[R] Translating a basic Python script into R
sun shine
phaedrusv at gmail.com
Sun Dec 29 10:32:37 CET 2013
Hi Ista
On 28/12/13 23:06, Ista Zahn wrote:
> Hi,
>
> <snip>
> I don't see any nested conditions in the python code... A direct
> translation in R looks almost the same, except that you need to group
> using parentheses and brackets instead of whitespace, and there is no
> += in R (at least not that I'm aware of). Making those changes gives
>
> stock = 50
> time = 1
> inflow_a = 0
> inflow_b = 5
> outflow = 5
> x = stock
> y = time
>
> print ("Model of inflow and outflow rates of water")
> print ("version 3")
>
> print (stock)
> while (time <= 9) {
>
> stock = (stock - outflow) + inflow_a
> time = time + 1
> y = c(y, time)
> x = c(x, stock)
> print (stock)
> if (stock == 30) {
> print ("Faucet turned on")
> }
> }
>
> while (time >= 6 & time <= 9) {
> stock = (stock - outflow) + inflow_b
> time = time + 1
> y = c(y, time)
> x = c(x, stock)
> print (stock)
> }
> sprintf("Volume in tub stabilises at %d gallons over %d
> minutes", stock, time)
> print (x)
> print (y)
>
>
>> I'm sure that there must be some very elegant way to do this, but I cannot
>> find out how to do so in any of the books I have, nor do my web searches
>> throw back anything useful (I suspect that I'm not phrasing the question
>> properly).
> In both python and R you can of course use if/else instead of the two
> separate while loops. An R version is
>
> stock = 50
> time = 1
> inflow_a = 0
> inflow_b = 5
> outflow = 5
> x = stock
> y = time
>
> print ("Model of inflow and outflow rates of water")
> print ("version 3\n")
>
>
> print (stock)
> while (time <= 9) {
> if(time <= 5) {
> stock = (stock - outflow) + inflow_a
> } else {
> stock = (stock - outflow) + inflow_b
> }
> time = time + 1
> y = c(y, time)
> x = c(x, stock)
> print (stock)
> if (stock == 30) {
> print ("Faucet turned on")
> }
> }
>
> sprintf("Volume in tub stabilises at %d gallons over %d minutes", stock, time)
> print (x)
> print (y)
> plot(y, x)
>
>
>> Can someone please offer a few suggestions about ways that I could translate
>> the Python script into R so that I can then run a plot as well?
> You can plot in python, e.g.,
>
> from matplotlib.pyplot import *
> plot(y, x)
> show()
>
> Best,
> Ista
>
This was *very* helpful: I leaned about both R and Python and am pleased
to see that the structure between the two - for this script at least -
are so similar.
Thank you for taking the time to explain and demonstrate rather than to
just tell me to RTFM. Your reply has given me a lot of ideas to play
around with in experimenting, so I can envisage an enjoyable afternoon
testing some of this on the other models Meadows described.
Many thanks for your clear explanations.
Best wishes
Sun
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