื“ืึธ ื ืึธืš, ื•ื•ื™ื™ึทืœ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืึธื ื”ื™ื™ื‘ ืคึผืจื•ื‘ื™ืจืŸ. ืขืก ื•ื•ืขื˜ ืคืึธืจื–ืขืฆืŸ ืฆื• ืึทืจื‘ืขื˜ืŸ ืื•ืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื ื•ืฆื™ืง ืคึฟืึทืจ ืื•ื ื“ื–.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื“ื™ ืจื’ืข ืจื•ืง ื•ื•ืขื˜ ืฉื˜ืขื ื“ื™ืง ื–ื™ื™ืŸ ื“ืขื“ืึทืงื™ื™ื˜ืึทื“ ืฆื• ื“ื™ ื˜ืขืœืขืจ ื•ื•ืึธืก ืื™ื– ื˜ืขืกื˜ืขื“. ืื™ืŸ ื“ืขื ืกื™ื˜ื•ืึทืฆื™ืข, ืžื™ืจ ืงืขืกื™ื™ื“ืขืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ื™ ืงืœื™ืขื ื˜ ืก ื—ืฉื‘ื•ืŸ ื‘ืึทืœืึทื ืกืขืก. ืื•ืŸ ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ืึท ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืึธืคึผืขืจืึทืฆื™ืข ืื™ื– ื’ืึทื ืฅ ื’ื•ื˜, ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ ืึท ืžื™ืœื™ืกืขืงื•ื ื“ืข. ืžื™ืจ ื–ืขืŸ ืึทื– ืคึผืจืึทืกืขืกืขืจ ืจืขืกื•ืจืกืŸ (ื“ืึธืก ืื™ื– ื“ืขืจ ืื•ื™ื‘ืขืจืฉื˜ืขืจ ืจืขื›ื˜ ื’ืจืึทืคื™ืง) ื–ืขื ืขืŸ ืื•ื™ืš ืงืึทื ืกื•ืžื“ ื™ื•ื•ืึทื ืœื™ ืื•ืŸ ื’ืึทื ืฅ ืงืœื™ื™ืŸ.

ื“ืขืจ ื ื™ื“ืขืจื™ืงืขืจ ืจืขื›ื˜ ื’ืจืึทืคื™ืง ื•ื•ื™ื™ื–ื˜ ื•ื•ื™ ืคื™ืœ ืึทืคึผืขืจื™ื™ื˜ื™ื ื’ ืื•ืŸ ื“ื™ืกืง ื–ื›ึผืจื•ืŸ ืžื™ืจ ื’ื™ื™ืŸ ื“ื•ืจืš ืื™ืŸ ื–ื•ื›ืŸ ืคื•ืŸ ืื•ื ื“ื–ืขืจ ื’ืขื•ื•ืืœื˜ ืฉื•ืจื” ืื™ื™ื“ืขืจ ืึทืคึผื“ื™ื™ื˜ื™ื ื’ ืขืก. ืื•ืŸ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืœื•ื™ื˜ ื“ื™ ืฆื™ื™ื›ืŸ ืื™ื– 2 ืคึผืขืจ ืกืขืงื•ื ื“ืข, ื•ื•ื™ ืื™ืš ื’ืขื–ืื’ื˜ ืื™ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ืื™ืฆื˜ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื˜ืจืึทื’ืขื“ื™ืข. ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื” ืขืก ืื™ื– ืึท ืœืึทื ื’ ืคืืจื’ืขืกืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ. ื“ื™ ืกื™ื‘ื•ืช ื–ืขื ืขืŸ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืึทืœืข ื‘ืึทื ืึทืœ:

  • ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืžืขืจืกื˜ ืคึผืจืึธืกื˜ ืื™ื– ืึทื– ืžื™ืจ ืกื˜ืึทืจื˜ืขื“ ืึทืงืกืขืก ืึท ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื“ื™ื ืกื˜ ืื™ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื“. ืื•ืŸ ื“ืขื ื“ื™ื ืกื˜ ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื˜ืคึฟืขืจืŸ ืื•ื ื“ื–. ื“ืึธืก ืื™ื–, ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขืขืคื ื˜ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื’ืขืžืื›ื˜ ืึท ืขื ื“ืขืจื•ื ื’ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ื’ืขื’ืื ื’ืขืŸ ืคื•ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืฆื• ืœื™ื™ืขื ืขืŸ ืคึผืึธืกื˜ ืึธื“ืขืจ ืฆื• ืืŸ ืื ื“ืขืจ ื“ื™ื ืกื˜ ืื™ืŸ ืื•ื ื“ื–ืขืจ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ, ืื•ืŸ ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื” ืขืก ืื™ื– ื ื™ืฉื˜ ืจื™ืกืคึผืึทื ื“ ืฆื• ืื•ื ื“ื–. ืื•ืŸ ืื•ื ื“ื–ืขืจ ืกืขืกื™ืข ืื™ื– ืกื˜ืึทืง ืื™ืŸ ืึท ืฉื˜ืึทื˜ ื•ื•ื• ืขืก ืื™ื– ืื•ืžื‘ืึทืงืึทื ื˜ ื•ื•ืขืŸ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืจื™ื–ืึทืœื•ื•ื“.
  • ื“ื™ ืจื’ืข ืกื™ื˜ื•ืึทืฆื™ืข ืื™ื– ื•ื•ืขืŸ ืึท ื•ื™ืกื ืขื ืื™ื– ืคืืจื’ืขืงื•ืžืขืŸ ืื™ืŸ ืื•ื ื“ื–ืขืจ ืงืึธื“ ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื”. ืื•ืŸ ืื™ืŸ ื“ื™ ื•ื™ืกื ืขื ืžื™ืจ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ืคึผืจืึทืกืขืกื˜ ื“ื™ ืงืœืึธื•ื–ื™ื ื’ ืคื•ืŸ ื“ื™ ืžืึทืกืข - ืžืึทื˜ืŸ. ืื•ืŸ ืžื™ืจ ืขื ื“ื™ืงื˜ ื–ื™ืš ืžื™ื˜ ืึท ื›ืึทื ื’ื’ื™ื ื’ ืกืขืกื™ืข ืžื™ื˜ ืึท ืขืคืขื ืขืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ.
  • ืื•ืŸ ื“ื™ ืœืขืฆื˜ืข ืื™ื– ืื•ื™ืš ืึท ื’ืึทื ืฅ ืคึผืจืึธืกื˜ ืคืึทืœ. ื“ืึธืก ืื™ื– ื ื™ื“ืขืจื™ืง ืงื•ื•ืึทืœื™ื˜ืขื˜ ืงืึธื“. ืขื˜ืœืขื›ืข ืคืจืึทืžืขื•ื•ืึธืจืงืก ืขืคืขื ืขืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ. ืขืก ื›ืึทื ื’ื–, ืื•ืŸ ืื™ืจ ืงืขืŸ ื ื™ืฉื˜ ื•ื•ื™ืกืŸ ืื™ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืึทื– ืื™ืจ ื”ืึธื˜ ืขืก ื›ืึทื ื’ื’ื™ื ื’.

ืฐื•ึผื”ื™ืŸ ืคึฟื™ืจืŸ ืึทื–ืขืœื›ืข ื–ืึทื›ืŸ?

ืฆื• ื“ื™ ืคื•ื ื˜ ืึทื– ืื•ื ื“ื–ืขืจ ื˜ื™ืฉืŸ ืื•ืŸ ื™ื ื“ืขืงืกื™ื– ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ื˜ื™ื™ึทืขืจ ื“ืจืึทืžืึทื˜ื™ืงืœื™. ื“ืึธืก ืื™ื– ืคึผื•ื ืงื˜ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื‘ืœืึธื•ื˜ื™ื ื’ ื•ื•ื™ืจืงื•ื ื’. ืคึฟืึทืจ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก, ื“ืึธืก ื•ื•ืขื˜ ืžื™ื™ื ืขืŸ ืึทื– ื“ื™ ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื•ื•ืขื˜ ืคืึทืจื’ืจืขืกืขืจืŸ ื–ื™ื™ืขืจ ืฉืืจืฃ ืื•ืŸ ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืกืขืจื•ื•ืขืจ ื•ื•ืขื˜ ืคืึทืจื’ืจืขืกืขืจืŸ. ืื•ืŸ ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืื•ื ื“ื–ืขืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื•ื•ืขื˜ ืœื™ื™ึทื“ืŸ. ื•ื•ื™ื™ึทืœ ืื•ื™ื‘ ืื™ืจ ืคืืจื‘ืจืื›ื˜ 10 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื™ืŸ ื“ื™ื™ืŸ ืงืึธื“ ืื•ื™ืฃ ืึท ื‘ืงืฉื” ืฆื• ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก, 10 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื•ื™ืฃ ื“ื™ื™ืŸ ืœืึธื’ื™ืง, ื“ื™ื™ืŸ ืคึฟื•ื ืงืฆื™ืข ื’ืขื ื•ืžืขืŸ 20 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืฆื• ืคืึทืจืขื ื“ื™ืงืŸ. ืื•ืŸ ืื™ืฆื˜ ื•ื•ืขื˜ ื“ื™ื™ืŸ ืกื™ื˜ื•ืึทืฆื™ืข ื–ื™ื™ืŸ ื’ืึธืจ ื˜ืจื•ื™ืขืจื™ืง.

ืื•ืŸ ืœืึธืžื™ืจ ื–ืขืŸ ื•ื•ืึธืก ื›ืึทืคึผืึทื ื–. ื“ื™ ื“ื ืึธ ืœื™ื ืงืก ื’ืจืึทืคื™ืง ื•ื•ื™ื™ื–ื˜ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืœืึทื ื’ ืœืึทื ื’ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ. ืื•ืŸ ืื•ื™ื‘ ืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ื“ื™ ืื•ื™ื‘ืขืจืฉื˜ืขืจ ืœื™ื ืงืก ื’ืจืึทืคื™ืง, ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ืื•ื ื“ื–ืขืจ ื˜ื™ืฉ ืื™ื– ืคึผืœื•ืฆืœื™ื ื’ ืฉืคึผืจื™ื ื’ืขืŸ ืคื•ืŸ ืฆื•ื•ื™ื™ ืžืขื’ืื‘ื™ื™ื˜ ืฆื• 300 ืžืขื’ืื‘ื™ื™ื˜. ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื“ื™ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ ืื™ื– ื ื™ืฉื˜ ืคืืจืขื ื“ืขืจื˜, ื“"ื” ืขืก ืื™ื– ืึท ื’ืึทื ืฅ ื’ืจื•ื™ืก ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ืžื™ืกื˜.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื“ื™ ืึทืœื’ืขืžื™ื™ื ืข ืกื™ื˜ื•ืึทืฆื™ืข ื•ื•ืขื’ืŸ ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืกืขืจื•ื•ืขืจ ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืื™ื– ืื•ื™ืš ื’ืขื‘ื™ื˜ืŸ ืžื™ื˜ ืขื˜ืœืขื›ืข ืึธืจื“ืขืจืก ืคื•ืŸ ืžืึทื’ื ืึทื˜ื•ื“. ืึทื– ืื™ื–, ืึทืœืข ืจื™ืงื•ื•ืขืก ืื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ืคืึทืœืŸ ื’ืึธืจ. ืื•ืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื™ื ืขืจืœืขืš Postgres ืคึผืจืึทืกืขืกืึทื– ื–ืขื ืขืŸ ืœืึธื ื˜ืฉื˜ ืื™ืŸ ื“ื™ ืคืึธืจืขื ืคื•ืŸ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื, ื•ื•ืึธืก ื–ืขื ืขืŸ ื˜ืจื™ื™ื ื’ ืฆื• ื˜ืึธืŸ ืขืคึผืขืก ืื•ืŸ ืงืึทื ืกื•ืžื™ื ื’ ืจืขืกื•ืจืกืŸ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื•ื•ืืก ื’ื™ื™ื˜ ืคืืจ ืžื™ื˜ ืื•ื ื–ืขืจ ืกื™ืžืŸ? ื“ื™ ื–ืขืœื‘ืข. ืื•ื ื“ื–ืขืจ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืœื•ื™ื˜ ื“ื™ ืฆื™ื™ื›ืŸ ื”ืื˜ ื“ื–ืฉืึทืžืคึผื˜ ืึทืจื•ื™ืฃ ืขื˜ืœืขื›ืข ืึธืจื“ืขืจืก ืคื•ืŸ ืžืึทื’ื ืึทื˜ื•ื“. ืกืคึผืขืฆื™ืขืœ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืงืึทื ืกื•ืžื“ ืจืขืกื•ืจืกืŸ, ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ืคึผืจืึทืกืขืกืขืจ ืื™ื– ืฉื˜ืืจืง ื’ืขื•ื•ืืงืกืŸ. ื“ืึธืก ืื™ื– ื“ื™ ืฉืคึผื™ืฅ ืจืขื›ื˜ ื’ืจืึทืคื™ืง. ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืืงืกืŸ ื•ื•ื™ื™ึทืœ ื“ืขืจ ืคึผืจืึทืกืขืกืขืจ ื”ืื˜ ืฆื• ืกืึธืจื˜ ื“ื•ืจืš ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ืึทืจื•ื™ืกื’ืขื•ื•ืึธืจืคืŸ ืฉื•ืจื•ืช ืื™ืŸ ื–ื•ื›ืŸ ืคื•ืŸ ื“ื™ ื ื•ื™ื˜ื™ืง. ื“ืึธืก ืื™ื– ื“ื™ ื“ื ืึธ ืจืขื›ื˜ ื’ืจืึทืคื™ืง. ืื•ืŸ ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืื•ื ื“ื–ืขืจ ื ื•ืžืขืจ ืคื•ืŸ ืงืึทืœืœืก ืคึผืขืจ ืกืขืงื•ื ื“ืข ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ืคืึทืœืŸ ื–ื™ื™ืขืจ ื‘ืื˜ื™ื™ื˜ื™ืง, ื•ื•ื™ื™ึทืœ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื”ืื˜ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืฆื™ื™ึทื˜ ืฆื• ืคึผืจืึธืฆืขืก ื“ื™ ื–ืขืœื‘ืข ื ื•ืžืขืจ ืคื•ืŸ ืจื™ืงื•ื•ืขืก.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฆื• ืœืขื‘ืŸ. ืžื™ืจ ื’ื™ื™ืŸ ืึธื ืœื™ื™ืŸ ืื•ืŸ ื’ืขืคื™ื ืขืŸ ืื•ื™ืก ืึทื– ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคื™ืจืŸ ืฆื• ืคึผืจืึธื‘ืœืขืžืก. ืžื™ืจ ื’ืขืคึฟื™ื ืขืŸ ืื•ืŸ ื˜ื™ื™ื˜ืŸ ื“ืขื ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ. ืื•ืŸ ืึทืœืฅ ืื™ื– ืฉื™ื™ืŸ ื ืึธืจืžืึทืœ ืคึฟืึทืจ ืื•ื ื“ื–. ืึทืœืฅ ืึทืจื‘ืขื˜ ื•ื•ื™ ืขืก ื–ืึธืœ.

ืžื™ ืจ ื”ืื‘ ืŸ ื–ื™ ืš ื‘ืืจื•ืื™ืงื˜ , ืื‘ืข ืจ ื ื ืš ื ืฐืฒืœ ืข ื”ืื‘ ืŸ ืžื™ ืจ ืื ื’ืขื”ื•ื™ื‘ ืŸ ื‘ืืžืขืจืงืŸ , ื ื– ื“ ื™ ืืคืœื™ืงืืฆื™ืข ื ืืจื‘ืขื˜ ืŸ ื ื™ืฉ ื˜ ื“ ื™ ื–ืขืœื‘ื™ืง ืข ืฐืขื’ ืŸ ืฐ ื™ ืคืจื™ืขืจ . ืจื™ืงื•ื•ืขืก ื–ืขื ืขืŸ ื ืึธืš ืคึผืจืึทืกืขืกื˜ ืกืœืึธื•ืขืจ, ืื•ืŸ ื‘ืื˜ื™ื™ื˜ื™ืง ืกืœืึธื•ืขืจ. ืื™ื™ืŸ ืื•ืŸ ืึท ื”ืึทืœื‘ ืฆื• ืฆื•ื•ื™ื™ ืžืึธืœ ืกืœืึธื•ืขืจ ืกืคึผืึทืกื™ืคื™ืงืœื™ ืื™ืŸ ืžื™ื™ืŸ ื‘ื™ื™ึทืฉืคึผื™ืœ. ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ ืื™ื– ืื•ื™ืš ื”ืขื›ืขืจ ื•ื•ื™ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ื™ื“ืขืจ ื“ื™ ืฆื•ืคืึทืœ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ื“ื™ ืงืฉื™ื: "ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ ืžื™ื˜ ื“ื™ ื‘ืึทื–ืข ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜?" ืื•ืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืกื™ื˜ื•ืึทืฆื™ืข ืึทืงืขืจื– ืžื™ื˜ ื“ื™ ื‘ืึทื–ืข. ืื•ื™ืฃ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื˜ืฉืึทืจื˜ ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ืึทื– ืขืก ืื™ื– ืกื˜ืึทืคึผื˜ ืื•ืŸ ืขืก ื–ืขื ืขืŸ ื˜ืึทืงืข ืงื™ื™ืŸ ืœืึทื ื’-ื˜ืขืจืžื™ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–. ืื‘ืขืจ ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ื“ืขื ืฆื™ื™ื›ืŸ ืคืึทื˜ืึทืœ ื’ืขื•ื•ืืงืกืŸ ื‘ืขืฉืึทืก ื“ืขื ืฆื•ืคืึทืœ. ืื•ืŸ ื–ื™ื ื˜ ื“ืขืžืึธืœื˜ ื–ื™ื™ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ื“ื™ืงืจื™ืกื˜. ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืฆื™ื™ื˜ ืื•ื™ืฃ ื“ืขืจ ื‘ืึทื–ืข ื”ืื˜ ืกื˜ื™ื™ื‘ืึทืœื™ื™ื–ื“. ืื•ืŸ ื“ื™ ืขื ื˜ืคึฟืขืจืก ื•ื™ืกืงื•ืžืขืŸ ืฆื• ืงื•ืžืขืŸ ืึทื“ืึทืงื•ื•ืึทื˜ืœื™ ืžื™ื˜ ืึท ื’ื™ื›ืงื™ื™ึทื˜ ื•ื•ืึธืก ืื™ื– ืคึผืึทืกื™ืง ืคึฟืึทืจ ืื•ื ื“ื–. ื“ืขืจ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืื™ื– ื’ืขื•ื•ืืจืŸ ืžืขืจ ืึทืงื˜ื™ื•ื• ืื•ืŸ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื˜ืึธืŸ ืขืคึผืขืก ืžื™ื˜ ื“ืขื ืฆื™ื™ื›ืŸ, ื•ื•ื™ื™ึทืœ ืขืก ื“ืึทืจืฃ ืฆื• ื–ื™ืคึผืŸ ืžืขืจ ื“ืึทื˜ืŸ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืกืคึผืึทืกื™ืคื™ืงืœื™, ืœื•ื™ื˜ ืฆื• ื“ื™ ืคึผืจืึธื‘ืข ื˜ืขืœืขืจ ืžื™ื˜ ืึทืงืึทื•ื ืฅ, ื•ื•ื• ืžื™ืจ ื˜ื•ื™ืฉืŸ ื‘ืึทืœืึทื ืกืขืก: ื“ื™ ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ืึท ื‘ืงืฉื” ืžื™ื™ื ื˜ ืฆื• ื”ืึธื‘ืŸ ืื•ืžื’ืขืงืขืจื˜ ืฆื• ื ืึธืจืžืึทืœ. ืื‘ืขืจ ืื™ืŸ ืคืึทืงื˜ ืขืก ืื™ื– ืื™ื™ืŸ ืื•ืŸ ืึท ื”ืึทืœื‘ ืžืืœ ื”ืขื›ืขืจ.

