NewSQL = NoSQL+ACID
ื‘ื™ื– ืœืขืฆื˜ื ืก, Odnoklassniki ืกื˜ืึธืจื“ ื•ื•ืขื’ืŸ 50 ื˜ื‘ ืคื•ืŸ ื“ืึทื˜ืŸ ืคึผืจืึทืกืขืกื˜ ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืฆื™ื™ื˜ ืื™ืŸ SQL ืกืขืจื•ื•ื™ืจืขืจ. ืคึฟืึทืจ ืึทื–ืึท ืึท ื‘ืึทื ื“, ืขืก ืื™ื– ื›ึผืžืขื˜ ืื•ืžืžืขื’ืœืขืš ืฆื• ืฆื•ืฉื˜ืขืœืŸ ืฉื ืขืœ ืื•ืŸ ืคืึทืจืœืึธื–ืœืขืš, ืื•ืŸ ืืคื™ืœื• ื“ืึทื˜ืŸ ืฆืขื ื˜ืขืจ ื“ื•ืจื›ืคืึทืœ-ื˜ืึธืœืขืจืึทื ื˜ ืึทืงืกืขืก ื ื™ืฆืŸ ืึท SQL DBMS. ื˜ื™ืคึผื™ืงืึทืœืœื™, ืื™ืŸ ืึทื–ืึท ืงืึทืกืขืก, ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ NoSQL ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ื– ื’ืขื ื™ืฆื˜, ืึธื‘ืขืจ ื ื™ื˜ ืึทืœืฅ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื˜ืจืึทื ืกืคืขืจื“ ืฆื• NoSQL: ืขื˜ืœืขื›ืข ืขื ื˜ื™ื˜ื™ื– ื“ืึทืจืคืŸ ืึทืกื™ื“ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื’ืขืจืึทื ื˜ื™ื–.

ื“ืึธืก ื”ืึธื˜ ืื•ื ื“ื– ื’ืขืคึฟื™ืจื˜ ืฆื• ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ NewSQL ืกื˜ืึธืจื™ื“ื–ืฉ, ื“ืึธืก ืื™ื–, ืึท DBMS ื•ื•ืึธืก ื’ื™ื˜ ืฉื•ืœื“ ื˜ืึธืœืขืจืึทื ืฅ, ืกืงืึทืœืึทื‘ื™ืœื™ื˜ื™ ืื•ืŸ ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ NoSQL ืกื™ืกื˜ืขืžืขืŸ, ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜ ื”ืึทืœื˜ืŸ ื“ื™ ืึทืกื™ื“ ื’ืขืจืึทื ื˜ื™ื– ื‘ืึทืงืึทื ื˜ ืžื™ื˜ ืงืœืึทืกื™ืฉ ืกื™ืกื˜ืขืžืขืŸ. ืขืก ื–ืขื ืขืŸ ื•ื•ื™ื™ื ื™ืง ืืจื‘ืขื˜ืŸ ื™ื ื“ืึทืกื˜ืจื™ืึทืœ ืกื™ืกื˜ืขืžืขืŸ ืคื•ืŸ ื“ืขื ื ื™ื™ึท ืงืœืึทืก, ืึทื–ื•ื™ ืžื™ืจ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืึทื–ืึท ืึท ืกื™ืกื˜ืขื ื–ื™ืš ืื•ืŸ ืฉื˜ืขืœืŸ ืขืก ืื™ืŸ ื’ืขืฉืขืคื˜ ืึธืคึผืขืจืึทืฆื™ืข.

ื•ื•ื™ ืขืก ืึทืจื‘ืขื˜ ืื•ืŸ ื•ื•ืึธืก ื’ืขื˜ืจืืคืŸ - ืœื™ื™ืขื ืขืŸ ืื•ื ื˜ืขืจ ื“ื™ ืฉื ื™ื™ึทื“ืŸ.

ื”ื™ื™ึทื ื˜, ื“ื™ ื›ื•ื™ื“ืขืฉืœืขืš ื•ื™ืœืขื ืคื•ืŸ Odnoklassniki ืื™ื– ืžืขืจ ื•ื•ื™ 70 ืžื™ืœื™ืึธืŸ ื™ื™ื ืฆื™ืง ื•ื•ื™ื–ืึทื˜ืขืจื–. ืžื™ืจ ืžื™ืจ ื–ืขื ืขืŸ ืื™ืŸ ื“ื™ ืฉืคึผื™ืฅ ืคื™ื ืฃ ื’ืจืขืกื˜ืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขื˜ื•ื•ืึธืจืงืก ืื™ืŸ ื“ืขืจ ื•ื•ืขืœื˜, ืื•ืŸ ืฆื•ื•ื™ืฉืŸ ื“ื™ ืฆื•ื•ืึทื ืฆื™ืง ื–ื™ื™ื˜ืœืขืš ืื•ื™ืฃ ื•ื•ืึธืก ื ื™ืฆืขืจืก ืคืึทืจื‘ืจืขื ื’ืขืŸ ื“ื™ ืžืขืจืกื˜ ืฆื™ื™ื˜. ื“ื™ ื’ื•ื˜ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ื›ืึทื ื“ืึทืœื– ื–ื™ื™ืขืจ ื”ื•ื™ืš ืœืึธื•ื“ื–: ืžืขืจ ื•ื•ื™ ืึท ืžื™ืœื™ืึธืŸ ื”ื˜ื˜ืคึผ ืจื™ืงื•ื•ืขืก / ืกืขืง ืคึผืขืจ ืคืจืึธื ื˜. ืคึผืึทืจืฅ ืคื•ืŸ ืึท ืกืขืจื•ื•ืขืจ ืคืœื™ื˜ ืคื•ืŸ ืžืขืจ ื•ื•ื™ 8000 ื‘ืจืขืงืœืขืš ื–ืขื ืขืŸ ืœื™ื’ืŸ ื ืึธืขื ื˜ ืฆื• ื™ืขื“ืขืจ ืื ื“ืขืจืขืจ - ืื™ืŸ ืคื™ืจ ืžืึธืกืงื•ื•ืข ื“ืึทื˜ืŸ ืกืขื ื˜ืขืจืก, ื•ื•ืึธืก ืึทืœืึทื•ื– ืึท ื ืขืฅ ืœื™ื™ื˜ืึทื ืกื™ ืฆื•ื•ื™ืฉืŸ ื–ื™ื™ ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ 1 ืžื™ื–.

ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื ื™ืฆืŸ Cassandra ื–ื™ื ื˜ 2010, ืกื˜ืึทืจื˜ื™ื ื’ ืžื™ื˜ ื•ื•ืขืจืกื™ืข 0.6. ื”ื™ื™ึทื ื˜ ืขืก ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ื˜ื•ืฅ ืงืœืึทืกื˜ืขืจื– ืื™ืŸ ืึธืคึผืขืจืึทืฆื™ืข. ื“ื™ ืคืึทืกื˜ืึทืกื˜ ืงื ื•ื™ืœ ืคึผืจืึทืกืขืกืึทื– ืžืขืจ ื•ื•ื™ 4 ืžื™ืœื™ืึธืŸ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืคึผืขืจ ืกืขืงื•ื ื“ืข, ืื•ืŸ ื“ื™ ื’ืจืขืกื˜ืŸ ืกื˜ืึธืจื– 260 ื˜ื‘.

ืึธื‘ืขืจ, ื“ืึธืก ื–ืขื ืขืŸ ืึทืœืข ืคึผืจืึธืกื˜ NoSQL ืงืœืึทืกื˜ืขืจื– ื’ืขื ื™ืฆื˜ ืคึฟืึทืจ ืกื˜ืึธืจื™ื“ื–ืฉ ืฉื•ื•ืึทืš ืงืึธื•ืึธืจื“ืึทื ื™ื™ื˜ื™ื“ ื“ืึทื˜ืŸ. ืžื™ืจ ื’ืขื•ื•ืืœื˜ ืฆื• ืคืึทืจื‘ื™ื™ึทื˜ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ืงืึธื ืกื™ืกื˜ืขื ื˜ ืกื˜ืึธืจื™ื“ื–ืฉ, Microsoft SQL Server, ื•ื•ืึธืก ืื™ื– ื’ืขื ื™ืฆื˜ ื–ื™ื ื˜ ื“ื™ ืขืจืฉื˜ืŸ ืคื•ืŸ Odnoklassniki. ื“ื™ ืกื˜ืึธืจื™ื“ื–ืฉ ืงืึธื ืกื™ืกื˜ืขื“ ืคื•ืŸ ืžืขืจ ื•ื•ื™ 300 ืกืงืœ ืกืขืจื•ื•ื™ืจืขืจ ืกื˜ืึทื ื“ืึทืจื“ ืึทื“ื™ืฉืึทืŸ ืžืืฉื™ื ืขืŸ, ื•ื•ืึธืก ืงืึทื ื˜ื™ื™ื ื“ 50 ื˜ื‘ ืคื•ืŸ ื“ืึทื˜ืŸ - ื’ืขืฉืขืคื˜ ืขื ื˜ื™ื˜ื™ื–. ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืžืึทื“ืึทืคื™ื™ื“ ื•ื•ื™ ืึท ื˜ื™ื™ืœ ืคื•ืŸ ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื•ืŸ ื“ืึทืจืคืŸ ื”ื•ื™ืš ืงืึธื ืกื™ืกื˜ืขื ืกื™.

ืฆื• ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ื“ืึทื˜ืŸ ืึทืจื™ื‘ืขืจ SQL Server ื ืึธื•ื“ื–, ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ ื‘ื™ื™ื“ืข ื•ื•ืขืจื˜ื™ืงืึทืœ ืื•ืŸ ื”ืึธืจื™ื–ืึธื ื˜ืึทืœ ืฆืขื˜ื™ื™ืœื•ื ื’ (ืฉืึทืจื“ื™ื ื’). ื”ื™ืกื˜ืึธืจื™ืฉ, ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ ืึท ืคึผืฉื•ื˜ ื“ืึทื˜ืŸ ืฉืึทืจื“ื™ื ื’ ืกื›ืขืžืข: ื™ืขื“ืขืจ ืขื ื˜ื™ื˜ื™ ืื™ื– ื’ืขื•ื•ืขืŸ ืคืืจื‘ื•ื ื“ืŸ ืžื™ื˜ ืึท ืกื™ืžืขืŸ - ืึท ืคึฟื•ื ืงืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืขื ื˜ื™ื˜ื™ ืฉื™ื™ึทืŸ. ืขื ื˜ื™ื˜ื™ื– ืžื™ื˜ ื“ื™ ื–ืขืœื‘ืข ืกื™ืžืขืŸ ื–ืขื ืขืŸ ื’ืขืฉื˜ืขืœื˜ ืื•ื™ืฃ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืกืงืœ ืกืขืจื•ื•ืขืจ. ื“ื™ ื‘ืขืœ-ื“ืขื˜ืึทืœ ืฉื™ื™ื›ื•ืช ืื™ื– ื™ืžืคึผืœืึทืžืขื ืึทื“ ืึทื–ื•ื™ ืึทื– ื“ื™ ื˜ืึธืงืขื ืก ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ืื•ืŸ ืงื™ื ื“ ืจืขืงืึธืจื“ืก ืฉื˜ืขื ื“ื™ืง ืžืึทื˜ืฉื˜ ืื•ืŸ ื–ืขื ืขืŸ ืœื™ื’ืŸ ืื•ื™ืฃ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืกืขืจื•ื•ืขืจ. ืื™ืŸ ืึท ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ, ื›ึผืžืขื˜ ืึทืœืข ืจืขืงืึธืจื“ืก ื–ืขื ืขืŸ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ืื•ื™ืฃ ื‘ื™ื›ืึทืฃ ืคื•ืŸ ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ - ื•ื•ืึธืก ืžื™ื˜ืœ ืึทื– ืึทืœืข ื‘ืึทื ื™ืฆืขืจ ื“ืึทื˜ืŸ ืื™ืŸ ืื™ื™ืŸ ืคืึทื ื’ืงืฉืึทื ืึทืœ ืกืึทื‘ืกื™ืกื˜ืึทื ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ืื•ื™ืฃ ืื™ื™ืŸ ืกืขืจื•ื•ืขืจ. ืึทื– ืื™ื–, ืึท ื’ืขืฉืขืคื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื›ึผืžืขื˜ ืฉื˜ืขื ื“ื™ืง ื™ื ื•ื•ืึทืœื•ื•ื“ ื˜ื™ืฉืŸ ืคึฟื•ืŸ ืื™ื™ืŸ ืกืงืœ ืกืขืจื•ื•ืขืจ, ื•ื•ืึธืก ื’ืขืžืื›ื˜ ืขืก ืžืขื’ืœืขืš ืฆื• ืขื ืฉื•ืจ ื“ืึทื˜ืŸ ืงืึธื ืกื™ืกื˜ืขื ืกื™ ื ื™ืฆืŸ ื”ื™ื’ืข ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ืึธืŸ ื“ื™ ื ื•ื™ื˜ ืฆื• ื ื•ืฆืŸ ืคึผืึทืžืขืœืขืš ืื•ืŸ ืึทื ืจื™ืœื™ื™ืึทื‘ืึทืœ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–.

ื“ืึทื ืง ืฆื• ืฉืึทืจื“ื™ื ื’ ืื•ืŸ ืฆื• ืคืึทืจื’ื™ื›ืขืจืŸ SQL:

  • ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื ื•ืฆืŸ ืคืจืขืžื“ ืฉืœื™ืกืœ ืงืึทื ืกื˜ืจื™ื™ื ืฅ, ื•ื•ื™ื™ึทืœ ื•ื•ืขืŸ ืฉืึทืจื“ื™ื ื’ ื“ื™ ืขื ื˜ื™ื˜ื™ ืฉื™ื™ึทืŸ ืงืขืŸ ื–ื™ื™ืŸ ืœื™ื’ืŸ ืื•ื™ืฃ ืืŸ ืื ื“ืขืจ ืกืขืจื•ื•ืขืจ.
  • ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื ื•ืฆืŸ ืกื˜ืึธืจื“ ืคึผืจืึธื•ืกื™ื“ื–ืฉืขืจื– ืื•ืŸ ื˜ืจื™ื’ืขืจื– ืจืขื›ื˜ ืฆื• ื“ืขืจ ื ืึธืš ืžืึทืกืข ืื•ื™ืฃ ื“ื™ DBMS ืงืคึผื•.
  • ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื ื•ืฆืŸ JOINs ื•ื•ื™ื™ึทืœ ืคื•ืŸ ืึทืœืข ื“ื™ ืื•ื™ื‘ืŸ ืื•ืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื˜ืจืึทืค - ืœื™ื™ืขื ืขืŸ ืคึฟื•ืŸ ื“ื™ืกืง.
  • ืึทืจื•ื™ืก ืคื•ืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืžื™ืจ ื ื•ืฆืŸ ื“ื™ ืœื™ื™ืขื ืขืŸ ื•ื ืงืึธืžืžื™ื˜ื˜ืขื“ ืืคื’ืขื–ื•ื ื“ืขืจื˜ืงื™ื™ื˜ ืžื“ืจื’ื” ืฆื• ืจืขื“ื•ืฆื™ืจืŸ ื“ืขื“ืœืึทืงืก.
  • ืžื™ืจ ื“ื•ืจื›ืคื™ืจืŸ ื‘ืœื•ื™ื– ืงื•ืจืฅ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– (ืื™ืŸ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืงื™ืจืฆืขืจ ื•ื•ื™ 100 ืžื™ื–).
  • ืžื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื ื•ืฆืŸ ืžื•ืœื˜ื™-ืจื•ื“ืขืจืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื•ืŸ ื•ื™ืกืžืขืงืŸ ืจืขื›ื˜ ืฆื• ื“ืขืจ ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ื“ืขื“ืœืึทืงืก - ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื‘ืœื•ื™ื– ืื™ื™ืŸ ืจืขืงืึธืจื“ ืื™ืŸ ืึท ืฆื™ื™ื˜.
  • ืžื™ืจ ืฉื˜ืขื ื“ื™ืง ื“ื•ืจื›ืคื™ืจืŸ ืคึฟืจืื’ืŸ ื‘ืœื•ื™ื– ืื•ื™ืฃ ื™ื ื“ืขืงืกื™ื– - ืึท ืึธื ืคึฟืจืขื’ ืžื™ื˜ ืึท ืคื•ืœ ื˜ื™ืฉ ื™ื‘ืขืจืงื•ืงืŸ ืคึผืœืึทืŸ ืคึฟืึทืจ ืื•ื ื“ื– ืžื™ื˜ืœ ืึธื•ื•ื•ืขืจืœืึธื•ื“ื™ื ื’ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ืคืึทืจืฉืึทืคืŸ ืขืก ืฆื• ืคืึทืจืœืึธื–ืŸ.

