ืงื•ื“ื™ื-ืคื™ืฆื”

ื”ื™ื™ ื”ื‘ืจ. ืงื™ื™ืžื ื• ื‘ืื•ืคืŸ ืกืคื•ื ื˜ื ื™ ืืช ื”ื”ืืงืชื•ืŸ ื”ืคื ื™ืžื™ ื”ืจืืฉื•ืŸ. ื”ื—ืœื˜ืชื™ ืœืฉืชืฃ ืืชื›ื ื‘ื›ืื‘ื™ื ื•ื‘ืžืกืงื ื•ืช ืฉืœื™ ืœื’ื‘ื™ ื”ื”ื›ื ื•ืช ืœืงืจืืชื• ื‘ืขื•ื“ ืฉื‘ื•ืขื™ื™ื, ื›ืžื• ื’ื ื‘ืคืจื•ื™ืงื˜ื™ื ืฉื”ืชื‘ืจืจื•.

ืงื•ื“ื™ื-ืคื™ืฆื”

ื”ื—ืœืง ื”ืžืฉืขืžื ืœืžื™ ืฉืžืชืขื ื™ื™ืŸ ื‘ืฉื™ื•ื•ืง

ืื ื™ ืืชื—ื™ืœ ื‘ืกื™ืคื•ืจ ืงื˜ืŸ.

ืชื—ื™ืœืช ืืคืจื™ืœ. ื”ืžืฉืจื“ ืฉืœื ื• ืžืืจื— ืืช ื”ื”ืืงืชื•ืŸ ื”ืจืืฉื•ืŸ ืฉืœ ืงื”ื™ืœืช MskDotNet. ื”ืงืจื‘ ืขืœ ื˜ืื˜ื•ื™ื™ืŸ ื‘ืขื™ืฆื•ืžื•, ื‘ื’ืœืงืกื™ื” ืฉืœื ื• ื”ืคืขื. ื™ื•ื ืฉื‘ืช. 20 ืงื‘ื•ืฆื•ืช. ืคื™ืฆื”. ื–ื” ื”ื›ืœ ืžืื•ื“ ื ืฉืžื”ื”ื•ื›ื—ื•ืช). R2-D2 ืžืชื ืคื— ืžืชื ืฉื ื‘ืจื—ื‘ื™ ื”ื—ื“ืจ. ืฆื•ื•ืชื™ื ื›ื•ืชื‘ื™ื ืืช ื”ืืœื’ื•ืจื™ืชืžื™ื ื”ื ื›ื•ื ื™ื ื‘ื™ื•ืชืจ ื›ื“ื™ ืœืขื‘ื•ืจ ืืช ื”ืžื™ืจื•ืฅ ื”ืžืกื•ื›ืŸ ื‘ื™ื•ืชืจ ืขืœ ื”ืžืคื”. ืื ื—ื ื• ืžื–ื™ื–ื™ื ืืช ื”ืฉืงืช ื”ืžืจื•ืฆื™ื ื”ืจืืฉื•ื ื™ื. ืขื•ื’ื™ื•ืช ื•ืงืคื” ื—ื•ืกื›ื™ื. ื”ืžืืจื’ื ื™ื ื•ืื ื™ ืฆื™ืคื™ื ื• ืฉื”ืจื‘ื” ืื ืฉื™ื ื™ืขื–ื‘ื• ืื—ืจื™ ืืจื•ื—ืช ื”ืฆื”ืจื™ื™ื ื‘ืฉื‘ืช. ืื‘ืœ ืœื. 12 ืฉืขื•ืช ืฉืœ ืงื™ื“ื•ื“ ืžืื—ื•ืจ. ื”ื’ืžืจ. ืžืฉื”ื• ื ื•ืคืœ, ืžืฉื”ื• ืœื ืžืชื—ื™ืœ. ืื‘ืœ ื›ื•ืœื ืžืจื•ืฆื™ื. ื”ืงื‘ื•ืฆื” ืฉืœื ื• ืžื ืฆื—ืช. ืื ื—ื ื• ืฉืžื—ื™ื ื›ืคืœื™ื™ื.

ืื ื™ ื—ื•ืœืง ืืช ื”ืฉืžื—ื” ืฉืœื™ ื‘-Slack ื•ื”ืจืขื™ื•ืŸ ืขื•ืœื” ื‘ืžื•ื—ื™: "ืื ื—ื ื• ืฆืจื™ื›ื™ื ืœืขืฉื•ืช ื”ืืงืชื•ืŸ ืžืฉืœื ื•." ืื ื™ ื›ื•ืชื‘ ืœืชื—ื ืช ื”ืฉื™ืจื•ืช ืฉืœื ื• ืกืฉื”. ืฉืชื™ืงื”.

ื‘ื•ืงืจ. ืื ื™ ืฉื•ืชื” ืงืคื” ื‘ืžืฉืจื“. ืื ื™ ืจื•ืื” ืืช ืกืฉื” ืžืชืงืจื‘ ืžืื—ื•ืจ. "ืœื™ื–ื”, ื–ื” ื ื”ื“ืจ! 21 ื‘ืืคืจื™ืœ ื”ื•ื ืชืืจื™ืš ื—ืฉื•ื‘ ืขื‘ื•ืจื ื•. ื‘ื•ื ื ืขืฉื” ืืช ื–ื”! WTF!? ื›ืœ ื›ืš ืžื”ืจ? ื? ืžื”? ืื ื™ ืฆืจื™ืš ืœื˜ื•ืก ืœืกื™ืงื˜ื™ื‘ืงืจ ืœื”ืชืžื—ื•ืช ื‘ืืžืฆืข ืืคืจื™ืœ. ื›ืŸ, ืœืขื–ืื–ืœ ืื™ืชื•! ื‘ื•ืื•.

ื ื•ืชืจื• ืฉื‘ื•ืขื™ื™ื. ืžืขื•ืœื ืœื ื”ื™ื™ืชื™ ื”ืžืืจื’ืŸ ื”ื‘ืœืขื“ื™ ืฉืœ ื”ืืงืชื•ืŸ. ืชืŸ ื•ืคื ื™ืžื™. ืงืจืืชื™ ืžืืžืจื™ื ื‘ื ื•ืฉื ื–ื”. ืคึผึทื—. ื–ื” ืœื•ืงื— ื›ืžื” ื—ื•ื“ืฉื™ื. ื“ืจื•ืฉื™ื ืžืกืคืจ ืื ืฉื™ื. ืืชื” ืฆืจื™ืš ืœื—ืฉื•ื‘ ืขืœ ื”ืกื—ื•ืจื”, ื”ืคืจืกื™ื, ื”ืชื ืื™ื, ืœื•ื— ื”ื–ืžื ื™ื, ืœื”ืชืขื ื™ื™ืŸ, ืœื”ื‘ื™ืŸ ืืช ื”ืžื˜ืจื”, ื”ืชืงืฆื™ื‘ื™ื. ื•ืื•ืœื™ ืืคื™ืœื• ืœื”ื‘ื™ืŸ ืืช ืžืฉืžืขื•ืช ื”ื—ื™ื™ื. ืื ื™ ื‘ื”ื—ืœื˜ ืœื ืืฆืœื™ื—. ื•ื‘ื–ืžืŸ ืฉืงืจืืชื ื•ื”ืชื›ื•ื ื ืชื ื›ื‘ืจ ืขื‘ืจ ืฉื‘ื•ืข. ื”ื’ื™ืข ื”ื–ืžืŸ ืœื”ื‘ืงื™ืข ื‘ืžืืžืจื™ื ื•ืœื”ืชื—ื™ืœ ืœืขืฉื•ืช ืžืฉื”ื•.

