DOC: Add Use Modin section on Scaling to large datasets page
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…tasets` page Signed-off-by: Igoshev, Iaroslav <[email protected]>
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…ge (#57586) * DOC-#57585: Add `Use Modin` section on `Scaling to large datasets` page Signed-off-by: Igoshev, Iaroslav <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Address comments Signed-off-by: Igoshev, Iaroslav <[email protected]> * Address comments Signed-off-by: Igoshev, Iaroslav <[email protected]> * Revert some changes Signed-off-by: Igoshev, Iaroslav <[email protected]> * Address comments Signed-off-by: Igoshev, Iaroslav <[email protected]> --------- Signed-off-by: Igoshev, Iaroslav <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Marc Garcia <[email protected]>
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…tasets` page (pandas-dev#57586) * DOC-pandas-dev#57585: Add `Use Modin` section on `Scaling to large datasets` page Signed-off-by: Igoshev, Iaroslav <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Address comments Signed-off-by: Igoshev, Iaroslav <[email protected]> * Address comments Signed-off-by: Igoshev, Iaroslav <[email protected]> * Revert some changes Signed-off-by: Igoshev, Iaroslav <[email protected]> * Address comments Signed-off-by: Igoshev, Iaroslav <[email protected]> --------- Signed-off-by: Igoshev, Iaroslav <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Marc Garcia <[email protected]>
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Pandas version checks
mainhereLocation of the documentation
https://pandas.pydata.org/docs/user_guide/scale.html
Documentation problem
While there are different libraries to scale large datasets, the only option shown on
scale.rstpage is Dask. It could be useful and valuable for users to get more options out of the page. One of the options could be Modin, which has a drop-in replacement API for pandas. It would be nice to show how Modin can speed up pandas operations, as well as to be used along with pandas in a single flow to get ultimate performance and reduce users's waiting time.Suggested fix for documentation
Add a section about Modin.
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