ื“ื™ ืกื˜ืขืคึผืก ืขืจืœื•ื™ื‘ื˜ ืื•ื ื“ื– ืฆื• ืงื•ื•ืขื˜ืฉืŸ ื›ึผืžืขื˜ ืžืึทืงืกื™ืžื•ื ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ SQL ืกืขืจื•ื•ืขืจืก. ืึธื‘ืขืจ, ื“ื™ ืคึผืจืึธื‘ืœืขืžืก ื’ืขื•ื•ืืจืŸ ืžืขืจ ืื•ืŸ ืžืขืจ ืกืš. ื–ืืœ ืก ืงื•ืง ื‘ื™ื™ึท ื–ื™ื™.

ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ SQL

  • ื–ื™ื ื˜ ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ ื–ื™ืš-ื’ืขืฉืจื™ื‘ืŸ ืฉืึทืจื“ื™ื ื’, ืึทื“ื™ื ื’ ื ื™ื™ึท ืฉืึทืจื“ื– ืื™ื– ืžืึทื ื™ื•ืึทืœื™ ื’ืขื˜ืืŸ ื“ื•ืจืš ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก. ืึทืœืข ื“ื™ ืฆื™ื™ื˜, ืกืงืึทืœืึทื‘ืœืข ื“ืึทื˜ืŸ ืจืขืคึผืœืึทืงืึทื– ื–ืขื ืขืŸ ื ื™ืฉื˜ ืกืขืจื•ื•ื™ืกื™ื ื’ ืจื™ืงื•ื•ืขืก.
  • ื•ื•ื™ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืจืขืงืึธืจื“ืก ืื™ืŸ ื“ื™ ื˜ื™ืฉ ื•ื•ืืงืกื˜, ื“ื™ ื’ื™ื›ืงื™ื™ึทื˜ ืคื•ืŸ ื™ื ืกืขืจืฉืึทืŸ ืื•ืŸ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธืŸ ื“ื™ืงืจื™ืกืึทื– ื•ื•ืขืŸ ืึทื“ื™ื ื’ ื™ื ื“ืขืงืกื™ื– ืฆื• ืึท ื™ื’ื–ื™ืกื˜ื™ื ื’ ื˜ื™ืฉ, ื“ื™ ื’ื™ื›ืงื™ื™ึทื˜ ื˜ืจืืคื ืก ื“ื•ืจืš ืึท ืคืึทืงื˜ืึธืจ ืื•ืŸ ืฉื™ื™ึทืขืš-ืฉืึทืคื•ื ื’ ืคื•ืŸ ื™ื ื“ืขืงืกื™ื– ืึทืงืขืจื–;
  • ื•ื•ื™ื™ืœ ืึท ืงืœื™ื™ืŸ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹Windows ืคึฟืึทืจ SQL Server ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข ืžืื›ื˜ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืฉื•ื•ืขืจ

ืื‘ืขืจ ื“ืขืจ ื”ื•ื™ืคึผื˜ ืคึผืจืึธื‘ืœืขื ืื™ื–

ืฉื•ืœื“ ื˜ืึธืœืขืจืึทื ืฅ

ื“ืขืจ ืงืœืึทืกื™ืฉ ืกืงืœ ืกืขืจื•ื•ืขืจ ื”ืื˜ ื ืขื‘ืขืš ืฉื•ืœื“ ื˜ืึธืœืขืจืึทื ืฅ. ื–ืืœ ืก ื–ืึธื’ืŸ ืื™ืจ ื”ืึธื‘ืŸ ื‘ืœื•ื™ื– ืื™ื™ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืก ืกืขืจื•ื•ืขืจ, ืื•ืŸ ืขืก ืคื™ื™ืœื– ืึทืžืึธืœ ื™ืขื“ืขืจ ื“ืจื™ื™ ื™ืึธืจ. ืื™ืŸ ื“ืขื ืฆื™ื™ื˜, ื“ื™ ืคึผืœืึทืฅ ืื™ื– ืึทืจืึธืคึผ ืคึฟืึทืจ 20 ืžื™ื ื•ื˜, ื•ื•ืึธืก ืื™ื– ืคึผืึทืกื™ืง. ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ 64 ืกืขืจื•ื•ืขืจืก, ื“ื™ ืคึผืœืึทืฅ ืื™ื– ืึทืจืึธืคึผ ืึทืžืึธืœ ื™ืขื“ืขืจ ื“ืจื™ื™ ื•ื•ืึธื›ืŸ. ืื•ืŸ ืื•ื™ื‘ ืื™ืจ ื”ืึธื‘ืŸ 200 ืกืขืจื•ื•ืขืจืก, ื“ืขืจ ืคึผืœืึทืฅ ื˜ื•ื˜ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ ื™ืขื“ืขืจ ื•ื•ืึธืš. ื“ืึธืก ืื™ื– ืึท ืคึผืจืึธื‘ืœืขื.

ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื˜ืืŸ ืฆื• ืคึฟืึทืจื‘ืขืกืขืจืŸ ื“ื™ ืฉื•ืœื“ ื˜ืึธืœืขืจืึทื ืฅ ืคื•ืŸ ืึท SQL ืกืขืจื•ื•ืขืจ? ื•ื•ื™ืงื™ืคืขื“ื™ืข ื™ื ื•ื•ื™ื™ืฅ ืื•ื ื“ื– ืฆื• ื‘ื•ื™ืขืŸ ื”ืขื›ืกื˜ ื‘ื ื™ืžืฆื ืงื ื•ื™ืœ: ื•ื•ื• ืื™ืŸ ืคืึทืœ ืคื•ืŸ ื“ื•ืจื›ืคืึทืœ ืคื•ืŸ ืงื™ื™ืŸ ืคื•ืŸ ื“ื™ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืขืก ืื™ื– ืึท ื‘ืึทืงืึทืคึผ ืื™ื™ื ืขืจ.

ื“ืึธืก ืจื™ืงื•ื•ื™ื™ืขืจื– ืึท ืคืœื™ื˜ ืคื•ืŸ ื˜ื™ื™ึทืขืจ ื•ื™ืกืจื™ื›ื˜: ืคื™ืœืข ื“ื•ืคึผืœื™ืงื™ื™ืฉืึทื ื–, ืึธืคึผื˜ื™ืฉ ืคื™ื‘ืจืข, ืฉืขืจื“ ืกื˜ืึธืจื™ื“ื–ืฉ ืื•ืŸ ื“ื™ ื™ื ืงืœื•ื–ืฉืึทืŸ ืคื•ืŸ ืึท ืจืขื–ืขืจื•ื• ืึทืจื‘ืขื˜ ื ื™ืฉื˜ ืจื™ืœื™ื™ืึทื‘ืœื™: ื•ื•ืขื’ืŸ 10% ืคื•ืŸ ื“ื™ ืกื•ื•ื™ื˜ืฉื™ื ื’ ืขื ื“ื™ืงืŸ ืžื™ื˜ ื“ื™ ื“ื•ืจื›ืคืึทืœ ืคื•ืŸ ื“ื™ ื‘ืึทืงืึทืคึผ ื ืึธื“ืข ื•ื•ื™ ืึท ื‘ืึทืŸ ื”ื™ื ื˜ืขืจ ื“ื™ ื”ื•ื™ืคึผื˜ ื ืึธื“ืข.

ืึธื‘ืขืจ ื“ืขืจ ื”ื•ื™ืคึผื˜ ื›ื™ืกืึธืจืŸ ืคื•ืŸ ืึทื–ืึท ืึท ื”ืขื›ืกื˜ ื‘ื ื™ืžืฆื ืงื ื•ื™ืœ ืื™ื– ื ื•ืœ ืึทื•ื•ื™ื™ืœืึทื‘ื™ืœืึทื˜ื™ ืื•ื™ื‘ ื“ื™ ื“ืึทื˜ืŸ ืฆืขื ื˜ืขืจ ืื™ืŸ ื•ื•ืึธืก ืขืก ืื™ื– ืœื™ื’ืŸ ืคื™ื™ืœื–. Odnoklassniki ื”ืื˜ ืคื™ืจ ื“ืึทื˜ืŸ ืกืขื ื˜ืขืจืก, ืื•ืŸ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืขื ืฉื•ืจ ื“ื™ ืึธืคึผืขืจืึทืฆื™ืข ืื™ืŸ ืคืึทืœ ืคื•ืŸ ืึท ื’ืึทื ืฅ ื“ื•ืจื›ืคืึทืœ ืื™ืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื–ื™ื™.

ืคึฟืึทืจ ื“ืขื ืžื™ืจ ืงืขืŸ ื ื•ืฆืŸ ืžื•ืœื˜ื™-ืžืึทืกื˜ืขืจ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ื’ืขื‘ื•ื™ื˜ ืื™ืŸ SQL Server. ื“ืขืจ ืœื™ื™ื–ื•ื ื’ ืื™ื– ืคื™ืœ ืžืขืจ ื˜ื™ื™ึทืขืจ ืจืขื›ื˜ ืฆื• ื“ืขืจ ืคึผืจื™ื™ึทื– ืคื•ืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืื•ืŸ ืกืึทืคืขืจื– ืคื•ืŸ ื‘ืึทื•ื•ื•ืกื˜ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ - ืึทื ืคึผืจื™ื“ื™ืงื˜ืึทื‘ืึทืœ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื“ื™ืœื™ื™ื– ืžื™ื˜ ืกื™ื ื˜ืฉืจืึธื ืึธื•ืก ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื•ืŸ ื“ื™ืœื™ื™ื– ืื™ืŸ ืึทืคึผืœื™ื™ื™ื ื’ ืจืขืคึผืœืึทืงื™ื™ืฉืึทื ื– (ืื•ืŸ, ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืคืึทืจืคืึทืœืŸ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธื ืก) ืžื™ื˜ ื™ื™ืกื™ื ื’ืงืจืึทื ืึทืก ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ. ื“ื™ ื™ืžืคึผืœื™ื™ื“ ืžืึทื ื•ืึทืœ ืงืึธื ืคืœื™ืงื˜ ื”ืึทื›ืœืึธื˜ืข ืžืื›ื˜ ื“ืขื ืึธืคึผืฆื™ืข ื’ืึธืจ ื™ื ืึทืคึผืœืึทืงืึทื‘ืึทืœ ืฆื• ืื•ื ื“ื–.

ื“ ื™ ืืœ ืข ืคืจืื‘ืœืขืžืข ืŸ ื”ืื‘ ืŸ ื’ืขื“ืืจืค ื˜ ื ืจืื“ื™ืงืืœืข ืจ ืœืฒื–ื•ื ื’ , ืื• ืŸ ืžื™ ืจ ื”ืื‘ ืŸ ื– ืฒ ืื ื’ืขื”ื•ื™ื‘ ืŸ ืžื™ ื˜ ื“ืขื˜ืืœื™ื˜ืขื˜ ืŸ ืึทื ืึทืœื™ื–ื™ืจืŸ . ื“ืึธ ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื‘ืึทืงืึทื ื˜ ืžื™ื˜ ื•ื•ืึธืก SQL Server ื“ืขืจ ื”ื•ื™ืคึผื˜ ื˜ื•ื˜ - ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–.

ืคึผืฉื•ื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ

ื–ืืœ ืก ื‘ืึทื˜ืจืึทื›ื˜ืŸ ื“ื™ ืกื™ืžืคึผืœืึทืกื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืคึฟื•ืŸ ื“ื™ ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’ ืคื•ืŸ ืึท ื’ืขื•ื•ืขื ื“ื˜ SQL ืคึผืจืึธื’ืจืึทืžื™ืกื˜: ืึทื“ื™ื ื’ ืึท ืคืึธื˜ืึธ ืฆื• ืึทืŸ ืืœื‘ืื. ืึทืœื‘ื•ืžืก ืื•ืŸ ืคืึธื•ื˜ืึทื’ืจืึทืคืก ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืคึผืœืึทื˜ืขืก. ื“ืขืจ ืืœื‘ืื ื”ืื˜ ืึท ืฆื™ื‘ื•ืจ ืคืึธื˜ืึธ ื˜ืึธืžื‘ืึทื ืง. ื“ืขืจื ืึธืš, ืึทื–ืึท ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ืฆืขื˜ื™ื™ืœื˜ ืื™ืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืกื˜ืขืคึผืก:

  1. ืžื™ืจ ืฉืœืึธืก ื“ืขื ืืœื‘ืื ื“ื•ืจืš ืฉืœื™ืกืœ.
  2. ืฉืึทืคึฟืŸ ืึท ืคึผืึธื–ื™ืฆื™ืข ืื™ืŸ ื“ื™ ืคืึธื˜ืึธ ื˜ื™ืฉ.
  3. ืื•ื™ื‘ ื“ื™ ืคืึธื˜ืึธ ื”ืื˜ ืึท ืฆื™ื‘ื•ืจ ืกื˜ืึทื˜ื•ืก, ืœื™ื™ื’ืŸ ืึท ืฆื™ื‘ื•ืจ ืคืึธื˜ืึธ ื˜ืึธืžื‘ืึทื ืง ืฆื• ื“ืขื ืืœื‘ืื, ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ื“ื™ ืจืขืงืึธืจื“ ืื•ืŸ ื™ื‘ืขืจื’ืขื‘ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ.

