Skip to content

๐Ÿง  ื“ืคื™ ืขื–ืจ (Cheat Sheets) ืœืžืชื›ื ืชื™ื ื•ืœืœื•ืžื“ื™ื

ืจื™ื›ื•ื– ืชืžืฆื™ืชื™ ืฉืœ ื”ืคืงื•ื“ื•ืช, ื”ื›ืœื™ื ื•ื”ืงื•ื ืกืคื˜ื™ื ืฉืืชื ื‘ืืžืช ืฆืจื™ื›ื™ื โ€”
ืœืฉื ืŸ ืœืคื ื™ ืžื‘ื—ืŸ, ืœื”ืชื›ื•ื ืŸ ืœืจืื™ื•ืŸ, ืื• ืคืฉื•ื˜ ืœืฉืžื•ืจ ื‘ื”ื™ืฉื’ ื™ื“ ื‘ื–ืžืŸ ืขื‘ื•ื“ื”.

๐Ÿ“Œ ืคื™ื™ืชื•ืŸ, ื’ื™ื˜, SQL, Regex, JavaScript ื•ืขื•ื“ โ€” ื‘ืžืงื•ื ืื—ื“, ื‘ืฆื•ืจื” ื ื•ื—ื” ื•ื‘ืจื•ืจื”.

ืœืœืžื•ื“ ื—ื›ื. ืœืงื•ื“ื“ ืžื”ืจ. ืœื—ื–ื•ืจ ื›ืฉืฆืจื™ืš.

๐Ÿ” ืื—ืกื•ืŸ ืกื•ื“ื•ืช ื‘-Google Colab

ื‘ืขื™ื” ืคืชืจื•ืŸ SecretNotFoundError ื‘ื“ืงื• ืจื™ืฉื™ื•ืช ื•ื ื•ื›ื—ื•ืช ืกื•ื“ ื‘ืคืื ืœ PermissionError ืืคืฉืจื• ื’ื™ืฉื” ืœืกื•ื“ ื‘ืžื—ื‘ืจืช ื”ื ื•ื›ื—ื™ืช ืžืคืชื— ืœื ืคืขื™ืœ ืขื“ื›ื ื• ืืช ื”ืกื•ื“ ืขื ืขืจืš ื—ื“ืฉ

ืœืžื” ื”ืงื•ื‘ืฅ ื”ื›ื™ ื—ืฉื•ื‘ ื‘ืคืจื•ื™ืงื˜ ื”ื•ื ืœื ืงื•ื‘ืฅ ืงื•ื“?

ื‘ืขื•ืœื ื”ืคืชื•ื— ืฉืœ ืงื•ื“ ืคืชื•ื—, ื‘ืœื™ README, ืืชื” ืกืชื ืขื•ื“ ืชื™ืงื™ื” ื ื˜ื•ืฉื” ื‘ืื™ื ื˜ืจื ื˜ Contents ืื– ืžื” ื–ื” ื‘ืขืฆื README.md?ืœืžื” ื›ืœ ื›ืš ื—ืฉื•ื‘ ืœื”ืฉืงื™ืข ื‘ื•?ืื– ืื™ืš ื ืจืื” README ื˜ื•ื‘?๐Ÿ“„ ื“ื•ื’ืžื” ืžืœืื” ืœ-README.md:ืœืกื™ื›ื•ืืื– ืžื” ื–ื” ื‘ืขืฆื README.md?… Read More »ืœืžื” ื”ืงื•ื‘ืฅ ื”ื›ื™ ื—ืฉื•ื‘ ื‘ืคืจื•ื™ืงื˜ ื”ื•ื ืœื ืงื•ื‘ืฅ ืงื•ื“?

ืชื•ืคืขื•ืช ืœื•ื•ืื™ ื‘ืงื•ื“

ื‘ืขื•ืœื ื”ืคื™ืชื•ื—, ื•ื‘ืžื™ื•ื—ื“ ื‘ืชื›ื ื•ืช ืคื•ื ืงืฆื™ื•ื ืœื™, ื”ืžื•ื ื— "ืชื•ืคืขื•ืช ืœื•ื•ืื™" ืื™ื ื• ืจืง ื‘ื™ื˜ื•ื™ ืจืคื•ืื™ ืชืžื™ื โ€“ ื”ื•ื ืžื™ื™ืฆื’ ืกื›ื ื” ืžืžืฉื™ืช ืœื™ืฆื™ื‘ื•ืช ื•ืืžื™ื ื•ืช ื”ืงื•ื“. ื‘ืžืืžืจ ื–ื” ื ืฆืœื•ืœ ืœืขื•ืžืง ื”ื ื•ืฉื: ื ื‘ื™ืŸ ืžื”ืŸ ืคื•ื ืงืฆื™ื•ืช ื˜ื”ื•ืจื•ืช, ื›ื™ืฆื“ ืฉื™ื ื•ื™ื™ื ืกืžื•ื™ื™ื ื‘ืงื•ื“ ืขืœื•ืœื™ื… Read More »ืชื•ืคืขื•ืช ืœื•ื•ืื™ ื‘ืงื•ื“

ืžื“ื•ืข ื ื—ื•ืฅ copy ื‘ืคื™ื™ืชื•ืŸ?

