ื•ื•ืึธืก ืงืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ ืžื™ื˜ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜? ื“ืึทื˜ืึท ื–ืึทืžืœื•ื ื’

ื•ื•ืึธืก ืงืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ ืžื™ื˜ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜? ื“ืึทื˜ืึท ื–ืึทืžืœื•ื ื’
ื”ื™ื™ึทื ื˜ ืขืก ื–ืขื ืขืŸ 100500 ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืงืึธืจืกืึทื– ืื•ืŸ ืขืก ืื™ื– ืœืึทื ื’ ืฉื•ื™ืŸ ื‘ืืงืื ื˜ ืึทื– ื“ื™ ืžืขืจืกื˜ ื’ืขืœื˜ ืื™ืŸ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืงืขื ืขืŸ ื–ื™ื™ืŸ ืขืจื ื“ ื“ื•ืจืš ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืงืึธืจืกืึทื– (ืคืืจื•ื•ืืก ื’ืจืึธื‘ืŸ ื•ื•ืขืŸ ืื™ืจ ืงืขื ืขืŸ ืคืึทืจืงื•ื™ืคืŸ ืฉืึทื•ื•ืึทืœื–?). ื“ืขืจ ื”ื•ื™ืคึผื˜ ื›ื™ืกืึธืจืŸ ืคื•ืŸ ื“ื™ ืงืึธืจืกืึทื– ืื™ื– ืึทื– ื–ื™ื™ ื”ืึธื‘ืŸ ื’ืึธืจื ื™ืฉื˜ ืฆื• ื˜ืึธืŸ ืžื™ื˜ ืคืึทืงื˜ื™ืฉ ืึทืจื‘ืขื˜: ืงื™ื™ืŸ ืื™ื™ื ืขืจ ื•ื•ืขื˜ ื’ืขื‘ืŸ ืื™ืจ ืจื™ื™ืŸ, ืคึผืจืึทืกืขืกื˜ ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ืคืืจืœืื ื’ื˜ ืคึฟืึธืจืžืึทื˜. ืื•ืŸ ื•ื•ืขืŸ ืื™ืจ ืคืึทืจืœืึธื–ืŸ ื“ืขื ืงื•ืจืก ืื•ืŸ ืึธื ื”ื™ื™ื‘ืŸ ืกืึทืœื•ื•ื™ื ื’ ืึท ืคืึทืงื˜ื™ืฉ ืคึผืจืึธื‘ืœืขื, ืคื™ืœืข ื ื•ืึทื ืกื™ื– ืึทืจื•ื™ืกืงื•ืžืขืŸ.

ื“ืขืจื™ื‘ืขืจ, ืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืึท ืกืขืจื™ืข ืคื•ืŸ โ€‹โ€‹ื”ืขืจื•ืช "ื•ื•ืึธืก ืงืขื ืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ ืžื™ื˜ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜", ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืคืึทืงื˜ื™ืฉ ื’ืขืฉืขืขื ื™ืฉืŸ ื•ื•ืึธืก ื’ืขื˜ืจืืคืŸ ืฆื• ืžื™ืจ, ืžื™ื™ืŸ ืงืึทืžืจืึทื“ื– ืื•ืŸ ื—ื‘ืจื™ื. ืžื™ืจ ื•ื•ืขืœืŸ ืึทื ืึทืœื™ื™ื– ื˜ื™ืคึผื™ืฉ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ื˜ืึทืกืงืก ืžื™ื˜ ืคืึทืงื˜ื™ืฉ ื‘ื™ื™ืฉืคื™ืœืŸ: ื•ื•ื™ ื“ืึธืก ืึทืงืฉืœื™ ื›ืึทืคึผืึทื ื–. ื–ืืœ ืก ืึธื ื”ื™ื™ื‘ืŸ ื”ื™ื™ึทื ื˜ ืžื™ื˜ ื“ื™ ื“ืึทื˜ืŸ ื–ืึทืžืœื•ื ื’ ืึทืจื‘ืขื˜.

ืื•ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื–ืึทืš ื•ื•ืึธืก ืžืขื ื˜ืฉืŸ ืฉื˜ืึธืžืคึผืขืจืŸ ื•ื•ืขืŸ ื–ื™ื™ ืึธื ื”ื™ื™ื‘ืŸ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืคืึทืงื˜ื™ืฉ ื“ืึทื˜ืŸ ืื™ื– ืึทืงืฉืœื™ ืงืึทืœืขืงื˜ื™ื ื’ ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืžืขืจืกื˜ ื‘ืึทื˜ื™ื™ึทื˜ื™ืง ืคึฟืึทืจ ืื•ื ื“ื–. ื“ืขืจ ืฉืœื™ืกืœ ืึธื ื–ืึธื’ ืคื•ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ:

ืžื™ืจ ืกื™ืกื˜ืึทืžืึทื˜ื™ืงืœื™ ืึทื ื“ืขืจืขืกื˜ืึทืžืึทื˜ ื“ื™ ืฆื™ื™ื˜, ืจืขืกื•ืจืกืŸ ืื•ืŸ ืžื™ ืคืืจืœืื ื’ื˜ ืฆื• ื–ืึทืžืœืขืŸ, ืจื™ื™ืŸ ืื•ืŸ ืฆื•ื’ืจื™ื™ื˜ืŸ ื“ืึทื˜ืŸ.

ืื•ืŸ ืจื•ื‘ึฟ ื™ืžืคึผืึธืจื˜ืึทื ื˜ืœื™, ืžื™ืจ ื•ื•ืขืœืŸ ื“ื™ืกืงื•ื˜ื™ืจืŸ ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ ืฆื• ืคืึทืจืžื™ื™ึทื“ืŸ ื“ืขื.

ืœื•ื™ื˜ ืฆื• ืคืึทืจืฉื™ื“ืŸ ืขืกื˜ืึทืžืึทืฅ, ืจื™ื™ื ื™ืงื•ื ื’, ื˜ืจืึทื ืกืคืึธืจืžืึทืฆื™ืข, ื“ืึทื˜ืŸ ืคึผืจืึทืกืขืกื™ื ื’, ืฉื˜ืจื™ืš ื™ื ื–ืฉืขื ื™ืขืจื™ืข, ืืื–"ื• ื• ื ืขืžืขืŸ 80-90% ืคื•ืŸ ื“ื™ ืฆื™ื™ื˜, ืื•ืŸ ืึทื ืึทืœื™ืกื™ืก 10-20%, ื‘ืฉืขืช ื›ึผืžืขื˜ ืึทืœืข ื‘ื™ืœื“ื•ื ื’ืงืจื™ื™ื– ืžืึทื˜ืขืจื™ืึทืœ ืคืึธื•ืงื™ืกื™ื– ืื•ื™ืกืฉืœื™ืกืœืขืš ืื•ื™ืฃ ืึทื ืึทืœื™ืกื™ืก.

ืœืึธืžื™ืจ ืึธื ืงื•ืงืŸ ืึท ืคึผืฉื•ื˜ืŸ ืึทื ืึทืœื™ื˜ื™ืฉืŸ ืคึผืจืึธื‘ืœืขื ืื™ืŸ ื“ืจื™ื™ ื•ื•ืขืจืกื™ืขืก ื•ื•ื™ ืึท ื˜ื™ืคึผื™ืฉ ื‘ื™ื™ืฉืคึผื™ืœ ืื•ืŸ ื–ืขืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ โ€œืฉื•ื•ืขืจื ื“ื™ืงืข ืื•ืžืฉื˜ืขื ื“ืŸโ€.