ืึธื“ืขืจ ืื™ืŸ ืคึผืกืขื•ื•ื“ืึธืงืึธื“ืข:

TX.start("Albums", id);
Album album = albums.lock(id);
Photo photo = photos.create(โ€ฆ);

if (photo.status == PUBLIC ) {
    album.incPublicPhotosCount();
}
album.update();

TX.commit();

ืžื™ืจ ื–ืขืŸ ืึทื– ื“ื™ ืžืขืจืกื˜ ืคึผืจืึธืกื˜ ื’ืขืฉืขืคื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืกืฆืขื ืึทืจ ืื™ื– ืฆื• ืœื™ื™ืขื ืขืŸ ื“ืึทื˜ืŸ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื™ืŸ ื“ืขืจ ื–ื›ึผืจื•ืŸ ืคื•ืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืกืขืจื•ื•ืขืจ, ื˜ื•ื™ืฉืŸ ืขืคึผืขืก ืื•ืŸ ืจืึทื˜ืขื•ื•ืขืŸ ื“ื™ ื ื™ื™ึทืข ื•ื•ืึทืœื•ืขืก ืฆื•ืจื™ืง ืฆื• ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก. ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืื™ืŸ ืึทื–ืึท ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืžื™ืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืขื˜ืœืขื›ืข ืขื ื˜ื™ื˜ื™ื–, ืขื˜ืœืขื›ืข ื˜ื™ืฉืŸ.

ื•ื•ืขืŸ ืขืงืกืึทืงื™ื•ื˜ื™ื ื’ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืงืึทื ืงืขืจืึทื ื˜ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธืŸ ืคื•ืŸ ื“ื™ ื–ืขืœื‘ืข ื“ืึทื˜ืŸ ืคื•ืŸ ืืŸ ืื ื“ืขืจ ืกื™ืกื˜ืขื ืงืขืŸ ืคึผืึทืกื™ืจืŸ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืึทื ื˜ื™ืกืคึผืึทื ืงืขืŸ ื‘ืึทืฉืœื™ืกืŸ ืึทื– ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืื™ื– ืขืคืขืก ืกืึทืกืคึผื™ืฉืึทืก ืื•ืŸ ื“ืขืจื™ื‘ืขืจ ืึทืœืข ื“ื™ ืคืึธื˜ืึธืก ืคื•ืŸ ื“ื™ ื‘ืึทื ื™ืฆืขืจ ื–ืึธืœ ื ื™ื˜ ืžืขืจ ื–ื™ื™ืŸ ืขืคื ื˜ืœืขืš, ื–ื™ื™ ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ื’ืขืฉื™ืงื˜ ืคึฟืึทืจ ืžืึทื“ืขืจื™ื™ืฉืึทืŸ, ื•ื•ืึธืก ืžื™ื˜ืœ ื˜ืฉืึทื ื’ื™ื ื’ ืคืึธื˜ืึธ.ืกื˜ืึทื˜ื•ืก ืฆื• ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ื•ื•ืขืจื˜ ืื•ืŸ ืงืขืจ ืึทื•ื•ืขืง ื“ื™ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ืงืึธื•ื ื˜ืขืจืก. ื“ืึธืš, ืื•ื™ื‘ ื“ืขื ืึธืคึผืขืจืึทืฆื™ืข ืึทืงืขืจื– ืึธืŸ ื’ืขืจืึทื ื˜ื™ื– ืคื•ืŸ ืึทื˜ืึธืžื™ืกื™ื˜ื™ ืคื•ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื•ืŸ ืืคื’ืขื–ื•ื ื“ืขืจื˜ืงื™ื™ื˜ ืคื•ืŸ ืงืึทืžืคึผื™ื˜ื™ื ื’ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธื ืก, ื•ื•ื™ ืื™ืŸ ื–ื•ื™ืขืจ, ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ื•ื•ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื•ื•ืึธืก ืื™ื– ื“ืืจืฃ - ืึธื“ืขืจ ื“ื™ ืคืึธื˜ืึธ ื˜ืึธืžื‘ืึทื ืง ื•ื•ืขื˜ ื•ื•ื™ื™ึทื–ืŸ ื“ืขื ืื•ืžืจืขื›ื˜ ื•ื•ืขืจื˜, ืึธื“ืขืจ ื ื™ื˜ ืึทืœืข ืคืึธื˜ืึธืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืฉื™ืงื˜ ืคึฟืึทืจ ืžืึทื“ืขืจื™ื™ืฉืึทืŸ.

ื ืคึผืœืึทืฅ ืคื•ืŸ ืขื ืœืขืš ืงืึธื“, ืžืึทื ื™ืคึผื™ืึทืœื™ื™ื˜ื™ื ื’ ืคืึทืจืฉื™ื“ืŸ ื’ืขืฉืขืคื˜ ืขื ื˜ื™ื˜ื™ื– ืื™ืŸ ืื™ื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืื™ื– ื’ืขืฉืจื™ื‘ืŸ ืื™ื‘ืขืจ ื“ื™ ื’ืื ืฆืข ืขืงื–ื™ืกื˜ืขื ืฅ ืคื•ืŸ Odnoklassniki. ื‘ืึทื–ื™ืจื˜ ืื•ื™ืฃ ื“ืขืจ ื“ืขืจืคืึทืจื•ื ื’ ืคื•ืŸ ืžื™ื™ื’ืจื™ื™ืฉืึทื ื– ืฆื• NoSQL ืคึฟื•ืŸ ืขื•ื•ืขื ื˜ื•ืึทืœ ืงืึธื ืกื™ืกื˜ืขื ืกื™ ืžื™ืจ ื•ื•ื™ืกืŸ ืึทื– ื“ื™ ื‘ื™ื’ืึทืกื˜ ืึทืจื•ื™ืกืจื•ืคืŸ (ืื•ืŸ ืฆื™ื™ื˜ ื™ื ื•ื•ืขืกืžืึทื ื˜) ืงื•ืžื˜ ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’ ืงืึธื“ ืฆื• ื˜ื™ื™ึทื ืขืŸ ื“ืึทื˜ืŸ ืงืึธื ืกื™ืกื˜ืขื ืกื™. ื“ืขืจื™ื‘ืขืจ, ืžื™ืจ ื‘ืึทื˜ืจืึทื›ื˜ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ืคืึธื“ืขืจื•ื ื’ ืคึฟืึทืจ ื“ื™ ื ื™ื™ึทืข ืกื˜ืึธืจื™ื“ื–ืฉ ืฆื• ื–ื™ื™ืŸ ื˜ื ื™ื™ึท ืคึฟืึทืจ ืคืึทืงื˜ื™ืฉ ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคึฟืึทืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืœืึธื’ื™ืง.

ืื ื“ืขืจืข, ื ื™ื˜ ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ื›ื˜ื™ืง, ื‘ืื“ืขืจืคืขื ื™ืฉืŸ ื–ืขื ืขืŸ:

  • ืื•ื™ื‘ ื“ื™ ื“ืึทื˜ืŸ ืฆืขื ื˜ืขืจ ืคื™ื™ืœื–, ื‘ื™ื™ื“ืข ืœื™ื™ืขื ืขืŸ ืื•ืŸ ืฉืจื™ื™ื‘ืŸ ืฆื• ื“ื™ ื ื™ื™ึทืข ืกื˜ืึธืจื™ื“ื–ืฉ ืžื•ื–ืŸ ื–ื™ื™ืŸ ื‘ืืจืขื›ื˜ื™ื’ื˜.
  • ืžื™ื™ื ื˜ื™ื™ื ื™ื ื’ ืงืจืึทื ื˜ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื’ื™ื›ืงื™ื™ึทื˜. ืึทื– ืื™ื–, ื•ื•ืขืŸ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืึท ื ื™ื™ึท ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™, ื“ื™ ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ืงืึธื“ ื–ืึธืœ ื–ื™ื™ืŸ ื‘ืขืขืจืขืš ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืขืก ื–ืึธืœ ื–ื™ื™ืŸ ื ื™ื˜ ื“ืึทืจืคึฟืŸ ืฆื• ืœื™ื™ื’ืŸ ืขืคึผืขืก ืฆื• ื“ื™ ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™, ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืึทืœื’ืขืจื™ื“ืึทืžื– ืคึฟืึทืจ ืจื™ื–ืึทืœื•ื•ื™ื ื’ ืงืึธื ืคืœื™ืงื˜, ื”ืึทืœื˜ืŸ ืฆื•ื•ื™ื™ื˜ื™ืง ื™ื ื“ืขืงืกื™ื–, ืืื–"ื• ื•.
  • ื“ื™ ื’ื™ื›ืงื™ื™ึทื˜ ืคื•ืŸ ื“ื™ ื ื™ื™ึท ืกื˜ืึธืจื™ื“ื–ืฉ ื”ืื˜ ืฆื• ื–ื™ื™ืŸ ื’ืึทื ืฅ ื”ื•ื™ืš, ื‘ื™ื™ื“ืข ื•ื•ืขืŸ ืœื™ื™ืขื ืขืŸ ื“ืึทื˜ืŸ ืื•ืŸ ืคึผืจืึทืกืขืกื™ื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ื•ื•ืึธืก ื™ืคืขืงื˜ื™ื•ื•ืœื™ ืžืขื ื˜ ืึทื– ืึทืงืึทื“ืขืžื™ืงืœื™ ืฉื˜ืจืขื ื’, ื•ื ื™ื•ื•ืขืจืกืึทืœ, ืึธื‘ืขืจ ืคึผืึทืžืขืœืขืš ืกืึทืœื•ืฉืึทื ื–, ืึทื–ืึท ื•ื•ื™, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื–ืขื ืขืŸ ื ื™ืฉื˜ ืึธื ื•ื•ืขื ื“ืœืขืš. ืฆื•ื•ื™ื™-ืคืึทืกืข ืงืึทืžื™ืฅ.
  • ืึธื˜ืึทืžืึทื˜ื™ืง ืื•ื™ืฃ-ื“ืขื-ืคืœื™ืขืŸ ืกืงื™ื™ืœื™ื ื’.
  • ื ื™ืฆืŸ ืจืขื’ื•ืœืขืจ ื‘ื™ืœื™ืง ืกืขืจื•ื•ืขืจืก, ืึธืŸ ื“ื™ ื“ืึทืจืคึฟืŸ ืฆื• ืงื•ื™ืคืŸ ืขืงื–ืึธื˜ื™ืฉ ื™ื™ึทื–ื ื•ื•ืึทืจื’.
  • ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื“ื•ืจืš ืคื™ืจืžืข ื“ืขื•ื•ืขืœืึธืคึผืขืจืก. ืื™ืŸ ืื ื“ืขืจืข ื•ื•ืขืจื˜ืขืจ, ื‘ื™ืœื›ืขืจืงื™ื™ึทื˜ ืื™ื– ื’ืขื’ืขื‘ืŸ ืฆื• ืคึผืจืึทืคึผืจื™ื™ืึทื˜ืขืจื™ ืึธื“ืขืจ ืึธืคึฟืŸ ืžืงื•ืจ ืกืึทืœื•ืฉืึทื ื–, ืคึผืจืขืคืขืจืึทื‘ืœื™ ืื™ืŸ Java.

ื‘ืืฉืœื•ืกืŸ, ื‘ืืฉืœื•ืกืŸ

ืึทื ืึทืœื™ื™ื–ื™ื ื’ ืžืขื’ืœืขืš ืกืึทืœื•ืฉืึทื ื–, ืžื™ืจ ื’ืขืงื•ืžืขืŸ ืฆื• ืฆื•ื•ื™ื™ ืžืขื’ืœืขืš ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ ื‘ืจื™ืจื•ืช:

ื“ืขืจ ืขืจืฉื˜ืขืจ ืื™ื– ืฆื• ื ืขืžืขืŸ ืงื™ื™ืŸ SQL ืกืขืจื•ื•ืขืจ ืื•ืŸ ื™ื ืกื˜ืจื•ืžืขื ื˜ ื“ื™ ืคืืจืœืื ื’ื˜ ืฉื•ืœื“ ื˜ืึธืœืขืจืึทื ืฅ, ืกืงื™ื™ืœื™ื ื’ ืžืขืงืึทื ื™ื–ืึทื, ืคืึทื™ืœืึธื•ื•ืขืจ ืงื ื•ื™ืœ, ืงืึธื ืคืœื™ืงื˜ ื”ืึทื›ืœืึธื˜ืข ืื•ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜, ืคืึทืจืœืึธื–ืœืขืš ืื•ืŸ ืฉื ืขืœ ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–. ืžื™ืจ ืจื™ื™ื˜ืึทื“ ื“ืขื ืึธืคึผืฆื™ืข ื•ื•ื™ ื–ื™ื™ืขืจ ื ื™ื˜-ื ื™ื˜ื•ื•ื™ืึทืœ ืื•ืŸ ืึทืจื‘ืขื˜-ืื™ื ื˜ืขื ืกื™ื•ื•ืข.

ื“ื™ ืจื’ืข ืึธืคึผืฆื™ืข ืื™ื– ืฆื• ื ืขืžืขืŸ ืึท ืคืึทืจื˜ื™ืง NoSQL ืกื˜ืึธืจื™ื“ื–ืฉ ืžื™ื˜ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืกืงื™ื™ืœื™ื ื’, ืึท ืคืึทื™ืœืึธื•ื•ืขืจ ืงื ื•ื™ืœ, ืงืึธื ืคืœื™ืงื˜ ื”ืึทื›ืœืึธื˜ืข ืื•ืŸ ื™ื ืกื˜ืจื•ืžืขื ื˜ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื•ืŸ SQL ื–ื™ืš. ืื™ืŸ ืขืจืฉื˜ืขืจ ื‘ืœื™ืง, ืืคื™ืœื• ื“ื™ ืึทืจื‘ืขื˜ ืคื•ืŸ ื™ืžืคึผืœืึทืžืขื ื™ื ื’ SQL, ื ื™ื˜ ืฆื• ื“ืขืจืžืึธื ืขืŸ ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ืงื•ืงื˜ ื•ื•ื™ ืึท ืึทืจื‘ืขื˜ ื•ื•ืึธืก ื•ื•ืขื˜ ื ืขืžืขืŸ ื™ืึธืจืŸ. ืึธื‘ืขืจ ื“ืขืžืึธืœื˜ ืžื™ืจ ืื™ื™ื ื’ืขื–ืขืŸ ืึทื– ื“ื™ SQL ืฉื˜ืจื™ืš ืฉื˜ืขืœืŸ ืžื™ืจ ื ื•ืฆืŸ ืื™ืŸ ืคื™ืจ ืื™ื– ื•ื•ื™ ื•ื•ื™ื™ึทื˜ ืคื•ืŸ ANSI SQL ื•ื•ื™ Cassandra CQL ื•ื•ื™ื™ึทื˜ ืคื•ืŸ ANSI SQL. ื’ืขื ื•ืžืขืŸ ืึทืŸ ืืคื™ืœื• ื ืขืขื ื˜ืขืจ ืงื•ืง ืื™ืŸ CQL, ืžื™ืจ ืื™ื™ื ื’ืขื–ืขืŸ ืึทื– ืขืก ืื™ื– ื’ืึทื ืฅ ื ืึธืขื ื˜ ืฆื• ื•ื•ืึธืก ืžื™ืจ ื“ืืจืฃ.

ืงืึทืกืึทื ื“ืจืึท ืื•ืŸ ืงืงืœ

ืึทื–ื•ื™, ื•ื•ืึธืก ืื™ื– ื˜ืฉื™ืงืึทื•ื•ืข ื•ื•ืขื’ืŸ Cassandra, ื•ื•ืึธืก ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืขืก ื”ืื˜?

