ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื˜ืจืึธืฅ ื“ืขืจ ืคืึทืงื˜ ืึทื– ืขืก ืื™ื– ืื™ืฆื˜ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื“ืึทื˜ืŸ ื›ึผืžืขื˜ ืื•ืžืขื˜ื•ื, ืึทื ืึทืœื™ืกื™ืก ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ื–ืขื ืขืŸ ื ืึธืš ื’ืึทื ืฅ ืขืงื–ืึธื˜ื™ืฉ. ื–ื™ื™ ื–ืขื ืขืŸ ืฉื•ื•ืึทืš ื‘ืืงืื ื˜ ืื•ืŸ ืืคื™ืœื• ืขืจื’ืขืจ ืงืขื ืขืŸ ืฆื• ื ื•ืฆืŸ ื–ื™ื™ ื™ืคืขืงื˜ื™ื•ื•ืœื™. ืคื™ืœืข ืคืึธืจื–ืขืฆืŸ ืฆื• "ืขืกืŸ ืงืึทืงื˜ื•ืก" ืžื™ื˜ MySQL ืึธื“ืขืจ PostgreSQL, ื•ื•ืึธืก ื–ืขื ืขืŸ ื“ื™ื–ื™ื™ื ื“ ืคึฟืึทืจ ืื ื“ืขืจืข ืกื™ื ืขืจื™ืึธื•ื–, ืœื™ื™ื“ืŸ ืžื™ื˜ NoSQL ืึธื“ืขืจ ืึธื•ื•ื•ืขืจืคึผื™ื™ ืคึฟืึทืจ ื’ืขืฉืขืคื˜ ืกืึทืœื•ืฉืึทื ื–. ClickHouse ืขื ื“ืขืจื•ื ื’ืขืŸ ื“ื™ ื›ึผืœืœื™ื ืคื•ืŸ ื“ื™ ืฉืคึผื™ืœ ืื•ืŸ ื‘ืื˜ื™ื™ื˜ื™ืง ืœืึธื•ื•ืขืจืก ื“ื™ ืฉื•ื•ืขืœ ืคึฟืึทืจ ืึทืจื™ื™ึทืŸ ื“ื™ ื•ื•ืขืœื˜ ืคื•ืŸ ืึทื ืึทืœื™ืกื™ืก DBMS.

ื‘ืืจื™ื›ื˜ ืคื•ืŸ BackEnd Conf 2018 ืื•ืŸ ืขืก ืื™ื– ืืจื•ื™ืก ืžื™ื˜ ื“ืขืจ ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ืคื•ืŸ ื“ื™ ืจืขื“ื ืขืจ.


ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)
ื•ื•ืขืจ ื‘ื™ืŸ ืื™ืš ืื•ืŸ ื•ื•ืึธืก ืื™ืš ืจืขื“ืŸ ื•ื•ืขื’ืŸ ืงืœื™ืงื›ืึธื•ืกืข? ืื™ืš ื‘ื™ืŸ ืึท ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื“ื™ืจืขืงื˜ืึธืจ ืื™ืŸ LifeStreet, ื•ื•ืึธืก ื ื™ืฆื˜ ClickHouse. ืื•ื™ืš, ืื™ืš ื‘ื™ืŸ ื“ืขืจ ื’ืจื™ื ื“ืขืจ ืคื•ืŸ ืึทืœื˜ื™ื ื™ื˜ื™. ืขืก ืื™ื– ืึท ื™ืึทื ื“ืขืงืก ืฉื•ื˜ืขืฃ ื•ื•ืึธืก ืคึผืจืึทืžืึธื•ืฅ ClickHouse ืื•ืŸ ื”ืขืœืคึผืก ื™ืึทื ื“ืขืงืก ืžืึทื›ืŸ ClickHouse ืžืขืจ ื’ืขืจืึธื˜ืŸ. ืื•ื™ืš ื’ืจื™ื™ื˜ ืฆื• ื˜ื™ื™ืœืŸ ื•ื•ื™ืกืŸ ื•ื•ืขื’ืŸ ClickHouse.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ืื™ืš ื‘ื™ืŸ ื ื™ืฉื˜ ื“ืขืจ ื‘ืจื•ื“ืขืจ ืคื•ืŸ ืคืขื˜ื™ืข ื–ื™ื™ืฆืขื•ื•. ืžืขืŸ ืคืจืขื’ื˜ ืžื™ืš ืึธืคื˜ ื•ื•ืขื’ืŸ ื“ืขื. ื ื™ื™ืŸ, ืžื™ืจ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื‘ืจื™ื“ืขืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

"ืึทืœืขืžืขืŸ ื•ื•ื™ืกืŸ" ืึทื– ืงืœื™ืงื›ืึธื•ืกืข:

  • ื–ื™ื™ืขืจ ืฉื ืขืœ,
  • ื–ื™ื™ืขืจ ื‘ืึทืงื•ื•ืขื
  • ื’ืขื•ื•ื™ื™ื ื˜ ืื™ืŸ ื™ืึทื ื“ืขืงืก.

ื ื‘ื™ืกืœ ื•ื•ื™ื™ื ื™ืงืขืจ ืื™ื– ื‘ืืงืื ื˜ ืื™ืŸ ื•ื•ืึธืก ืงืึธืžืคึผืึทื ื™ืขืก ืื•ืŸ ื•ื•ื™ ืขืก ืื™ื– ื’ืขื ื™ืฆื˜.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื™ืš ื•ื•ืขืœ ื–ืึธื’ืŸ ืื™ืจ ื•ื•ืึธืก, ื•ื•ื• ืื•ืŸ ื•ื•ื™ ClickHouse ืื™ื– ื’ืขื ื™ืฆื˜, ืึทื—ื•ืฅ ืคึฟืึทืจ ื™ืึทื ื“ืขืงืก.

ืื™ืš ื•ื•ืขืœ ื–ืึธื’ืŸ ืื™ืจ ื•ื•ื™ ืกืคึผืขืฆื™ืคื™ืฉ ื˜ืึทืกืงืก ื–ืขื ืขืŸ ืกืึทืœื•ื•ื“ ืžื™ื˜ ื“ื™ ื”ื™ืœืฃ ืคื•ืŸ ClickHouse ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืงืึธืžืคึผืึทื ื™ืขืก, ื•ื•ืึธืก ClickHouse ืžื›ืฉื™ืจื™ื ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ืคึฟืึทืจ ื“ื™ื™ืŸ ื˜ืึทืกืงืก, ืื•ืŸ ื•ื•ื™ ื–ื™ื™ ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜ ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืงืึธืžืคึผืึทื ื™ืขืก.

ืื™ืš ืคึผื™ืงื˜ ื–ื™ืš ื“ืจื™ื™ ื‘ื™ื™ืฉืคื™ืœืŸ ื•ื•ืึธืก ื•ื•ื™ื™ึทื–ืŸ ClickHouse ืคึฟื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืึทื ื’ืœืขืก. ืื™ืš ื˜ืจืึทื›ื˜ืŸ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื˜ืฉื™ืงืึทื•ื•ืข.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ืขืจ ืขืจืฉื˜ืขืจ ืงืฉื™ื ืื™ื–: "ืคืืจื•ื•ืืก ื˜ืึธืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืงืœื™ืงื›ืึธื•ืกืข?". ืขืก ืžื™ื™ื ื˜ ืฆื• ื–ื™ื™ืŸ ืึท ื’ืึทื ืฅ ืงืœืึธืจ ื•ื•ื™ ื“ืขืจ ื˜ืึธื’ ืงืฉื™ื, ืึธื‘ืขืจ ืขืก ื–ืขื ืขืŸ ืžืขืจ ื•ื•ื™ ืื™ื™ืŸ ืขื ื˜ืคืขืจ ืฆื• ืขืก.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

  • ื“ืขืจ ืขืจืฉื˜ืขืจ ืขื ื˜ืคืขืจ ืื™ื– ืคึฟืึทืจ ืคืึธืจืฉื˜ืขืœื•ื ื’. ืงืœื™ืงื›ืึธื•ืกืข ืื™ื– ื–ื™ื™ืขืจ ืฉื ืขืœ. ืึทื ืึทืœื™ื˜ื™ืงืก ืื•ื™ืฃ ืงืœื™ืงืงื›ืึทื•ืก ืื™ื– ืื•ื™ืš ื–ื™ื™ืขืจ ืฉื ืขืœ. ืขืก ืงืขื ืขืŸ ืึธืคื˜ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ื•ื•ื• ืขืคึผืขืก ืึทื ื“ืขืจืฉ ืื™ื– ื–ื™ื™ืขืจ ืคึผืึทืžืขืœืขืš ืึธื“ืขืจ ื–ื™ื™ืขืจ ืฉืœืขื›ื˜.
  • ื“ื™ ืจื’ืข ืขื ื˜ืคืขืจ ืื™ื– ืคึผืจื™ื™ึทื–. ืื•ืŸ ืขืจืฉื˜ืขืจ ืคื•ืŸ ืึทืœืข, ื“ื™ ืคึผืจื™ื™ึทื– ืคื•ืŸ ืกืงื™ื™ืœื™ื ื’. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื•ื•ืขืจื˜ื™ืงืึท ืื™ื– ืึท ืœืขื’ืึทืžืจืข ื’ืจื•ื™ืก ื“ืึทื˜ืึทื‘ื™ื™ืก. ืขืก ืึทืจื‘ืขื˜ ื–ื™ื™ืขืจ ื’ื•ื˜ ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื˜ืขืจืึทื‘ื™ื˜ืขืก ืคื•ืŸ ื“ืึทื˜ืŸ. ืึธื‘ืขืจ ื•ื•ืขืŸ ืขืก ืงื•ืžื˜ ืฆื• ื”ื•ื ื“ืขืจื˜ืขืจ ืคื•ืŸ ื˜ืขืจืึทื‘ื™ื˜ืขืก ืึธื“ืขืจ ืคึผืขื˜ืึทื‘ื™ื˜ืขืก, ื“ื™ ืคึผืจื™ื™ึทื– ืคื•ืŸ ืึท ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ืื•ืŸ ืฉื˜ื™ืฆืŸ ื’ื™ื™ื˜ ืื™ืŸ ืึท ื’ืึทื ืฅ ื‘ืึทื˜ื™ื™ื˜ื™ืง ืกื•ืžืข. ืื•ืŸ ืขืก ืก ื˜ื™ื™ึทืขืจ. ืื•ืŸ ืงืœื™ืงื›ืึธื•ืกืข ืื™ื– ืคืจื™ื™.
  • ื“ื™ ื“ืจื™ื˜ ืขื ื˜ืคืขืจ ืื™ื– ืึทืคึผืขืจื™ื™ื˜ื™ื ื’ ืงืึธืก. ื“ืึธืก ืื™ื– ืึท ื‘ื™ืกืœ ืึทื ื“ืขืจืฉ ืฆื•ื’ืึทื ื’. RedShift ืื™ื– ืึท ื’ืจื•ื™ืก ืึทื ืึทืœืึธื’. ืื•ื™ืฃ RedShift, ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืึท ื‘ืึทืฉืœื•ืก ื–ื™ื™ืขืจ ื’ืขืฉื•ื•ื™ื ื“. ืขืก ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ ื’ื•ื˜, ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื™ืขื“ืขืจ ืฉืขื”, ื™ืขื“ืขืจ ื˜ืึธื’ ืื•ืŸ ื™ืขื“ืขืจ ื—ื•ื“ืฉ, ืื™ืจ ื•ื•ืขื˜ ื‘ืึทืฆืึธืœืŸ ืึทืžืึทื–ืึธืŸ ื’ืึทื ืฅ ื˜ื™ื™ึทืขืจ, ื•ื•ื™ื™ึทืœ ื“ืึธืก ืื™ื– ืึท ื–ื™ื™ืขืจ ื˜ื™ื™ึทืขืจ ื“ื™ื ืกื˜. Google BigQuery ืื•ื™ืš. ืื•ื™ื‘ ืื™ื™ื ืขืจ ื”ืื˜ ืขืก ื’ืขื ื•ืฆื˜, ื“ืขืžืืœื˜ ื•ื•ื™ื™ืกื˜ ืขืจ ืื– ื“ืืจื˜ ืงืขืŸ ืžืขืŸ ืœื•ื™ืคืŸ ืขื˜ืœื™ื›ืข ื‘ืงืฉื•ืช ืื•ืŸ ื‘ืืงื•ืžืขืŸ ื ื‘ื™ืœ ืคื•ืŸ ื”ื•ื ื“ืขืจื˜ืขืจ ื“ืืœืืจ ืžื™ื˜ืืžืืœ.

ืงืœื™ืงื›ืึธื•ืกืข ื˜ื•ื˜ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ื“ื™ ืคึผืจืึธื‘ืœืขืžืก.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื•ื•ื• ืื™ื– ืงืœื™ืงื›ืึธื•ืกืข ื’ืขื ื™ืฆื˜ ืื™ืฆื˜? ืื™ืŸ ืึทื“ื™ืฉืึทืŸ ืฆื• ื™ืึทื ื“ืขืงืก, ClickHouse ืื™ื– ื’ืขื ื™ืฆื˜ ืื™ืŸ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื’ืขืฉืขืคื˜ืŸ ืื•ืŸ ืงืึธืžืคึผืึทื ื™ืขืก.

  • ืขืจืฉื˜ืขืจ ืคื•ืŸ ืึทืœืข, ื“ืึธืก ืื™ื– ื•ื•ืขื‘ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืึทื ืึทืœื™ื˜ื™ืงืก, ื“"ื” ื“ืึธืก ืื™ื– ืึท ื ื•ืฆืŸ ืคืึทืœ ืคื•ืŸ ื™ืึทื ื“ืขืงืก.
  • ืคื™ืœืข ืึทื“ื˜ืขื˜ืฉ ืงืึธืžืคึผืึทื ื™ืขืก ื ื•ืฆืŸ ClickHouse.
  • ืคื™ืœืข ืงืึธืžืคึผืึทื ื™ืขืก ื•ื•ืึธืก ื“ืึทืจืคึฟืŸ ืฆื• ืึทื ืึทืœื™ื™ื– ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืœืึธื’ืก ืคึฟื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืงื•ื•ืืœืŸ.
  • ืขื˜ืœืขื›ืข ืงืึธืžืคึผืึทื ื™ืขืก ื ื•ืฆืŸ ClickHouse ืฆื• ืžืึธื ื™ื˜ืึธืจ ื–ื™ื›ืขืจื”ื™ื™ื˜ ืœืึธื’ืก. ื–ื™ื™ ื•ืคึผืœืึธืึทื“ ื–ื™ื™ ืฆื• ClickHouse, ืžืึทื›ืŸ ืจื™ืคึผืึธืจืฅ ืื•ืŸ ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ ื–ื™ื™ ื“ืึทืจืคึฟืŸ.
  • ืงืึธืžืคึผืึทื ื™ืขืก ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ื ื•ืฆืŸ ืขืก ืื™ืŸ ืคื™ื ืึทื ืฆื™ืขืœ ืึทื ืึทืœื™ืกื™ืก, ื“"ื” ื‘ื™ืกืœืขื›ื•ื•ื™ื™ึทื– ื’ืจื•ื™ืก ื’ืขืฉืขืคื˜ืŸ ืึทืคึผืจืึธื•ื˜ืฉื™ื ื’ ืงืœื™ืงื›ืึธื•ืกืข.
  • ื•ื•ืึธืœืงืŸืคืœืึทืจืข. ืื•ื™ื‘ ืขืžืขืฆืขืจ ื’ื™ื™ื˜ ืงืœื™ืงื›ืึธื•ืกืข, ื–ื™ื™ ื”ืึธื‘ืŸ ืžื™ืกื˜ืึธืžืข ื’ืขื”ืขืจื˜ ื“ืขื ื ืึธืžืขืŸ ืคื•ืŸ ื“ืขื ืคื™ืจืžืข. ื“ืึธืก ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื•ื•ื™ื›ื˜ื™ืง ืžื™ื˜ืืจื‘ืขื˜ืขืจืก ืคื•ืŸ ื“ื™ ืงื”ืœ. ืื•ืŸ ื–ื™ื™ ื”ืึธื‘ืŸ ืึท ื–ื™ื™ืขืจ ืขืจื ืกื˜ ืงืœื™ืงื›ืึธื•ืกืข ื™ื ืกื˜ืึทืœื™ืจื•ื ื’. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื–ื™ื™ ื’ืขืžืื›ื˜ Kafka Engine ืคึฟืึทืจ ClickHouse.
  • ื˜ืขืœืขืงืึธืžืžื•ื ื™ืงืึทื˜ื™ืึธื ืก ืงืึธืžืคึผืึทื ื™ืขืก ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื ื•ืฆืŸ. ืขื˜ืœืขื›ืข ืงืึธืžืคึผืึทื ื™ืขืก ื ื•ืฆืŸ ClickHouse ืึธื“ืขืจ ื•ื•ื™ ื“ืขืจื•ื•ื™ื™ึทื– ืื•ื™ืฃ ื‘ืึทื’ืจื™ืฃ ืึธื“ืขืจ ืฉื•ื™ืŸ ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข.
  • ืื™ื™ืŸ ืคื™ืจืžืข ื ื™ืฆื˜ ClickHouse ืฆื• ืžืึธื ื™ื˜ืึธืจ ืคึผืจืึธื“ื•ืงืฆื™ืข ืคึผืจืึทืกืขืกืึทื–. ื–ื™ื™ ืคึผืจื•ื‘ื™ืจืŸ ืžื™ืงืจืึธืกื™ืจืงื•ื™ืฅ, ืฉืจื™ื™ึทื‘ืŸ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ืคึผืึทืจืึทืžืขื˜ืขืจืก, ืขืก ื–ืขื ืขืŸ ื•ื•ืขื’ืŸ 2 ืงืขืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก. ืื•ืŸ ื“ืขืจื™ื‘ืขืจ ื–ื™ื™ ืึทื ืึทืœื™ื™ื– ืฆื™ ื“ื™ ืฉืคึผื™ืœ ืื™ื– ื’ื•ื˜ ืึธื“ืขืจ ืฉืœืขื›ื˜.
  • ื‘ืœืึธืงื˜ืฉื™ื™ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก. ืขืก ืื™ื– ืึทื–ืึท ืึท ืจื•ืกื™ืฉ ืคื™ืจืžืข ื•ื•ื™ Bloxy.info. ื“ืึธืก ืื™ื– ืึทืŸ ืึทื ืึทืœื™ืกื™ืก ืคื•ืŸ ื“ื™ ืขื˜ื”ืขืจืขื•ื ื ืขืฅ. ื–ื™ื™ ืื•ื™ืš ื˜ืึธืŸ ื“ืึธืก ืื•ื™ืฃ ClickHouse.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ื“ื™ ื’ืจื™ื™ืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ. ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืงืึธืžืคึผืึทื ื™ืขืก ื•ื•ืึธืก ื ื•ืฆืŸ ืื™ื™ืŸ ืงืœื™ื™ืŸ ืกืขืจื•ื•ืขืจ. ืื•ืŸ ืขืจ ืึทืœืึทื•ื– ื–ื™ื™ ืฆื• ืกืึธืœื•ื•ืข ื–ื™ื™ืขืจ ืคืจืื‘ืœืขืžืขืŸ. ืื•ืŸ ืืคื™ืœื• ืžืขืจ ืงืึธืžืคึผืึทื ื™ืขืก ื ื•ืฆืŸ ื’ืจื•ื™ืก ืงืœืึทืกื˜ืขืจื– ืคื•ืŸ ืคื™ืœืข ืกืขืจื•ื•ืขืจืก ืึธื“ืขืจ ื“ืึทื–ืึทื ื– ืคื•ืŸ ืกืขืจื•ื•ืขืจืก.

ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ืงื•ืง ืื™ืŸ ื“ื™ ืจืขืงืึธืจื“ืก, ื“ืขืžืึธืœื˜:

  • ื™ืึทื ื“ืขืงืก: 500+ ืกืขืจื•ื•ืขืจืก, ื–ื™ื™ ืงืจืึธื 25 ื‘ื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ืคึผืขืจ ื˜ืึธื’ ื“ืึธืจื˜.
  • LifeStreet: 60 ืกืขืจื•ื•ืขืจืก, ื‘ืขืขืจืขืš 75 ื‘ื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ืคึผืขืจ ื˜ืึธื’. ืขืก ื–ืขื ืขืŸ ื•ื•ื™ื™ื ื™ืงืขืจืข ืกืขืจื•ื•ืขืจืก, ืžืขืจ ืจืขืงืึธืจื“ืก ื•ื•ื™ ืื™ืŸ ื™ืึทื ื“ืขืงืก.
  • CloudFlare: 36 ืกืขืจื•ื•ืขืจืก, ื–ื™ื™ ืฉืคึผืึธืจืŸ 200 ื‘ื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ืคึผืขืจ ื˜ืึธื’. ื–ื™ื™ ื”ืึธื‘ืŸ ืืคื™ืœื• ื•ื•ื™ื™ื ื™ืงืขืจืข ืกืขืจื•ื•ืขืจืก ืื•ืŸ ืงืจืึธื ืืคื™ืœื• ืžืขืจ ื“ืึทื˜ืŸ.
  • ื‘ืœื•ืžื‘ืขืจื’: 102 ืกืขืจื•ื•ืขืจืก, ื•ื•ืขื’ืŸ ืึท ื˜ืจื™ืœื™ืึทืŸ ืื™ื™ื ืกืŸ ืคึผืขืจ ื˜ืึธื’. ืจืขืงืึธืจื“ ื”ืึธืœื“ืขืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื’ืขืึธื’ืจืึทืคึฟื™ืฉ ืื™ื– ื“ืึธืก ืื•ื™ืš ืึท ืกืš. ื“ื™ ืžืึทืคึผืข ื“ืึธ ื•ื•ื™ื™ื–ื˜ ืึท ื”ืขืึทื˜ืžืึทืคึผ ืคื•ืŸ ื•ื•ื• ClickHouse ืื™ื– ื’ืขื ื™ืฆื˜ ืื™ืŸ ื“ืขืจ ื•ื•ืขืœื˜. ืจื•ืกืœืื ื“, ื›ื™ื ืข, ืืžืขืจื™ืงืข ืฉื˜ื™ื™ืขืŸ ื“ื ืงืœืืจ ืื•ื™ืก. ืขืก ื–ืขื ืขืŸ ื•ื•ื™ื™ื ื™ืง ืื™ื™ืจืืคืขื™ืฉืข ืœืขื ื“ืขืจ. ืื•ืŸ ืขืก ื–ืขื ืขืŸ 4 ืงืœืึทืกื˜ืขืจื–.