ืื•ืŸ ื•ื•ื™ ืึท ื‘ื™ื™ืฉืคึผื™ืœ, ื•ื•ื™ื“ืขืจ, ืžื™ืจ ื•ื•ืขืœืŸ ื‘ืึทื˜ืจืึทื›ื˜ืŸ ืขื ืœืขืš ื•ื•ืขืจื™ื™ื™ืฉืึทื ื– ืคื•ืŸ ื“ื™ ืึทืจื‘ืขื˜ ืคื•ืŸ ืงืึทืœืขืงื˜ื™ื ื’ ื“ืึทื˜ืŸ ืื•ืŸ ืงืึทืžืคึผืขืจื™ื ื’ ืงื”ื™ืœื•ืช ืคึฟืึทืจ:

  1. ืฆื•ื•ื™ื™ ืจืขื“ื“ื™ื˜ ืกื•ื‘ืจืขื“ื“ื™ืฅ
  2. ืฆื•ื•ื™ื™ ื˜ื™ื™ืœืŸ ืคื•ืŸ ื”ื‘ืจ
  3. ืฆื•ื•ื™ื™ ื’ืจื•ืคึผืขืก ืคื•ืŸ Odnoklassniki

ืงืึทื ื“ื™ืฉืึทื ืึทืœ ืฆื•ื’ืึทื ื’ ืื™ืŸ ื˜ืขืึธืจื™ืข

ืขืคึฟืขื ืขืŸ ื“ืขื ืคึผืœืึทืฅ ืื•ืŸ ืœื™ื™ืขื ืขืŸ ื“ื™ ื‘ื™ื™ืฉืคื™ืœืŸ, ืื•ื™ื‘ ืขืก ืื™ื– ืงืœืึธืจ, ืฉื˜ืขืœืŸ ืึท ื‘ื™ืกืœ ืฉืขื” ืคึฟืึทืจ ืœื™ื™ืขื ืขืŸ, ืึท ื‘ื™ืกืœ ืฉืขื” ืคึฟืึทืจ ื“ื™ ืงืึธื“ ื ื™ืฆืŸ ื“ื™ ื‘ื™ื™ืฉืคื™ืœืŸ ืื•ืŸ ื“ื™ื‘ืึทื’ื™ื ื’. ืœื™ื™ื’ ืึท ื‘ื™ืกืœ ืฉืขื” ืคึฟืึทืจ ื–ืึทืžืœื•ื ื’. ื•ื•ืึทืจืคืŸ ืึท ื‘ื™ืกืœ ืฉืขื” ืื™ืŸ ืจืขื–ืขืจื•ื• (ืžืขืจืŸ ื“ื•ืจืš ืฆื•ื•ื™ื™ ืื•ืŸ ืœื™ื™ื’ืŸ N ืฉืขื”).

ืฉืœื™ืกืœ ืคื•ื ื˜: ืฆื™ื™ื˜ ืขืกื˜ืึทืžืึทืฅ ื–ืขื ืขืŸ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืึทืกืึทืžืคึผืฉืึทื ื– ืื•ืŸ ื’ืขืกื•ื•ืขืจืง ื•ื•ืขื’ืŸ ื•ื•ื™ ืœืึทื ื’ ืขืก ื•ื•ืขื˜ ื ืขืžืขืŸ.

ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ื“ื™ ืฆื™ื™ื˜ ืึทื ืึทืœื™ืกื™ืก ื“ื•ืจืš ืึธืคึผืฉืึทืฆืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืคึผืึทืจืึทืžืขื˜ืขืจืก ืคึฟืึทืจ ื“ื™ ืงืึทื ื“ื™ืฉืึทื ืึทืœ ืคึผืจืึธื‘ืœืขื ื“ื™ืกืงืจื™ื™ื‘ื“ ืื•ื™ื‘ืŸ:

  • ื•ื•ืึธืก ืื™ื– ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ื“ื™ ื“ืึทื˜ืŸ ืื•ืŸ ื•ื•ื™ ืคื™ืœ ืคื•ืŸ ื–ื™ื™ ื“ืึทืจืฃ ื–ื™ื™ืŸ ื’ืขื–ืืžืœื˜ ืคื™ื–ื™ืงืœื™ (*ื–ืขืŸ ื•ื•ื™ื™ื˜ืขืจ*).
  • ื•ื•ืึธืก ืื™ื– ื“ื™ ื–ืึทืžืœื•ื ื’ ืฆื™ื™ื˜ ืคึฟืึทืจ ืื™ื™ืŸ ืจืขืงืึธืจื“ ืื•ืŸ ื•ื•ื™ ืœืึทื ื’ ื˜ืึธืŸ ืื™ืจ ื•ื•ืึทืจื˜ืŸ ื‘ื™ื– ืื™ืจ ืงืขื ืขืŸ ืงืœื™ื™ึทื‘ืŸ ื“ื™ ืจื’ืข?
  • ื‘ืึทื˜ืจืึทื›ื˜ืŸ ืฉืจื™ื™ื‘ืŸ ืงืึธื“ ื•ื•ืึธืก ืกืึทื•ื•ืขืก ื“ื™ ืฉื˜ืึทื˜ ืื•ืŸ ืกื˜ืึทืจืฅ ืึท ืจื™ืกื˜ืึทืจื˜ ื•ื•ืขืŸ (ื ื™ืฉื˜ ืื•ื™ื‘) ืึทืœืฅ ืคื™ื™ืœื–.
  • ืจืขื›ืขื ืขืŸ ืฆื™ ืžื™ืจ ื“ืึทืจืคึฟืŸ ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ืื•ืŸ ืฉื˜ืขืœืŸ ื“ื™ ืฆื™ื™ื˜ ืคึฟืึทืจ ืึทืงืกืขืก ื“ื•ืจืš ื“ื™ API.
  • ื‘ืึทืฉื˜ืขื˜ื™ืง ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืขืจืจืึธืจืก ื•ื•ื™ ืึท ืคื•ื ืงืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ืึทื˜ืŸ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ - ืึธืคึผืฉืึทืฆืŸ ืคึฟืึทืจ ืึท ืกืคึผืขืฆื™ืคื™ืฉ ืึทืจื‘ืขื˜: ืกื˜ืจื•ืงื˜ื•ืจ, ื•ื•ื™ ืคื™ืœืข ื˜ืจืึทื ืกืคืึธืจืžืึทืฆื™ืข, ื•ื•ืึธืก ืื•ืŸ ื•ื•ื™ ืฆื• ืขืงืกื˜ืจืึทืงื˜.
  • ืคืึทืจืจื™ื›ื˜ืŸ ื ืขืฅ ืขืจืจืึธืจืก ืื•ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ื ื™ื˜-ื ืึธืจืžืึทืœ ืคึผืจื•ื™ืขืงื˜ ื ืึทื˜ื•ืจ.
  • ืึทืกืกืขืกืก ืื•ื™ื‘ ื“ื™ ืคืืจืœืื ื’ื˜ ืคืึทื ื’ืงืฉืึทื ื– ื–ืขื ืขืŸ ืื™ืŸ ื“ื™ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ ืื•ืŸ ืื•ื™ื‘ ื ื™ืฉื˜, ื•ื•ื™ ืื•ืŸ ื•ื•ื™ ืคื™ืœ ืื™ื– ื“ืืจืฃ ืคึฟืึทืจ ืึท ื•ื•ืึธืจืงืึทืจืึธื•ื ื“.

ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ื–ืึทืš ืื™ื– ืึทื– ืฆื• ืึธืคึผืฉืึทืฆืŸ ืฆื™ื™ื˜ - ืื™ืจ ื˜ืึทืงืข ื“ืึทืจืคึฟืŸ ืฆื• ืคืึทืจื‘ืจืขื ื’ืขืŸ ืฆื™ื™ื˜ ืื•ืŸ ืžื™ ืื•ื™ืฃ "ืจืขืงืึทื’ื ืึทื–ื™ื™ืฉืึทืŸ ืื™ืŸ ืงืจืึทืคื˜" - ื ืึธืจ ื“ืขืžืึธืœื˜ ื•ื•ืขื˜ ื“ื™ื™ืŸ ืคึผืœืึทื ื™ืจื•ื ื’ ื–ื™ื™ืŸ ื˜ื•ื™ื’ืŸ. ื“ืขืจื™ื‘ืขืจ, ืงื™ื™ืŸ ืขื ื™ืŸ ื•ื•ื™ ืคื™ืœ ืื™ืจ ื–ืขื ื˜ ืคึผื•ืฉื˜ ืฆื• ื–ืึธื’ืŸ "ื•ื•ื™ ืœืึทื ื’ ืขืก ื ืขืžื˜ ืฆื• ื–ืึทืžืœืขืŸ ื“ืึทื˜ืŸ" - ืงื•ื™ืคืŸ ื–ื™ืš ืขื˜ืœืขื›ืข ืžืึธืœ ืคึฟืึทืจ ืึท ืคึผืจื™ืœื™ืžืึทื ืขืจื™ ืึทื ืึทืœื™ืกื™ืก ืื•ืŸ ื˜ืขื ื”ืŸ ื•ื•ื™ ืคื™ืœ ื“ื™ ืฆื™ื™ื˜ ื•ื•ืขื˜ ื‘ื™ื™ึทื˜ืŸ ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื“ื™ ืคืึทืงื˜ื™ืฉ ืคึผืึทืจืึทืžืขื˜ืขืจืก ืคื•ืŸ ื“ืขื ืคึผืจืึธื‘ืœืขื.