ืคื™ืจืกื˜ืœื™, ื“ืึธ ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ื˜ื™ืฉืŸ ื•ื•ืึธืก ืฉื˜ื™ืฆืŸ ืคืึทืจืฉื™ื“ืŸ ื“ืึทื˜ืŸ ื˜ื™ื™ืคึผืก, ืื™ืจ ืงืขื ืขืŸ ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ ืึธื“ืขืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืื•ื™ืฃ ื“ื™ ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ.

CREATE TABLE photos (id bigint KEY, owner bigint,โ€ฆ);
SELECT * FROM photos WHERE id=?;
UPDATE photos SET โ€ฆ WHERE id=?;

ืฆื• ืขื ืฉื•ืจ ืจืขืคึผืœื™ืงืข ื“ืึทื˜ืŸ ืงืึธื ืกื™ืกื˜ืขื ืกื™, Cassandra ื ื™ืฆื˜ ืงื•ื•ืึธืจื•ื ืฆื•ื’ืึทื ื’. ืื™ืŸ ื“ื™ ืกื™ืžืคึผืœืึทืกื˜ ืคืึทืœ, ื“ืึธืก ืžื™ื˜ืœ ืึทื– ื•ื•ืขืŸ ื“ืจื™ื™ ืจืขืคึผืœืึทืงืึทื– ืคื•ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืจื•ื“ืขืจืŸ ื–ืขื ืขืŸ ื’ืขืฉื˜ืขืœื˜ ืื•ื™ืฃ ืคืึทืจืฉื™ื“ืขื ืข ื ืึธื•ื“ื– ืคื•ืŸ ื“ืขื ืงื ื•ื™ืœ, ื“ื™ ืฉืจื™ื™ื‘ืŸ ืื™ื– ื’ืขืจืขื›ื ื˜ ื•ื•ื™ ื’ืขืจืึธื˜ืŸ ืื•ื™ื‘ ื“ื™ ืžืขืจื”ื™ื™ึทื˜ ืคื•ืŸ ื ืึธื•ื“ื– (ื“ืึธืก ืื™ื–, ืฆื•ื•ื™ื™ ืคื•ืŸ ื“ืจื™ื™) ื‘ืืฉื˜ืขื˜ื™ืงื˜ ื“ื™ ื”ืฆืœื—ื” ืคื•ืŸ ื“ืขื ืฉืจื™ื™ึทื‘ืŸ ืึธืคึผืขืจืึทืฆื™ืข . ื“ื™ ืจื•ื“ืขืจืŸ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื’ืขื”ืืœื˜ืŸ ืงืึธื ืกื™ืกื˜ืขื ื˜ ืื•ื™ื‘, ื•ื•ืขืŸ ืœื™ื™ืขื ืขืŸ, ื“ื™ ืžืขืจื”ื™ื™ึทื˜ ืคื•ืŸ ื ืึธื•ื“ื– ื–ืขื ืขืŸ ืคึผืึธื•ืœื“ ืื•ืŸ ื‘ืืฉื˜ืขื˜ื™ืงื˜ ื–ื™ื™. ืื–ื•ื™, ืžื™ื˜ ื“ืจื™ื™ ืจืขืคึผืœืึทืงืึทื–, ื’ืึทื ืฅ ืื•ืŸ ืจืขื’ืข ื“ืึทื˜ืŸ ืงืึธื ืกื™ืกื˜ืขื ืกื™ ืื™ื– ื’ืขืจืึทื ื˜ื™ื“ ืื•ื™ื‘ ืื™ื™ืŸ ื ืึธื“ืข ืคื™ื™ืœื–. ื“ืขืจ ืฆื•ื’ืึทื ื’ ืขืจืœื•ื™ื‘ื˜ ืื•ื ื“ื– ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ืึทืŸ ืืคื™ืœื• ืžืขืจ ืคืึทืจืœืึธื–ืœืขืš ืกื›ืขืžืข: ืฉื˜ืขื ื“ื™ืง ืฉื™ืงืŸ ืจื™ืงื•ื•ืขืก ืฆื• ืึทืœืข ื“ืจื™ื™ ืจืขืคึผืœืึทืงืึทื–, ื•ื•ืืจื˜ืŸ ืคึฟืึทืจ ืึท ืขื ื˜ืคืขืจ ืคื•ืŸ ื“ื™ ืฆื•ื•ื™ื™ ืคืึทืกื˜ืึทืกื˜ ืึธื ืขืก. ื“ื™ ืฉืคึผืขื˜ ืขื ื˜ืคืขืจ ืคื•ืŸ ื“ื™ ื“ืจื™ื˜ ืจืขืคึผืœื™ืงืข ืื™ื– ืึทื•ื•ืขืงื’ืขื ื•ืžืขืŸ ืื™ืŸ ื“ืขื ืคืึทืœ. ื ื ืึธื“ืข ื•ื•ืึธืก ืื™ื– ืฉืคึผืขื˜ ืื™ืŸ ืจื™ืกืคึผืึทื ื“ื™ื ื’ ืงืขืŸ ื”ืึธื‘ืŸ ืขืจื ืกื˜ ืคึผืจืึธื‘ืœืขืžืก - ื‘ืจืึทืงืขืก, ืžื™ืกื˜ ื–ืึทืžืœื•ื ื’ ืื™ืŸ ื“ื™ JVM, ื“ื™ืจืขืงื˜ ื–ื›ึผืจื•ืŸ ืจื™ืงืœื™ื™ื ืื™ืŸ ื“ื™ ืœื™ื ื•ืงืก ืงืขืจืŸ, ื™ื™ึทื–ื ื•ื•ืึทืจื’ ื“ื•ืจื›ืคืึทืœ, ื“ื™ืกืงืึทื ืขืงืฉืึทืŸ ืคื•ืŸ ื“ื™ ื ืขืฅ. ืึธื‘ืขืจ, ื“ืึธืก ืงืขืŸ ื ื™ืฉื˜ ื•ื•ื™ืจืงืŸ ื“ื™ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืึธื“ืขืจ ื“ืึทื˜ืŸ ืคื•ืŸ ื“ืขื ืงืœื™ืขื ื˜ ืื™ืŸ ืงื™ื™ืŸ ื•ื•ืขื’.

ื“ืขืจ ืฆื•ื’ืึทื ื’ ื•ื•ืขืŸ ืžื™ืจ ืงืึธื ื˜ืึทืงื˜ ื“ืจื™ื™ึท ื ืึธื•ื“ื– ืื•ืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ืขื ื˜ืคืขืจ ืคื•ืŸ ืฆื•ื•ื™ื™ ืื™ื– ื’ืขืจื•ืคืŸ ืกืคึผืขืงื•ืœืึทืฆื™ืข: ืึท ื‘ืงืฉื” ืคึฟืึทืจ ืขืงืกื˜ืจืข ืจืขืคึผืœืึทืงืึทื– ืื™ื– ื’ืขืฉื™ืงื˜ ืืคื™ืœื• ืื™ื™ื“ืขืจ ืขืก "ืคืึทืœืŸ ืึทื•ื•ืขืง".

ืืŸ ืื ื“ืขืจ ื ื•ืฅ ืคื•ืŸ Cassandra ืื™ื– Batchlog, ืึท ืžืขืงืึทื ื™ื–ืึทื ื•ื•ืึธืก ื™ื ืฉื•ืจื– ืึทื– ืึท ืคึผืขืงืœ ืคื•ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ ื•ื•ืึธืก ืื™ืจ ืžืึทื›ืŸ ื–ืขื ืขืŸ ื’ืึธืจ ื’ืขื•ื•ืขื ื“ื˜ ืึธื“ืขืจ ื ื™ืฉื˜ ื’ืขื•ื•ืขื ื“ื˜. ื“ืึธืก ืึทืœืึทื•ื– ืื•ื ื“ื– ืฆื• ืกืึธืœื•ื•ืข ื ืื™ืŸ ืึทืกื™ื“ - ืึทื˜ืึธืžื™ืกื™ื˜ื™ ืื•ื™ืก ืคื•ืŸ ื“ื™ ืงืขืกื˜ืœ.

ื“ื™ ืงืœืึธื•ืกืึทืกื˜ ื–ืึทืš ืฆื• ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื™ืŸ ืงืึทืกืึทื ื“ืจืึท ื–ืขื ืขืŸ ื“ื™ ืึทื–ื•ื™ ื’ืขืจื•ืคืขื ืข "ืœื™ื™ื˜ื•ื•ื™ื™ื˜ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–". ืื‘ืขืจ ื–ื™ื™ ื–ืขื ืขืŸ ื•ื•ื™ื™ึทื˜ ืคื•ืŸ "ืคืึทืงื˜ื™ืฉ" ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–: ืื™ืŸ ืคืึทืงื˜, ื“ืึธืก ืื™ื– ืึท ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ื˜ืึธืŸ ืงืึทืก ืื•ื™ืฃ ื“ืึทื˜ืŸ ืคึฟื•ืŸ ื‘ืœื•ื™ื– ืื™ื™ืŸ ืจืขืงืึธืจื“, ื ื™ืฆืŸ ืงืึธื ืกืขื ืกื•ืก ื ื™ืฆืŸ ื“ื™ ื›ืขื•ื•ื™ื•ื•ื™ื™ื˜ ืคึผืึทืงืกืึธืก ืคึผืจืึธื˜ืึธืงืึธืœ. ื“ืขืจื™ื‘ืขืจ, ื“ื™ ื’ื™ื›ืงื™ื™ึทื˜ ืคื•ืŸ ืึทื–ืึท ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื™ื– ื ื™ื“ืขืจื™ืง.

ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืคืขืœื ื“ื™ืง ืื™ืŸ ืงืึทืกืึทื ื“ืจืึท

ืึทื–ื•ื™, ืžื™ืจ ื”ืึธื‘ืŸ ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ืคืึทืงื˜ื™ืฉ ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื™ืŸ ืงืึทืกืกืึทื ื“ืจืึท. ืžื™ื˜ ื•ื•ืึธืก ืžื™ืจ ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ื™ื ืกื˜ืจื•ืžืขื ื˜ ืฆื•ื•ื™ื™ ืื ื“ืขืจืข ื‘ืึทืงื•ื•ืขื ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืคื•ืŸ ืงืœืึทืกื™ืฉ DBMS: ืงืึธื ืกื™ืกื˜ืขื ื˜ ืฉื ืขืœ ื™ื ื“ืขืงืกื™ื–, ื•ื•ืึธืก ื•ื•ืึธืœื˜ ืœืึธื–ืŸ ืื•ื ื“ื– ืฆื• ื“ื•ืจื›ืคื™ืจืŸ ื“ืึทื˜ืŸ ืกืึทืœืขืงืฉืึทื ื– ื ื™ื˜ ื‘ืœื•ื™ื– ื“ื•ืจืš ื“ื™ ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ, ืื•ืŸ ืึท ืจืขื’ื•ืœืขืจ ื’ืขื ืขืจืึทื˜ืึธืจ ืคื•ืŸ ืžืึทื ืึทื˜ืึทื ื™ืง ืึทื•ื˜ืึธ ื™ื ืงืจืึทืžืึทื ื˜ื™ื ื’ ื™ื“ืก.

C * ืื™ื™ืŸ

ืื–ื•ื™ ืื™ื– ื’ืขื‘ื•ื™ืจืŸ ืึท ื ื™ื™ึท DBMS C * ืื™ื™ืŸ, ืงืึทื ืกื™ืกื˜ื™ื ื’ ืคื•ืŸ ื“ืจื™ื™ ื˜ื™ื™ืคึผืก ืคื•ืŸ ืกืขืจื•ื•ืขืจ ื ืึธื•ื“ื–:

  • ืกื˜ืึธืจื™ื“ื–ืฉ - (ื›ึผืžืขื˜) ื ืึธืจืžืึทืœ ืงืึทืกืกืึทื ื“ืจืึท ืกืขืจื•ื•ืขืจืก ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ืคึฟืึทืจ ืกื˜ืึธืจื™ื ื’ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื”ื™ื’ืข ื“ื™ืกืงืก. ื•ื•ื™ ื“ื™ ืžืึทืกืข ืื•ืŸ ื‘ืึทื ื“ ืคื•ืŸ ื“ืึทื˜ืŸ ื•ื•ืึทืงืกืŸ, ื–ื™ื™ืขืจ ืงื•ื•ืึทื ื˜ื™ื˜ื™ ืงืขื ืขืŸ ื–ื™ื™ืŸ ืœื™ื™ื›ื˜ ืกืงื™ื™ืœื“ ืฆื• ื˜ืขื ืก ืื•ืŸ ื”ื•ื ื“ืขืจื˜ืขืจ.
  • ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจืก - ืขื ืฉื•ืจ ื“ื™ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืคื•ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–.
  • ืงืœื™ื™ืึทื ืฅ ื–ืขื ืขืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืกืขืจื•ื•ืขืจืก ื•ื•ืึธืก ื™ื ืกื˜ืจื•ืžืขื ื˜ ื’ืขืฉืขืคื˜ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืื•ืŸ ืึธื ื”ื™ื™ื‘ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–. ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ืึทื–ืึท ืงืœื™ื™ืึทื ืฅ.

NewSQL = NoSQL+ACID

ืกืขืจื•ื•ืขืจืก ืคื•ืŸ ืึทืœืข ื˜ื™ื™ืคึผืก ื–ืขื ืขืŸ ื˜ื™ื™ืœ ืคื•ืŸ ืึท ืคึผืจืึธืกื˜ ืงื ื•ื™ืœ, ื ื•ืฆืŸ ื“ื™ ื™ื ืขืจืœืขืš Cassandra ืึธื ื–ืึธื’ ืคึผืจืึธื˜ืึธืงืึธืœ ืฆื• ื™ื‘ืขืจื’ืขื‘ืŸ ืžื™ื˜ ื™ืขื“ืขืจ ืื ื“ืขืจืข ืื•ืŸ ื™ืขื ื˜ืข ืคึฟืึทืจ ื™ืงืกื˜ืฉื™ื™ื ื“ื–ืฉื™ื ื’ ืงื ื•ื™ืœ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข. ืžื™ื˜ ื”ืขืึทืจื˜ื‘ืขืึทื˜, ืกืขืจื•ื•ืขืจืก ืœืขืจื ืขืŸ ื•ื•ืขื’ืŸ ืงืขื’ื ืฆื™ื™ึทื˜ื™ืง ืคื™ื™ืœื™ืขืจื–, ื”ืึทืœื˜ืŸ ืึท ืื™ื™ืŸ ื“ืึทื˜ืŸ ืกื˜ืฉืขืžืึท - ื˜ื™ืฉืŸ, ื–ื™ื™ืขืจ ืกื˜ืจื•ืงื˜ื•ืจ ืื•ืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ; ืฆืขื˜ื™ื™ืœื•ื ื’ ืกื›ืขืžืข, ืงื ื•ื™ืœ ื˜ืึธืคึผืึธืœืึธื’ื™, ืขื˜ืง.

