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How to calculate max concurrency at any point of time
Posted on 2010-11-23
Hi,
I am having a file(sorted from old timestamp to latest) like below
512912.00 6/1/2010 11:20:02 1.00
512913.00 6/1/2010 11:20:03 1.00
512912.00 6/1/2010 11:20:03 2.00
512914.00 6/1/2010 11:22:53 1.00
512917.00 6/1/2010 11:23:38 1.00
512918.00 6/1/2010 11:25:04 1.00
512919.00 6/1/2010 11:25:13 1.00
512920.00 6/1/2010 11:26:40 1.00
512921.00 6/1/2010 11:26:49 1.00
512953.00 6/1/2010 11:41:05 1.00
512954.00 6/1/2010 11:41:19 1.00
512943.00 6/1/2010 11:41:21 2.00
512861.00 6/1/2010 11:41:56 2.00
512958.00 6/1/2010 11:42:35 1.00
512959.00 6/1/2010 11:43:39 1.00
512895.00 6/1/2010 11:48:56 2.00
512906.00 6/1/2010 11:48:56 2.00
512901.00 6/1/2010 11:49:56 2.00
where
1column unique userid's
2nd column timestamp
3rd column:
1.00 and 4.00 = logged in
2.00 and 3.00 =logged out
Please do let me know any script which will be able to calculate the maximum number of concurrency from the entries in file
login.zip
I am having a file(sorted from old timestamp to latest) like below
512912.00 6/1/2010 11:20:02 1.00
512913.00 6/1/2010 11:20:03 1.00
512912.00 6/1/2010 11:20:03 2.00
512914.00 6/1/2010 11:22:53 1.00
512917.00 6/1/2010 11:23:38 1.00
512918.00 6/1/2010 11:25:04 1.00
512919.00 6/1/2010 11:25:13 1.00
512920.00 6/1/2010 11:26:40 1.00
512921.00 6/1/2010 11:26:49 1.00
512953.00 6/1/2010 11:41:05 1.00
512954.00 6/1/2010 11:41:19 1.00
512943.00 6/1/2010 11:41:21 2.00
512861.00 6/1/2010 11:41:56 2.00
512958.00 6/1/2010 11:42:35 1.00
512959.00 6/1/2010 11:43:39 1.00
512895.00 6/1/2010 11:48:56 2.00
512906.00 6/1/2010 11:48:56 2.00
512901.00 6/1/2010 11:49:56 2.00
where
1column unique userid's
2nd column timestamp
3rd column:
1.00 and 4.00 = logged in
2.00 and 3.00 =logged out
Please do let me know any script which will be able to calculate the maximum number of concurrency from the entries in file
login.zip
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10 Comments
in Java use scanner to read the file and check if the last token in each line is 1 or 4 if so, add them into concurrent!
http://www.java-tips.org/java-se-tips/java.util/scanning-text-with-java.util.scanner-3.html
http://www.java-tips.org/java-se-tips/java.util/scanning-text-with-java.util.scanner-3.html
Thanks. but if I am calculating max concurrent users what shall be the algorithm as users are also logging out too. so I can not blindly add all 1,4 to find maximum concurrent usage over a date range
It will be great if anyone can provide me a script or java or perl code to do it.
I found some thing where you can calculate in DB but dont know how to put it for this file.
SELECT MAX(ConcurrentUsers)
FROM (SELECT a.StartTime, COUNT(*) AS ConcurrentUsers
FROM MyTable AS a
INNER JOIN MyTable AS b
ON b.StartTime <= a.StartTime
AND b.EndTime >= a.EndTime
WHERE a.StartTime >= @StartOfPeriod
AND a.StartTime <= @EndOfPeriod
GROUP BY a.StartTime) AS x
http://www.sqlnewsgroups.net/sqlserver/t839-calculate-concurrent-users-between-date-time-range.aspx
It will be great if anyone can provide me a script or java or perl code to do it.
I found some thing where you can calculate in DB but dont know how to put it for this file.
SELECT MAX(ConcurrentUsers)
FROM (SELECT a.StartTime, COUNT(*) AS ConcurrentUsers
FROM MyTable AS a
INNER JOIN MyTable AS b
ON b.StartTime <= a.StartTime
AND b.EndTime >= a.EndTime
WHERE a.StartTime >= @StartOfPeriod
AND a.StartTime <= @EndOfPeriod
GROUP BY a.StartTime) AS x
http://www.sqlnewsgroups.net/sqlserver/t839-calculate-concurrent-users-between-date-time-range.aspx
got you, you can have a map( userid as key and count as value ) and then finally travers through the map and add up all the counts( non negative )
Am new to this. It will be great if I can get the code to do that.
DB import is not an option as it takes huge amount of time if the data is huge and its time taking too.
DB import is not an option as it takes huge amount of time if the data is huge and its time taking too.
>>Am new to this. It will be great if I can get the code to do that.
why don't you try coding using the example of Scanner and come back if you struck?
why don't you try coding using the example of Scanner and come back if you struck?
This is the optimal solution with java:
1. make such as class:
public class Event {
private long id;
private Date evDate;
private int type;
}
2. Create a Map
Map<Long, Event> events = new TreeMap<Long, Event>();
3. Assuming that for each event of type 2 you have event of type 1 before that, you have to do the following:
Loop throught the file and the following:
1) If you find event of type 1 add it to the "events", if you find event of type 2, remove the event of type 1 from the map and calculate the period using as start date the date from event type "1" and as end date the date from event type "2".
After having this period you have to disperse it to the the period you have already defined and divided by intervals by 1 hour let say. So if the user is logged in at 15:20 and logged out at 17:30, during the dispersion you have to increase by 1 the hours 15:00, 16:00 and 17:00.
After that you have to find the maximum users per hour. Ofcourse the dispersion coluld be not by hour but by every 30 min let say, or by 10 min...
1. make such as class:
public class Event {
private long id;
private Date evDate;
private int type;
}
2. Create a Map
Map<Long, Event> events = new TreeMap<Long, Event>();
3. Assuming that for each event of type 2 you have event of type 1 before that, you have to do the following:
Loop throught the file and the following:
1) If you find event of type 1 add it to the "events", if you find event of type 2, remove the event of type 1 from the map and calculate the period using as start date the date from event type "1" and as end date the date from event type "2".
After having this period you have to disperse it to the the period you have already defined and divided by intervals by 1 hour let say. So if the user is logged in at 15:20 and logged out at 17:30, during the dispersion you have to increase by 1 the hours 15:00, 16:00 and 17:00.
After that you have to find the maximum users per hour. Ofcourse the dispersion coluld be not by hour but by every 30 min let say, or by 10 min...
Thanks I will try it but i need to prepare for java first. :) . i wanted some script in perl which will be able to do it. The issue is I have very less time in my hand. But sure i will try it.
Any other help appreciated.! thanks
Any other help appreciated.! thanks
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You could model this using nested set. The largest set would give you the largest concurrency
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