ืื•ืŸ ืื™ืฆื˜ ืžื™ืจ ื•ื•ืขืœืŸ ื‘ืึทื•ื•ื™ื™ึทื–ืŸ ืกืคึผืขืฆื™ืคื™ืฉ ื‘ื™ื™ืฉืคื™ืœืŸ ื•ื•ื• ืึทื–ืึท ืคึผืึทืจืึทืžืขื˜ืขืจืก ื•ื•ืขื˜ ื˜ื•ื™ืฉืŸ.

ืฉืœื™ืกืœ ืคื•ื ื˜: ื“ื™ ืึธืคึผืฉืึทืฆื•ื ื’ ืื™ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืึทืŸ ืึทื ืึทืœื™ืกื™ืก ืคื•ืŸ ืฉืœื™ืกืœ ืกื™ื‘ื•ืช ื™ื ืคืœื•ืึทื ืกื™ื ื’ ื“ื™ ืคืึทืจื ืขื ืื•ืŸ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ื“ื™ ืึทืจื‘ืขื˜.

ื˜ืจืขืคืŸ-ื‘ืื–ื™ืจื˜ ืึธืคึผืฉืึทืฆื•ื ื’ ืื™ื– ืึท ื’ื•ื˜ ืฆื•ื’ืึทื ื’ ื•ื•ืขืŸ ื“ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœ ืขืœืขืžืขื ื˜ืŸ ื–ืขื ืขืŸ ืงืœื™ื™ืŸ ื’ืขื ื•ื’ ืื•ืŸ ืขืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคื™ืœืข ืกื™ื‘ื•ืช ื•ื•ืึธืก ืงืขื ืขืŸ ื‘ืื˜ื™ื™ื˜ื™ืง ื”ืฉืคึผืขื” ื“ื™ ืคึผืœืึทืŸ ืคื•ืŸ ื“ืขื ืคึผืจืึธื‘ืœืขื. ืึธื‘ืขืจ ืื™ืŸ ื“ื™ ืคืึทืœ ืคื•ืŸ ืึท ื ื•ืžืขืจ ืคื•ืŸ ื“ืึทื˜ืŸ ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืคึผืจืึธื‘ืœืขืžืก, ืึทื–ืึท ืกื™ื‘ื•ืช ื•ื•ืขืจืŸ ื’ืึธืจ ืกืš ืื•ืŸ ืึทื–ืึท ืึท ืฆื•ื’ืึทื ื’ ื•ื•ืขืจื˜ ื™ื ืึทื“ืึทืงื•ื•ืึทื˜.

ืคืึทืจื’ืœื™ื™ึทืš ืคื•ืŸ Reddit ืงื”ื™ืœื•ืช

ืœืึธืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืžื™ื˜ ื“ื™ ืกื™ืžืคึผืœืึทืกื˜ ืคืึทืœ (ื•ื•ื™ ืขืก ื˜ื•ืจื ืก ืื•ื™ืก ืฉืคึผืขื˜ืขืจ). ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ืฆื• ื–ื™ื™ืŸ ื’ืึธืจ ืขืจืœืขืš, ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื›ึผืžืขื˜ ื™ื“ืขืึทืœ ืคืึทืœ, ืœืึธืžื™ืจ ื˜ืฉืขืง ืื•ื ื“ื–ืขืจ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ื˜ืฉืขืงืœื™ืกื˜:

  • ืขืก ืื™ื– ืึท ืฆื™ื›ื˜ื™ืง, ืงืœืึธืจ ืื•ืŸ ื“ืึทืงื™ื•ืžืขื ื˜ืึทื“ ืึทืคึผื™.
  • ื“ืึธืก ืื™ื– ื’ืึธืจ ืคึผืฉื•ื˜ ืื•ืŸ ืจื•ื‘ึฟ ื™ืžืคึผืึธืจื˜ืึทื ื˜ืœื™, ืึท ืกื™ืžืขืŸ ืื™ื– ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื‘ืืงื•ืžืขืŸ.
  • ืขืก ื™ื– ืคืึทืจืึทืŸ ืคึผื™ื˜ื”ืึธืŸ ืจืึทืคึผืขืจ - ืžื™ื˜ ืคื™ืœืข ื‘ื™ื™ืฉืคื™ืœืŸ.
  • ื ืงื”ืœ ื•ื•ืึธืก ืึทื ืึทืœื™ื–ื™ืจื˜ ืื•ืŸ ืงืึทืœืขืงืฅ ื“ืึทื˜ืŸ ืื•ื™ืฃ ืจืขื“ื“ื™ื˜ (ืืคื™ืœื• ืฆื• ื™ืึธื•ื˜ื•ื‘ืข ื•ื•ื™ื“ื™ืืก ื•ื•ืึธืก ื“ืขืจืงืœืขืจืŸ ื•ื•ื™ ืฆื• ื ื•ืฆืŸ ืคึผื™ื˜ื”ืึธืŸ ืจืึทืคึผืขืจ) ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ.
  • ื“ื™ ืžืขื˜ื”ืึธื“ืก ื•ื•ืึธืก ืžื™ืจ ื“ืึทืจืคึฟืŸ ืจื•ื‘ึฟ ืžืกืชึผืžื ืขืงืกื™ืกื˜ื™ืจืŸ ืื™ืŸ ื“ื™ API. ื“ืขืจืฆื•, ื“ืขืจ ืงืึธื“ ืงื•ืงื˜ ืกืึธืœื™ื“ ืื•ืŸ ืจื™ื™ืŸ, ืื•ื ื˜ืŸ ืื™ื– ืึท ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ืึท ืคื•ื ืงืฆื™ืข ื•ื•ืึธืก ืงืึทืœืขืงืฅ ื‘ืึทืžืขืจืงื•ื ื’ืขืŸ ืื•ื™ืฃ ืึท ืคึผืึธืกื˜ืŸ.

def get_comments(submission_id):
    reddit = Reddit(check_for_updates=False, user_agent=AGENT)
    submission = reddit.submission(id=submission_id)
    more_comments = submission.comments.replace_more()
    if more_comments:
        skipped_comments = sum(x.count for x in more_comments)
        logger.debug('Skipped %d MoreComments (%d comments)',
                     len(more_comments), skipped_comments)
    return submission.comments.list()

ื’ืขื ื•ืžืขืŸ ืคื•ืŸ ื“ืขื ืึท ืกืขืœืขืงืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื‘ืึทืงื•ื•ืขื ื™ื•ื˜ื™ืœืึทื˜ื™ื– ืคึฟืึทืจ ืจืึทืคึผื™ื ื’.

