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https://issues.apache.org/jira/browse/DRILL-4446?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Venki Korukanti resolved DRILL-4446.
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Resolution: Fixed
> Improve current fragment parallelization module
> -----------------------------------------------
>
> Key: DRILL-4446
> URL: https://issues.apache.org/jira/browse/DRILL-4446
> Project: Apache Drill
> Issue Type: New Feature
> Affects Versions: 1.5.0
> Reporter: Venki Korukanti
> Assignee: Venki Korukanti
> Fix For: 1.7.0
>
>
> Current fragment parallelizer {{SimpleParallelizer.java}} can’t handle
> correctly the case where an operator has mandatory scheduling requirement for
> a set of DrillbitEndpoints and affinity for each DrillbitEndpoint (i.e how
> much portion of the total tasks to be scheduled on each DrillbitEndpoint). It
> assumes that scheduling requirements are soft (except one case where Mux and
> DeMux case where mandatory parallelization requirement of 1 unit).
> An example is:
> Cluster has 3 nodes running Drillbits and storage service on each. Data for a
> table is only present at storage services in two nodes. So a GroupScan needs
> to be scheduled on these two nodes in order to read the data. Storage service
> doesn't support (or costly) reading data from remote node.
> Inserting the mandatory scheduling requirements within existing
> SimpleParallelizer is not sufficient as you may end up with a plan that has a
> fragment with two GroupScans each having its own hard parallelization
> requirements.
> Proposal is:
> Add a property to each operator which tells what parallelization
> implementation to use. Most operators don't have any particular strategy
> (such as Project or Filter), they depend on incoming operator. Current
> existing operators which have requirements (all existing GroupScans) default
> to current parallelizer {{SimpleParallelizer}}. {{Screen}} defaults to new
> mandatory assignment parallelizer. It is possible that PhysicalPlan generated
> can have a fragment with operators having different parallelization
> strategies. In that case an exchange is inserted in between operators where a
> change in parallelization strategy is required.
> Will send a detailed design doc.
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