i know basic of regex performing with R. But here i have a file like :
**[2016-04-28 14:00:06,603],,,,,SERVICE_ID=441,DEBUG,DBSEntryServlet,DBSEntryServlet: delegateToRequestManager:: SERVICE_ID=541,SERVICE_ID=9981
[2016-04-28 14:00:06,608],,,,,,DEBUG,DBSEntryServlet,10.91.39.143:60801 SERVICE_ID=00234,SERVICE_ID=11134,IMD=6767**
I wanted to extract timestamp alongwith all the SERVICE_ID in that line.
So, my expected output is:
[2016-04-28 14:00:06,603] SERVICE_ID=441 SERVICE_ID=541 SERVICE_ID=9981
[2016-04-28 14:00:06,608] SERVICE_ID=00234 SERVICE_ID=11134
The code which I tried was only extracting one SERVICE_ID.
library(qdapRegex)
a <- readLines("C:\\MY_FOLDER\\vinita\\sample.txt")
testi <- rm_between(a,"SERVICE_ID",",",extract = T)
We replace the 2 or more ,
with " "
to get 'str2', then using regex lookarounds, we match one or more space ( \\\\s+
) that follows the ]
) followed by characters ( .*
) till the end of the string, replace it with ""
so that we can extract the [2016-04..,03]
part. From the 'str2', we extract the substrings "SERVICE_ID=" followed by numbers ( \\\\d+
) into a list
, paste
them together and finally paste
it with the 'str3'.
library(stringr)
str2 <- gsub(",{2,}", " ", str1)
str3 <- sub("(?<=\\])\\s+.*", "", str2, perl = TRUE)
paste(str3, sapply(str_extract_all(str2, "SERVICE_ID=\\d+"), paste, collapse=" "))
#[1] "[2016-04-28 14:00:06,603] SERVICE_ID=441 SERVICE_ID=541 SERVICE_ID=9981"
#[2] "[2016-04-28 14:00:06,608] SERVICE_ID=00234 SERVICE_ID=11134"
str1 <- c("[2016-04-28 14:00:06,603],,,,,SERVICE_ID=441,DEBUG,DBSEntryServlet,DBSEntryServlet: delegateToRequestManager:: SERVICE_ID=541,SERVICE_ID=9981",
"[2016-04-28 14:00:06,608],,,,,,DEBUG,DBSEntryServlet,10.91.39.143:60801 SERVICE_ID=00234,SERVICE_ID=11134,IMD=6767")
str1 <- c("[2016-04-28 14:00:06,603],,,,,SERVICE_ID=441,DEBUG,DBSEntryServlet,DBSEntryServlet: delegateToRequestManager:: SERVICE_ID=541,SERVICE_ID=9981",
"[2016-04-28 14:00:06,608],,,,,,DEBUG,DBSEntryServlet,10.91.39.143:60801 SERVICE_ID=00234,SERVICE_ID=11134,IMD=6767")
str2 <- gsub(",{2,}", " ", str1)
str4 <- sub("\\].*","",str2,perl = TRUE)
str5 <- sub("\\[","",str4,perl = T)
service_ids <- sapply(str_extract_all(str2,"SERVICE_ID=\\d+"), function(x){paste(x,collapse = " ")})
net <- cbind(str5,service_ids)
Output:
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