How can I get the current percent CPU usage in R? Ideally, it would work for both Unix and Windows platforms.
In Windows platform, I used following code:
a <- system("wmic cpu get loadpercentage", intern = TRUE)
as.numeric(gsub("\\D", "", a[2]))
Is there a better way(or a function in a package) to get the current CPU usage, such that works with both Unix and Windows platforms?
According to how to get current cpu and ram usage in python? and the "reticulate" package:
library(reticulate)
aa<-reticulate::import("psutil")
aa$cpu_percent()
The function return the current percent usage of CPU as shown in below(6% currently used)
But this way needs Python to be installed on the platform.
The question Is there an R function to retrieve CPU and RAM information? ask for hardware information (not current percent usage CPU)as follows(This is not even close to My question!!!):
> system("lscpu | grep 'Model name:'")
Model name: Intel(R) Core(TM) i7-8700 CPU @ 3.20GHz
> system("lsmem | grep 'Total online memory'")
Total online memory: 16G
> library(benchmarkme)
> get_cpu()
$vendor_id
[1] "GenuineIntel"
$model_name
[1] "Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz"
$no_of_cores
[1] 4
> get_ram()
34.3 GB
So, the answer to the question, two function get_ram() ,get_cpu() , return total available RAM and CPU! not current percent usage of RAM and CPU. That is, get_ram() function return 32GB, not 6 percent that used now!
I think, accepted answer in question R: how to check how many cores/CPU usage available, does not calculated the current percent of CPU:
Windows platform(the accepted answer R: how to check how many cores/CPU usage available):
a <- system("wmic path Win32_PerfFormattedData_PerfProc_Process get Name,PercentProcessorTime", intern = TRUE)
df <- do.call(rbind, lapply(strsplit(a, " "), function(x) {x <- x[x != ""];data.frame(process = x[1], cpu = x[2])}))
df[grepl("Rgui|rstudio", df$process),]
# process cpu
# 105 Rgui 0
# 108 rstudio 0
And the data.frame 'df' is:
I can not find any way to calculate current percent of CPU usage based on the answer. Perhaps I misunderstood something, So based that answer, R: how to check how many cores/CPU usage available, ,give me the current percent of CPU usage on comment.
I tried to extract the current percent CPU usage base on R: how to check how many cores/CPU usage available, When I look at the result of
df <- do.call(rbind, lapply(strsplit(a, " "), function(x) {x <- x[x != ""];data.frame(process = x[1], cpu = x[2])}))
I find two rows, Idle and _Total as follows:
df1<-df %>% filter(process %in% c("Idle","_Total"))
df1
So 1-Idle/_Total should be the percent current CPU usage. I calculate this as follows:
for(i in 1:1000){
a <- system("wmic path Win32_PerfFormattedData_PerfProc_Process get Name,PercentProcessorTime", intern = TRUE)
df1 <- do.call(rbind, lapply(strsplit(a, " "), function(x) {x <- x[x != ""];data.frame(process = x[1], cpu = x[2])}))
df1<-df1 %>% filter(process %in% c("Idle","_Total"))
df1<-df1 %>% mutate(cpu=as.numeric(df1$cpu))
Idle<-df1 %>% filter(process=="Idle")
Total<-df1 %>% filter(process=="_Total")
message(1-Idle$cpu/Total$cpu)
}
and the result is:
that make no sense!!
When I look to the Python code, and an answer should be like it, it easily calculate the current CPU usage:
First with PowerShell install the psutil module as follows:
pip install psutil
and then use it in R as follows:
> library(reticulate)
> aa<-reticulate::import("psutil")
> aa$cpu_percent()
[1] 9.2