ื˜ืจืึธืฅ ื“ืขืจ ืคืึทืงื˜ ืึทื– ื“ืึธืก ืื™ื– ื“ืขืจ ื‘ืขืกื˜ืขืจ ืคืึทืœ, ืขืก ืื™ื– ื ืึธืš ื•ื•ืขืจื˜ ืฆื• ื ืขืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ืึท ื ื•ืžืขืจ ืคื•ืŸ ื•ื•ื™ื›ื˜ื™ืง ืกื™ื‘ื•ืช ืคื•ืŸ ืคืึทืงื˜ื™ืฉ ืœืขื‘ืŸ:

  • API ืœื™ืžืึทืฅ - ืžื™ืจ ื–ืขื ืขืŸ ื’ืขืฆื•ื•ื•ื ื’ืขืŸ ืฆื• ื ืขืžืขืŸ ื“ืึทื˜ืŸ ืื™ืŸ ื‘ืึทื˜ืฉืึทื– (ืฉืœืึธืคืŸ ืฆื•ื•ื™ืฉืŸ ืจื™ืงื•ื•ืขืก, ืืื–"ื• ื•).
  • ื–ืึทืžืœื•ื ื’ ืฆื™ื™ื˜ - ืคึฟืึทืจ ืึท ื’ืึทื ืฅ ืึทื ืึทืœื™ืกื™ืก ืื•ืŸ ืคืึทืจื’ืœื™ื™ึทืš, ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืฆื• ืฉื˜ืขืœืŸ ืึท ื‘ืึทื˜ื™ื™ื˜ื™ืง ืฆื™ื™ื˜ ื‘ืœื•ื™ื– ืคึฟืึทืจ ื“ื™ ืฉืคึผื™ืŸ ืฆื• ื’ื™ื™ืŸ ื“ื•ืจืš ื“ื™ ืกื•ื‘ืจืขื“ื“ื™ื˜.
  • ื“ืขืจ ื‘ืึธื˜ ืžื•ื–ืŸ ืœื•ื™ืคืŸ ืื•ื™ืฃ ืึท ืกืขืจื•ื•ืขืจ - ืื™ืจ ืงืขื ืขืŸ ื ื™ื˜ ื ืึธืจ ืœื•ื™ืคืŸ ืขืก ืื•ื™ืฃ ื“ื™ื™ืŸ ืœืึทืคึผื˜ืึทืคึผ, ืฉื˜ืขืœืŸ ืขืก ืื™ืŸ ื“ื™ื™ืŸ ื‘ืึทืงืคึผืึทืง ืื•ืŸ ื’ื™ื™ืŸ ืฆื• ื“ื™ื™ืŸ ื’ืขืฉืขืคื˜. ืึทื–ื•ื™ ืื™ืš ื’ืขืœืืคืŸ ืึทืœืฅ ืื•ื™ืฃ ืึท ื•ื•ืคึผืก. ื ื™ืฆืŸ ื“ื™ ืคึผืขืจืžืึธื•ืฉืึทื ืึทืœ ืงืึธื“ habrahabr10 ืื™ืจ ืงืขื ืขืŸ ืฉืคึผืึธืจืŸ ื ืึธืš 10% ืคื•ืŸ ื“ื™ ืคึผืจื™ื™ึทื–.
  • ื“ื™ ื’ืฉืžื™ื•ืช ื™ื ืึทืงืกืขืกืึทื‘ื™ืœื™ื˜ื™ ืคื•ืŸ ืขื˜ืœืขื›ืข ื“ืึทื˜ืŸ (ื–ื™ื™ ื–ืขื ืขืŸ ืงืขื ื˜ื™ืง ืคึฟืึทืจ ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก ืึธื“ืขืจ ื–ืขื ืขืŸ ืฆื• ืฉื•ื•ืขืจ ืฆื• ื–ืึทืžืœืขืŸ) - ื“ืึธืก ืžื•ื–ืŸ ื–ื™ื™ืŸ ื’ืขื ื•ืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ืื™ืŸ ืคึผืจื™ื ืฆื™ืคึผ, ื ื™ื˜ ืึทืœืข ื“ืึทื˜ืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืืžืœื˜ ืื™ืŸ ืึท ื’ืขื ื•ื’ ืฆื™ื™ื˜.
  • ื ืขืฅ ืขืจืจืึธืจืก: ื ืขื˜ื•ื•ืึธืจืงื™ื ื’ ืื™ื– ืึท ื•ื•ื™ื™ื˜ื™ืง.
  • ื“ืึธืก ืื™ื– ืœืขื‘ืขื“ื™ืง ืคืึทืงื˜ื™ืฉ ื“ืึทื˜ืŸ - ืขืก ืื™ื– ืงื™ื™ื ืžืึธืœ ืจื™ื™ืŸ.

ืคื•ืŸ ืงื•ืจืก, ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืึทืจื™ื™ึทื ื ืขืžืขืŸ ื“ื™ ื ื•ืึทื ืกื™ื– ืื™ืŸ ื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’. ืกืคึผืขืฆื™ืคื™ืฉ ืฉืขื” / ื˜ืขื’ ืึธืคืขื ื’ืขืŸ ืื•ื™ืฃ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื“ืขืจืคืึทืจื•ื ื’ ืึธื“ืขืจ ื“ืขืจืคืึทืจื•ื ื’ ืืจื‘ืขื˜ืŸ ืื•ื™ืฃ ืขื ืœืขืš ื˜ืึทืกืงืก, ืึธื‘ืขืจ, ืžื™ืจ ื–ืขืŸ ืึทื– ื“ืึธ ื“ื™ ืึทืจื‘ืขื˜ ืื™ื– ืจื™ื™ืŸ ื™ื ื–ืฉืขื ื™ืขืจื™ืข ืื•ืŸ ื˜ื•ื˜ ื ื™ืฉื˜ ื“ืึทืจืคืŸ ื ืึธืš ื’ื•ืฃ ืžื•ื•ื•ืžืึทื ืฅ ืฆื• ืกืึธืœื•ื•ืข - ืึทืœืฅ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ื’ืขื–ื•ื ื˜ ืึทืกืกืขืกืกืขื“, ืกืงืขื“ื–ืฉื•ืœื“ ืื•ืŸ ื’ืขื˜ืืŸ.

ืคืึทืจื’ืœื™ื™ึทืš ืคื•ืŸ ื”ืื‘ืจ ืกืขืงืฉืึทื ื–

ืœืึธืžื™ืจ ืื™ื‘ืขืจื’ื™ื™ืŸ ืฆื• ืึท ืžืขืจ ื˜ืฉื™ืงืึทื•ื•ืข ืื•ืŸ ื ื™ื˜-ื ื™ื˜ื•ื•ื™ืึทืœ ืคืึทืœ ืคื•ืŸ ืคืึทืจื’ืœื™ื™ื›ืŸ ืคึฟืขื“ืขื ืื•ืŸ/ืึธื“ืขืจ ืกืขืงืฉืึทื ื– ืคื•ืŸ ื”ื‘ืจ.

ืœืึธืžื™ืจ ื˜ืฉืขืง ืื•ื ื“ื–ืขืจ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ื˜ืฉืขืงืœื™ืกื˜ - ื“ืึธ, ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื™ืขื“ืขืจ ืคื•ื ื˜, ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืฆื• ื’ืจืึธื‘ืŸ ืึท ื‘ื™ืกืœ ืื™ืŸ ื“ื™ ืึทืจื‘ืขื˜ ื–ื™ืš ืื•ืŸ ืขืงืกืคึผืขืจื™ืžืขื ื˜.