ืื•ืŸ ืคื•ืŸ ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ืคึผืจืึทืกืขืกืขืจ, ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ืคึผืจืึทืกืขืกืขืจ ื”ืื˜ ื ื™ืฉื˜ ืื•ืžื’ืขืงืขืจื˜ ืฆื• ื“ื™ ืคืืจืœืื ื’ื˜ ื•ื•ืขืจื˜ ืื™ื™ื“ืขืจ ื“ื™ ืงืจืึทืš. ืื•ืŸ ื“ื™ ืกื™ื‘ื•ืช ื“ืึธืจื˜ ืœื™ื’ืŸ ื“ื•ื•ืงื ืื™ืŸ ื“ื™ ื ื™ื“ืขืจื™ืงืขืจ ืจืขื›ื˜ ื’ืจืึทืคื™ืง. ืžืขืŸ ืงืขืŸ ื–ืขืŸ ืื– ื“ืืจื˜ ื•ื•ืขืจื˜ ื’ืขื–ื•ื›ื˜ ื ื’ืขื•ื•ื™ืกืข ื–ื›ืจื•ืŸ. ืึทื– ืื™ื–, ืฆื• ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืคืืจืœืื ื’ื˜ ืฉื•ืจื”, ืžื™ืจ ื•ื•ื™ืกื˜ ื“ื™ ืจืขืกื•ืจืกืŸ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืกืขืจื•ื•ืขืจ ื‘ืฉืขืช ืกืึธืจื˜ื™ื ื’ ืึทืจื•ื™ืกื’ืขื•ื•ืึธืจืคืŸ ื“ืึทื˜ืŸ. ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคึผืขืจ ืกืขืงื•ื ื“ืข ื”ืื˜ ืกื˜ื™ื™ื‘ืึทืœื™ื™ื–ื“.

ืงื•ื™ืœืขืœื“ื™ืง ื’ื•ื˜, ืึธื‘ืขืจ ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ืื™ื– ืขืจื’ืขืจ ื•ื•ื™ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ. ืงืœืึธืจ ื“ืึทื˜ืึทื‘ื™ื™ืก ื“ืขืจื ื™ื“ืขืจื™ืงื•ื ื’ ื•ื•ื™ ืึท ืงืึทื ืกืึทืงื•ื•ืึทื ืก ืคื•ืŸ ืื•ื ื“ื–ืขืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื•ื•ืึธืก ืึทืจื‘ืขื˜ ืžื™ื˜ ื“ืขื ื“ืึทื˜ืึทื‘ื™ื™ืก.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ ื“ืึธืจื˜, ืื•ื™ื‘ ืื™ืจ ื’ืขื•ื•ืขืŸ ื ื™ื˜ ืื™ืŸ ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ื‘ืึทืจื™ื›ื˜, ืื™ืฆื˜ ืœืึธื–ืŸ ืื•ื ื“ื– ื‘ืึทืงื•ืžืขืŸ ืึท ื‘ื™ืกืœ ื˜ืขืึธืจื™ืข. ื˜ืขืึธืจื™ืข ื•ื•ืขื’ืŸ ื“ืขื ืื™ื ืขืจืœืขื›ืขืจ ืคึผืจืึธืฆืขืก. ืคืืจื•ื•ืืก ืึท ืžืึทืฉื™ืŸ ื•ื•ืึทืงื•ื•ื ืื•ืŸ ื•ื•ืึธืก ื˜ื•ื˜ ืขืก?

ืžืžืฉ ื‘ืขืงื™ืฆืขืจ ืคืืจ ืคืืจืฉื˜ืื ื“. ืื™ืŸ ืขื˜ืœืขื›ืข ืคื•ื ื˜ ืื™ืŸ ืฆื™ื™ื˜ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื˜ื™ืฉ. ืžื™ืจ ื”ืึธื‘ืŸ ืจืึธื•ื– ืื™ืŸ ื“ื™ ื˜ื™ืฉ. ื“ื™ ืฉื•ืจื•ืช ืงืขื ืขืŸ ื–ื™ื™ืŸ ืึทืงื˜ื™ื•ื•, ืœืขื‘ืขื“ื™ืง ืื•ืŸ ื•ื•ืึธืก ืžื™ืจ ื“ืึทืจืคึฟืŸ ืื™ืฆื˜. ื–ื™ื™ ื–ืขื ืขืŸ ืื ื’ืขืฆื™ื™ื›ื ื˜ ืื™ืŸ ื’ืจื™ืŸ ืื™ืŸ ื“ื™ ื‘ื™ืœื“. ืื•ืŸ ืขืก ื–ืขื ืขืŸ ื˜ื•ื™ื˜ ืฉื•ืจื•ืช ื•ื•ืึธืก ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืื•ื™ืกื’ืขืืจื‘ืขื˜, ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜, ืื•ืŸ ื ื™ื™ึทืข ืื™ื™ื ืกืŸ ื”ืึธื‘ืŸ ืืจื•ื™ืก ืื•ื™ืฃ ื–ื™ื™. ืื•ืŸ ื–ื™ื™ ื–ืขื ืขืŸ ืื ื’ืขืฆื™ื™ื›ื ื˜ ืึทื– ื–ื™ื™ ื–ืขื ืขืŸ ื ื™ื˜ ืžืขืจ ื˜ืฉื™ืงืึทื•ื•ืข ืฆื• ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก. ืึธื‘ืขืจ ื–ื™ื™ ื–ืขื ืขืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ ืจืขื›ื˜ ืฆื• ืึท Postgres ืฉื˜ืจื™ืš.

ืคืืจื•ื•ืืก ื˜ืึธืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืึท ื•ื•ืึทืงื•ื•ื ื•ื•ืึทืงื•ื•ื? Autovacuum ืื™ืŸ ืขื˜ืœืขื›ืข ืคื•ื ื˜ ืงื•ืžื˜, ืึทืงืกืขืก ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ืคืจืขื’ื˜ ืขืก: "ื‘ื™ื˜ืข ื’ืขื‘ืŸ ืžื™ืจ ื“ื™ ืฉื™ื™ึทืŸ ืคื•ืŸ ื“ื™ ืึธื•ืœื“ืึทืกื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืึธืก ืื™ื– ืื™ืฆื˜ ืึธืคึฟืŸ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก." ื“ื™ ื“ืึทื˜ืึทื‘ืึทืกืข ืงืขืจื˜ ื“ืขื ืฉื™ื™ึทืŸ. ืื•ืŸ ื“ืขืจ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื, ืจื™ืœื™ื™ื™ื ื’ ืื•ื™ืฃ ืื™ื, ืกืึธืจืฅ ื“ื•ืจืš ื“ื™ ืฉื•ืจื•ืช ืื™ืŸ ื“ื™ ื˜ื™ืฉ. ืื•ืŸ ืื•ื™ื‘ ืขืจ ื–ืขื˜ ืึทื– ืขื˜ืœืขื›ืข ืฉื•ืจื•ืช ื–ืขื ืขืŸ ื’ืขื‘ื™ื˜ืŸ ื“ื•ืจืš ืคื™ืœ ืขืœื˜ืขืจืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ื“ืขืžืึธืœื˜ ืขืจ ื”ืื˜ ื“ื™ ืจืขื›ื˜ ืฆื• ืฆื™ื™ื›ืŸ ื–ื™ื™ ื•ื•ื™ ืฉื•ืจื•ืช ื•ื•ืึธืก ืžื™ืจ ืงืขื ืขืŸ ื•ื•ื™ื“ืขืจ ื ื•ืฆืŸ ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ื“ื•ืจืš ืฉืจื™ื™ื‘ืŸ ื ื™ื™ึทืข ื“ืึทื˜ืŸ ื“ืึธืจื˜. ื“ืึธืก ืื™ื– ืึท ื”ื™ื ื˜ืขืจื’ืจื•ื ื˜ ืคึผืจืึธืฆืขืก.

ืื™ืŸ ื“ืขื ืฆื™ื™ื˜, ืžื™ืจ ืคืึธืจื–ืขืฆืŸ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ืคืึธืจื–ืขืฆืŸ ืฆื• ืžืึทื›ืŸ ืขื˜ืœืขื›ืข ืขื ื“ืขืจื•ื ื’ืขืŸ ืฆื• ื“ื™ ื˜ื™ืฉ. ืื•ืŸ ืื•ื™ืฃ ื“ื™ ืฉื•ืจื•ืช, ื•ื•ืึธืก ืžื™ืจ ืงืขื ืขืŸ ืจื™ื™ื•ื–, ืžื™ืจ ืฉืจื™ื™ึทื‘ืŸ ื ื™ื™ึทืข ื“ืึทื˜ืŸ. ืื•ืŸ ืื–ื•ื™ ืงืจื™ื’ืŸ ืžื™ืจ ื ืžื—ื–ื•ืจ, ื“ืืก ื”ื™ื™ืกื˜ ื“ื™ ื’ืื ืฆืข ืฆื™ื™ื˜ ื“ืขืจืฉื™ื™ื ืขืŸ ื“ืืจื˜ ืขื˜ืœื™ื›ืข ื˜ื•ื™ื˜ืข ืืœื˜ืข ืฉื•ืจื•ืช, ืื ืฉื˜ืื˜ ื–ื™ื™ ืฉืจื™ื™ื‘ืŸ ืžื™ืจ ื ื™ื™ืข ืฉื•ืจื•ืช ื•ื•ืืก ืžื™ืจ ื“ืืจืคืŸ. ืื•ืŸ ื“ืึธืก ืื™ื– ืึท ื ืึธืจืžืึทืœ ืฉื˜ืึทื˜ ืคึฟืึทืจ PostgreSQL ืฆื• ืึทืจื‘ืขื˜ืŸ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืŸ ื‘ืขืฉืึทืก ื“ืขื ืฆื•ืคืึทืœ? ื•ื•ื™ ืื™ื– ื“ืขืจ ืคึผืจืึธืฆืขืก ื’ืขืฉืขืŸ ื“ืึธืจื˜?

ืžื™ ืจ ื”ืื‘ ืŸ ื’ืขื”ื ื˜ ื ืฆืฒื› ืŸ ืื™ ืŸ ืขื˜ืœืขื› ืข ืฆื•ืฉื˜ืื ื“ , ื˜ืฒ ืœ ืœืขื‘ืขื“ื™ื’ , ืขื˜ืœืขื› ืข ื˜ื•ื™ื˜ ืข ืฉื•ืจื•ืช . ื“ืขืจ ืžืึทืฉื™ืŸ ื•ื•ืึทืงื•ื•ื ืื™ื– ืื ื’ืขืงื•ืžืขืŸ. ืขืจ ื”ืึธื˜ ื’ืขืคืจืขื’ื˜ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื•ื•ืึธืก ืื•ื ื“ื–ืขืจ ืึธื•ืœื“ืึทืกื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ืื•ืŸ ื•ื•ืึธืก ื–ื™ื™ึทืŸ ืฉื™ื™ึทืŸ ืื™ื–. ืื™ืš ื‘ืืงื•ืžืขืŸ ื“ืขื ืฉื™ื™ึทืŸ, ื•ื•ืึธืก ืงืขืŸ ื–ื™ื™ืŸ ืคื™ืœืข ืฉืขื” ืฆื•ืจื™ืง, ืืคึฟืฉืจ ืฆืขืŸ ืžื™ื ื•ื˜ ืฆื•ืจื™ืง. ืขืก ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ื•ื•ื™ ืฉื•ื•ืขืจ ื“ื™ ืžืึทืกืข ืื™ืจ ื”ืึธื‘ืŸ ืื•ื™ืฃ ื“ื™ื™ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืก. ืื•ืŸ ืขืจ ืื™ื– ื’ืขื’ืื ื’ืขืŸ ื–ื•ื›ืŸ ืฉื•ืจื•ืช ื•ื•ืึธืก ืขืจ ืงืขืŸ ืฆื™ื™ื›ืŸ ื•ื•ื™ ืจื™ื•ื–ื“. ืื•ืŸ ืื™ืš ื”ืึธื‘ ื ื™ื˜ ื’ืขืคึฟื•ื ืขืŸ ืึทื–ืึท ืฉื•ืจื•ืช ืื™ืŸ ืื•ื ื“ื–ืขืจ ื˜ื™ืฉ.

ืื‘ืขืจ ืื™ืŸ ื“ืขื ืฆื™ื™ึทื˜ ืžื™ืจ ืคืึธืจื–ืขืฆืŸ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ื™ ื˜ื™ืฉ. ืžื™ืจ ื˜ืึธืŸ ืขืคึผืขืก ืื™ืŸ ืขืก, ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืขืก, ื˜ื•ื™ืฉืŸ ื“ื™ ื“ืึทื˜ืŸ. ื•ื•ืึธืก ื–ืึธืœ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื˜ืึธืŸ ืื™ืŸ ื“ืขื ืฆื™ื™ื˜? ื–ื™ ื”ืื˜ ืงื™ื™ืŸ ื‘ืจื™ืจื” ืึธื‘ืขืจ ืฆื• ืœื™ื™ื’ืŸ ื ื™ื™ึทืข ืฉื•ืจื•ืช ืฆื• ื“ื™ ืกื•ืฃ ืคื•ืŸ ื“ื™ ื™ื’ื–ื™ืกื˜ื™ื ื’ ื˜ื™ืฉ. ืื•ืŸ ืึทื–ื•ื™ ืื•ื ื“ื–ืขืจ ื˜ื™ืฉ ื’ืจื™ื™ืก ื”ื™ื™ื‘ื˜ ืฆื• ื˜ื™ื™ึทืขืจ.

ืื™ืŸ ืคืึทืงื˜, ืžื™ืจ ื“ืึทืจืคึฟืŸ ื’ืจื™ืŸ ืฉื•ืจื•ืช ืฆื• ืึทืจื‘ืขื˜ืŸ. ืื‘ืขืจ ื‘ื™ื™ ืื–ื ืคืจืื‘ืœืขื ืงื•ืžื˜ ืื•ื™ืก ืื– ื“ืขืจ ืคืจืืฆืขื ื˜ ื’ืจื™ืŸ ืœื™ื ื™ืขืก ืื™ื– ื’ืืจ ื ื™ื“ืจื™ื’ ืื™ื‘ืขืจ'ืŸ ื’ืื ืฆืŸ ื˜ื™ืฉ.

ืื•ืŸ ื•ื•ืขืŸ ืžื™ืจ ื•ื™ืกืคื™ืจืŸ ืึท ืึธื ืคึฟืจืขื’, ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืžื•ื–ืŸ ื’ื™ื™ืŸ ื“ื•ืจืš ืึทืœืข ื“ื™ ืฉื•ืจื•ืช: ื‘ื™ื™ื“ืข ืจื•ื™ื˜ ืื•ืŸ ื’ืจื™ืŸ, ืฆื• ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ื’ืขื‘ืขื˜ืŸ ืฉื•ืจื”. ืื•ืŸ ื“ื™ ื•ื•ื™ืจืงื•ื ื’ ืคื•ืŸ ื‘ืœืึธื•ื˜ื™ื ื’ ืึท ื˜ื™ืฉ ืžื™ื˜ ืึทืจื•ื™ืกื’ืขื•ื•ืึธืจืคืŸ ื“ืึทื˜ืŸ ืื™ื– ื’ืขืจื•ืคึฟืŸ "ื‘ืœืึธื•ื˜", ื•ื•ืึธืก ืื•ื™ืš ืขืกื˜ ืื•ื ื“ื–ืขืจ ื“ื™ืกืง ืคึผืœืึทืฅ. ื’ืขื“ืขื ืงื˜, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ 2 MB, ืขืก ืื™ื– ื’ืขื•ื•ืืจืŸ 300 MB? ืื™ืฆื˜ ื˜ื•ื™ืฉืŸ ืžืขื’ืื‘ื™ื™ื˜ ืฆื• ื’ื™ื’ืื‘ื™ื™ื˜ ืื•ืŸ ืื™ืจ ื•ื•ืขื˜ ื’ืขืฉื•ื•ื™ื ื“ ืคืึทืจืœื™ืจืŸ ืึทืœืข ื“ื™ื™ืŸ ื“ื™ืกืง ืจืขืกื•ืจืกืŸ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื•ื•ืึธืก ืงืึทื ืกืึทืงื•ื•ืขื ืกืึทื– ืงืขืŸ ื–ื™ื™ืŸ ืคึฟืึทืจ ืื•ื ื“ื–?

  • ืื™ืŸ ืžื™ื™ืŸ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื“ื™ ื˜ื™ืฉ ืื•ืŸ ืื™ื ื“ืขืงืก ื’ืขื•ื•ืืงืกืŸ 150 ืžืืœ. ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ืื•ื ื“ื–ืขืจ ืงืœื™ื™ืึทื ืฅ ื”ืึธื‘ืŸ ื’ืขื”ืื˜ ืžืขืจ ืคืึทื˜ืึทืœ ืงืึทืกืขืก ื•ื•ืขืŸ ื–ื™ื™ ืคืฉื•ื˜ ืกื˜ืึทืจื˜ืขื“ ืคืœื™ืกื ื“ื™ืง ืื•ื™ืก ืคื•ืŸ ื“ื™ืกืง ืคึผืœืึทืฅ.
  • ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ื“ื™ ื˜ื™ืฉืŸ ื–ื™ืš ื•ื•ืขื˜ ืงื™ื™ื ืžืึธืœ ืคืึทืจืžื™ื ืขืจืŸ. ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืื™ืŸ ืขื˜ืœืขื›ืข ืงืึทืกืขืก ืงืขื ืขืŸ ืฉื ื™ื™ึทื“ืŸ ืึทื•ื•ืขืง ื“ื™ ืขืง ืคื•ืŸ ื“ื™ ื˜ื™ืฉ ืื•ื™ื‘ ืขืก ื–ืขื ืขืŸ ื‘ืœื•ื™ื– ื˜ื•ื™ื˜ ืฉื•ืจื•ืช. ืื‘ืขืจ ื–ื™ื ื˜ ืขืก ืื™ื– ืงืขืกื™ื™ื“ืขืจื“ื™ืง ืจืึธื•ื˜ื™ื™ืฉืึทืŸ, ืื™ื™ืŸ ื’ืจื™ืŸ ืฉื•ืจื” ืงืขืŸ ืคืจื™ืจืŸ ืื™ืŸ ื“ื™ ืกื•ืฃ ืื•ืŸ ื ื™ืฉื˜ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜, ื‘ืฉืขืช ืึทืœืข ื“ื™ ืื ื“ืขืจืข ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ืขืจื’ืขืฅ ืื™ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื“ื™ ื˜ืขืœืขืจ. ืื‘ืขืจ ื“ืึธืก ืื™ื– ืึทื–ืึท ืึท ืึทื ืœื™ื™ืงืœื™ ื’ืขืฉืขืขื ื™ืฉ ืึทื– ื“ื™ื™ืŸ ื˜ื™ืฉ ื–ื™ืš ื•ื•ืขื˜ ื™ื™ึทื ืฉืจื•ืžืคึผืŸ ืื™ืŸ ื’ืจื™ื™ืก, ืึทื–ื•ื™ ืื™ืจ ื–ืึธืœ ื ื™ืฉื˜ ื”ืึธืคึฟืŸ ืคึฟืึทืจ ืื™ื.
  • ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื“ืึทืจืฃ ืกืึธืจื˜ ื“ื•ืจืš ืึท ื’ืึทื ืฅ ื‘ื™ื ื˜ืœ ืคื•ืŸ ืึทืจื•ื™ืกื’ืขื•ื•ืึธืจืคืŸ ืฉื•ืจื•ืช. ืื•ืŸ ืžื™ืจ ื•ื•ื™ืกื˜ ื“ื™ืกืง ืจืขืกื•ืจืกืŸ, ืžื™ืจ ื•ื•ื™ืกื˜ ืคึผืจืึทืกืขืกืขืจ ืจืขืกื•ืจืกืŸ ืื•ืŸ ืขืœืขืงื˜ืจืข.
  • ืื•ืŸ ื“ืึธืก ืื™ื– ื’ืœื™ื™ืš ืึทืคืขืงืฅ ืื•ื ื“ื–ืขืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ื•ื•ื™ื™ึทืœ ืื•ื™ื‘ ืื™ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืžื™ืจ ืคืืจื‘ืจืื›ื˜ 10 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื•ื™ืฃ ื“ื™ ื‘ืขื˜ืŸ, 10 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ืงืึธื“, ื“ืขืžืึธืœื˜ ื‘ืขืฉืึทืก ื“ื™ ืงืจืึทืš ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ืคืึทืจื‘ืจืขื ื’ืขืŸ ืึท ืจื’ืข ืื•ื™ืฃ ื“ื™ ื‘ืขื˜ืŸ ืื•ืŸ 10 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื•ื™ืฃ ื“ื™ ืงืึธื“, ื“"ื” ืึท ืกื“ืจ ืคื•ืŸ ืžืึทื’ื ืึทื˜ื•ื“ ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืึธืจืฉื˜ืขืœื•ื ื’ ื“ื™ืงืจื™ืกื˜. ืื•ืŸ ื•ื•ืขืŸ ื“ืขืจ ืฆื•ืคืึทืœ ืื™ื– ืจื™ื–ืึทืœื•ื•ื“, ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ืคืึทืจื‘ืจืขื ื’ืขืŸ 20 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื•ื™ืฃ ืึท ื‘ืงืฉื”, 10 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื•ื™ืฃ ืึท ืงืึธื“. ื“ืขื ืžื™ื˜ืœ ืึทื– ืžื™ืจ ื ืึธืš ื“ืจืึทืคึผื˜ ืžื™ื˜ ืื™ื™ืŸ ืื•ืŸ ืึท ื”ืึทืœื‘ ืžืึธืœ ืื™ืŸ ืคึผืจืึธื•ื“ืึทืงื˜ื™ื•ื•ืึทื˜ื™. ืื•ืŸ ื“ืึธืก ืื™ื– ืึทืœืข ื•ื•ื™ื™ึทืœ ืคื•ืŸ ืื™ื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืึธืก ืคืจืึธื–ืข, ื˜ืึธืžืขืจ ื“ื•ืจืš ืื•ื ื“ื–ืขืจ ืฉื•ืœื“.
  • ืื•ืŸ ื“ื™ ืงืฉื™ื: "ื•ื•ื™ ืงืขื ืขืŸ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ืึทืœืฅ ืฆื•ืจื™ืง?" ืึทื–ื•ื™ ืึทื– ืึทืœืฅ ืื™ื– ื’ื•ื˜ ืžื™ื˜ ืื•ื ื“ื– ืื•ืŸ ื‘ืขื˜ืŸ ืงื•ืžืขืŸ ืื™ืŸ ื•ื•ื™ ื’ืขืฉื•ื•ื™ื ื“ ื•ื•ื™ ืื™ื™ื“ืขืจ ื“ื™ ืฆื•ืคืึทืœ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืคึฟืึทืจ ื“ืขื ืฆื•ื•ืขืง ืขืก ืื™ื– ืึท ื–ื™ื›ืขืจ ืฆื™ืงืœ ืคื•ืŸ ืึทืจื‘ืขื˜ ื•ื•ืึธืก ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜.

