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Better queue throughput #5

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petervandivier opened this issue Jun 15, 2023 · 1 comment
Open

Better queue throughput #5

petervandivier opened this issue Jun 15, 2023 · 1 comment
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enhancement New feature or request

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@petervandivier
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The current parallelization implementation means that (assuming no errors), each serial batch takes as long as the longest parallel sub-step. For example, if our $Step is 1 hour and our $Parallelism is 24, each serial batch is 1 day. If most hour sub-steps are quite small but there's regularly a spike from 12PM-1PM, then the long midday batch will cause all other parallel threads to wait until it has completed before the next serial batch can begin processing.

Implement a materialized queue system such that a thread receiving a batch can immediately proceed to another without waiting on a serial partner.
@petervandivier
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Relates to #10

@petervandivier petervandivier mentioned this issue Dec 22, 2023
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@petervandivier petervandivier added the enhancement New feature or request label Dec 22, 2023
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