  • ืื™ืŸ ืขืจืฉื˜ืขืจ ืื™ืจ ื˜ืจืึทื›ื˜ืŸ ืขืก ืื™ื– ืึทืŸ ืึทืคึผื™, ืึธื‘ืขืจ ืขืก ืื™ื– ื ื™ืฉื˜. ื™ืึธ, ื™ืึธ, Habr ื”ืื˜ ืึทืŸ ืึทืคึผื™, ืึธื‘ืขืจ ืขืก ืื™ื– ื ืึธืจ ื ื™ื˜ ืฆื•ื˜ืจื™ื˜ืœืขืš ืคึฟืึทืจ ื™ื•ื–ืขืจื– (ืึธื“ืขืจ ื˜ืึธืžืขืจ ืขืก ืงืขืŸ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ).
  • ื“ืขืจื ืึธืš ืื™ืจ ื ืึธืจ ืึธื ื”ื™ื™ื‘ืŸ ืคึผืึทืจืกื™ื ื’ HTML - "ืึทืจื™ื™ึทื ืคื™ืจ ืจื™ืงื•ื•ืขืก", ื•ื•ืึธืก ืงืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ?
  • ื•ื•ื™ ืฆื• ืคึผืึทืจืกืขืŸ ืกื™ื™ึท ื•ื•ื™ ืกื™ื™ึท? ื“ื™ ืกื™ืžืคึผืœืึทืกื˜ ืื•ืŸ ืžืขืจืกื˜ ืึธืคื˜ ื’ืขื ื™ืฆื˜ ืฆื•ื’ืึทื ื’ ืื™ื– ืฆื• ื™ื˜ืขืจื™ื™ื˜ื™ื ื’ ืื™ื‘ืขืจ IDs, ื˜ืึธืŸ ืึทื– ืขืก ืื™ื– ื ื™ืฉื˜ ื“ื™ ืžืขืจืกื˜ ืขืคืขืงื˜ื™ื•ื• ืื•ืŸ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืฆื• ื”ืึทื ื“ืœืขืŸ ืžื™ื˜ ืคืึทืจืฉื™ื“ืขื ืข ืงืึทืกืขืก - ื“ืึธ ืื™ื– ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ื“ื™ ื’ืขื“ื™ื›ื˜ืงื™ื™ึทื˜ ืคื•ืŸ ืคืึทืงื˜ื™ืฉ IDs ืฆื•ื•ื™ืฉืŸ ืึทืœืข ื™ื’ื–ื™ืกื˜ื™ื ื’ ืึธื ืขืก.

    ื•ื•ืึธืก ืงืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ ืžื™ื˜ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜? ื“ืึทื˜ืึท ื–ืึทืžืœื•ื ื’
    ื’ืขื ื•ืžืขืŸ ืคื•ืŸ ื“ืขื ืืจื˜ื™ืงืœืขืŸ.

  • ืจื•ื™ ื“ืึทื˜ืŸ ืืœื ื’ืขื•ื•ื™ืงืœื˜ ืื™ืŸ HTML ืื•ื™ืฃ ืฉืคึผื™ืฅ ืคื•ืŸ ื“ื™ ื•ื•ืขื‘ ืื™ื– ืึท ื•ื•ื™ื™ื˜ื™ืง. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ื–ืึทืžืœืขืŸ ืื•ืŸ ืจืึทื˜ืขื•ื•ืขืŸ ื“ื™ ืจืึทื ื’ ืคื•ืŸ ืึทืŸ ืึทืจื˜ื™ืงืœ: ืื™ืจ ื˜ืึธืจืŸ ื“ื™ ื›ืขื–ืฉื‘ืŸ ืคื•ืŸ ื“ื™ HTML ืื•ืŸ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ืจืึทื˜ืขื•ื•ืขืŸ ืขืก ื•ื•ื™ ืึท ื ื•ืžืขืจ ืคึฟืึทืจ ื•ื•ื™ื™ึทื˜ืขืจ ืคึผืจืึทืกืขืกื™ื ื’: 

    1) int(score) ื•ื•ืืจืคื˜ ืขืจ ืึท ื˜ืขื•ืช: ื–ื™ื ื˜ ืื•ื™ืฃ Habrรฉ ืขืก ืื™ื– ืึท ืžื™ื ื•ืก, ื•ื•ื™, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืŸ ื“ื™ ืฉื•ืจื” "โ€“5" - ื“ืึธืก ืื™ื– ืึท en dash, ื ื™ืฉื˜ ืึท ืžื™ื ื•ืก ืฆื™ื™ื›ืŸ (ืื•ืžื’ืขืจื™ื›ื˜, ืจืขื›ื˜?), ืึทื–ื•ื™ ืื™ืŸ ืขื˜ืœืขื›ืข ืคื•ื ื˜ ืื™ืš ื’ืขื”ืื˜ ืฆื• ื›ืึทืคึผืŸ ื“ืขื ืคึผืึทืจืกืขืจ ืฆื• ืœืขื‘ืŸ ืžื™ื˜ ืึทื–ืึท ืึท ืฉืจืขืงืœืขืš ืคืึทืจืจื™ื›ื˜ืŸ.

    try:
          score_txt = post.find(class_="score").text.replace(u"โ€“","-").replace(u"+","+")
          score = int(score_txt)
          if check_date(date):
            post_score += score
    

    ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืงื™ื™ืŸ ื“ืึทื˜ืข, ืคึผืœื•ืกืขืก ืื•ืŸ ืžื™ื ื•ืกืขืก ื‘ื™ื™ึท ืึทืœืข (ื•ื•ื™ ืžื™ืจ ื–ืขืŸ ืื•ื™ื‘ืŸ ืื™ืŸ ื“ื™ ื˜ืฉืขืง_ื“ืึทื˜ืข ืคึฟื•ื ืงืฆื™ืข, ื“ืึธืก ื’ืขื˜ืจืืคืŸ).

    2) ื•ื ืกืงืึทืคึผืขืขื“ ืกืคึผืขืฆื™ืขืœืข ืื•ืชื™ื•ืช - ื–ื™ื™ ื•ื•ืขืœืŸ ืงื•ืžืขืŸ, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜.

    3) ื“ื™ ืกื˜ืจื•ืงื˜ื•ืจ ืขื ื“ืขืจื•ื ื’ืขืŸ ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื“ื™ ื˜ื™ืคึผ ืคื•ืŸ ืคึผืึธืกื˜ืŸ.

    4) ืึทืœื˜ืข ืึทืจื˜ื™ืงืœืขืŸ ืงืขืŸ ื”ืึธื‘ืŸ ืึท ** ืžืึธื“ื ืข ืกื˜ืจื•ืงื˜ื•ืจ**.

  • ื™ืกืขื ืฉืึทืœื™, ื˜ืขื•ืช ื”ืึทื ื“ืœื™ื ื’ ืื•ืŸ ื•ื•ืึธืก ืงืขืŸ ืึธื“ืขืจ ืงืขืŸ ื ื™ืฉื˜ ืคึผืึทืกื™ืจืŸ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื›ืึทื ื“ืึทืœื“ ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ืคืึธืจื•ื™ืกื–ืึธื’ืŸ ืคึฟืึทืจ ื–ื™ื›ืขืจ ื•ื•ืึธืก ื•ื•ืขื˜ ื’ื™ื™ืŸ ืคืึทืœืฉ ืื•ืŸ ื•ื•ื™ ืึทื ื“ืขืจืฉ ื“ื™ ืกื˜ืจื•ืงื˜ื•ืจ ืงืขืŸ ื–ื™ื™ืŸ ืื•ืŸ ื•ื•ืึธืก ื•ื•ืขื˜ ืคืึทืœืŸ ืึทื•ื•ืขืง ื•ื•ื• - ืื™ืจ ื•ื•ืขื˜ ื ืึธืจ ื”ืึธื‘ืŸ ืฆื• ืคึผืจื•ื‘ื™ืจืŸ ืื•ืŸ ื ืขืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ื“ื™ ืขืจืจืึธืจืก ืึทื– ื“ืขืจ ืคึผืึทืจืกืขืจ ื•ื•ืืจืคื˜ ืขืจ.
  • ื“ืขืจื ืึธืš ืื™ืจ ืคืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคึผืึทืจืกื™ืจืŸ ืื™ืŸ ืขื˜ืœืขื›ืข ืคึฟืขื“ืขื, ืึทื ื“ืขืจืฉ ืคึผืึทืจืกื™ื ื’ ืื™ืŸ ืื™ื™ืŸ ื•ื•ืขื˜ ื ืขืžืขืŸ 30+ ืฉืขื” (ื“ืึธืก ืื™ื– ืจื™ื™ืŸ ื“ื™ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืฆื™ื™ื˜ ืคื•ืŸ ืึท ืฉื•ื™ืŸ ืืจื‘ืขื˜ืŸ ืื™ื™ืŸ-ืคืึธื“ืขื ืคึผืึทืจืกืขืจ, ื•ื•ืึธืก ืฉืœืึธืคื˜ ืื•ืŸ ื˜ื•ื˜ ื ื™ืฉื˜ ืคืึทืœืŸ ืื•ื ื˜ืขืจ ืงื™ื™ืŸ ืคืึทืจื‘ืึธื˜). ืื™ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ, ื“ืึธืก ื’ืขืคื™ืจื˜ ืื™ืŸ ืขื˜ืœืขื›ืข ืคื•ื ื˜ ืฆื• ืึท ืขื ืœืขืš ืกื›ืขืžืข:

ื•ื•ืึธืก ืงืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ ืžื™ื˜ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜? ื“ืึทื˜ืึท ื–ืึทืžืœื•ื ื’

ื’ืึทื ืฅ ื˜ืฉืขืงืœื™ืกื˜ ืœื•ื™ื˜ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™:

  • ืืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ื™ ื ืขืฅ ืื•ืŸ HTML ืคึผืึทืจืกื™ื ื’ ืžื™ื˜ ื™ื˜ืขืจืึทื˜ื™ืึธืŸ ืื•ืŸ ื–ื•ื›ืŸ ื“ื•ืจืš ืฉื™ื™ึทืŸ.
  • ื“ืืงื•ืžืขื ื˜ืŸ ืคื•ืŸ ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืกื˜ืจื•ืงื˜ื•ืจ.
  • ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืขืจื˜ืขืจ ื•ื•ื• ื“ื™ ืงืึธื“ ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ืคืึทืœืŸ.
  • ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืฉืจื™ื™ึทื‘ืŸ || ืงืึธื“.
  • ื“ื™ ื ื•ื™ื˜ื™ืง ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ, ืงืึธื“ ื‘ื™ื™ืฉืคื™ืœืŸ ืื•ืŸ / ืึธื“ืขืจ ืงื”ืœ ื–ืขื ืขืŸ ืคืขืœื ื“ื™ืง.

ื“ื™ ืขืกื˜ื™ืžืึทื˜ืขื“ ืฆื™ื™ื˜ ืคึฟืึทืจ ื“ืขื ืึทืจื‘ืขื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ 3-5 ืžืืœ ื”ืขื›ืขืจ ื•ื•ื™ ืคึฟืึทืจ ืงืึทืœืขืงื˜ื™ื ื’ ื“ืึทื˜ืŸ ืคึฟื•ืŸ Reddit.

ืคืึทืจื’ืœื™ื™ึทืš ืคื•ืŸ Odnoklassniki ื’ืจื•ืคึผืขืก

ื–ืืœ ืก ืžืึทืš ืื•ื™ืฃ ืฆื• ื“ื™ ืžืขืจืกื˜ ื˜ืขืงื ื™ืงืœื™ ื˜ืฉื™ืงืึทื•ื•ืข ืคืึทืœ ื“ื™ืกืงืจื™ื™ื‘ื“. ืคึฟืึทืจ ืžื™ืจ, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื˜ืฉื™ืงืึทื•ื•ืข ื“ื•ื•ืงื ื•ื•ื™ื™ึทืœ ื‘ื™ื™ึท ืขืจืฉื˜ืขืจ ื‘ืœื™ืง, ืขืก ืงื•ืงื˜ ื’ืึทื ืฅ ื ื™ืฉื˜ื™ืง, ืึธื‘ืขืจ ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืงืขืจ ืื•ื™ืก ืฆื• ื–ื™ื™ืŸ ืึทื–ื•ื™ ืื™ืŸ ืึทืœืข - ื•ื•ื™ ื‘ืึทืœื“ ื•ื•ื™ ืื™ืจ ืฉื˜ื•ืคึผืŸ ืึท ืฉื˜ืขืงืŸ.

ืœืึธืžื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืžื™ื˜ ืื•ื ื“ื–ืขืจ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ ื˜ืฉืขืงืœื™ืกื˜ ืื•ืŸ ื˜ืึธืŸ ืึทื– ืคื™ืœืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื–ื™ื™ ื•ื•ืขืœืŸ ื–ื™ื™ืŸ ืคื™ืœ ืžืขืจ ืฉื•ื•ืขืจ ื•ื•ื™ ื–ื™ื™ ืงื•ืงืŸ ืื™ืŸ ืขืจืฉื˜ืขืจ:

  • ืขืก ืื™ื– ืึทืŸ ืึทืคึผื™, ืึธื‘ืขืจ ืขืก ื›ึผืžืขื˜ ื’ืึธืจ ืœืึทืงืก ื“ื™ ื ื™ื™ื˜ื™ืง ืคืึทื ื’ืงืฉืึทื ื–.
  • ืฆื• ื–ื™ื›ืขืจ ืคืึทื ื’ืงืฉืึทื ื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ืขื˜ืŸ ืึทืงืกืขืก ื“ื•ืจืš ืคึผืึธืกื˜, ื“ืึธืก ืื™ื–, ื“ื™ ื’ืจืึทื ื˜ื™ื ื’ ืคื•ืŸ ืึทืงืกืขืก ืื™ื– ื ื™ืฉื˜ ื˜ื™ื™ืงืขืฃ.
  • ืขืก ืื™ื– ืฉืจืขืงืœืขืš ื“ืึทืงื™ื•ืžืขื ื˜ืึทื“ (ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ืžื™ื˜, ืจื•ืกื™ืฉ ืื•ืŸ ืขื ื’ืœื™ืฉ ื•ื•ืขืจื˜ืขืจ ื–ืขื ืขืŸ ื’ืขืžื™ืฉื˜ ืื•ืžืขื˜ื•ื, ืื•ืŸ ื’ืึธืจ ืกืชื™ืจื” - ืžืืœ ืื™ืจ ื ืึธืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืจืขืคืŸ ื•ื•ืึธืก ื–ื™ื™ ื•ื•ื™ืœืŸ ืคื•ืŸ ืื™ืจ ืขืจื’ืขืฅ) ืื•ืŸ, ื“ืขืจืฆื•, ื“ื™ ืคึผืœืึทืŸ ืื™ื– ื ื™ืฉื˜ ืคึผืึทืกื™ืง ืคึฟืึทืจ ืงืจื™ื’ืŸ ื“ืึทื˜ืŸ, ืœืžืฉืœ , ื“ื™ ืคึฟื•ื ืงืฆื™ืข ื•ื•ืึธืก ืžื™ืจ ื“ืึทืจืคึฟืŸ.
  • ืจื™ืงื•ื•ื™ื™ืจื– ืึท ืกืขืกื™ืข ืื™ืŸ ื“ื™ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ, ืึธื‘ืขืจ ื˜ื•ื˜ ื ื™ืฉื˜ ืึทืงืฉืœื™ ื ื•ืฆืŸ ืขืก - ืื•ืŸ ืขืก ืื™ื– ืงื™ื™ืŸ ื•ื•ืขื’ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทืœืข ื“ื™ ื™ื ื˜ืจืึทืงืึทืกื™ื– ืคื•ืŸ ื“ื™ API ืžืึธื“ืขืก ืื ื“ืขืจืข ื•ื•ื™ ืคึผืึธืงื™ื ื’ ืึทืจื•ื ืื•ืŸ ื›ืึธื•ืคึผื™ื ื’ ืขืคึผืขืก ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ.
  • ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืื•ืŸ ืงื™ื™ืŸ ืงื”ืœ ื“ื™ ื‘ืœื•ื™ื– ืคื•ื ื˜ ืคื•ืŸ ืฉื˜ื™ืฆืŸ ืื™ืŸ ืงืึทืœืขืงื˜ื™ื ื’ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืื™ื– ืึท ืงืœื™ื™ืŸ ืจืึทืคึผืขืจ ืื™ืŸ ืคึผื™ื˜ื”ืึธืŸ (ืึธืŸ ืคื™ืœืข ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ื ื•ืฆืŸ).
  • ืกืขืœืขื ื™ื•ื ืกื™ืžื– ืฆื• ื–ื™ื™ืŸ ื“ื™ ืžืขืจืกื˜ ื•ื•ืขืจืงืึทื‘ืึทืœ ืึธืคึผืฆื™ืข, ื•ื•ื™ื™ึทืœ ืคื™ืœืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื ื™ื™ื˜ื™ืง ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืคืืจืฉืคืืจื˜.
    1) ื“ืึธืก ืื™ื–, ื“ืขืจ ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ื ืขืžื˜ ืึธืจื˜ ื“ื•ืจืš ืึท ืคื™ืงื˜ื™ืฉ ื‘ืึทื ื™ืฆืขืจ (ืื•ืŸ ืจืขื’ื™ืกื˜ืจืึทืฆื™ืข ื“ื•ืจืš ื”ืึทื ื˜).