ืขืจืฉื˜ืขืจ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืคึผืจืึธื‘ืœืขืžืึทื˜ื™ืง ื˜ื™ืฉืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ื‘ืœืึธื•ื˜ื™ื“. ืžื™ืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืื™ืŸ ืขื˜ืœืขื›ืข ื˜ื™ืฉืŸ ื“ื™ ืจืขืงืึธืจื“ื™ื ื’ ืื™ื– ืžืขืจ ืึทืงื˜ื™ื•ื•, ืื™ืŸ ืื ื“ืขืจืข ื•ื•ื™ื™ื ื™ืงืขืจ ืึทืงื˜ื™ื•ื•. ืื•ืŸ ืคึฟืึทืจ ื“ืขื ืžื™ืจ ื ื•ืฆืŸ ื“ื™ ืคืึทืจืœืขื ื’ืขืจื•ื ื’ pgstattuple. ื“ื•ืจืš ื™ื ืกื˜ืึธืœื™ื ื’ ื“ืขื ืคืึทืจืœืขื ื’ืขืจื•ื ื’, ืื™ืจ ืงืขื ืขืŸ ืฉืจื™ื™ึทื‘ืŸ ืงื•ื•ื™ืจื™ื– ื•ื•ืึธืก ื•ื•ืขื˜ ื”ืขืœืคึฟืŸ ืื™ืจ ื’ืขืคึฟื™ื ืขืŸ ื˜ื™ืฉืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ื’ืึทื ืฅ ื‘ืœืึธื•ื˜ื™ื“.

ืึทืžืึธืœ ืื™ืจ ื”ืึธื‘ืŸ ื’ืขืคึฟื•ื ืขืŸ ื“ื™ ื˜ื™ืฉืŸ, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงืึธืžืคึผืจืขืก ื–ื™ื™. ืขืก ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืžื›ืฉื™ืจื™ื ืคึฟืึทืจ ื“ืขื. ืื™ืŸ ืื•ื ื“ื–ืขืจ ื’ืขื–ืขืœืฉืึทืคื˜ ืžื™ืจ ื ื•ืฆืŸ ื“ืจื™ื™ึท ืžื›ืฉื™ืจื™ื. ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื– ื“ื™ ื’ืขื‘ื•ื™ื˜-ืื™ืŸ ื•ื•ืึทืงื•ื•ื ืคื•ืœ. ืขืจ ืื™ื– ื’ืจื•ื™ื–ืึทื, ื”ืึทืจื‘ ืื•ืŸ ืจื—ืžื ื•ืช, ืึธื‘ืขืจ ืžืืœ ืขืจ ืื™ื– ื–ื™ื™ืขืจ ื ื•ืฆื™ืง. Pg_repack ะธ pgcompacttable - ื“ืึธืก ื–ืขื ืขืŸ ื“ืจื™ื˜-ืคึผืึทืจื˜ื™ื™ ื™ื•ื˜ื™ืœืึทื˜ื™ื– ืคึฟืึทืจ ืงืึทืžืคึผืจืขืกื™ื ื’ ื˜ื™ืฉืŸ. ืื•ืŸ ื–ื™ื™ ืžื™ื™ึทื›ืœ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืžืขืจ ืงืขืจืคืึทืœื™.

ื–ื™ื™ ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜ ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื•ื•ืึธืก ืื™ื– ืžืขืจ ื‘ืึทืงื•ื•ืขื ืคึฟืึทืจ ืื™ืจ. ืื™ืš ื•ื•ืขืœ ื“ื™ืจ ืื‘ืขืจ ื“ืขืจืฆืฒืœืŸ ืฆื•ื ืกื•ืฃ. ื“ื™ ื”ื•ื™ืคึผื˜ ื–ืึทืš ืื™ื– ืึทื– ืขืก ื–ืขื ืขืŸ ื“ืจื™ื™ึท ืžื›ืฉื™ืจื™ื. ืขืก ื–ืขื ืขืŸ ืฉืขืคืข ืฆื• ืงืœื™ื™ึทื‘ืŸ ืคื•ืŸ.

ื ืึธืš ืžื™ืจ ื”ืึธื‘ืŸ ืงืขืจืขืงื˜ืึทื“ ืึทืœืฅ ืื•ืŸ ื’ืขืžืื›ื˜ ื–ื™ื›ืขืจ ืึทื– ืึทืœืฅ ืื™ื– ื’ื•ื˜, ืžื™ืจ ืžื•ื–ืŸ ื•ื•ื™ืกืŸ ื•ื•ื™ ืฆื• ืคืึทืจืžื™ื™ึทื“ืŸ ื“ืขื ืกื™ื˜ื•ืึทืฆื™ืข ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜:

  • ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืคึผืจื™ื•ื•ืขื ื˜ื™ื“ ื’ืึทื ืฅ ืœื™ื™ื›ื˜. ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึธื ื™ื˜ืึธืจ ื“ื™ ื’ืขื“ื•ื™ืขืจ ืคื•ืŸ ืกืขืฉืึทื ื– ืื•ื™ืฃ ื“ื™ ื”ืืจ ืกืขืจื•ื•ืขืจ. ืกืคึผืขืฆื™ืขืœ ื’ืขืคืขืจืœืขืš ืกืขืฉืึทื ื– ืื™ืŸ ืœื™ื™ื“ื™ืง ืื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฉื˜ืึทื˜. ื“ืืก ื–ืขื ืขืŸ ื“ื™ ื•ื•ืึธืก ื ืึธืจ ื’ืขืขืคื ื˜ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื”ืื˜ ืขืคึผืขืก ืื•ืŸ ืœื™ื ืงืก, ืึธื“ืขืจ ืคืฉื•ื˜ ื’ืขื”ืื ื’ืขืŸ, ืคืึทืจืคืึทืœืŸ ืื™ืŸ ื“ื™ ืงืึธื“.
  • ืื•ืŸ ืคึฟืึทืจ ืื™ืจ, ื•ื•ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก, ืขืก ืื™ื– ื•ื•ื™ื›ื˜ื™ืง ืฆื• ืคึผืจื•ื‘ื™ืจืŸ ื“ื™ื™ืŸ ืงืึธื“ ื•ื•ืขืŸ ื“ื™ ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก. ืขืก ืื™ื– ื ื™ืฉื˜ ืฉื•ื•ืขืจ ืฆื• ื˜ืึธืŸ. ื“ืึธืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท ื ื•ืฆื™ืง ื˜ืฉืขืง. ืื™ืจ ื•ื•ืขื˜ ื•ื™ืกืžื™ื™ื“ืŸ ืึท ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ "ืงื™ื ื“ืขืจื™ืฉ" ืคึผืจืึธื‘ืœืขืžืก ืคึฟืึทืจื‘ื•ื ื“ืŸ ืžื™ื˜ ืœืึทื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื™ืŸ ื“ื™ ื’ืจืึทืคืก, ืื™ืš ื’ืขื•ื•ืืœื˜ ืฆื• ื•ื•ื™ื™ึทื–ืŸ ืื™ืจ ื•ื•ื™ ื“ืขืจ ืฆื™ื™ื›ืŸ ืื•ืŸ ื“ื™ ื ืึทื˜ื•ืจ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื’ืขื‘ื™ื˜ืŸ ื ืึธืš ืื™ืš ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ื“ื™ ืฆื™ื™ื›ืŸ ืžื™ื˜ ื•ื•ืึทืงื•ื•ื ืคื•ืœ ืื™ืŸ ื“ืขื ืคืึทืœ. ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ืคึผืจืึธื“ื•ืงืฆื™ืข ืคึฟืึทืจ ืžื™ืจ.

ื“ื™ ื˜ื™ืฉ ื’ืจื™ื™ืก ืžื™ื“ ืื•ืžื’ืขืงืขืจื˜ ืฆื• ื–ื™ื™ืŸ ื ืึธืจืžืึทืœ ืึทืคึผืขืจื™ื™ื˜ื™ื ื’ ืฉื˜ืึทื˜ ืคื•ืŸ ืึท ืคึผืึธืจ ืคื•ืŸ ืžืขื’ืื‘ื™ื™ื˜. ื“ืึธืก ื”ืื˜ ื ื™ืฉื˜ ืึทืคืขืงื˜ืึทื“ ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ื“ื™ ืกืขืจื•ื•ืขืจ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืึธื‘ืขืจ ืกืคึผืึทืกื™ืคื™ืงืœื™ ืคึฟืึทืจ ืื•ื ื“ื–ืขืจ ืคึผืจืึธื‘ืข ืฆื™ื™ื›ืŸ, ื•ื•ื• ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ื—ืฉื‘ื•ืŸ ื‘ืึทืœืึทื ืกืขืก, ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ืึท ื‘ืงืฉื” ืฆื• ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ืฆื™ื™ื›ืŸ ืื™ื– ืจื™ื“ื•ืกื˜ ืฆื• ืคืึทืจ-ื ื•ื™ื˜ืคืึทืœ ืœืขื•ื•ืขืœืก. ื“ื™ ืจืขืกื•ืจืกืŸ ืงืึทื ืกื•ืžื“ ื“ื•ืจืš ื“ื™ ืคึผืจืึทืกืขืกืขืจ ืฆื• ืคืึทืจืขื ื“ื™ืงืŸ ื“ืขื ื‘ืขื˜ืŸ ืื•ื™ืš ื“ืจืึทืคึผื˜ ืฆื• ืคืึทืจ-ืงืจืึทืš ืœืขื•ื•ืขืœืก. ืื•ืŸ ื“ืขืจ ื ื™ื“ืขืจื™ืงืขืจ ืจืขื›ื˜ืขืจ ื’ืจืืฃ ื•ื•ื™ื™ื–ื˜ ืื– ื™ืขืฆื˜ ื’ืขืคื™ื ืขืŸ ืžื™ืจ ืคื•ื ืงื˜ืœื™ืš ื“ื™ ืœื™ื ื™ืข ื•ื•ืืก ืžื™ืจ ื“ืืจืคืŸ ื’ืœื™ื™ืš, ืืŸ ื“ื•ืจื›ื’ื™ื™ืŸ ื“ื™ ื”ื•ื™ืคืŸ ื˜ื•ื™ื˜ืข ืœื™ื ื™ืขืก ื•ื•ืืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืคืืจืŸ ื˜ื™ืฉ ืื™ื– ื’ืขื•ื•ืขืŸ ืงืืžืคืจืขืกื˜. ืื•ืŸ ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื‘ืขื˜ืŸ ืฆื™ื™ื˜ ืื™ื– ื’ืขื‘ืœื™ื‘ืŸ ื‘ืขืขืจืขืš ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืžื“ืจื’ื”. ืื‘ืขืจ ื“ืึธ ืื™ืš ื”ืึธื‘ืŸ, ืืœื, ืึท ื˜ืขื•ืช ืื™ืŸ ืžื™ื™ืŸ ื™ื™ึทื–ื ื•ื•ืึทืจื’.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื“ืึธ ืขื ื“ื™ืงื˜ ื–ื™ืš ื“ื™ ืขืจืฉื˜ืข ื’ืขืฉื™ื›ื˜ืข. ืขืก ืื™ื– ื“ื™ ืžืขืจืกื˜ ืคึผืจืึธืกื˜. ืื•ืŸ ื“ืึธืก ื›ืึทืคึผืึทื ื– ืฆื• ืึทืœืขืžืขืŸ, ืจืึทื’ืึทืจื“ืœืึทืก ืคื•ืŸ ื“ืขืจ ื“ืขืจืคืึทืจื•ื ื’ ืคื•ืŸ ื“ืขืจ ืงืœื™ืขื ื˜ ืื•ืŸ ื•ื•ื™ ืงื•ื•ืึทืœืึทืคื™ื™ื“ ื“ื™ ืคึผืจืึธื•ื’ืจืึทืžืขืจื– ื–ืขื ืขืŸ. ื’ื™ื›ืขืจ ืึธื“ืขืจ ืฉืคึผืขื˜ืขืจ ื“ืึธืก ื›ืึทืคึผืึทื ื–.

ื“ื™ ืจื’ืข ื’ืขืฉื™ื›ื˜ืข, ืื™ืŸ ื•ื•ืึธืก ืžื™ืจ ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ื“ื™ ืžืึทืกืข ืื•ืŸ ืึทืคึผื˜ืึทืžื™ื™ื– ืกืขืจื•ื•ืขืจ ืจืขืกื•ืจืกืŸ

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

  • ืžื™ืจ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืื•ื™ืกื’ืขื•ื•ืืงืกืŸ ืื•ืŸ ื’ืขื•ื•ืืจืŸ ืขืจื ืกื˜ืข ื‘ื—ื•ืจื™ื. ืื•ืŸ ืžื™ืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืจืขืคึผืœื™ืงืข ืื•ืŸ ืขืก ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ื’ื•ื˜ ืคึฟืึทืจ ืื•ื ื“ื– ืฆื• ื‘ืึทืœืึทื ืกื™ืจืŸ ื“ื™ ืžืึทืกืข: ืฉืจื™ื™ึทื‘ืŸ ืฆื• ื“ื™ ื”ืืจ, ืื•ืŸ ืœื™ื™ืขื ืขืŸ ืคื•ืŸ ื“ื™ ืจืขืคึผืœื™ืงืข. ืื•ืŸ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ื“ืขื ืกื™ื˜ื•ืึทืฆื™ืข ืขืจื™ื™ื–ืึทื– ื•ื•ืขืŸ ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืฆื•ื’ืจื™ื™ื˜ืŸ ืขื˜ืœืขื›ืข ืจื™ืคึผืึธืจืฅ ืึธื“ืขืจ ETL. ืื•ืŸ ื“ื™ ื’ืขืฉืขืคื˜ืŸ ื–ืขื ืขืŸ ื–ื™ื™ืขืจ ืฆื•ืคืจื™ื“ืŸ ื•ื•ืขื’ืŸ ื“ืขื. ืขืจ ื˜ืึทืงืข ื•ื•ื™ืœ ืึท ืคืึทืจืฉื™ื™ื“ื ืงื™ื™ึทื˜ ืคื•ืŸ ืจื™ืคึผืึธืจืฅ ืžื™ื˜ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืงืึธืžืคึผืœืขืงืก ืึทื ืึทืœื™ื˜ื™ืงืก.
  • ืจื™ืคึผืึธืจืฅ ื ืขืžืขืŸ ืคื™ืœืข ืฉืขื”, ื•ื•ื™ื™ึทืœ ืงืึธืžืคึผืœืขืงืก ืึทื ืึทืœื™ื˜ื™ืงืก ืงืขื ืขืŸ ื ื™ื˜ ื–ื™ื™ืŸ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ืื™ืŸ ืžื™ืœื™ืกืขืงืึทื ื“ื–. ืžื™ืจ, ื•ื•ื™ ื”ืขืœื“ื™ืฉ ื’ื™ื™ื–, ืฉืจื™ื™ึทื‘ืŸ ืงืึธื“. ืื™ืŸ ื“ื™ ื™ื ืกืขืจืฉืึทืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืžื™ืจ ืžืึทื›ืŸ ื“ื™ ืจืขืงืึธืจื“ื™ื ื’ ืื•ื™ืฃ ื“ื™ ื”ืืจ, ืื•ืŸ ื•ื™ืกืคื™ืจืŸ ื“ื™ ืจื™ืคึผืึธืจืฅ ืื•ื™ืฃ ื“ื™ ืจืขืคึผืœื™ืงืข.
  • ื“ื™ืกื˜ืจื™ื‘ื™ื•ื˜ื™ื ื’ ื“ื™ ืžืึทืกืข.
  • ืึทืœืฅ ืึทืจื‘ืขื˜ ื‘ื™ืฉืœื™ื™ืžืขืก. ืžื™ืจ ื–ืขื ืขืŸ ื’ืจื•ื™ืก.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ื•ื•ื™ ืึทื–ื•ื™ ืงื•ืงื˜ ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข? ืกืคึผืึทืกื™ืคื™ืงืœื™ ืื•ื™ืฃ ื“ื™ ื’ืจืึทืคืก, ืื™ืš ืื•ื™ืš ืฆื•ื’ืขื’ืขื‘ืŸ ื“ื™ ื’ืขื“ื•ื™ืขืจ ืคื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคื•ืŸ ื“ื™ ืจืขืคึผืœื™ืงืข ืคึฟืึทืจ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื’ืขื“ื•ื™ืขืจ. ืึทืœืข ืื ื“ืขืจืข ื’ืจืึทืคืก ืึธืคึผืฉื™ืงืŸ ื‘ืœื•ื™ื– ืฆื• ื“ื™ ื”ืืจ ืกืขืจื•ื•ืขืจ.