ืงืึทืกื˜ืึทืžืขืจื–

NewSQL = NoSQL+ACID

ืึทื ืฉื˜ืึธื˜ ื ืึธืจืžืึทืœ ื“ืจื™ื•ื•ืขืจืก, Fat Client ืžืึธื“ืข ืื™ื– ื’ืขื ื™ืฆื˜. ืึทื–ืึท ืึท ื ืึธื“ืข ื˜ื•ื˜ ื ื™ืฉื˜ ืงืจืึธื ื“ืึทื˜ืŸ, ืึธื‘ืขืจ ืงืขื ืขืŸ ืฉืคึผื™ืœืŸ ื•ื•ื™ ืึท ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืคึฟืึทืจ ื“ื™ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืคื•ืŸ ื‘ืขื˜ืŸ, ื“ืึธืก ื”ื™ื™ืกื˜, ื“ืขืจ ืงืœื™ืขื ื˜ ื–ื™ืš ืืงื˜ืŸ ื•ื•ื™ ืึท ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืคื•ืŸ ื–ื™ื™ืŸ ืจื™ืงื•ื•ืขืก: ืขืก ืงื•ื•ืขืจื™ื ื’ ืกื˜ืึธืจื™ื“ื–ืฉ ืจืขืคึผืœืึทืงืึทื– ืื•ืŸ ืจื™ื–ืึทืœื•ื•ื– ืงืึธื ืคืœื™ืงื˜. ื“ืึธืก ืื™ื– ื ื™ื˜ ื‘ืœื•ื™ื– ืžืขืจ ืคืึทืจืœืึธื–ืœืขืš ืื•ืŸ ืคืึทืกื˜ืขืจ ื•ื•ื™ ื“ืขืจ ื ืึธืจืžืึทืœ ืฉืึธืคืขืจ, ื•ื•ืึธืก ืจื™ืงื•ื•ื™ื™ืขืจื– ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืžื™ื˜ ืึท ื•ื•ื™ื™ึทื˜ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ, ืึธื‘ืขืจ ืื•ื™ืš ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื“ื™ ื˜ืจืึทื ืกืžื™ืกื™ืข ืคื•ืŸ โ€‹โ€‹ืจื™ืงื•ื•ืขืก. ืึทืจื•ื™ืก ืคื•ืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืขืคืขื ืขืŸ ืื•ื™ืฃ ื“ืขื ืงืœื™ืขื ื˜, ืจื™ืงื•ื•ืขืก ื–ืขื ืขืŸ ื’ืขืฉื™ืงื˜ ืฆื• ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™ื–. ืื•ื™ื‘ ื“ืขืจ ืงืœื™ืขื ื˜ ื”ืื˜ ื’ืขืขืคื ื˜ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืึทืœืข ืจื™ืงื•ื•ืขืก ืื™ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื–ืขื ืขืŸ ื’ืขืฉื™ืงื˜ ืฆื• ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ.
NewSQL = NoSQL+ACID

C * ืื™ื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ

ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืื™ื– ืขืคึผืขืก ื•ื•ืึธืก ืžื™ืจ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืคึฟืึทืจ C * ืื™ื™ืŸ ืคึฟื•ืŸ ืงืจืึทืฆืŸ. ืขืก ืื™ื– ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ืœืึทืงืก ืื•ืŸ ื“ื™ ืกื“ืจ ืื™ืŸ ื•ื•ืึธืก ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื’ืขื•ื•ืขื ื“ื˜.

ืคึฟืึทืจ ื™ืขื“ืขืจ ืกืขืจื•ื•ื™ืกื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ื“ื–ืฉืขื ืขืจื™ื™ืฅ ืึท ื˜ื™ืžืขืกื˜ืึทืžืคึผ: ื™ืขื“ืขืจ ืกืึทื‘ืกืึทืงื•ื•ืึทื ื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ื’ืจืขืกืขืจ ื•ื•ื™ ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ. ื–ื™ื ื˜ Cassandra ืก ืงืึธื ืคืœื™ืงื˜ ื”ืึทื›ืœืึธื˜ืข ืกื™ืกื˜ืขื ืื™ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื˜ื™ืžืขืกื˜ืึทืžืคึผืก (ืคื•ืŸ ืฆื•ื•ื™ื™ ืงืึทื ืคืœื™ืงื˜ื™ื ื’ ืจืขืงืึธืจื“ืก, ื“ืขืจ ืื™ื™ื ืขืจ ืžื™ื˜ ื“ื™ ืœืขืฆื˜ืข ื˜ื™ืžืขืกื˜ืึทืžืคึผ ืื™ื– ื’ืขืจืขื›ื ื˜ ื•ื•ื™ ืงืจืึทื ื˜), ื“ืขืจ ืงืึธื ืคืœื™ืงื˜ ื•ื•ืขื˜ ืฉื˜ืขื ื“ื™ืง ื–ื™ื™ืŸ ืจื™ื–ืึทืœื•ื•ื“ ืื™ืŸ ื˜ื•ื™ื•ื•ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืกืึทื‘ืกืึทืงื•ื•ืึทื ื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ. ืื–ื•ื™ ืžื™ืจ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืœืึทืžืคึผืึธืจื˜ ื•ื•ืึทืš - ืึท ื‘ื™ืœื™ืง ื•ื•ืขื’ ืฆื• ืกืึธืœื•ื•ืข ืงืึธื ืคืœื™ืงื˜ ืื™ืŸ ืึท ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืกื™ืกื˜ืขื.

ืœืึทืงืก

ืฆื• ืขื ืฉื•ืจ ืืคื’ืขื–ื•ื ื“ืขืจื˜ืงื™ื™ื˜, ืžื™ืจ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ื ื•ืฆืŸ ื“ื™ ืกื™ืžืคึผืœืึทืกื˜ ืื•ืคึฟืŸ - ืคึผืขืกื™ืžื™ืกื˜ื™ืฉ ืœืึทืงืก ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ ืคื•ืŸ ื“ื™ ืจืขืงืึธืจื“. ืื™ืŸ ืื ื“ืขืจืข ื•ื•ืขืจื˜ืขืจ, ืื™ืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืึท ืจืขืงืึธืจื“ ืžื•ื–ืŸ ืขืจืฉื˜ืขืจ ื–ื™ื™ืŸ ืคืืจืฉืคืืจื˜, ื ืึธืจ ื“ืขืžืึธืœื˜ ืœื™ื™ืขื ืขืŸ, ืžืึทื“ืึทืคื™ื™ื“ ืื•ืŸ ื’ืขืจืื˜ืขื•ื•ืขื˜. ื‘ืœื•ื™ื– ื ืึธืš ืึท ืžืฆืœื™ื— ื™ื‘ืขืจื’ืขื‘ืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ืึทื ืœืึทืงื˜ ืึท ืจืขืงืึธืจื“ ืึทื–ื•ื™ ืึทื– ืงืึทืžืคึผื™ื˜ื™ื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืงืขื ืขืŸ ื ื•ืฆืŸ ืขืก.

ื™ืžืคึผืœืึทืžืขื ื™ื ื’ ืึทื–ืึท ืœืึทืงื™ื ื’ ืื™ื– ืคึผืฉื•ื˜ ืื™ืŸ ืึท ื ื™ื˜-ืคื•ืกื˜ืจื™ื‘ื™ื•ื˜ืข ืกื•ื•ื™ื•ื•ืข. ืื™ืŸ ืึท ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืกื™ืกื˜ืขื, ืขืก ื–ืขื ืขืŸ ืฆื•ื•ื™ื™ ื”ื•ื™ืคึผื˜ ืึธืคึผืฆื™ืขืก: ืึธื“ืขืจ ื™ื ืกื˜ืจื•ืžืขื ื˜ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืœืึทืงื™ื ื’ ืื•ื™ืฃ ื“ืขื ืงื ื•ื™ืœ, ืึธื“ืขืจ ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืึทื–ื•ื™ ืึทื– ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืžื™ื˜ ื“ื™ ื–ืขืœื‘ืข ืจืขืงืึธืจื“ ื–ืขื ืขืŸ ืฉื˜ืขื ื“ื™ืง ืกืขืจื•ื•ื™ื™ื•ื•ื“ ื“ื•ืจืš ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ.

ื–ื™ื ื˜ ืื™ืŸ ืื•ื ื“ื–ืขืจ ืคืึทืœ ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืฆื•ื•ื™ืฉืŸ ื’ืจื•ืคึผืขืก ืคื•ืŸ ื”ื™ื’ืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื™ืŸ ืกืงืœ, ืขืก ืื™ื– ื‘ืึทืฉืœืึธืกืŸ ืฆื• ื‘ืึทืฉื˜ื™ืžืขืŸ ื”ื™ื’ืข ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื’ืจื•ืคึผืขืก ืฆื• ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจืก: ืื™ื™ืŸ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืคึผืขืจืคืึธืจืžื– ืึทืœืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืžื™ื˜ ื˜ืึธืงืขื ืก ืคื•ืŸ 0 ืฆื• 9, ื“ื™ ืจื’ืข - ืžื™ื˜ ื˜ืึธืงืขื ืก ืคื•ืŸ 10 ืฆื• 19, ืื•ืŸ ืื–ื•ื™ ื•ื•ื™ื™ื˜ืขืจ. ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ื™ืขื“ืขืจ ืคื•ืŸ ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ื™ื ืกื˜ืึทื ืกื™ื– ื•ื•ืขืจื˜ ื“ืขืจ ื‘ืขืœ ืคื•ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื’ืจื•ืคึผืข.

ื“ืขืจื ืึธืš ืœืึทืงืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืื™ืŸ ื“ื™ ืคืึธืจืขื ืคื•ืŸ ืึท ื‘ืึทื ืึทืœ ื”ืึทืฉืžืึทืคึผ ืื™ืŸ ื“ืขืจ ื–ื›ึผืจื•ืŸ ืคื•ืŸ ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ.

ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืคื™ื™ืœื™ืขืจื–

ื–ื™ื ื˜ ืื™ื™ืŸ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืื•ื™ืกืฉืœื™ืกืœืขืš ืกืขืจื•ื•ืขืก ืึท ื’ืจื•ืคึผืข ืคื•ืŸ โ€‹โ€‹ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ืขืก ืื™ื– ื–ื™ื™ืขืจ ื•ื•ื™ื›ื˜ื™ืง ืฆื• ื’ืขืฉื•ื•ื™ื ื“ ื‘ืึทืฉืœื™ืกืŸ ื“ื™ ืคืึทืงื˜ ืคื•ืŸ ื–ื™ื™ึทืŸ ื“ื•ืจื›ืคืึทืœ ืึทื–ื•ื™ ืึทื– ื“ื™ ืจื’ืข ืคึผืจื•ื•ื•ืŸ ืฆื• ื•ื™ืกืคื™ืจืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืฆื™ื™ื˜. ืฆื• ืžืึทื›ืŸ ื“ืขื ืฉื ืขืœ ืื•ืŸ ืคืึทืจืœืึธื–ืœืขืš, ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ ืึท ื’ืึธืจ ืงืึธื ื ืขืงื˜ืขื“ ืงื•ื•ืึธืจื•ื ื”ืขืึทืจื‘ืขืึทื˜ ืคึผืจืึธื˜ืึธืงืึธืœ:

ื™ืขื“ืขืจ ื“ืึทื˜ืŸ ืฆืขื ื˜ืขืจ ื”ืึธืกืฅ ืœืคึผื—ื•ืช ืฆื•ื•ื™ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ื ืึธื•ื“ื–. ืคึผืขืจื™ืึธื“ื™ืฉ, ืฉื™ืงื˜ ื™ืขื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืึท ื”ืึทืจืฅ-ืงืœืึทืคึผ ืึธื ื–ืึธื’ ืฆื• ื“ื™ ืื ื“ืขืจืข ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจืก ืื•ืŸ ื™ื ืคืึธืจืžื– ื–ื™ื™ ื•ื•ืขื’ืŸ ื–ื™ื™ึทืŸ ืคืึทื ื’ืงืฉืึทื ื™ื ื’, ื•ื•ื™ ืื•ื™ืš ื•ื•ืึธืก ื”ืึทืจืฅ ืงืœืึทืคึผ ืึทืจื˜ื™ืงืœืขืŸ ืขืก ื‘ืืงื•ืžืขืŸ ืคื•ืŸ ื•ื•ืึธืก ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจืก ืื™ืŸ ื“ื™ ืงื ื•ื™ืœ ืœืขืฆื˜ืข ืžืึธืœ.

NewSQL = NoSQL+ACID

ื‘ืืงื•ืžืขืŸ ืขื ืœื™ื›ืข ืื™ื ืคืืจืžืืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืื ื“ืขืจืข ืืœืก ื ื˜ื™ื™ืœ ืคื•ืŸ ื–ื™ื™ืขืจ ื”ืืจืฅ-ืงืœืืค ืžืขืกืขื“ื–ืฉืขืก, ื‘ืืฉืœื™ืกื˜ ื™ืขื“ืขืจ ืงืืืจื“ื™ื ืึทื˜ืึธืจ ืคืืจ ื–ื™ืš ื•ื•ืขืœื›ืข ืงื ื•ื™ืœ ื ืึธื•ื“ื– ืคื•ื ืงืฆื™ืึธื ื™ืจืŸ ืื•ืŸ ื•ื•ืขืœื›ืข ื ื™ืฉื˜, ื’ื™ื™ื“ื™ื“ ืœื•ื™ื˜ืŸ ืงื•ื•ืึธืจื•ื ืคึผืจื™ื ืฆื™ืคึผ: ืื•ื™ื‘ ื ืึธื“ืข X ื”ืื˜ ื‘ืืงื•ืžืขืŸ ืื™ื ืคืืจืžืืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืžืขืจื”ื™ื™ื˜ ื ืึธื•ื“ื– ืื™ืŸ ื“ืขื ืงื ื•ื™ืœ ื•ื•ืขื’ืŸ ื“ืขื ื ืึธืจืžืึทืœืŸ. ืงืึทื‘ืึธืœืข ืคื•ืŸ โ€‹โ€‹ืึทืจื˜ื™ืงืœืขืŸ ืคื•ืŸ ื ืึธื“ืข ื™, ื“ืขืžืึธืœื˜ Y ืึทืจื‘ืขื˜. ืื•ืŸ ืคืึทืจืงืขืจื˜, ื•ื•ื™ ื‘ืึทืœื“ ื•ื•ื™ ื“ื™ ืžืขืจื”ื™ื™ื˜ ืžืขืœื“ืขื˜ ืคืขืœื ื“ื™ืง ืึธื ื–ืึธื’ืŸ ืคื•ืŸ ื ืึธื“ืข ื™, ื“ืขืžืึธืœื˜ ื™ ื”ืื˜ ืืคื’ืขื–ืื’ื˜. ืขืก ืื™ื– ื˜ืฉื™ืงืึทื•ื•ืข ืึทื– ืื•ื™ื‘ ื“ื™ ืงื•ื•ืึธืจื•ื ื™ื ืคืึธืจืžื– ื ืึธื“ืข X ืึทื– ืขืก ืื™ื– ื ื™ื˜ ืžืขืจ ืจื™ืกื™ื•ื•ื™ื ื’ ืึทืจื˜ื™ืงืœืขืŸ ืคื•ืŸ ืื™ื, ื“ืขืžืึธืœื˜ ื ืึธื“ืข X ื–ื™ืš ื•ื•ืขื˜ ื‘ืึทื˜ืจืึทื›ื˜ืŸ ื–ื™ืš ืคึฟืึทืจ ื“ื•ืจื›ืคืึทืœ.

