[R] Filter Dataframe for Alarm for particular column(s).
arun
smartpink111 at yahoo.com
Fri Jul 5 21:16:40 CEST 2013
Hi,
May be this helps:
If you had showed your solution, it would be easier to compare.
res<-data.frame(lapply(sapply(MyDF[,c(2,4)],function(x) {x1<-which(c(0,diff(x))<0);x1[length(x1)==0]<-0;x1}),`[`,1))
res
# TNH BIX
#1 3 9
#Speed
set.seed(24)
MyDFNew<- data.frame(TNH=sample(0:1,1e6,replace=TRUE),BIX=sample(0:1,1e6,replace=TRUE))
system.time(res1<-data.frame(lapply(sapply(MyDFNew,function(x) {x1<-which(c(0,diff(x))<0);x1[length(x1)==0]<-0;x1}),`[`,1)))
# user system elapsed
# 0.364 0.000 0.363
res1
# TNH BIX
#1 7 2
MyDFNew[1:10,]
# TNH BIX
#1 0 1
#2 0 0
#3 1 1
#4 1 1
#5 1 0
#6 1 0
#7 0 1
#8 1 1
#9 1 1
#10 0 0
A.K.
Hi,
Hi here i have a dataframe called MyDF.
a<-c(1,1,1,1,1,0,0,0,1,1)
b<-c(1,1,0,1,1,0,0,0,1,1)
c<-c(1,1,1,1,1,1,1,0,1,1)
d<-c(1,1,1,1,1,1,1,1,0,1)
MyDF<-data.frame(DWATT=a,TNH=b,CSGV=c,BIX=d)
My requirement is, here i need a function - to get for a
particular row number(s), when particular column(s) value change from
one-to-zero (for the first change). Suppose there is no change is
happening then it should return "Zero"
For example, Using MyDF,
DWATT TNH CSGV BIX
1 1 1 1
1 1 1 1
1 0 1 1
1 1 1 1
1 1 1 1
0 0 1 1
0 0 1 1
0 0 0 1
1 1 1 0
1 1 1 1
Here i want to know, the row number where TNH-column and BIX-column values change happening from one-to-zero for the first time.
Note:- Suppose there is no change is happening then it should return "Zero"
Answer should be a dataframe with single row.
So here answer should return a dataframe like this.
TNH BIX
---- ------
3 9
i used some ways to get a solution using loops. But there is a bulk files with bulk rows to process.
So performace is most important. Could someone please suggest better ideas ?
Thanks,
Antony.
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