I am trying to execute a query that has group by clause in it.
The query executes in 0.012243 seconds
However when I execute [resultset next], it takes more than 5 seconds the first time it is called.
Example
NSMutableArray *recordsArray = [[NSMutableArray alloc] init];
NSString * query = @"select count(id), SUBSTR(purchase_date, 0,11) as purchase_date from sales where purchase_date LIKE '2012-12%' group by purchase_date order by purchase_date asc";
NSDate * date1 = [NSDate date];
FMResultSet * resultset = [database executeQuery:query];
NSDate * date2 = [NSDate date];
NSTimeInterval timeTaken = [date2 timeIntervalSinceDate:date1];
NSLog(@"TimeTaken: %f", timeTaken); //outputs around 0.012
while ([resultset next])
{
[recordsArray addObject:[resultset resultDictionary]];
}
date2 = [NSDate date];
timeTaken = [date2 timeIntervalSinceDate:date1];
NSLog(@"TimeTaken 2: %f", timeTaken); //outputs around 5.5 seconds
I have also been able to determine that all the time taken is during the first time [resultset next] is called.
I have also tried modifying the query to remove the group by clause by generating a UNION'ed query like
NSString * query2 = @"select * from
(
select count(id), SUBSTR(purchase_date, 0,11) as purchase_date from sales where purchase_date = 2012-12-01
UNION
select count(id), SUBSTR(purchase_date, 0,11) as purchase_date from sales where purchase_date = 2012-12-02
UNION
select count(id), SUBSTR(purchase_date, 0,11) as purchase_date from sales where purchase_date = 2012-12-03
....
UNION
select count(id), SUBSTR(purchase_date, 0,11) as purchase_date from sales where purchase_date = 2012-12-31
) where purcase_date is not NULL order by purchase_date asc";
Executing this query also takes 0.2 seconds but the first call to [resultset next] and the time shoots to 7+ seconds.
Other Info
The table currently has 8000+ rows but that number can go as high as 100K in case of some of my users.
I am using this data to plot a graph for the sales trends for the given month.
On the simulator, this query executes in less that 0.5 seconds but on the device it takes a lot of time.
Question
Can you guide me how to bring down the time for this query?
I determined that the largest bottleneck was the SUBSTR and Group By clauses and executing & processing a simple query like the following only took around 0.02 seconds
Select purchase_date from sales where purchase_date LIKE '2012-12%' order by purchase_date asc;
So I introduced it as an an inner query
Select count(purcahse_date) as count, SUBSTR(purchase_date, 0, 11) as purchase_date from
(
Select purchase_date from sales where purchase_date LIKE '2012-12%'
)
group by purchase_date, order by purchase_date;
Although the data generated was same as the initial query the time again sky-rocketed to around 5.5 seconds as before.
So finally I decide to bite the bullet and my final solution till now is to get all the purchase_date records for the given month and process them by myself.
So Now the code looks like this
while ([resultset next])
{
[recordsArray addObject:[resultset resultDictionary]];
}
[resultset close];
[self closeDB];
//release the db lock at this point
int array[31]; //maximum days in a month
bzero((void *)array, 31 * sizeof(int)); //initialize the month array
for(NSDictionary * d in recordsArray) //read the records received from the db and add daily sales count
{
NSRange r;
r.location = 8;
r.length = 2;
int dDate = [[[d objectForKey:@"purchase_date"] substringWithRange:r] intValue];
array[dDate-1]++;
}
[recordsArray removeAllObjects];
//refDate contains @"2012-12"
for(int i=0; i<31; i++) //now populate the final array again
{
if(array[i] > 0)
{
NSDictionary * d1 = [NSDictionary dictionaryWithObjectsAndKeys:[NSString stringWithFormat:@"%@-%02d", refDate, i+1], @"date", [NSNumber numberWithInt:array[i]], @"count", nil];
[recordsArray addObject:d1];
}
}
return recordsArray;
I hope it helps someone else also stuck in a similar situation or some db guru might suggest some better alternative than this ugly solution.