ื”ืขืึทืจื˜ื‘ื™ื˜ ืึทืจื˜ื™ืงืœืขืŸ ื–ืขื ืขืŸ ื’ืขืฉื™ืงื˜ ืžื™ื˜ ื”ื•ื™ืš ืึธืคื˜ืงื™ื™ึทื˜, ื•ื•ืขื’ืŸ 20 ืžืืœ ืคึผืขืจ ืกืขืงื•ื ื“ืข, ืžื™ื˜ ืึท ืฆื™ื™ื˜ ืคื•ืŸ 50 ืžื™ื–. ืื™ืŸ Java, ืขืก ืื™ื– ืฉื•ื•ืขืจ ืฆื• ื’ืึทืจืึทื ื˜ื™ืจืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืขื ื˜ืคืขืจ ื™ืŸ 50 ืžื™ื– ืจืขื›ื˜ ืฆื• ื“ืขืจ ืคืึทืจื’ืœื™ื™ึทื›ืœืขืš ืœืขื ื’ ืคื•ืŸ ืคึผืึธื–ืึทื– ื’ืขืคึฟื™ืจื˜ ื“ื•ืจืš ื“ื™ ืžื™ืกื˜ ืงืึทืœืขืงื˜ืขืจ. ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื“ืขืจื’ืจื™ื™ื›ืŸ ื“ืขื ืขื ื˜ืคืขืจ ืฆื™ื™ื˜ ืžื™ื˜ ื“ื™ G1 ืžื™ืกื˜ ืงืึทืœืขืงื˜ืขืจ, ื•ื•ืึธืก ืึทืœืึทื•ื– ืื•ื ื“ื– ืฆื• ืกืคึผืขืฆื™ืคื™ืฆื™ืจืŸ ืึท ืฆื™ืœ ืคึฟืึทืจ ื“ื™ ื’ืขื“ื•ื™ืขืจ ืคื•ืŸ GC ืคึผืึธื–ืึทื–. ืึธื‘ืขืจ, ืžืืœ, ื’ืึทื ืฅ ืจืึทืจืขืœื™, ื“ื™ ืงืึทืœืขืงื˜ืขืจ ืคึผืึธื–ืึทื– ื™ืงืกื™ื“ 50 ืžื™ื–, ื•ื•ืึธืก ืงืขื ืขืŸ ืคื™ืจืŸ ืฆื• ืึท ืคืึทืœืฉ ืฉื•ืœื“ ื“ื™ื˜ืขืงืฉืึทืŸ. ืฆื• ืคืึทืจืžื™ื™ึทื“ืŸ ื“ืขื ืคื•ืŸ ื’ืขืฉืขืขื ื™ืฉ, ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืงืขืŸ ื ื™ืฉื˜ ื‘ืึทืจื™ื›ื˜ ืึท ื“ื•ืจื›ืคืึทืœ ืคื•ืŸ ืึท ื•ื•ื™ื™ึทื˜ ื ืึธื“ืข ื•ื•ืขืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื›ืึทืจื˜ื‘ื™ื˜ ืึธื ื–ืึธื’ ืคื•ืŸ ืขืก ืคืึทืจืฉื•ื•ื™ื ื“ืŸ, ื ืึธืจ ืื•ื™ื‘ ืขื˜ืœืขื›ืข ื–ืขื ืขืŸ ืคืึทืจืฉื•ื•ื•ื ื“ืŸ ืื™ืŸ ืึท ืจื•ื“ืขืจืŸ ืžื™ืก.

ืึธื‘ืขืจ ืขืก ืื™ื– ื ื™ืฉื˜ ื’ืขื ื•ื’ ืฆื• ื’ืขืฉื•ื•ื™ื ื“ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ื ืึธื“ืข ื”ืื˜ ืคืืจืฉื˜ืืคื˜ ืคืึทื ื’ืงืฉืึทื ื™ื ื’. ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืึธืŸ ืขืคึผืขืก ื•ื•ืขื’ืŸ ื“ืขื.

ืจืขื–ืขืจื•ื•ืึทืฆื™ืข

ื“ืขืจ ืงืœืึทืกื™ืฉ ืกื›ืขืžืข ื™ื ื•ื•ืึทืœื•ื•ื–, ืื™ืŸ ื“ื™ ื’ืขืฉืขืขื ื™ืฉ ืคื•ืŸ ืึท ื‘ืขืœ ื“ื•ืจื›ืคืึทืœ, ืกื˜ืึทืจื˜ื™ื ื’ ืึท ื ื™ื™ึท ื•ื•ืึทืœืŸ ื ื™ืฆืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ืžืึธื“ืขืจืŸ ื•ื ื™ื•ื•ืขืจืกืึทืœ ืึทืœื’ืขืจื™ื“ืึทืžื–. ืึธื‘ืขืจ, ืึทื–ืึท ืึทืœื’ืขืจื™ื“ืึทืžื– ื”ืึธื‘ืŸ ื’ืขื–ื•ื ื˜-ื‘ืืงืื ื˜ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ืฆื™ื™ึทื˜ ืงืึทื ื•ื•ืขืจื“ื–ืฉืึทื ืก ืื•ืŸ ื“ื™ ืœืขื ื’ ืคื•ืŸ ื“ื™ ื•ื•ืึทืœืŸ ืคึผืจืึธืฆืขืก ื–ื™ืš. ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื•ื™ืกืžื™ื™ื“ืŸ ืึทื–ืึท ื ืึธืš ื“ื™ืœื™ื™ื– ื ื™ืฆืŸ ืึท ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืคืึทืจื‘ื™ื™ึทื˜ ืกื›ืขืžืข ืื™ืŸ ืึท ื’ืึธืจ ืคืืจื‘ื•ื ื“ืŸ ื ืขืฅ:

NewSQL = NoSQL+ACID

ื–ืืœ ืก ื–ืึธื’ืŸ ืžื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื•ื™ืกืคื™ืจืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ืŸ ื’ืจื•ืคึผืข 50. ื–ืืœ ืก ื‘ืึทืฉื˜ื™ืžืขืŸ ืื™ืŸ ืฉื˜ื™ื™ึทื’ืŸ ื“ื™ ืคืึทืจื‘ื™ื™ึทื˜ ืกื›ืขืžืข, ื•ื•ืึธืก ืื™ื–, ื•ื•ืึธืก ื ืึธื•ื“ื– ื•ื•ืขื˜ ื•ื™ืกืคื™ืจืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื™ืŸ ื’ืจื•ืคึผืข 50 ืื™ืŸ ื“ื™ ื’ืขืฉืขืขื ื™ืฉ ืคื•ืŸ ืึท ื“ื•ืจื›ืคืึทืœ ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ. ืื•ื ื“ื–ืขืจ ืฆื™ืœ ืื™ื– ืฆื• ื˜ื™ื™ึทื ืขืŸ ืกื™ืกื˜ืขื ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืื™ืŸ ื“ื™ ื’ืขืฉืขืขื ื™ืฉ ืคื•ืŸ ืึท ื“ืึทื˜ืŸ ืฆืขื ื˜ืขืจ ื“ื•ืจื›ืคืึทืœ. ืœืึธืžื™ืจ ื‘ืึทืฉืœื™ืกืŸ ืึทื– ื“ืขืจ ืขืจืฉื˜ืขืจ ืจืขื–ืขืจื•ื• ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท ื ืึธื“ืข ืคื•ืŸ โ€‹โ€‹ืืŸ ืื ื“ืขืจ ื“ืึทื˜ืŸ ืฆืขื ื˜ืขืจ, ืื•ืŸ ื“ื™ ืจื’ืข ืจืขื–ืขืจื•ื• ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท ื ืึธื“ืข ืคื•ืŸ โ€‹โ€‹ืึท ื“ืจื™ื˜. ื“ืขืจ ืกื›ืขืžืข ืื™ื– ืื•ื™ืกื’ืขืงืœื™ื‘ืŸ ืึทืžืึธืœ ืื•ืŸ ื˜ื•ื˜ ื ื™ืฉื˜ ื˜ื•ื™ืฉืŸ ื‘ื™ื– ื“ื™ ื˜ืึธืคึผืึธืœืึธื’ื™ ืคื•ืŸ ื“ื™ ืงื ื•ื™ืœ ืขื ื“ืขืจื•ื ื’ืขืŸ, ื“ืึธืก ืื™ื– ื‘ื™ื– ื ื™ื™ึท ื ืึธื•ื“ื– ืึทืจื™ื™ึทืŸ ืขืก (ื•ื•ืึธืก ื›ืึทืคึผืึทื ื– ื–ื™ื™ืขืจ ืจืึทืจืขืœื™). ื“ืขืจ ืคึผืจืึธืฆืขื“ื•ืจ ืคึฟืึทืจ ืกืึทืœืขืงื˜ื™ื ื’ ืึท ื ื™ื™ึท ืึทืงื˜ื™ื•ื• ื‘ืขืœ ืื•ื™ื‘ ื“ืขืจ ืึทืœื˜ ืื™ื™ื ืขืจ ืคื™ื™ืœื– ื•ื•ืขื˜ ืฉื˜ืขื ื“ื™ืง ื–ื™ื™ืŸ ื•ื•ื™ ื’ื™ื™ื˜: ื“ืขืจ ืขืจืฉื˜ืขืจ ืจืขื–ืขืจื•ื• ื•ื•ืขื˜ ื•ื•ืขืจืŸ ื“ืขืจ ืึทืงื˜ื™ื•ื• ื‘ืขืœ, ืื•ืŸ ืื•ื™ื‘ ืขืก ื”ืื˜ ืื•ื™ืคื’ืขื”ืขืจื˜ ืคืึทื ื’ืงืฉืึทื ื™ื ื’, ื“ื™ ืจื’ืข ืจืขื–ืขืจื•ื• ื•ื•ืขื˜ ื•ื•ืขืจืŸ ื“ืขืจ ืึทืงื˜ื™ื•ื• ื‘ืขืœ.

ื“ืขื ืกื›ืขืžืข ืื™ื– ืžืขืจ ืคืึทืจืœืึธื–ืœืขืš ื•ื•ื™ ื“ื™ ื•ื ื™ื•ื•ืขืจืกืึทืœ ืึทืœื’ืขืจื™ื“ืึทื, ื•ื•ื™ื™ึทืœ ืฆื• ืึทืงื˜ืึทื•ื•ื™ื™ื˜ ืึท ื ื™ื™ึท ื‘ืขืœ ืขืก ืื™ื– ื’ืขื ื•ื’ ืฆื• ื‘ืึทืฉืœื™ืกืŸ ื“ื™ ื“ื•ืจื›ืคืึทืœ ืคื•ืŸ ื“ื™ ืึทืœื˜.

ืึธื‘ืขืจ ื•ื•ื™ ื•ื•ืขื˜ ืงืœื™ื™ืึทื ืฅ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ื‘ืขืœ ืื™ื– ืืจื‘ืขื˜ืŸ ืื™ืฆื˜? ืขืก ืื™ื– ืื•ืžืžืขื’ืœืขืš ืฆื• ืฉื™ืงืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืฆื• ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ืงืœื™ื™ืึทื ืฅ ืื™ืŸ 50 ืžื™ื–. ื ืกื™ื˜ื•ืึทืฆื™ืข ืื™ื– ืžืขื’ืœืขืš ื•ื•ืขืŸ ืึท ืงืœื™ืขื ื˜ ืกืขื ื“ื– ืึท ื‘ืงืฉื” ืฆื• ืขืคึฟืขื ืขืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื ื™ื˜ ื ืึธืš ื’ืขื•ื•ืื•ืกื˜ ืึทื– ื“ืขืจ ื‘ืขืœ ืื™ื– ื ื™ื˜ ืžืขืจ ืคืึทื ื’ืงืฉืึทื ื™ื ื’, ืื•ืŸ ื“ื™ ื‘ืงืฉื” ื•ื•ืขื˜ ืฆื™ื™ื˜ ืื•ื™ืก. ืฆื• ืคืึทืจืžื™ื™ึทื“ืŸ ื“ืขื ืคื•ืŸ ื’ืขืฉืขืขื ื™ืฉ, ืงืœื™ื™ืึทื ืฅ ืกืคึผืขืงื•ืœืึทื˜ื™ื•ื•ืขืœื™ ืฉื™ืงืŸ ืึท ื‘ืงืฉื” ืฆื• ืขืคืขื ืขืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฆื• ื“ื™ ื’ืจื•ืคึผืข ื‘ืขืœ ืื•ืŸ ื‘ื™ื™ื“ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื–ื™ื™ึทืŸ ืจื™ื–ืขืจื•ื•ื– ืื™ืŸ ืึทืžืึธืœ, ืึธื‘ืขืจ ื‘ืœื•ื™ื– ื“ืขืจ ืื™ื™ื ืขืจ ื•ื•ืึธืก ืื™ื– ื“ืขืจ ืึทืงื˜ื™ื•ื• ื‘ืขืœ ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜ ื•ื•ืขื˜ ืจื™ืกืคึผืึทื ื“ ืฆื• ื“ืขื ื‘ืงืฉื”. ื“ืขืจ ืงืœื™ืขื ื˜ ื•ื•ืขื˜ ืžืึทื›ืŸ ืึทืœืข ืกืึทื‘ืกืึทืงื•ื•ืึทื ื˜ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืื™ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื‘ืœื•ื™ื– ืžื™ื˜ ื“ื™ ืึทืงื˜ื™ื•ื• ื‘ืขืœ.

ื‘ืึทืงืงื•ืคึผ ื”ืืจืŸ ืฉื˜ืขืœืŸ ื‘ืืงื•ืžืขืŸ ืจื™ืงื•ื•ืขืก ืคึฟืึทืจ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืขืจืขืจ ืื™ืŸ ื“ื™ ืจื™ื™ ืคื•ืŸ ืึทื ื‘ืึธืจืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื–, ื•ื•ื• ื–ื™ื™ ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืžืึธืœ. ืื•ื™ื‘ ื“ืขืจ ืึทืงื˜ื™ื•ื• ื‘ืขืœ ื“ื™ืขืก, ื“ืขืจ ื ื™ื™ึท ื‘ืขืœ ืคึผืจืึทืกืขืกืึทื– ืจื™ืงื•ื•ืขืก ืฆื• ืขืคืขื ืขืŸ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคื•ืŸ ื–ื™ื™ืŸ ืจื™ื™ ืื•ืŸ ืจื™ืกืคึผืึทื ื“ื– ืฆื• ื“ืขื ืงืœื™ืขื ื˜. ืื•ื™ื‘ ื“ืขืจ ืงืœื™ืขื ื˜ ื”ืื˜ ืฉื•ื™ืŸ ื’ืขืขืคื ื˜ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืžื™ื˜ ื“ื™ ืึทืœื˜ ื‘ืขืœ, ื“ื™ ืจื’ืข ืขื ื˜ืคืขืจ ืื™ื– ืื™ื’ื ืึธืจื™ืจื˜ (ืื•ืŸ, ื“ืึธืš, ืึทื–ืึท ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืขื˜ ื ื™ืฉื˜ ืคืึทืจืขื ื“ื™ืงืŸ ืื•ืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืจื™ืคึผื™ื˜ื™ื“ ื“ื•ืจืš ื“ืขืจ ืงืœื™ืขื ื˜).