ื‘ื“ื•ืง ืืช ืจืฉื™ืžืช ื”ื‘ื“ื™ืงื” ื”ืคื ื™ืžื™ืช ืฉืœ ื”ื”ืืงืชื•ืŸ ืฉืœื ื• ืœืžืฉืš ืฉื‘ื•ืข

  • ืชื›ื ื™ืช: ืœืฉื‘ืช ื‘ืจื•ื’ืข ื•ืœื›ืชื•ื‘ ืจืฉื™ืžื” ืฉืœ ืžื” ืฉืฆืจื™ืš ืœืขืฉื•ืช ืœื”ืืงืชื•ืŸ. ื“ืงื•ืช 30.
  • ืžืฉื™ืžื”: ื”ืžืฉืชืชืคื™ื ืขืฆืžื ืžืฆื™ืขื™ื ื•ื‘ื•ื—ืจื™ื ืคืจื•ื™ืงื˜ื™ื ืฉื”ื ืจื•ืฆื™ื ืœื™ืฆื•ืจ ื‘-Google Sheets. ืžืฉื™ืžืช ืจืงืข, ืฉืขืชื™ื™ื.
  • ืœื•ื— ื–ืžื ื™ื: ืขืœ ื”ื‘ืจืš ืืชื” ื›ื•ืชื‘ ืคื™ืจื•ื˜ ื–ืžืŸ ืงืฆืจ, ืชื•ืš ื”ืชื—ืฉื‘ื•ืช ื‘-3 ื”ืคืกืงื•ืช ื•ื‘ืกื•ืฃ. ื“ืงื•ืช 20.
  • ืคืงื•ื“ื•ืช: ืœืคืจืกื ื”ื•ื“ืขื” ืขืœ ื”ืืงืชื•ืŸ ืขื ืœื•ื— ื–ืžื ื™ื ืžืชื—ื ืช ื”ืฉื™ืจื•ืช ื‘ืขืจื•ืฆื™ IT ื‘-Slack/mail/ื•ื›ื•' ื•ืœื™ืฆื•ืจ ืขืจื•ืฅ ื ืคืจื“ ืœื”ืืงืชื•ืŸ. ื‘ื• ื›ื•ืœื ืžื—ื•ืœืงื™ื ืœืฆื•ื•ืชื™ื, ื•ื”ืžืชืœื‘ื˜ื™ื ืขื•ืฉื™ื ื–ืืช ื‘-5 ื”ื“ืงื•ืช ื”ืจืืฉื•ื ื•ืช ืฉืœ ื”ื”ืืงืชื•ืŸ. ืžืฉื™ืžืช ืจืงืข, ืฉืขืชื™ื™ื.
  • ืœื—ืžื ื™ื•ืช: ืืชื” ืžื‘ื™ื ืกื—ื•ืจื” ืขื ืฉื ื™ ืžืคืชื—ื™ื, ื ื•ืชืŸ ืื•ืชื” ืœืžืขืฆื‘ ืœืขื™ื‘ื•ื“, ื•ืžื›ื™ื ื™ื ืื•ืชื”. ืžืฉื™ืžืช ืจืงืข, 3 ื™ืžื™ื.
  • ื”ืืงืชื•ืŸ: ืืชื ืžื’ื™ืขื™ื ืœืžืฉืจื“, ืžืชืืžื™ื ืืช ื›ื•ืœื ื‘ื”ืชื—ืœื”, ืžืชืขืกืงื™ื ื‘ืขื ื™ื™ื ื™ื ืฉืœื›ื, ืงื•ืจืื™ื ืืช Reddit, ื—ืฉื•ื‘ ืœื“ื•ื•ื— ืขืœ ื›ืœ ื”ืคืกืงื” ืขืœ ืคื™ืฆื” ื˜ืจื™ื™ื”, ืœืฆืœื ืืช ื”ืฉืงื™ืขื”, ืœื”ื›ืจื™ื– ืขืœ ื”ื’ืžืจ, ืœื”ืฆื‘ื™ืข ื‘ื™ื—ื“ ื•ืœื‘ื—ื•ืจ ืืช ื”ืžื ืฆื—. 1 ื™ื•ื.
  • ืžืชื—ืช ืœื›ื•ื›ื‘ื™ืช: ื›ืžื•ื‘ืŸ, ืืชื” ื›ืœ ื”ื–ืžืŸ ื—ื•ืฉื‘ ืฉื”ื›ืœ ื”ื•ืœืš ื›ืฉื•ืจื”. ื›ืžื•ื‘ืŸ ืฉืœื ื›ื•ืœื ื™ืจืื• ืืช ื”ื”ื•ื“ืขื” ืฉืœืš ื•ืขื“ื™ืฃ ืœื“ื‘ืจ ืขื ืžื™ืฉื”ื• ื‘ืื•ืคืŸ ืื™ืฉื™. ื›ืžื•ื‘ืŸ ืฉืื ืžื™ืฉื”ื• ื™ืขื–ื•ืจ ืœืš ื”ื›ืœ ื™ื”ืคื•ืš ืคื™ 2 ืœืงืœ ื™ื•ืชืจ (ืืœื ื” ื”ื ืคืœืื” ืขื–ืจื” ืœื™).

ื”ื—ืœืง ื”ืคื—ื•ืช ืžืฉืขืžื ื‘ืชืืจื™ืš ื”ื”ืืงืชื•ืŸ

ืœืžื” 21 ื‘ืืคืจื™ืœ? ื”ื™ื•ื ื”ื–ื” ืžืฉืžืขื•ืชื™ ืขื‘ื•ืจื ื•. ืœืคื ื™ ืฉื ื” ื‘ื“ื™ื•ืง, ื‘-21 ื‘ืืคืจื™ืœ, ื ืงืœืขื ื• ืœืขื•ืžืก ื‘ืžื”ืœืš ืกื•ืฃ ื”ืฉื‘ื•ืข ื”ืจืืฉื•ืŸ ืœืื—ืจ ืชื—ื™ืœืช ืžืกืข ื”ืคืจืกื•ื ื”ืคื“ืจืœื™. ืœืžื—ืจืช, ื™ื•ื ืจืืฉื•ืŸ, ื”ืฆื•ื•ืช ืฉืœื ื• ื”ื™ื” ื‘ืขื‘ื•ื“ื” ืž-8 ื‘ื‘ื•ืงืจ. ืœืื—ืจ ืžื›ืŸ ื™ืฆืจื ื• ืืช ืœื•ื— ื”-sundayhackathon ื‘-Trello ื•ื”ืชื—ืœื ื• ืฉื‘ื•ืข ืฉืœ ืขื‘ื•ื“ื” ื‘ืžืฉืžืจื•ืช ืฉืœ 12 ืฉืขื•ืช ื‘ื™ื•ื. ื”ืžืฆื‘ ื”ื™ื” ื›ืœ ื›ืš ืงืจื™ื˜ื™ ืฉืืคื™ืœื• ืœื ื”ืกืคืงื ื• ืœืื›ื•ืœ ื•ื”ืื›ื™ืœื• ืื•ืชื ื• ื‘ื—ื•ืจื™ื ืžืงื‘ื•ืฆื•ืช ืื—ืจื•ืช.

