[SPARK-51802][PYTHON][DOCS] OSS PySpark User Guide Docs #50589
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asl3
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### What changes were proposed in this pull request? Add PySpark User Guide to OSS Docs webpage. The following sections are included in the v1 User Guide: ``` DataFrames - A view into your structured data A Tour of PySpark Data Types Function Junction - Data manipulation with PySpark Bug Busting - Debugging PySpark Unleashing UDFs and UDTFs Old SQL, New Tricks Load and Behold - Data loading ``` ### Why are the changes needed? Currently, there is a lack of up-to-date PySpark user guides - especially documentation highlighting new 4.0 PySpark features. This user guide aims to develop comprehensive PySpark materials to improve the PySpark user experience. ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? Existing docs build ### Was this patch authored or co-authored using generative AI tooling? No Closes #50589 from asl3/pysparkdocs-adduserguide. Authored-by: Amanda Liu <amanda.liu@databricks.com> Signed-off-by: Hyukjin Kwon <gurwls223@apache.org> (cherry picked from commit 02faae5) Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>
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### What changes were proposed in this pull request? Add PySpark User Guide to OSS Docs webpage. The following sections are included in the v1 User Guide: ``` DataFrames - A view into your structured data A Tour of PySpark Data Types Function Junction - Data manipulation with PySpark Bug Busting - Debugging PySpark Unleashing UDFs and UDTFs Old SQL, New Tricks Load and Behold - Data loading ``` ### Why are the changes needed? Currently, there is a lack of up-to-date PySpark user guides - especially documentation highlighting new 4.0 PySpark features. This user guide aims to develop comprehensive PySpark materials to improve the PySpark user experience. ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? Existing docs build ### Was this patch authored or co-authored using generative AI tooling? No Closes apache#50589 from asl3/pysparkdocs-adduserguide. Authored-by: Amanda Liu <amanda.liu@databricks.com> Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>
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Nov 14, 2025
### What changes were proposed in this pull request? Add PySpark User Guide to OSS Docs webpage. The following sections are included in the v1 User Guide: ``` DataFrames - A view into your structured data A Tour of PySpark Data Types Function Junction - Data manipulation with PySpark Bug Busting - Debugging PySpark Unleashing UDFs and UDTFs Old SQL, New Tricks Load and Behold - Data loading ``` ### Why are the changes needed? Currently, there is a lack of up-to-date PySpark user guides - especially documentation highlighting new 4.0 PySpark features. This user guide aims to develop comprehensive PySpark materials to improve the PySpark user experience. ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? Existing docs build ### Was this patch authored or co-authored using generative AI tooling? No Closes apache#50589 from asl3/pysparkdocs-adduserguide. Authored-by: Amanda Liu <amanda.liu@databricks.com> Signed-off-by: Hyukjin Kwon <gurwls223@apache.org> (cherry picked from commit 26e478b) Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>
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What changes were proposed in this pull request?
Add PySpark User Guide to OSS Docs webpage. The following sections are included in the v1 User Guide:
with guidance from Xiao Li @gatorsmile, DB Tsai @dbtsai, and Jules Damji @dmatrix
Why are the changes needed?
Currently, there is a lack of up-to-date PySpark user guides - especially documentation highlighting new 4.0 PySpark features. This user guide aims to develop comprehensive PySpark materials to improve the PySpark user experience.
Does this PR introduce any user-facing change?
Yes - docs update
How was this patch tested?
Existing docs build
Was this patch authored or co-authored using generative AI tooling?
No