ื•ื•ื™ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืึทืจื‘ืขื˜

ืœืืžื™ืจ ื–ืื’ืŸ ืื– ื ืงืœื™ืขื ื˜ ื”ืื˜ ื’ืขืฉื™ืงื˜ ื ืคืืจืœืื ื’ ืฆื•ื ืงืืืจื“ื™ื ืึทื˜ืึธืจ ืฆื• ืขืคืขื ืขืŸ ื ื˜ืจืื ื–ืืงืฆื™ืข ืคืืจ ืื–ื ืื•ืŸ ืื–ื ืขื ื˜ื™ื˜ื™ ืžื™ื˜ ืื–ื ืื•ืŸ ืื–ื ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ. ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืœืึทืงืก ื“ืขื ืขื ื˜ื™ื˜ื™ ืื•ืŸ ืฉื˜ืขืœืŸ ืขืก ืื™ืŸ ื“ื™ ืฉืœืึธืก ื˜ื™ืฉ ืื™ืŸ ื–ื›ึผืจื•ืŸ. ืื•ื™ื‘ ื ื™ื™ื˜ื™ืง, ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืœื™ื™ืขื ื˜ ื“ืขื ืขื ื˜ื™ื˜ื™ ืคื•ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืื•ืŸ ืกื˜ืึธืจื– ื“ื™ ืจื™ื–ืึทืœื˜ื™ื ื’ ื“ืึทื˜ืŸ ืื™ืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฉื˜ืึทื˜ ืื™ืŸ ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืก ื–ื›ึผืจื•ืŸ.

NewSQL = NoSQL+ACID

ื•ื•ืขืŸ ืึท ืงืœื™ืขื ื˜ ื•ื•ื™ืœ ืฆื• ื˜ื•ื™ืฉืŸ ื“ืึทื˜ืŸ ืื™ืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ืขืก ืกืขื ื“ื– ืึท ื‘ืงืฉื” ืฆื• ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืฆื• ืžืึธื“ื™ืคื™ืฆื™ืจืŸ ื“ื™ ืขื ื˜ื™ื˜ื™, ืื•ืŸ ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืฉื˜ืขืœืŸ ื“ื™ ื ื™ื™ึทืข ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืกื˜ืึทื˜ื•ืก ื˜ื™ืฉ ืื™ืŸ ื–ื›ึผืจื•ืŸ. ื“ืึธืก ืงืึทืžืคึผืœื™ืฅ ื“ื™ ืจืขืงืึธืจื“ื™ื ื’ - ืงื™ื™ืŸ ืจืขืงืึธืจื“ื™ื ื’ ืื™ื– ื’ืขืžืื›ื˜ ืฆื• ื“ื™ ืกื˜ืึธืจื™ื“ื–ืฉ.

NewSQL = NoSQL+ACID

ื•ื•ืขืŸ ืึท ืงืœื™ืขื ื˜ ืจื™ืงื•ื•ืขืก ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื’ืขื‘ื™ื˜ืŸ ื“ืึทื˜ืŸ ื•ื•ื™ ืึท ื˜ื™ื™ืœ ืคื•ืŸ ืึทืŸ ืึทืงื˜ื™ื•ื• ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืึทืงืขืจื– ื•ื•ื™ ื’ื™ื™ื˜:

  • ืื•ื™ื‘ ื“ื™ ืฉื™ื™ึทืŸ ืื™ื– ืฉื•ื™ืŸ ืื™ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื’ืขื ื•ืžืขืŸ ืคื•ืŸ ื–ื›ึผืจื•ืŸ;
  • ืื•ื™ื‘ ืขืก ืื™ื– ืงื™ื™ืŸ ืฉื™ื™ึทืŸ ืื™ืŸ ื–ื›ึผืจื•ืŸ, ื“ื™ ืคืขืœื ื“ื™ืง ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืœื™ื™ืขื ืขืŸ ืคึฟื•ืŸ ื“ื™ ืกื˜ืึธืจื™ื“ื–ืฉ ื ืึธื•ื“ื–, ืงืึทืžื‘ื™ื™ื ื“ ืžื™ื˜ ื“ื™ ืฉื•ื™ืŸ ืื™ืŸ ื–ื›ึผืจื•ืŸ, ืื•ืŸ ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืื™ื– ื’ืขื’ืขื‘ืŸ ืฆื• ื“ืขืจ ืงืœื™ืขื ื˜.

ืื–ื•ื™, ื“ืขืจ ืงืœื™ืขื ื˜ ืงืขื ืขืŸ ืœื™ื™ืขื ืขืŸ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืขื ื“ืขืจื•ื ื’ืขืŸ, ืึธื‘ืขืจ ืื ื“ืขืจืข ืงืœื™ื™ืึทื ืฅ ื˜ืึธืŸ ื ื™ื˜ ื–ืขืŸ ื“ื™ ืขื ื“ืขืจื•ื ื’ืขืŸ, ื•ื•ื™ื™ึทืœ ื–ื™ื™ ื–ืขื ืขืŸ ืกื˜ืึธืจื“ ื‘ืœื•ื™ื– ืื™ืŸ ื“ืขืจ ื–ื›ึผืจื•ืŸ ืคื•ืŸ ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ, ื–ื™ื™ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื ืึธืš ืื™ืŸ ื“ื™ ืงืึทืกืกืึทื ื“ืจืึท ื ืึธื•ื“ื–.

NewSQL = NoSQL+ACID

ื•ื•ืขืŸ ื“ืขืจ ืงืœื™ืขื ื˜ ืกืขื ื“ื– ืงืึทืžื™ื˜, ื“ื™ ืฉื˜ืึทื˜ ื•ื•ืึธืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ื™ ื“ื™ื ืกื˜ ืก ื–ื›ึผืจื•ืŸ ืื™ื– ื’ืขืจืื˜ืขื•ื•ืขื˜ ื“ื•ืจืš ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืื™ืŸ ืึท ืœืึธื’ื“ ืคึผืขืงืœ, ืื•ืŸ ืื™ื– ื’ืขืฉื™ืงื˜ ื•ื•ื™ ืึท ืœืึธื’ื“ ืคึผืขืงืœ ืฆื• Cassandra ืกื˜ืึธืจื™ื“ื–ืฉ. ื“ื™ ืกื˜ืึธืจื– ื˜ืึธืŸ ืึทืœืฅ ื ื™ื™ื˜ื™ืง ืฆื• ืขื ืฉื•ืจ ืึทื– ื“ืขื ืคึผืขืงืœ ืื™ื– ืึทื˜ืึธืžื™ืฉืข (ื’ืึธืจ) ื’ืขื•ื•ืขื ื“ื˜, ืื•ืŸ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืึท ืขื ื˜ืคืขืจ ืฆื• ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ, ื•ื•ืึธืก ืจื™ืœื™ืกื™ื– ื“ื™ ืœืึทืงืก ืื•ืŸ ืงืึทื ืคืขืจืžื– ื“ื™ ื”ืฆืœื—ื” ืคื•ืŸ ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฆื• ื“ืขื ืงืœื™ืขื ื˜.

NewSQL = NoSQL+ACID

ืื•ืŸ ืฆื• ืฆื•ืจื™ืงืงืจื™ื’ืŸ, ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ื ืึธืจ ื“ืึทืจืฃ ืฆื• ื‘ืึทืคืจื™ื™ึทืขืŸ ื“ื™ ื–ื™ืงืึธืจืŸ ืคืึทืจื ื•ืžืขืŸ ื“ื•ืจืš ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืฉื˜ืึทื˜.

ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ื“ื™ ื™ืžืคึผืจื•ื•ื•ืžืึทื ืฅ ืื•ื™ื‘ืŸ, ืžื™ืจ ื™ืžืคึผืœืึทืžืขื ืึทื“ ื“ื™ ืึทืกื™ื“ ืคึผืจื™ื ืกืึทืคึผืึทืœื–:

  • ืึทื˜ืึธืžื™ืกื™ื˜ื™. ื“ืึธืก ืื™ื– ืึท ื’ืึทืจืึทื ื˜ื™ืจืŸ ืึทื– ืงื™ื™ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื˜ื™ื™ืœ ืจืขืงืึธืจื“ืขื“ ืื™ืŸ ื“ื™ ืกื™ืกื˜ืขื ืึธื“ืขืจ ืึทืœืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื™ึทืŸ ืกืึทื‘-ืึธืคึผืขืจืึทื˜ื™ืึธื ืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืขื ื“ื™ืงื˜, ืึธื“ืขืจ ื’ืึธืจื ื™ื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืขื ื“ื™ืงื˜. ืžื™ืจ ืึทื“ื›ื™ืจ ืฆื• ื“ืขื ืคึผืจื™ื ืฆื™ืคึผ ื“ื•ืจืš ืœืึธื’ื“ ืคึผืขืงืœ ืื™ืŸ Cassandra.
  • ืงืึธื ืกื™ืกื˜ืขื ืกื™. ื™ืขื“ืขืจ ื’ืขืจืึธื˜ืŸ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื“ื•ืจืš ื“ืขืคึฟื™ื ื™ืฆื™ืข, ืจืขืงืึธืจื“ื™ืจื˜ โ€‹โ€‹ื‘ืœื•ื™ื– ื’ื™ืœื˜ื™ืง ืจืขื–ื•ืœื˜ืึทื˜ืŸ. ืื•ื™ื‘, ื ืึธืš ืขืคืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื•ืŸ ื“ื•ืจื›ืคื™ืจืŸ ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ืึทืคึผืขืจื™ื™ืฉืึทื ื–, ืขืก ืื™ื– ื“ื™ืกืงืึทื•ื•ืขืจื“ ืึทื– ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืื™ื– ืคืึทืจืงืจื™ืคึผืœื˜, ืึท ืจืึธื•ืœื‘ืึทืง ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜.
  • ืื™ื–ืืœืืฆื™ืข. ื•ื•ืขืŸ ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ืื™ื– ืขืงืกืึทืงื™ื•ื˜ืึทื“, ืงืึทื ืงืขืจืึทื ื˜ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืึธืœ ื ื™ืฉื˜ ื•ื•ื™ืจืงืŸ ื–ื™ื™ึทืŸ ืึทื•ื˜ืงืึทื. ืงืึทืžืคึผื™ื˜ื™ื ื’ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืืคื’ืขื–ื•ื ื“ืขืจื˜ ืžื™ื˜ ืคึผืขืกื™ืžื™ืกื˜ื™ืฉ ืœืึทืงืก ืื•ื™ืฃ ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ. ืคึฟืึทืจ ืœื™ื™ืขื ืขืŸ ืึทืจื•ื™ืก ืึท ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ, ื“ื™ ืืคื’ืขื–ื•ื ื“ืขืจื˜ืงื™ื™ื˜ ืคึผืจื™ื ืฆื™ืคึผ ืื™ื– ื‘ืืžืขืจืงื˜ ืื•ื™ืฃ ื“ื™ ืœื™ื™ืขื ืขืŸ ืงืึทืžื™ื˜ืึทื“ ืžื“ืจื’ื”.
  • ืคืขืกื˜ืงื™ื™ึทื˜. ืจืขื’ืึทืจื“ืœืขืกืก ืคื•ืŸ ืคึผืจืึธื‘ืœืขืžืก ืื™ืŸ ื ื™ื“ืขืจื™ืงืขืจ ืœืขื•ื•ืขืœืก - ืกื™ืกื˜ืขื ื‘ืœืึทืงืึทื•ื˜, ื™ื™ึทื–ื ื•ื•ืึทืจื’ ื“ื•ืจื›ืคืึทืœ - ืขื ื“ืขืจื•ื ื’ืขืŸ ื’ืขืžืื›ื˜ ื“ื•ืจืš ืึท ื”ืฆืœื—ื” ื’ืขืขื ื“ื™ืงื˜ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื–ืึธืœ ื‘ืœื™ื™ึทื‘ืŸ ืืคื’ืขื”ื™ื˜ ื•ื•ืขืŸ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ื ืขืžืขื  ื–ื™ื› ื•ื•ื™ื“ืขืจ.

ืœื™ื™ืขื ืขืŸ ื“ื•ืจืš ื™ื ื“ืขืงืกื™ื–

ืœืึธืžื™ืจ ื ืขืžืขืŸ ืึท ืคึผืฉื•ื˜ืŸ ื˜ื™ืฉ:

CREATE TABLE photos (
id bigint primary key,
owner bigint,
modified timestamp,
โ€ฆ)

ืขืก ื”ืื˜ ืึท ืฉื™ื™ึทืŸ (ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ), ื‘ืึทื–ื™ืฆืขืจ ืื•ืŸ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธืŸ ื“ืึทื˜ืข. ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึทื›ืŸ ืึท ื–ื™ื™ืขืจ ืคึผืฉื•ื˜ ื‘ืงืฉื” - ืกืขืœืขืงื˜ื™ืจืŸ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื“ื™ ื‘ืึทื–ื™ืฆืขืจ ืžื™ื˜ ื“ื™ ืขื ื“ืขืจื•ื ื’ ื˜ืึธื’ "ืคึฟืึทืจ ื“ื™ ืœืขืฆื˜ืข ื˜ืึธื’".

SELECT *
WHERE owner=?
AND modified>?

ืื™ืŸ ืกื“ืจ ืึทื– ืึทื–ืึท ืึท ืึธื ืคึฟืจืขื’ ืฆื• ื–ื™ื™ืŸ ืคึผืจืึทืกืขืกื˜ ื’ืขืฉื•ื•ื™ื ื“, ืื™ืŸ ืึท ืงืœืึทืกื™ืฉ SQL DBMS ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ื•ื™ืขืŸ ืึทืŸ ืื™ื ื“ืขืงืก ื“ื•ืจืš ืฉืคืืœื˜ืŸ (ื‘ืึทื–ื™ืฆืขืจ, ืžืึทื“ืึทืคื™ื™ื“). ืžื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ื“ืึธืก ื’ืึทื ืฅ ืœื™ื™ื›ื˜, ื•ื•ื™ื™ึทืœ ืžื™ืจ ืื™ืฆื˜ ื”ืึธื‘ืŸ ื–ื•ื™ืขืจ ื’ืขืจืึทื ื˜ื™ื–!

ื™ื ื“ืขืงืกื™ื– ืื™ืŸ C * ืื™ื™ืŸ

ืขืก ืื™ื– ืึท ืžืงื•ืจ ื˜ื™ืฉ ืžื™ื˜ ืคืึธื•ื˜ืึทื’ืจืึทืคืก ืื™ืŸ ื•ื•ืึธืก ื“ื™ ืจืขืงืึธืจื“ ืฉื™ื™ึทืŸ ืื™ื– ื“ื™ ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ.

