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tomwhite committed Feb 12, 2024
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2 changes: 1 addition & 1 deletion _sources/user-guide/reliability.md
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Expand Up @@ -23,4 +23,4 @@ A few slow running tasks (called stragglers) can disproportionately slow down th

When a backup task is launched the original task is not cancelled, so it is to be expected that both tasks will complete and write their (identical) output. This only works since tasks are idempotent and each write a single, whole Zarr chunk in an atomic operation. (Updates to a single key are atomic in both [Amazon S3](https://docs.aws.amazon.com/AmazonS3/latest/userguide/Welcome.html#ConsistencyModel) and Google Cloud Storage.)

Note that this feature is experimental and disabled by default since it has not been tested at scale yet.
Backup tasks are enabled by default, but if you need to turn them off you can do so with ``use_backups=False``.
3 changes: 2 additions & 1 deletion _sources/user-guide/scaling.md
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Expand Up @@ -35,7 +35,8 @@ Weak scaling requires more workers than output chunks, so for large problems it
With fewer workers than chunks we would expect linear strong scaling, as every new worker added has nothing to wait for.

Stragglers are tasks that take much longer than average, who disproportionately hold up the next step of the computation.
To handle stragglers, you should consider turning on backups (with ``use_backups=True``), as any failures that are restarted essentially become stragglers.
Stargglers are handled by running backup tasks for any tasks that are running very slowly. This feature is enabled by default, but
if you need to turn it off you can do so with ``use_backups=False``.
Worker start-up time is another practical speed consideration, though it would delay computations of all scales equally.

### Multi-step Calculation
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<script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>

<script src="../_static/documentation_options.js?v=38a4f1ef"></script>
<script src="../_static/documentation_options.js?v=d1589738"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
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2 changes: 1 addition & 1 deletion generated/cubed.visualize.html
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<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
<script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>

<script src="../_static/documentation_options.js?v=38a4f1ef"></script>
<script src="../_static/documentation_options.js?v=d1589738"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
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<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
<script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>

<script src="_static/documentation_options.js?v=38a4f1ef"></script>
<script src="_static/documentation_options.js?v=d1589738"></script>
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<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
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<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
<script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>

<script src="../_static/documentation_options.js?v=38a4f1ef"></script>
<script src="../_static/documentation_options.js?v=d1589738"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
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2 changes: 1 addition & 1 deletion getting-started/index.html
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<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
<script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>

<script src="../_static/documentation_options.js?v=38a4f1ef"></script>
<script src="../_static/documentation_options.js?v=d1589738"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
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