ื“ืึธืก ืื™ื– ืึท ืงืึธืžืคึผืึทืจืึทื˜ื™ื•ื•ืข ืึทื ืึทืœื™ืกื™ืก, ืขืก ืื™ื– ื ื™ื˜ ื“ืึทืจืคึฟืŸ ืฆื• ืงื•ืงืŸ ืคึฟืึทืจ ืึทื‘ืกืึธืœื•ื˜ ืคื™ื’ื™ืขืจื–. ื“ืึธืก ืื™ื– ืึทืŸ ืึทื ืึทืœื™ืกื™ืก ืคื•ืŸ ื•ื•ื™ื–ืึทื˜ืขืจื– ื•ื•ืึธืก ืœื™ื™ืขื ืขืŸ ืขื ื’ืœื™ืฉ-ืฉืคึผืจืึทืš ืžืึทื˜ืขืจื™ืึทืœืก ืื•ื™ืฃ ื“ื™ ืึทืœื˜ื™ื ื™ื˜ื™ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ, ื•ื•ื™ื™ึทืœ ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ืจื•ืกื™ืฉ-ื’ืขืจืขื“ื˜ ืึธื ืขืก ื“ืึธืจื˜. ืื•ืŸ ืจื•ืกืœืึทื ื“, ืื•ืงืจื™ื™ื ื, ื‘ืขืœืึทืจื•ืก, ื“"ื” ื“ื™ ืจื•ืกื™ืฉ-ื’ืขืจืขื“ื˜ ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ืงื”ืœ, ื“ืึธืก ื–ืขื ืขืŸ ื“ื™ ืžืขืจืกื˜ ืกืš ื ื™ืฆืขืจืก. ื“ืขืจื ืึธืš ืงื•ืžืขืŸ ื“ื™ ื™ื• ืื•ืŸ ืงืึทื ืึทื“ืข. ื˜ืฉื™ื™ื ืึท ืื™ื– ื–ื™ื™ืขืจ ืคื™ืœ ืงืึทื˜ืฉื™ื ื’ ืึทืจื•ื™ืฃ. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื›ึผืžืขื˜ ืงื™ื™ืŸ ื˜ืฉื™ื™ื ืึท ื“ืึธืจื˜ ืžื™ื˜ ื–ืขืงืก ื—ื“ืฉื™ื ืฆื•ืจื™ืง, ืื™ืฆื˜ ื˜ืฉื™ื™ื ืึท ื”ืื˜ ืฉื•ื™ืŸ ืึธื•ื•ื•ืขืจื˜ื™ื™ืงืึทืŸ ืื™ื™ืจืึธืคึผืข ืื•ืŸ ื”ืืœื˜ ืฆื• ื•ื•ืึทืงืกืŸ. ืึทืœื˜ ืื™ื™ืจืึธืคึผืข ืื™ื– ืื•ื™ืš ื ื™ื˜ ื•ื•ื™ื™ึทื˜ ื”ื™ื ื˜ืขืจ, ืื•ืŸ ื“ืขืจ ืคื™ืจืขืจ ืื™ืŸ ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ืงืœื™ืงื›ืึธื•ืกืข ืื™ื–, ืึทื“ืœื™ ื’ืขื ื•ื’, ืคึฟืจืึทื ืงืจื™ื™ึทืš.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืคืืจื•ื•ืืก ื–ืื’ ืื™ืš ื“ืืก ืืœืขืก? ืฆื• ื•ื•ื™ื™ึทื–ืŸ ืึทื– ClickHouse ืื™ื– ืฉื™ื™ืŸ ืึท ื ืึธืจืžืึทืœ ืœื™ื™ื–ื•ื ื’ ืคึฟืึทืจ ื’ืจื•ื™ืก ื“ืึทื˜ืŸ ืึทื ืึทืœื™ืกื™ืก ืื•ืŸ ืื™ื– ืฉื•ื™ืŸ ื’ืขื ื™ืฆื˜ ืื™ืŸ ืคื™ืœืข ืขืจื˜ืขืจ. ืื•ื™ื‘ ืื™ืจ ื ื•ืฆืŸ ืขืก, ืื™ืจ ื–ืขื ื˜ ืื™ืŸ ื“ื™ ืจืขื›ื˜ ื’ืึทื ื’. ืื•ื™ื‘ ืื™ืจ ื–ืขื ื˜ ื ื™ืฉื˜ ื ื™ืฆืŸ ืขืก ื ืึธืš, ืื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื“ืขืจืฉืจืึธืงืŸ ืึทื– ืื™ืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืœื™ื ืงืก ืึทืœื™ื™ืŸ ืื•ืŸ ืงื™ื™ืŸ ืื™ื™ื ืขืจ ื•ื•ืขื˜ ื”ืขืœืคืŸ ืื™ืจ, ื•ื•ื™ื™ึทืœ ืคื™ืœืข ื˜ืึธืŸ ื“ืึธืก ืฉื•ื™ืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ืึธืก ื–ืขื ืขืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ืคืึทืงื˜ื™ืฉ ืงืœื™ืงื›ืึธื•ืกืข ื ื•ืฆืŸ ืื™ืŸ ืขื˜ืœืขื›ืข ืงืึธืžืคึผืึทื ื™ืขืก.

  • ื“ืขืจ ืขืจืฉื˜ืขืจ ื‘ื™ื™ืฉืคึผื™ืœ ืื™ื– ืึทืŸ ืึทื“ ื ืขืฅ: ืžื™ื’ืจืึทื˜ื™ืึธืŸ ืคื•ืŸ ื•ื•ืขืจื˜ื™ืงืึท ืฆื• ืงืœื™ืงืงื›ืึทื•ืก. ืื•ืŸ ืื™ืš ื•ื•ื™ืกืŸ ืขื˜ืœืขื›ืข ืงืึธืžืคึผืึทื ื™ืขืก ื•ื•ืึธืก ื”ืึธื‘ืŸ ื™ื‘ืขืจื’ืึทื ื’ ืคื•ืŸ ื•ื•ืขืจื˜ื™ืงืึท ืึธื“ืขืจ ื–ืขื ืขืŸ ืื™ืŸ ื“ืขื ืคึผืจืึธืฆืขืก ืคื•ืŸ ื™ื‘ืขืจื’ืึทื ื’.
  • ื“ื™ ืจื’ืข ื‘ื™ื™ืฉืคึผื™ืœ ืื™ื– ื˜ืจืึทื ืกืึทืงื˜ื™ืึธื ืึทืœ ืกื˜ืึธืจื™ื“ื–ืฉ ืื•ื™ืฃ ClickHouse. ื“ืึธืก ืื™ื– ืึท ื‘ื™ื™ืฉืคึผื™ืœ ื’ืขื‘ื•ื™ื˜ ืื•ื™ืฃ ืึทื ื˜ื™ืคึผืึทื˜ืขืจื ืก. ืึทืœืฅ ื•ื•ืึธืก ื–ืึธืœ ื ื™ื˜ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ืื™ืŸ ClickHouse ืื•ื™ืฃ ื“ื™ ืขืฆื” ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืื™ื– ื’ืขื˜ืืŸ ื“ืึธ. ืื•ืŸ ืขืก ืื™ื– ื’ืขื˜ืืŸ ืึทื–ื•ื™ ื™ืคืขืงื˜ื™ื•ื•ืœื™ ืึทื– ืขืก ืึทืจื‘ืขื˜. ืื•ืŸ ืขืก ืึทืจื‘ืขื˜ ืคื™ืœ ื‘ืขืกืขืจ ื•ื•ื™ ื“ื™ ื˜ื™ืคึผื™ืฉ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธื ืึทืœ ืœื™ื™ื–ื•ื ื’.
  • ื“ื™ ื“ืจื™ื˜ ื‘ื™ื™ึทืฉืคึผื™ืœ ืื™ื– ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืงืึทืžืคึผื™ื•ื˜ื™ื ื’ ืื•ื™ืฃ ืงืœื™ืงืงื”ืึธื•ืกืข. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืงืฉื™ื ื•ื•ืขื’ืŸ ื•ื•ื™ ClickHouse ืงืขื ืขืŸ ื–ื™ื™ืŸ ื™ื ืึทื’ืจื™ื™ื˜ื™ื“ ืื™ืŸ ื“ื™ Hadoop ื™ืงืึธื•ืกื™ืกื˜ืึทื. ืื™ืš ื•ื•ืขืœ ื•ื•ื™ื™ึทื–ืŸ ืึท ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ื•ื•ื™ ืึท ืคื™ืจืžืข ื”ืื˜ ืขืคึผืขืก ืขื ืœืขืš ืฆื• ืึท ืžืึทืคึผืข ืจืขื“ื•ืฆื™ืจืŸ ืงืึทื ื˜ื™ื™ื ืขืจ ืื•ื™ืฃ ืงืœื™ืงืงื”ืึธื•ืกืข, ื‘ืขื›ืขืกืงืขื ืฉืคึผื•ืจ ืคื•ืŸ ื“ืึทื˜ืŸ ืœืึธื•ืงืึทืœืึทื–ื™ื™ืฉืึทืŸ, ืืื–"ื• ื•, ืฆื• ืจืขื›ืขื ืขืŸ ืึท ื–ื™ื™ืขืจ ื ื™ื˜-ื ื™ื˜ื•ื•ื™ืึทืœ ืึทืจื‘ืขื˜.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

  • LifeStreet ืื™ื– ืึทืŸ ืึทื“ ื˜ืขืง ืคื™ืจืžืข ื•ื•ืึธืก ื”ืื˜ ืึทืœืข ื“ื™ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ื•ื•ืึธืก ืงื•ืžื˜ ืžื™ื˜ ืึท ืึทื“ ื ืขืฅ.
  • ื–ื™ ืื™ื– ืคืึทืจืงื ืึทืกื˜ ืื™ืŸ ืึทื“ ืึทืคึผื˜ืึทืžืึทื–ื™ื™ืฉืึทืŸ, ืคึผืจืึธื’ืจืึทืžืžืึทื˜ื™ืง ื‘ื™ื“ื™ื ื’.
  • ืคื™ืœืข ื“ืึทื˜ืŸ: ื•ื•ืขื’ืŸ 10 ื‘ื™ืœื™ืึธืŸ ื’ืขืฉืขืขื ื™ืฉืŸ ืคึผืขืจ ื˜ืึธื’. ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื“ื™ ื’ืขืฉืขืขื ื™ืฉืŸ ื“ืึธืจื˜ ืงืขื ืขืŸ ื–ื™ื™ืŸ ืฆืขื˜ื™ื™ืœื˜ ืื™ืŸ ืขื˜ืœืขื›ืข ืกืึทื‘-ื’ืขืฉืขืขื ื™ืฉืŸ.
  • ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืงืœื™ื™ืึทื ืฅ ืคื•ืŸ ื“ืขื ื“ืึทื˜ืŸ, ืื•ืŸ ื“ืึธืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื‘ืœื•ื™ื– ืžืขื ื˜ืฉืŸ, ืคื™ืœ ืžืขืจ - ื“ืึธืก ื–ืขื ืขืŸ ืคืึทืจืฉื™ื“ืŸ ืึทืœื’ืขืจื™ื“ืึทืžื– ื•ื•ืึธืก ื–ืขื ืขืŸ ืคืึทืจืงื ืึทืกื˜ ืื™ืŸ ืคึผืจืึธื’ืจืึทืžืžืึทื˜ื™ืง ื‘ื™ื“ื™ื ื’.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ื™ ืคื™ืจืžืข ื”ืื˜ ืงื•ืžืขืŸ ืึท ืœืึทื ื’ ืื•ืŸ ื˜ืึธืจื ื™ ื•ื•ืขื’. ืื•ืŸ ืื™ืš ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ืื™ื ืื•ื™ืฃ HighLoad. ืขืจืฉื˜ืขืจ, LifeStreet ืืจื™ื‘ืขืจื’ืขืคืืจืŸ ืคื•ืŸ MySQL (ืžื™ื˜ ืึท ืงื•ืจืฅ ื”ืึทืœื˜ืŸ ืื™ืŸ ืึธืจืึทืงืœืข) ืฆื• ื•ื•ืขืจื˜ื™ืงืึท. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื’ืขืคึฟื™ื ืขืŸ ืึท ื’ืขืฉื™ื›ื˜ืข ื•ื•ืขื’ืŸ ืื™ื.

ืื•ืŸ ืึทืœืฅ ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ื’ื•ื˜, ืึธื‘ืขืจ ืขืก ื’ืขืฉื•ื•ื™ื ื“ ื’ืขื•ื•ืืจืŸ ืงืœืึธืจ ืึทื– ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื’ืจืึธื•ื™ื ื’ ืื•ืŸ ื•ื•ืขืจื˜ื™ืงืึท ืื™ื– ื˜ื™ื™ึทืขืจ. ื“ืขืจื™ื‘ืข ืจ ื”ื ื˜ ืžืข ืŸ ื’ืขื–ื•ื› ื˜ ืคืืจืฉื™ื“ืขื  ืข ืืœื˜ืขืจื ืื˜ื™ื•ื•ืŸ . ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื™ ื–ืขื ืขืŸ ืœื™ืกื˜ืขื“ ื“ืึธ. ืื•ืŸ ืื™ืŸ ืคืึทืงื˜, ืžื™ืจ ื”ืึธื‘ืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ื“ืขืจื•ื•ื™ื™ึทื– ืคื•ืŸ ื‘ืึทื’ืจื™ืฃ ืึธื“ืขืจ ืžืืœ ืคืึธืจืฉื˜ืขืœื•ื ื’ ื˜ืขืกื˜ื™ื ื’ ืคื•ืŸ ื›ึผืžืขื˜ ืึทืœืข ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ื‘ื ื™ืžืฆื ืื•ื™ืฃ ื“ื™ ืžืึทืจืง ืคื•ืŸ ื“ื™ 13 ืฆื• ื“ื™ 16 ื™ืึธืจ ืื•ืŸ ื–ืขื ืขืŸ ื‘ืขืขืจืขืš ืคึผืึทืกื™ืง ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™. ืื•ืŸ ืื™ืš ืื•ื™ืš ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื™ ืื•ื™ืฃ HighLoad.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ื™ ืึทืจื‘ืขื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ืฆื• ืžื™ื™ื’ืจื™ื™ื˜ ืคื•ืŸ ื•ื•ืขืจื˜ื™ืงืึท ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืึธืจื˜, ื•ื•ื™ื™ึทืœ ื“ื™ ื“ืึทื˜ืŸ ื’ืขื•ื•ืืงืกืŸ. ืื•ืŸ ื–ื™ื™ ื’ืขื•ื•ืืงืกืŸ ืขืงืกืคึผืึธื•ื ืขื ืฉืึทืœื™ ืื™ื‘ืขืจ ื“ื™ ื™ืึธืจืŸ. ื“ืขืจื ืึธืš ื–ื™ื™ ื’ืขื’ืื ื’ืขืŸ ืื•ื™ืฃ ื“ื™ ืคึผืึธืœื™ืฆืข, ืึธื‘ืขืจ ืคื•ื ื“ืขืกื˜ื•ื•ืขื’ืŸ. ืื•ืŸ ืคึผืจื™ื“ื™ืงื˜ื™ื ื’ ื“ืขื ื•ื•ื•ึผืงืก, ื’ืขืฉืขืคื˜ ืจืขืงื•ื•ื™ืจืขืžืขื ืฅ ืคึฟืึทืจ ื“ื™ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื“ืึทื˜ืŸ ืื•ื™ืฃ ื•ื•ืึธืก ืขื˜ืœืขื›ืข ืกืึธืจื˜ ืคื•ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ื“ืืจืฃ ืฆื• ื–ื™ื™ืŸ ื’ืขื˜ืืŸ, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืงืœืึธืจ ืึทื– ืคึผืขื˜ืึทื‘ื™ื˜ืขืก ื•ื•ืึธืœื˜ ื‘ืึทืœื“ ื–ื™ื™ืŸ ื“ื™ืกืงืึทืกื˜. ืื•ืŸ ืฆืึธืœืŸ ืคึฟืึทืจ ืคึผืขื˜ืึทื‘ื™ื˜ืขืก ืื™ื– ืฉื•ื™ืŸ ื–ื™ื™ืขืจ ื˜ื™ื™ึทืขืจ, ืึทื–ื•ื™ ืžื™ืจ ื–ืขื ืขืŸ ืงื•ืงืŸ ืคึฟืึทืจ ืึทืŸ ืื ื“ืขืจ ื‘ืจื™ืจื” ื•ื•ื• ืฆื• ื’ื™ื™ืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื•ื•ืื• ืฆื• ื’ื™ื™ืŸ? ืื•ืŸ ืคึฟืึทืจ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื ื™ื˜ ืงืœืึธืจ ื•ื•ื• ืฆื• ื’ื™ื™ืŸ, ื•ื•ื™ื™ึทืœ ืื•ื™ืฃ ื“ื™ ืื™ื™ืŸ ื”ืึทื ื˜ ืขืก ื–ืขื ืขืŸ ื’ืขืฉืขืคื˜ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ื–ื™ื™ ื•ื™ืกืงื•ืžืขืŸ ืฆื• ืึทืจื‘ืขื˜ืŸ ื’ืขื–ื•ื ื˜. ืขื˜ืœืขื›ืข ืึทืจื‘ืขื˜ ื›ึผืžืขื˜ ื•ื•ื™ ื•ื•ืขืจื˜ื™ืงืึท, ืขื˜ืœืขื›ืข ืขืจื’ืขืจ. ืื‘ืขืจ ื–ื™ื™ ื–ืขื ืขืŸ ืึทืœืข ื˜ื™ื™ึทืขืจ, ื’ืึธืจื ื™ืฉื˜ ื˜ืฉื™ืคึผืขืจ ืื•ืŸ ื‘ืขืกืขืจ ืงืขืŸ ื ื™ื˜ ื–ื™ื™ืŸ ื’ืขืคึฟื•ื ืขืŸ.

ืื•ื™ืฃ ื“ื™ ืื ื“ืขืจืข ื”ืึทื ื˜, ืขืก ื–ืขื ืขืŸ ืึธืคึฟืŸ ืžืงื•ืจ ืกืึทืœื•ืฉืึทื ื–, ื•ื•ืึธืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ืกืš, ื“"ื” ืคึฟืึทืจ ืึทื ืึทืœื™ื˜ื™ืงืก, ื–ื™ื™ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืจืขื›ื ื˜ ืื•ื™ืฃ ื“ื™ ืคื™ื ื’ืขืจ. ืื•ืŸ ื–ื™ื™ ื–ืขื ืขืŸ ืคืจื™ื™ ืึธื“ืขืจ ื‘ื™ืœื™ืง, ืึธื‘ืขืจ ืคึผืึทืžืขืœืขืš. ืื•ืŸ ื–ื™ื™ ืึธืคื˜ ืคืขืœืŸ ื“ื™ ื ื™ื™ื˜ื™ืง ืื•ืŸ ื ื•ืฆื™ืง ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™.

