Weather Report Automation - GitHub Actions

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# Weather Report Automation - GitHub Actions
## Seoul R Meetup - Season III
### 이광춘, <a href="https://www.facebook.com/groups/tidyverse/">Tidyverse Korea</a> 
### 2020-10-14

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.font5[발표 개요]
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자동화 GitHub .yellow[Actions]
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헬로우 월드 .yellow[Hello World]
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날씨 .yellow[Rmarkdown] 보고서
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<img src="fig/github-actions-crontab.png" width=80%>
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# 개발 동기

.center[
<img src="fig/github-actions-weather-motive.png" width=50%/>
]

.footnote[
[GitHub Actions으로 날씨알리미 만들기](https://qiita.com/leechungkyu/items/e57951cdaa046acafd76)
]

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# Seoul R Meetup

.blockquote.font_large[
R에서 .yellow[MLOps] 시작하기: 데이터과학자 개발자 엔지니어협력 
Ian Choi 
Seoul R Meetup September 2020
]

.footnote[
[Ian Choi (Sep-2020), "MLOps with R: Collaboration of data scientists & developers/engineers", Seoul R Meetup](https://tidyverse-korea.github.io/seoul-R/#section)
]

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# 작업흐름 자동화

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<img src="fig/github-actions-crontab.png" width=80%>
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#헬로 월드!
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```r
name: Greeting from Tidyverse Korea
on: push

jobs:
  my-job:
    name: Hello World
    runs-on: ubuntu-latest
    steps:
    - name: Print a greeting
      env:
        MY_VAR: Hi there! My name is
        FIRST_NAME: Tidyverse
        LAST_NAME: Korea
      run: |
        echo $MY_VAR $FIRST_NAME $LAST_NAME.
```

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 <img src="fig/github-actions-helloworld.png" width=100%/>
 
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.footnote[
[RPA - 자동화(Automation) - GitHub Action 살펴보기](https://statkclee.github.io/rpa/rpa-github-action.html)
]

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<img src="fig/github-actions-crontab.png" width=80%>
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# 날씨 자동화 보고서

.footnote[
[GitHub Action: R 프로그램 작성](https://statkclee.github.io/rpa/rpa-compile-rmd-file.html)
]

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# R마크다운 코드 & 보고서

.font_large[
- [R마크다운 코드](data:text/x-markdown;base64,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)
 
 
- [보고서](https://statkclee.github.io/rpa/rpa-write-rmd-file.html)
]

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# GitHub Action: Rmd 파일 컴파일 - CI

.center[
<img src="fig/github-actions-ci.png" width="77%" />
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.footnote[
[GitHub Action: Rmd 파일 컴파일 - CI](https://statkclee.github.io/rpa/rpa-compile-rmd-ghactions.html)
]

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# GitHub Action: Rmd 파일 컴파일 - CI + Cron

.center[
<img src="fig/github-actions-push-crontab.png" width="77%" />
]

.footnote[
[GitHub Action: Rmd 파일 컴파일 - CI + Cron](https://statkclee.github.io/rpa/rpa-compile-rmd-ghactions-cron.html)
]

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# References

.font_large[
- [Seoul R Meetup Group: Meetup.com](https://www.meetup.com/seoul-r-meetup/)


- [Facebook Group: Tidyverse Korea](https://www.facebook.com/groups/tidyverse/)


- [Seoul R Meetup Website](https://tidyverse-korea.github.io/seoul-R/)
]