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From "ASF GitHub Bot (JIRA)" <>
Subject [jira] [Commented] (BEAM-115) Beam Runner API
Date Tue, 02 May 2017 00:46:04 GMT


ASF GitHub Bot commented on BEAM-115:

Github user asfgit closed the pull request at:

> Beam Runner API
> ---------------
>                 Key: BEAM-115
>                 URL:
>             Project: Beam
>          Issue Type: Improvement
>          Components: beam-model-runner-api
>            Reporter: Kenneth Knowles
>            Assignee: Kenneth Knowles
> The PipelineRunner API from the SDK is not ideal for the Beam technical vision.
> It has technical limitations:
>  - The user's DAG (even including library expansions) is never explicitly represented,
so it cannot be analyzed except incrementally, and cannot necessarily be reconstructed (for
example, to display it!).
>  - The flattened DAG of just primitive transforms isn't well-suited for display or transform
>  - The TransformHierarchy isn't well-suited for optimizations.
>  - The user must realistically pre-commit to a runner, and its configuration (batch vs
streaming) prior to graph construction, since the runner will be modifying the graph as it
is built.
>  - It is fairly language- and SDK-specific.
> It has usability issues (these are not from intuition, but derived from actual cases
of failure to use according to the design)
>  - The interleaving of apply() methods in PTransform/Pipeline/PipelineRunner is confusing.
>  - The TransformHierarchy, accessible only via visitor traversals, is cumbersome.
>  - The staging of construction-time vs run-time is not always obvious.
> These are just examples. This ticket tracks designing, coming to consensus, and building
an API that more simply and directly supports the technical vision.

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