ื“ื•ืจืš ื“ืขื ืฆื™ื™ึทื˜, ืžื™ื™ืŸ ื‘ืึทืจื™ื›ื˜ ื‘ืจืขื˜ ืื™ื– ื’ืขื•ื•ืืงืกืŸ. ืขืก ื–ืขื ืขืŸ ืžืขืจ ืคื•ืŸ ื–ื™ื™. ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืกืขืจื•ื•ืขืจ ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืื™ื– ืกื˜ืึทื‘ื™ืœ. ืžื™ืจ ื–ืขืŸ ืึทื– ืื•ื™ืฃ ื“ื™ ืจืขืคึผืœื™ืงืข ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืœืึทื ื’-ืœื•ื™ืคืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืึธืก ืœื•ื™ืคื˜ ืคึฟืึทืจ 2 ืฉืขื”. ืžื™ืจ ื–ืขืŸ ื“ื™ ืฉื˜ื™ืœ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื, ื•ื•ืึธืก ืคึผืจืึทืกืขืกืึทื– ื˜ื•ื™ื˜ ืฉื•ืจื•ืช. ืื•ืŸ ืึทืœืฅ ืื™ื– ื’ื•ื˜ ืžื™ื˜ ืื•ื ื“ื–.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืกืคึผืึทืกื™ืคื™ืงืœื™, ืœื•ื™ื˜ ื“ื™ ื˜ืขืกื˜ืขื“ ื˜ืขืœืขืจ, ืžื™ืจ ืคืึธืจื–ืขืฆืŸ ืฆื• ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื—ืฉื‘ื•ืŸ ื‘ืึทืœืึทื ืกืขืก ื“ืึธืจื˜. ืื•ืŸ ืžื™ืจ ืื•ื™ืš ื”ืึธื‘ืŸ ืึท ืกื˜ืึทื‘ื™ืœ ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ืจื™ืงื•ื•ืขืก, ืกื˜ืึทื‘ื™ืœ ืžื™ื˜ืœ ืงืึทื ืกืึทืžืฉืึทืŸ. ืึทืœืฅ ืื™ื– ื’ื•ื˜ ืžื™ื˜ ืื•ื ื“ื–.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืึทืœืฅ ืื™ื– ื’ื•ื˜ ื‘ื™ื– ื“ืขื ืžืึธืžืขื ื˜ ื“ื™ ืจื™ืคึผืึธืจืฅ ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ืคื™ื™ืขืจ ืฆื•ืจื™ืง ืจืขื›ื˜ ืฆื• ืึท ืงืึธื ืคืœื™ืงื˜ ืžื™ื˜ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ. ืื•ืŸ ื–ื™ื™ ืคื™ื™ืขืจ ืฆื•ืจื™ืง ืžื™ื˜ ืจืขื’ื•ืœืขืจ ื™ื ื˜ืขืจื•ื•ืึทืœื–.

ืžื™ืจ ื’ื™ื™ืŸ ืึธื ืœื™ื™ืŸ ืื•ืŸ ืึธื ื”ื™ื™ื‘ืŸ ืœื™ื™ืขื ืขืŸ ื•ื•ืึธืก ื“ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ. ืื•ืŸ ืžื™ืจ ื’ืขืคึฟื™ื ืขืŸ ืึท ืœื™ื™ื–ื•ื ื’.

ื“ืขืจ ืขืจืฉื˜ืขืจ ืœื™ื™ื–ื•ื ื’ ืื™ื– ืฆื• ืคืึทืจื’ืจืขืกืขืจืŸ ื“ื™ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืœื™ื™ื˜ืึทื ืกื™. ืžื™ืจ ื•ื•ื™ืกืŸ ืึทื– ืื•ื ื“ื–ืขืจ ื‘ืึทืจื™ื›ื˜ ืœื•ื™ืคื˜ ืคึฟืึทืจ 3 ืฉืขื”. ืžื™ืจ ืฉื˜ืขืœืŸ ื“ื™ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืึทืจื”ืึทืœื˜ืŸ ืฆื• 3 ืฉืขื”. ืžื™ืจ ื–ืขื ืขืŸ ืœืึธื ื˜ืฉื™ื ื’ ืึทืœืฅ, ืึธื‘ืขืจ ืžื™ืจ ื ืึธืš ื”ืึธื‘ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ืจื™ืคึผืึธืจืฅ ืžืืœ ืงืึทื ืกืึทืœื“.

ืžื™ืจ ื•ื•ื™ืœืŸ ืึทืœืฅ ืฆื• ื–ื™ื™ืŸ ื’ืื ืฅ. ืžื™ืจ ืงืจื™ื›ืŸ ื•ื•ื™ื™ื˜ืขืจ. ืื•ืŸ ืžื™ืจ ื’ืขืคึฟื•ื ืขืŸ ืึท ืงื™ืœ ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ืื•ื™ืฃ ื“ื™ ืื™ื ื˜ืขืจื ืขื˜ - hot_standby_feedback. ื–ืืœ ืก ืงืขืจ ืขืก ืื•ื™ืฃ. Hot_standby_feedback ืึทืœืึทื•ื– ืื•ื ื“ื– ืฆื• ื”ืึทืœื˜ืŸ ื“ื™ ืึทื•ื˜ืึธ ื•ื•ืึทืงื•ื•ื ืื•ื™ืฃ ื“ื™ ื”ืืจ. ืื–ื•ื™, ืžื™ืจ ื’ืึธืจ ื‘ืึทืงื•ืžืขืŸ ื‘ืึทืคืจื™ื™ึทืขืŸ ืคื•ืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื ืคืœื™ืงื˜. ืื•ืŸ ืึทืœืฅ ืึทืจื‘ืขื˜ ื’ื•ื˜ ืคึฟืึทืจ ืื•ื ื“ื– ืžื™ื˜ ืจื™ืคึผืึธืจืฅ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ ืžื™ื˜ ื“ื™ ื”ืืจ ืกืขืจื•ื•ืขืจ ืื™ืŸ ื“ืขื ืฆื™ื™ื˜? ืื•ืŸ ืžื™ืจ ื–ืขื ืขืŸ ืื™ืŸ ื’ืึทื ืฅ ืงืึธื ืคืœื™ืงื˜ ืžื™ื˜ ื“ื™ ื”ืืจ ืกืขืจื•ื•ืขืจ. ืื™ืฆื˜ ืžื™ืจ ื–ืขืŸ ื“ื™ ื’ืจืึทืคืก ื•ื•ืขืŸ ืื™ืš ื”ืึธื‘ืŸ ื‘ื™ื™ื“ืข ื“ื™ ืกืขื˜ื˜ื™ื ื’ืก ืขื ื™ื™ื‘ืึทืœื“. ืื•ืŸ ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ืกืขืกื™ืข ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ืจืขืคึผืœื™ืงืข ืขืคืขืก ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื”ืฉืคึผืขื” ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ืื•ื™ืฃ ื“ื™ ื”ืืจ ืกืขืจื•ื•ืขืจ. ื–ื™ ื”ืื˜ ืึท ื•ื•ื™ืจืงื•ื ื’ ื•ื•ื™ื™ึทืœ ื–ื™ ืคึผืึธื•ื–ื“ ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื, ื•ื•ืึธืก ืงืœื™ืจื– ืื•ื™ืก ื“ื™ ื˜ื•ื™ื˜ ืฉื•ืจื•ืช. ืื•ื ื“ื–ืขืจ ื˜ื™ืฉ ื’ืจื™ื™ืก ื”ืื˜ ืกืงื™ื™ืจืึทืงืึทื˜ื™ื“ ื•ื•ื™ื“ืขืจ. ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืึธื ืคึฟืจืขื’ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืฆื™ื™ื˜ ืื™ื‘ืขืจ ื“ื™ ื’ืื ืฆืข ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ื™ืš ืกืงื™ื™ืจืึทืงืึทื˜ื™ื“. ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ืึทืžื– ื˜ื™ื™ื˜ืึทื ื“ ื–ื™ืš ืึท ื‘ื™ืกืœ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืกืคึผืึทืกื™ืคื™ืงืœื™, ืคึฟื•ืŸ ืื•ื ื“ื–ืขืจ ื˜ืขืœืขืจ, ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ื“ืึทื˜ืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื•ื™ืฃ ืขืก ืื•ื™ืš ื“ื–ืฉืึทืžืคึผื˜ ืฆื• ื“ื™ ื”ื™ืžืœ. ืงืคึผื• ืงืึทื ืกืึทืžืฉืึทืŸ ืื™ื– ืกื™ืžื™ืœืึทืจืœื™ ื’ืขื•ื•ืืงืกืŸ ื–ื™ื™ืขืจ. ืžื™ ืจ ื’ืฒืข ืŸ ืฐื™ื“ืข ืจ ื“ื•ืจ ืš ื ื’ืจื•ื™ื ืข ืฆื ืœ ื˜ื•ื™ื˜ืข , ืื•ืžื–ื™ืื˜ ืข ืฉื•ืจื•ืช . ืื•ืŸ ื“ืขืจ ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ื“ืขื ืฆื™ื™ื›ืŸ ืื•ืŸ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื”ืึธื‘ืŸ ื“ืจืึทืคึผื˜.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื•ื•ื™ ื•ื•ืขื˜ ืขืก ืงื•ืงืŸ ืื•ื™ื‘ ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืกืŸ ื•ื•ืึธืก ืื™ืš ื’ืขื•ื•ืขืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ืคืจื™ืขืจ?

  • ืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืงื•ืงืŸ ืคึฟืึทืจ ืคึผืจืึธื‘ืœืขืžืก. ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขืคึผืœืึธื ื˜ืขืจื˜ ืคึผืจืึธื‘ืœืขืžืก ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ื™ื™ืœ, ืžื™ืจ ื•ื•ื™ืกืŸ ืึทื– ื“ืึธืก ืงืขืŸ ื–ื™ื™ืŸ ืจืขื›ื˜ ืฆื• ืึท ืœืึทื ื’ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื•ืŸ ื’ื™ื™ืŸ ืฆื• ื“ื™ ื”ืืจ. ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ื“ื™ ื”ืืจ. ื•ื•ื•ืจืฉื˜ ืื™ื. ืขืก ื”ื™ืฅ ืึทืจื•ื™ืฃ, ื–ื™ื™ึทืŸ ืžืึทืกืข ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืื™ื– ื•ื•ืขื’ืŸ ืึท ื”ื•ื ื“ืขืจื˜.
  • ืจื™ืงื•ื•ืขืก ืขืก ื–ืขื ืขืŸ ืคึผืึทืžืขืœืขืš, ืึธื‘ืขืจ ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื–ืขืŸ ืงื™ื™ืŸ ืœืึทื ื’-ืœื•ื™ืคืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื“ืึธืจื˜. ืื•ืŸ ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืื™ื– ื“ืขืจ ืขื ื™ืŸ. ืžื™ืจ ืคืืจืฉื˜ื™ื™ืขืŸ ื ื™ืฉื˜ ื•ื•ืื• ืฆื• ืงื•ืงืŸ.
  • ืžื™ืจ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ืกืขืจื•ื•ืขืจ ื•ื™ืกืจื™ื›ื˜. ืืคึฟืฉืจ ืื•ื ื“ื–ืขืจ ืึธื ืคืึทืœ ืงืจืึทืฉื˜. ืืคึฟืฉืจ ืื•ื ื“ื–ืขืจ ื–ื›ึผืจื•ืŸ ืฉื˜ืขืงืŸ ืื™ื– ืคืืจื‘ืจืขื ื˜. ื™ืึธ, ืึทืœืฅ ืงืขืŸ ืคึผืึทืกื™ืจืŸ. ืึธื‘ืขืจ ื ื™ื˜, ื“ื™ ืกืขืจื•ื•ืขืจืก ื–ืขื ืขืŸ ื ื™ื™ึท, ืึทืœืฅ ืึทืจื‘ืขื˜ ื’ื•ื˜.
  • ืึทืœืขืžืขืŸ ืื™ื– ืคืœื™ืกื ื“ื™ืง: ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก, ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืื•ืŸ ื“ื™ืจืขืงื˜ืึธืจ. ื’ืึธืจื ื™ืฉื˜ ื”ืขืœืคื˜.
  • ืื•ืŸ ืื™ืŸ ืขื˜ืœืขื›ืข ืคื•ื ื˜ ืึทืœืฅ ืคึผืœื•ืฆืœื™ื ื’ ื”ื™ื™ื‘ื˜ ืฆื• ืคืึทืจืจื™ื›ื˜ืŸ ื–ื™ืš.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื™ืŸ ื“ืขื ืฆื™ื™ึทื˜, ื“ื™ ื‘ืงืฉื” ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ืจืขืคึผืœื™ืงืข ืื™ื– ืคึผืจืึทืกืขืกื˜ ืื•ืŸ ืœื™ื ืงืก. ืžื™ ืจ ื”ืื‘ ืŸ ื‘ืืงื•ืžืข ืŸ ื“ืข ื ื‘ืืจื™ื›ื˜ . ื’ืขืฉืขืคื˜ ืื™ื– ื ืึธืš ืฆื•ืคืจื™ื“ืŸ. ื•ื•ื™ ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ, ืื•ื ื“ื–ืขืจ ืฆื™ื™ื›ืŸ ืื™ื– ื’ืขื•ื•ืืงืกืŸ ื•ื•ื™ื“ืขืจ ืื•ืŸ ืื™ื– ื ื™ืฉื˜ ื’ืขื’ืื ื’ืขืŸ ืฆื• ื™ื™ึทื ืฉืจื•ืžืคึผืŸ. ืื•ื™ืฃ ื“ื™ ื’ืจืึทืคื™ืง ืžื™ื˜ ืกืขืฉืึทื ื–, ืื™ืš ืœื™ื ืงืก ืึท ืฉื˜ื™ืง ืคื•ืŸ ื“ืขื ืœืึทื ื’ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืคื•ืŸ ืึท ืจืขืคึผืœื™ืงืข ืึทื–ื•ื™ ืึทื– ืื™ืจ ืงืขื ืขืŸ ืึธืคึผืฉืึทืฆืŸ ื•ื•ื™ ืœืึทื ื’ ืขืก ื ืขืžื˜ ื‘ื™ื– ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ืกื˜ื™ื™ื‘ืึทืœื™ื™ื–ื™ื–.

ื“ื™ ืกืขืกื™ืข ืื™ื– ืื™ื‘ืขืจ. ืื•ืŸ ื‘ืœื•ื™ื– ื ืึธืš ืขื˜ืœืขื›ืข ืžืึธืœ ื“ื™ ืกืขืจื•ื•ืขืจ ืงื•ืžื˜ ืžืขืจ ืึธื“ืขืจ ื•ื•ื™ื™ื ื™ืงืขืจ ืื™ืŸ ืกื“ืจ. ืื•ืŸ ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ ืจื™ืงื•ื•ืขืก ืื•ื™ืฃ ื“ื™ ื”ืืจ ืกืขืจื•ื•ืขืจ ืงืขืจื˜ ืฆื• ื ืึธืจืžืึทืœ. ื•ื•ื™ื™ึทืœ, ืœืขืกืึธืฃ, ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ื”ืื˜ ื“ื™ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ืจื™ื™ืŸ ืื•ื™ืก ืื•ืŸ ืฆื™ื™ื›ืŸ ื“ื™ ื˜ื•ื™ื˜ ืฉื•ืจื•ืช. ืื•ืŸ ืขืจ ื”ืึธื˜ ืึธื ื’ืขื”ื•ื™ื‘ืŸ ื˜ืึธืŸ ื–ืฒึทืŸ ืึทืจื‘ืขื˜. ืื•ืŸ ื•ื•ื™ ืฉื ืขืœ ืขืจ ื˜ื•ื˜ ืขืก, ืึทื–ื•ื™ ื’ืขืฉื•ื•ื™ื ื“ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ ืกื“ืจ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืœื•ื™ื˜ ื“ื™ ื˜ืขืกื˜ืขื“ ื˜ืึทื‘ืœืขื˜, ื•ื•ื• ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื—ืฉื‘ื•ืŸ ื‘ืึทืœืึทื ืกืขืก, ืžื™ืจ ื–ืขืŸ ืคึผื•ื ืงื˜ ื“ื™ ื–ืขืœื‘ืข ื‘ื™ืœื“. ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื—ืฉื‘ื•ืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืฆื™ื™ื˜ ืื™ื– ืื•ื™ืš ื‘ื™ืกืœืขื›ื•ื•ื™ื™ึทื– ื ืึธืจืžืึทืœื™ื™ื–ื™ื ื’. ื“ื™ ืจืขืกื•ืจืกืŸ ืงืึทื ืกื•ืžื“ ื“ื•ืจืš ื“ื™ ืคึผืจืึทืกืขืกืขืจ ื–ืขื ืขืŸ ืื•ื™ืš ืจื™ื“ื•ืกื˜. ืื•ืŸ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคึผืขืจ ืกืขืงื•ื ื“ืข ืงืขืจื˜ ืฆื• ื ืึธืจืžืึทืœ. ืื‘ืขืจ ื•ื•ื™ื“ืขืจ ืžื™ืจ ื–ืขื ืขืŸ ืฆื•ืจื™ืง ืฆื• ื ืึธืจืžืึทืœ, ื ื™ื˜ ื“ื™ ื–ืขืœื‘ืข ื•ื•ื™ ืžื™ืจ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ื™ื“ืขืจ ื“ื™ ืฆื•ืคืึทืœ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื™ืŸ ืงื™ื™ืŸ ืคืึทืœ, ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ืึท ืคืึธืจืฉื˜ืขืœื•ื ื’ ืึทืจืึธืคึผืจืขื›ืขื ืขืŸ, ื•ื•ื™ ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืคืึทืœ, ืื™ื™ืŸ ืื•ืŸ ืึท ื”ืึทืœื‘ ืฆื• ืฆื•ื•ื™ื™ ืžืืœ, ืื•ืŸ ืžืืœ ืžืขืจ.

ืžื™ืจ ื“ืึทื›ื˜ ื–ื™ืš, ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืึทืœืฅ ืจืขื›ื˜ ื’ืขื˜ืึธืŸ. ืฆืขื˜ื™ื™ืœืŸ ื“ื™ ืžืึทืกืข. ื“ื™ ืขืงื•ื•ื™ืคึผืžืขื ื˜ ืื™ื– ื ื™ืฉื˜ ืœื™ื™ื“ื™ืง. ืžื™ ืจ ื”ืื‘ ืŸ ืฆืขื˜ืฒืœ ื˜ ื“ ื™ ื‘ืงืฉื•ืช , ืœื•ื™ ื˜ ืื•ื ื“ื–ืขืจ ืข ืžื—ืฉื‘ื•ืช , ืื‘ืข ืจ ื“ื ืš ื”ื ื˜ ื–ื™ ืš ืืœ ืฅ ืื•ื™ืกื’ืขืงืขืจ ื˜ ืฉืœืขื›ื˜ .

