Bump dask from 2024.7.1 to 2024.8.0

[dependabot[bot]]

Bumps dask from 2024.7.1 to 2024.8.0.

Release notes

Sourced from dask's releases.

2024.8.0

Changes

• Add changelog for dask order patch @​phofl (#11278)
• order: add regression test for xarray map reduce @​fjetter (#11277)
• Add changelog entry for take @​phofl (#11274)
• Revert "order: remove data task graph normalization" @​phofl (#11276)
• Use the shuffle algorithm for take @​phofl (#11267)
• Implement task-based array shuffle @​phofl (#11262)
• order: remove data task graph normalization @​fjetter (#11263)
• Update zoom link for monthly meeting @​scharlottej13 (#11265)
• Update data loading section of best practices @​phofl (#11247)
• Match default chunksize in docstring to actual default set in code @​SwamyDev (#11254)
• Fixup casting error in pandas 3 @​phofl (#11250)
• Skip new warning from pandas @​phofl (#11249)
• Fix pandas nightly bugs @​phofl (#11244)

See the Changelog for more information.

Commits

• 3c4bbaf bump version to 2024.8.0
• 44b23ac Add changelog for dask order patch (#11278)
• b61e697 order: add regression test for xarray map reduce (#11277)
• 62628cb Add changelog entry for take (#11274)
• 98a43d8 Revert "order: remove data task graph normalization" (#11276)
• 1587b3b Use the shuffle algorithm for take (#11267)
• 8fa8d2e Implement task-based array shuffle (#11262)
• b57de02 order: remove data task graph normalization (#11263)
• 8dcf306 Update zoom link for monthly meeting (#11265)
• f95007b Update data loading section of best practices (#11247)
• Additional commits viewable in compare view

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[codecov[bot]]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 67.19%. Comparing base (5905d03) to head (238c853).

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #6326 +/- ## ======================================= Coverage 67.19% 67.19% ======================================= Files 352 352 Lines 32155 32155 ======================================= Hits 21608 21608 Misses 10547 10547 ```

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