Streamstats change state count

[ips_mandar]

Hi below is my sample data-

Date                       source                State
 29-05-20 01:00:00            abc                 On
 29-05-20 01:10:00            abc                 Off
 29-05-20 01:20:00            abc                 On
 29-05-20 01:30:00            abc                 On
 29-05-20 01:50:00            abc                 Off
 29-05-20 01:55:00            abc                 On

Here I want to calculate "Number of Times State Went from On to Off" and "Number of Times State Went from Off to On" using streamstats command.
In above case results will be-

source|date| "Number of Times State Went from On to Off" |"Number of Times State Went from Off to On"|"Number of RunSwitch ONs"|"Number of RunSwitch Offs"
    abc    |29-05-20    | 2          | 2           |4          |2

with help of @kamlesh_vaghela I am able to extract first two columns and now my new requirement is to add above four columns.
Ref-https://answers.splunk.com/answers/825891/streamstats-change-state-count.html
Note- I want above all these by each source.

[kamlesh_vaghela · Accepted solution]

@ips_mandar

For this requirement, I would like to suggest you below search.

YOUR_SEARCH | streamstats window=2 list(State) as S 
| eval Status=case(mvindex(S,0)="On" AND mvindex(S,1)="Off","Number of Times State Went from On to Off",mvindex(S,0)="Off" AND mvindex(S,1)="On","Number of Times State Went from Off to On")
| stats count(eval(State="On")) as "Number of RunSwitch ONs"  count(eval(State="Off")) as "Number of RunSwitch Offs" count(eval(Status="Number of Times State Went from On to Off")) as "Number of Times State Went from On to Off" count(eval(Status="Number of Times State Went from Off to On")) as "Number of Times State Went from Off to On"
| table "Number of Times State Went from On to Off" "Number of Times State Went from Off to On" "Number of RunSwitch ONs" "Number of RunSwitch Offs"

Sample Search:

| makeresults 
| eval _raw="Date,State
29-05-20 01:00:00,On
29-05-20 01:10:00,Off
29-05-20 01:20:00,On
29-05-20 01:30:00,On
29-05-20 01:50:00,Off
29-05-20 01:55:00,On" 
| multikv forceheader=1 
| table Date State 
| streamstats window=2 list(State) as S 
| eval Status=case(mvindex(S,0)="On" AND mvindex(S,1)="Off","Number of Times State Went from On to Off",mvindex(S,0)="Off" AND mvindex(S,1)="On","Number of Times State Went from Off to On")
| stats count(eval(State="On")) as "Number of RunSwitch ONs"  count(eval(State="Off")) as "Number of RunSwitch Offs" count(eval(Status="Number of Times State Went from On to Off")) as "Number of Times State Went from On to Off" count(eval(Status="Number of Times State Went from Off to On")) as "Number of Times State Went from Off to On"
| table "Number of Times State Went from On to Off" "Number of Times State Went from Off to On" "Number of RunSwitch ONs" "Number of RunSwitch Offs"

Thanks

[ips_mandar]

Thank you! your query search results taking less time than other hence accepting your answer.

[renjith_nair]

@ips_mandar ,

Adding to the previous search, try

"Your search"
| streamstats window=2 list(State) as S | eval Status=case(mvindex(S,0)="On" AND mvindex(S,1)="Off","Number of Times State Went from On to Off",mvindex(S,0)="Off" AND mvindex(S,1)="On","Number of Times State Went from Off to On")
 |eventstats count(eval(State=="On")) as On,count(eval(State=="Off")) as Off
| stats first(On) as "Number of RunSwitch ONs",first(Off) as "Number of RunSwitch Offs",count by Status
| eval {Status}=count
| fields - Status,count
| stats values(*) as *

[ips_mandar]

Thank you