  • ืฆื™ ื ื™ื˜ ื’ืขื‘ืŸ ื”ืึธื˜_ืกื˜ืึทื ื“ื‘ื™ื™_ืคื™ืขื“ื‘ืึทืงืง? ื™ืึธ, ืขืก ืื™ื– ื ื™ืฉื˜ ืจืขืงืึทืžืขื ื“ื™ื“ ืฆื• ื•ื•ืขื ื“ืŸ ืขืก ืึธืŸ ืกืคึผืขืฆื™ืขืœ ืฉื˜ืึทืจืง ืกื™ื‘ื•ืช. ื•ื•ื™ื™ึทืœ ื“ืขื ื˜ื•ื•ื™ืกื˜ ื’ืœื™ื™ืš ืึทืคืขืงืฅ ื“ื™ ื‘ืขืœ ืกืขืจื•ื•ืขืจ ืื•ืŸ ืกื•ืกืคึผืขื ื“ื– ื“ื™ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ื“ืึธืจื˜. ื“ื•ืจืš ื’ืขื‘ืŸ ืขืก ืื•ื™ืฃ ืขื˜ืœืขื›ืข ืจืขืคึผืœื™ืงืข ืื•ืŸ ืคืึทืจื’ืขืกืŸ ื•ื•ืขื’ืŸ ืขืก, ืื™ืจ ืงืขื ืขืŸ ื˜ื™ื™ื˜ืŸ ื“ื™ ื”ืืจ ืื•ืŸ ื‘ืึทืงื•ืžืขืŸ ื’ืจื•ื™ืก ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ.
  • ืคืึทืจื’ืจืขืกืขืจืŸ max_standby_streaming_delay? ื™ืึธ, ืคึฟืึทืจ ืจื™ืคึผืึธืจืฅ ื“ืึธืก ืื™ื– ืืžืช. ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ืึท ื“ืจื™ื™-ืฉืขื” ื‘ืึทืจื™ื›ื˜ ืื•ืŸ ืื™ืจ ื˜ืึธืŸ ื ื™ืฉื˜ ื•ื•ืขืœืŸ ืฆื• ืงืจืึทืš ืจืขื›ื˜ ืฆื• ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื ืคืœื™ืงื˜, ื ืึธืจ ืคืึทืจื’ืจืขืกืขืจืŸ ื“ื™ ืคืึทืจื”ืึทืœื˜ืŸ. ื ืœืึทื ื’-ื˜ืขืจืžื™ืŸ ื‘ืึทืจื™ื›ื˜ ืงื™ื™ื ืžืึธืœ ืจื™ืงื•ื•ื™ื™ืขืจื– ื“ืึทื˜ืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืื ื’ืขืงื•ืžืขืŸ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืจืขื›ื˜ ืื™ืฆื˜. ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ืขืก ืคึฟืึทืจ ื“ืจื™ื™ ืฉืขื”, ืื™ืจ ืœื•ื™ืคืŸ ืขืก ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืึทืœื˜ ื“ืึทื˜ืŸ ืฆื™ื™ื˜. ืื•ืŸ ืคืืจ ื“ื™ืจ, ืฆื™ ืก'ืื™ื– ื“ื ื ื“ืจื™ื™-ืฉืขื” ืคืืจื”ืืœื˜ื•ื ื’ ืื“ืขืจ ื ื–ืขืงืก-ืฉืขื” ืคืืจืฉืคืขื˜ื™ืงื•ื ื’, ื•ื•ืขื˜ ื ื™ืฉื˜ ืžืื›ืŸ ืงื™ื™ืŸ ื—ื™ืœื•ืง, ืื‘ืขืจ ืื™ืจ ื•ื•ืขื˜ ื‘ืืงื•ืžืขืŸ ืจื™ืคึผืึธืจืฅ ืงืขืกื™ื™ื“ืขืจ ืื•ืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืงื™ื™ืŸ ืคืจืื‘ืœืขืžืขืŸ ืžื™ื˜ ื–ื™ื™ ืคืึทืœืŸ.
  • ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงืึธื ื˜ืจืึธืœื™ืจืŸ ืœืึทื ื’ ืกืขืฉืึทื ื– ืื•ื™ืฃ ืจืขืคึผืœืึทืงืึทื–, ืกืคึผืขืฆื™ืขืœ ืื•ื™ื‘ ืื™ืจ ื‘ืึทืฉืœื™ืกืŸ ืฆื• ื’ืขื‘ืŸ Hot_standby_feedback ืื•ื™ืฃ ืึท ืจืขืคึผืœื™ืงืข. ื•ื•ื™ื™ึทืœ ืึทืœืฅ ืงืขื ืขืŸ ืคึผืึทืกื™ืจืŸ. ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขื’ืขื‘ืŸ ื“ืขื ืจืขืคึผืœื™ืงืข ืฆื• ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืึทื–ื•ื™ ืึทื– ืขืจ ืงืขืŸ ืคึผืจื•ื‘ื™ืจืŸ ื“ื™ ืจื™ืงื•ื•ืขืก. ืขืจ ื”ืื˜ ื’ืขืฉืจื™ื‘ืŸ ื ืžืฉื•ื’ืขื ืข ื‘ืงืฉื”. ืขืจ ืœืึธื ื˜ืฉื˜ ืขืก ืื•ืŸ ื’ืขื’ืื ื’ืขืŸ ืฆื• ื˜ืจื™ื ืงืขืŸ ื˜ื™ื™, ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ื“ื™ ื’ืขื’ืจื™ื ื“ืขื˜ ื”ืืจ. ืึธื“ืขืจ ืืคึฟืฉืจ ืžื™ืจ ืฉื˜ืขืœืŸ ื“ื™ ืื•ืžืจืขื›ื˜ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ืŸ ืขืก. ื“ื™ ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก ื–ืขื ืขืŸ ื•ื•ืขืจื™ื“. ืกืขืฉืึทื ื– ืื•ื™ืฃ ืจืขืคึผืœืึทืงืึทื– ืžื•ื–ืŸ ื–ื™ื™ืŸ ืžืึธื ื™ื˜ืึธืจืขื“ ื•ื•ื™ ืงืขืจืคืึทืœื™ ื•ื•ื™ ืื•ื™ืฃ ื“ื™ ื”ืืจ.
  • ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ืฉื ืขืœ ืื•ืŸ ืœืึทื ื’ ืคึฟืจืื’ืŸ ื•ื•ืขื’ืŸ ืจืขืคึผืœืึทืงืึทื–, ืื™ืŸ ื“ืขื ืคืึทืœ ืขืก ืื™ื– ื‘ืขืกืขืจ ืฆื• ืฉืคึผืึทืœื˜ืŸ ื–ื™ื™ ืฆื• ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ื“ื™ ืžืึทืกืข. ื“ืึธืก ืื™ื– ืึท ืœื™ื ืง ืฆื• streaming_delay. ืคึฟืึทืจ ืฉื ืขืœ ืึธื ืขืก, ื”ืึธื‘ืŸ ืื™ื™ืŸ ืจืขืคึผืœื™ืงืข ืžื™ื˜ ืึท ืงืœื™ื™ืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืึทืจื”ืึทืœื˜ืŸ. ืคึฟืึทืจ ืœืึทื ื’-ืคืœื™ืกื ื“ื™ืง ืจื™ืคึผืึธืจื˜ื™ื ื’ ืจื™ืงื•ื•ืขืก, ื”ืึธื‘ืŸ ืึท ืจืขืคึผืœื™ืงืข ื•ื•ืึธืก ืงืขื ืขืŸ ืคืึทืจื”ืึทืœื˜ืŸ ืžื™ื˜ 6 ืฉืขื” ืึธื“ืขืจ ืึท ื˜ืึธื’. ื“ืึธืก ืื™ื– ืึท ื’ืึธืจ ื ืึธืจืžืึทืœ ืกื™ื˜ื•ืึทืฆื™ืข.

ืžื™ืจ ืขืœื™ืžื™ื ื™ืจืŸ ื“ื™ ืงืึทื ืกืึทืงื•ื•ืขื ืกืึทื– ืื™ืŸ ื“ื™ ื–ืขืœื‘ืข ื•ื•ืขื’:

  • ืžื™ืจ ื’ืขืคึฟื™ื ืขืŸ ื‘ืœืึธื•ื˜ื™ื“ ื˜ื™ืฉืŸ.
  • ืื•ืŸ ืžื™ืจ ืงืึธืžืคึผืจืขืก ืขืก ืžื™ื˜ ื“ื™ ืžืขืจืกื˜ ื‘ืึทืงื•ื•ืขื ื’ืขืฆื™ื™ึทื’ ื•ื•ืึธืก ืื™ื– ืคึผืึทืกื™ืง ืคึฟืึทืจ ืื•ื ื“ื–.

ื“ื™ ืฆื•ื•ื™ื™ื˜ืข ื’ืขืฉื™ื›ื˜ืข ืขื ื“ื™ืงื˜ ื–ื™ืš ื“ืึธ. ืœืึธืžื™ืจ ื’ืฒืŸ ืฆื• ื“ืขืจ ื“ืจื™ื˜ืขืจ ื’ืขืฉื™ื›ื˜ืข.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ื™ืš ื’ืึทื ืฅ ืคึผืจืึธืกื˜ ืคึฟืึทืจ ืื•ื ื“ื– ืื™ืŸ ื•ื•ืึธืก ืžื™ืจ ื˜ืึธืŸ ืžื™ื™ื’ืจื™ื™ืฉืึทืŸ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

  • ืงื™ื™ืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืคึผืจืึธื“ื•ืงื˜ ืื™ื– ื’ืจืึธื•ื™ื ื’. ื“ื™ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ ืคึฟืึทืจ ืขืก ื–ืขื ืขืŸ ื˜ืฉืึทื ื’ื™ื ื’. ืื™ืŸ ืงื™ื™ืŸ ืคืึทืœ, ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืึทื ื˜ื•ื•ื™ืงืœืขืŸ. ืื•ืŸ ืขืก ื›ืึทืคึผืึทื ื– ืึทื– ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ื™ ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ, ื ื™ื™ืžืœื™ ืฆื• ืœื•ื™ืคืŸ ืึท ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืื•ื ื“ื–ืขืจ ืžื™ื™ื’ืจื™ื™ืฉืึทืŸ ืคึฟืึทืจ ื“ื™ ื ื™ื™ึทืข ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ื•ื•ืึธืก ืžื™ืจ ื™ื ื˜ืจืึธื•ื“ื•ืกื˜ ื•ื•ื™ ืึท ื˜ื™ื™ืœ ืคื•ืŸ ืื•ื ื“ื–ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’.
  • ื“ืขืจ ืึทืœื˜ ื“ืึทื˜ืข ืคึฟืึธืจืžืึทื˜ ืื™ื– ื ื™ืฉื˜ ื‘ืึทืคืจื™ื“ื™ืงื ื“ื™ืง. ื–ืืœ ืก ื–ืึธื’ืŸ ืžื™ืจ ืื™ืฆื˜ ื•ื•ืขื ื“ืŸ ืฆื• ื“ื™ ืจื’ืข ื˜ื™ืฉ, ื•ื•ื• ืื™ืš ื”ืึธื‘ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื•ื™ืฃ ื“ื™ ืึทืงืึทื•ื ืฅ. ืื•ืŸ ืœืึธืžื™ืจ ื–ืึธื’ืŸ ืึทื– ื–ื™ื™ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ืจื•ื‘ืœ, ืื•ืŸ ืžื™ืจ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ืคืึทืจื’ืจืขืกืขืจืŸ ื“ื™ ืึทืงื™ืขืจืึทืกื™ ืื•ืŸ ื˜ืึธืŸ ื“ืึธืก ืื™ืŸ ืงืึธืคึผืขืงืงืก. ืื•ืŸ ืคึฟืึทืจ ื“ืขื ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึทื›ืŸ ืึท ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ: ืžืขืจืŸ ื“ื™ ืคืขืœื“ ืžื™ื˜ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืกื•ืžืข ืžื™ื˜ ื“ืขืจื˜.
  • ืื™ืŸ ื”ื™ื™ึทื ื˜ ืก ื•ื•ืขืœื˜, ืžื™ืจ ื ื•ืฆืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื“ ื“ื™ื™ื˜ืึทื‘ื™ื™ืก ื•ื•ืขืจืกื™ืข ืงืึธื ื˜ืจืึธืœ ืžื›ืฉื™ืจื™ื. ืœืืžื™ืจ ื–ืื’ืŸ ืœื™ืงื•ื•ื™ื‘ืึทืกืข. ืžื™ืจ ืจืขื’ื™ืกื˜ืจื™ืจืŸ ืื•ื ื“ื–ืขืจ ืžื™ื’ืจืึทื˜ื™ืึธืŸ ื“ืึธืจื˜. ืžื™ืจ ืคึผืจื•ื‘ื™ืจืŸ ืขืก ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ืคึผืจื•ื‘ื™ืจืŸ ื‘ืึทื–ืข. ืืœืขืก ืื™ื– ื’ื•ื˜. ื“ืขืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื™ื– ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ. ืขืก ื‘ืœืึทืงืก ืึทืจื‘ืขื˜ ืคึฟืึทืจ ืึท ื‘ืฉืขืช, ืึธื‘ืขืจ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ื“ืึทื˜ืŸ. ืื•ืŸ ืžื™ืจ ืงืขื ืขืŸ ืงืึทื˜ืขืจ ื ื™ื™ึท ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืื•ื™ืฃ ื“ืขื. ืึทืœืฅ ืื™ื– ื˜ืขืกื˜ืขื“ ืื•ืŸ ืึธืคึผื’ืขืฉื˜ืขืœื˜. ืืœืฅ ืื™ื– ื‘ืืฉื˜ืขื˜ื™ื’ื˜ ื’ืขื•ื•ืืจืŸ.
  • ืžื™ ืจ ื”ืื‘ ืŸ ื“ื•ืจื›ื’ืขืคื™ืจ ื˜ ืคืœืื  ึพ ื˜ืข ืจ ืืจื‘ืขื˜ , ืื• ืŸ ื’ืขืคื™ืจ ื˜ ืžื™ื’ืจืืฆื™ืข .

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื“ืึธ ืื™ื– ื“ื™ ืžื™ื’ืจืึทื˜ื™ืึธืŸ ืžื™ื˜ ื“ื™ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ืขืจืœืื ื’ื˜ ืื™ืŸ ืคืจืึธื ื˜ ืคื•ืŸ ืื™ืจ. ื–ื™ื ื˜ ื“ืึธืก ื–ืขื ืขืŸ ืžื™ื™ืŸ ื—ืฉื‘ื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ื“ื™ ื˜ืขืœืขืจ ืื™ื– ื’ืขื•ื•ืขืŸ 15 ื’ื™ื’ืื‘ื™ื™ื˜. ืื•ืŸ ื–ื™ื ื˜ ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื™ืขื“ืขืจ ืฉื•ืจื”, ืžื™ืจ ื“ืึทื‘ืึทืœื“ ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ื“ืขื ื˜ื™ืฉ ืžื™ื˜ ื“ื™ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ, ื•ื•ื™ื™ึทืœ ืžื™ืจ ื”ืึธื‘ืŸ ืื™ื‘ืขืจื’ืขืฉืจื™ื‘ืŸ ื™ืขื“ืขืจ ืฉื•ืจื”.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื‘ืขืฉืึทืก ื“ื™ ืžื™ื’ืจืึทื˜ื™ืึธืŸ, ืžื™ืจ ืงืขืŸ ื ื™ืฉื˜ ื˜ืึธืŸ ืขืคึผืขืก ืžื™ื˜ ื“ืขื ื˜ืขืœืขืจ, ื•ื•ื™ื™ึทืœ ืึทืœืข ืจื™ืงื•ื•ืขืก ืฆื• ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ื™ ืจื™ื™ ืื•ืŸ ื’ืขื•ื•ืืจื˜ ื‘ื™ื– ื“ืขื ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื™ื– ื’ืขื•ื•ืขืŸ ื’ืขืขื ื“ื™ืงื˜. ืื‘ืขืจ ื“ืึธ ืื™ืš ื•ื•ื™ืœืŸ ืฆื• ืฆื™ืขืŸ ื“ื™ื™ืŸ ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ึทื˜ ืฆื• ื“ื™ ื ื•ืžืขืจืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืื•ื™ืฃ ื“ื™ ื•ื•ืขืจื˜ื™ืงืึทืœ ืึทืงืก. ืึทื– ืื™ื–, ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื‘ืขื˜ืŸ ืฆื™ื™ื˜ ืื™ื™ื“ืขืจ ืžื™ื’ืจืึทื˜ื™ืึธืŸ ืคื•ืŸ ื•ื•ืขื’ืŸ 5 ืžื™ืœื™ืกืขืงืึทื ื“ื– ืื•ืŸ ื“ื™ ืคึผืจืึทืกืขืกืขืจ ืžืึทืกืข, ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ื‘ืœืึธืง ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืคึฟืึทืจ ืœื™ื™ืขื ืขืŸ ื“ื™ืกืง ื–ื›ึผืจื•ืŸ ืื™ื– ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ 7,5.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืžื™ ืจ ื”ืื‘ ืŸ ื“ื•ืจื›ื’ืขืคื™ืจ ื˜ ื“ ื™ ืžื™ื’ืจืืฆื™ ืข ืื• ืŸ ืฐื™ื“ืข ืจ ื‘ืืงื•ืžืข ืŸ ืคืจืื‘ืœืขืžืขืŸ .

ื“ื™ ืžื™ื’ืจืึทื˜ื™ืึธืŸ ืื™ื– ื’ืขื•ื•ืขืŸ ืžืฆืœื™ื—, ืึธื‘ืขืจ:

  • ื“ื™ ืึทืœื˜ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืื™ืฆื˜ ื ืขืžื˜ ืžืขืจ ืฆื• ืคืึทืจืขื ื“ื™ืงืŸ.
  • ื“ืขืจ ื˜ื™ืฉ ืื™ื– ืฐื™ื“ืขืจ ื’ืขืฐืืงืกืŸ ืื™ืŸ ื’ืจื™ื™ืก.
  • ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ ืื™ื– ื•ื•ื™ื“ืขืจ ื’ืขื•ื•ืืจืŸ ื’ืจืขืกืขืจ ื•ื•ื™ ืคืจื™ืขืจ.
  • ืื•ืŸ, ืคื•ืŸ ืงื•ืจืก, ืžื™ืจ ื–ืขื ืขืŸ ื ืึธืš ื˜ื™ื ื’ืงื™ื ื’ ืžื™ื˜ ื“ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ื•ื•ืึธืก ื’ืขืืจื‘ืขื˜ ื’ืขื–ื•ื ื˜, ืžื™ืจ ื”ืึธื‘ืŸ ื™ืžืคึผืจื•ื•ื•ื“ ืขืก ืึท ื‘ื™ืกืœ.

ืื•ืŸ ื“ืึธืก ืื™ื– ื•ื•ื™ื“ืขืจ ืึท ื‘ืœืึธื˜ืข, ื•ื•ืึธืก ื•ื•ื™ื“ืขืจ ืจื•ื™ื ืก ืื•ื ื“ื–ืขืจ ืœืขื‘ืŸ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ื“ืึธ ืื™ืš ื‘ืึทื•ื•ื™ื™ึทื–ืŸ ืึทื– ื“ื™ ื˜ื™ืฉ, ื•ื•ื™ ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ืฆื•ื•ื™ื™ ืงืึทืกืขืก, ื•ื•ืขื˜ ื ื™ืฉื˜ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฆื• ื–ื™ื™ืŸ ืคืจื™ืขืจื“ื™ืงืŸ ืกื™ื–ืขืก. ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืกืขืจื•ื•ืขืจ ืžืึทืกืข ืกื™ืžื– ืฆื• ื–ื™ื™ืŸ ื˜ื•ื™ื’ืŸ.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ืื•ื™ื‘ ืžื™ืจ ื•ื•ืขื ื“ืŸ ืฆื• ื“ื™ ื˜ื™ืฉ ืžื™ื˜ ืึทืงืึทื•ื ืฅ, ืžื™ืจ ื•ื•ืขืœืŸ ื–ืขืŸ ืึทื– ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื‘ืขื˜ืŸ ืฆื™ื™ื˜ ืื™ื– ื“ืึทื‘ืึทืœื“ ืคึฟืึทืจ ื“ืขื ื˜ื™ืฉ. ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ืคึผืจืึทืกืขืกืขืจ ืื•ืŸ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืฉื•ืจื•ืช ืื•ื™ืกื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ื–ื›ึผืจื•ืŸ ื“ื–ืฉืึทืžืคึผื˜ ื”ืขื›ืขืจ 7,5, ืึธื‘ืขืจ ืื™ื– ื’ืขื•ื•ืขืŸ ื ื™ื“ืขืจื™ืงืขืจ. ืื•ืŸ ืขืก ื“ื–ืฉืึทืžืคึผื˜ 2 ืžืืœ ืื™ืŸ ื“ื™ ืคืึทืœ ืคื•ืŸ ืคึผืจืึทืกืขืกืขืจื–, 1,5 ืžืืœ ืื™ืŸ ื“ื™ ืคืึทืœ ืคื•ืŸ ื‘ืœืึธืง ืึทืคึผืขืจื™ื™ืฉืึทื ื–, ื“"ื” ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื“ืขืจื ื™ื“ืขืจื™ืงื•ื ื’ ืื™ืŸ ืกืขืจื•ื•ืขืจ ืคืึธืจืฉื˜ืขืœื•ื ื’. ืื•ืŸ ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜ - ื“ืขืจื ื™ื“ืขืจื™ืงื•ื ื’ ืคื•ืŸ ื“ื™ ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ ืื•ื ื“ื–ืขืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ. ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ึทื˜, ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืจื•ืคื˜ ืคืืจื‘ืœื™ื‘ืŸ ื‘ืขืขืจืขืš ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืžื“ืจื’ื”.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื–ืึทืš ื“ืึธ ืื™ื– ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ื™ ืฆื• ื˜ืึธืŸ ืึทื–ืึท ืžื™ื™ื’ืจื™ื™ืฉืึทื ื– ืจื™ื›ื˜ื™ืง. ืื•ืŸ ื–ื™ื™ ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ื’ืขื˜ืืŸ. ืžื™ืจ ื˜ืึธืŸ ื“ื™ ืžื™ื™ื’ืจื™ื™ืฉืึทื ื– ื’ืึทื ืฅ ืงืึทื ืกื™ืกื˜ืึทื ื˜ืœื™.

