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of rows left to be iterated over (start of function): 100 of rows iterated over this function call: 78 of rows left to be iterated over (end of function): 22 of rows left to be iterated over (start of function): 22 of rows iterated over this function call: 22 of rows left to be iterated over (end of function): 0

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Each one of these blocks of text tells us that we have read another little section of the first build partition, and scanned the entire corresponding probe partition. As before, we can say that the cost of the hash join ought to represent the fact that we have done so much extra I/O, and the optimizer ought to be able to work out roughly how much I/O that is. Again, it s a little difficult finding the right numbers when we work backwards from the activity. In this case, the final cost was 13,531. The initial tablescan costs totaled 510. So the incremental cost of the join was 13,021. We know that we had to dump about 2MB for the build table (i.e., most of it), and 10MB of the probe table (again, most of it). We then had to reread the build table once (even though we read it in four separate pieces, we read each piece just once), but had to reread the probe table four times. So the total extra I/O was 2MB (written) + 2MB (read) + 10MB (written) + 4 * 10MB (read) = 54MB = 6,912 blocks. Even though the multiblock direct read size in this case was just one block, the incremental cost has to be too high by a factor of about two how can you manage to get a cost of 13,021 from a total of 6,912 I/Os In fact, as we saw with the onepass hash, the optimizer has got the numbers wrong. We saw four passes against each probe partition in the 10104 trace file, but the calculations in the 10053 trace file reported an estimated 16 passes. (In this case, we can assume quite happily that the actual cluster size of 1 was also the predicted cluster size.)

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How It Works Usually, retrieving information from the database into the web application isn t an excessively expensive operation, because the connection to the database server from the web server is probably of high bandwidth. However, returning that data from the web server to the client can be a major bottleneck that causes poor performance in applications, because it s usually a low-bandwidth connection, such as a dial-up connection or wide area network (WAN) access. So, you must ensure that you send only the necessary information, and in the most compact format possible. We have already discussed how the DataSet serializes to a heavy XML representation. To solve this problem, you can take this DataSet and serialize it in a more lightweight structure. In this case, you simply contained data as a clean XML document, within the business logic of the service. You can then return this simpler data instead, resulting in a far lower data overhead. XmlDataDocument is an XmlDocument-derived class that presents a DataSet as an XmlDocument, hiding all the non-XML relevant information, such as row IDs and type. It simply wraps the DataSet, and you can directly return it from the web service: Dim contacts As New DataSet("Contacts") Dim ad As New SqlDataAdapter(cmContacts) ad.Fill(contacts, "Contact") Return New XmlDataDocument(contacts)

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Size of large data set = 1,269 blocks Size of small data set = 255 blocks Cluster size (predicted) = 1 I/O size used for calculation = 1.676 Probe passes = 16 -- from column sizes and row counts -- from column sizes and row counts -- inferred, after the event -- adjustment as described in 2 -- as reported in 10053 trace files

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