    2) ืึธื‘ืขืจ, ืžื™ื˜ ืกืขืœืขื ื™ื•ื ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ื’ืขืจืึทื ื˜ื™ื– ืคึฟืึทืจ ืจื™ื›ื˜ื™ืง ืื•ืŸ ืจื™ืคึผื™ื˜ื™ื“ ืึทืจื‘ืขื˜ (ืœืคึผื—ื•ืช ืื™ืŸ ื“ื™ ืคืึทืœ ืคื•ืŸ ok.ru ืคึฟืึทืจ ื–ื™ื›ืขืจ).

    3) ื“ื™ Ok.ru ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ื›ึผื•ืœืœ ื“ื–ืฉืึทื•ื•ืึทืกืงืจื™ืคึผื˜ ืขืจืจืึธืจืก ืื•ืŸ ื™ื– ื‘ื™ื›ื™ื™ื•ื•ื– ืกื˜ืจื™ื™ื ื“ื–ืฉืœื™ ืื•ืŸ ื™ื ืงืึทื ืกื™ืกื˜ืึทื ื˜ืœื™.

    4) ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืึธืŸ ืคึผืึทื“ื–ืฉืึทื ื™ื™ืฉืึทืŸ, ืœืึธื•ื“ื™ื ื’ ืขืœืขืžืขื ื˜ืŸ, ืขื˜ืง ...

    5) ืึทืคึผื™ ืขืจืจืึธืจืก ืึทื– ื“ื™ ืจืึทืคึผืขืจ ื’ื™ื˜ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืฆื• ื–ื™ื™ืŸ ื›ืึทื ื“ืึทืœื“ ื•ืžื’ืขืœื•ืžืคึผืขืจื˜, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื•ื•ื™ ื“ืึธืก (ืึท ืฉื˜ื™ืง ืคื•ืŸ ื™ืงืกืคึผืขืจืžืขื ืึทืœ ืงืึธื“):

    def get_comments(args, context, discussions):
        pause = 1
        if args.extract_comments:
            all_comments = set()
    #makes sense to keep track of already processed discussions
            for discussion in tqdm(discussions): 
                try:
                    comments = get_comments_from_discussion_via_api(context, discussion)
                except odnoklassniki.api.OdnoklassnikiError as e:
                    if "NOT_FOUND" in str(e):
                        comments = set()
                    else:
                        print(e)
                        bp()
                        pass
                all_comments |= comments
                time.sleep(pause)
            return all_comments
    

    ืžื™ื™ืŸ ื‘ืึทืœื™ื‘ืกื˜ืข ื˜ืขื•ืช ืื™ื– ื’ืขื•ื•ืขืŸ:

    OdnoklassnikiError("Error(code: 'None', description: 'HTTP error', method: 'discussions.getComments', params: โ€ฆ)โ€)

    6) ืœืขืกืึธืฃ, ืกืขืœืขื ื™ื•ื + ืึทืคึผื™ ืงื•ืงื˜ ื•ื•ื™ ื“ื™ ืžืขืจืกื˜ ื‘ืึทืจื“ืึทืกื“ื™ืง ืึธืคึผืฆื™ืข.

  • ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืจืึทื˜ืขื•ื•ืขืŸ ื“ื™ ืฉื˜ืึทื˜ ืื•ืŸ ืจื™ืกื˜ืึทืจื˜ ื“ื™ ืกื™ืกื˜ืขื, ืฉืขืคึผืŸ ืคื™ืœืข ืขืจืจืึธืจืก, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ืกืชื™ืจื” ื ืึทื˜ื•ืจ ืคื•ืŸ ื“ื™ ืคึผืœืึทืฅ - ืื•ืŸ ื“ื™ ืขืจืจืึธืจืก ื–ืขื ืขืŸ ื’ืึทื ืฅ ืฉื•ื•ืขืจ ืฆื• ื™ืžืึทื“ื–ืฉืึทืŸ (ืกื™ื™ึทื“ืŸ ืื™ืจ ืฉืจื™ื™ึทื‘ืŸ ืคึผืึทืจืกืขืจืก ืคึผืจืึทืคืขืฉืึทื ืึทืœื™, ืคื•ืŸ ืงื•ืจืก).

ื“ื™ ืงืึทื ื“ื™ืฉืึทื ืึทืœ ืฆื™ื™ื˜ ืึธืคึผืฉืึทืฆื•ื ื’ ืคึฟืึทืจ ื“ืขื ืึทืจื‘ืขื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ 3-5 ืžืืœ ื”ืขื›ืขืจ ื•ื•ื™ ืคึฟืึทืจ ืงืึทืœืขืงื˜ื™ื ื’ ื“ืึทื˜ืŸ ืคื•ืŸ Habr. ื˜ืจืึธืฅ ื“ืขื ืคืึทืงื˜ ืึทื– ืื™ืŸ ื“ืขื ืคืึทืœ ืคื•ืŸ Habr ืžื™ืจ ื ื•ืฆืŸ ืึท ืคืจืึธื ื˜ืึทืœ ืฆื•ื’ืึทื ื’ ืžื™ื˜ HTML ืคึผืึทืจืกื™ื ื’, ืื•ืŸ ืื™ืŸ ื“ืขื ืคืึทืœ ืคื•ืŸ OK ืžื™ืจ ืงืขื ืขืŸ ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ื™ API ืื™ืŸ ืงืจื™ื˜ื™ืฉ ืขืจื˜ืขืจ.

ืคื™ื™ื ื“ื™ื ื’ื–

ื ื™ื˜ ืงื™ื™ืŸ ืขื ื™ืŸ ื•ื•ื™ ืคื™ืœ ืื™ืจ ื–ืขื ืขืŸ ืคืืจืœืื ื’ื˜ ืฆื• ืึธืคึผืฉืึทืฆืŸ ื“ื™ ื“ืขื“ืœื™ื™ื ื– "ืื•ื™ืฃ ื“ืขื ืึธืจื˜" (ืžื™ืจ ืคึผืœืึทื ื™ืจืŸ ื”ื™ื™ึทื ื˜!) ืคื•ืŸ ืึท ื•ื•ืึทืœื•ืžืึทื ืึทืก ื“ืึทื˜ืŸ ืคึผืจืึทืกืขืกื™ื ื’ ืจืขืจื  - ืœื™ื ื™ืข ืžืึธื“ื•ืœืข, ื“ื™ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืฆื™ื™ื˜ ืื™ื– ื›ึผืžืขื˜ ืงื™ื™ื ืžืึธืœ ืžืขื’ืœืขืš ืฆื• ืึธืคึผืฉืึทืฆืŸ ืืคื™ืœื• ืงื•ื•ืึทืœืึทื˜ื™ื™ื˜ื™ื•ื•ืœื™ ืึธืŸ ืึทื ืึทืœื™ื™ื–ื™ื ื’ ื“ื™ ืึทืจื‘ืขื˜ ืคึผืึทืจืึทืžืขื˜ืขืจืก.