ืงื•ื“ื™ื-ืคื™ืฆื”

ืืชื” ื™ื›ื•ืœ ืœืงืจื•ื ืกื™ืคื•ืจ ืžืคื•ืจื˜ ื™ื•ืชืจ ื‘ ื”ืขืžื•ื“ ืฉืœ ืคื™ื•ื“ื•ืจ ืื•ื‘ืฆ'ื™ื ื™ืงื•ื‘ (ื”ืžื ื›"ืœ ืฉืœื ื•). ืžืื– ื”ืฉืชื ื™ื ื• ื”ืจื‘ื”, ืื‘ืœ ืขื›ืฉื™ื• ื‘ื”ื—ืœื˜ ืœื ื ืฉื›ื— ืืช ื”ืชืืจื™ืš.

ื”ืฉื ื” ื”ื—ืœื˜ื ื• ืฉื™ืฉ ืœื”ื ืฆื™ื— ืืช ื”ืื™ืจื•ืข ื”ื–ื” ืœื–ื›ืจ ื”ื“ื•ืจื•ืช ื•ื›ืžื™ื˜ื‘ ื”ืžืกื•ืจืช ืืจื’ื ื• ืืช ื”ื”ืืงืชื•ืŸ ื”ืคื ื™ืžื™ ื”ืจืืฉื•ืŸ ื‘ืชื•ืœื“ื•ืช ื“ื•ื“ื•, ืฉื ืžืฉืš 10 ืฉืขื•ืช.

ื”ื—ืœืง ื”ื›ื™ ืžืฉืขืžื ื‘ืคืจื•ื™ืงื˜ื™ื ืฉืœ ื”ืืงืชื•ืŸ

ื›ืชื‘ ื•ื™ืชื•ืจ: ื›ืœ ื”ืชื™ืื•ืจื™ื ื ื›ืชื‘ื• ืขืœ ื™ื“ื™ ื”ื—ื‘ืจ'ื” ืขืฆืžื, ื›ืš ืฉื›ื•ืชื‘ ื”ื˜ืงืกื˜ ืื™ื ื• ืฉืœื™.

ืื•ืœื’ ืœืจื ื™ื ื’ (ืœืžื™ื“ืช ืžื›ื•ื ื”)

ื“ื™ืžื” ืงื•ืฆ'ื ื‘, ืกืฉื” ืื ื“ืจื•ื ื•ื‘ (@alexandronov)

ืจืฆื™ื ื• ืœื™ืฆื•ืจ ืจืฉืช ืขืฆื‘ื™ืช ืฉืชืงื‘ืข ืื™ื–ื” ืกื•ื’ ืฉืœ ืคื™ืฆื” ื‘ืชืžื•ื ื” ืœืœื ื›ืœ ื™ื“ืข. ื›ืชื•ืฆืื” ืžื›ืš, ื”ื ื”ื›ื™ื ื• ืื—ื“ ืžืื•ื“ ืคืฉื•ื˜ ื•ืฆืขืฆื•ืข - ื”ื•ื ืžื–ื”ื” 10 ืคื™ืฆื•ืช, ื”ื‘ื™ืŸ ื‘ืขืจืš ืื™ืš ื”ื›ืœ ืขื•ื‘ื“, ืขื“ ื›ืžื” ืฉืืคืฉืจ ื‘ื™ื•ื (~ 10 ืฉืขื•ืช).

ืงื•ื“ื™ื-ืคื™ืฆื”

ื‘ืžื™ื•ื—ื“, ื”ื‘ื ื• ืฉื”ืชืขืฉื™ื™ื” ื”ื’ื™ืขื” ืœืจืžื” ืฉื‘ื” ืžืคืชื— ืจื’ื™ืœ ื™ื›ื•ืœ ืœืงื—ืช ืกืคืจื™ื•ืช ืžื•ื›ื ื•ืช, ืœืงืจื•ื ืืช ื”ืชื™ืขื•ื“ ื•ืœื”ื›ืฉื™ืจ ืืช ื”ืจืฉืช ื”ืขืฆื‘ื™ืช ืฉืœื• ืœืœื ื™ื“ืข ืžืขืžื™ืง ื‘ื ื•ืฉื. ื•ื–ื” ื™ืขื‘ื•ื“ ืžืกืคื™ืง ื˜ื•ื‘ ื›ื“ื™ ืœืคืชื•ืจ ื‘ืขื™ื•ืช ืืžื™ืชื™ื•ืช.

ื›ืœื™ื ื‘ืฉื™ืžื•ืฉ:

  • imageai ื”ื™ื ืกืคืจื™ื™ื” ื ื•ื—ื” ื•ืคืฉื•ื˜ื” ืœืขื‘ื•ื“ื” ืขื ืœืžื™ื“ืช ืžื›ื•ื ื” ื•ืจืื™ื™ื” ืžืžื•ื—ืฉื‘ืช.
  • ื“ื’ืžื™ื ื ื™ืกื• ืฉื ื™ื™ื - ResNet50, Yolo.
  • ื”ืงื•ื“ ื ื›ืชื‘, ื›ืžื•ื‘ืŸ, ื‘ืคื™ืชื•ืŸ.

ื”ื™ื• ืœื ื• 11000 ืชืžื•ื ื•ืช, ืื‘ืœ ืžืชื•ื›ืŸ ื›ืžืขื˜ 3/4 ื”ืชื’ืœื• ื›ื–ื‘ืœ, ื•ื‘ืฉืืจ - ื–ื•ื•ื™ื•ืช ืฉื•ื ื•ืช, ืœื ืžืชืื™ืžื•ืช. ื›ืชื•ืฆืื” ืžื›ืš ืœืงื—ื ื• ื“ื’ื ืžื•ื›ืŸ (ืฉืคืฉื•ื˜ ื™ื•ื“ืข ืœืžืฆื•ื ืคื™ืฆื”) ื•ื‘ืขื–ืจืชื• ื”ืคืจื“ื ื• ืืช ื”ืืฉืคื” ืขืฆืžื”. ื‘ื”ืžืฉืš, ืฉื ื”ืชืžื•ื ื” ื”ื™ื” ืฉื ื”ืคื™ืฆื” - ืื– ืžื™ื™ื ื• ืื•ืชื” ืœืชื™ืงื™ื•ืช, ืื‘ืœ ื”ืชื‘ืจืจ ืฉื”ืฉืžื•ืช ืœื ืชืืžื• ืืช ื”ืžืฆื™ืื•ืช ื•ื›ืืŸ ื”ื™ื™ื ื• ืฆืจื™ื›ื™ื ืœื ืงื•ืช ืื•ืชื” ืขื ื”ื™ื“ื™ื™ื. ื›ืชื•ืฆืื” ืžื›ืš ื ื•ืชืจื• ื›-500-600 ืชืžื•ื ื•ืช, ื‘ืจื•ืจ ืฉืžื“ื•ื‘ืจ ื‘ื›ืžื•ืช ืœื ืžืฉืžืขื•ืชื™ืช, ืืš ืœืžืจื•ืช ื–ืืช, ื”ืชื‘ืจืจ ืฉื”ื“ื‘ืจ ื”ืกืคื™ืง ื›ื“ื™ ืœื”ืคืจื™ื“ 10 ืคื™ืฆื•ืช ืื—ืช ืžื”ืฉื ื™ื™ื”.