ืื•ืŸ ืขืก ืื™ื– ื’ืึธืจื ื™ืฉื˜ ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ื“ื™ ื’ื•ื˜ ื•ื•ืึธืก ืื™ื– ืื™ืŸ ื’ืขืฉืขืคื˜ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ืื•ืŸ ืึทืœืข ื“ื™ ืคืจื™ื™ ื•ื•ืึธืก ืื™ื– ืื™ืŸ ืึธืคึฟืŸ ืžืงื•ืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืขืก ืื™ื– ื’ืึธืจื ื™ืฉื˜ ื’ืขื•ื•ืขืŸ ื‘ื™ื–, ืื•ืžื’ืขืจื™ื›ื˜, ื™ืึทื ื“ืขืงืก ื”ืึธื˜ ืึทืจื•ื™ืกื’ืขืฆื•ื™ื’ืŸ ืงืœื™ืงื›ืึธื•ืกืข, ื•ื•ื™ ืึท ืžื›ืฉืฃ ืคื•ืŸ ืึท ื”ื•ื˜, ื•ื•ื™ ืึท ืงื™ื ื™ื’ืœ. ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึทืŸ ืื•ืžื’ืขืจื™ื›ื˜ ื‘ืึทืฉืœื•ืก, ื–ื™ื™ ื ืึธืš ืคืจืขื’ืŸ ื“ื™ ืงืฉื™ื: "ืคืืจื•ื•ืืก?", ืึธื‘ืขืจ ืคื•ื ื“ืขืกื˜ื•ื•ืขื’ืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ื’ืœื™ื™ืš ืื™ืŸ ื“ื™ ื–ื•ืžืขืจ ืคื•ืŸ 2016, ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ืงื•ืงืŸ ืื™ืŸ ื•ื•ืึธืก ืงืœื™ืงื›ืึธื•ืกืข ืื™ื–. ืื•ืŸ ืขืก ืคืืจืงืขืจื˜ ืื•ื™ืก ืึทื– ืžืืœ ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืคืึทืกื˜ืขืจ ื•ื•ื™ ื•ื•ืขืจื˜ื™ืงืึท. ืžื™ืจ ื˜ืขืกื˜ืขื“ ืคืึทืจืฉื™ื“ืขื ืข ืกื™ื ืขืจื™ืึธื•ื– ืื•ื™ืฃ ืคืึทืจืฉื™ื“ืขื ืข ืจื™ืงื•ื•ืขืก. ืื•ืŸ ืื•ื™ื‘ ื“ื™ ืึธื ืคึฟืจืขื’ ื’ืขื ื™ืฆื˜ ื‘ืœื•ื™ื– ืื™ื™ืŸ ื˜ื™ืฉ, ื“ืึธืก ืื™ื–, ืึธืŸ ืงื™ื™ืŸ ื“ื–ืฉื•ื™ื ืฅ (ืคืึทืจื‘ื™ื ื“ืŸ), ื“ืขืžืึธืœื˜ ClickHouse ืื™ื– ื’ืขื•ื•ืขืŸ ืฆื•ื•ื™ื™ ืžืึธืœ ื•ื•ื™ ืฉื ืขืœ ื•ื•ื™ ื•ื•ืขืจื˜ื™ืงืึท.

ืื™ืš ืื™ื– ื ื™ืฉื˜ ืฆื• ืคื•ื™ืœ ืื•ืŸ ื’ืขืงื•ืงื˜ ืื•ื™ืฃ ื™ืึทื ื“ืขืงืก ื˜ืขืกืฅ ื“ื™ ืื ื“ืขืจืข ื˜ืึธื’. ืขืก ืื™ื– ื“ื™ ื–ืขืœื‘ืข ื“ืึธืจื˜: ืงืœื™ืงื›ืึธื•ืกืข ืื™ื– ืฆื•ื•ื™ื™ ืžืึธืœ ื•ื•ื™ ืฉื ืขืœ ื•ื•ื™ ื•ื•ืขืจื˜ื™ืงืึท, ืึทื–ื•ื™ ื–ื™ื™ ืึธืคื˜ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ืื™ื.

ืื‘ืขืจ ืื•ื™ื‘ ืขืก ื–ืขื ืขืŸ ื“ื–ืฉื•ื™ื ืฅ ืื™ืŸ ื“ื™ ืงื•ื•ื™ืจื™ื–, ืึทืœืฅ ื˜ื•ืจื ืก ืื•ื™ืก ื ื™ืฉื˜ ื–ื™ื™ืขืจ ืึทื ืึทืžื‘ื™ื’ื™ื•ืึทืกืœื™. ืื•ืŸ ืงืœื™ืงื›ืึธื•ืกืข ืงืขื ืขืŸ ื–ื™ื™ืŸ ืฆื•ื•ื™ื™ ืžืึธืœ ื•ื•ื™ ืคึผืึทืžืขืœืขืš ื•ื•ื™ ื•ื•ืขืจื˜ื™ืงืึท. ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ืึท ื‘ื™ืกืœ ืจื™ื›ื˜ื™ืง ื“ื™ ื‘ืงืฉื” ืื•ืŸ ืจื™ืจื™ื™ื˜ ืขืก, ื–ื™ื™ ื–ืขื ืขืŸ ื‘ืขืขืจืขืš ื’ืœื™ื™ึทืš. ื ื™ืฉื˜ ืฉืœืขื›ื˜. ืื•ืŸ ืคืจื™ื™.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ื ืึธืš ื‘ืืงื•ืžืขืŸ ื“ื™ ืคึผืจืึธื‘ืข ืจืขื–ื•ืœื˜ืึทื˜ืŸ, ืื•ืŸ ืงื•ืง ืขืก ืคึฟื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืึทื ื’ืœืขืก, LifeStreet ื’ืขื’ืื ื’ืขืŸ ืฆื• ClickHouse.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ืึธืก ืื™ื– ื“ืึธืก 16ื˜ืข ื™ืึธืจ, ื’ืขื“ืขื ืง ืื™ืš. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื•ื•ื™ ืึท ื•ื•ื™ืฅ ื•ื•ืขื’ืŸ ืžื™ืกืข, ื•ื•ืึธืก ื•ื•ื™ื™ื ืขืŸ ืื•ืŸ ืฉื˜ืขื›ืŸ ื–ื™ืš, ืึธื‘ืขืจ ืคืึธืจื–ืขืฆืŸ ืฆื• ืขืกืŸ ื“ื™ ืงืึทืงื˜ื•ืก. ืื•ืŸ ื“ืึธืก ืื™ื– ื’ืขื•ื•ืขืŸ ื“ื™ืกืงืจื™ื™ื‘ื“ ืื™ืŸ ื“ืขื˜ืึทืœ, ืขืก ืื™ื– ืึท ื•ื•ื™ื“ืขื ื•ื•ืขื’ืŸ ื“ืขื, ื•ื›ื•'.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ืขืจืคืืจ ื•ื•ืขืœ ืื™ืš ื ื™ืฉื˜ ืจืขื“ืŸ ื“ืขืจืคื•ืŸ ื‘ืคืจื˜, ืื™ืš ื•ื•ืขืœ ื ืืจ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ื™ ืจืขื–ื•ืœื˜ืื˜ืŸ ืื•ืŸ ืืคืืจ ืื™ื ื˜ืขืจืขืกืื ื˜ืข ื–ืื›ืŸ ื•ื•ืืก ืื™ืš ื”ืื‘ ื“ืขืžืืœื˜ ื ื™ืฉื˜ ื’ืขืจืขื“ื˜.

ื“ื™ ืจืขื–ื•ืœื˜ืื˜ืŸ ื–ืขื ืขืŸ:

  • ื’ืขืจืึธื˜ืŸ ืžื™ื’ืจืึทื˜ื™ืึธืŸ ืื•ืŸ ืžืขืจ ื•ื•ื™ ืึท ื™ืึธืจ ื“ื™ ืกื™ืกื˜ืขื ืื™ื– ืฉื•ื™ืŸ ืืจื‘ืขื˜ืŸ ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข.
  • ืคึผืจืึธื•ื“ืึทืงื˜ื™ื•ื•ืึทื˜ื™ ืื•ืŸ ื‘ื™ื™ื’ื™ืงื™ื™ึทื˜ ื”ืึธื‘ืŸ ื’ืขื•ื•ืืงืกืŸ. ืคื•ืŸ ื“ื™ 10 ื‘ื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ื•ื•ืึธืก ืžื™ืจ ืงืขืŸ ืคืึทืจื’ื™ื ืขื  ื–ื™ืš ืฆื• ืงืจืึธื ืคึผืขืจ ื˜ืึธื’ ืื•ืŸ ื“ืขืจื ืึธืš ืคึฟืึทืจ ืึท ืงื•ืจืฆืขืจ ืฆื™ื™ื˜, ืœื™ืคืขืกื˜ืจืขืขื˜ ืื™ืฆื˜ ืกื˜ืึธืจื– 75 ื‘ื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ืคึผืขืจ ื˜ืึธื’ ืื•ืŸ ืงืขื ืขืŸ ื˜ืึธืŸ ื“ืึธืก ืคึฟืึทืจ 3 ื—ื“ืฉื™ื ืึธื“ืขืจ ืžืขืจ. ืื•ื™ื‘ ืื™ืจ ืฆื™ื™ืœืŸ ืื™ืŸ ื“ื™ ืฉืคึผื™ืฅ, ื“ืึธืก ืื™ื– ืึทืจื•ื™ืฃ ืฆื• ืึท ืžื™ืœื™ืึธืŸ ื’ืขืฉืขืขื ื™ืฉืŸ ืคึผืขืจ ืกืขืงื•ื ื“ืข. ืžืขืจ ื•ื•ื™ ืึท ืžื™ืœื™ืึธืŸ ืกืงืœ ืงื•ื•ื™ืจื™ื– ืคึผืขืจ ื˜ืึธื’ ืงื•ืžืขืŸ ืื™ืŸ ื“ืขื ืกื™ืกื˜ืขื, ืžืขืจืกื˜ื ืก ืคึฟื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืจืึธื•ื‘ืึทืฅ.
  • ื˜ืจืึธืฅ ื“ืขื ืคืึทืงื˜ ืึทื– ืžืขืจ ืกืขืจื•ื•ืขืจืก ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜ ืคึฟืึทืจ ClickHouse ื•ื•ื™ ืคึฟืึทืจ ื•ื•ืขืจื˜ื™ืงืึท, ื–ื™ื™ ืื•ื™ืš ื’ืขืจืื˜ืขื•ื•ืขื˜ ืื•ื™ืฃ ื™ื™ึทื–ื ื•ื•ืึทืจื’, ื•ื•ื™ื™ึทืœ ื’ืึทื ืฅ ื˜ื™ื™ึทืขืจ SAS ื“ื™ืกืงืก ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜ ืื™ืŸ ื•ื•ืขืจื˜ื™ืงืึท. ืงืœื™ืงื›ืึธื•ืกืข ื’ืขื•ื•ื™ื™ื ื˜ SATA. ืื•ืŸ ืคืืจื•ื•ืืก? ื•ื•ื™ื™ึทืœ ืื™ืŸ ื•ื•ืขืจื˜ื™ืงืึท ืึทืจื™ื™ึทื ืœื™ื™ื’ืŸ ืื™ื– ืกื™ื ื˜ืฉืจืึธื ืึธื•ืก. ืื•ืŸ ืกื™ื ื’ืงืจืึทื ืึทื–ื™ื™ืฉืึทืŸ ืจื™ืงื•ื•ื™ื™ืขืจื– ืึทื– ื“ื™ ื“ื™ืกืงืก ื˜ืึธืŸ ื ื™ื˜ ืคึผืึทืžืขืœืขืš ืึทืจืึธืคึผ ืฆื• ืคื™ืœ, ืื•ืŸ ืื•ื™ืš ืึทื– ื“ื™ ื ืขืฅ ืื™ื– ื ื™ืฉื˜ ืคึผืึทืžืขืœืขืš ืฆื• ืคื™ืœ, ื“ืึธืก ืื™ื– ืึท ื’ืึทื ืฅ ื˜ื™ื™ึทืขืจ ืึธืคึผืขืจืึทืฆื™ืข. ืื•ืŸ ืื™ืŸ ืงืœื™ืงื›ืึธื•ืกืข ืึทืจื™ื™ึทื ืœื™ื™ื’ืŸ ืื™ื– ื™ื™ืกื™ื ื’ืงืจืึทื ืึทืก. ื“ืขืจืฆื•, ืื™ืจ ืงืขื ืขืŸ ืฉื˜ืขื ื“ื™ืง ืฉืจื™ื™ึทื‘ืŸ ืึทืœืฅ ืœืึธื•ืงืึทืœื™, ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ื ืึธืš ืงืึธืก ืคึฟืึทืจ ื“ืขื, ืึทื–ื•ื™ ื“ืึทื˜ืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื™ื ืกืขืจื˜ืึทื“ ืื™ืŸ ืงืœื™ืงื›ืึธื•ืกืข ืคื™ืœ ืคืึทืกื˜ืขืจ ื•ื•ื™ ืื™ืŸ ื•ื•ืขืจื˜ื™ืงืึท, ืืคื™ืœื• ืื•ื™ืฃ ืกืœืึธื•ืขืจ ื“ืจื™ื™ื•ื•ื–. ืื•ืŸ ืœื™ื™ืขื ืขืŸ ืื™ื– ื•ื•ืขื’ืŸ ื“ื™ ื–ืขืœื‘ืข. ืœื™ื™ืขื ืขืŸ ืื•ื™ืฃ SATA, ืื•ื™ื‘ ื–ื™ื™ ื–ืขื ืขืŸ ืื™ืŸ RAID, ื“ืึธืก ืื™ื– ืึทืœืข ืฉื ืขืœ ื’ืขื ื•ื’.
  • ื ื™ื˜ ื‘ืื’ืจืขื ืขืฆื˜ ื“ื•ืจืš ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ, ื“"ื” 3 ืคึผืขื˜ืึทื‘ื™ื˜ืขืก ืคื•ืŸ ื“ืึทื˜ืŸ ืื™ืŸ 60 ืกืขืจื•ื•ืขืจืก (20 ืกืขืจื•ื•ืขืจืก ืื™ื– ืื™ื™ืŸ ืจืขืคึผืœื™ืงืข) ืื•ืŸ 6 ื˜ืจื™ืœื™ืึทืŸ ืจืขืงืึธืจื“ืก ืื™ืŸ ืคืืงื˜ืŸ ืื•ืŸ ืึทื’ื’ืจืขื’ืึทื˜ื™ืึธื ืก. ื’ืึธืจื ื™ืฉื˜ ื•ื•ื™ ื“ืขื ืงืขืŸ ื–ื™ื™ืŸ ืึทืคืึธืจื“ืึทื“ ืื™ืŸ ื•ื•ืขืจื˜ื™ืงืึท.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื™ืš ื•ื•ืขื ื“ืŸ ืื™ืฆื˜ ืฆื• ืคึผืจืึทืงื˜ื™ืฉ ื–ืื›ืŸ ืื™ืŸ ื“ืขื ื‘ื™ื™ึทืฉืคึผื™ืœ.

  • ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื– ืึท ืขืคืขืงื˜ื™ื•ื• ืกื›ืขืžืข. ื ืคึผืœืึทืฅ ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ื“ื™ ืกื›ืขืžืข.
  • ื“ื™ ืจื’ืข ืื™ื– ืขืคืขืงื˜ื™ื•ื• ืกืงืœ ื“ื•ืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื ื˜ื™ืคึผื™ืฉ OLAP ืึธื ืคึฟืจืขื’ ืื™ื– ืึท ืกืขืœืขืงื˜. ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืฉืคืืœื˜ืŸ ื’ื™ื™ืŸ ืฆื• ื’ืจื•ืคึผืข ื“ื•ืจืš, ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืฉืคืืœื˜ืŸ ื’ื™ื™ืŸ ืฆื• ื’ืขืžื™ื™ื ื–ืึทื ืคืึทื ื’ืงืฉืึทื ื–. ืขืก ืื™ื– ื•ื•ื•, ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืจืขืคึผืจื™ื–ืขื ื˜ื™ื“ ื•ื•ื™ ืึท ืจืขืคื˜ืœ ืคื•ืŸ ืึท ืงื•ื‘. ื“ื™ ื’ืื ืฆืข ื’ืจื•ืคึผืข ื“ื•ืจืš ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื“ืึทื ืง ืคื•ืŸ ื•ื•ื™ ืึท ืคึผืจื•ื™ืขืงืฆื™ืข. ืื•ืŸ ืึทื– ืก ื•ื•ืึธืก ืขืก ืื™ื– ื’ืขืจื•ืคืŸ ืžื•ืœื˜ื™ื•ื•ืึทืจื™ืึทื˜ ื“ืึทื˜ืŸ ืึทื ืึทืœื™ืกื™ืก.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ืึธืคื˜ืžืึธืœ ื•ื•ืขืจื˜ ื“ืึธืก ื’ืขืžืึธืœื˜ ืื™ืŸ ื“ืขืจ ืคืึธืจื ืคื•ืŸ ืึท ืฉื˜ืขืจืŸ-ืกื›ืขืžืข, ื•ื•ืขืŸ ืขืก ืื™ื– ืคืึทืจืึทืŸ ืึท ืฆืขื ื˜ืจืึทืœืข ืคืึทืงื˜ ืื•ืŸ ืงืขืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก ืคื•ืŸ ื“ืขื ืคืึทืงื˜ ืฆื•ื–ืืžืขืŸ ื“ื™ ื–ื™ื™ื˜ืŸ, ืฆื•ื–ืืžืขืŸ ื“ื™ ืฉื˜ืจืึทืœืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื’ืฉืžื™ื•ืช ืคึผืœืึทืŸ, ื•ื•ื™ ืขืก ืคื™ืฅ ืื•ื™ืฃ ื“ื™ ื˜ื™ืฉ, ื–ื™ื™ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ื˜ืึธืŸ ืึท ื ืึธืจืžืึทืœื™ื™ื–ื“ ืคืึทืจื˜ืจืขื˜ื•ื ื’. ืื™ืจ ืงืขื ืขืŸ ื“ื™ื ืึธืจืžืึทืœื™ื™ื–, ืึธื‘ืขืจ ืขืก ืื™ื– ื˜ื™ื™ึทืขืจ ืื•ื™ืฃ ื“ื™ืกืง ืื•ืŸ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ืขืคืขืงื˜ื™ื•ื• ืื•ื™ืฃ ืงื•ื•ื™ืจื™ื–. ื“ืขืจื™ื‘ืขืจ, ื–ื™ื™ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืžืึทื›ืŸ ืึท ื ืึธืจืžืึทืœื™ื™ื–ื“ ืคืึทืจื˜ืจืขื˜ื•ื ื’, ื“"ื” ืึท ืคืึทืงื˜ ื˜ื™ืฉ ืื•ืŸ ืคื™ืœืข, ืคื™ืœืข ื“ื™ืžืขื ืฉืึทื ื– ื˜ื™ืฉืŸ.

ืึธื‘ืขืจ ืขืก ืึทืจื‘ืขื˜ ื ื™ืฉื˜ ื’ืขื–ื•ื ื˜ ืื™ืŸ ClickHouse. ืขืก ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ืกื™ื‘ื•ืช:

  • ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื– ื•ื•ื™ื™ึทืœ ClickHouse ื”ืื˜ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ื’ื•ื˜ ื“ื–ืฉื•ื™ื ืฅ, ื“"ื” ืขืก ื–ืขื ืขืŸ ื“ื–ืฉื•ื™ื ืฅ, ืึธื‘ืขืจ ื–ื™ื™ ื–ืขื ืขืŸ ืฉืœืขื›ื˜. ื‘ืฉืขืช ืฉืœืขื›ื˜.
  • ื“ื™ ืจื’ืข ืื™ื– ืึทื– ื“ื™ ื˜ื™ืฉืŸ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜. ื’ืขื•ื•ืขื ืœื™ืš ืื™ืŸ ื“ื™ ื“ืื–ื™ืงืข ื˜ืขืœืขืจ, ื•ื•ืืก ื–ืขื ืขืŸ ืืจื•ื ื“ืขื ืฉื˜ืขืจืŸ-ืงืจืฒื–, ื“ืืจืฃ ืžืขืŸ ืขืคืขืก ื˜ื•ื™ืฉืŸ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืงื•ื ื” ื ืึธืžืขืŸ, ืคื™ืจืžืข ื ืึธืžืขืŸ, ืืื–"ื• ื•. ืื•ืŸ ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ.

ืื•ืŸ ืขืก ืื™ื– ืึท ื•ื•ืขื’ ืื•ื™ืก ืคื•ืŸ ื“ืขื ืื™ืŸ ClickHouse. ืืคื™ืœื• ืฆื•ื•ื™ื™:

  • ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื– ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ื•ื•ืขืจื˜ืขืจื‘ื•ืš. ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ื“ื™ืงืฉืึทื ืขืจื™ื– ืื™ื– ื•ื•ืึธืก ื”ืขืœืคึผืก 99% ืกืึธืœื•ื•ืข ื“ื™ ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ื“ื™ ืฉื˜ืขืจืŸ-ืกื˜ืฉืขืžืึท, ืžื™ื˜ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืื•ืŸ ืึทื–ื•ื™ ืื•ื™ืฃ.
  • ื“ื™ ืจื’ืข ืื™ื– ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ืขืจื™ื™ื–. ืึทืจืจื™ื™ึทืก ืื•ื™ืš ื”ืขืœืคึฟืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื‘ืึทืคืจื™ื™ึทืขืŸ ืคื•ืŸ ื“ื–ืฉื•ื™ื ืฅ ืื•ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ื ืึธืจืžืึทืœื™ื–ื™ื™ืฉืึทืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

  • ืงื™ื™ืŸ ืคืึทืจื‘ื™ื ื“ืŸ ืคืืจืœืื ื’ื˜.
  • ืึทืคึผื’ืจื™ื™ื“ืึทื‘ืึทืœ. ื–ื™ื ื˜ ืžืึทืจืฅ 2018, ืึท ืึทื ื“ืึทืงื™ืึทืžืขื ื™ื“ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืื™ื– ืืจื•ื™ืก (ืื™ืจ ื•ื•ืขื˜ ื ื™ื˜ ื’ืขืคึฟื™ื ืขืŸ ื“ืึธืก ืื™ืŸ ื“ื™ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ) ืฆื• ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ื™ืงืฉืึทื ืขืจื™ื– ื˜ื™ื™ืœื•ื•ื™ื™ื–, ื“"ื” ื“ื™ ืื™ื™ื ืกืŸ ื•ื•ืึธืก ื”ืึธื‘ืŸ ื’ืขื‘ื™ื˜ืŸ. ืคึผืจืึทืงื˜ืึทืงืœื™, ืขืก ืื™ื– ื•ื•ื™ ืึท ื˜ื™ืฉ.
  • ืฉื˜ืขื ื“ื™ืง ืื™ืŸ ื–ื›ึผืจื•ืŸ, ืึทื–ื•ื™ ื“ื–ืฉื•ื™ื ืฅ ืžื™ื˜ ืึท ื•ื•ืขืจื˜ืขืจื‘ื•ืš ืึทืจื‘ืขื˜ ืคืึทืกื˜ืขืจ ื•ื•ื™ ืื•ื™ื‘ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื˜ื™ืฉ ื•ื•ืึธืก ืื™ื– ืื•ื™ืฃ ื“ื™ืกืง ืื•ืŸ ืขืก ืื™ื– ื ืึธืš ื ื™ืฉื˜ ืึท ืคืึทืงื˜ ืึทื– ืขืก ืื™ื– ืื™ืŸ ื“ื™ ืงืึทืฉ, ืจื•ื‘ึฟ ืžืกืชึผืžื ื ื™ืฉื˜.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

  • ืื™ืจ ื“ืึทืจืคึฟืŸ ืื•ื™ืš ื ื™ืฉื˜ ื“ื–ืฉื•ื™ื ืฅ.
  • ื“ืึธืก ืื™ื– ืึท ืกืึธืœื™ื“ 1-ืฆื•-ืคื™ืœืข ืคืึทืจื˜ืจืขื˜ื•ื ื’.
  • ืื•ืŸ ืื™ืŸ ืžื™ื™ืŸ ืžื™ื™ื ื•ื ื’, ืขืจื™ื™ื– ื–ืขื ืขืŸ ื’ืขืžืื›ื˜ ืคึฟืึทืจ ื’ืขืงืก. ื“ืืก ื–ืขื ืขืŸ ืœืึทืžื‘ื“ืึท ืคืึทื ื’ืงืฉืึทื ื– ืื•ืŸ ืึทื–ื•ื™ ืื•ื™ืฃ.

