You might have noticed that the startup speed of RStudio varies. But how can you fix RStudio when its loading time is really, really long? In this blog post I elaborate on the problem and how you can solve it.
Everytime you close RStudio while working on your projects, RStudio will ask if you want to save the workspace image to an .RData file. The workspace contains quite a lot of elements:
- your options — like scientific notation preferences
- your history — the commands you used in the terminal
- your data, values and functions — data frames, vectors, …
However, if you decide to save your workspace to an .RData file, you could run into startup problems later. If you’re working with a lot of data, and you have data frames of multiple gigabytes, starting RStudio can take minutes.
Here’s what you can do to prevent it.
- Go to Tools > Global Options… in the menu
- Uncheck “Restore .RData into workspace at startup”
- Besides starting up, If you want to speed up shutting down RStudio too, set “Save workspace to .RData on exit” to Never.
A couple of years ago I couldn’t even open R, because it was trying to open my last project, and it had a huge .RData file. So there’s no way you can change the setting in the RStudio Global Options menu. However, there are a couple of things you can do to start RStudio and change the setting.
- Remove the .RData file through File Explorer.
- Start a project (an .RProj file) without a large .RData file
- Change the setting through the RStudio configuration file — instructions below
The RStudio configuration file can be found in:
~/.rstudio-desktop/monitored/user-settings/user-settings
Translating this to Windows:
C:\Users\<username>\AppData\Local\RStudio-Desktop\monitored\user-settings
The setting you should change is LoadRData. You should set it to “0”.
loadRData="0"
By the way, if you’re having trouble understanding some of the code and concepts, I can highly recommend “An Introduction to Statistical Learning: with Applications in R”, which is the must-have data science bible. If you simply need an introduction into R, and less into the Data Science part, I can absolutely recommend this book by Richard Cotton. Hope it helps!
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Hongzhi 황제는 잠시 생각하고 다시 말했습니다. “Liu Wenshan과 Liu Jin이 만들었습니까?”Hongzhi 황제는 잠시 생각했습니다. “좋아, Zhengqing은 하루 동안 궁전에 머물 것입니다.”
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“한마디도 바꿀 수 없고, 바꾸면 다리가 부러진다.”
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선원들은 칼을 갈고 있었고 눈은 온통 빨개져 있었다.
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Fang Jifan은 “Wang Butang, 지금 막 …”이라고 말했습니다.
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Fang Jifan은 어쨌든 고기 두 조각을 잃지 않기 때문에 더 많이 보여 주기로 결정했습니다.
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왕 부시의 눈은 피로 가득 차 있었고 “세상의 쓰레기”라는 단어는 특히 가혹했습니다.
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그는 항상 의심스럽고 비판적인 눈으로 주변 사람들을 바라보았다.
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素晴らしい記事で、非常に教育的でした。感謝しています。
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앞으로는… 이 가게들도 후손들에게 물려줄 수 있을 것입니다.
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장관들은 익숙해진 듯 무표정했다.
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Chenla 왕국의 소식은 Hongzhi 황제를 점점 더 걱정하게 만들었습니다.
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사람마다 표정이 너무 달라 이 아첨꾼…
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Xiao Jing만이 Hongzhi 황제를 위해 차와 물을 바빴습니다.
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이때 Cheng Qian도 멍하니 Xiao Jing을 향해 고개를 저었다. “이건 나도 몰라.”
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Fang Jifan… 이 녀석… 위장에 얼마나 많은 것들이 숨겨져 있는지.
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