  • ืึทื–ืึท ื’ืจื•ื™ืก ืžื™ื™ื’ืจื™ื™ืฉืึทื ื– ื˜ืึธืŸ ื ื™ื˜ ืคึผืึทืกื™ืจืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ. ื–ื™ื™ ืžื•ื–ืŸ ืฉื˜ืขื ื“ื™ืง ื–ื™ื™ืŸ ืื•ื ื˜ืขืจ ืงืึธื ื˜ืจืึธืœ.
  • ื”ืฉื’ื—ื” ืคื•ืŸ ืึท ื ืึทืœืึทื“ื–ืฉืึทื‘ืึทืœ ืžืขื ื˜ืฉ ืื™ื– ืคืืจืœืื ื’ื˜. ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ืึท DBA ืื™ืŸ ื“ื™ื™ืŸ ืžืึทื ืฉืึทืคึฟื˜, ืœืึธื–ืŸ ื“ื™ DBA ื˜ืึธืŸ ื“ืึธืก. ื“ืึธืก ืื™ื– ื–ื™ื™ืŸ ืึทืจื‘ืขื˜. ืื•ื™ื‘ ื ื™ืฉื˜, ืœืึธื–ืŸ ื“ื™ ืžืขืจืกื˜ ื™ืงืกืคึผื™ืจื™ืึทื ืกื˜ ืžืขื ื˜ืฉ ื˜ืึธืŸ ื“ืึธืก, ื•ื•ืึธืก ื•ื•ื™ื™ืกื˜ ื•ื•ื™ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–.
  • ื ื ื™ื™ึทืข ื“ืึทื˜ืึทื‘ื™ื™ืก ืกื˜ืฉืขืžืึท, ืืคื™ืœื• ืื•ื™ื‘ ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื™ื™ืŸ ื–ื™ื™ึทืœ, ืžื™ืจ ืฉื˜ืขื ื“ื™ืง ื’ืจื™ื™ื˜ืŸ ื–ื™ืš ืื™ืŸ ืกื˜ืึทื’ืขืก, ื“"ื” ืื™ืŸ ืฉื˜ื™ื™ึทื’ืŸ ืื™ื™ื“ืขืจ ื“ื™ ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ืจืึธื•ืœื“ ืื•ื™ืก:
  • ื ื™ื• ืคืขืœื“ืขืจ ื–ืขื ืขืŸ ืฆื•ื’ืขื’ืขื‘ืŸ ืื™ืŸ ื•ื•ืึธืก ืžื™ืจ ื•ื•ืขืœืŸ ืจืขืงืึธืจื“ื™ืจืŸ ื“ื™ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ื“ืึทื˜ืŸ.
  • ืžื™ืจ ืึทืจื™ื‘ืขืจืคื™ืจืŸ ื“ืึทื˜ืŸ ืคื•ืŸ ื“ื™ ืึทืœื˜ ืคืขืœื“ ืฆื• ื“ื™ ื ื™ื™ึท ืคืขืœื“ ืื™ืŸ ืงืœื™ื™ืŸ ื˜ื™ื™ืœืŸ. ืคืืจื•ื•ืืก ื˜ืึธืŸ ืžื™ืจ ื“ืึธืก? ืคื™ืจืกื˜ืœื™, ืžื™ืจ ืฉื˜ืขื ื“ื™ืง ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื“ืขื ืคึผืจืึธืฆืขืก ืคื•ืŸ ื“ืขื ืคึผืจืึธืฆืขืก. ืžื™ืจ ื•ื•ื™ืกืŸ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื˜ืจืึทื ืกืคืขืจื“ ืึทื–ื•ื™ ืคื™ืœืข ื‘ืึทื˜ืฉืึทื– ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึทื–ื•ื™ ืคื™ืœืข ืœื™ื ืงืก.
  • ืื•ืŸ ื“ื™ ืฆื•ื•ื™ื™ื˜ืข positive ื•ื•ื™ืจืงื•ื ื’ ืื™ื– ืึทื– ืฆื•ื•ื™ืฉืŸ ื™ืขื“ืขืจ ืึทื–ืึท ืคึผืขืงืœ ืžื™ืจ ืคืึทืจืžืึทื›ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืขืคืขื ืขืŸ ืึท ื ื™ื™ึท ืื™ื™ื ืขืจ, ืื•ืŸ ื“ืึธืก ืึทืœืึทื•ื– ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืฆื• ืึทืจื‘ืขื˜ืŸ ืœื•ื™ื˜ ื“ื™ ื˜ืขืœืขืจ, ืฆื™ื™ื›ืŸ ื˜ื•ื™ื˜ ืฉื•ืจื•ืช ืคึฟืึทืจ ืจื™ื ื•ืกืข.
  • ืคึฟืึทืจ ื“ื™ ืฉื•ืจื•ืช ื•ื•ืึธืก ื•ื•ืขื˜ ื“ืขืจืฉื™ื™ึทื ืขืŸ ื•ื•ืขืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ืคืœื™ืกื ื“ื™ืง (ืžื™ืจ ื ืึธืš ื”ืึธื‘ืŸ ื“ื™ ืึทืœื˜ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืœื™ืกื ื“ื™ืง), ืžื™ืจ ืœื™ื™ื’ืŸ ืึท ืฆื™ื ื’ืœ ื•ื•ืึธืก ืฉืจื™ื™ื‘ื˜ ื ื™ื™ึทืข ื•ื•ืึทืœื•ืขืก ืฆื• ื ื™ื™ึทืข ืคืขืœื“ืขืจ. ืื™ืŸ ืื•ื ื“ื–ืขืจ ืคืึทืœ, ื“ืึธืก ืื™ื– ืงื™ื™ืคืœ ืžื™ื˜ ื”ื•ื ื“ืขืจื˜ ืคื•ืŸ ื“ื™ ืึทืœื˜ ื•ื•ืขืจื˜.
  • ืื•ื™ื‘ ืžื™ืจ ื–ืขื ืขืŸ ื’ืึธืจ ืคืึทืจื‘ื™ืกืŸ ืื•ืŸ ื•ื•ื™ืœืŸ ื“ื™ ื–ืขืœื‘ืข ืคืขืœื“, ื ืึธืš ืงืึทืžืคึผืœื™ืฉืึทืŸ ืคื•ืŸ ืึทืœืข ืžื™ื™ื’ืจื™ื™ืฉืึทื ื– ืื•ืŸ ืื™ื™ื“ืขืจ ืจืึธื•ืœื™ื ื’ ืึท ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ืžื™ืจ ืคืฉื•ื˜ ืจืขื ืึทืžืข ื“ื™ ืคืขืœื“ืขืจ. ื“ื™ ืึทืœื˜ืข ื–ืขื ืขืŸ ื’ืขื’ืขื‘ืŸ ืขื˜ืœืขื›ืข ื™ื ื•ื•ืขื ื˜ื™ื“ ื ืึธืžืขืŸ, ืื•ืŸ ื“ื™ ื ื™ื™ึท ืคืขืœื“ืขืจ ื–ืขื ืขืŸ ืจื™ื ื™ื™ืžื“ ืฆื• ื“ื™ ืึทืœื˜ ืึธื ืขืก.
  • ืื•ืŸ ื‘ืœื•ื™ื– ื ืึธืš ื“ืขื, ืžื™ืจ ืงืึทื˜ืขืจ ืึท ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ.

ืื•ืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ึทื˜ ืžื™ืจ ื•ื•ืขืœืŸ ื ื™ืฉื˜ ื‘ืึทืงื•ืžืขืŸ ืึท ื‘ืœืึธื•ื˜ ืื•ืŸ ื•ื•ืขื˜ ื ื™ืฉื˜ ืœื™ื™ึทื“ืŸ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืคืึธืจืฉื˜ืขืœื•ื ื’.

ื“ืึธ ืขื ื“ื™ืงื˜ ื–ื™ืš ื“ื™ ื“ืจื™ื˜ืข ื’ืขืฉื™ื›ื˜ืข.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

https://github.com/dataegret/pg-utils/blob/master/sql/table_bloat.sql

https://github.com/dataegret/pg-utils/blob/master/sql/table_bloat_approx.sql

ืื•ืŸ ืื™ืฆื˜ ืึท ื‘ื™ืกืœ ืžืขืจ ื“ืขื˜ืึทืœ ื•ื•ืขื’ืŸ ื“ื™ ืžื›ืฉื™ืจื™ื ื•ื•ืึธืก ืื™ืš ื“ืขืจืžืื ื˜ ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื’ืขืฉื™ื›ื˜ืข.

ืื™ื™ื“ืขืจ ืื™ืจ ื–ื•ื›ื˜ ืคึฟืึทืจ ื‘ืœืึธืึทื˜, ืื™ืจ ืžื•ื–ืŸ ื™ื ืกื˜ืึทืœื™ืจืŸ ื“ื™ ืคืึทืจืœืขื ื’ืขืจื•ื ื’ pgstattuple.

ืึทื–ื•ื™ ืึทื– ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืฆื• ืงื•ืžืขืŸ ืึทืจื•ื™ืฃ ืžื™ื˜ ืคึฟืจืื’ืŸ, ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ื“ื™ ืคึฟืจืื’ืŸ ืื™ืŸ ืื•ื ื“ื–ืขืจ ืึทืจื‘ืขื˜. ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื–ื™ื™. ืขืก ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ืจื™ืงื•ื•ืขืก ื“ืึธ.

  • ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื™ื ืขืจ ื ืขืžื˜ ื’ืึทื ืฅ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜ ืฆื• ืึทืจื‘ืขื˜ืŸ, ืึธื‘ืขืจ ืขืก ื•ื•ืขื˜ ื•ื•ื™ื™ึทื–ืŸ ืื™ืจ ื“ื™ ืคึผื™ื ื˜ืœืขืš ื‘ืœืึธื•ื˜ื™ื ื’ ื•ื•ืึทืœื•ืขืก ืคื•ืŸ ื“ื™ ื˜ื™ืฉ.
  • ื“ื™ ืฆื•ื•ื™ื™ื˜ืข ืึทืจื‘ืขื˜ ืฉื ืขืœืขืจ ืื•ืŸ ืื™ื– ื–ื™ื™ืขืจ ืขืคืขืงื˜ื™ื•ื• ื•ื•ืขืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื’ืขืฉื•ื•ื™ื ื“ ืึทืกืกืขืกืก ืฆื™ ืขืก ืื™ื– ืึท ื‘ืœืึธื•ื˜ ืึธื“ืขืจ ื ื™ืฉื˜ ืœื•ื™ื˜ ื“ื™ ื˜ื™ืฉ. ืื•ืŸ ืื™ืจ ื–ืึธืœ ืื•ื™ืš ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ื‘ืœืึธื•ื˜ ืื™ื– ืฉื˜ืขื ื“ื™ืง ืคืึธืจืฉื˜ืขืœืŸ ืื™ืŸ ืึท Postgres ื˜ื™ืฉ. ื“ืึธืก ืื™ื– ืึท ืฉื˜ืจื™ืš ืคื•ืŸ ื–ื™ื™ืŸ MVCC ืžืึธื“ืขืœ.
  • ืื•ืŸ 20% ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ื– ื ืึธืจืžืึทืœ ืคึฟืึทืจ ื˜ื™ืฉืŸ ืื™ืŸ ืจื•ื‘ึฟ ืงืึทืกืขืก. ืึทื– ืื™ื–, ืื™ืจ ื–ืึธืœ ื ื™ืฉื˜ ื–ืึธืจื’ ืื•ืŸ ืงืึธืžืคึผืจืขืก ื“ืขื ื˜ื™ืฉ.

ืžื™ืจ ืคื™ื’ื™ืขืจื“ ืื•ื™ืก ื•ื•ื™ ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื˜ื™ืฉืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ื’ืขืฉื•ื•ืึธืœืŸ ืžื™ื˜ ืึทืจื•ื™ืกื’ืขื•ื•ืึธืจืคืŸ ื“ืึทื˜ืŸ.

ืื™ืฆื˜ ื•ื•ืขื’ืŸ ื•ื•ื™ ืฆื• ืคืึทืจืจื™ื›ื˜ืŸ ื‘ืœืึธื•ื˜ื™ื ื’:

  • ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืงืœื™ื™ืŸ ื˜ืึทื‘ืœืขื˜ ืื•ืŸ ื’ื•ื˜ ื“ื™ืกืงืก, ื“ืึธืก ืื™ื–, ืื•ื™ืฃ ืึท ื˜ืึทื‘ืœืขื˜ ืึทืจื•ื™ืฃ ืฆื• ืึท ื’ื™ื’ืื‘ื™ื™ื˜, ืขืก ืื™ื– ื’ืึทื ืฅ ืžืขื’ืœืขืš ืฆื• ื ื•ืฆืŸ ื•ื•ืึทืงื•ื•ื ืคื•ืœ. ืขืจ ื•ื•ืขื˜ ื ืขืžืขืŸ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก ืคื•ืŸ ืื™ืจ ืื•ื™ืฃ ื“ื™ ื˜ื™ืฉ ืคึฟืึทืจ ืึท ื‘ื™ืกืœ ืกืขืงื•ื ื“ืขืก ืื•ืŸ ืึธื•ืงื™ื™, ืึธื‘ืขืจ ืขืจ ื•ื•ืขื˜ ื˜ืึธืŸ ืึทืœืฅ ื’ืขืฉื•ื•ื™ื ื“ ืื•ืŸ ื”ืึทืจื‘. ื•ื•ืึธืก ื˜ื•ื˜ VACUUM FULL ื˜ืึธืŸ? ืขืก ื ืขืžื˜ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก ืื•ื™ืฃ ื“ื™ ื˜ื™ืฉ ืื•ืŸ ืจื™ืจื™ื™ื˜ ืœืขื‘ืŸ ืจืึธื•ื– ืคื•ืŸ ื“ื™ ืึทืœื˜ ื˜ื™ืฉืŸ ืื™ืŸ ื“ื™ ื ื™ื™ึทืข ื˜ื™ืฉ. ืื•ืŸ ืื™ืŸ ื“ื™ ืกื•ืฃ ืขืจ ืจื™ืคึผืœื™ื™ืกื˜ ื–ื™ื™. ืขืก ื“ื™ืœื™ืฅ ืึทืœื˜ ื˜ืขืงืขืก ืื•ืŸ ืจื™ืคึผืœื™ื™ืกื™ื– ื“ื™ ืึทืœื˜ ืžื™ื˜ ื ื™ื™ึทืข. ืื‘ืขืจ ืคึฟืึทืจ ื“ืขืจ ื’ืขื“ื•ื™ืขืจ ืคื•ืŸ ื–ื™ื™ึทืŸ ืึทืจื‘ืขื˜, ืขืก ื ืขืžื˜ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก ืื•ื™ืฃ ื“ื™ ื˜ื™ืฉ. ื“ืึธืก ืžื™ื™ื ื˜ ืึทื– ืื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ื˜ืึธืŸ ืขืคึผืขืก ืžื™ื˜ ื“ืขื ื˜ื™ืฉ: ื ื™ื˜ ืฉืจื™ื™ึทื‘ืŸ ืฆื• ืื™ื, ื ื™ื˜ ืœื™ื™ืขื ืขืŸ ืื™ืŸ ืขืก, ืื“ืขืจ ืžืึธื“ื™ืคื™ืฆื™ืจืŸ ืขืก. ืื•ืŸ ื•ื•ืึทืงื•ื•ื ืคื•ืœ ืจื™ืงื•ื•ื™ื™ืขืจื– ื ืึธืš ื“ื™ืกืง ืคึผืœืึทืฅ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ื“ืึทื˜ืŸ.
  • ื•ื•ื™ื™ึทื˜ืขืจ ื’ืขืฆื™ื™ึทื’ pg_repack. ืื™ืŸ ื–ื™ื™ืŸ ืคึผืจื™ื ืฆื™ืคึผ, ืขืก ืื™ื– ื–ื™ื™ืขืจ ืขื ืœืขืš ืฆื• VACUUM FULL, ื•ื•ื™ื™ึทืœ ืขืก ืื•ื™ืš ืจื™ืจื™ื™ื˜ ื“ืึทื˜ืŸ ืคื•ืŸ ืึทืœื˜ ื˜ืขืงืขืก ืฆื• ื ื™ื™ึทืข ืื•ืŸ ืจื™ืคึผืœื™ื™ืกื™ื– ื–ื™ื™ ืื™ืŸ ื“ื™ ื˜ื™ืฉ. ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ื ืขืžืขืŸ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก ืื•ื™ืฃ ื“ื™ ื˜ื™ืฉ ืื™ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื–ื™ื™ืŸ ืึทืจื‘ืขื˜, ืึธื‘ืขืจ ืขืก ื ืขืžื˜ ื‘ืœื•ื™ื– ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜ ื•ื•ืขืŸ ืขืก ื”ืื˜ ืฉื•ื™ืŸ ื’ืจื™ื™ื˜ ื“ืึทื˜ืŸ ืฆื• ืคืึทืจื‘ื™ื™ึทื˜ืŸ ื“ื™ ื˜ืขืงืขืก. ื–ื™ื™ึทืŸ ื“ื™ืกืง ืžื™ื˜ืœ ืจืขืงื•ื•ื™ืจืขืžืขื ืฅ ื–ืขื ืขืŸ ืขื ืœืขืš ืฆื• ื“ื™ ืคื•ืŸ VACUUM FULL. ืื™ืจ ื“ืึทืจืคึฟืŸ ื ืึธืš ื“ื™ืกืง ืคึผืœืึทืฅ, ืื•ืŸ ื“ืึธืก ืื™ื– ืžืืœ ืงืจื™ื˜ื™ืฉ ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ื˜ืขืจืึทื‘ื™ื˜ืข ื˜ื™ืฉืŸ. ืื•ืŸ ืขืก ืื™ื– ื’ืึทื ืฅ ืคึผืจืึทืกืขืกืขืจ-ื”ื•ื ื’ืขืจื™ืง ื•ื•ื™ื™ึทืœ ืขืก ืึทืงื˜ื™ื•ื•ืœื™ ืึทืจื‘ืขื˜ ืžื™ื˜ ืื™ืš / ืึธ.
  • ื“ื™ ื“ืจื™ื˜ ื ื•ืฆืŸ ืื™ื– pgcompacttable. ืขืก ืื™ื– ืžืขืจ ืึธืคึผื’ืขื”ื™ื˜ ืžื™ื˜ ืจืขืกื•ืจืกืŸ ื•ื•ื™ื™ึทืœ ืขืก ืึทืจื‘ืขื˜ ืœื•ื™ื˜ ืึท ื‘ื™ืกืœ ืคืึทืจืฉื™ื“ืขื ืข ืคึผืจื™ื ืกืึทืคึผืึทืœื–. ื“ืขืจ ื”ื•ื™ืคึผื˜ ื’ืขื“ืึทื ืง ืคื•ืŸ pgcompacttable ืื™ื– ืึทื– ืขืก ื‘ืื•ื•ืขื’ื˜ ืึทืœืข ืœืขื‘ืŸ ืจืึธื•ื– ืฆื• ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื“ื™ ื˜ื™ืฉ ืžื™ื˜ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ. ืื•ืŸ ื“ืขืžืึธืœื˜ ืขืก ืœื•ื™ืคื˜ ืึท ื•ื•ืึทืงื•ื•ื ืื•ื™ืฃ ื“ืขื ื˜ื™ืฉ, ื•ื•ื™ื™ึทืœ ืžื™ืจ ื•ื•ื™ืกืŸ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืœืขื‘ืŸ ืจืึธื•ื– ืื™ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืื•ืŸ ื˜ื•ื™ื˜ ืจืึธื•ื– ืื™ืŸ ื“ื™ ืกื•ืฃ. ืื•ืŸ ื“ื™ ื•ื•ืึทืงื•ื•ื ื–ื™ืš ืฉื ื™ื™ึทื“ืŸ ืึทื•ื•ืขืง ื“ืขื ืขืง, ื“"ื” ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ื“ืึทืจืคืŸ ืคื™ืœ ื ืึธืš ื“ื™ืกืง ืคึผืœืึทืฅ. ืื•ืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ืขืก ืงืขื ืขืŸ ื ืึธืš ื–ื™ื™ืŸ ืกืงื•ื•ื™ื–ื“ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืจืขืกื•ืจืกืŸ.

