mirror of
https://github.com/vale981/ray
synced 2025-03-10 05:16:49 -04:00
ab8785ca5c
Duplicate for #25247. Adds a fix for Dask-on-Ray. Previously, for tasks with multiple return values, we implicitly allowed returning a dict with the return index as the key. This was used by Dask-on-Ray, but this is not documented behavior, and we now require task returns to be iterable instead.
27 lines
692 B
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27 lines
692 B
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.. _task-patterns:
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Task Design Patterns
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====================
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This section is a collection of common design patterns (and anti-patterns) for Ray tasks. It is meant as a handbook for both:
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- New users trying to understand how to get started with Ray, and
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- Advanced users trying to optimize their use of Ray tasks
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You may also be interested in visiting the design patterns section for :ref:`actors <actor-patterns>`.
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.. toctree::
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:maxdepth: -1
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tree-of-tasks
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map-reduce
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limit-tasks
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generators
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closure-capture
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fine-grained-tasks
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global-variables
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ray-get-loop
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submission-order
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too-many-results
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redefine-task-actor-loop
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unnecessary-ray-get
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