Contents ืฉื ื™ ืกื•ื’ื™ ื”ืขืชืงื”ื”ืขืชืงื” ืจื“ื•ื“ื” (copy.copy)ื”ืขืชืงื” ืขืžื•ืงื” (copy.deepcopy)ืžืชื™ ืœื”ืฉืชืžืฉ?ืฉื ื™ ืกื•ื’ื™ ื”ืขืชืงื” ื”ืžื•ื“ื•ืœ copy ื›ื•ืœืœ ืฉืชื™ ืคื•ื ืงืฆื™ื•ืช ืขื™ืงืจื™ื•ืช: ื”ื”ื‘ื“ืœ ื”ืžืจื›ื–ื™ ื‘ื™ื ื™ื”ืŸ ื”ื•ื ืื•ืคืŸ ื”ื”ืชืžื•ื“ื“ื•ืช ืขื ืื•ื‘ื™ื™ืงื˜ื™ื ืžืงื•ื ื ื™ื, ื›ืœื•ืžืจ ืžื‘ื ื™ื ื”ืžื›ื™ืœื™ื ืื•ื‘ื™ื™ืงื˜ื™ื ื ื•ืกืคื™ื ื‘ืชื•ื›ื (ื›ืžื• ืจืฉื™ืžื•ืช ืฉืœ… Read More »ืžื“ื•ืข ื ื—ื•ืฅ copy ื‘ืคื™ื™ืชื•ืŸ?

ืžื”ื• Google Colab?

Google Colab ื”ื™ื ืคืœื˜ืคื•ืจืžืช ืขื ืŸ ืฉื ื•ืฆืจื” ืขืœ ื™ื“ื™ Google, ื”ืžื™ื•ืขื“ืช ืœืขื‘ื•ื“ื” ืขื ืžื—ื‘ืจื•ืช Jupyter Notebook ืื™ื ื˜ืจืืงื˜ื™ื‘ื™ื•ืช. ื”ื™ื ืžืกืคืงืช ื›ืœื™ื ืขื•ืฆืžืชื™ื™ื ืœื›ืชื™ื‘ื” ื•ื”ืจืฆืช ืงื•ื“ ื‘-Python, ื ื™ืชื•ื— ื ืชื•ื ื™ื, ืื™ืžื•ืŸ ืžื•ื“ืœื™ื ืฉืœ ืœืžื™ื“ืช ืžื›ื•ื ื” ื•ืขื‘ื•ื“ื” ืฉื™ืชื•ืคื™ืช ืขืœ ืคืจื•ื™ืงื˜ื™ื.… Read More »ืžื”ื• Google Colab?

ื›ื™ืฆื“ ืœืชืงืŸ ืืช ื”ืฉื’ื™ืื” SSLCertVerificationError ื‘ืคื™ื™ืชื•ืŸ

     ื ืชืงืœืชื ื‘ืฉื’ื™ืื” SSLCertVerificationError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed ื‘ืขืช ื ื™ืกื™ื•ืŸ ืœื‘ืฆืข ื‘ืงืฉืช HTTPS ื‘ืคื™ื™ืชื•ืŸ ื‘ืืžืฆืขื•ืช requests ืื• urllib3? ื‘ืžืืžืจ ื–ื” ืืฆื™ื’ ื›ื™ืฆื“ ืœืื‘ื—ืŸ ื•ืœืชืงืŸ ื‘ืขื™ื” ื–ื•. ื”ืฉื’ื™ืื” ืžืฆื™ื™ื ืช ืฉืคื™ื™ืชื•ืŸ ืœื ื”ืฆืœื™ื— ืœืืžืช ืืช ืชืขื•ื“ืช… Read More »ื›ื™ืฆื“ ืœืชืงืŸ ืืช ื”ืฉื’ื™ืื” SSLCertVerificationError ื‘ืคื™ื™ืชื•ืŸ

args ื•-kwargs

ืื•ืงื™ื™, ื”ื ื” ื”ืชืจื’ื•ื ืฉืœ ื”ืžืืžืจ ืœืขื‘ืจื™ืช: ืชื•ื›ืŸ ืขื ื™ื™ื ื™ื [ื”ืกืจ ืคืจืกื•ืžื•ืช][ืฆืคื” ื›ืขืช] ืœืžื“ืจื™ืš ื–ื” ื™ืฉ ืงื•ืจืก ื•ื™ื“ืื• ืงืฉื•ืจ ืฉื ื•ืฆืจ ืขืœ ื™ื“ื™ ืฆื•ื•ืช Real Python. ืฆืคื” ื‘ื• ื™ื—ื“ ืขื ื”ืžื“ืจื™ืš ื”ื›ืชื•ื‘ ื›ื“ื™ ืœื”ืขืžื™ืง ืืช ื”ื‘ื ืชืš: Python args… Read More »args ื•-kwargs

