Build an ML vision analytics solution with Dataflow and Cloud Vision API
[ã¬ãã«: ä¸ç´] How-toï¼ãã¦ãã¼ï¼ã®ãªãããªã¶ã«ããæ¥æ¬ã® Google æ¤ç´¢ (google.co.jp) ã§ãå°å ¥ããã¾ããã How-to ã¯ãä»å¹´ã® 5 æã® Google I/O ã§ã®çºè¡¨ã¨åæã«ä¸è¬å ¬éããã¦ãã¾ããããæ¥æ¬ã§ã¯å°å ¥ããã¦ãã¾ããã§ããã æ¥æ¬ã® Google ã¢ãã¤ã«æ¤ç´¢ã® How-to ãªãããªã¶ã«ã æ¥æ¬ã® Google ã¢ãã¤ã«æ¤ç´¢ã§ã® How-to ãªãããªã¶ã«ãã®ä¾ã§ãã ã«ã«ã¼ã»ã«ç»åã®æå¾ã®ããã¹ã¦è¡¨ç¤ºããã¿ããããã¨ããã®ãã¼ã¸ã«é£ã³ã¾ãã ãã¹ã¦ã®ã¹ããããæ¤ç´¢çµæã«è¼ã£ã¦ããªãå ´åã¯ããã©ãã£ãã¯ã確å®ã«å¢ãããã§ãã ç»åã®ã«ã«ã¼ã»ã«ã¿ã¤ãã®ã»ãã«ã¯ãå±éåã® How-to ãªãããªã¶ã«ããããã¾ãã åããã¼ã¸ã§ããã¯ã¨ãªã«ãã£ã¦ã«ã«ã¼ã»ã«åã«ãªã£ããå±éåã«ãªã£ãããã¾ãã ä½ãéããçã¿åºãã®ãã¯ãããã¾ããã ç»åã表示
ãã¼ã©ã³ãçã¾ãã2000å¹´ã«æ¥æ¥ããã«ãªãããã¢ã«ã¬ã³ã»ã¹ã¿ã³ã¬ã¼ãçµã¦ã2011å¹´Googleã«å ¥ç¤¾ãã¢ã¸ã¢ãã·ãã£ãã¯ã«ããããã¼ãã«ãã£ããããã¡ã³ãã2014å¹´ããã°ãã¼ãã«ã§ã®ã©ã¼ãã³ã°ã»ã¹ãã©ãã¸ã¼ã«æºããã人æè²æã¨çµç¹éçºããªã¼ãã¼ã·ããéçºãªã©ã®åéã§æ´»èºãç¾å¨ã¯ç¬ç«ããã¢ãã£ãã¡ã¤æ ªå¼ä¼ç¤¾ã§æ°ããåãæ¹ã¨è¯ãä¼ç¤¾ä½ããæ¯æ´ãã人äºã½ãããéçºã»æä¾ãã0ç§ãªã¼ãã¼ã·ããããä¸çä¸éãçµæãåºã人ã¯ããªããã¡ã¼ã«ã使ããªãã®ã ã°ã¼ã°ã«ã®å人ã»ãã¼ã ã§ææãä¸ããæ¹æ³ãèè ãã¼ã¿ãå°ãåºããGoogleã®ãæé«ã®ä¸å¸ã âGoogleãèãããæé«ã®ä¸å¸ãã¨ã¯ã©ã®ãããªäººã§ããããã åæã¨ãã¦ãç§ãGooglerï¼ã°ã¼ã°ã©ã¼ãGoogle社å¡ã®ãã¨ï¼ã¯ãä¸å¸ãã¨ããè¨ãæ¹ã好ãã§ã¯ããã¾ããã ãããã«å¤ãã®ä¼æ¥ã¯ãã©ãããåçµç¹ã§ãå½ä»¤ã¯ä¸ããä¸ã¸ã¨ä¼ããããã«ãª
Kubernetesã§ã®æ§è½è§£æ ï½ãªãã¨ãªãé ãããã®è±å´ï½ï¼Kubernetes Meetup Tokyo #33 çºè¡¨è³æï¼
ã¼ããæå±ãã¦ããä¼ç¤¾ã®ãããã¯ããã¼ã ã§ã¯ãæ¯é±ãµããããï¼KPTï¼ã宿½ãã¦ããã®ã ãã©ããã®ã¨ãã«ãBigQuery ã« Rails ã®ãã°ãéãå§ãã¦ããã°ã®æ¤ç´¢ããããããªã£ã¦å¬ããã¯å¬ããã®ã ãã©ãæ¤ç´¢ãããããã³ã«èª²éããã¦ãã宿ããã£ã¦ããã¤ãã¤ãã¦ãããã¨ãååããä¸å®ã®å£°ãããã£ãã ã¾ããããã«ããã®ã¯ãªãâããã¾ã è¨æ¶ã«æ°ãããï½ qiita.com ãã®ä¸å®ãææï¼ã¨ããããæ£ããæãããããªãã¨ããããã¡ï¼ãã¹ããBigQuery ã® query pricing ãè¦è¿ãã¦ããã以å確èªããã¨ãã«ã¯è¦è¦ãã®ãªãè¨è¿°ããã£ããããã®ã§ãæ¹ãã¦ä¸è¨äºã¨ãã¦ã¾ã¨ãã¦ã¿ã試ã¿ã ããã«æ¸ãã¦ãããã¨ã¯ã2016-02-22 æç¹ã§ã®å 容ã§ãããããããã BigQuery ä¸ã®ãã¼ãã«ãæ¤ç´¢ããã¨ãã«é ã®çé ã«ç½®ãã¦ããããã課é絡ã¿ã®ã㨠$5 / TB ãã©ãã±ã¼
æè¿ GAS (Google Apps Script) ãæ¸ãæ©ä¼ããã£ã¦ï¼Google é¢é£ã®ãªã½ã¼ã¹ã«ç°¡åã«ã¢ã¯ã»ã¹ã§ãã¦ä¾¿å©ã ãªã¼ï¼ã¨æããåé¢ï¼ç´æ¥ js ãæ¸ãã¦å®è¡ããéçºããã»ã¹ã«éåæãæãã¦ããï¼æ®éã« GitHub ã§ãã¼ã¸ã§ã³ç®¡çãã¦ï¼ç¶ç¶çã«ãããã¤ããæ¹æ³ãæ¢ãã¦ããã¨ããï¼å°ç¨ã®å ¬å¼ãã¼ã« gapps ãç¥ã£ã¦ï¼å®éã«ä½¿ã£ã¦ã¿ãã便å©ã ã£ãã®ã§ï¼ç´¹ä»ããï¼ developers-jp.googleblog.com gapps (node-google-apps-script) gapps ã使ã㨠GAS ã CLI ã§ãããã¤ã§ããããã«ãªãï¼ãã¾ãé£ããã¨ããã¯ãªãï¼README ã®éãã«é²ãã¦ããã°ä½¿ããããã«ãªãï¼ã¶ãã¨æé ãæ®ãã¦ããï¼ github.com gapps ãã¤ã³ã¹ãã¼ã«ãã npm ã§ç°¡åã«ä½¿ããããã«ãªãï¼ $ npm install
æ ªå¼ä¼ç¤¾Speeeã®å±±æ¬ã§ããçæ§ãããã«ã¡ã¯ï¼ ä»åãç´¹ä»ããã¦ããã ãã®ã¯ãSpeeeã§å®è·µãã¦ããGoogle Apps Script(ä»¥ä¸ GAS) ãç¨ããã¢ãã³ãªéçºææ³ã«ã¤ãã¦ã§ãããã®è¨äºãéãã¦GASã£ã¦ã便å©ã ã使ããããï¼ãã¨æã£ã¦ããã ããã°å¹¸ãã§ãã Google Apps Scriptã¨ã¯ Google Apps Scriptã¯ãè¨ããã¨ç¥ããGoogleãæä¾ãããµã¼ããµã¤ãã®ã¹ã¯ãªããç°å¢ã§ãã åºæ¬çã«ã¯Webãã©ã¦ã¶ãéãã¦éçºãè¡ãã¾ãã 使¥å¹çåã«å¨åãçºæ®ããGAS Speeeã§ã¯ç¹ã«ã管çé¨éã®ä½æ¥å¹çåã§GASã使ç¨ãã¦ããã±ã¼ã¹ãå¤ããä¾ãã° Slackã®å¶éä»ãã¦ã¼ã¶ãå種ãã£ãã«ã«æå¾ ããã¢ããªã±ã¼ã·ã§ã³ ã¡ã¼ãªã³ã°ãªã¹ãã®æé¢çæãèªååããã¢ããªã±ã¼ã·ã§ã³ Speeeã©ã¦ã³ã¸ã®ä½¿ç¨ç¶æ³ãé²è¦§ããã¢ããªã±ã¼ã·ã§ã³ ãªã©ãæ§ã ãªç¨éã§G