ืึทืœืฅ ืžื™ื˜ ืžื›ืฉื™ืจื™ื.

ื˜ื™ืคึผื™ืฉ ืขืจืจืึธืจืก ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ื‘ืœืึธื•ื˜ื™ื ื’ ืื™ืŸ Postgresql. ืึทื ื“ืจื™ื™ ืกืึทืœื ื™ืงืึธื•ื•

ืื•ื™ื‘ ืื™ืจ ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ื‘ืœืึธืึทื˜ ื˜ืขืžืข ื˜ืฉื™ืงืึทื•ื•ืข ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื“ืขืœื•ื•ื™ื ื’ ื•ื•ื™ื™ึทื˜ืขืจ ื™ืŸ, ื“ืึธ ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ื ื•ืฆื™ืง ืœื™ื ืงืก:

  • https://www.slideshare.net/alexius2Mb/where-is-the-space-postgres - ื“ืึธืก ืื™ื– ืึท ื‘ืึทืจื™ื›ื˜ ืคื•ืŸ ืžื™ื™ืŸ ืงืึธืœืขื’ืข. ื“ืึธืก ืื™ื– ืึทืœื’ืขืžื™ื™ืŸ ื•ื•ืขื’ืŸ ื“ื™ ืคึผืœืึทืฅ ืคื•ืŸ Postgres ื‘ืขืฉืึทืก ื–ื™ื™ืŸ ืึทืจื‘ืขื˜ ืื•ืŸ ืœืขื‘ืŸ. ืื•ืŸ ืขืก ืื™ื– ืึท ื–ื™ื™ืขืจ ื’ืจื•ื™ืก ืื•ืŸ ื“ื™ื˜ื™ื™ืœื“ ื˜ืขื›ื ื™ืฉ ืฉื˜ื™ืง ืคึฟืึทืจ ื“ื™ื™ื˜ืึทื‘ื™ื™ืก ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก ื•ื•ืขื’ืŸ ื‘ืœืึธื•ื˜ื™ื ื’.
  • https://github.com/dataegret/pg-utils - ื“ืึธืก ืื™ื– ืึท ืœื™ื ืง ืฆื• ืื•ื ื“ื–ืขืจ ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™, ื•ื•ื• ืžื™ืจ ืงืจืึธื ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื ื•ืฆื™ืง ืกืงืจื™ืคึผืก ืคึฟืึทืจ ืงืึธื ื˜ืจืึธืœื™ืจื•ื ื’ ื“ื™ ืฉื˜ืึทื˜ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก. ื“ืึธืจื˜ ืื™ืจ ืงืขื ืขืŸ ื’ืขืคึฟื™ื ืขืŸ ืกืงืจื™ืคึผืก ืฆื• ื–ื•ื›ืŸ ืคึฟืึทืจ ื‘ืœืึธืึทื˜.
  • ื“ืจื™ื˜ ะธ ืคืขืจื˜ ืœื™ื ืงืก ืฆื• ืžื›ืฉื™ืจื™ื ื•ื•ืึธืก ื•ื•ืขื˜ ื”ืขืœืคึฟืŸ ืื™ืจ ื™ื™ึทื ืฉืจื•ืžืคึผืŸ ื•ื•ืื•ื ื“ืขืจ.
  • http://blog.dataegret.com/2Mb018/03/postgresql-bloatbusters.html - ื“ืึธืก ืื™ื– ืึท ืคึผืึธืกื˜ืŸ ืคื•ืŸ ืžื™ื™ืŸ ืงืึธืœืขื’ืข. ื“ืึธืจื˜ ืขืจ ื’ืึทื ืฅ ืขืžืขืก ืื•ืŸ ื˜ืขืงื ื™ืงืœื™ ืึทื ืึทืœื™ื–ืขืก ื‘ืœืึธืึทื˜ ืื™ืŸ ื“ืขื˜ืึทืœ ืื•ื™ืฃ ืึท ืžื“ืจื’ื” ื ืึธืขื ื˜ ืฆื• ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก.

ืื™ืš ื’ืขืคืจื•ื•ื•ื˜ ืžืขืจ ืฆื• ื•ื•ื™ื™ึทื–ืŸ ืึท ื’ืจื•ื™ืœ ื’ืขืฉื™ื›ื˜ืข ืคึฟืึทืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก, ื•ื•ื™ื™ึทืœ ื–ื™ื™ ื–ืขื ืขืŸ ืื•ื ื“ื–ืขืจ ื“ื™ืจืขืงื˜ ืงืœื™ื™ืึทื ืฅ ืคื•ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ืื•ืŸ ืžื•ื–ืŸ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืื•ืŸ ื•ื•ืึธืก ืึทืงืฉืึทื ื– ืคื™ืจืŸ ืฆื•. ืื™ืš ื”ืืฃ ืื™ืš ื‘ื™ืŸ ื’ืขืจืึธื˜ืŸ. ื“ืื ืง ืื™ืจ ืคึฟืึทืจ ื“ื™ื™ืŸ ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ึทื˜!

ืฉืืœื•ืช

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืจ ื”ืึธื˜ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื•ื•ื™ ืื™ืจ ืงืขื ืขืŸ ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืคึผืจืึธื‘ืœืขืžืก. ื•ื•ื™ืื–ื•ื™ ืงืขืŸ ืžืขืŸ ื–ื™ื™ ื•ื•ืึธืจืขื ืขืŸ? ืึทื– ืื™ื–, ืื™ืš ื’ืขื”ืื˜ ืึท ืกื™ื˜ื•ืึทืฆื™ืข ื•ื•ื• ืจื™ืงื•ื•ืขืก ื’ืขื”ืื ื’ืขืŸ ื ื™ื˜ ื‘ืœื•ื™ื– ื•ื•ื™ื™ึทืœ ื–ื™ื™ ืึทืงืกืขืกื˜ ืขื˜ืœืขื›ืข ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื‘ืึทื“ื™ื ื•ื ื’ืก. ื“ื ื ื–ืฒื ืข ืŸ ื ื ืจ ื’ืขืฐืข ืŸ ืขื˜ืœืขื› ืข ืฐื™ืœื“ ืข ืคืืจื–ืืžืœื•ื ื’ืขืŸ . ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืขื˜ืœืขื›ืข ืงืœื™ื™ื ื˜ืฉื™ืง, ื•ืžืฉืขื“ืœืขืš ืจื™ืงื•ื•ืขืก ื•ื•ืึธืก ื’ืขื”ืื ื’ืขืŸ ืึทืจื•ื ืคึฟืึทืจ ืึท ื˜ืึธื’, ืื•ืŸ ื“ืขืžืึธืœื˜ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื˜ืึธืŸ ืขืคึผืขืก ื•ืžื–ื™ืŸ. ื“ืึธืก ืื™ื–, ื–ื™ื™ืขืจ ืขื ืœืขืš ืฆื• ื•ื•ืึธืก ืื™ืจ ื‘ืึทืฉืจื™ื™ึทื‘ืŸ. ื•ื•ื™ ืฆื• ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื“ืขื? ื–ื™ืฆืŸ ืื•ืŸ ืงืขืกื™ื™ื“ืขืจ ื”ื™ื˜ืŸ ื•ื•ืึธืก ื‘ืงืฉื” ืื™ื– ืกื˜ืึทืง? ื•ื•ื™ ืึทื–ื•ื™ ืงืขืŸ ืžืขืŸ ื“ืึธืก ืคืึทืจื”ื™ื˜ืŸ?

ืื™ืŸ ื“ืขื ืคืึทืœ, ื“ืึธืก ืื™ื– ืึท ืึทืจื‘ืขื˜ ืคึฟืึทืจ ื“ื™ ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก ืคื•ืŸ ื“ื™ื™ืŸ ืคื™ืจืžืข, ื ื™ื˜ ื“ืึทื•ื•ืงืข ืคึฟืึทืจ ื“ื™ ื“ื‘ืึท.

ืื™ืš ื‘ื™ืŸ ืึท ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจ.

PostgreSQL ื”ืื˜ ืึท ืžื™ื™ื ื•ื ื’ ื’ืขืจื•ืคืŸ pg_stat_activity ื•ื•ืึธืก ื•ื•ื™ื™ึทื–ืŸ ื“ืึทื ื’ื’ื™ื ื’ ืคึฟืจืื’ืŸ. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ื™ ืœืึทื ื’ ืขืก ื›ืึทื ื’ื– ื“ืึธืจื˜.

ืฆื™ ืื™ืš ืžื•ื–ืŸ ืงื•ืžืขืŸ ืื™ืŸ ืื•ืŸ ืงื•ืง ื™ืขื“ืขืจ 5 ืžื™ื ื•ื˜?

ืฉื˜ืขืœืŸ ืึทืจื•ื™ืฃ Cron ืื•ืŸ ื˜ืฉืขืง. ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ืึท ืœืึทื ื’-ื˜ืขืจืžื™ืŸ ื‘ืงืฉื”, ืฉืจื™ื™ึทื‘ืŸ ืึท ื‘ืจื™ื•ื• ืื•ืŸ ื“ืึธืก ืื™ื– ืขืก. ืึทื– ืื™ื–, ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื“ืึทืจืคึฟืŸ ืฆื• ืงื•ืงืŸ ืžื™ื˜ ื“ื™ื™ืŸ ืื•ื™ื’ืŸ, ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื“. ืื™ืจ ื•ื•ืขื˜ ื‘ืึทืงื•ืžืขืŸ ืึท ื‘ืจื™ื•ื•, ืื™ืจ ืจืขืึทื’ื™ืจืŸ ืื•ื™ืฃ ืื™ื. ืึธื“ืขืจ ืื™ืจ ืงืขื ืขืŸ ื“ืจื™ื™ืขืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ.

ื–ืขื ืขืŸ ืขืก ืงื™ื™ืŸ ืงืœืึธืจ ื•ื•ื™ ื“ืขืจ ื˜ืึธื’ ืกื™ื‘ื•ืช ื•ื•ืึธืก ื“ืึธืก ื›ืึทืคึผืึทื ื–?

ืื™ืš ื”ืึธื‘ืŸ ืœื™ืกื˜ืขื“ ืขื˜ืœืขื›ืข. ืื ื“ืขืจืข ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ื‘ื™ื™ืฉืคื™ืœืŸ. ืื•ืŸ ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืึท ืฉืžื•ืขืก ืคึฟืึทืจ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืš ื’ืขื•ื•ืืœื˜ ืฆื• ื“ืขืจืงืœืขืจืŸ ื•ื•ืขื’ืŸ ื“ื™ pg_repack ื ื•ืฆืŸ. ืื•ื™ื‘ ื–ื™ ื˜ื•ื˜ ื ื™ืฉื˜ ืžืึทื›ืŸ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก, ื“ืขืžืึธืœื˜ ...

ื–ื™ ื˜ื•ื˜ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก.

... ื“ืขืžืึธืœื˜ ืื™ืš ืงืขืŸ ืคึผืึทื˜ืขื ื˜ืฉืึทืœื™ ืคืึทืจืœื™ืจืŸ ื“ืึทื˜ืŸ. ื–ืึธืœ ืžื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื ื™ืฉื˜ ืจืขืงืึธืจื“ื™ืจืŸ ืขืคึผืขืก ืื™ืŸ ื“ืขื ืฆื™ื™ื˜?

ื ื™ื™ืŸ, ืขืก ืึทืจื‘ืขื˜ ืกืžื•ื“ืœื™ ืžื™ื˜ ื“ื™ ื˜ื™ืฉ, ื“"ื” pg_repack ืขืจืฉื˜ืขืจ ื˜ืจืึทื ืกืคืขืจืก ืึทืœืข ื“ื™ ืœืขื‘ืŸ ืฉื•ืจื•ืช ื•ื•ืึธืก ืขืงืกื™ืกื˜ื™ืจืŸ. ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš, ืึท ืžื™ืŸ ืคื•ืŸ ืึทืจื™ื™ึทื ื˜ืจืขื˜ืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ ืึทืงืขืจื– ื“ืึธืจื˜. ืขืจ ืก ื ืึธืจ ื•ื•ืึทืจืคืŸ ื“ืขื ืคึผืึธื ื™ื˜ืึทื™ืœ ืื•ื™ืก.

ื“ืึธืก ื”ื™ื™ืกื˜, ืขืจ ื˜ื•ื˜ ืขืก ื˜ืึทืงืข ืื™ืŸ ื“ื™ ืกื•ืฃ?

ืื™ืŸ ื“ื™ ืกื•ืฃ, ืขืจ ื ืขืžื˜ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก ืฆื• ื•ื™ืกื‘ื™ื™ึทื˜ืŸ ื“ื™ ื˜ืขืงืขืก.

ื•ื•ืขื˜ ืขืก ื–ื™ื™ืŸ ืคืึทืกื˜ืขืจ ื•ื•ื™ ื•ื•ืึทืงื•ื•ื ืคื•ืœ?

ื•ื•ืึทืงื•ื•ื ืคื•ืœ, ื•ื•ื™ ื‘ืึทืœื“ ื•ื•ื™ ืขืก ืกื˜ืึทืจื˜ืขื“, ืžื™ื“ ื’ืขื ื•ืžืขืŸ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก. ืื•ืŸ ื‘ื™ื– ืขืจ ื˜ื•ื˜ ืึทืœืฅ, ื•ื•ืขื˜ ืขืจ ื–ื™ ื ื™ืฉื˜ ืœืึธื–ืŸ ื’ื™ื™ืŸ. ืื•ืŸ pg_repack ื ืขืžื˜ ืึท ื•ื™ืกืฉืœื™ืกื™ืง ืฉืœืึธืก ื‘ืœื•ื™ื– ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜ ืคื•ืŸ ื˜ืขืงืข ืคืึทืจื‘ื™ื™ึทื˜. ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜ ืื™ืจ ื•ื•ืขื˜ ื ื™ืฉื˜ ืฉืจื™ื™ึทื‘ืŸ ื“ืึธืจื˜, ืึธื‘ืขืจ ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ืคืึทืจืคืึทืœืŸ, ืึทืœืฅ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ื•ื˜.

ื”ืขืœื! ืื™ืจ ื”ืึธื˜ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื“ื™ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืึท ื•ื•ืึทืงื•ื•ื ื•ื•ืึทืงื•ื•ื. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื’ืจืึทืคื™ืง ืžื™ื˜ ืจื•ื™ื˜, ื’ืขืœ ืื•ืŸ ื’ืจื™ืŸ ืจืขืงืึธืจื“ื™ื ื’ ืกืขืœื–. ื“ืึธืก ื”ื™ื™ืกื˜, ื’ืขืœืข โ€” ื”ืึธื˜ ืขืจ ื–ื™ื™ ืึธืคึผื’ืขืฆื™ื™ื›ื ื˜ ื•ื•ื™ ืื•ื™ืกื’ืขืžืขืงื˜. ืื•ืŸ ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืขืคึผืขืก ื ื™ื™ึท ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ืื™ืŸ ื–ื™ื™?

ื™ื. Postgres ื˜ื•ื˜ ื ื™ืฉื˜ ื•ื™ืกืžืขืงืŸ ืฉื•ืจื•ืช. ืขืจ ื”ืื˜ ืึทื–ืึท ืึท ืกืคึผืขืฆื™ืคึฟื™ืฉืงื™ื™ื˜. ืื•ื™ื‘ ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ืึท ืฉื•ืจื”, ืžื™ืจ ืื ื’ืขืฆื™ื™ื›ื ื˜ ื“ื™ ืึทืœื˜ ื•ื•ื™ ืื•ื™ืกื’ืขืžืขืงื˜. ื“ืขืจ ืฉื™ื™ึทืŸ ืคื•ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืึธืก ื˜ืฉื™ื™ื ื“ื–ืฉื“ ื“ืขื ืฉื•ืจื” ืื™ื– ื“ืึธืจื˜, ืื•ืŸ ืžื™ืจ ืฉืจื™ื™ึทื‘ืŸ ืึท ื ื™ื™ึทืข ืฉื•ืจื”. ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืกืขืฉืึทื ื– ื•ื•ืึธืก ืงืขื ืขืŸ ืคึผืึทื˜ืขื ื˜ืฉืึทืœื™ ืœื™ื™ืขื ืขืŸ ื–ื™ื™. ืื™ืŸ ืขื˜ืœืขื›ืข ืคื•ื ื˜ ื–ื™ื™ ื•ื•ืขืจืŸ ื’ืึทื ืฅ ืึทืœื˜. ืื•ืŸ ื“ื™ ืขืกืึทื ืก ืคื•ืŸ ื•ื•ื™ ื“ื™ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืึทืจื‘ืขื˜ ืื™ื– ืึทื– ืขืก ื’ื™ื™ื˜ ื“ื•ืจืš ื“ื™ ืฉื•ืจื•ืช ืื•ืŸ ืžืึทืจืงืก ื–ื™ื™ ื•ื•ื™ ื•ืžื ื™ื™ื˜ื™ืง. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ืึธื•ื•ื•ืขืจืจื™ื™ื˜ ื“ืึทื˜ืŸ ื“ืึธืจื˜.

ืื™ืš ืคืืจืฉื˜ื™ื™. ืึธื‘ืขืจ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื•ื•ืึธืก ื“ื™ ืงืฉื™ื ืื™ื– ื•ื•ืขื’ืŸ. ืื™ืš ื”ืื‘ ื ื™ืฉื˜ ื’ืขืขื ื“ื™ื’ื˜. ืœืืžื™ืจ ืื ื ืขืžืขืŸ ืื– ืžื™ืจ ื”ืื‘ืŸ ื ื˜ื™ืฉ. ืขืก ื”ืื˜ ืคืขืœื“ืขืจ ืคื•ืŸ ื‘ื™ื™ึทื˜ืขื•ื•ื“ื™ืง ื’ืจื™ื™ืก. ืื•ืŸ ืื•ื™ื‘ ืื™ืš ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืึทืจื™ื™ึทื ืœื™ื™ื’ืŸ ืขืคึผืขืก ื ื™ื™ึท, ืขืก ืงืขืŸ ืคืฉื•ื˜ ื ื™ืฉื˜ ืคึผืึทืกื™ืง ืื™ืŸ ื“ื™ ืึทืœื˜ ืฆืขืœ.

ื ื™ื™ืŸ, ืื™ืŸ ืงื™ื™ืŸ ืคืึทืœ ื“ื™ ื’ืื ืฆืข ืฉื•ืจื” ืื™ื– ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ื“ืึธืจื˜. Postgres ื”ืื˜ ืฆื•ื•ื™ื™ ื“ืึทื˜ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืžืึธื“ืขืœืก. ืขืก ืกืึทืœืขืงืฅ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืŸ ื˜ื™ืคึผ. ืขืก ื–ืขื ืขืŸ ื“ืึทื˜ืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ื’ืœื™ื™ึทืš ืื™ืŸ ื“ื™ ื˜ื™ืฉ, ืื•ืŸ ืขืก ืื™ื– ืื•ื™ืš ื˜ืึธืก ื“ืึทื˜ืŸ. ื“ืึธืก ื–ืขื ืขืŸ ื’ืจื•ื™ืก ืึทืžืึทื•ื ืฅ ืคื•ืŸ ื“ืึทื˜ืŸ: ื˜ืขืงืกื˜, ื“ื–ืฉืกืึธืŸ. ื–ื™ื™ ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ืื™ืŸ ื‘ืึทื–ื•ื ื“ืขืจ ืคึผืœืึทื˜ืขืก. ืื•ืŸ ืœื•ื™ื˜ ื“ื™ ื˜ืึทื‘ืœืึทืฅ, ื“ื™ ื–ืขืœื‘ืข ื’ืขืฉื™ื›ื˜ืข ืžื™ื˜ ื‘ืœืึธื•ื˜ื™ื ื’ ืึทืงืขืจื–, ื“"ื” ืึทืœืฅ ืื™ื– ื“ื™ ื–ืขืœื‘ืข. ื–ื™ื™ ื–ืขื ืขืŸ ื ืึธืจ ืœื™ืกื˜ืขื“ ืกืขืคึผืขืจืึทื˜ืœื™.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ื– ืขืก ืคึผืึทืกื™ืง ืฆื• ื ื•ืฆืŸ ื•ื™ืกื–ืึธื’ื•ื ื’ ื˜ื™ื™ืžืึทื•ื˜ ืคึฟืจืื’ืŸ ืฆื• ื‘ืึทื’ืจืขื ืขืฆืŸ ื’ืขื“ื•ื™ืขืจ?

