No, there are lots of situations where that doesn't make sense. You don't want to have to define local copies of the functions from every package you use, for example.

I think the takeaway is to learn how R scoping works, and keep things simple. That's one reason I tend to avoid "tidyverse" packages. There are a lot of really good ideas in those packages, but "tidy evaluation" is far too complicated and hard to understand, and I think it confuses people, so they don't understand the really very simple R scoping rules.

Duncan Murdoch

On 04/04/2023 10:59 a.m., akshay kulkarni wrote:
Dear Duncan,
                          THanks for the reply...!

So the takeaway is that define the symbol in the same environment before using it right!?

Thanking you,
Yours sincerely,
AKSHAY M KULKARNI
------------------------------------------------------------------------
*From:* Duncan Murdoch <murdoch.dun...@gmail.com>
*Sent:* Tuesday, April 4, 2023 8:21 PM
*To:* akshay kulkarni <akshay...@hotmail.com>; Deepayan Sarkar <deepayan.sar...@gmail.com>
*Cc:* R help Mailing list <r-help@r-project.org>
*Subject:* Re: [R] on lexical scoping....
You can't change the basic way R searches, but you can ask for a
different kind of search.  For example, to see if "x" exists, you can use

   exists("x")

and it will do the default search, but

   exists("x", inherits = FALSE)

will only look in the current environment.  The get() function has a
similar argument which returns the value

Unfortunately these functions have overly complicated argument lists
because they are based on functions in S from 30-40 years ago, and it
had very different scoping rules.  My advice would be to ignore the
"where" and "frame" arguments, and always use "envir" if you want to say
where to look.

Duncan Murdoch

On 04/04/2023 10:28 a.m., akshay kulkarni wrote:
Dear Deepayan,
                                THanks for the pithy, pointed reply.

But isn't it risky? Can I somehow get a warning when x is not defined in the 
global environment but takes on a value from one of the loaded packages? any 
packages for that?

THanking you,
Yours sincerely,
AKSHAY M KULKARNI
________________________________
From: Deepayan Sarkar <deepayan.sar...@gmail.com>
Sent: Tuesday, April 4, 2023 7:51 PM
To: akshay kulkarni <akshay...@hotmail.com>
Cc: R help Mailing list <r-help@r-project.org>
Subject: Re: [R] on lexical scoping....



On Tue, Apr 4, 2023 at 7:26 PM akshay kulkarni 
<akshay...@hotmail.com<mailto:akshay...@hotmail.com>> wrote:
Dear Members,
                               I have the following code typed at the console 
prompt:

y   <-   x*10

X has not been defined and the above code throws an object not found error. 
That is, the global environment does not contain x.

That is not the correct interpretation of the error. R will happily evaluate

y   <-   pi*10

even if the global environment does not contain pi. The "environments" where R 
will look is given by

search()

If you manage to find a package that defines 'x' (and exports it), attaching it 
will put the package on the search path, and then your call will indeed no 
longer give an error.

-Deepayan

Why doesn't it look further in the environment stack, like that of packages? 
There are thousands of packages that contain the variable named  x. Of course, 
that happens if the above code is in a function (or does it?).

What concept of R is at work in this dichotomy?

THanking you,
Yours sincerely,
AKSHAY M KULKARNI

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