ื›ื“ื™ ืœืืžืŸ ืืช ื”ืจืฉืช, ืœืงื—ื ื• ืืช ื”ืžื›ื•ื ื” ื”ื•ื™ืจื˜ื•ืืœื™ืช ื”ื–ื•ืœื” ื‘ื™ื•ืชืจ ื‘-Azure ื‘-NVIDIA Tesla K80. ื”ื•ื ื”ื•ื›ืฉืจ ื‘-100 ืขื™ื“ื ื™ื, ืื‘ืœ ื”ื™ื” ื‘ืจื•ืจ ืฉื”ืจืฉืช ื”ื™ื™ืชื” ืจื•ื•ื™ื” ื™ืชืจ ืขืœ ื”ืžื™ื“ื” ืœืื—ืจ 50 ืขื™ื“ื ื™ื, ื‘ืฉืœ ื”ืขื•ื‘ื“ื” ืฉื”ื™ื” ืžืขืจืš ื ืชื•ื ื™ื ืงื˜ืŸ.

ื‘ืขืฆื - ื›ืœ ื”ื‘ืขื™ื” ื”ื™ื ื”ืžื—ืกื•ืจ ื‘ื ืชื•ื ื™ื ื˜ื•ื‘ื™ื.

ืงื•ื“ื™ื-ืคื™ืฆื”

ืื•ืœื™ ืงืฆืช ื”ืชื‘ืœื‘ืœื ื• ื‘ืžื•ื ื—ื™ื, ืื‘ืœ ืขืœื™ื ื• ืœื–ื›ื•ืจ ืฉื‘ื“ืจืš ื›ืœืœ ืื™ืŸ ืœื ื• ื ื™ืกื™ื•ืŸ ื‘ืขื‘ื•ื“ื” ืขื ื›ืœ ื”ืžืงืจื™ื ื”ืœืœื•.

ืžืžืฉืง ืžืฉืชืžืฉ ืขื‘ื•ืจ NOOBS (ืงื•ื ืกื•ืœืช ื”ื–ืžื ืช ืคื™ืฆื”)

ืžื™ืฉื” ืงื•ืžืืฆ'ื‘ (ืกืจื™ื“ืืŸ), ื–'ื ื™ื” ื‘ื™ืงื™ื ื™ืŸ, ื–'ื ื™ื” ื•ืกื™ืœื™ื™ื‘

ื”ืจื›ื‘ื ื• ืื‘ ื˜ื™ืคื•ืก ืฉืœ ืืคืœื™ืงืฆื™ื™ืช ืงื•ื ืกื•ืœื” ืœื’ื™ืงื™ื, ืฉื‘ื–ื›ื•ืชื” ืชื•ื›ืœื• ืœื”ื–ืžื™ืŸ ืคื™ืฆื” ื“ืจืš ื”ื˜ืจืžื™ื ืœ ืื• ืฉื•ืจืช ื”ืคืงื•ื“ื”, ืื• ืืคื™ืœื• ืœื”ื˜ืžื™ืข ืื•ืชื” ื‘ืฆื ืจืช ื”ืคืจื™ืกื” ื•ืขื ืฉื—ืจื•ืจ ืžื•ืฆืœื— ืœื”ืขื‘ื™ืจ ืคื™ืฆื” ืœืžืฉืจื“.

ืงื•ื“ื™ื-ืคื™ืฆื”

ื”ืขื‘ื•ื“ื” ื”ืชื—ืœืงื” ืœืžืกืคืจ ื—ืœืงื™ื: ื”ื‘ื ื• ืื™ืš ืขื•ื‘ื“ ื”-API ืฉืœื ื• ืœื™ื™ืฉื•ืžื™ื ื ื™ื™ื“ื™ื, ื‘ื ื™ื ื• CLI ืžืฉืœื ื• ื‘ืืžืฆืขื•ืช oclif ื•ืœื”ื’ื“ื™ืจ ืืช ืคืจืกื•ื ื”ื—ื‘ื™ืœื” ืฉื”ืจื›ื‘ื ื•. ืœืžืฉื™ืžื” ื”ืื—ืจื•ื ื” ื”ื™ื• ื›ืžื” ื“ืงื•ืช ืœื ื ืขื™ืžื•ืช ืœืงืจืืช ืกื•ืฃ ื”ื”ืืงืชื•ืŸ. ื”ื›ืœ ืขื‘ื“ ืœื ื• ืžืงื•ืžื™ืช ื•ืืคื™ืœื• ื”ื’ืจืกืื•ืช ื”ื™ืฉื ื•ืช ืฉืคื•ืจืกืžื• ืฉืœ ื”ื—ื‘ื™ืœื” ืขื‘ื“ื•, ืื‘ืœ ื”ื—ื“ืฉื•ืช (ืฉื”ื•ืกื™ืคื• ืขื•ื“ ืคื™ืฆ'ืจื™ื ื•ืืžื•ื˜ื™ืงื•ื ื™ื ืžื’ื ื™ื‘ื™ื) ืกื™ืจื‘ื• ืœืขื‘ื•ื“. ื‘ื™ืœื™ื ื• ื‘ืขืจืš 40 ื“ืงื•ืช ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžื” ื”ืฉืชื‘ืฉ, ืื‘ืœ ื‘ืกื•ืคื• ืฉืœ ื“ื‘ืจ ื”ื›ืœ ืขื‘ื“ ื‘ืงืกื ืžืขืฆืžื•).

ื”ืชื•ื›ื ื™ืช ืฉืœื ื• ืœื”ืืงืชื•ืŸ ื”ืžืงืกื™ืžืœื™ืช ื”ื™ื™ืชื” ื”ื–ืžื ืช ืคื™ืฆื” ืืžื™ืชื™ืช ืœืžืฉืจื“ ื“ืจืš ื”-CLI ืฉืœื ื•. ื”ืจืฆื ื• ื”ื›ืœ ืขืœ ืกืคืกืœ ื”ืžื‘ื—ืŸ ืชืจื™ืกืจ ืคืขืžื™ื, ืื‘ืœ ื”ื™ื“ื™ื™ื ืฉืœื™ ืขื“ื™ื™ืŸ ืจืขื“ื• ื›ืฉืงื™ื‘ืœืชื™ ืคืงื•ื“ื•ืช ืขืœ ื”ื”ื“ื—ืงื”.

