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https://issues.apache.org/jira/browse/TEZ-3998?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yingda Chen reassigned TEZ-3998:
--------------------------------
Assignee: Yingda Chen
> Allow CONCURRENT edge property in DAG construction and introduce
> ConcurrentSchedulingType
> -----------------------------------------------------------------------------------------
>
> Key: TEZ-3998
> URL: https://issues.apache.org/jira/browse/TEZ-3998
> Project: Apache Tez
> Issue Type: Task
> Reporter: Yingda Chen
> Assignee: Yingda Chen
> Priority: Major
>
> This is the first task related to TEZ-3997
>
> |Note: There is no API change in this proposed change. The majority of this
> change will be lifting some existing constraints against CONCURRENT edge
> type, and addition of a VertexMangerPlugin implementation.|
>
> This includes enabling the CONCURRENT SchedulingType as a valid edge
> property, by removing all the sanity check against CONCURRENT during DAG
> construction/execution. A new VertexManagerPlugin (namely
> VertexManagerWithConcurrentInput) will be implemented for vertex with
> incoming concurrent edge(s).
> In addition, we will assume in this change that
> * A vertex *cannot* have both SEQUENTIAL and CONCURRENT incoming edges
> * No shuffle or data movement is handled by Tez framework when two vertices
> are connected through a CONCURRENT edge. Instead, runtime should be
> responsible for handling all the data-plane communications (as proposed in
> [1]).
> Note that the above assumptions are common for scenarios such as whole-DAG or
> sub-graph gang scheduling, but they may be relaxed in later implementation,
> which may allow mixture of SEQUENTIAL and CONCURRENT edges on the same vertex.
>
> Most of the (meaningful) scheduling decisions today in Tez are made based on
> the notion of (or an extended version of) source task completion. This will
> no longer be true in presence of CONCURRENT edge. Instead, events such as
> source vertex configured, or source task running will become more relevant
> when making scheduling decision for two vertices connected via a CONCURRENT
> edge. We therefore introduce a new enum *ConcurrentSchedulingType* to
> describe the “scheduling timing” for the downstream vertex in such scenarios.
> |public enum ConcurrentSchedulingType{
> /** * trigger downstream vertex tasks scheduling by "configured" event of
> upstream vertices */
> SOURCE_VERTEX_CONFIGURED,
> /** * trigger downstream vertex tasks scheduling by "running" event of
> upstream tasks */
> SOURCE_TASK_STARTED
> }|
>
> Note that in this change, we will only use SOURCE_VERTEX_CONFIGURED as the
> scheduling type, which suffice for scenarios of whole-DAG or sub-graph
> gang-scheduling, where we want (all the tasks in) the downstream vertex to be
> scheduled together with (all the tasks) in the upstream vertex. In this case,
> we can leverage the existing onVertexStateUpdated() interface of
> VextexMangerPlugin to collect relevant information to assist the scheduling
> decision, and *there is no additional API change necessary*. However, in more
> subtle case such as the parameter-server example described in Fig. 1, other
> scheduling type would be more relevant, therefore the placeholder for
> *ConcurrentSchedulingType* will be introduced in this change as part of the
> infrastructure work.
>
> Finally, since we assume that all communications between two vertices
> connected via CONCURRENT edge are handled by application runtime, a
> CONCURRENT edge will be assigned a DummyEdgeManager that basically mute all
> DME/VME handling.
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