ืื•ื™ืฃ ืึท ื‘ื™ืกืœ ืžืขืจ ืคื™ืœืึธืกืึธืคื™ืงืึทืœ ื˜ืึธืŸ, ืคืœื™ื ืง ืขืกื˜ื™ืžืึทื˜ื™ื ื’ ืกื˜ืจืึทื˜ืขื’ื™ืขืก ืึทืจื‘ืขื˜ ื’ืขื–ื•ื ื˜ ืคึฟืึทืจ ื™ื ื–ืฉืขื ื™ืขืจื™ืข ื˜ืึทืกืงืก, ืึธื‘ืขืจ ืคึผืจืึธื‘ืœืขืžืก ื•ื•ืึธืก ื–ืขื ืขืŸ ืžืขืจ ื™ืงืกืคึผืขืจืžืขื ืึทืœ ืื•ืŸ, ืื™ืŸ ืึท ื–ื™ื ืขืŸ, "ืฉืขืคืขืจื™ืฉ" ืื•ืŸ ื™ืงืกืคึผืœืึธืจืึทื˜ืึธืจื™, ื“"ื” ื•ื•ื™ื™ื ื™ืงืขืจ ืคึผืจื™ื“ื™ืงื˜ืึทื‘ืึทืœ, ื”ืึธื‘ืŸ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ืŸ, ื•ื•ื™ ืื™ืŸ ื“ื™ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ืขื ืœืขืš ื˜ืขืžืขืก, ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ื“ื™ืกืงืึทืกื˜ ื“ืึธ.

ืคื•ืŸ ืงื•ืจืก, ื“ืึทื˜ืŸ ื–ืึทืžืœื•ื ื’ ืื™ื– ื ืึธืจ ืึท ื”ื•ื™ืคึผื˜ ื‘ื™ื™ืฉืคึผื™ืœ - ืขืก ืื™ื– ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืึทืŸ ื™ื ืงืจืขื“ืึทื‘ืœื™ ืคึผืฉื•ื˜ ืื•ืŸ ื˜ืขืงื ื™ืงืœื™ ืึทื ืงืึทืžืคึผืœืึทืงื™ื™ื˜ื™ื“ ืึทืจื‘ืขื˜, ืื•ืŸ ื“ืขืจ ื˜ื™ื™ึทื•ื•ืœ ืื™ื– ืึธืคื˜ ืื™ืŸ ื“ื™ ื“ืขื˜ืึทื™ืœืก. ืื•ืŸ ืขืก ืื™ื– ืคึผื•ื ืงื˜ ืื•ื™ืฃ ื“ืขื ืึทืจื‘ืขื˜ ืึทื– ืžื™ืจ ืงืขื ืขืŸ ื•ื•ื™ื™ึทื–ืŸ ื“ื™ ื’ืื ืฆืข ืงื™ื™ื˜ ืคื•ืŸ ืžืขื’ืœืขืš ืึธืคึผืฆื™ืขืก ืคึฟืึทืจ ื•ื•ืึธืก ืงืขื ืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ ืื•ืŸ ืคึผื•ื ืงื˜ ื•ื•ื™ ืœืึทื ื’ ื“ื™ ืึทืจื‘ืขื˜ ืงืขื ืขืŸ ื ืขืžืขืŸ.

ืื•ื™ื‘ ืื™ืจ ืงื•ืง ืื™ืŸ ื“ื™ ื˜ืฉืึทืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก ืคื•ืŸ ื“ื™ ืึทืจื‘ืขื˜ ืึธืŸ ื ืึธืš ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ, Reddit ืื•ืŸ OK ืงื•ืงืŸ ืขื ืœืขืš: ืขืก ืื™ื– ืึทืŸ ืึทืคึผื™, ืึท ืคึผื™ื˜ื”ืึธืŸ ืจืึทืคึผืขืจ, ืึธื‘ืขืจ ืื™ืŸ ืขืกืึทื ืก, ื“ื™ ื—ื™ืœื•ืง ืื™ื– ืจื™ื–ื™ืง. ืฆื• ืžืฉืคื˜ืŸ ืœื•ื™ื˜ ื“ื™ ืคึผืึทืจืึทืžืขื˜ืขืจืก, ื“ื™ ืคึผืึทืจืก ืคื•ืŸ Habr ืงื•ืงื˜ ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ื•ื•ื™ ื’ื•ื˜ - ืึธื‘ืขืจ ืื™ืŸ ืคื™ืจ ืขืก ืื™ื– ื’ืึทื ืฅ ืคืึทืจืงืขืจื˜, ืื•ืŸ ื“ืึธืก ืื™ื– ืคึผื•ื ืงื˜ ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืคื•ื ืขืŸ ื“ื•ืจืš ืึธื ืคื™ืจืŸ ืคึผืฉื•ื˜ ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ ืฆื• ืึทื ืึทืœื™ื™ื– ื“ื™ ืคึผืึทืจืึทืžืขื˜ืขืจืก ืคื•ืŸ ื“ืขื ืคึผืจืึธื‘ืœืขื.

ืื™ืŸ ืžื™ื™ืŸ ื“ืขืจืคืึทืจื•ื ื’, ื“ื™ ืžืขืจืกื˜ ืขืคืขืงื˜ื™ื•ื• ืฆื•ื’ืึทื ื’ ืื™ื– ืฆื• ื‘ืขืขืจืขืš ืึธืคึผืฉืึทืฆืŸ ื“ื™ ืฆื™ื™ื˜ ืื™ืจ ื•ื•ืขื˜ ื“ืึทืจืคึฟืŸ ืคึฟืึทืจ ื“ื™ ืคึผืจื™ืœื™ืžืึทื ืขืจื™ ืึทื ืึทืœื™ืกื™ืก ื–ื™ืš ืื•ืŸ ืคึผืฉื•ื˜ ืขืจืฉื˜ืขืจ ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ, ืœื™ื™ืขื ืขืŸ ื“ื™ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ - ื“ืึธืก ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ืฆื• ื’ืขื‘ืŸ ืึท ืคึผื™ื ื˜ืœืขืš ืึธืคึผืฉืึทืฆื•ื ื’ ืคึฟืึทืจ ื“ื™ ื’ืื ืฆืข ืึทืจื‘ืขื˜. ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื“ื™ ืคืึธืœืงืก ืคืœื™ื ืง ืžืขื˜ืึทื“ืึทืœืึทื“ื–ืฉื™, ืื™ืš ื‘ืขื˜ืŸ ืื™ืจ ืฆื• ืฉืึทืคึฟืŸ ืึท ื‘ื™ืœืขื˜ ืคึฟืึทืจ "ืฉืึทืฆืŸ ืึทืจื‘ืขื˜ ืคึผืึทืจืึทืžืขื˜ืขืจืก", ืื•ื™ืฃ ื“ืขืจ ื‘ืื–ืข ืคื•ืŸ โ€‹โ€‹ื•ื•ืึธืก ืื™ืš ืงืขื ืขืŸ ื’ืขื‘ืŸ ืึทืŸ ืึทืกืขืกืžืึทื ื˜ ืคื•ืŸ ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืึทื˜ืฉื™ื•ื•ื“ ืื™ืŸ ื“ื™ "ืกืคึผืจื™ื ื˜" ืื•ืŸ ื’ืขื‘ืŸ ืึท ืžืขืจ ืคึผื™ื ื˜ืœืขืš ืึธืคึผืฉืึทืฆื•ื ื’ ืคึฟืึทืจ ื™ืขื“ืขืจ ืึทืจื‘ืขื˜.

ื“ืขืจื™ื‘ืขืจ, ื“ื™ ืžืขืจืกื˜ ืขืคืขืงื˜ื™ื•ื• ืึทืจื’ื•ืžืขื ื˜ ืกื™ืžื– ืฆื• ื–ื™ื™ืŸ ืื™ื™ื ืขืจ ื•ื•ืึธืก ื•ื•ืึธืœื˜ ื•ื•ื™ื™ึทื–ืŸ ืึท "ื ื™ื˜-ื˜ืขื›ื ื™ืฉ" ืžื•ืžื›ืข ื•ื•ื™ ืคื™ืœ ืฆื™ื™ื˜ ืื•ืŸ ืจืขืกื•ืจืกืŸ ื•ื•ืขื˜ ื‘ื™ื™ึทื˜ืŸ ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ืคึผืึทืจืึทืžืขื˜ืขืจืก ื•ื•ืึธืก ื”ืึธื‘ืŸ ื ืึธืš ืฆื• ื–ื™ื™ืŸ ืึทืกืกืขืกืกืขื“.

ื•ื•ืึธืก ืงืขืŸ ื’ื™ื™ืŸ ืคืึทืœืฉ ืžื™ื˜ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜? ื“ืึทื˜ืึท ื–ืึทืžืœื•ื ื’

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’