ืงื•ื“ื™ื-ืคื™ืฆื”

ื›ืชื•ืฆืื” ืžื›ืš - ื‘ื›ืœ ื–ืืช ืขืฉื™ื ื• ืืช ื–ื”!

ืงื•ื“ื™ื-ืคื™ืฆื”

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ืื ื˜ื•ืŸ ื‘ืจื•ื–'ืžืœื‘ (ืžื—ื‘ืจ), ื•ื ื™ื” ื–ื‘ืจื‘, ื’ืœื‘ ืœืกื ื™ืงื•ื‘ (ืื ื˜ืจื•ืคื™ื”), ืื ื“ืจื™ื™ ืกืจืคืื ื•ื‘

ื”ื ืœืงื—ื• ืืช ื”ืจืขื™ื•ืŸ ืฉืœ "ื‘ืงืฉื” ืœืฉืœื™ื—".

ืจืงืข ืขืœ ื”ื›ื ื”.ื‘ืชื—ื™ืœื”, ื”ื‘ื ืชื™ ืื™ืœื• ืชื›ื•ื ื•ืช ื™ื›ื•ืœื•ืช ืœื”ื™ื•ืช ื‘ืืคืœื™ืงืฆื™ื”? ืจืฉื™ืžื” ืฉืœ ืชื›ื•ื ื•ืช ืขืœืชื” ื›ืš:

  • ื”ืืคืœื™ืงืฆื™ื” ื ื›ื ืกืช ืœืงื•ืคื” ื‘ืืžืฆืขื•ืช ื”ืงื•ื“.
  • ื”ืืคืœื™ืงืฆื™ื” ืžืฆื™ื’ื” ืžื™ื“ ื”ื–ืžื ื•ืช ื–ืžื™ื ื•ืช, ื”ื–ืžื ื•ืช ืฉืฆืจื™ืš ืœืงื—ืช.
  • ื”ืฉืœื™ื— ืžืฆื™ื™ืŸ ืืช ื”ื”ื–ืžื ื” ื•ืœื•ืงื— ืื•ืชื” ืœื˜ื™ื•ืœ.
  • ืžื•ืฆื’ ืœื• ื”ื–ืžืŸ ื”ืžืฉื•ืขืจ ื•ื”ืื ื™ืฉ ืœื• ื–ืžืŸ ืื• ืื™ืŸ.
  • ื”ืœืงื•ื— ืžืจืื” ืฉื”ืฉืœื™ื— ืขื–ื‘.
  • ื”ืœืงื•ื— ืžืชื—ื™ืœ ืœื”ืฆื™ื’ ืืช ื ืงื•ื“ืช ื”ืฉืœื™ื— ืขืœ ื”ืžืคื” ื•ืืช ื”ืฉืขื” ื”ืžืฉื•ืขืจืช.
  • ื”ืฉืœื™ื— ื™ื›ื•ืœ ืœื›ืชื•ื‘ ืœืœืงื•ื— ื‘ืฆ'ืื˜ ืžื”ืืคืœื™ืงืฆื™ื”.
  • ื”ืœืงื•ื— ื™ื›ื•ืœ ืœื›ืชื•ื‘ ืœืฉืœื™ื— ื‘ืฆ'ืื˜ ืžื”ืืคืœื™ืงืฆื™ื”.
  • ื—ืžืฉ ื“ืงื•ืช ืœืคื ื™ ื”ื”ื’ืขื” ื”ืœืงื•ื— ืžืงื‘ืœ ื”ื•ื“ืขื” ืฉื”ืฉืœื™ื— ืงืจื•ื‘, ืชืชื›ื•ื ื ื•.
  • ื”ืฉืœื™ื— ืžืฆื™ื™ืŸ ื‘ืคื ื™ื™ื” ืฉื”ื’ื™ืข ื•ืžื—ื›ื”.
  • ื”ืฉืœื™ื— ืžืชืงืฉืจ ืžื”ืืคืœื™ืงืฆื™ื” ื‘ืœื—ื™ืฆื” ืื—ืช ื•ืžื“ื•ื•ื— ื›ื™ (ืขื•ืœื”, ืžืชืงืจื‘ ื•ื›ื•')
  • ื”ืœืงื•ื— ืžืงื‘ืœ ืืช ื”ื”ื–ืžื ื” ื•ืžื–ื™ืŸ ืืช ืงื•ื“ ื”-PIN ืžื”ืืคืœื™ืงืฆื™ื” ืื• SMS ืœืื™ืฉื•ืจ ื”ืžืฉืœื•ื—.(ื›ื—ืชื™ืžื”) ื›ืš ืฉื”ืฉืœื™ื— ืœื ื™ื•ื›ืœ ืœื”ืฉืœื™ื ืืช ื”ืžืฉืœื•ื— ืžืจืืฉ ืื ืื™ื—ืจ.
  • ื”ื”ื–ืžื ื” ืžืกื•ืžื ืช ื›ืžืกื™ืจื” ื‘ืžืขืจื›ืช.

ื‘ื ื•ืกืฃ ื›ืžื” ืชืจื—ื™ืฉื™ื ื—ืœื•ืคื™ื™ื:

  • ื”ืฉืœื™ื— ื™ื›ื•ืœ ืœืกืžืŸ ืืช ื”ื”ื–ืžื ื” ื›ืœื ื ืžืกืจื” ื•ืœื‘ื—ื•ืจ ืกื™ื‘ื”.
  • ื”ืฉืœื™ื—, ืื ื‘ืื™ื—ื•ืจ, ื™ื›ื•ืœ ืœื”ื ืคื™ืง ืชืขื•ื“ื” ืืœืงื˜ืจื•ื ื™ืช ื‘ืืžืฆืขื•ืช SMS ื‘ืœื—ืฆืŸ ืื—ื“. ืœื—ืœื•ืคื™ืŸ, ื”ืชืขื•ื“ื” ืžื’ื™ืขื” ืื•ื˜ื•ืžื˜ื™ืช ืื ืœื ืžืชืงื™ื™ื ื–ืžืŸ ื”ืืกืคืงื”.

ื”ืชื—ื•ืฉื” ืฉืœ ื”ืกื™ื›ื•ื™ื™ื ื•ื”ื ื—ื™ืฆื•ืช ืฉืœ ื”ืคืจื•ื™ืงื˜ ื”ื–ื”, ื›ืžื•ื‘ืŸ, ื”ื™ื™ืชื” ืžืžืจื™ืฆื”.

ืœืžื—ืจืช, ื”ืœื›ืชื™ ืœืืจื•ื—ืช ืฆื”ืจื™ื™ื ืขื ื”ืฆื•ื•ืช ื•ื“ื ืชื™ ืื™ืš ืชื™ืจืื” ื”ืคื•ื ืงืฆื™ื•ื ืœื™ื•ืช ื”ืžื™ื ื™ืžืœื™ืช ืฉืœ ื”ืืคืœื™ืงืฆื™ื”.

