
ç¶ç¶çãªOSS掻åã«ãã£ãŠæ°å1幎ç®ãšã³ãžãã¢ãåŸããããã®[åç·š]
ã¿ãªããããã«ã¡ã¯ïŒ
ã¯ã³ãã£ãªã¢ã§ãšã³ãžãã¢ããã£ãŠããéç°(GithubïŒhttps://github.com/tsugumi-sys)ã§ãïŒ
2023幎4æã«æ°åãšã³ãžãã¢ãšããŠå
¥ç€Ÿããæ°åæ¡çšã¡ãã£ã¢ãONE CAREERãã®éçºããŒã ã«æå±ããŠããŸãã
ç¹ã«æè¿ã¯ãŠãŒã¶ãŒäœéšã®åäžãç®æãããŠãŒã¶ãŒè¡åãã°ã®æŽåãè§£æãã¡ã€ã³ã«åãçµãã§ããŸãã
æ¢ã«å¥èšäºã§ãè§ŠããŠããå 容ã§ã¯ãããŸãããã¯ã³ãã£ãªã¢ã§ã¯ãšã³ãžãã¢ã®æè¡ååäžã®ããã«ãOSSã³ã³ããªãã¥ãŒããæšé²ããŠããŸãã
ç§ã¯åŠçæä»£ããOSSã³ã³ããªãã¥ãŒããè¡ã£ãŠããŸããã瀟äŒäººã«ãªã£ãŠããã¯ãæ¥åã§ãææ¬²çã«OSSã®ã³ã³ããªãã¥ãŒããè¡ã£ãŠããŸããå®éã«ãã®å幎ã§åãçµãã§ããã³ã³ããªãã¥ãŒãã¯çŽ20ã»ã©ã§ãã
ä»åã®èšäºã§ã¯ãç§ãç¶ç¶ããŠã³ã³ããªãã¥ãŒããè¡ã£ãŠããèæ¯ãããããæ¥åã«ã©ã掻ããŠããã®ããã話ããŸãã
ãšã³ãžãã¢ã«ãªããŸã§ã®ç§
倧åŠã§ã¯çåŠéšã«æå±ããŠå°çç©çãªã©ãåŠãã§ããç§ã¯ãããææ¥ããã£ããã«å€§åŠ3幎çããããã°ã©ãã³ã°ãå§ããŸããã
4幎çããå§ãŸã£ã忥ç ç©¶ã§ã¯æ©æ¢°åŠç¿ã«é¢ããç ç©¶ã«åãçµã¿ãPythonã䜿çšããŠå®è£
ããŠããŸããã
ã¡ãªã¿ã«ããã¯ã¡ãã£ãšããèªæ ¢ã§ãããåŠçæä»£ã®è«æå·çã®ããã«å®è£ ããæ©æ¢°åŠç¿ã¢ãã«ã§ããªããžããªã¹ã¿ãŒã28ãããã ããããšããããŸãã
çŸåšã®æ¥åã§ã¯TypeScriptã»Pythonãã¡ã€ã³ã«æžããŠãããç ç©¶æã®çµéšãããæãã«æŽ»ãããŠãããªãšæããŠããŸãã
ä»ãŸã§ã«ã³ã³ããªãã¥ãŒãããOSS
å€§åŠæä»£ã«ã¯ã³ãã£ãªã¢ã§ã€ã³ã¿ãŒã³ãããŠããé ããã瀟å¡ã®æ¹ã ã«æ··ãã£ãŠOSSã®ã³ã³ããªãã¥ãŒããè¡ã£ãŠããŸããããã®ããã€ãã玹ä»ããŸãã
PyTorch
PyTorchã¯ã深局åŠç¿ãã¬ãŒã ã¯ãŒã¯ãšããŠåºãç¥ãããŠããã©ã€ãã©ãªã§ãã
ã³ã³ããªãã¥ãŒãã®ãã£ããã¯ãç ç©¶ã§äœ¿çšãããã£ãæç³»åã®ç»åäºæž¬ã¢ãã«ã«ãã䜿ãããMovingMNISTã®ããŒã¿ã»ããAPIãPyTorchã§å®è£
ãããŠããããèªäœããããšã§ãã
ãã®åŸããã£ããäœæããã®ã ããä»ã®äººã䜿ããããã«ã§ããããããªãšæããã³ã³ããªãã¥ãŒãããæµãã«ãªããŸããã
MLflow
MLflowã¯ãæ©æ¢°åŠç¿ã®å®éšç®¡çãã¯ãŒã¯ãããŒç®¡çã«ç¹åããã©ã€ãã©ãªã§ãããã¡ãããã£ããã¯å€§åŠã§ã®ç ç©¶ã§ããå®éšããŒã¿ã®ç®¡çã«ãã®ã©ã€ãã©ãªãçšããŠãäœ¿ãæ¹ããœãŒã¹ã³ãŒããèªãã§ãããã¡ã«èŠã€ãããã¹ãæŒããç°¡åãªlintãšã©ãŒã®ä¿®æ£ãè¡ããŸããã
https://github.com/mlflow/mlflow/pulls?q=is%3Apr+author%3Atsugumi-sys+is%3Aclosed
Moto
