To calculate Moving/Rolling back Weekly (7 days) Sum: - unix

Question

Please help to calculate Moving/Rolling back Weekly Sum of Amount($4) based on Distributor wise ($2) and Rolling Date wise.
Want to set vaiable like
RollingStartDate ==01/05/2015 and RollingInterval==7 and RollingEndDate ==08/05/2015
For Example :
1st May 2015 Rolling 7 Days data set would be from 01/05/2015 to 25/04/2015
2nd May 2015 Rolling 7 Days data set would be from 02/05/2015 to 26/04/2015
....................................................................
7th May 2015 Rolling 7 Days data set would be from 07/05/2015 to 01/05/2015
8th May 2015 Rolling 7 Days data set would be from 08/05/2015 to 02/05/2015
Input.csv
Des,Date,Distributor,Amount,Loc
aaa,25/04/2015,abc123,25,bbb
aaa,25/04/2015,xyz456,75,bbb
aaa,26/04/2015,xyz456,50,bbb
aaa,27/04/2015,abc123,250,bbb
aaa,27/04/2015,abc123,100,bbb
aaa,29/04/2015,xyz456,50,bbb
aaa,30/04/2015,abc123,25,bbb
aaa,01/05/2015,xyz456,75,bbb
aaa,01/05/2015,abc123,50,bbb
aaa,02/05/2015,abc123,25,bbb
aaa,02/05/2015,xyz456,75,bbb
aaa,04/05/2015,abc123,30,bbb
aaa,04/05/2015,xyz456,35,bbb
aaa,05/05/2015,xyz456,12,bbb
aaa,06/05/2015,abc123,32,bbb
aaa,06/05/2015,xyz456,43,bbb
aaa,07/05/2015,xyz456,87,bbb
aaa,08/05/2015,abc123,58,bbb
aaa,08/05/2015,xyz456,98,bbb
Example: 8th May 2015 Rolling 7 Days data set would be from 08/05/2015 to 02/05/2015
aaa,02/05/2015,abc123,25,bbb
aaa,02/05/2015,xyz456,75,bbb
aaa,04/05/2015,abc123,30,bbb
aaa,04/05/2015,xyz456,35,bbb
aaa,05/05/2015,xyz456,12,bbb
aaa,06/05/2015,abc123,32,bbb
aaa,06/05/2015,xyz456,43,bbb
aaa,07/05/2015,xyz456,87,bbb
aaa,08/05/2015,abc123,58,bbb
aaa,08/05/2015,xyz456,98,bbb
Output for 8th May 2015 Rolling 7 Days data set
RollingDate,Distributor,Amount
08/05/2015,abc123,145
08/05/2015,xyz456,350
I am able to obtain the above output from this command :
awk -F, '{key=$3;b[key]=b[key]+$4} END {for(i in a) print i","b[i]}'
Kindly suggest how to derive weekly split-up data sets then Sum.
Desired Output:
RollingDate,Distributor,Amount
01/05/2015,abc123,450
01/05/2015,xyz456,250
02/05/2015,abc123,450
02/05/2015,xyz456,250
03/05/2015,abc123,450
03/05/2015,xyz456,200
04/05/2015,abc123,130
04/05/2015,xyz456,235
05/05/2015,abc123,130
05/05/2015,xyz456,247
06/05/2015,abc123,162
06/05/2015,xyz456,240
07/05/2015,abc123,137
07/05/2015,xyz456,327
08/05/2015,abc123,145
08/05/2015,xyz456,350
Edit#1
1.
The logic is to find a Sum of Amount is billed to the distributor for the period of 7days range, i.e if i need to calculate sum for 1st May then I need to consider the line items from 1st May,30th Apr,29th Apr,28th Apr,27th Apr,26th Apr and 25th Apr , It is equivalent to 1st May (-) minus 6 days back ... like wise 2nd May rolling date is equal to from 2nd May to 26th May ( 2nd May minus 6 days back ..)
2.
Date format is DD/MM/YYYY - 02/05/2015 is 2nd May
Since the file contains 2 to 3 months deatils , dont want to select the first date (25/04/2015) from file then do minus 6 days back analysis , hence "RollingStartDate" will help from which dates need to consider the data , "RollingInterval" will help to do the analysis for "7 days" moving back or "14 days" moving back or "30 days monthly " moving back analysis.
"RollingEndDate" will help to avoid if actual file contains any future date data availabe , in this case if 09th or 15th may date line items need to be excluded ...

Answer 1

Here's a solution that just excludes dates that don't have 7 days before them instead of requiring a specific start/stop range:
$ cat tst.awk
BEGIN { FS=OFS=","; window=(window?window:7); secsPerDay=24*60*60 }
NR==1 { print "RollingDate", $3, $4; next }
{
endSecs = mktime(gensub(/(..)\/(..)\/(....)/,"\\3 \\2 \\1 0 0 0","",$2))
if (begSecs=="") {
begSecs = endSecs + ((window-1) * secsPerDay)
}
amount[endSecs][$3] += $4
dists[$3]
}
END {
for (currSecs=begSecs; currSecs<=endSecs; currSecs+=secsPerDay) {
for (dayNr=1; dayNr<=window; dayNr++) {
rollSecs = currSecs - ((dayNr-1) * secsPerDay)
for (dist in dists) {
sum[dist] += (rollSecs in amount ? amount[rollSecs][dist] : 0)
}
}
for (dist in dists) {
print strftime("%d/%m/%Y",currSecs), dist, sum[dist]
delete sum[dist]
}
}
}
.
$ awk -f tst.awk file
RollingDate,Distributor,Amount
01/05/2015,xyz456,250
01/05/2015,abc123,450
02/05/2015,xyz456,250
02/05/2015,abc123,450
03/05/2015,xyz456,200
03/05/2015,abc123,450
04/05/2015,xyz456,235
04/05/2015,abc123,130
05/05/2015,xyz456,247
05/05/2015,abc123,130
06/05/2015,xyz456,240
06/05/2015,abc123,162
07/05/2015,xyz456,327
07/05/2015,abc123,137
08/05/2015,xyz456,350
08/05/2015,abc123,145
.
To use some different window size than 7 days, just set it on the command line:
$ awk -v window=5 -f tst.awk file
RollingDate,Distributor,Amount
29/04/2015,xyz456,175
29/04/2015,abc123,375
30/04/2015,xyz456,100
30/04/2015,abc123,375
01/05/2015,xyz456,125
01/05/2015,abc123,425
02/05/2015,xyz456,200
02/05/2015,abc123,100
03/05/2015,xyz456,200
03/05/2015,abc123,100
04/05/2015,xyz456,185
04/05/2015,abc123,130
05/05/2015,xyz456,197
05/05/2015,abc123,105
06/05/2015,xyz456,165
06/05/2015,abc123,87
07/05/2015,xyz456,177
07/05/2015,abc123,62
08/05/2015,xyz456,275
08/05/2015,abc123,120
The above uses GNU awk for true 2D arrays and time functions. Hopefully it's clear enough that you can make any modifications you need to include/exclude specific date ranges.