ื“ืืก ืื™ื– ื ื™ืฉื˜ ืคืืจ ืจื•ื™ื˜ืข ื•ื•ืขืจื˜ืขืจ. ื“ืึธืก ืื™ื– ืึท ื–ื™ื™ืขืจ ืฉื˜ืึทืจืง ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ื•ื•ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื˜ืึธืŸ ืคื™ืœืข ื˜ื™ื ื’ื– ืื•ื™ืฃ ืึท ื–ื™ื™ืขืจ ืคึผืฉื•ื˜ ืื•ืŸ ืขืœืขื’ืึทื ื˜ ื•ื•ืขื’.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื˜ื™ืคึผื™ืฉ ื‘ื™ื™ืฉืคื™ืœืŸ ื•ื•ืึธืก ื”ืขืœืคึฟืŸ ืกืึธืœื•ื•ืข ืขืจื™ื™ื–. ื“ื™ ื‘ื™ื™ืฉืคื™ืœืŸ ื–ืขื ืขืŸ ืคึผืฉื•ื˜ ืื•ืŸ ืงืœืึธืจ ื’ืขื ื•ื’:

  • ื–ื•ื›ืŸ ื“ื•ืจืš ื˜ืึทื’ืก. ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ hashtags ื“ืึธืจื˜ ืื•ืŸ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืขื˜ืœืขื›ืข ื”ื•ื“ืขื•ืช ื“ื•ืจืš hashtag.
  • ื–ื•ื›ืŸ ื“ื•ืจืš ืฉืœื™ืกืœ-ื•ื•ืขืจื˜ ืคึผืขืจื–. ืขืก ื–ืขื ืขืŸ ืื•ื™ืš ืขื˜ืœืขื›ืข ืึทื˜ืจื™ื‘ื™ื•ืฅ ืžื™ื˜ ืึท ื•ื•ืขืจื˜.
  • ืกื˜ืึธืจื™ื ื’ ืจืฉื™ืžื•ืช ืคื•ืŸ ืฉืœื™ืกืœืขืŸ ื•ื•ืึธืก ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืื™ื‘ืขืจื–ืขืฆืŸ ืื™ืŸ ืขืคึผืขืก ืึทื ื“ืขืจืฉ.

ืึทืœืข ื“ื™ ื˜ืึทืกืงืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“ ืึธืŸ ืขืจื™ื™ื–. ื˜ืึทื’ืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืฉื˜ืขืœืŸ ืื™ืŸ ืขื˜ืœืขื›ืข ืฉื•ืจื” ืื•ืŸ ืกืขืœืขืงื˜ืขื“ ืžื™ื˜ ืึท ืจืขื’ื•ืœืขืจ ืื•ื™ืกื“ืจื•ืง ืึธื“ืขืจ ืื™ืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื˜ื™ืฉ, ืึธื‘ืขืจ ื“ืขืžืึธืœื˜ ืื™ืจ ื”ืึธื‘ืŸ ืฆื• ื˜ืึธืŸ ื“ื–ืฉื•ื™ื ืฅ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ืื™ืŸ ClickHouse, ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืึธืŸ ืขืคึผืขืก, ืขืก ืื™ื– ื’ืขื ื•ื’ ืฆื• ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ื“ื™ ืฉื˜ืจื™ืงืœ ืžืขื ื’ืข ืคึฟืึทืจ hashtags ืึธื“ืขืจ ืžืึทื›ืŸ ืึท ื ืขืกื˜ืขื“ ืกื˜ืจื•ืงื˜ื•ืจ ืคึฟืึทืจ ืฉืœื™ืกืœ-ื•ื•ืขืจื˜ ืกื™ืกื˜ืขืžืขืŸ.

ื ืขืกื˜ืขื“ ืกื˜ืจื•ืงื˜ื•ืจ ืงืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื“ืขืจ ื‘ืขืกื˜ืขืจ ื ืึธืžืขืŸ. ื“ืืก ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ืขืจื™ื™ื– ื•ื•ืึธืก ื”ืึธื‘ืŸ ืึท ืคึผืจืึธืกื˜ ื˜ื™ื™ืœ ืื™ืŸ ื“ืขื ื ืึธืžืขืŸ ืื•ืŸ ืขื˜ืœืขื›ืข ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ืงืขืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก.

ืื•ืŸ ืขืก ืื™ื– ื–ื™ื™ืขืจ ื’ืจื™ื ื’ ืฆื• ื–ื•ื›ืŸ ื“ื•ืจืš ืงื•ื•ื™ื˜ืœ. ื”ืึธื‘ืŸ ืึท ืคึฟื•ื ืงืฆื™ืข has, ื•ื•ืึธืก ื˜ืฉืขืงืก ืึทื– ื“ื™ ืžืขื ื’ืข ื›ึผื•ืœืœ ืึทืŸ ืขืœืขืžืขื ื˜. ืึทืœืขืžืขืŸ, ื’ืขืคื•ื ืขืŸ ืึทืœืข ื“ื™ ืื™ื™ื ืกืŸ ื•ื•ืึธืก ืฉื™ื™ืš ืฆื• ืื•ื ื“ื–ืขืจ ืงืึธื ืคึฟืขืจืขื ืฅ.

ื–ื•ื›ืŸ ื“ื•ืจืš ืกื•ื‘ื™ื“ ืื™ื– ืึท ื‘ื™ืกืœ ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜. ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืขืจืฉื˜ืขืจ ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืื™ื ื“ืขืงืก ืคื•ืŸ ื“ื™ ืฉืœื™ืกืœ, ืื•ืŸ ื“ืึทืŸ ื ืขืžืขืŸ ื“ืขื ืขืœืขืžืขื ื˜ ืžื™ื˜ ื“ืขื ืื™ื ื“ืขืงืก ืื•ืŸ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ืึทื– ื“ื™ ื•ื•ืขืจื˜ ืื™ื– ื•ื•ืึธืก ืžื™ืจ ื“ืึทืจืคึฟืŸ. ืึธื‘ืขืจ, ืขืก ืื™ื– ื–ื™ื™ืขืจ ืคึผืฉื•ื˜ ืื•ืŸ ืกืึธืœื™ื“.

ื“ืขืจ ืจืขื’ื•ืœืขืจ ืื•ื™ืกื“ืจื•ืง ื•ื•ืึธืก ืื™ืจ ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ืื•ื™ื‘ ืื™ืจ ื”ืึทืœื˜ืŸ ืขืก ืึทืœืข ืื™ืŸ ืื™ื™ืŸ ืฉื•ืจื”, ืขืก ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ, ืขืจืฉื˜ืขืจ, ืœืขืคึผื™ืฉ. ืื•ืŸ, ืฆื•ื•ื™ื™ื˜ื ืก, ืขืก ื’ืขืืจื‘ืขื˜ ืคื™ืœ ืžืขืจ ื•ื•ื™ ืฆื•ื•ื™ื™ ืขืจื™ื™ื–.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืืŸ ืื ื“ืขืจ ื‘ื™ื™ึทืฉืคึผื™ืœ. ืื™ืจ ื”ืึธื‘ืŸ ืึท ืžืขื ื’ืข ื•ื•ื• ืื™ืจ ืงืจืึธื ื“ื™ ืฉื™ื™ึทืŸ. ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ืื™ื‘ืขืจื–ืขืฆืŸ ื–ื™ื™ ืื™ืŸ ื ืขืžืขืŸ. ืคึฟื•ื ืงืฆื™ืข arrayMap. ื“ืึธืก ืื™ื– ืึท ื˜ื™ืคึผื™ืฉ ืœืึทืžื‘ื“ืึท ืคึฟื•ื ืงืฆื™ืข. ืื™ืจ ืคืึธืจืŸ ื“ืึธืจื˜ ืœืึทืžื‘ื“ืึท ืื•ื™ืกื“ืจื•ืงืŸ. ืื•ืŸ ื–ื™ ืฉืœืขืคื˜ ืืจื•ื™ืก ื“ืขื ื•ื•ืขืจื˜ ืคื•ื ืขื ื ืืžืขืŸ ืคืืจ ื™ืขื“ืŸ ืื™ื“ ืคื•ื ืขื ื•ื•ืขืจื˜ืขืจื‘ื•ืš.

ื–ื•ื›ืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ืื™ืŸ ื“ื™ ื–ืขืœื‘ืข ื•ื•ืขื’. ื ืคึผืจืขื“ื™ืงืึทื˜ ืคึฟื•ื ืงืฆื™ืข ืื™ื– ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ื•ื•ืึธืก ื˜ืฉืขืงืก ื•ื•ืึธืก ื“ื™ ืขืœืขืžืขื ื˜ืŸ ื’ืœื™ื™ึทื›ืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ื™ ื˜ื™ื ื’ื– ื–ื™ื™ืขืจ ืคืึทืจืคึผืึธืฉืขื˜ืขืจืŸ ื“ืขื ืงืจื™ื™ึทื– ืื•ืŸ ืกืึธืœื•ื•ืข ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืคึผืจืึธื‘ืœืขืžืก.

ืื‘ืขืจ ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ืคึผืจืึธื‘ืœืขื ืžื™ืจ ื–ืขื ืขืŸ ืคื™ื™ืกื™ื ื’, ืื•ืŸ ื•ื•ืึธืก ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ื“ืขืจืžืึธื ืขืŸ, ืื™ื– ืขืคืขืงื˜ื™ื•ื• ืคึฟืจืื’ืŸ.

  • ClickHouse ื˜ื•ื˜ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืึท ืึธื ืคึฟืจืขื’ ืคึผืœืึทื ื ืขืจ. ื’ืึธืจ ื ื™ื˜.
  • ืคื•ื ื“ืขืกื˜ื•ื•ืขื’ืŸ, ืงืึธืžืคึผืœืขืงืก ืงื•ื•ื™ืจื™ื– ื ืึธืš ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ืคึผืœืึทื ื ืขื“. ืื™ืŸ ื•ื•ืขืœื›ืข ืคืืœืŸ?
  • ืื•ื™ื‘ ืขืก ื–ืขื ืขืŸ ืงื™ื™ืคืœ ื“ื–ืฉืึธื™ื ืก ืื™ืŸ ื“ื™ ืึธื ืคึฟืจืขื’, ืื™ืจ ื™ื™ึทื ื•ื•ื™ืงืœืขืŸ ื–ื™ื™ ืื™ืŸ ืกืึทื‘ืกืขืœืขืงืฅ. ืื•ืŸ ื“ืขืจ ืกื“ืจ ืื™ืŸ ื•ื•ืึธืก ื–ื™ื™ ื–ืขื ืขืŸ ืขืงืกืึทืงื™ื•ื˜ืึทื“ ืขื ื™ื ื™ื.
  • ืื•ืŸ ื“ื™ ืจื’ืข - ืื•ื™ื‘ ื“ื™ ื‘ืงืฉื” ืื™ื– ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜. ื•ื•ื™ื™ึทืœ ืื™ืŸ ืึท ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืึธื ืคึฟืจืขื’, ื‘ืœื•ื™ื– ื“ื™ ื™ื ืขืจืžืึธื•ืกื˜ ืกืึทื‘ืกืขืœืขืงื˜ ืื™ื– ืขืงืกืึทืงื™ื•ื˜ืึทื“ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜, ืื•ืŸ ืึทืœืฅ ืึทื ื“ืขืจืฉ ืื™ื– ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ืฆื• ืื™ื™ืŸ ืกืขืจื•ื•ืขืจ ื•ื•ืึธืก ืื™ืจ ืงืึธื ื ืขืงื˜ืขื“ ืฆื• ืื•ืŸ ืขืงืกืึทืงื™ื•ื˜ืึทื“ ื“ืึธืจื˜. ื“ืขืจื™ื‘ืขืจ, ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืงื•ื•ื™ืจื™ื– ืžื™ื˜ ืคื™ืœืข ื“ื–ืฉืึธื™ื ืก (ืคืึทืจื‘ื™ื ื“ืŸ), ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงืœื™ื™ึทื‘ืŸ ื“ื™ ืกื“ืจ.

ืื•ืŸ ืืคื™ืœื• ืื™ืŸ ืกื™ืžืคึผืœืขืจ ืงืึทืกืขืก, ืžืืœ ืขืก ืื™ื– ืื•ื™ืš ื ื™ื™ื˜ื™ืง ืฆื• ื˜ืึธืŸ ื“ื™ ืึทืจื‘ืขื˜ ืคื•ืŸ ื“ื™ ืกืงืขื“ื–ืฉื•ืœืขืจ ืื•ืŸ ืจื™ืจื™ื™ื˜ ืงื•ื•ื™ืจื™ื– ืึท ื‘ื™ืกืœ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ืึธ ืื™ื– ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ. ืื•ื™ืฃ ื“ื™ ืœื™ื ืงืก ื–ื™ื™ึทื˜ ืื™ื– ืึท ืึธื ืคึฟืจืขื’ ื•ื•ืึธืก ื•ื•ื™ื™ื–ื˜ ื“ื™ ืฉืคึผื™ืฅ 5 ืœืขื ื“ืขืจ. ืื•ืŸ ืขืก ื ืขืžื˜ 2,5 ืกืขืงื•ื ื“ืขืก, ืื™ืŸ ืžื™ื™ืŸ ืžื™ื™ื ื•ื ื’. ืื•ืŸ ืื•ื™ืฃ ื“ื™ ืจืขื›ื˜ ื–ื™ื™ึทื˜, ื“ื™ ื–ืขืœื‘ืข ืึธื ืคึฟืจืขื’, ืึธื‘ืขืจ ืึท ื‘ื™ืกืœ ืจื™ืจื™ื™ื˜. ืึทื ืฉื˜ืึธื˜ ืคื•ืŸ ื’ืจื•ืคึผื™ื ื’ ื“ื•ืจืš ืฉื˜ืจื™ืงืœ, ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื’ืจื•ืคึผืข ื“ื•ืจืš ืฉืœื™ืกืœ (ื™ื ื˜). ืื•ืŸ ืขืก ืก ืคืึทืกื˜ืขืจ. ืื•ืŸ ื“ืขืžืึธืœื˜ ืžื™ืจ ืคืืจื‘ื•ื ื“ืŸ ืึท ื•ื•ืขืจื˜ืขืจื‘ื•ืš ืฆื• ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜. ืึทื ืฉื˜ืึธื˜ 2,5 ืกืขืงื•ื ื“ืขืก, ื“ื™ ื‘ืงืฉื” ื ืขืžื˜ 1,5 ืกืขืงื•ื ื“ืขืก. ื“ืืก ืื™ื– ื’ื•ื˜.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื ืขื ืœืขืš ื‘ื™ื™ึทืฉืคึผื™ืœ ืžื™ื˜ ืจื™ืจื™ื™ื˜ื™ื ื’ ืคื™ืœื˜ืขืจืก. ื“ืึธ ืื™ื– ืึท ื‘ืงืฉื” ืคึฟืึทืจ ืจื•ืกืœืึทื ื“. ืขืก ืœื•ื™ืคื˜ ืคึฟืึทืจ 5 ืกืขืงื•ื ื“ืขืก. ืื•ื™ื‘ ืžื™ืจ ืจื™ืจื™ื™ื˜ ืขืก ืื™ืŸ ืึทื–ืึท ืึท ื•ื•ืขื’ ืึทื– ืžื™ืจ ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื•ื•ื™ื“ืขืจ ื ื™ืฉื˜ ืึท ืฉื˜ืจื™ืงืœ, ืึธื‘ืขืจ ื ื•ืžืขืจืŸ ืžื™ื˜ ืขื˜ืœืขื›ืข ื’ืึทื ื’ ืคื•ืŸ ื“ื™ ืฉืœื™ืกืœืขืŸ ื•ื•ืึธืก ืคืึทืจื‘ื™ื ื“ืŸ ืฆื• ืจื•ืกืœืึทื ื“, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืคื™ืœ ืคืึทืกื˜ืขืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืึทื–ืึท ื˜ืจื™ืงืก. ืื•ืŸ ื–ื™ื™ ืœืึธื–ืŸ ืื™ืจ ืฆื• ื‘ืื˜ื™ื™ื˜ื™ืง ืคืึทืจื’ื™ื›ืขืจืŸ ืคึฟืจืื’ืŸ ื•ื•ืึธืก ืื™ืจ ื˜ืจืึทื›ื˜ืŸ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืคืœื™ืกื ื“ื™ืง ืฉื ืขืœ, ืึธื“ืขืจ, ืคืึทืจืงืขืจื˜, ืกืœืึธื•ืœื™ ืœื•ื™ืคืŸ. ื–ื™ื™ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืžืื›ื˜ ืืคื™ืœื• ืคืึทืกื˜ืขืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

  • ืžืึทืงืกื™ืžื•ื ืึทืจื‘ืขื˜ ืื™ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืžืึธื“ืข.
  • ืกืึธืจื˜ื™ื ื’ ืœื•ื™ื˜ ืžื™ื ื™ืžื•ื ื˜ื™ื™ืคึผืก, ื•ื•ื™ ืื™ืš ื”ืึธื‘ ื’ืขื˜ืืŸ ื“ื•ืจืš ื™ื ืฅ.
  • ืื•ื™ื‘ ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ื“ื–ืฉื•ื™ื ืฅ (ืคืึทืจื‘ื™ื ื“ืŸ), ื“ื™ืงืฉืึทื ืขืจื™ื–, ืขืก ืื™ื– ื‘ืขืกืขืจ ืฆื• ื˜ืึธืŸ ื–ื™ื™ ื•ื•ื™ ืึท ืœืขืฆื˜ืข ืจื™ื–ืึธืจื˜, ื•ื•ืขืŸ ืื™ืจ ืฉื•ื™ืŸ ื”ืึธื‘ืŸ ื“ืึทื˜ืŸ ืœืคึผื—ื•ืช ื˜ื™ื™ืœ ื’ืจื•ืคึผื˜, ื“ื™ ืคืึทืจื‘ื™ื ื“ืŸ ืึธืคึผืขืจืึทืฆื™ืข ืึธื“ืขืจ ื•ื•ืขืจื˜ืขืจื‘ื•ืš ืจื•ืคืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืจื•ืคึฟืŸ ื•ื•ื™ื™ื ื™ืงืขืจ ืžืึธืœ ืื•ืŸ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืคืึทืกื˜ืขืจ .
  • ืจื™ืคึผืœื™ื™ืกื™ื ื’ ืคื™ืœื˜ืขืจืก.

ืขืก ื–ืขื ืขืŸ ืื ื“ืขืจืข ื˜ืขืงื ื™ืงืก, ืื•ืŸ ื ื™ื˜ ื ืึธืจ ื“ื™ ื•ื•ืึธืก ืื™ืš ื”ืึธื‘ืŸ ื“ืขืžืึทื ืกื˜ืจื™ื™ื˜ื™ื“. ืื•ืŸ ืึทืœืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื™ ืงืขื ืขืŸ ืžืืœ ื‘ืื˜ื™ื™ื˜ื™ืง ืคืึทืจื’ื™ื›ืขืจืŸ ื“ื™ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืคื•ืŸ ืงื•ื•ื™ืจื™ื–.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืœืึธืžื™ืจ ื’ื™ื™ืŸ ืฆื• ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ ื‘ื™ื™ึทืฉืคึผื™ืœ. ืคื™ืจืžืข X ืคึฟื•ืŸ USA. ื•ื•ืืก ื˜ื•ื˜ ื–ื™?

ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืึทืจื‘ืขื˜:

  • ืึธืคืคืœื™ื ืข ืคึฟืึทืจื‘ื™ื ื“ื•ื ื’ ืคื•ืŸ ื’ืึทื ืฆืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–.
  • ืžืึธื“ืขืœื™ื ื’ ืคืึทืจืฉื™ื“ืขื ืข ื‘ื™ื™ื ื“ื™ื ื’ ืžืึธื“ืขืœืก.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื•ื•ืึธืก ืื™ื– ื“ืขืจ ืกืฆืขื ืึทืจ?