Motoã¯AWSã¢ãã¯ã©ã€ãã©ãªã§ãããAWSã®ãã¹ãç°å¢ãç°¡åã«æ§ç¯ã§ããŸããæ¥åäžãAWS Lambdaã®ãŠããããã¹ãã§Motoã䜿çšããŠããéã«ãæ©èœæŒããèŠã€ããããšããã£ããã§ãããæ¥åã§äœ¿ãäžã§ãŸã ãŸã æ¹åãããç®æã¯ãããããããããæè¿ã¯ãã®ãªããžããªãã¡ã€ã³ã«ã³ã³ããªãã¥ãŒãããŠããŸãã
https://github.com/getmoto/moto/pulls?q=is%3Apr+is%3Aclosed+author%3Atsugumi-sys
OSS掻åã§åŸãããããš
ãšã³ãžãã¢ãšããŠOSS掻åãè¡ãã¡ãªããã¯ãããããããŸããç¹ã«ãèªåã®ãããªæŽã®æµ ããšã³ãžãã¢ã«ãšã£ãŠã¯ã¢ãŠããããã®å ŽãšããŠæé«ã ãšæã£ãŠããŸããããã€ãå®éã«æããŠããæé·ãšçµéšã玹ä»ããŸãã
ãŸããã³ãŒããªãŒãã£ã³ã°ã®é床ãæç¢ºã«åäžããŸãããæåãªOSSãšããªããšã³ãŒãéãå€ããå¿ ç¶çã«ã³ãŒãçè§£ã«äœ¿ãæéãé·ããªãããã§ããæåã®é ã«æ¯ã¹ãŠãOSSã³ã³ããªãã¥ãŒããéçºæ¥åã«ãããã³ããããŸã§ã®æéãçããªããŸããã
次ã«ãæ¬ãªã©ã§åŠãã ç¥èãå®éã«ã¢ãŠããããã§ããããšã§ããå ·äœçã«ã¯ã倿°ã»é¢æ°ã®ã¯ãªãŒã³ãªåœåããŠããããã¹ãã®æ£ç¢ºæ§ãªã©ãæããããŸããOSSã®æåã¬ãã¥ã¯ãŒã¯éåžžã«ããããã®ã³ãŒãã¬ãã¥ãŒãããªããŠãããããåŠã³ã®å€ãã¬ãã¥ãŒãããããåŸãããŸãããããŒãããã¯ãã®æ¬ã«æžããŠãã£ãããšã ãªãŒããšæããããšãå€ã ãããŸããããããªåŠã³ãéããã«ã€ããæ¥åã§ããã³ãŒãããããããããªã£ãããPRåäœãé©åã«ãªã£ãŠã³ãŒãã¬ãã¥ãŒãããããªã£ãããªã©ã®FBãããã ããããã«ãªã£ãŠããŸãããæè¿ã ãšãã³ãŒãã¢ãŒããã¯ãã£ã®ç¥èãOSSã³ã³ããªãã¥ãŒãã§å®è·µã§ããããšãéåžžã«å¬ããã£ãã§ãã
ä»ã«ã以äžã®ãããªæ§ã ãªã¡ãªããããããŸããããã ããOSSã³ã³ããªãã¥ãŒãã¯ãããããŸããã
ã»ã«ããã©ã³ãã£ã³ã°ã«ã€ãªããã
çµç¹ã®OSS掻åã®æŽ»çºåïŒåæã®ãšã³ãžãã¢ãå·»ã蟌ãã§OSSã«åãçµãããã«ãªã£ãïŒã
ã©ã€ãã©ãªã®ãã¡ã€ã³ç¥èïŒAWSãµãŒãã¹ãæ©æ¢°åŠç¿ã®ããšãªã©ïŒãæ·±ãŸãã
ã³ã³ããªãã¥ãŒãã®å¯ŸäŸ¡ãšããŠãéãè²°ããã
ãããã«
ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ã¢ããã«ãOSSã³ã³ããªãã¥ãŒãã¯éåžžã«å¹æçãªææ®µã®äžã€ã ãšåŒ·ã宿ããŠããŸããä»åŸãç¶ç¶ããŠOSS掻åã«å±ãã§ããå¿ã¥ããã§ãããã®èšäºããã£ããã«ãOSSã³ã³ããªãã¥ãŒãããŠããããšã³ãžãã¢ãå¢ãããšå¬ããã§ãã
ãããŠãåŒç€Ÿã§äžçªæŽ»çºã«OSS掻åããŠããç§ã¯ããããã瀟å
ã§OSS倧è£ã«ä»»åœãããã®ã§ã¯ãªãããšäºæããŠãããŸãã
åŸç·šã®èšäºã§ã¯ãOSSã³ã³ããªãã¥ãŒãã®äžã§ããç¹ã«åŸããã®ãå€ãã£ãMotoãžã®ã³ã³ããªãã¥ãŒããæ·±æãããŠç޹ä»ããŸãããæ¥œãã¿ã«ïŒ
âŒã¯ã³ãã£ãªã¢ã®ãšã³ãžãã¢çµç¹ã®ããšãç¥ãããæ¹ã¯ãŸããã¡ã
âŒã«ãžã¥ã¢ã«é¢è«ãåžæã®æ¹ã¯ãã¡ã
âŒãšã³ãžãã¢æ±äººç¥š