ื–ื™ื™ืขืจ ืคึผืึทืกื™ืง. ืžื™ืจ ื ื•ืฆืŸ ื“ืึธืก ืื•ืžืขื˜ื•ื. ืื•ืŸ ื–ื™ื ื˜ ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืื•ื ื“ื–ืขืจ ืื™ื™ื’ืขื ืข ื‘ืึทื“ื™ื ื•ื ื’ืก, ืžื™ืจ ืฆื•ืฉื˜ืขืœืŸ ื•ื•ื™ื™ึทื˜ ืฉื˜ื™ืฆืŸ, ืžื™ืจ ื”ืึธื‘ืŸ ื’ืึทื ืฅ ืึท ืคืึทืจืฉื™ื™ื“ื ืงื™ื™ึทื˜ ืคื•ืŸ ืงืœื™ื™ืึทื ืฅ. ืื•ืŸ ืึทืœืขืžืขืŸ ืื™ื– ื’ืึธืจ ืฆื•ืคึฟืจื™ื“ืŸ ืžื™ื˜ ื“ืขื. ื“ืึธืก ืื™ื–, ืžื™ืจ ื”ืึธื‘ืŸ ืงืจืึทืŸ ื“ื–ืฉืึธื‘ืก ื•ื•ืึธืก ืงืึธื ื˜ืจืึธืœื™ืจืŸ. ื“ืขืจ ื’ืขื“ื•ื™ืขืจ ืคื•ืŸ ื“ื™ ืกืขืฉืึทื ื– ืื™ื– ืคืฉื•ื˜ ืžืกื›ื™ื ืžื™ื˜ ื“ืขื ืงืœื™ืขื ื˜, ืื™ื™ื“ืขืจ ื•ื•ืึธืก ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ืฉื˜ื™ืžืขืŸ. ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืึท ืžื™ื ื•ื˜, ืขืก ืงืขืŸ ื–ื™ื™ืŸ 10 ืžื™ื ื•ื˜. ืขืก ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ื“ื™ ื‘ืึทื–ืข ืื•ืŸ ื–ื™ื™ึทืŸ ืฆื™ืœ. ืึธื‘ืขืจ ืžื™ืจ ืึทืœืข ื ื•ืฆืŸ pg_stat_activity.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืš ื‘ื™ืŸ ื˜ืจื™ื™ื ื’ ืฆื• ืฆื•ืœื™ื™ื’ืŸ ื“ื™ื™ืŸ ื‘ืึทืจื™ื›ื˜ ืฆื• ืžื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืื•ืŸ ืขืก ืžื™ื™ื ื˜ ื•ื•ื™ ืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื•ืžืขื˜ื•ื, ืื•ืŸ ืงืœืืจ ืคืึทืจืขื ื“ื™ืงืŸ ืขืก ืื•ืžืขื˜ื•ื. ืื•ื™ื‘ ืขืก ืื™ื– ืขื˜ืœืขื›ืข ื•ื™ืกื ืขื, ืจืึธื•ืœื‘ืึทืง ื ืึธืš ืึทืงืขืจื–. ืื•ืŸ ื“ืึทืŸ ื”ืึธื‘ ืื™ืš ืึธื ื’ืขื”ื•ื™ื‘ืŸ ื˜ืจืื›ื˜ืŸ. ื ืึธืš ืึทืœืข, ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืงืขืŸ ื ื™ืฉื˜ ืึธื ื”ื™ื™ื‘ืŸ ื‘ืคื™ืจื•ืฉ. ื“ืึธืก ืื™ื– ืžื™ืกื˜ืึธืžืข ืึท ืึธื ืฆื•ื”ืขืจืขื ื™ืฉ ืฆื• ื“ื™ ืžื™ื™ื“ืœ. ืื•ื™ื‘ ืื™ืš ื ืึธืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืึท ืจืขืงืึธืจื“, ื•ื•ืขื˜ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืึธื ื”ื™ื™ื‘ืŸ ืื™ืŸ PostgreSQL ืื•ืŸ ื‘ืœื•ื™ื– ืคืึทืจืขื ื“ื™ืงืŸ ื•ื•ืขืŸ ื“ื™ ืงืฉืจ ืื™ื– ื“ื™ืกืงืึทื ืขืงื˜ื™ื“?

ืื•ื™ื‘ ืื™ืจ ืจืขื“ืŸ ืื™ืฆื˜ ื•ื•ืขื’ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืžื“ืจื’ื”, ืขืก ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ื“ื™ ืฉืึธืคืขืจ ื•ื•ืึธืก ืื™ืจ ื ื•ืฆืŸ, ื“ื™ ORM ื•ื•ืึธืก ืื™ื– ื’ืขื ื™ืฆื˜. ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืกืขื˜ื˜ื™ื ื’ืก ื“ืึธืจื˜. ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ืึธื˜ืึทืžืึทื˜ื™ืง ืงืึทืžื™ื˜ ืื•ื™ืฃ ืขื ื™ื™ื‘ืึทืœื“, ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืกื˜ืึทืจืฅ ื“ืึธืจื˜ ืื•ืŸ ืงืœืึธื•ื–ื™ื– ืžื™ื“.

ืึทื– ืื™ื–, ืขืก ืงืœืึธื•ื–ื™ื– ืžื™ื“ ื ืึธืš ื“ื™ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ?

ืขืก ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ื“ื™ ืกืขื˜ื˜ื™ื ื’ืก. ืื™ืš ื”ืื‘ ื’ืขืจื•ืคึฟืŸ ืื™ื™ืŸ ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ. ื“ืึธืก ืื™ื– ืึธื˜ืึทืžืึทื˜ื™ืง ืึธื ืคื™ืจื•ื ื’. ืขืก ืื™ื– ื’ืึทื ืฅ ืคึผืจืึธืกื˜. ืื•ื™ื‘ ืขืก ืื™ื– ืขื ื™ื™ื‘ืึทืœื“, ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ื’ืขืขืคื ื˜ ืื•ืŸ ืคืืจืžืื›ื˜. ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ื‘ืคื™ืจื•ืฉ ื’ืขื–ืึธื’ื˜ "ืึธื ื”ื™ื™ื‘ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ" ืื•ืŸ "ืกื•ืฃ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ", ืึธื‘ืขืจ ืคืฉื•ื˜ ืœืึธื ื˜ืฉื˜ ืึท ื‘ืงืฉื” ืื™ืŸ ื“ืขืจ ืกืขืกื™ืข.

ื”ืขืœื! ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ื–ืืœ ืก ื™ืžืึทื“ื–ืฉืึทืŸ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ื•ื•ืึธืก ืื™ื– ื’ืขืฉื•ื•ื™ืœืขื›ืฅ ืื•ืŸ ื’ืขืฉื•ื•ื™ืœืขื›ืฅ ืื•ืŸ ื“ืขืžืึธืœื˜ ื“ืขืจ ืคึผืœืึทืฅ ืื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ ืœื•ื™ืคื˜ ืื•ื™ืก. ื–ืขื ืขืŸ ืขืก ืงื™ื™ืŸ ืžื›ืฉื™ืจื™ื ืฆื• ืคืึทืจืจื™ื›ื˜ืŸ ื“ืขื ืกื™ื˜ื•ืึทืฆื™ืข?

ื“ื™ ืคึผืœืึทืฅ ืื•ื™ืฃ ื“ื™ ืกืขืจื•ื•ืขืจ ื“ืึทืจืฃ ื–ื™ื™ืŸ ืžืึธื ื™ื˜ืึธืจืขื“ ืจืขื›ื˜.

ืœืžืฉืœ, ื“ื™ ื“ื‘"ืข ืื™ื– ื’ืขื’ืื ื’ืขืŸ ื˜ื™ื™, ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ ืึท ืจื™ื–ืึธืจื˜, ืืื–"ื• ื•.

ื•ื•ืขืŸ ืึท ื˜ืขืงืข ืกื™ืกื˜ืขื ืื™ื– ื‘ืืฉืืคืŸ, ืื™ืŸ ืžื™ื ื“ืกื˜ืขืจ ืขื˜ืœืขื›ืข ืกืึธืจื˜ ืคื•ืŸ ื‘ืึทืงืึทืคึผ ืคึผืœืึทืฅ ืื™ื– ื‘ืืฉืืคืŸ ื•ื•ื• ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื’ืขืฉืจื™ื‘ืŸ.

ื•ื•ืึธืก ืื•ื™ื‘ ืขืก ืื™ื– ื’ืึธืจ ืื•ื ื˜ืขืจ ื ื•ืœ?

ืขืก ืื™ื– ื’ืขืจื•ืคืŸ ืจืขื–ืขืจื•ื•ื™ืจื˜ ืคึผืœืึทืฅ, ื“"ื” ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื‘ืืคืจื™ื™ื˜ ืื•ืŸ ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื•ื•ื™ ื’ืจื•ื™ืก ืขืก ืื™ื– ื‘ืืฉืืคืŸ, ืื™ืจ ื‘ืึทืงื•ืžืขืŸ ืคืจื™ื™ ืคึผืœืึทืฅ. ื“ื•ืจืš ืคืขืœื™ืงื™ื™ึทื˜ ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืกืŸ ื•ื•ื™ ืคื™ืœืข ืขืก ื–ืขื ืขืŸ. ืื•ืŸ ืื™ืŸ ืืŸ ืื ื“ืขืจ ืคืึทืœ, ืฆื•ืฉื˜ืขืœืŸ ื“ื™ืกืงืก ืึทื–ื•ื™ ืึทื– ืื™ืจ ื”ืึธื‘ืŸ ืคึผืœืึทืฅ ืฆื• ื“ื•ืจื›ืคื™ืจืŸ ืึท ืจืขืงืึธื ืกื˜ืจื•ืงื˜ื™ื•ื•ืข ืึธืคึผืขืจืึทืฆื™ืข. ืื™ืจ ืงืขื ืขืŸ ื•ื™ืกืžืขืงืŸ ืขื˜ืœืขื›ืข ื˜ื™ืฉ ืึทื– ืื™ืจ ื–ืขื ื˜ ื’ืขืจืึทื ื˜ื™ื“ ื ื™ืฉื˜ ืฆื• ื“ืึทืจืคึฟืŸ.

ื–ืขื ืขืŸ ืขืก ืงื™ื™ืŸ ืื ื“ืขืจืข ืžื›ืฉื™ืจื™ื?

ืขืก ืื™ื– ืฉื˜ืขื ื“ื™ืง ื›ืึทื ืžื™ื™ื“. ืื•ืŸ ืœืึธื•ืงืึทืœื™ ืขืก ื•ื•ืขืจื˜ ืงืœืึธืจ ื•ื•ืึธืก ืื™ื– ื‘ืขืกื˜ืขืจ ืฆื• ื˜ืึธืŸ ื“ืึธืจื˜, ื•ื•ื™ื™ึทืœ ืขื˜ืœืขื›ืข ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืงืจื™ื˜ื™ืฉ ืื•ืŸ ืขื˜ืœืขื›ืข ื–ืขื ืขืŸ ื ื™ื˜-ืงืจื™ื˜ื™ืฉ. ืื•ืŸ ืคึฟืึทืจ ื™ืขื“ืขืจ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื•ื•ืึธืก ืึทืจื‘ืขื˜ ืžื™ื˜ ืื™ื, ืขืก ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ื“ื™ ื’ืขืฉืขืคื˜. ืขืก ืื™ื– ืฉื˜ืขื ื“ื™ืง ื‘ืึทืฉืœืึธืกืŸ ืœืึธื•ืงืึทืœื™.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืš ื”ืื‘ ืฆื•ื•ื™ื™ ืคืจืื’ืขืก. ืขืจืฉื˜ืขืจ, ืื™ืจ ื’ืขื•ื•ื™ื–ืŸ ืกืœื™ื™ื“ื– ื•ื•ืึธืก ื’ืขื•ื•ื™ื–ืŸ ืึทื– ื•ื•ืขืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืกื˜ืึทืง, ื‘ื™ื™ื“ืข ื“ื™ ื˜ื™ืฉ ืคึผืœืึทืฅ ื’ืจื™ื™ืก ืื•ืŸ ื“ื™ ืื™ื ื“ืขืงืก ื’ืจื™ื™ืก ื•ื•ืึทืงืกืŸ. ืื•ืŸ ื•ื•ื™ื™ึทื˜ืขืจ ืื•ื™ืฃ ื“ืขื ื‘ืึทืจื™ื›ื˜ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ื™ื•ื˜ื™ืœืึทื˜ื™ื– ื•ื•ืึธืก ืคึผืขืงืœ ื“ื™ ื˜ืึทื‘ืœืขื˜. ื•ื•ืึธืก ื•ื•ืขื’ืŸ ื“ื™ ืื™ื ื“ืขืงืก?

ื–ื™ื™ ืคึผืึทืงืŸ ื–ื™ื™ ืื•ื™ืš.

ืื‘ืขืจ ื“ืขืจ ื•ื•ืึทืงื•ื•ื ื˜ื•ื˜ ื ื™ืฉื˜ ื•ื•ื™ืจืงืŸ ื“ื™ ืื™ื ื“ืขืงืก?

ืขื˜ืœืขื›ืข ืึทืจื‘ืขื˜ ืžื™ื˜ ืึทืŸ ืื™ื ื“ืขืงืก. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, pg_rapack, pgcompacttable. ื“ืขืจ ื•ื•ืึทืงื•ื•ื ืจื™ืงืจื™ื™ื™ืฅ ื“ื™ ื™ื ื“ืขืงืกื™ื– ืื•ืŸ ืึทืคืขืงืฅ ื–ื™ื™. ืžื™ื˜ VACUUM FULL ื“ืขืจ ื’ืขื“ืึทื ืง ืื™ื– ืฆื• ืึธื•ื•ื•ืขืจืจื™ื™ื˜ ืึทืœืฅ, ื“"ื” ืขืก ืึทืจื‘ืขื˜ ืžื™ื˜ ืึทืœืขืžืขืŸ.

ืื•ืŸ ื“ื™ ืฆื•ื•ื™ื™ื˜ืข ืฉืืœื”. ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืจื™ืคึผืึธืจืฅ ืื•ื™ืฃ ืจืขืคึผืœืึทืงืึทื– ืึธืคืขื ื’ืขืŸ ืึทื–ื•ื™ ืคื™ืœ ืื•ื™ืฃ ื“ื™ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ื–ื™ืš. ืขืก ื’ืขื•ื•ืขืŸ ืฆื• ืžื™ืจ ืึทื– ืจื™ืคึผืึธืจืฅ ื–ืขื ืขืŸ ืœื™ื™ืขื ืขืŸ, ืื•ืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ืฉืจื™ื™ึทื‘ืŸ.

ื•ื•ืึธืก ื– ืึท ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื ืคืœื™ืงื˜? ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื”ืืจ ืื•ื™ืฃ ื•ื•ืึธืก ืคึผืจืึทืกืขืกืึทื– ื ืขืžืขืŸ ืึธืจื˜. ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืžืึทืฉื™ืŸ ื•ื•ืึทืงื•ื•ื ื’ืขื’ืื ื’ืขืŸ ืื•ื™ืฃ. ื•ื•ืึธืก ื˜ื•ื˜ ืึทืŸ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ืึทืงืฉืœื™ ื˜ืึธืŸ? ืขืจ ืฉื ื™ื™ื“ื˜ ืื•ื™ืก ืขื˜ืœืขื›ืข ืึทืœื˜ืข ืฉื•ืจื•ืช. ืื•ื™ื‘ ืžื™ืจ ื”ืึธื‘ืŸ ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜ ืึท ื‘ืงืฉื” ืื•ื™ืฃ ื“ืขืจ ืจืขืคึผืœื™ืงืข ื•ื•ืึธืก ืœื™ื™ืขื ื˜ ื“ื™ ืึทืœื˜ ืฉื•ืจื•ืช, ืื•ืŸ ืื•ื™ืฃ ื“ื™ ื‘ืขืœ ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืกื™ื˜ื•ืึทืฆื™ืข ืึทื– ื“ืขืจ ืึทื•ื˜ืึธื•ื•ืึทืงื•ื•ื ื”ืึธื˜ ืึธืคึผื’ืขืฆื™ื™ื›ื ื˜ ื“ื™ ืฉื•ืจื•ืช ื•ื•ื™ ืžืขื’ืœืขืš ืคึฟืึทืจ ืึธื•ื•ื•ืขืจืจื™ื™ื˜ื™ื ื’, ื“ืขืžืึธืœื˜ ืžื™ืจ ืึธื•ื•ื•ืขืจืฉืจื™ื™ื˜ ื–ื™ื™. ืื•ืŸ ืžื™ืจ ื‘ืืงื•ืžืขืŸ ืึท ื“ืึทื˜ืŸ ืคึผืึทืงืึทื˜, ื•ื•ืขืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืจื™ืจื™ื™ื˜ ื“ื™ ืฉื•ืจื•ืช ื•ื•ืึธืก ื“ื™ ื‘ืขื˜ืŸ ื“ืึทืจืฃ ืื•ื™ืฃ ื“ื™ ืจืขืคึผืœื™ืงืข, ื“ื™ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคึผืจืึธืฆืขืก ื•ื•ืขื˜ ื•ื•ืึทืจื˜ืŸ ืคึฟืึทืจ ื“ื™ ื˜ื™ื™ืžืึทื•ื˜ ื•ื•ืึธืก ืื™ืจ ืงืึทื ืคื™ื’ื™ืขืจื“. ืื•ืŸ ื“ืขืจื ืึธืš PostgreSQL ื•ื•ืขื˜ ื‘ืึทืฉืœื™ืกืŸ ื•ื•ืึธืก ืื™ื– ืžืขืจ ื•ื•ื™ื›ื˜ื™ืง ืฆื• ืื™ื. ืื•ืŸ ืจืขืคืœื™ืงืืฆื™ืข ืื™ื– ืคืืจ ืื™ื ื—ืฉื•ื‘ืขืจ ื•ื•ื™ ื“ื™ ื‘ืงืฉื”, ืื•ืŸ ืขืจ ื•ื•ืขื˜ ืฉื™ืกืŸ ื“ื™ ื‘ืงืฉื” ื›ื“ื™ ืฆื• ืžืื›ืŸ ื“ื™ ืขื ื“ืขืจื•ื ื’ืขืŸ ืื•ื™ืฃ ื“ืขืจ ืจืขืคืœื™ืงื.

ืึทื ื“ืจื™ื™, ืื™ืš ื”ืึธื‘ืŸ ืึท ืงืฉื™ื. ื“ื™ ื•ื•ื•ื ื“ืขืจืœืขืš ื’ืจืึทืคืก ื•ื•ืึธืก ืื™ืจ ื”ืึธื˜ ื’ืขื•ื•ื™ื–ืŸ ื‘ืขืฉืึทืก ื“ื™ ืคึผืจืขื–ืขื ื˜ื™ืจื•ื ื’, ื–ืขื ืขืŸ ื“ืึธืก ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ื“ื™ ืึทืจื‘ืขื˜ ืคื•ืŸ ื“ื™ื™ืŸ ืžื™ืŸ ืคื•ืŸ ื ื•ืฆืŸ? ื•ื•ื™ ื–ืขื ืขืŸ ื“ื™ ื’ืจืึทืคืก ื’ืขืžืื›ื˜?

ื“ืึธืก ืื™ื– ืึท ื“ื™ื ืกื˜ Okmeter.

ืื™ื– ื“ืึธืก ืึท ื’ืขืฉืขืคื˜ ืคึผืจืึธื“ื•ืงื˜?

ื™ื. ื“ืึธืก ืื™ื– ืึท ื’ืขืฉืขืคื˜ ืคึผืจืึธื“ื•ืงื˜.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’