ืึท ืคึผืจืึธืกื˜ ื’ืึทืกื˜ ืงื•ืžื˜ ืฆื• ื“ืขื ืคึผืœืึทืฅ, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, 20 ืžืืœ ืึท ื—ื•ื“ืฉ ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืึทื“ืก, ืึธื“ืขืจ ืคึผื•ื ืงื˜ ื•ื•ื™ ืึทื– ืžืืœ ืงื•ืžื˜ ืึธืŸ ืงื™ื™ืŸ ืึทื“ืก, ื•ื•ื™ื™ึทืœ ืขืจ ื’ืขื“ืขื ืงื˜ ื“ืขื ืคึผืœืึทืฅ. ืงื•ืงื˜ ืื•ื™ืฃ ืขื˜ืœืขื›ืข ืคึผืจืึธื“ื•ืงื˜ืŸ, ืœื™ื™ื’ื˜ ื–ื™ื™ ืื™ืŸ ื“ื™ ืงืึธืจื‘, ื ืขืžื˜ ื–ื™ื™ ืื•ื™ืก ืคื•ืŸ ื“ื™ ืงืึธืจื‘. ืื•ืŸ, ืื™ืŸ ื“ื™ ืกื•ืฃ, ืขืคึผืขืก ื‘ื™ื™ื–.

ื’ืœื™ื™ึทืš ืคืจืื’ืขืก: "ื•ื•ืขืจ ื–ืึธืœ ื‘ืึทืฆืึธืœืŸ ืคึฟืึทืจ ื’ืึทื ืฆืข, ืื•ื™ื‘ ื ื™ื™ื˜ื™ืง?" ืื•ืŸ "ื•ื•ืึธืก ื’ืึทื ืฆืข ื”ืึธื˜ ืื™ื ื‘ืึทื•ื•ื™ืจืงื˜, ืื•ื™ื‘ ืงื™ื™ืŸ?". ื•ื•ืึธืก ืื™ื–, ื•ื•ืึธืก ื”ืื˜ ืขืจ ื’ืขืงื•ื™ืคื˜ ืื•ืŸ ื•ื•ื™ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืžืขื ื˜ืฉืŸ ื•ื•ื™ ื“ืขื ืžืขื ื˜ืฉ ืฆื• ืงื•ื™ืคืŸ ืื•ื™ืš?

ืื™ืŸ ืกื“ืจ ืฆื• ืกืึธืœื•ื•ืข ื“ืขื ืคึผืจืึธื‘ืœืขื, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ื“ื™ ื’ืขืฉืขืขื ื™ืฉืŸ ื•ื•ืึธืก ืคึผืึทืกื™ืจืŸ ืื•ื™ืฃ ื“ื™ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืื•ื™ืฃ ื“ื™ ืจืขื›ื˜ ื•ื•ืขื’, ื“ืึธืก ืื™ื–, ืขืคืขืก ื‘ื•ื™ืขืŸ ืึท ืงืฉืจ ืฆื•ื•ื™ืฉืŸ ื–ื™ื™. ื“ืขืจื ืึธืš ื–ื™ื™ ื–ืขื ืขืŸ ื’ืขืฉื™ืงื˜ ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก ืฆื• DWH. ืื•ืŸ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ืขื ืึทื ืึทืœื™ืกื™ืก, ื‘ื•ื™ืขืŸ ืžืึธื“ืขืœืก ืคื•ืŸ ื•ื•ืึธืก ืื•ืŸ ื•ื•ืึธืก ืึทื“ืก ืฆื• ื•ื•ื™ื™ึทื–ืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืึทืŸ ืึทื“ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ืึท ืกื›ื•ื ืคื•ืŸ ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ื‘ืึทื ื™ืฆืขืจ ื’ืขืฉืขืขื ื™ืฉืŸ ื•ื•ืึธืก ืึธื ื”ื™ื™ื‘ืŸ ืคึฟื•ืŸ ื•ื•ื™ื™ื–ืŸ ืึท ืึทื“, ื“ืขืžืึธืœื˜ ืขืคึผืขืก ื›ืึทืคึผืึทื ื–, ืื•ืŸ ืืคึฟืฉืจ ืึท ืงื•ื™ืคืŸ, ืื•ืŸ ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืคึผืขืจื˜ืฉืึทืกื™ื– ืื™ืŸ ืึท ืงื•ื™ืคืŸ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื•ื™ื‘ ื“ืึธืก ืื™ื– ืึท ืจื™ืจืขื•ื•ื“ื™ืง ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืึธื“ืขืจ ืึท ืจื™ืจืขื•ื•ื“ื™ืง ืฉืคึผื™ืœ, ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ื“ื™ ื™ื ืกื˜ืึทืœื™ืจื•ื ื’ ืคื•ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ืคืจื™ื™, ืื•ืŸ ืื•ื™ื‘ ืขืคึผืขืก ืื™ื– ื’ืขื˜ืืŸ ื“ืึธืจื˜, ื’ืขืœื˜ ืงืขืŸ ื–ื™ื™ืŸ ืคืืจืœืื ื’ื˜ ืคึฟืึทืจ ื“ืขื. ืื•ืŸ ื“ื™ ืžืขืจ ืึท ืžืขื ื˜ืฉ ืกืคึผืขื ื“ื– ืื™ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ื“ื™ ืžืขืจ ื•ื•ืขืจื˜ืคื•ืœ ืขืก ืื™ื–. ืื‘ืขืจ ืคึฟืึทืจ ื“ืขื ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ืึทืœืฅ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ื‘ื™ื™ื ื“ื™ื ื’ ืžืึธื“ืขืœืก.

ื“ื™ ืžืขืจืกื˜ ืคืึธืœืงืก ื–ืขื ืขืŸ:

  • ืœืขืฆื˜ืข ื™ื ื˜ืขืจืึทืงืฉืึทืŸ, ื•ื•ื• ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ืื™ื– ืึธื“ืขืจ ืึท ื’ื™ื˜ ืึธื“ืขืจ ืึท ืจื•ืฉื.
  • ืขืจืฉื˜ืขืจ ื™ื ื˜ืขืจืึทืงืฉืึทืŸ, ื“"ื” ื“ืขืจ ืขืจืฉื˜ืขืจ ื–ืึทืš ื•ื•ืึธืก ื’ืขื‘ืจืื›ื˜ ืึท ืžืขื ื˜ืฉ ืฆื• ื“ืขื ืคึผืœืึทืฅ.
  • ืœื™ื ืขืึทืจ ืงืึธืžื‘ื™ื ืึทืฆื™ืข - ืึทืœืข ื’ืœื™ื™ึทืš.
  • ืึทื˜ื˜ืขื ื•ืึทื˜ื™ืึธืŸ.
  • ืื•ืŸ ืื–ื•ื™ ื•ื•ื™ื™ื˜ืขืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ื•ื•ื™ ื”ืื˜ ืขืก ืึทืœืข ืึทืจื‘ืขื˜ ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืึธืจื˜? ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืจื•ื ื˜ื™ืžืข ืื•ืŸ ืงืึทืกืกืึทื ื“ืจืึท. ืงืึทืกืกืึทื ื“ืจืึท ืื™ื– ื’ืขื ื™ืฆื˜ ื•ื•ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืกื˜ืึธืจื™ื“ื–ืฉ, ื“"ื” ืึทืœืข ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ืื™ืŸ ืขืก. ืื•ืŸ ื•ื•ืขืŸ ืขื˜ืœืขื›ืข ื’ืขืฉืขืขื ื™ืฉ ืงื•ืžื˜ ืื™ืŸ ืจื•ื ื˜ื™ืžืข, ืœืžืฉืœ, ื•ื•ื™ื™ื–ื•ื ื’ ืึท ื‘ืœืึทื˜ ืึธื“ืขืจ ืขืคึผืขืก ืึทื ื“ืขืจืฉ, ื“ืขืžืึธืœื˜ ืึท ื‘ืงืฉื” ืื™ื– ื’ืขืžืื›ื˜ ืฆื• ืงืึทืกืกืึทื ื“ืจืึท - ืื™ื– ืขืก ืึทื–ืึท ืึท ืžืขื ื˜ืฉ ืึธื“ืขืจ ื ื™ืฉื˜. ื“ืขืจื ืึธืš ื“ื™ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื•ื•ืึธืก ืคืึทืจื‘ื™ื ื“ืŸ ืฆื• ืขืก ื–ืขื ืขืŸ ื‘ืืงื•ืžืขืŸ. ืื•ืŸ ื“ืขืจ ืงืฉืจ ืื™ื– ื’ืขื•ื•ืขืŸ ื’ืขืžืื›ื˜.

ืื•ืŸ ืื•ื™ื‘ ืขืก ืื™ื– ืžืึทื–ืœื“ื™ืง ืึทื– ื“ื™ ื‘ืงืฉื” ื”ืื˜ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฉื™ื™ึทืŸ, ื“ืึธืก ืื™ื– ื’ืจื™ื ื’. ืื‘ืขืจ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืงื™ื™ืŸ ื’ืœื™ืง. ื“ืขืจื™ื‘ืขืจ, ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืœืขืฆื˜ืข ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืึธื“ืขืจ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืžื™ื˜ ื“ื™ ืœืขืฆื˜ืข ื’ื™ื˜, ืืื–"ื• ื•.

ืื•ืŸ ืขืก ืึทืœืข ื’ืขืืจื‘ืขื˜ ื–ื™ื™ืขืจ ื’ื•ื˜ ื•ื•ื™ ืœืึทื ื’ ื•ื•ื™ ื“ื™ ื‘ื™ื™ื ื“ื™ื ื’ ืื™ื– ื’ืขื•ื•ืขืŸ ืฆื• ื“ื™ ืœืขืฆื˜ืข ืงืœื™ืง. ื•ื•ื™ื™ึทืœ ืขืก ื–ืขื ืขืŸ, ื–ืึธื’ืŸ, 10 ืžื™ืœื™ืึธืŸ ืงืœื™ืงืก ืคึผืขืจ ื˜ืึธื’, 300 ืžื™ืœื™ืึธืŸ ืคึผืขืจ ื—ื•ื“ืฉ, ืื•ื™ื‘ ืžื™ืจ ืฉื˜ืขืœืŸ ืึท ืคึฟืขื ืฆื˜ืขืจ ืคึฟืึทืจ ืึท ื—ื•ื“ืฉ. ืื•ืŸ ื–ื™ื ื˜ ืงืึทืกืกืึทื ื“ืจืึท ืขืก ืžื•ื–ืŸ ื–ื™ื™ืŸ ืึทืœืข ืื™ืŸ ื–ื›ึผืจื•ืŸ ืฆื• ืœื•ื™ืคืŸ ืฉื ืขืœ, ื•ื•ื™ื™ึทืœ ื“ื™ ืจื•ื ื˜ื™ืžืข ื“ืึทืจืฃ ืฆื• ืจื™ืกืคึผืึทื ื“ ื’ืขืฉื•ื•ื™ื ื“, ืขืก ื’ืขื ื•ืžืขืŸ ื•ื•ืขื’ืŸ 10-15 ืกืขืจื•ื•ืขืจืก.

ืื•ืŸ ื•ื•ืขืŸ ื–ื™ื™ ื’ืขื•ื•ืืœื˜ ืฆื• ืคึฟืึทืจื‘ื™ื ื“ื•ื ื’ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฆื• ื“ื™ ืึทืจื•ื™ืกื•ื•ื™ื™ึทื–ืŸ, ืขืก ืžื™ื“ ืคืืจืงืขืจื˜ ืื•ื™ืก ื ื™ืฉื˜ ืึทื–ื•ื™ ืฉืคึผืึทืก. ืื•ืŸ ืคืืจื•ื•ืืก? ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืขืŸ ืึทื– 30 ืžืืœ ืžืขืจ ื’ืขืฉืขืขื ื™ืฉืŸ ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ืกื˜ืึธืจื“. ืื•ืŸ, ืึทืงืึธืจื“ื™ื ื’ืœื™, ืื™ืจ ื“ืึทืจืคึฟืŸ 30 ืžืืœ ืžืขืจ ืกืขืจื•ื•ืขืจืก. ืื•ืŸ ืขืก ื•ื•ืฒึทื–ื˜ ื–ื™ืš ืื•ื™ืก, ืึทื– ื“ืึธืก ืื™ื– ืึท ืžื™ืŸ ืึทืกื˜ืจืึธื ืึธืžื™ืฉืข ืคึฟื™ื’ื•ืจ. ืฆื• ื”ืึทืœื˜ืŸ ืึทืจื•ื™ืฃ ืฆื• 500 ืกืขืจื•ื•ืขืจืก ืฆื• ืžืึทื›ืŸ ื“ื™ ืคึฟืึทืจื‘ื™ื ื“ื•ื ื’, ื˜ืจืึธืฅ ื“ืขืจ ืคืึทืงื˜ ืึทื– ืขืก ื–ืขื ืขืŸ ื‘ืื˜ื™ื™ื˜ื™ืง ื•ื•ื™ื™ื ื™ืงืขืจืข ืกืขืจื•ื•ืขืจืก ืื™ืŸ ืจื•ื ื˜ื™ืžืข, ื“ืึธืก ืื™ื– ืึท ืคืึทืœืฉ ืคื™ื’ื•ืจ. ืื•ืŸ ื–ื™ื™ ื”ืึธื‘ืŸ ื’ืขื ื•ืžืขืŸ ื˜ืจืึทื›ื˜ืŸ ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ืžื™ืจ ื’ืขื’ืื ื’ืขืŸ ืฆื• ืงืœื™ืงื›ืึธื•ืกืข. ืื•ืŸ ื•ื•ื™ ืฆื• ื˜ืึธืŸ ื“ืึธืก ืื•ื™ืฃ ClickHouse? ืื™ืŸ ืขืจืฉื˜ืขืจ ื‘ืœื™ืง, ืขืก ืžื™ื™ื ื˜ ืึทื– ื“ืึธืก ืื™ื– ืึท ื’ืึทื ื’ ืคื•ืŸ ืึทื ื˜ื™-ืคึผืึทื˜ืขืจื ื–.

  • ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืืงืกื˜, ืžื™ืจ ืคืึทืจื˜ืฉืขืคึผืขืŸ ืžืขืจ ืื•ืŸ ืžืขืจ ื’ืขืฉืขืขื ื™ืฉืŸ ืฆื• ืขืก, ื“"ื” ืขืก ืื™ื– ืžื™ื•ื˜ืึทื‘ืึทืœ, ืื•ืŸ ClickHouse ืึทืจื‘ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ื’ื•ื˜ ืžื™ื˜ ืžื™ื•ื˜ืึทื‘ืึทืœ ืึทื‘ื“ื–ืฉืขืงืฅ.
  • ื•ื•ืขืŸ ืึท ื’ืึทืกื˜ ืงื•ืžื˜ ืฆื• ืื•ื ื“ื–, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืฆื™ืขืŸ ืื•ื™ืก ื–ื™ื™ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื“ื•ืจืš ืฉืœื™ืกืœ, ื“ื•ืจืš ื–ื™ื™ืŸ ื•ื•ื™ื–ื™ื˜ ืฉื™ื™ึทืŸ. ื“ืึธืก ืื™ื– ืื•ื™ืš ืึท ืคื•ื ื˜ ืึธื ืคึฟืจืขื’, ื–ื™ื™ ื˜ืึธืŸ ื ื™ื˜ ื˜ืึธืŸ ื“ืึธืก ืื™ืŸ ClickHouse. ื•ืกื•ืึทืœืœื™ ClickHouse ื”ืื˜ ื’ืจื•ื™ืก ... ืกืงืึทื ื–, ืึธื‘ืขืจ ื“ืึธ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืขื˜ืœืขื›ืข ืจืขืงืึธืจื“ืก. ืื•ื™ืš ืึทืŸ ืึทื ื˜ื™-ืžื•ืกื˜ืขืจ.
  • ืื™ืŸ ืึทื“ื™ืฉืึทืŸ, ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ื–ืฉืกืึธืŸ, ืึธื‘ืขืจ ื–ื™ื™ ื”ืื‘ืŸ ื ื™ืฉื˜ ื•ื•ืขืœืŸ ืฆื• ืจื™ืจื™ื™ื˜ ืขืก, ืึทื–ื•ื™ ื–ื™ื™ ื’ืขื•ื•ืืœื˜ ืฆื• ืงืจืึธื ื“ื–ืฉืกืึธืŸ ืื•ื™ืฃ ืึทืŸ ืึทื ืกื˜ืจืึทืงื˜ืฉืขืจื“ ื•ื•ืขื’, ืื•ืŸ ืื•ื™ื‘ ื ื™ื™ื˜ื™ืง, ืฆื™ืขืŸ ืขืคึผืขืก ืคื•ืŸ ืขืก. ืื•ืŸ ื“ืึธืก ืื™ื– ืื•ื™ืš ืึทืŸ ืึทื ื˜ื™ืคึผืึทื˜ืขืจืŸ.

ืึทื– ืื™ื–, ืึท ื’ืึทื ื’ ืคื•ืŸ ืึทื ื˜ื™ืคึผืึทื˜ื˜ืขืจื ืก.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื‘ืขืจ ืคื•ื ื“ืขืกื˜ื•ื•ืขื’ืŸ ื”ืื˜ ื–ื™ืš ืืจื•ื™ืกื’ืขืฉื˜ืขืœื˜ ื ืกื™ืกื˜ืขื ื•ื•ืืก ื”ืื˜ ื–ื™ื™ืขืจ ื’ื•ื˜ ื’ืขืืจื‘ืขื˜.

ื•ื•ืืก ืื™ื– ื’ืขืฉืขื”ืŸ? ืงืœื™ืงื›ืึธื•ืกืข ืืจื•ื™ืก, ืื™ืŸ ื•ื•ืึธืก ืœืึธื’ืก ื–ืขื ืขืŸ ืืจืœื ื’ืขื•ื•ืืจืคืŸ, ืฆืขื˜ื™ื™ืœื˜ ืื™ืŸ ืจืขืงืึธืจื“ืก. ื ืึทื˜ืจื™ื‘ื™ืึทื˜ืึทื“ ื“ื™ื ืกื˜ ืืจื•ื™ืก ืึทื– ื‘ืืงื•ืžืขืŸ ืœืึธื’ืก ืคื•ืŸ ClickHouse. ื ืึธืš ื“ืขื, ืคึฟืึทืจ ื™ืขื“ืขืจ ืคึผืึธื–ื™ืฆื™ืข ื“ื•ืจืš ื•ื•ื™ื–ื™ื˜ ืฉื™ื™ึทืŸ, ืื™ืš ื‘ืืงื•ืžืขืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื•ื•ืึธืก ืงืขืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืคึผืจืึทืกืขืกื˜ ื ืึธืš ืื•ืŸ ืคึผืœื•ืก ืกื ืึทืคึผืฉืึทืฅ, ื“"ื” ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืฉื•ื™ืŸ ืคืืจื‘ื•ื ื“ืŸ, ื ื™ื™ืžืœื™ ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ืคืจื™ื™ึทืขืจื“ื™ืง ืึทืจื‘ืขื˜. ืื™ืš ืฉื•ื™ืŸ ื’ืขืžืื›ื˜ ืœืึธื’ื™ืง ืคื•ืŸ ื–ื™ื™, ืื•ื™ืกื“ืขืจื•ื•ื™ื™ืœื˜ ื“ื™ ืจื™ื›ื˜ื™ืง ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืคืืจื‘ื•ื ื“ืŸ ื ื™ื™ึท ื’ืขืฉืขืขื ื™ืฉืŸ. ืœืึธื’ื“ ื•ื•ื™ื“ืขืจ. ื“ืขืจ ืงืœืึธืฅ ืื™ื– ืฆื•ืจื™ืง ืฆื• ClickHouse, ื“"ื” ืขืก ืื™ื– ืึท ืงืขืกื™ื™ื“ืขืจื“ื™ืง ืกื™ื™ืงืœื™ืงืึทืœ ืกื™ืกื˜ืขื. ืื•ืŸ ืื•ื™ืกืขืจื“ืขื ื‘ื™ืŸ ืื™ืš ื’ืขื’ืึทื ื’ืขืŸ ืฆื• DWH ืฆื• ืึทื ืึทืœื™ื™ื– ืขืก ื“ืึธืจื˜.

ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ืขื ืคืึธืจืขื ืึทื– ืขืก ื”ืื˜ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ ื–ื™ื™ืขืจ ื’ื•ื˜. ืื•ืŸ ืฆื• ืžืึทื›ืŸ ืขืก ื’ืจื™ื ื’ืขืจ ืคึฟืึทืจ ClickHouse, ื•ื•ืขืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื‘ืงืฉื” ื“ื•ืจืš ื•ื•ื™ื–ื™ื˜ ืฉื™ื™ึทืŸ, ื–ื™ื™ ื’ืจื•ืคึผื˜ ื“ื™ ืจื™ืงื•ื•ืขืก ืื™ืŸ ื‘ืœืึทืงืก ืคื•ืŸ 1-000 ื‘ืึทื–ื•ื›ืŸ ื™ื“ืก ืื•ืŸ ืคึผื•ืœื“ ืื•ื™ืก ืึทืœืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคึฟืึทืจ 2-000 ืžืขื ื˜ืฉืŸ. ืื•ืŸ ื“ืขืžืึธืœื˜ ืขืก ืึทืœืข ื’ืขืืจื‘ืขื˜.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ื™ื‘ ืื™ืจ ืงื•ืง ืื™ืŸ ClickHouse, ืขืก ื–ืขื ืขืŸ ื‘ืœื•ื™ื– 3 ื”ื•ื™ืคึผื˜ ื˜ื™ืฉืŸ ื•ื•ืึธืก ื“ื™ื ืขืŸ ืึทืœืข ื“ืขื.

ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ื™ืฉ ืื™ืŸ ื•ื•ืึธืก ืœืึธื’ืก ื–ืขื ืขืŸ ื•ืคึผืœืึธืึทื“ืขื“, ืื•ืŸ ื“ื™ ืœืึธื’ืก ื–ืขื ืขืŸ ื•ืคึผืœืึธืึทื“ืขื“ ื›ึผืžืขื˜ ืึธืŸ ืคึผืจืึทืกืขืกื™ื ื’.

ืฆื•ื•ื™ื™ื˜ืข ื˜ื™ืฉ. ื“ื•ืจ ืš ื“ืข ืจ ืžืึทื˜ื™ืจื™ืึทืœื™ื–ื™ืจื˜ืข ืจ ื‘ืœื™ืง , ืคื• ืŸ ื“ ื™ ื“ืื–ื™ืง ืข ืœืื’ ืŸ ื”ืื‘ ืŸ ื–ื™ ืš ืื•ื™ืกื’ืขื‘ื™ืกืŸ , ืฐื ืก ื–ืฒื ืข ืŸ ื ื ืš ื ื™ืฉ ื˜ ืฆื•ื’ืขืฉืจื™ื‘ืŸ , ื“ืดื” , ืื•ืžืคืืจื‘ื•ื ื“ืŸ . ืื•ืŸ ื“ื•ืจืš ื“ื™ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ ืžื™ื™ื ื•ื ื’, ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืคึผื•ืœื“ ืื•ื™ืก ืคื•ืŸ ื“ื™ ืœืึธื’ืก ืฆื• ื‘ื•ื™ืขืŸ ืึท ืžืึธืžืขื ื˜ื‘ื™ืœื“. ืึทื– ืื™ื–, ืึท ืกืคึผืขืฆื™ืขืœ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ ืžื™ื™ื ื•ื ื’ ื’ืขื‘ื•ื™ื˜ ืึท ืžืึธืžืขื ื˜ื‘ื™ืœื“, ื ื™ื™ืžืœื™ ื“ื™ ืœืขืฆื˜ืข ืึทืงื™ื•ืžื™ืึทืœื™ื™ื˜ื™ื“ ืฉื˜ืึทื˜ ืคื•ืŸ ื“ื™ ืžืึทืกืข - ืžืึทื˜ืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ืึธ ืื™ื– ื“ืขืจ ื˜ืขืงืกื˜ ื’ืขืฉืจื™ื‘ืŸ ืื™ืŸ SQL. ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ื‘ืึทืžืขืจืงืŸ ืื•ื™ืฃ ืึท ื‘ื™ืกืœ ื•ื•ื™ื›ื˜ื™ืง ื–ืื›ืŸ ืื™ืŸ ืขืก.

ื“ืขืจ ืขืจืฉื˜ืขืจ ื•ื•ื™ื›ื˜ื™ืง ื–ืึทืš ืื™ื– ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืฆื™ืขืŸ ืฉืคืืœื˜ืŸ ืื•ืŸ ืคืขืœื“ืขืจ ืคึฟื•ืŸ json ืื™ืŸ ClickHouse. ื“ืึธืก ืื™ื–, ClickHouse ื”ืื˜ ืขื˜ืœืขื›ืข ืžืขื˜ื”ืึธื“ืก ืคึฟืึทืจ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ื–ืฉืกืึธืŸ. ื–ื™ื™ ื–ืขื ืขืŸ ื–ื™ื™ืขืจ, ื–ื™ื™ืขืจ ืคึผืจื™ืžื™ื˜ื™ื•ื•.

visitParamExtractInt ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืขืงืกื˜ืจืึทืงื˜ ืึทื˜ืจื™ื‘ื™ื•ืฅ ืคื•ืŸ ื“ื–ืฉืกืึธืŸ, ื“"ื” ื“ืขืจ ืขืจืฉื˜ืขืจ ืฉืœืึธื’ืŸ ืึทืจื‘ืขื˜. ืื•ืŸ ื“ืขื ื•ื•ืขื’ ืื™ืจ ืงืขื ืขืŸ ืฆื™ืขืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฉื™ื™ึทืŸ ืึธื“ืขืจ ื‘ืึทื–ื•ื›ืŸ ืฉื™ื™ึทืŸ. ื“ืืก ืžืืœ.

ืฆื•ื•ื™ื™ื˜ื ืก, ืึท ื˜ืจื™ืงื™ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ ืคืขืœื“ ืื™ื– ื’ืขื ื™ืฆื˜ ื“ืึธ. ื•ื•ืืก ืžื™ื™ื ื˜ ืขืก? ื“ืขื ืžื™ื˜ืœ ืึทื– ืื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ืึทืจื™ื™ึทื ืœื™ื™ื’ืŸ ืขืก ืื™ืŸ ื“ื™ ื˜ื™ืฉ, ื“"ื” ืขืก ืื™ื– ื ื™ืฉื˜ ื™ื ืกืขืจื˜ืึทื“, ืขืก ืื™ื– ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ืื•ืŸ ืกื˜ืึธืจื“ ื‘ื™ื™ ื™ื ืกืขืจืฉืึทืŸ. ื•ื•ืขืŸ ืคึผืึทืกื˜ื™ื ื’, ClickHouse ื˜ื•ื˜ ื“ื™ ืึทืจื‘ืขื˜ ืคึฟืึทืจ ืื™ืจ. ืื•ืŸ ื•ื•ืึธืก ืื™ืจ ื“ืึทืจืคึฟืŸ ืฉืคึผืขื˜ืขืจ ืื™ื– ืฉื•ื™ืŸ ืคึผื•ืœื“ ืื•ื™ืก ืคื•ืŸ json.

ืื™ืŸ ื“ืขื ืคืึทืœ, ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ ืžื™ื™ื ื•ื ื’ ืื™ื– ืคึฟืึทืจ ืจื•ื™ ืจืึธื•ื–. ืื•ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ื™ืฉ ืžื™ื˜ ืคึผืจืึทืงื˜ืึทืงืœื™ ืจื•ื™ ืœืึธื’ืก ืื™ื– ื ืึธืจ ื’ืขื ื™ืฆื˜. ืื•ืŸ ื•ื•ืึธืก ื˜ื•ื˜ ืขืจ? ืขืจืฉื˜ืขืจ, ืขืก ืขื ื“ืขืจื•ื ื’ืขืŸ ื“ื™ ืกืึธืจื˜ื™ื ื’, ื“"ื” ืกืึธืจื˜ื™ื ื’ ืื™ืฆื˜ ื’ื™ื™ื˜ ื“ื•ืจืš ื•ื•ื™ื–ื™ื˜ ืฉื™ื™ึทืŸ, ื•ื•ื™ื™ึทืœ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื’ืขืฉื•ื•ื™ื ื“ ืฆื™ืขืŸ ืื•ื™ืก ื–ื™ื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืคึฟืึทืจ ืึท ืกืคึผืขืฆื™ืคื™ืฉ ืžืขื ื˜ืฉ.

ื“ื™ ืจื’ืข ื•ื•ื™ื›ื˜ื™ืง ื–ืึทืš ืื™ื– index_granularity. ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ื’ืขื–ืขืŸ MergeTree, ืขืก ืื™ื– ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ 8 ื“ื•ืจืš ืคืขืœื™ืงื™ื™ึทื˜ index_granularity. ื•ื•ืืก ืื™ื– ื“ืืก? ื“ืึธืก ืื™ื– ื“ืขืจ ืื™ื ื“ืขืงืก ืกืคึผืขืจืกื ืขืกืก ืคึผืึทืจืึทืžืขื˜ืขืจ. ืื™ืŸ ืงืœื™ืงื›ืึธื•ืกืข ื“ืขืจ ืื™ื ื“ืขืงืก ืื™ื– ืฉื™ื˜ืขืจ, ืขืก ืงื™ื™ื ืžืึธืœ ื™ื ื“ืขืงืกื™ื– ื™ืขื“ืขืจ ืคึผืึธื–ื™ืฆื™ืข. ืขืก ื˜ื•ื˜ ื“ืึธืก ื™ืขื“ืขืจ 192. ืื•ืŸ ื“ืึธืก ืื™ื– ื’ื•ื˜ ื•ื•ืขืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื“ืึทื˜ืŸ ืื™ื– ืคืืจืœืื ื’ื˜ ืฆื• ื–ื™ื™ืŸ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“, ืึธื‘ืขืจ ืฉืœืขื›ื˜ ื•ื•ืขืŸ ืึท ื‘ื™ืกืœ, ื•ื•ื™ื™ึทืœ ืขืก ืื™ื– ืึท ื’ืจื•ื™ืก ืึธื•ื•ื•ืขืจื›ืขื“. ืื•ืŸ ืื•ื™ื‘ ืžื™ืจ ืจืขื“ื•ืฆื™ืจืŸ ื“ื™ ื’ืจืึทื ื•ืœืึทืจื™ื˜ื™ ืคื•ืŸ ื“ื™ ืื™ื ื“ืขืงืก, ืžื™ืจ ืจืขื“ื•ืฆื™ืจืŸ ื“ื™ ืึธื•ื•ื•ืขืจื›ืขื“. ืขืก ืงืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ืจื™ื“ื•ืกื˜ ืฆื• ืื™ื™ืŸ, ื•ื•ื™ื™ึทืœ ืขืก ืงืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื’ืขื ื•ื’ ื–ื›ึผืจื•ืŸ. ื“ืขืจ ืื™ื ื“ืขืงืก ืื™ื– ืฉื˜ืขื ื“ื™ืง ืกื˜ืึธืจื“ ืื™ืŸ ื–ื›ึผืจื•ืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

Snapshot ืื•ื™ืš ื ื™ืฆื˜ ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ื˜ืฉื™ืงืึทื•ื•ืข ClickHouse ืคึฟืขื™ึดืงื™ื™ื˜ืŸ.

ืขืจืฉื˜ืขืจ, ืขืก ืื™ื– AggregatingMergeTree. ืื•ืŸ AggregatingMergeTree ืกื˜ืึธืจื– ืึทืจื’ืžืึทืงืก, ื“ืึธืก ืื™ื– ื“ื™ ืฉื˜ืึทื˜ ืคื•ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ืฆื• ื“ื™ ืœืขืฆื˜ืข ืฆื™ื™ื˜ ืกื˜ืึทืžืคึผ. ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ืึทืœืข ื“ื™ ืฆื™ื™ื˜ ืคึฟืึทืจ ืึท ื’ืขื’ืขื‘ืŸ ื’ืึทืกื˜. ืื•ืŸ ืื™ืŸ ื“ื™ ืœืขืฆื˜ืข ืฉื˜ืึทื˜ ืคื•ืŸ ื“ืขื ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืžื™ืจ ืฆื•ื’ืขื’ืขื‘ืŸ ืึท ื’ืขืฉืขืขื ื™ืฉ ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื ื™ื™ึทืข ืฉื˜ืึทื˜. ืขืก ืฉืœืึธื’ืŸ ClickHouse ื•ื•ื™ื“ืขืจ. ืื•ืŸ ื“ื•ืจืš argMax ืื™ืŸ ื“ืขื ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ ืžื™ื™ื ื•ื ื’, ืžื™ืจ ืงืขื ืขืŸ ืฉื˜ืขื ื“ื™ืง ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืงืจืึทื ื˜ ืฉื˜ืึทื˜.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

  • ื“ื™ ื‘ื™ื™ื ื“ื™ื ื’ ืื™ื– "ื“ื™ืงืึธื•ืคึผืึทืœื“" ืคื•ืŸ ื“ื™ ืจื•ื ื˜ื™ืžืข.
  • ืึทืจื•ื™ืฃ ืฆื• 3 ื‘ื™ืœื™ืึธืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคึผืขืจ ื—ื•ื“ืฉ ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ืื•ืŸ ืคึผืจืึทืกืขืกื˜. ื“ืึธืก ืื™ื– ืึท ืกื“ืจ ืคื•ืŸ ืžืึทื’ื ืึทื˜ื•ื“ ืžืขืจ ื•ื•ื™ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ ืงืึทืกืกืึทื ื“ืจืึท, ื“"ื” ืื™ืŸ ืึท ื˜ื™ืคึผื™ืฉ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธื ืึทืœ ืกื™ืกื˜ืขื.
  • ืงื ื•ื™ืœ ืคื•ืŸ 2x5 ืงืœื™ืงื›ืึธื•ืกืข ืกืขืจื•ื•ืขืจืก. 5 ืกืขืจื•ื•ืขืจืก ืื•ืŸ ื™ืขื“ืขืจ ืกืขืจื•ื•ืขืจ ื”ืื˜ ืึท ืจืขืคึผืœื™ืงืข. ื“ืึธืก ืื™ื– ืืคื™ืœื• ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ Cassandra ืื™ืŸ ืกื“ืจ ืฆื• ื˜ืึธืŸ ืึท ืงืœื™ืง ื‘ืื–ื™ืจื˜ ืึทื˜ืจื™ื‘ื™ื•ืฅ, ืื•ืŸ ื“ืึธ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืจื•ืฉื ื‘ืื–ื™ืจื˜. ืึทื– ืื™ื–, ืึทื ืฉื˜ืึธื˜ ืคื•ืŸ ื™ื ืงืจื™ืกื™ื ื’ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืกืขืจื•ื•ืขืจืก ืžื™ื˜ 30 ืžืืœ, ื–ื™ื™ ื’ืขืจืื˜ืŸ ืฆื• ืจืขื“ื•ืฆื™ืจืŸ ื–ื™ื™.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ื“ื™ ืœืขืฆื˜ืข ื‘ื™ื™ึทืฉืคึผื™ืœ ืื™ื– ืคื™ื ืึทื ืฆื™ืขืœ ืคื™ืจืžืข ื™, ื•ื•ืึธืก ืึทื ืึทืœื™ื™ื–ื“ ื“ื™ ืงืึธืจืึทืœื™ื™ืฉืึทื ื– ืคื•ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ ืื™ืŸ ืœืึทื’ืขืจ ืคึผืจื™ื™ืกื™ื–.

ืื•ืŸ ื“ื™ ืึทืจื‘ืขื˜ ืื™ื– ื’ืขื•ื•ืขืŸ:

  • ืขืก ื–ืขื ืขืŸ ื‘ืขืขืจืขืš 5 ืฉืึทืจืขืก.
  • ืฆื™ื˜ื™ืจื˜ ื™ืขื“ืขืจ 100 ืžื™ืœื™ืกืขืงืึทื ื“ื– ื–ืขื ืขืŸ ื‘ืึทื•ื•ื•ืกื˜.
  • ื“ื™ ื“ืึทื˜ืŸ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืึทืงื™ื•ืžื™ืึทืœื™ื™ื˜ื™ื“ ืื™ื‘ืขืจ 10 ื™ืึธืจ. ืžืฉืžืขื•ืช, ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืงืึธืžืคึผืึทื ื™ืขืก ืžืขืจ, ืคึฟืึทืจ ืขื˜ืœืขื›ืข ื•ื•ื™ื™ื ื™ืงืขืจ.
  • ืขืก ื–ืขื ืขืŸ ื‘ืขืขืจืขืš 100 ื‘ื™ืœื™ืึธืŸ ืจืึธื•ื– ืื™ืŸ ื’ืึทื ืฅ.

ืื•ืŸ ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืจืขื›ืขื ืขืŸ ื“ื™ ืงืึธืจืึทืœื™ื™ืฉืึทืŸ ืคื•ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ื“ืึธ ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ืกื˜ืึทืงืก ืื•ืŸ ื–ื™ื™ืขืจ ืฆื™ื˜ื™ืจื˜. ืื•ื™ื‘ ืื™ื™ื ืขืจ ื’ื™ื™ื˜ ืืจื•ื™ืฃ ืื•ืŸ ื“ืขืจ ืฆื•ื•ื™ื™ื˜ืขืจ ื’ื™ื™ื˜ ืืจื•ื™ืฃ, ืื™ื– ื“ืืก ื ืคืื–ื™ื˜ื™ื•ื•ืข ืงืึธืจืขืœืืฆื™ืข, ื“ืืก ื”ื™ื™ืกื˜ ืื™ื™ื ืขืจ ื’ื™ื™ื˜ ืืจื•ื™ืฃ ืื•ืŸ ื“ืขืจ ืฆื•ื•ื™ื™ื˜ืขืจ ื’ื™ื™ื˜ ืืจื•ื™ืฃ. ืื•ื™ื‘ ืื™ื™ื ืขืจ ื’ื™ื™ื˜ ืืจื•ื™ืฃ, ื•ื•ื™ ืื™ืŸ ื“ื™ ืกื•ืฃ ืคื•ืŸ ื“ื™ ื’ืจืืฃ, ืื•ืŸ ื“ืขืจ ืฆื•ื•ื™ื™ื˜ืขืจ ื’ื™ื™ื˜ ืืจืืค, ืื™ื– ื“ืืก ื ื ืขื’ืื˜ื™ื•ื•ืข ืงืืจืขืœืืฆื™ืข, ื“ืืก ื”ื™ื™ืกื˜ ื•ื•ืขืŸ ืื™ื™ื ืขืจ ื”ื™ื™ื‘ืŸ ื–ื™ืš, ืคืืœื˜ ื“ืขืจ ืฆื•ื•ื™ื™ื˜ืขืจ.

ืึทื ืึทืœื™ื™ื–ื™ื ื’ ื“ื™ ืงืขื’ื ืฆื™ื™ึทื˜ื™ืง ืขื ื“ืขืจื•ื ื’ืขืŸ, ืื™ื™ื ืขืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืคึฟืึธืจื•ื™ืกื–ืึธื’ืŸ ืื™ืŸ ื“ื™ ืคื™ื ืึทื ืฆื™ืขืœ ืžืึทืจืง.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื‘ืขืจ ื“ื™ ืึทืจื‘ืขื˜ ืื™ื– ืฉื•ื•ืขืจ. ื•ื•ืืก ื˜ื•ื˜ ืžืขืŸ ืคืืจ ื“ืขื? ืžื™ืจ ื”ืึธื‘ืŸ 100 ื‘ื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ื•ื•ืึธืก ื”ืึธื‘ืŸ: ืฆื™ื™ื˜, ืœืึทื’ืขืจ ืื•ืŸ ืคึผืจื™ื™ึทื–. ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืจืขื›ืขื ืขืŸ ืขืจืฉื˜ืขืจ 100 ื‘ื™ืœื™ืึธืŸ ืžืืœ ื“ื™ ืคืœื™ืกื ื“ื™ืง ื“ื™ืคืคืขืจืขื ืกืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืคึผืจื™ื™ึทื– ืึทืœื’ืขืจื™ื“ืึทื. RunningDifference ืื™ื– ืึท ืคึฟื•ื ืงืฆื™ืข ืื™ืŸ ClickHouse ืึทื– ืกืึทืงื•ื•ืขื ื˜ืฉืึทืœื™ ืงืึทืœืงื™ืึทืœื™ื™ืฅ ื“ื™ ื—ื™ืœื•ืง ืฆื•ื•ื™ืฉืŸ ืฆื•ื•ื™ื™ ืกื˜ืจื™ื ื’ืก.

ืื•ืŸ ื ืึธืš ื“ืขื, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืจืขื›ืขื ืขืŸ ื“ื™ ืงืึธืจืึทืœื™ื™ืฉืึทืŸ, ืื•ืŸ ื“ื™ ืงืึธืจืึทืœื™ื™ืฉืึทืŸ ืžื•ื–ืŸ ื–ื™ื™ืŸ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ืคึฟืึทืจ ื™ืขื“ืขืจ ืคึผืึธืจ. ืคึฟืึทืจ 5 ืฉืึทืจืขืก, ืคึผืขืจื– ื–ืขื ืขืŸ 000 ืžื™ืœื™ืึธืŸ. ืื•ืŸ ื“ืึธืก ืื™ื– ืึท ืคึผืœืึทืฅ, ื“"ื” 12,5 ืžืืœ ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืจืขื›ืขื ืขืŸ ืคึผื•ื ืงื˜ ืึทื–ืึท ืึท ืงืึธืจืึทืœื™ื™ืฉืึทืŸ ืคื•ื ืงืฆื™ืข.

