One more function to consider using and teaching is the attach function. If you use `attach` with a the name of a file that was created using `save` then it creates a new, empty environment, `load`s the contents of the file into the environment, and attached the environment to the search path (by default in position 2). This means that the objects are all available to use, but will not overwrite any objects of the same name in your workspace. The command `ls(2)` quickly shows the names of the objects that were read in. You can use simple assignment to copy and optionally rename any of the objects into your workspace, or just leave them in the attached workspace (just recognize what will happen if you have multiple objects with the same name). Once you have copied or used the objects of interest, you can simply `detach` the environment. If you are going to teach the use of `attach` I would suggest emphasizing the 2nd paragraph under the heading "Good practice" on the help page for attach.
On Thu, Sep 28, 2023 at 9:48?AM Shu Fai Cheung <shufai.cheung at gmail.com> wrote:
Hi All, There is a thread about the use of save(), load(), saveRDS(), and loadRDS(). It led me to think about a question regarding them. In my personal work, I prefer using saveRDS() and loadRDS() as I don't like the risk of overwriting anything in the global environment. I also like the freedom to name an object when reading it from a file. However, for teaching, I have to teach save() and load() because, in my discipline, it is common for researchers to share their datasets on the internet using the format saved by save(), and so students need to know how to use load() and what will happen when using it. Actually, I can't recall encountering datasets shared by the .rds format. I have been wondering why save() was usually used in that case. That discussion led me to read the help pages again and I noticed the following warning, from the help page of saveRDS(): "Files produced by saveRDS (or serialize to a file connection) are not suitable as an interchange format between machines, for example to download from a website. The files produced by save <http://127.0.0.1:18888/library/base/help/save> have a header identifying the file type and so are better protected against erroneous use." When will the problem mentioned in the warning occur? That is, when will a file saved by saveRDS() not be read correctly? Saved in Linux and then read in Windows? Is it possible to create a reproducible error? Regards, Shu Fai [[alternative HTML version deleted]]
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