ื™ื™ื—ื•ื“ื™ื•ืช ื•ืฉื™ืžื•ืฉื™ื ืฉืœ set

A. ืงื‘ื•ืฆื•ืช ืžืกื•ื“ืจื•ืช ื•ื™ื›ื•ืœื•ืช ืœื”ื›ื™ืœ ืืœืžื ื˜ื™ื ื›ืคื•ืœื™ื, ืžื” ืฉื”ื•ืคืš ืื•ืชืŸ ืœืื™ื“ื™ืืœื™ื•ืช ืœืคืขื•ืœื•ืช ืžืชืžื˜ื™ื•ืช.B. ืงื‘ื•ืฆื•ืช ืื™ื ืŸ ืžืกื•ื“ืจื•ืช ื•ืžืื—ืกื ื•ืช ืจืง ืืœืžื ื˜ื™ื ื™ื™ื—ื•ื“ื™ื™ื. ื”ืŸ ื™ืขื™ืœื•ืช ืœื‘ื“ื™ืงืช ืฉื™ื™ื›ื•ืช ืฉืœ ืืœืžื ื˜ ื•ืœื‘ื™ืฆื•ืข ืคืขื•ืœื•ืช ืžืชื•ืจืช ื”ืงื‘ื•ืฆื•ืช (ืื™ื—ื•ื“, ื—ื™ืชื•ืš).C. ืงื‘ื•ืฆื•ืช ื ื™ืชื ื•ืช ืœืฉื™ื ื•ื™… Read More »ื™ื™ื—ื•ื“ื™ื•ืช ื•ืฉื™ืžื•ืฉื™ื ืฉืœ set

ืื—ืกื•ืŸ ื‘ื˜ื•ื— ืฉืœ ืžืคืชื—ื•ืช ื•ืกื™ืกืžืื•ืช ื‘-Python ื‘ืขื–ืจืช ืงื‘ืฆื™ .env

ื›ืืฉืจ ืื ื• ื›ื•ืชื‘ื™ื ืงื•ื“, ื‘ืžื™ื•ื—ื“ ื‘ืคืจื•ื™ืงื˜ื™ื ืฉื“ื•ืจืฉื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืฉื™ืจื•ืชื™ื ื—ื™ืฆื•ื ื™ื™ื, ืื ื• ื ืชืงืœื™ื ื‘ื ืชื•ื ื™ื ืจื’ื™ืฉื™ื: ืกื™ืกืžืื•ืช, ืžืคืชื—ื•ืช API, ืืกื™ืžื•ื ื™ ื’ื™ืฉื” ื•ื›ื•'. ืœื”ื˜ืžื™ืข ืขืจื›ื™ื ืืœื• ื™ืฉื™ืจื•ืช ื‘ืงื•ื“ โ€“ ืžืกื•ื›ืŸ ื•ืœื ืžื•ืžืœืฅ. ื‘ืžืงื•ื ื–ืืช, ืžื•ืžืœืฅ ืœื”ืฉืชืžืฉ ื‘ืงื•ื‘ืฅ… Read More »ืื—ืกื•ืŸ ื‘ื˜ื•ื— ืฉืœ ืžืคืชื—ื•ืช ื•ืกื™ืกืžืื•ืช ื‘-Python ื‘ืขื–ืจืช ืงื‘ืฆื™ .env

ืคืงื•ื“ื•ืช cmd:

1. ื ื™ื”ื•ืœ ืงื‘ืฆื™ื ื•ืกืคืจื™ื•ืช: 2. ืขื‘ื•ื“ื” ืขื ื›ื•ื ื ื™ื: 3. ื ื™ื”ื•ืœ ืžืขืจื›ืช: 4. ืจืฉืช: 5. ืคืงื•ื“ื•ืช ื ื•ืกืคื•ืช: 6. ืคืงื•ื“ื•ืช ืœืขื‘ื•ื“ื” ืขื ืงื‘ืฆื™ ืืฆื•ื•ื”: ืื–ื”ืจื”: