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                                                            <p style="margin: 10px 0 0; margin-top: 0">Now what that number needs to be for "optimal" is something that we can't guess and needs to be a tunable which can be controlled by end users.</p>
                                                        </blockquote> <p style="margin: 10px 0 0">I totally agree, we don't know anything about the execution environment, so we can't optimize this value. Which is why I would not try to find a value that will perform "best", but rather try to find a value that is the least likely to perform very badly.</p> 
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                                                            <p style="margin: 10px 0 0; margin-top: 0">Attempting to set "infinite" or other very high figures would not help performance at all, the reason to constrain such pipelines is to make optimal use of all resources.</p>
                                                        </blockquote> <p style="margin: 10px 0 0">Sure, but on the other hand setting it to some low value (such as 2) by default may hurt performance.</p> <p style="margin: 10px 0 0">Anyway... The default mandated by the spec (and implemented by both JBatch and JBeret) is to spawn as many threads as partitions, and this seems a bit... aggressive in our case, since we don't constrain the number of partitions (but rather their size).</p> <p style="margin: 10px 0 0">Maybe we could change the way we configure the job: don't ask the users how many rows per partitions + how many threads they want, but just how many partitions, and (if different) how many threads?<br> The number of rows per partitions offers very little anyway: it doesn't affect how frequently we write to the index (only the checkpoint interval does), and as soon as it's higher than the database fetch size it shouldn't affect read performance much.</p> </td> 
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