ืื•ืŸ ืื•ื™ื‘ ืขืžืขืฆืขืจ ืคืืจื’ืขืกืŸ, ื“ืขืžืึธืœื˜ อžx ืื•ืŸ อžy ืื™ื– ืึท ื˜ืฉืขืงืžืึทื˜. ืžื•ืกื˜ืขืจื•ื ื’ ื“ืขืจื•ื•ืึทืจื˜ื•ื ื’. ืึทื– ืื™ื–, ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ื ื™ื˜ ื‘ืœื•ื™ื– ืฆื• ืจืขื›ืขื ืขืŸ ื“ื™ ืจื•ืฅ ืื•ืŸ ืกืึทืžื–, ืึธื‘ืขืจ ืื•ื™ืš ืื™ื™ื ืขืจ ืžืขืจ ืกืึทืžื– ื™ืŸ ื“ื™ ืกืึทืžื–. ื ื‘ื™ื ื˜ืœ ืคื•ืŸ ื—ืฉื‘ื•ื ื•ืช ื“ืึทืจืฃ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ 12,5 ืžื™ืœื™ืึธืŸ ืžืืœ, ืื•ืŸ ืืคื™ืœื• ื’ืจื•ืคึผื˜ ื“ื•ืจืš ืฉืขื”. ืžื™ืจ ืื•ื™ืš ื”ืึธื‘ืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืฉืขื”. ืื•ืŸ ืื™ืจ ื”ืึธื‘ืŸ ืฆื• ื˜ืึธืŸ ื“ืึธืก ืื™ืŸ 60 ืกืขืงื•ื ื“ืขืก. ืก'ืื™ื– ื ื•ื•ื™ืฅ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื ื™ื™ื˜ื™ืง ืฆื• ื”ืึธื‘ืŸ ืฆื™ื™ื˜ ืื™ืŸ ืžื™ื ื“ืกื˜ืขืจ ืขืคืขืก, ื•ื•ื™ื™ึทืœ ืึทืœืข ื“ืขื ื’ืขืืจื‘ืขื˜ ื–ื™ื™ืขืจ, ื–ื™ื™ืขืจ ืกืœืึธื•ืœื™ ืื™ื™ื“ืขืจ ืงืœื™ืงื›ืึธื•ืกืข ื’ืขืงื•ืžืขืŸ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืžืขืŸ ื”ืื˜ ืขืก ื’ืขืคืจื•ืื•ื•ื˜ ืื•ื™ืกืจืขื›ืขื ืขืŸ ืื•ื™ืคืŸ ื”ืื“ื•ืืค, ืื•ื™ืคืŸ ืกืคืึทืจืง, ืื•ื™ืคืŸ ื’ืจื™ื ืคืœื•ื. ืื•ืŸ ื“ืึธืก ืึทืœืฅ ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ืคึผืึทืžืขืœืขืš ืึธื“ืขืจ ื˜ื™ื™ึทืขืจ. ืึทื– ืื™ื–, ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ืขืคืขืก ืจืขื›ืขื ืขืŸ, ืึธื‘ืขืจ ื“ืขืžืึธืœื˜ ืขืก ืื™ื– ื˜ื™ื™ึทืขืจ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ื“ืขืžืึธืœื˜ ClickHouse ื’ืขืงื•ืžืขืŸ ืฆื•ื–ืืžืขืŸ ืื•ืŸ ื“ื™ ื˜ื™ื ื’ื– ื’ืขื•ื•ืืจืŸ ืคื™ืœ ื‘ืขืกืขืจ.

ืื™ืš ื“ืขืจืžืึธื ืขืŸ ืื™ืจ ืึทื– ืžื™ืจ ื”ืึธื‘ืŸ ืึท ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ื“ืึทื˜ืŸ ืึธืจื˜, ื•ื•ื™ื™ึทืœ ืงืึธืจืึทืœื™ื™ืฉืึทื ื– ืงืขื ืขืŸ ื ื™ื˜ ื–ื™ื™ืŸ ืœืึธื•ืงืึทืœื™ื™ื–ื“. ืžื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ืฉื˜ืขืœืŸ ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื“ืึทื˜ืŸ ืื•ื™ืฃ ืื™ื™ืŸ ืกืขืจื•ื•ืขืจ, ืขื˜ืœืขื›ืข ืื•ื™ืฃ ืื ื“ืขืจืŸ ืื•ืŸ ืจืขื›ืขื ืขืŸ, ืžื™ืจ ืžื•ื–ืŸ ื”ืึธื‘ืŸ ืึทืœืข ื“ื™ ื“ืึทื˜ืŸ ืื•ืžืขื˜ื•ื.

ื•ื•ืืก ื”ืื‘ืŸ ื–ื™ื™ ื’ืขื˜ื•ืŸ? ื˜ื›ื™ืœืขืก, ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืœืึธื•ืงืึทืœื™ื™ื–ื“. ื™ืขื“ืขืจ ืกืขืจื•ื•ืขืจ ืกื˜ืึธืจื– ื“ืึทื˜ืŸ ื•ื•ืขื’ืŸ ื“ื™ ืคึผืจื™ื™ืกื™ื ื’ ืคื•ืŸ ืึท ื–ื™ื›ืขืจ ื’ืึทื ื’ ืคื•ืŸ ืฉืึทืจืขืก. ืื•ืŸ ื–ื™ื™ ื˜ืึธืŸ ื ื™ื˜ ืึธื•ื•ื•ืขืจืœืึทืคึผ. ื“ืขืจื™ื‘ืขืจ, ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ืจืขื›ืขื ืขืŸ ืœืึธื’Return ืื™ืŸ ืคึผืึทืจืึทืœืขืœ ืื•ืŸ ื™ื ื“ื™ืคึผืขื ื“ืึทื ื˜ืœื™, ืึทืœืข ื“ืขื ื›ืึทืคึผืึทื ื– ืึทื–ื•ื™ ื•ื•ื™ื™ึทื˜ ืื™ืŸ ืคึผืึทืจืึทืœืขืœ ืื•ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜.

ื“ืขืžืึธืœื˜ ืžื™ืจ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ืจืขื“ื•ืฆื™ืจืŸ ื“ื™ ื“ืึทื˜ืŸ, ื‘ืฉืขืช ื ื™ืฉื˜ ืคืึทืจืœื™ืจืŸ ื™ืงืกืคึผืจืขืกื™ื•ื•ื ืึทืก. ืจืขื“ื•ืฆื™ืจืŸ ื ื™ืฆืŸ ืขืจื™ื™ื–, ื“"ื” ืคึฟืึทืจ ื™ืขื“ืขืจ ืฆื™ื™ึทื˜ ืคื•ืŸ ืฆื™ื™ึทื˜, ืžืึทื›ืŸ ืึท ืžืขื ื’ืข ืคื•ืŸ โ€‹โ€‹ืกื˜ืึทืงืก ืื•ืŸ ืึท ืžืขื ื’ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ืคึผืจื™ื™ื–. ื“ืขืจื™ื‘ืขืจ, ืขืก ื ืขืžื˜ ืคื™ืœ ื•ื•ื™ื™ื ื™ืงืขืจ ื“ืึทื˜ืŸ ืคึผืœืึทืฅ. ืื•ืŸ ื–ื™ื™ ื–ืขื ืขืŸ ืึท ื‘ื™ืกืœ ื’ืจื™ื ื’ืขืจ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜. ื“ืืก ื–ืขื ืขืŸ ื›ึผืžืขื˜ ืคึผืึทืจืึทืœืขืœ ืึทืคึผืขืจื™ื™ืฉืึทื ื–, ื“"ื” ืžื™ืจ ื˜ื™ื™ืœ ืœื™ื™ืขื ืขืŸ ืื™ืŸ ืคึผืึทืจืึทืœืขืœ ืื•ืŸ ื“ืขืžืึธืœื˜ ืฉืจื™ื™ึทื‘ืŸ ืฆื• ื“ื™ ืกืขืจื•ื•ืขืจ.

ื ืึธืš ื“ืขื, ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืจืขืคึผืœื™ืงื™ื™ื˜ื™ื“. ื“ืขืจ ื‘ืจื™ื•ื• "ืจ" ืžื™ื˜ืœ ืึทื– ืžื™ืจ ืจืขืคึผืœื™ืงื™ื™ื˜ื™ื“ ื“ื™ ื“ืึทื˜ืŸ. ื“ืึธืก ืื™ื–, ืžื™ืจ ื”ืึธื‘ืŸ ื“ื™ ื–ืขืœื‘ืข ื“ืึทื˜ืŸ ืื•ื™ืฃ ืึทืœืข ื“ืจื™ื™ ืกืขืจื•ื•ืขืจืก - ื“ืึธืก ื–ืขื ืขืŸ ื“ื™ ืขืจื™ื™ื–.

ืื•ืŸ ืžื™ื˜ ืึท ืกืคึผืขืฆื™ืขืœ ืฉืจื™ืคื˜ ืคื•ืŸ ื“ืขื ื’ืึทื ื’ ืคื•ืŸ 12,5 ืžื™ืœื™ืึธืŸ ืงืึธืจืึทืœื™ื™ืฉืึทื ื– ื•ื•ืึธืก ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“, ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืคึผืึทืงืึทื“ื–ืฉืึทื–. ื“ืึธืก ืื™ื–, 2 ื˜ืึทืกืงืก ืžื™ื˜ 500 ืคึผืขืจื– ืคื•ืŸ ืงืึธืจืึทืœื™ื™ืฉืึทื ื–. ืื•ืŸ ื“ืขื ืึทืจื‘ืขื˜ ืื™ื– ืฆื• ื–ื™ื™ืŸ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ืื•ื™ืฃ ืึท ืกืคึผืขืฆื™ืคื™ืฉ ืงืœื™ืงื›ืึธื•ืกืข ืกืขืจื•ื•ืขืจ. ืขืจ ื”ืื˜ ืึทืœืข ื“ื™ ื“ืึทื˜ืŸ, ื•ื•ื™ื™ึทืœ ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื“ื™ ื–ืขืœื‘ืข ืื•ืŸ ืขืจ ืงืขื ืขืŸ ืจืขื›ืขื ืขืŸ ื–ื™ื™ ืกืึทืงื•ื•ืขื ื˜ืฉืึทืœื™.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืึทืžืึธืœ ื•ื•ื™ื“ืขืจ, ื“ืึธืก ืื™ื– ื•ื•ืึธืก ืขืก ืงื•ืงื˜ ื•ื•ื™. ืขืจืฉื˜ืขืจ, ืžื™ืจ ื”ืึธื‘ืŸ ืึทืœืข ื“ื™ ื“ืึทื˜ืŸ ืื™ืŸ ื“ืขื ืกื˜ืจื•ืงื˜ื•ืจ: ืฆื™ื™ื˜, ืฉืึทืจืขืก, ืคึผืจื™ื™ึทื–. ื“ืขืจื ืึธืš ืžื™ืจ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ืœืึธื’ืจืขื˜ื•ืจืŸ, ื“"ื” ื“ืึทื˜ืŸ ืคื•ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืกื˜ืจื•ืงื˜ื•ืจ, ืึธื‘ืขืจ ืึทื ืฉื˜ืึธื˜ ืคื•ืŸ ื“ื™ ืคึผืจื™ื™ึทื– ืžื™ืจ ืฉื•ื™ืŸ ื”ืึธื‘ืŸ ืœืึธื’ืจืขื˜ื•ืจืŸ. ื“ืขืจื ืึธืš ื–ื™ื™ ื–ืขื ืขืŸ ืจื™ื“ืึทืŸ, ื“"ื” ืžื™ืจ ื”ืึธื‘ืŸ ื“ื™ ืฆื™ื™ื˜ ืื•ืŸ ื’ืจื•ืคึผืข ืึทืจืจื™ื™ึท ืคึฟืึทืจ ืกื˜ืึทืงืก ืื•ืŸ ืคึผืจื™ื™ืกืึทื–. ืจืขืคึผืœื™ืงื™ื™ื˜ื™ื“. ืื•ืŸ ื ืึธืš ื“ืขื, ืžื™ืจ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ื˜ืึทืกืงืก ืื•ืŸ ืคืืกื˜ืขื›ืขืจ ื–ื™ื™ ืฆื• ClickHouse ืึทื–ื•ื™ ืึทื– ืขืก ื•ื•ืึธืœื˜ ืฆื™ื™ืœืŸ ื–ื™ื™. ืื•ืŸ ืขืก ืึทืจื‘ืขื˜.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ื™ืฃ ื“ืขืจื•ื•ื™ื™ึทื– ืคื•ืŸ ื‘ืึทื’ืจื™ืฃ, ื“ื™ ืึทืจื‘ืขื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืกื•ื‘ื˜ืึทืกืง, ื“"ื” ื•ื•ื™ื™ื ื™ืงืขืจ ื“ืึทื˜ืŸ ืื™ื– ื’ืขื ื•ืžืขืŸ. ืื•ืŸ ื‘ืœื•ื™ื– ื“ืจื™ื™ึท ืกืขืจื•ื•ืขืจืก.

ื“ืขืจ ืขืจืฉื˜ืขืจ ืฆื•ื•ื™ื™ ืกื˜ืึทื’ืขืก: ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื ื’ Log_return ืื•ืŸ ืจืึทืคึผื™ื ื’ ืื™ืŸ ืขืจื™ื™ื– ื’ืขื ื•ืžืขืŸ ื•ื•ืขื’ืŸ ืึท ืฉืขื”.

ืื•ืŸ ื“ืขืจ ื›ืขื–ืฉื‘ืŸ ืคื•ืŸ ื“ื™ ืงืึธืจืึทืœื™ื™ืฉืึทืŸ ืื™ื– ื•ื•ืขื’ืŸ 50 ืฉืขื”. ืื‘ืขืจ 50 ืฉืขื” ืื™ื– ื ื™ืฉื˜ ื’ืขื ื•ื’, ื•ื•ื™ื™ืœ ื–ื™ื™ ืคืœืขื’ืŸ ืืจื‘ืขื˜ืŸ ื•ื•ืื›ืŸ. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื’ืจื•ื™ืก ื”ืฆืœื—ื”. ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ืจืขื›ืขื ืขืŸ, 70 ืžืืœ ืคึผืขืจ ืกืขืงื•ื ื“ืข ืึทืœืฅ ืื™ื– ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ืื•ื™ืฃ ื“ืขื ืงื ื•ื™ืœ.

ืื‘ืขืจ ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ื–ืึทืš ืื™ื– ืึทื– ื“ืขื ืกื™ืกื˜ืขื ืื™ื– ืคึผืจืึทืงื˜ืึทืงืœื™ ืึธืŸ ื‘ืึทื˜ืึทืœื ืขืงืก, ื“"ื” ืขืก ื•ื•ืึธื’ ื›ึผืžืขื˜ ืœื™ื ืขืึทืจืœื™. ืื•ืŸ ื–ื™ื™ ื”ืึธื‘ืŸ ืขืก ืึธืคึผื’ืขืฉื˜ืขืœื˜. ื”ืฆืœื—ื” ืกืงื™ื™ืœื“ ืขืก ืึทืจื•ื™ืฃ.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

  • ื“ื™ ืจืขื›ื˜ ืกื›ืขืžืข ืื™ื– ื”ืึทืœื‘ ื“ื™ ื”ืฆืœื—ื”. ืื•ืŸ ื“ื™ ืจืขื›ื˜ ืกื›ืขืžืข ืื™ื– ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ืึทืœืข ื“ื™ ื ื•ื™ื˜ื™ืง ืงืœื™ืงื›ืึธื•ืกืข ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื–.
  • ืกืึทืžื™ื ื’ / ืึทื’ื’ืจืขื’ืึทื˜ื™ื ื’ ืžืขืจื’ืขื˜ืจืขืขืก ื–ืขื ืขืŸ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื•ื•ืึธืก ืœืึธื–ืŸ ืื™ืจ ืฆื• ื–ืึทืžืœืขืŸ ืึธื“ืขืจ ื‘ืึทื˜ืจืึทื›ื˜ืŸ ืึท ืฉื˜ืึทื˜ ืžืึธืžืขื ื˜ื‘ื™ืœื“ ื•ื•ื™ ืึท ืกืคึผืขืฆื™ืขืœ ืคืึทืœ. ืื•ืŸ ืขืก ื–ื™ื™ืขืจ ืกื™ืžืคึผืœืึทืคื™ื™ื– ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื–ืื›ืŸ.
  • ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ ืงื•ืงืŸ ืœืึธื–ืŸ ืื™ืจ ื‘ื™ื™ืคึผืึทืก ื“ื™ ืื™ื™ืŸ ืื™ื ื“ืขืงืก ืฉื™ืขื•ืจ. ืืคึฟืฉืจ ืื™ืš ื”ืื˜ ื ื™ืฉื˜ ื–ืึธื’ืŸ ืขืก ื–ื™ื™ืขืจ ืงืœืืจ, ืึธื‘ืขืจ ื•ื•ืขืŸ ืžื™ืจ ืœืึธื•ื“ื™ื“ ื“ื™ ืœืึธื’ืก, ื“ื™ ืจื•ื™ ืœืึธื’ืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ ืžื™ื˜ ืื™ื™ืŸ ืื™ื ื“ืขืงืก, ืื•ืŸ ื“ื™ ืึทื˜ืจื™ื‘ื™ื•ื˜ ืœืึธื’ืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ื™ ื˜ื™ืฉ, ื“"ื” ื“ื™ ื–ืขืœื‘ืข ื“ืึทื˜ืŸ, ื‘ืœื•ื™ื– ืคื™ืœื˜ืขืจื“, ืึธื‘ืขืจ ื“ืขืจ ืื™ื ื“ืขืงืก ืื™ื– ื’ืึธืจ ืคื™ืœื˜ืขืจื“. ืื ื“ืขืจืข. ืขืก ืžื™ื™ื ื˜ ืฆื• ื–ื™ื™ืŸ ื“ื™ ื–ืขืœื‘ืข ื“ืึทื˜ืŸ, ืึธื‘ืขืจ ืึทื ื“ืขืจืฉ ืกืึธืจื˜ื™ื ื’. ืื•ืŸ ืžืึทื˜ื™ืจื™ืึทืœื™ื–ืขื“ ืงื•ืงืŸ ืึทืœืึทื•ื– ืื™ืจ, ืื•ื™ื‘ ืื™ืจ ื“ืึทืจืคึฟืŸ ืขืก, ื‘ื™ื™ืคึผืึทืก ืึทื–ืึท ืึท ืงืœื™ืงื›ืึธื•ืกืข ื‘ืึทื’ืจืขื ืขืฆื•ื ื’.
  • ืจืขื“ื•ืฆื™ืจืŸ ืื™ื ื“ืขืงืก ื’ืจืึทื ื•ืœืึทืจื™ื˜ื™ ืคึฟืึทืจ ืคื•ื ื˜ ืงื•ื•ื™ืจื™ื–.
  • ืื•ืŸ ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ื“ื™ ื“ืึทื˜ืŸ ืกืžืึทืจื˜ืœื™, ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืœืึธื•ืงืึทืœื™ื™ื–ื“ ื“ื™ ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ืกืขืจื•ื•ืขืจ ื•ื•ื™ ืคื™ืœ ื•ื•ื™ ืžืขื’ืœืขืš. ืื•ืŸ ืคึผืจื•ึผื•ื•ื˜ ืฆื• ืขื ืฉื•ืจ ืึทื– ืจื™ืงื•ื•ืขืก ืื•ื™ืš ื ื•ืฆืŸ ืœืึธื•ืงืึทืœืึทื–ื™ื™ืฉืึทืŸ ื•ื•ื™ ืคื™ืœ ื•ื•ื™ ืžืขื’ืœืขืš.

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

ืื•ืŸ ืกืึทืžื™ื ื’ ื“ืขื ืงื•ืจืฅ ืจืขื“ืข, ืžื™ืจ ืงืขื ืขืŸ ื–ืึธื’ืŸ ืึทื– ClickHouse ื”ืื˜ ืื™ืฆื˜ ืคืขืกื˜ ืคืึทืจื ื•ืžืขืŸ ื“ื™ ื˜ืขืจื™ื˜ืึธืจื™ืข ืคื•ืŸ โ€‹โ€‹ื‘ื™ื™ื“ืข ื’ืขืฉืขืคื˜ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ืื•ืŸ ืึธืคึฟืŸ ืžืงื•ืจ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ื“"ื”, ืกืคึผืึทืกื™ืคื™ืงืœื™ ืคึฟืึทืจ ืึทื ืึทืœื™ื˜ื™ืงืก. ืขืจ ืคื™ืฅ ื‘ื™ืฉืœื™ื™ืžืขืก ืื™ืŸ ื“ืขื ืœืึทื ื“ืฉืึทืคื˜. ืื•ืŸ ื•ื•ืึธืก ืก ืžืขืจ, ืขืก ืกืœืึธื•ืœื™ ืกื˜ืึทืจืฅ ืฆื• ืžืึทืกืข ืื•ื™ืก ืื ื“ืขืจืข, ื•ื•ื™ื™ึทืœ ื•ื•ืขืŸ ืื™ืจ ื”ืึธื‘ืŸ ClickHouse, ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื“ืึทืจืคึฟืŸ InfiniDB. Vertika ืงืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื“ืืจืฃ ื‘ืึทืœื“ ืื•ื™ื‘ ื–ื™ื™ ืžืึทื›ืŸ ื ืึธืจืžืึทืœ SQL ืฉื˜ื™ืฆืŸ. ื”ื ืื”!

ื˜ืขืึธืจื™ืข ืื•ืŸ ืคื™ืจ ืคื•ืŸ ื ื™ืฆืŸ ClickHouse ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ืืœืขืงืกืื ื“ืขืจ ื–ื™ื™ืฆืขื•ื• (2018)

-ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ื–ื™ื™ืขืจ ืื™ื ื˜ืจืขืกืื ื˜! ื–ืขื ืขืŸ ืขืก ืงื™ื™ืŸ ืงืึทืžืคึผืขืจืึทืกืึทื ื– ืžื™ื˜ ืึทืคึผืึทื˜ืฉื™ ืคื™ื ื™ืงืก?