çµæã¨ãã¦ãã©ããè¦ä»¶ã100%æºãããã¨ã¯ã§ãã¾ããã§ããã node-google-apps-scriptã¾ããã¯Googleãæ¨å¥¨ãã¦ããã®ã§ãããä¸åº¦IDEä¸ã§ä¿®æ£ããã¨ãGit管çããå¤ãããã¨ã«ãªã£ã¦ãã¾ãã¾ãã å ¨ã¦ã½ã¼ã¹ã³ã¼ãããã¼ã«ã«ã§éçºã»ç®¡çããã°è¯ãããã©ããWebIDEã®ä¾¿å©ãã¯ãã¯ãæ¨ã¦ãããã¨ããâ¦ã ããã§ä»¥åéçºããLambdaã®GitHubåæç¨ã®Chromeæ¡å¼µã«ãGASããã¸ã§ã¯ãã«ããã½ã¼ã¹ã³ã¼ããæã£ã¦æ¥ãã°ãåæå¨ãã¯ããã§ããã®ã§ã¯ã¨æãããã®æ¹éã§Chromeæ¡å¼µã®éçºãå§ãã¾ããã ããã¦ãã§ãããã®ã¯ãã¡ãã«ãªãã¾ãï¼ Chromeæ¡å¼µï¼ Google Apps Script Github ã¢ã·ã¹ã¿ã³ã ã½ã¼ã¹ã³ã¼ã: GitHub å·çæç¹ã§ã¯ãªãªã¼ã¹ããï¼ã¶æã»ã©çµã£ã¦ãã¾ãã¦ãç¹ã«å®£ä¼ãã¦ã¯ããªããã®ã®ãã¦ã¼ã¶ãçå®ã«å¢ãã¦ãã¾ã
ã»ã¯ã·ã§ã³ãã¤ã³ ã® åç°çå¾ï¼@yoshidashingoï¼ã§ãã SREæ¬ã®åæ¸ãåºã¦ããæ©1å¹´åãçµã¡ã¾ããã忏ã¯ãã§ã«ãªã³ã©ã¤ã³ã§ç¡æã§èªããããã«ãªã£ã¦ãã¾ãã Google SRE - Site Reliability engineering ååãã®ããã°ã§SREã«ã¤ãã¦æ¸ããã®ãã忏ã®åºã1ã¶æãããåã§ããã yoshidashingo.hatenablog.com å½å ã§ãSREé¨ç½²ã®è¨ç½®ãæ¥éã«é²ãã§ã¾ãããéç¨é¨éãSREã¨çæ¿ãæãæ¿ããã ãã®å£åã³ãã¼ã大éçç£ããã¦ãããã¨ãå¦ããªãã£ãããªãã£ããã ããããSREã¯ã徿¥ã®ã·ã¹ã¢ãã§ã¯ãªãã½ããã¦ã§ã¢ã¨ã³ã¸ãã¢ã§ããããã¦ãéçºï¼éç¨ã®åæã«ããå¿ ç¶çãªå¯¾ç«é¢ä¿ãã¤ã³ã»ã³ãã£ãè¨è¨ã§çµ±åãããµã¼ãã¹ã®æé·ã¨éç¨ã³ã¹ããæ¯ä¾ããªãããã«åãé¢ãããã®çµç¹è¨è¨ã§ããããã®ããã®æè¡ãã¦ãã¦ã§ãã 仿¥ã¯ä»é±
ã°ã¼ã°ã«ãæä¾ããã¤ã³ã¿ã¼ããããã©ã¦ã¶ã®Chromeã«ãåºåãããã¯æ©è½ã追å ãããã¨ãæããã«ãªãã¾ããã ã»ã°ã¼ã°ã«ãChromeã§ã®ãåºåãããã¯ããæ¥å¹´å°å ¥ é³å£°ä»ãã®èªååçåç»åºåãã¹ã¯ãã¼ã«ãã¦ã表示ãç¶ããåºåãªã©ã®ä¸é©åãªåºåããããã¯ããæ©è½ã«ãªãããã§ãã å®éã®å°å ¥ã¯æ¥å¹´ããã®ããã§ãããå人çã«ã¯ãã®ãã¥ã¼ã¹ã¯ä»å¾ã®ã¤ã³ã¿ã¼ãããä¸ã®åºåãèããä¸ã§ãæä»£ã®è»¢æç¹ã¨æ¯ãè¿ãããåºæ¥äºã®ããã«æãã¦ãã¾ãã®ã§ãèªåãªãã«ç¶æ³ãæ´çãã¦ããããã¨æãã¾ãã ã°ã¼ã°ã«ã¯ãããåºåå¸å ´ã§ãã³ãããããä¸è¬ã®æ¹ããããã¨ãã°ã¼ã°ã«ãåºåãããã¯å°å ¥ã決å®ã¨èãã¦ãããã¾ãå°è±¡ã«æ®ããªãããããã¾ããããã¤ã³ã¿ã¼ãããåºåæ¥çã«ããã¦ã¯ãããã¯é常ã«å¤§ããªãã¥ã¼ã¹ã§ãã ä½ãããã°ã¼ã°ã«ã¯ã¤ã³ã¿ã¼ãããåºåã«ããããã³ããã®ãããäºæ¥è ã ä¸ã®ã°ã©ãã®ç·è²ã®ã°ã©ããã°ã¼ã°ã«
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}