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‎_preview/20/_images/2fd26d6050ef456ebf817226de52095e08df03c26e563eb76db2754275b93c89.svg ‎_preview/20/_images/ab2cc9303a012de897121dea217499e90d59d2a92c50e36adbe9eb2a22d66e7e.svg

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‎_preview/20/_sources/notebooks/03-dask-xarray.ipynb

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"* [Dask Code](https://github.com/dask/dask/)\n",
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"* [Dask Blog](https://blog.dask.org/)\n",
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"* [Xarray Docs](https://xarray.pydata.org/)\n",
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"* [Xarray + Dask docs](https://docs.xarray.dev/en/stable/user-guide/dask.html), particularly the [optimization tips](https://docs.xarray.dev/en/stable/user-guide/dask.html#optimization-tips)\n",
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"* [Xarray + Dask docs](https://docs.xarray.dev/en/stable/user-guide/dask.html), particularly the [best practices](https://docs.xarray.dev/en/stable/user-guide/dask.html#best-practices)\n",
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"* [Xarray Tutorial material](https://tutorial.xarray.dev/intro.html)\n",
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" \n",
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"\n",

‎_preview/20/notebooks/01-dask-array.html

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<div style="width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;"> </div>
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<div style="margin-left: 48px;">
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<h3 style="margin-bottom: 0px;">Client</h3>
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<p style="color: #9D9D9D; margin-bottom: 0px;">Client-54dfc9cb-b269-11ef-89a1-000d3a61b727</p>
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<h3 style="margin-bottom: 0px; margin-top: 0px;">LocalCluster</h3>
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<div style="width: 24px; height: 24px; background-color: #FFF7E5; border: 3px solid #FF6132; border-radius: 5px; position: absolute;"> </div>
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<h3 style="margin-bottom: 0px;">Scheduler</h3>
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<p style="color: #9D9D9D; margin-bottom: 0px;">Scheduler-80e0b76f-1a7b-4f86-b477-6f7475fd5c09</p>
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<p style="color: #9D9D9D; margin-bottom: 0px;">Scheduler-55763985-eb6e-4032-b7f4-832ae39caf73</p>
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<table style="width: 100%; text-align: left;">
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<strong>Comm:</strong> tcp://127.0.0.1:35207
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<strong>Comm:</strong> tcp://127.0.0.1:33341
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<strong>Workers:</strong> 4
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<strong>Comm: </strong> tcp://127.0.0.1:45461
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<strong>Comm: </strong> tcp://127.0.0.1:37143
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<strong>Total threads: </strong> 1
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<strong>Dashboard: </strong> <a href="http://127.0.0.1:38475/status" target="_blank">http://127.0.0.1:38475/status</a>
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<strong>Dashboard: </strong> <a href="http://127.0.0.1:41339/status" target="_blank">http://127.0.0.1:41339/status</a>
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<strong>Memory: </strong> 3.90 GiB
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<strong>Nanny: </strong> tcp://127.0.0.1:37273
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<strong>Nanny: </strong> tcp://127.0.0.1:40799
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<strong>Local directory: </strong> /tmp/dask-scratch-space/worker-z_h75n6l
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<strong>Local directory: </strong> /tmp/dask-scratch-space/worker-ot7vol_a
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<strong>Comm: </strong> tcp://127.0.0.1:38045
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<strong>Comm: </strong> tcp://127.0.0.1:37923
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<strong>Dashboard: </strong> <a href="http://127.0.0.1:37589/status" target="_blank">http://127.0.0.1:37589/status</a>
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<strong>Dashboard: </strong> <a href="http://127.0.0.1:32801/status" target="_blank">http://127.0.0.1:32801/status</a>
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<strong>Memory: </strong> 3.90 GiB
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<strong>Nanny: </strong> tcp://127.0.0.1:34819
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<strong>Nanny: </strong> tcp://127.0.0.1:40261
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<strong>Dashboard: </strong> <a href="http://127.0.0.1:44811/status" target="_blank">http://127.0.0.1:44811/status</a>
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<strong>Nanny: </strong> tcp://127.0.0.1:39861
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<strong>Local directory: </strong> /tmp/dask-scratch-space/worker-3iiyzu4r
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<strong>Dashboard: </strong> <a href="http://127.0.0.1:36863/status" target="_blank">http://127.0.0.1:36863/status</a>
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>CPU times: user 48 ms, sys: 577 μs, total: 48.6 ms
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>CPU times: user 48.1 ms, sys: 475 μs, total: 48.6 ms
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Wall time: 43.7 ms
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