NewSQL = NoSQL+ACID

ืคึฟืึทืจ ืึทืŸ ืื™ื ื“ืขืงืก, C * One ืงืจื™ื™ื™ืฅ ืึท ื ื™ื™ึทืข ื˜ื™ืฉ ื•ื•ืึธืก ืื™ื– ืึท ืงืึธืคึผื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื“ืขืจ ืึธืจื™ื’ื™ื ืขืœ. ื“ืขืจ ืฉืœื™ืกืœ ืื™ื– ื“ื™ ื–ืขืœื‘ืข ื•ื•ื™ ื“ืขืจ ืื™ื ื“ืขืงืก ืื•ื™ืกื“ืจื•ืง, ืื•ืŸ ืขืก ืื•ื™ืš ื›ื•ืœืœ ื“ื™ ืขืจืฉื˜ื™ืง ืฉืœื™ืกืœ ืคื•ืŸ ื“ื™ ืจืขืงืึธืจื“ ืคื•ืŸ ื“ื™ ืžืงื•ืจ ื˜ื™ืฉ:

NewSQL = NoSQL+ACID

ืื™ืฆื˜ ื“ื™ ืึธื ืคึฟืจืขื’ ืคึฟืึทืจ "ื‘ืึทื–ื™ืฆืขืจ ืคึฟืึทืจ ื“ื™ ืœืขืฆื˜ืข ื˜ืึธื’" ืงืขื ืขืŸ ื–ื™ื™ืŸ ืจื™ืจื™ื™ื˜ ื•ื•ื™ ืึท ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ ืคื•ืŸ ืืŸ ืื ื“ืขืจ ื˜ื™ืฉ:

SELECT * FROM i1_test
WHERE owner=?
AND modified>?

ื“ื™ ืงืึธื ืกื™ืกื˜ืขื ืกื™ ืคื•ืŸ ื“ื™ ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ืžืงื•ืจ ื˜ื™ืฉ ืคืึธื˜ืึธืก ืื•ืŸ ื“ื™ ืื™ื ื“ืขืงืก ื˜ื™ืฉ i1 ืื™ื– ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ืžื™ื™ื ื˜ื™ื™ื ื“ ื“ื•ืจืš ื“ื™ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ. ื‘ืึทื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ื“ืึทื˜ืŸ ืกื˜ืฉืขืžืึท ืึทืœื™ื™ืŸ, ื•ื•ืขืŸ ืึท ืขื ื“ืขืจื•ื ื’ ืื™ื– ื‘ืืงื•ืžืขืŸ, ื“ืขืจ ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ื“ื–ืฉืขื ืขืจื™ื™ืฅ ืื•ืŸ ืกื˜ืึธืจื– ืึท ืขื ื“ืขืจื•ื ื’ ื ื™ื˜ ื‘ืœื•ื™ื– ืื™ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื˜ื™ืฉ, ืึธื‘ืขืจ ืื•ื™ืš ืื™ืŸ ืงืืคื™ืขืก. ืงื™ื™ืŸ ื ืึธืš ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืื•ื™ืฃ ื“ื™ ืื™ื ื“ืขืงืก ื˜ื™ืฉ, ืœืึธื’ืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืœื™ื™ืขื ืขืŸ ืื•ืŸ ืงื™ื™ืŸ ืœืึทืงืก ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜. ืึทื– ืื™ื–, ืึทื“ื™ื ื’ ื™ื ื“ืขืงืกื™ื– ืงืึทื ืกื•ืžื– ื›ึผืžืขื˜ ืงื™ื™ืŸ ืจืขืกื•ืจืกืŸ ืื•ืŸ ื”ืื˜ ื›ืžืขื˜ ืงื™ื™ืŸ ื•ื•ื™ืจืงื•ื ื’ ืื•ื™ืฃ ื“ื™ ื’ื™ื›ืงื™ื™ึทื˜ ืคื•ืŸ ืึทืคึผืœื™ื™ื™ื ื’ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธื ืก.

ืžื™ื˜ ACID, ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ืกืงืœ-ื•ื•ื™ ื™ื ื“ืขืงืกื™ื–. ื–ื™ื™ ื–ืขื ืขืŸ ืงืึธื ืกื™ืกื˜ืขื ื˜, ืกืงืึทืœืึทื‘ืœืข, ืฉื ืขืœ, ืงืึทืžืคึผืึธื•ื–ืึทื‘ืึทืœ ืื•ืŸ ื’ืขื‘ื•ื™ื˜ ืื™ืŸ ื“ื™ CQL ืึธื ืคึฟืจืขื’ ืฉืคึผืจืึทืš. ืงื™ื™ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ ืฆื• ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืงืึธื“ ื–ืขื ืขืŸ ืคืืจืœืื ื’ื˜ ืฆื• ืฉื˜ื™ืฆืŸ ื™ื ื“ืขืงืกื™ื–. ืึทืœืฅ ืื™ื– ื•ื•ื™ ืคึผืฉื•ื˜ ื•ื•ื™ ืื™ืŸ SQL. ืื•ืŸ ืจื•ื‘ึฟ ื™ืžืคึผืึธืจื˜ืึทื ื˜ืœื™, ื™ื ื“ืขืงืกื™ื– ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืจืงืŸ ื“ื™ ื“ื•ืจื›ืคื™ืจื•ื ื’ ื’ื™ื›ืงื™ื™ึทื˜ ืคื•ืŸ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธื ืก ืฆื• ื“ืขืจ ืึธืจื™ื’ื™ื ืขืœ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื˜ื™ืฉ.

ื•ื•ืืก ืื™ื– ื’ืขืฉืขืŸ

ืžื™ืจ ื“ืขื•ื•ืขืœืึธืคึผืขื“ C * One ืžื™ื˜ ื“ืจื™ื™ ื™ืึธืจ ืฆื•ืจื™ืง ืื•ืŸ ืœืึธื ื˜ืฉื˜ ืขืก ืื™ืŸ ื’ืขืฉืขืคื˜ ืึธืคึผืขืจืึทืฆื™ืข.

ื•ื•ืึธืก ื”ืึธื‘ืŸ ืžื™ืจ ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ ื“ื™ ืกื•ืฃ? ืœืึธืžื™ืจ ืึธืคึผืฉืึทืฆืŸ ื“ืขื ืžื™ื˜ ื“ืขื ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ื“ื™ ืคืึธื˜ืึธ ืคึผืจืึทืกืขืกื™ื ื’ ืื•ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืกืึทื‘ืกื™ืกื˜ืึทื, ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ื˜ื™ื™ืคึผืก ืคื•ืŸ ื“ืึทื˜ืŸ ืื™ืŸ ืึท ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ. ืžื™ืจ ืจืขื“ืŸ ื ื™ืฉื˜ ื•ื•ืขื’ืŸ ื“ื™ ืงืขืจืคึผืขืจ ืคื•ืŸ ื“ื™ ืคืึธื˜ืึธื’ืจืึทืคื™ืข ืึทืœื™ื™ืŸ, ื ืึธืจ ื•ื•ืขื’ืŸ ืึทืœืข ืžื™ื ื™ื ืคื•ืŸ ืžืขื˜ืึท ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข. ืื™ืฆื˜ Odnoklassniki ื”ืื˜ ื•ื•ืขื’ืŸ 20 ื‘ื™ืœื™ืึธืŸ ืึทื–ืึท ืจืขืงืึธืจื“ืก, ื“ื™ ืกื™ืกื˜ืขื ืคึผืจืึทืกืขืกืึทื– 80 ื˜ื•ื™ื–ื ื˜ ืœื™ื™ืขื ืขืŸ ืจื™ืงื•ื•ืขืก ืคึผืขืจ ืกืขืงื•ื ื“ืข, ืึทืจื•ื™ืฃ ืฆื• 8 ื˜ื•ื™ื–ื ื˜ ืึทืกื™ื“ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืคึผืขืจ ืกืขืงื•ื ื“ืข ืคึฟืึทืจื‘ื•ื ื“ืŸ ืžื™ื˜ ื“ืึทื˜ืŸ ืžืึธื“ื™ืคื™ืงืึทื˜ื™ืึธืŸ.

ื•ื•ืขืŸ ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ SQL ืžื™ื˜ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืึทืงื˜ืึธืจ = 1 (ืึธื‘ืขืจ ืื™ืŸ RAID 10), ื“ื™ ืคืึธื˜ืึธ ืžืขื˜ืึท-ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืื™ื– ื’ืขื•ื•ืขืŸ ืกื˜ืึธืจื“ ืื•ื™ืฃ ืึท ื”ืขื›ืกื˜ ื‘ื ื™ืžืฆื ืงื ื•ื™ืœ ืคื•ืŸ 32 ืžืืฉื™ื ืขืŸ ืžื™ื˜ Microsoft SQL Server (ืคึผืœื•ืก 11 ื‘ืึทืงืึทืคึผืก). 10 ืกืขืจื•ื•ืขืจืก ื–ืขื ืขืŸ ืื•ื™ืš ืึทืœืึทืงื™ื™ื˜ื™ื“ ืคึฟืึทืจ ืกื˜ืึธืจื™ื ื’ ื‘ืึทืงืึทืคึผืก. ื ื’ืึทื ืฅ ืคื•ืŸ 50 ื˜ื™ื™ึทืขืจ ืงืึทืจืก. ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื“ื™ ืกื™ืกื˜ืขื ืึทืคึผืขืจื™ื™ื˜ืึทื“ ืžื™ื˜ ืจื™ื™ื˜ืึทื“ ืžืึทืกืข, ืึธืŸ ืจืขื–ืขืจื•ื•.

ื ืึธืš ืžื™ื’ืจื™ื™ื˜ื™ื ื’ ืฆื• ื“ื™ ื ื™ื™ึทืข ืกื™ืกื˜ืขื, ืžื™ืจ ื‘ืืงื•ืžืขืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคืึทืงื˜ืึธืจ = 3 - ืึท ืงืึธืคึผื™ืข ืื™ืŸ ื™ืขื“ืขืจ ื“ืึทื˜ืŸ ืฆืขื ื˜ืขืจ. ื“ื™ ืกื™ืกื˜ืขื ื‘ืืฉื˜ื™ื™ื˜ ืคื•ืŸ 63 ืงืึทืกืกืึทื ื“ืจืึท ืกื˜ืึธืจื™ื“ื–ืฉ ื ืึธื•ื“ื– ืื•ืŸ 6 ืงืึธืึธืจื“ื™ื ืึทื˜ืึธืจ ืžืืฉื™ื ืขืŸ, ืคึฟืึทืจ ืึท ื’ืึทื ืฅ ืคื•ืŸ 69 ืกืขืจื•ื•ืขืจืก. ืื‘ืขืจ ื“ื™ ืžืืฉื™ื ืขืŸ ื–ืขื ืขืŸ ืคื™ืœ ื˜ืฉื™ืคึผืขืจ, ื–ื™ื™ืขืจ ื’ืึทื ืฅ ืคึผืจื™ื™ึทื– ืื™ื– ื•ื•ืขื’ืŸ 30% ืคื•ืŸ ื“ื™ ืงืึธืก ืคื•ืŸ ืึท ืกืงืœ ืกื™ืกื˜ืขื. ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ึทื˜, ื“ื™ ืžืึทืกืข ืื™ื– ื’ืขื”ืืœื˜ืŸ ื‘ื™ื™ึท 30%.

ืžื™ื˜ ื“ื™ ื”ืงื“ืžื” ืคื•ืŸ C * One, ืœื™ื™ื˜ืึทื ืกื™ ืื•ื™ืš ื“ื™ืงืจื™ืกื˜: ืื™ืŸ SQL, ืึท ืฉืจื™ื™ึทื‘ืŸ ืึธืคึผืขืจืึทืฆื™ืข ื’ืขื ื•ืžืขืŸ ื•ื•ืขื’ืŸ 4,5 ืžื™ื–. ืื™ืŸ C * One - ื•ื•ืขื’ืŸ 1,6 ืžื™ื–. ื“ื™ ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื’ืขื“ื•ื™ืขืจ ืื™ื– ืื™ืŸ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ 40 ืžื™ื–, ื“ื™ ื™ื‘ืขืจื’ืขื‘ืŸ ืื™ื– ื’ืขืขื ื“ื™ืงื˜ ืื™ืŸ 2 ืžื™ื–, ื“ื™ ืœื™ื™ืขื ืขืŸ ืื•ืŸ ืฉืจื™ื™ึทื‘ืŸ ื’ืขื“ื•ื™ืขืจ ืื™ื– ืื™ืŸ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš 2 ืžื™ื–. 99 ืคึผืจืึธืฆืขื ื˜ื™ืœ - ื‘ืœื•ื™ื– 3-3,1 ืžื™ื–, ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ื˜ื™ื™ืžืึทื•ืฅ ืื™ื– ื“ื™ืงืจื™ืกื˜ ืžื™ื˜ 100 ืžืืœ - ืึทืœืข ืจืขื›ื˜ ืฆื• ื“ืขืจ ื•ื•ื™ื™ื“ืกืคึผืจืขื“ ื ื•ืฆืŸ ืคื•ืŸ ืกืคึผืขืงื•ืœืึทืฆื™ืข.

ืื™ืฆื˜, ืจื•ื‘ึฟ ืคื•ืŸ ื“ื™ SQL ืกืขืจื•ื•ื™ืจืขืจ ื ืึธื•ื“ื– ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื“ื™ืงืึทืžื™ืฉืึทื ื“ ื ื™ื™ึทืข ืคึผืจืึธื“ื•ืงื˜ืŸ ื–ืขื ืขืŸ ื“ืขื•ื•ืขืœืึธืคึผืขื“ ื‘ืœื•ื™ื– ืžื™ื˜ C * One. ืžื™ืจ ืฆื•ื’ืขืคืืกื˜ C * One ืฆื• ืึทืจื‘ืขื˜ืŸ ืื™ืŸ ืื•ื ื“ื–ืขืจ ื•ื•ืึธืœืงืŸ ืื™ื™ืŸ-ื•ื•ืึธืœืงืŸ, ื•ื•ืึธืก ื’ืขืžืื›ื˜ ืขืก ืžืขื’ืœืขืš ืฆื• ืคืึทืจื’ื™ื›ืขืจืŸ ื“ื™ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืคื•ืŸ ื ื™ื™ึท ืงืœืึทืกื˜ืขืจื–, ืคืึทืจืคึผืึธืฉืขื˜ืขืจืŸ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืื•ืŸ ืึธื˜ืึทืžื™ื™ื˜ ืึธืคึผืขืจืึทืฆื™ืข. ืึธืŸ ื“ื™ ืžืงื•ืจ ืงืึธื“, ื“ืึธืก ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ืคื™ืœ ืžืขืจ ืฉื•ื•ืขืจ ืื•ืŸ ืงืึทืžื‘ืขืจืกืึทื.

ืื™ืฆื˜ ืžื™ืจ ืึทืจื‘ืขื˜ืŸ ืื•ื™ืฃ ื˜ืจืึทื ืกืคืขืจื™ื ื’ ืื•ื ื“ื–ืขืจ ืื ื“ืขืจืข ืกื˜ืึธืจื™ื“ื–ืฉ ืคืึทืกื™ืœืึทื˜ื™ื– ืฆื• ื“ื™ ื•ื•ืึธืœืงืŸ - ืึธื‘ืขืจ ื“ืึธืก ืื™ื– ืึท ื’ืึธืจ ืึทื ื“ืขืจืฉ ื’ืขืฉื™ื›ื˜ืข.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’