ื ื™ื™ืŸ, ืื™ืš ื”ืึธื‘ ื ื™ืฉื˜ ื’ืขื”ืขืจื˜ ื•ื•ืขืจ ืขืก ื™ื– ืคืึทืจื’ืœื™ื™ึทื›ืŸ. ืžื™ืจ ืื•ืŸ ื™ืึทื ื“ืขืงืก ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ื”ืึทืœื˜ืŸ ืฉืคึผื•ืจ ืคื•ืŸ ืึทืœืข ืงืœื™ืงื›ืึธื•ืกืข ืงืึทืžืคึผืขืจืึทืกืึทื ื– ืžื™ื˜ ืคืึทืจืฉื™ื“ืขื ืข ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–. ื•ื•ื™ื™ึทืœ ืื•ื™ื‘ ืคึผืœื•ืฆืœื™ื ื’ ืขืคึผืขืก ืื™ื– ืคืึทืกื˜ืขืจ ื•ื•ื™ ืงืœื™ืงืงื›ืึทื•ืก, ืœืขืฉืึท ืžื™ืœืึธื•ื•ื™ื“ืึธื•ื• ืงืขืŸ ื ื™ืฉื˜ ืฉืœืึธืคืŸ ื‘ื™ื™ึท ื ืึทื›ื˜ ืื•ืŸ ื”ื™ื™ื‘ื˜ ืฆื• ื’ืขืฉื•ื•ื™ื ื“ ื’ืขืฉื•ื•ื™ื ื“. ืื™ืš ื”ืื‘ ื ื™ืฉื˜ ื’ืขื”ืขืจื˜ ืคื•ืŸ ืื–ื ืคืืจื’ืœื™ื™ืš.

  • (Aleksey Milovidov) ืึทืคึผืึทื˜ืฉื™ ืคื™ื ื™ืงืก ืื™ื– ืึท ืกืงืœ ืžืึธื˜ืึธืจ ืคึผืึทื•ืขืจื“ ื“ื•ืจืš Hbase. Hbase ืื™ื– ื“ืขืจ ื”ื•ื™ืคึผื˜ ืคึฟืึทืจ ืฉืœื™ืกืœ-ื•ื•ืขืจื˜ ืึทืจื‘ืขื˜ ืกืฆืขื ืึทืจ. ื“ืึธืจื˜, ืื™ืŸ ื™ืขื“ืขืจ ืฉื•ืจื”, ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืึท ืึทืจื‘ื™ื˜ืจืึทืจื™ืฉ ื ื•ืžืขืจ ืคื•ืŸ ืฉืคืืœื˜ืŸ ืžื™ื˜ ืึทืจื‘ื™ื˜ืจืึทืจื™ืฉ ื ืขืžืขืŸ. ื“ืึธืก ืงืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืึธื’ื˜ ื•ื•ืขื’ืŸ ืึทื–ืึท ืกื™ืกื˜ืขืžืขืŸ ื•ื•ื™ Hbase, Cassandra. ืื•ืŸ ืขืก ื–ืขื ืขืŸ ื“ื•ื•ืงื ืฉื•ื•ืขืจ ืึทื ืึทืœื™ื˜ื™ืงืึทืœ ืคึฟืจืื’ืŸ ื•ื•ืึธืก ื•ื•ืขื˜ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ ื ืึธืจืžืึทืœื™ ืคึฟืึทืจ ื–ื™ื™. ืึธื“ืขืจ ืื™ืจ ืงืขืŸ ื˜ืจืึทื›ื˜ืŸ ืึทื– ื–ื™ื™ ืึทืจื‘ืขื˜ ื’ื•ื˜ ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ืงื™ื™ืŸ ื“ืขืจืคืึทืจื•ื ื’ ืžื™ื˜ ClickHouse.

  • ื“ืึทื ืง

    • ื ื’ื•ื˜ืŸ ืžื™ื˜ืื’ ืื™ืš ื‘ื™ืŸ ืฉื•ื™ืŸ ื’ืึทื ืฅ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืื™ืŸ ื“ืขื ื˜ืขืžืข, ื•ื•ื™ื™ึทืœ ืื™ืš ื”ืึธื‘ืŸ ืึทืŸ ืึทื ืึทืœื™ื˜ื™ืงืึทืœ ืกืึทื‘ืกื™ืกื˜ืขื. ืึธื‘ืขืจ ื•ื•ืขืŸ ืื™ืš ืงื•ืง ืื™ืŸ ClickHouse, ืื™ืš ื‘ืึทืงื•ืžืขืŸ ื“ื™ ื’ืขืคื™ืœ ืึทื– ClickHouse ืื™ื– ื–ื™ื™ืขืจ ืคึผืึทืกื™ืง ืคึฟืึทืจ ื’ืขืฉืขืขื ื™ืฉ ืึทื ืึทืœื™ืกื™ืก, ืžื™ื•ื˜ืึทื‘ืึทืœ. ืื•ืŸ ืื•ื™ื‘ ืื™ืš ื“ืึทืจืคึฟืŸ ืฆื• ืึทื ืึทืœื™ื™ื– ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื’ืขืฉืขืคื˜ ื“ืึทื˜ืŸ ืžื™ื˜ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ื’ืจื•ื™ืก ื˜ื™ืฉืŸ, ืงืœื™ืงื›ืึธื•ืกืข, ื•ื•ื™ ื•ื•ื™ื™ึทื˜ ื•ื•ื™ ืื™ืš ืคึฟืึทืจืฉื˜ื™ื™ืŸ, ืื™ื– ื ื™ืฉื˜ ื–ื™ื™ืขืจ ืคึผืึทืกื™ืง ืคึฟืึทืจ ืžื™ืจ? ืกืคึผืขืฆื™ืขืœ ืื•ื™ื‘ ื–ื™ื™ ื˜ื•ื™ืฉืŸ. ืื™ื– ื“ืึธืก ืจื™ื›ื˜ื™ืง ืึธื“ืขืจ ื–ืขื ืขืŸ ืขืก ื‘ื™ื™ืฉืคื™ืœืŸ ื•ื•ืึธืก ืงืขื ืขืŸ ืึธืคึผื–ืึธื’ืŸ ื“ืขื?

    • ื“ืืก ืื™ื– ืจืขื›ื˜. ืื•ืŸ ื“ืึธืก ืื™ื– ืืžืช ืคึฟืึทืจ ืจื•ื‘ึฟ ืกืคึผืขืฉืึทืœื™ื™ื–ื“ ืึทื ืึทืœื™ื˜ื™ืงืึทืœ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–. ื–ื™ื™ ื–ืขื ืขืŸ ื˜ื™ื™ืœืขืจื“ ืคึฟืึทืจ ื“ื™ ืคืึทืงื˜ ืึทื– ืขืก ื–ืขื ืขืŸ ืื™ื™ืŸ ืึธื“ืขืจ ืžืขืจ ื’ืจื•ื™ืก ื˜ื™ืฉืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืžื™ื•ื˜ืึทื‘ืึทืœ, ืื•ืŸ ืคึฟืึทืจ ืคื™ืœืข ืงืœื™ื™ืŸ ืึธื ืขืก ื•ื•ืึธืก ื˜ื•ื™ืฉืŸ ืกืœืึธื•ืœื™. ื“ืึธืก ืื™ื–, ClickHouse ืื™ื– ื ื™ืฉื˜ ื•ื•ื™ ืึธืจืึทืงืœืข, ื•ื•ื• ืื™ืจ ืงืขื ืขืŸ ืฉื˜ืขืœืŸ ืึทืœืฅ ืื•ืŸ ื‘ื•ื™ืขืŸ ืขื˜ืœืขื›ืข ื–ื™ื™ืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ืคึฟืจืื’ืŸ. ืื™ืŸ ืกื“ืจ ืฆื• ื ื•ืฆืŸ ClickHouse ื™ืคืขืงื˜ื™ื•ื•ืœื™, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ื•ื™ืขืŸ ืึท ืกื›ืขืžืข ืื™ืŸ ืึท ื•ื•ืขื’ ื•ื•ืึธืก ืึทืจื‘ืขื˜ ื’ืขื–ื•ื ื˜ ืื™ืŸ ClickHouse. ื“ืึธืก ืื™ื–, ื•ื™ืกืžื™ื™ื“ืŸ ื™ื‘ืขืจื™ืง ื ืึธืจืžืึทืœื™ื–ื™ื™ืฉืึทืŸ, ื ื•ืฆืŸ ื“ื™ืงืฉืึทื ืขืจื™ื–, ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืžืึทื›ืŸ ื•ื•ื™ื™ื ื™ืงืขืจืข ืœืึทื ื’ ืœื™ื ืงืก. ืื•ืŸ ืื•ื™ื‘ ื“ื™ ืกื›ืขืžืข ืื™ื– ื’ืขื‘ื•ื™ื˜ ืื™ืŸ ื“ืขื ื•ื•ืขื’, ืขื ืœืขืš ื’ืขืฉืขืคื˜ ื˜ืึทืกืงืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“ ืื•ื™ืฃ ClickHouse ืคื™ืœ ืžืขืจ ื™ืคื™ืฉืึทื ื˜ืœื™ ื•ื•ื™ ืื•ื™ืฃ ืึท ื˜ืจืื“ื™ืฆื™ืื ืขืœืŸ ืจื™ืœื™ื™ืฉืึทื ืึทืœ ื“ืึทื˜ืึทื‘ื™ื™ืก.

ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืื™ืš ื”ืึธื‘ืŸ ืึท ืงืฉื™ื ื•ื•ืขื’ืŸ ื“ื™ ืœืขืฆื˜ืข ืคื™ื ืึทื ืฆื™ืขืœ ืคืึทืœ. ื–ื™ื™ ื”ืึธื‘ืŸ ืึทื ืึทืœื™ืกื™ืก. ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื•ื•ื™ ื–ื™ื™ ื’ื™ื™ืŸ ืึทืจื•ื™ืฃ ืื•ืŸ ืึทืจืึธืคึผ. ืื•ืŸ ืื™ืš ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืื™ืจ ื’ืขื‘ื•ื™ื˜ ื“ืขื ืกื™ืกื˜ืขื ืกืคึผืึทืกื™ืคื™ืงืœื™ ืคึฟืึทืจ ื“ืขื ืึทื ืึทืœื™ื˜ื™ืงืก? ืื•ื™ื‘ ืžืึธืจื’ืŸ, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื–ื™ื™ ื“ืึทืจืคึฟืŸ ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ื‘ืึทืจื™ื›ื˜ ืื•ื™ืฃ ื“ื™ ื“ืึทื˜ืŸ, ื˜ืึธืŸ ื–ื™ื™ ื“ืึทืจืคึฟืŸ ืฆื• ืฉื™ื™ึทืขืš-ื‘ื•ื™ืขืŸ ื“ื™ ืกื›ืขืžืข ืื•ืŸ ืฆื•ืคึฟืขืœื™ืงืขืจ ื“ื™ ื“ืึทื˜ืŸ? ืึทื– ืื™ื–, ืฆื• ื˜ืึธืŸ ืขื˜ืœืขื›ืข ืคึผืจืขืคึผืจืึธืกืขืกืกื™ื ื’ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ื‘ืงืฉื”?

ื“ืึธืš, ื“ืึธืก ืื™ื– ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ClickHouse ืคึฟืึทืจ ืึท ื–ื™ื™ืขืจ ืกืคึผืขืฆื™ืคื™ืฉ ืึทืจื‘ืขื˜. ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืžืขืจ ื˜ืจืึทื“ื™ืฉืึทื ืึทืœื™ ืกืึทืœื•ื•ื“ ืื™ืŸ Hadoop. ืคึฟืึทืจ Hadoop, ื“ืึธืก ืื™ื– ืึทืŸ ืื™ื“ืขืืœ ืึทืจื‘ืขื˜. ืึธื‘ืขืจ ืื•ื™ืฃ Hadoop ืขืก ืื™ื– ื–ื™ื™ืขืจ ืคึผืึทืžืขืœืขืš. ืื•ืŸ ืžื™ื™ืŸ ืฆื™ืœ ืื™ื– ืฆื• ื‘ืึทื•ื•ื™ื™ึทื–ืŸ ืึทื– ืงืœื™ืงื›ืึธื•ืกืข ืงืขื ืขืŸ ืกืึธืœื•ื•ืข ื˜ืึทืกืงืก ื•ื•ืึธืก ื–ืขื ืขืŸ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืกืึทืœื•ื•ื“ ื“ื•ืจืš ื’ืึธืจ ืคืึทืจืฉื™ื“ืขื ืข ืžื™ื˜ืœืขืŸ, ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜ ื˜ืึธืŸ ื“ืึธืก ืคื™ืœ ืžืขืจ ื™ืคื™ืฉืึทื ื˜ืœื™. ืขืก ืื™ื– ื“ื™ื–ื™ื™ื ื“ ืคึฟืึทืจ ืึท ืกืคึผืขืฆื™ืคื™ืฉ ืึทืจื‘ืขื˜. ืขืก ืื™ื– ืงืœืึธืจ ืึทื– ืื•ื™ื‘ ืขืก ืื™ื– ืึท ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ืขืคึผืขืก ืขื ืœืขืš, ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“ ืื™ืŸ ืึท ืขื ืœืขืš ื•ื•ืขื’.

ืขืก ืื™ื– ืงืœืึธืจ. ืื™ืจ ื”ืึธื˜ ื’ืขื–ืึธื’ื˜ ืึทื– 50 ืฉืขื” ื–ืขื ืขืŸ ืคึผืจืึทืกืขืกื˜. ืื™ื– ืขืก ืคึฟื•ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘, ื•ื•ืขืŸ ื”ืึธื˜ ืื™ืจ ืœืึธื“ืŸ ื“ื™ ื“ืึทื˜ืŸ ืึธื“ืขืจ ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ?

ื™ื ื™ื.

ื’ื•ื˜ ื“ืึทื ืงืขืŸ ื“ื™ืจ ื–ื™ื™ืขืจ ืคื™ืœ.

ื“ืึธืก ืื™ื– ืื•ื™ืฃ ืึท 3 ืกืขืจื•ื•ืขืจ ืงื ื•ื™ืœ.

ื’ืจืขืขื˜ื™ื ื’ืก! ื ื“ืื ืง ืคืืจ ื“ืขื ื‘ืืจื™ื›ื˜! ืึทืœืฅ ืื™ื– ื–ื™ื™ืขืจ ื˜ืฉื™ืงืึทื•ื•ืข. ืื™ืš ื•ื•ืขืœ ื ื™ืฉื˜ ืคืจืขื’ืŸ ืึท ื‘ื™ืกืœ ื•ื•ืขื’ืŸ ื“ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™, ืึธื‘ืขืจ ื•ื•ืขื’ืŸ ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ClickHouse ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืคืขืกื˜ืงื™ื™ึทื˜. ื“ืึธืก ื”ื™ื™ืกื˜, ื”ืึธื˜ ืื™ืจ ืขืคึผืขืก, ื”ืึธื˜ ืื™ืจ ื’ืขืžื•ื–ื˜ ืฆื•ืจื™ืงืงืจื™ื’ืŸ? ื•ื•ื™ ื˜ื•ื˜ ClickHouse ื‘ื™ื›ื™ื™ื•ื• ืื™ืŸ ื“ืขื ืคืึทืœ? ืื•ืŸ ืื™ื– ืขืก ื’ืขืฉืขืŸ ืึทื– ืื™ืจ ื”ืึธื˜ ืื•ื™ืš ืึท ืจืขืคึผืœื™ืงืข? ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืžื™ืจ ื’ืขืคึผืœืึธื ื˜ืขืจื˜ ืึท ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ClickHouse ื•ื•ืขืŸ ืขืก ื ืึธืš ื‘ืึทืงื•ืžืขืŸ ืื•ื™ืก ืคื•ืŸ ื–ื™ื™ืŸ ืฉื™ืขื•ืจ ืื•ืŸ ืคืืœืก.

ืคื•ืŸ ืงื•ืจืก, ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ื™ื“ืขืึทืœ ืกื™ืกื˜ืขืžืขืŸ. ืื•ืŸ ClickHouse ืื•ื™ืš ื”ืื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคืจืื‘ืœืขืžืขืŸ. ืึธื‘ืขืจ ื”ืึธื‘ืŸ ืื™ืจ ื’ืขื”ืขืจื˜ ื•ื•ืขื’ืŸ Yandex.Metrica ื ื™ืฉื˜ ืืจื‘ืขื˜ืŸ ืคึฟืึทืจ ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜? ืžืกืชึผืžื ื ื™ืฉื˜. ืขืก ืื™ื– ืืจื‘ืขื˜ืŸ ืจื™ืœื™ื™ืึทื‘ืœื™ ื–ื™ื ื˜ 2012-2013 ืื•ื™ืฃ ClickHouse. ืื™ืš ืงืขืŸ ื–ืึธื’ืŸ ื“ื™ ื–ืขืœื‘ืข ื•ื•ืขื’ืŸ ืžื™ื™ืŸ ื“ืขืจืคืึทืจื•ื ื’. ืžื™ ืจ ื”ืื‘ ืŸ ืงืฒื ืžื ืœ ื ื™ืฉ ื˜ ื’ืขื”ืื˜ . ืขื˜ืœืขื›ืข ืคึผืึทืจื˜ื™ื™ื™ืฉ ื˜ื™ื ื’ื– ืงืขืŸ ืคึผืึทืกื™ืจืŸ, ืึธื‘ืขืจ ื–ื™ื™ ื–ืขื ืขืŸ ืงื™ื™ื ืžืึธืœ ืงืจื™ื˜ื™ืฉ ื’ืขื ื•ื’ ืฆื• ืขืžืขืก ื•ื•ื™ืจืงืŸ ื“ื™ ื’ืขืฉืขืคื˜. ืขืก ืงื™ื™ื ืžืึธืœ ื’ืขื˜ืจืืคืŸ. ืงืœื™ืงื›ืึธื•ืกืข ืื™ื– ื’ืึทื ืฅ ืคืึทืจืœืึธื–ืœืขืš ืื•ืŸ ื˜ื•ื˜ ื ื™ืฉื˜ ืงืจืึทืš ืจืึทื ื“ืึทืžืœื™. ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืฆื• ื–ืึธืจื’ ื•ื•ืขื’ืŸ ืื™ื. ืขืก ืื™ื– ื ื™ืฉื˜ ืึท ืจื•ื™ ื–ืึทืš. ื“ืึธืก ืื™ื– ืคึผืจืึธื•ื•ืขืŸ ื“ื•ืจืš ืคื™ืœืข ืงืึธืžืคึผืึทื ื™ืขืก.

ื”ืขืœื! ืื™ืจ ื”ืึธื˜ ื’ืขื–ืึธื’ื˜ ืึทื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืจืึทื›ื˜ืŸ ื•ื•ืขื’ืŸ ื“ื™ ื“ืึทื˜ืŸ ืกื›ืขืžืข ื’ืœื™ื™ืš. ื•ื•ืึธืก ืื•ื™ื‘ ืขืก ื’ืขื˜ืจืืคืŸ? ืžื™ื™ึทืŸ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื’ื™ืกืŸ ืื•ืŸ ื’ื™ืกืŸ. ื–ืขืงืก ื—ื“ืฉื™ื ืคืึธืจืŸ, ืื•ืŸ ืื™ืš ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืขืก ืื™ื– ืื•ืžืžืขื’ืœืขืš ืฆื• ืœืขื‘ืŸ ืึทื–ื•ื™, ืื™ืš ื“ืึทืจืคึฟืŸ ืฆื• ืฉื™ื™ึทืขืš-ื•ืคึผืœืึธืึทื“ ื“ื™ ื“ืึทื˜ืŸ ืื•ืŸ ื˜ืึธืŸ ืขืคึผืขืก ืžื™ื˜ ื–ื™ื™.

ื“ืึธืก ื“ืขืคึผืขื ื“ืก ืคื•ืŸ ืงื•ืจืก ืื•ื™ืฃ ื“ื™ื™ืŸ ืกื™ืกื˜ืขื. ืขืก ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ื•ื•ืขื’ืŸ ืฆื• ื˜ืึธืŸ ื“ืึธืก ืžื™ื˜ ื›ึผืžืขื˜ ืงื™ื™ืŸ ื”ืึทืœื˜ืŸ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืึท ืžืึทื˜ื™ืจื™ืึทืœื™ื–ืขื“ View ืื™ืŸ ื•ื•ืึธืก ืฆื• ืžืึทื›ืŸ ืึท ืึทื ื“ืขืจืฉ ื“ืึทื˜ืŸ ืกื˜ืจื•ืงื˜ื•ืจ ืื•ื™ื‘ ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืžืึทืคึผื˜ ื™ื•ื ื™ืงืœื™. ื“ืึธืก ืื™ื–, ืื•ื™ื‘ ืขืก ืึทืœืึทื•ื– ืžืึทืคึผื™ื ื’ ืžื™ื˜ ClickHouse, ื“"ื” ืขืงืกื˜ืจืึทืงื˜ ืขื˜ืœืขื›ืข ื˜ื™ื ื’ื–, ื˜ื•ื™ืฉืŸ ื“ื™ ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ, ื˜ื•ื™ืฉืŸ ืคึผืึทืจื˜ื™ืฉืึทื ื™ื ื’, ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืึท ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ View. ืึธื•ื•ืขืจืจื™ื™ื˜ ื“ื™ื™ืŸ ืึทืœื˜ ื“ืึทื˜ืŸ ื“ืึธืจื˜, ื ื™ื™ึท ืึธื ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ. ืื•ืŸ ื“ืขืžืึธืœื˜ ื ืึธืจ ื‘ืึทืฉื˜ื™ืžืขืŸ ืฆื• ื ื™ืฆืŸ ื“ื™ ืžืึทื˜ื™ืจื™ืึทืœื™ื™ื–ื“ View, ื“ืขืžืึธืœื˜ ื‘ืึทืฉื˜ื™ืžืขืŸ ื“ื™ ืจืขืงืึธืจื“ ืื•ืŸ ื˜ื™ื™ื˜ืŸ ื“ื™ ืึทืœื˜ ื˜ื™ืฉ. ื“ืึธืก ืื™ื– ื‘ื›ืœืœ ืึท ื ื™ื˜-ื”ืึทืœื˜ืŸ ืื•ืคึฟืŸ.

ื“ืื ืง ืื™ืจ.

ืžืงื•ืจ: www.habr.com

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