ื›ืชื•ืฆืื” ืžื›ืš, ื ื•ืฆืจื” ื”ืจืฉื™ืžื” ื”ื‘ืื” ืฉืœ ืžื” ืฉื”ื™ื” ืฆืจื™ืš ืœืขืฉื•ืช ื‘ื”ืืงืชื•ืŸ:

  • ื”ื™ื›ื ืก ืœืงื•ืคื” ื”ืžืฉืœื•ื—ื™ื.
  • ื”ืฆื’ ืืช ื”ืžื™ืงื•ื ื”ื ื•ื›ื—ื™.
  • ืฉืœื— ื ืชื•ื ื™ื ืœ-API ื—ื™ืฆื•ื ื™ (ืงื•ืื•ืจื“ื™ื ื˜ื•ืช, ืงื™ื‘ืœ ืืช ื”ื”ื–ืžื ื”, ืžืกืจ ืืช ื”ื”ื–ืžื ื”).
  • ืงื‘ืœ ื ืชื•ื ื™ื ืž-API ื—ื™ืฆื•ื ื™ (ื”ื–ืžื ื•ืช ืฉืœื™ื—ื™ื ื ื•ื›ื—ื™ื•ืช).
  • ืฉืœื— ืื™ืจื•ืข ืขืœ ื›ืš ืฉื”ื•ื ืœืงื— ืืช ื”ื”ื–ืžื ื” ืœืžืฉืœื•ื—/ืžืกืจ.
  • ื”ืฆื’ ืืช ื”ืžื™ืงื•ื ื”ื ื•ื›ื—ื™ ืฉืœ ื”ืฉืœื™ื— ืขืœ ื”ืžืคื” ื‘ืืชืจ.

ื”ืขื‘ื•ื“ื” ื”ืขื™ืงืจื™ืช, ื›ืคื™ ืฉื–ื” ื ืจืื”, ื”ื™ื™ืชื” ืœื™ืฆื•ืจ ืืช ื”-backend, ืืช ื”ืืคืœื™ืงืฆื™ื” ืขืฆืžื” (ืœืื—ืจ ื“ื™ื•ื ื™ื, ื‘ื—ืจื ื• ื‘-ReactNative ืœืคืชื— ืืช ื”ืืคืœื™ืงืฆื™ื”, ืื• ืœื™ืชืจ ื“ื™ื•ืง, ืืช ื”ื›ืจื™ื›ื” ืฉืžืขืœื™ื” - expo.io, ืžื” ืฉืžืืคืฉืจ ืœืš ืœื ืœื›ืชื•ื‘ ืงื•ื“ ืžืงื•ืจื™ ื‘ื›ืœืœ). ืžื‘ื—ื™ื ืช ื”-backend, ื‘ื”ืชื—ืœื” ื”ื™ื™ืชื” ืชืงื•ื•ื” ืœ-Vanya Zverev, ืฉื›ืŸ ื”ื•ื ื”ื™ื” ืžื ื•ืกื” ื‘ืขื‘ื•ื“ื” ืขื ืชื‘ื ื™ืช ื”ืฉื™ืจื•ืช ืฉืœื ื• ื•-k8s (ืฉืื™ื–ื” ืชืคืงื™ื“ ื”ื•ื ืœืงื— ืขืœ ืขืฆืžื•). ืื ื™ ื•ืื ื“ืจื™ื™ ืกืจืคืื ื•ื‘ ื ื’ืขื• ื‘-ReactNative.

ื”ื—ืœื˜ืชื™ ืœื ืกื•ืช ืœื™ืฆื•ืจ ืžื™ื“ ืžืื’ืจ ืขื•ื‘ื“ ืขื‘ื•ืจ ื”ืคืจื•ื™ืงื˜ ืขืฆืžื•. ื‘-12 ื‘ืœื™ืœื” ื ืชืงืœืชื™ ื‘ืขื•ื‘ื“ื” ืฉืžื™ืงื•ื ื’ื™ืื•ื’ืจืคื™ ื‘ืจืงืข ืœื ืขื•ื‘ื“ ื˜ื•ื‘ ื‘-ReactNative, ืื ืœื ื›ื•ืชื‘ื™ื ืงื•ื“ ืžืงื•ืจื™, ื”ื™ื™ืชื™ ืงืฆืช ืžืชื•ืกื›ืœ. ื•ืื– ืฉื—ืจืจืชื™ ื›ืฉื”ื‘ื ืชื™ ืฉืื ื™ ืงื•ืจื ืืช ื”ืชื™ืขื•ื“ ืœื ืฉืœ ืžืกื’ืจืช expo.io, ืืœื ืฉืœ ReactNative. ื›ืชื•ืฆืื” ืžื›ืš, ื‘ืขืจื‘ ื›ื‘ืจ ื”ื™ื” ื‘ืจื•ืจ ืœื™ ืื™ืš ืœืงื‘ืœ ืืช ื”ืžื™ืงื•ื ื”ื ื•ื›ื—ื™ ื‘-expo.io ื•ืœืฆื™ื™ืจ ืžืกื›ื™ื ื ืคืจื“ื™ื (ืœื›ื ื™ืกื”, ืชืฆื•ื’ืช ื”ื–ืžื ื” ื•ื›ื•').

ืงื•ื“ื™ื-ืคื™ืฆื”

ื‘ื‘ื•ืงืจ, ื‘ื”ืืงืชื•ืŸ, ื”ื ืคื™ืชื• ืืช ื’ืœื‘ ืœืคืจื•ื™ืงื˜ ื”ืกื•ืคืจ-ืžื‘ื˜ื™ื— ืฉืœื”ื. ืžื”ืจ ืžืื•ื“ ื”ื ื”ื’ื™ืขื• ืœืชื•ื›ื ื™ืช ืžื” ืœืขืฉื•ืช.

ืงื•ื“ื™ื-ืคื™ืฆื”

ื”ื ืขืฉื• ื˜ืขื•ืช ื›ืืฉืจ ื‘ื”ืชืื ืœืชื‘ื ื™ืช ื”ืคืจื•ื™ืงื˜ ื ื™ืกื• ืœื™ืฆื•ืจ ืชืงืฉื•ืจืช ืœื ื“ืจืš HTTP, ืืœื ื“ืจืš GRPC, ืžืื—ืจ ืฉืืฃ ืื—ื“ ืœื ื™ื“ืข ืœื‘ื ื•ืช ืœืงื•ื— GRPC ืขื‘ื•ืจ JavaScript. ื›ืชื•ืฆืื” ืžื›ืš, ืœืื—ืจ ืฉื”ืฉืงื™ืขื• ืขืœ ื–ื” ื›ืฉืขื” ื•ื—ืฆื™, ื”ื ื ื˜ืฉื• ืืช ื”ืจืขื™ื•ืŸ ื”ื–ื”. ื‘ื’ืœืœ ื–ื”, ื”ื—ื‘ืจ'ื” ืžืื—ื•ืจ ื”ื—ืœื• ืœื™ืฆื•ืจ ืžื—ื“ืฉ ืืช ื”ืฉืจืช ื”ืžื•ื’ืžืจ ืž-GRPC ืœ-WebApi. ืื—ืจื™ ื—ืฆื™ ืฉืขื”, ืกื•ืฃ ืกื•ืฃ, ื”ืฆืœื—ื ื• ืœื”ื’ื“ื™ืจ ืชืงืฉื•ืจืช ื‘ื™ืŸ ื”ืืคืœื™ืงืฆื™ื” ืœ-backend, ื”ื ื”. ืื‘ืœ ื‘ืื•ืชื• ื–ืžืŸ, ื’ืœื‘ ื›ืžืขื˜ ืกื™ื™ื ืืช ื”ืคืจื™ืกื” ืœ-k8s ื•ื‘ื ื•ืกืฃ ืคืจื™ืกื” ืื•ื˜ื•ืžื˜ื™ืช ืขืœ ื™ื“ื™ ื”ืชื—ื™ื™ื‘ื•ืช ืœืžืืกื˜ืจ. ๐Ÿ™‚

ื›ืื—ืกื•ืŸ, ื‘ื—ืจื ื• ื‘-MySQL ื›ื“ื™ ืœื ืœื”ืกืชื›ืŸ ืœืคื—ื•ืช ืขื ื‘ืกื™ืก ื”ื ืชื•ื ื™ื (ื”ื™ื• ืžื—ืฉื‘ื•ืช ืขืœ CosmosDb).

