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big_data.rst alvis working polars
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docs/day3/big_data.rst

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@@ -910,18 +910,23 @@ Set up the environment
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ml xarray/2024.11.0-gfbf-2024a dask/2024.9.1-gfbf-2024a
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ml Jupyter-bundle/20250530-GCCcore-13.3.0
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- This will load matplotlib & SciPy-bundle on the fly!
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- Pandas, like NumPy, has typically been part of the SciPy-bundle module since 2020. Use ``ml spider SciPy-bundle`` to see which versions are available and how to load them.
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- Make a virtual environment
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.. code-block:: console
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virtualenv polarsvenv --system-site-packages
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. polarsvenv/bin/activate
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pip install polars
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python -m ipykernel install --user --name=polarsvenv --display-name="Test"
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- Then start jupyter-lab and a web browser will automatically open
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.. code-block:: console
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jupyter-lab
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- Installing ``polars`` has not worked yet by instructor. May update this if I manage!
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.. challenge:: Chunk sizes in Dask
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- The following example calculate the mean value of a random generated array.

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