October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
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306
살아 움직이는 머신러닝 파이프라인 설계
이 책의 깃허브 저장소(
https
://
oreil
.
ly
/
bmlp
-
git
)에는 에어플로를 사용하여 예시 파이
프라인을 쉽게 사용해 볼 수 있는 도커 컨테이너가 있습니다. 에어플로 웹 서버와 스케줄러를
설정하고 파일을 올바른 위치로 이동합니다. 또한 부록
A
에서 도커에 대해 자세히 알아볼 수도
있습니다.
11.7.2
파이프라인 실행
앞서 살펴봤듯이, 에어플로 웹 서버를 시작한 후에는 정의한 포트에서
UI
를 열 수 있습니다. 이
는 [그림
11
-
3
]과 매우 유사하게 보여야 합니다. 파이프라인을 실행하려면 파이프라인을 켠 다
음 재생 아이콘으로 표시된 트리거
DAG
버튼을 사용하여 파이프라인을 트리거해야 합니다.
그림
11-3
에어플로에서
DAG
켜기
웹 서버
UI
의 그래프 보기 (그림
11
-
4
)는 컴포넌트의 종속성과 파이프라인 실행 진행률을 확
인하는 데 유용합니다.
307
11
장
파이프라인 1부: 아파치 빔 및 아파치 에어플로
그림
11-4
에어플로 그래프 보기
업데이트된 진행률을 확인하기 위해 브라우저 페이지를 새로고침합니다. 컴포넌트가 완료되면 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.