ืงื•ื“ื™ื-ืคื™ืฆื”

ืœืกื™ื›ื•ื:

  • ืžื™ื•ืฉื ืฉืžื™ืจืช ื”ืงื•ืื•ืจื“ื™ื ื˜ื•ืช ื”ื ื•ื›ื—ื™ื•ืช ืฉืœ ื”ืฉืœื™ื— ืžื”ืืคืœื™ืงืฆื™ื” ืœืžืื’ืจ.
  • ื“ืคืงื ื• ืืช RabbitMQ ื•ื ืจืฉืžื ื• ืœื”ื•ื“ืขื•ืช ืขืœ ื”ื”ื–ืžื ื” ืฉื ืœืงื—ื” ืขืœ ื™ื“ื™ ื”ืฉืœื™ื— ืขืœ ืžื ืช ืœื”ืฆื™ื’ ืžื™ื“ ืืช ื”ื”ื–ืžื ื” ืžื”ืฉืœื™ื— ื‘ืืคืœื™ืงืฆื™ื”.
  • ื”ืชื—ืœื ื• ืœื—ืกื•ืš ืืช ื–ืžืŸ ืžืกื™ืจืช ื”ื”ื–ืžื ื” ืœืžืื’ืจ ืœืื—ืจ ืฉื”ืฉืœื™ื— ืœื—ืฅ ืขืœ ื”ื›ืคืชื•ืจ ื‘ืืคืœื™ืงืฆื™ื”. ืœื ื”ืกืคืงื ื• ืœื”ื•ืกื™ืฃ ืฉืœื™ื—ืช ืื™ืจื•ืข ื—ื–ืจื” ืœืืจื‘ื•ืŸ ืฉื”ื”ื–ืžื ื” ื ืžืกืจื”.
  • ืขืจื›ืชื™ ืชืฆื•ื’ืช ืžืคื” ื‘ื“ืฃ ื”ื”ื–ืžื ื” ื”ื ื•ื›ื—ื™ืช ื‘ืืชืจ ืขื ื”ืžื™ืงื•ื ื”ื ื•ื›ื—ื™ ืฉืœ ื”ืฉืœื™ื—. ืื‘ืœ ื”ืคื•ื ืงืฆื™ื•ื ืœื™ื•ืช ื”ื–ื• ื ืฉืืจื” ืžืขื˜ ืœื ื’ืžื•ืจื”, ืžื›ื™ื•ื•ืŸ ืฉืœื ื ื™ืชืŸ ื”ื™ื” ืœื”ื’ื“ื™ืจ ืืช CORS ื‘ืกื‘ื™ื‘ื” ื›ื“ื™ ืœืงื‘ืœ ืงื•ืื•ืจื“ื™ื ื˜ื•ืช ืžื”ืฉื™ืจื•ืช ื”ื—ื“ืฉ ืฉืœื ื•.

M87

ืจื•ืžื ื‘ื•ืงื™ืŸ, ื’ื•ืฉื” ืคื•ืœื‘ื•ื™ (ื’'ื•ืจื’'ืคื•ืœื‘ื•ื™), ืืจื˜ื™ื•ื ื˜ืจื•ืคื™ืžื•ืฉืงื™ืŸ

ืจืฆื™ื ื• ืœื™ื™ืฉื ืกืคืง OpenID Connect, ืžื›ื™ื•ื•ืŸ ืฉื›ืจื’ืข ืื ื—ื ื• ืžืฉืชืžืฉื™ื ื‘ืคืจื•ื˜ื•ืงื•ืœ ืื™ืžื•ืช ืžืฉืœื ื•, ื•ื–ื” ื™ื•ืฆืจ ืžืกืคืจ ืงืฉื™ื™ื: ืกืคืจื™ื•ืช ืœืงื•ื— ืžื•ืชืืžื•ืช ืื™ืฉื™ืช, ืขื‘ื•ื“ื” ืœื ื ื•ื—ื” ืฉืœ ืฉื•ืชืคื™ื ื—ื™ืฆื•ื ื™ื™ื, ืื•ืœื™ ื‘ืขื™ื•ืช ืื‘ื˜ื—ื” (ืื—ืจื™ ื”ื›ืœ, OAuth2.0 ื•-OpenID ื—ื™ื‘ื•ืจ ื‘ื™ื™ืฉื•ื ื”ื”ืชื™ื™ื—ืกื•ืช ื™ื›ื•ืœ ืœื”ื™ื—ืฉื‘ ื‘ื˜ื•ื—, ืื‘ืœ ืื ื™ ืœื ื‘ื˜ื•ื— ืœื’ื‘ื™ ื”ืคืชืจื•ืŸ ืฉืœื ื•).

ืงื•ื“ื™ื-ืคื™ืฆื”

ื™ืฆืจื ื• ืฉื™ืจื•ืช ื ืคืจื“ ืฉืžื—ืงื” ืฉื™ืจื•ืช ืื—ืกื•ืŸ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื ืขืœ ืžื ืช ืœื™ืฆื•ืจ ืžื•ื“ืœ ืงื˜ืŸ ืฉืœ ืกืคืง ืื™ืžื•ืช ืžื“ื™ื ื”-ืื’ื ื•ืกื˜ื™ ืฉื™ืขื‘ื•ืจ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื ืœืฉื™ืจื•ืช ื ืคืจื“ (ื–ื” ื™ืืคืฉืจ ื‘ืขืชื™ื“ ืœืงื‘ืœ ืฉื™ืจื•ืช ืื—ื“ ืขื ืืฉืจ ื ื™ืชืŸ ืœื”ื™ื›ื ืก ืขื ื”ืงืœื˜ืช ื—ืฉื‘ื•ืŸ ื‘ื›ืœ ืžื“ื™ื ื”, ื•ื‘ื• ื–ืžื ื™ืช ืœืฆื™ื™ืช ืœ-GDPR ื•ืœื—ื•ืงื™ื ืคื“ืจืœื™ื™ื ืื—ืจื™ื). ืขืฉื™ื ื• ืืช ื”ื—ืœืง ื”ื–ื”, ื‘ื“ื™ื•ืง ื›ืžื• ื”ืกืคืง, ื•ืงื™ืฉืจื ื• ืื•ืชื ื‘ื”ืฆืœื—ื” ื–ื” ืœื–ื”. ืœืื—ืจ ืžื›ืŸ, ื”ื™ื” ืฆื•ืจืš ืœื™ืฆื•ืจ API ืฉื™ื”ื™ื” ืžื•ื’ืŸ ืขืœ ื™ื“ื™ ื”ืืกื™ืžื•ื ื™ื ืฉื”ืกืคืง ืžื ืคื™ืง, ื™ืชืžื•ืš ื‘ื‘ื“ื™ืงื” ืคื ื™ืžื” ืฉืœื”ื ื“ืจืš ื”ืกืคืง ื•ื™ื—ื–ื™ืจ ื ืชื•ื ื™ื ืžืื•ื‘ื˜ื—ื™ื ืื ื”ื‘ืงืฉื” ืชืขืžื•ื“ ื‘ืžื“ื™ื ื™ื•ืช ื”ื”ืจืฉืื” (ืื ื• ื‘ื•ื“ืงื™ื ืฉื”ืžืฉืชืžืฉ ืžืื•ืžืช ื‘ื”ืชืื ืœ- ืกื›ื™ืžืช ื ื•ืฉื, ื”ืืกื™ืžื•ืŸ ืฉืœื• ืžื›ื™ืœ ื”ื™ืงืฃ ืžืกื•ื™ื + ืœืžืฉืชืžืฉ ืขืฆืžื• ื™ืฉ ื”ืจืฉืื” ืฉืžืืคืฉืจืช ืœื‘ืฆืข ืืช ื”ืฉื™ื—ื”). ื’ื ื”ื—ืœืง ื”ื–ื” ื”ื•ืฉืœื. ื”ืจื›ื™ื‘ ื”ืื—ืจื•ืŸ ื”ื™ื” ืœืงื•ื— JavaScript ืฉื™ื™ื ืชืŸ ืœื• ืืกื™ืžื•ืŸ ืฉื‘ืืžืฆืขื•ืชื• ื ื™ืชืŸ ืœืงืจื•ื ืœ-API ืžืื•ื‘ื˜ื—. ืœื ื”ืกืคืงื ื• ืœืขืฉื•ืช ืืช ื”ื—ืœืง ื”ื–ื”. ื›ืœื•ืžืจ, ื›ืœ ื”ื—ืœืง ื”ืคื•ื ืงืฆื™ื•ื ืœื™ ื”ื™ื” ืžื•ื›ืŸ, ืื‘ืœ ื”ื—ืœืง ื”ืงื“ืžื™ ืœื ื”ื™ื” ืžื•ื›ืŸ ืœื”ื“ื’ื™ื ืืช ื”ื‘ื™ืฆื•ืขื™ื ืฉืœ ื”ืžืขืจื›ืช ื›ื•ืœื”.

E-E-E (ืฆืขืฆื•ืข)

ื“ื™ืžื” ืืคื•ื ืฆ'ื ืงื•, ืกืฉื” ืงื•ื ื•ื‘ืœื•ื‘

ื”ื›ื ื• ืžื™ื ื™-ืฆืขืฆื•ืข ืขืœ ื™ื•ื ืง ืฉื‘ื• ื™ื“ื™ื™ื ืฆื—ื•ืจื•ืช ืฉืžื™ื ื ืงื ื™ืง ืขืœ ืคื™ืฆื”. ื‘ืžืงืจื” ืฉืฉืžืชื ืืช ื”ื ืงื ื™ืงื™ื™ื” ื‘ืฆื•ืจื” ืœื ื ื›ื•ื ื”, ื”ื›ืชื•ื‘ืช ื”ืขืฆื•ื‘ื” "ื ื“ื—ื”" ืžื•ืคื™ืขื” ืขืœ ื”ืžืกืš, ื•ืื ื›ืœ ื”ื ืงื ื™ืงื™ื™ื” ื ื–ืจืงืช ื ื›ื•ืŸ, ืื– ืžื•ืคื™ืขื” ืขื•ื‘ื“ื” ืืงืจืื™ืช ืœื’ื‘ื™ ืคื™ืฆื”.

ืงื•ื“ื™ื-ืคื™ืฆื”

ื”ื ืจืฆื• ืœืขืฉื•ืช ืืช ื”ืจืžื” ื”ืฉื ื™ื™ื” ืขื ื–ืจื™ืงืช ืขื’ื‘ื ื™ื•ืช, ืื‘ืœ ืœื ื”ื™ื” ืœื”ื ื–ืžืŸ.

ืงื•ื“ื™ื-ืคื™ืฆื”

ื”ืžืฉืš ืงืฆืจ: ืžื™ ื ื™ืฆื—?

ืœืคื ื™ ื”ื”ืืงืชื•ืŸ ืฉื•ื—ื—ื ื• ืขื ื”ื—ื‘ืจ'ื” ื•ืฉืืœืชื™ ืื™ื–ื” ืคืจืก ื”ื ื”ื™ื• ืจื•ืฆื™ื ืœืงื‘ืœ ืื ื”ื ื™ื–ื›ื•. ื”ืชื‘ืจืจ ืฉื”ืคืจืก ื”ื™ืงืจ ื‘ื™ื•ืชืจ ื™ื”ื™ื” "ื”ื“ืจืš ืœื“ืจื‘ืŸ".

ืงื•ื“ื™ื-ืคื™ืฆื”

ืœื›ืŸ, ืฆืคื• ืžืื™ืชื ื• ื‘ืงืจื•ื‘ ืœื”ื›ืจื–ื” ืขืœ ืžืฉื—ืง ืขื ืขื˜ื™ื ืฉื–ื•ืจืงื™ื ืคืคืจื•ื ื™ ืขืœ ืคื™ืฆื”.

ื›ืคื™ ืฉืงื•ืจื ืงืฉื•ื‘ ื™ื›ื•ืœ ืœื”ื‘ื—ื™ืŸ, ื ื‘ื—ืจืช "E-E-E (ืฆืขืฆื•ืข)" ื ื™ืฆื—ื”. ืžื–ืœ ื˜ื•ื‘ ื—ื‘ืจื™ื!

ืจืง ืžืฉืชืžืฉื™ื ืจืฉื•ืžื™ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืชืฃ ื‘ืกืงืจ. ืœื”ืชื—ื‘ืจื‘ื‘ืงืฉื”.

ืื™ื–ื” ืคืจื•ื™ืงื˜ ื”ื›ื™ ืื”ื‘ืช?

  • ืื•ืœื’ ืœืจื ื™ื ื’ (ืœืžื™ื“ืช ืžื›ื•ื ื”)

  • ืžืžืฉืง ืžืฉืชืžืฉ ืขื‘ื•ืจ NOOBS

  • CourierGo

  • M87

  • ืื”-ืื”

5 ืžืฉืชืžืฉื™ื ื”ืฆื‘ื™ืขื•. 3 ืžืฉืชืžืฉื™ื ื ืžื ืขื•.

ืžืงื•ืจ: www.habr.com

ื”ื•ืกืคืช ืชื’ื•ื‘ื”