JingsongLi opened a new pull request, #9724:
URL: https://github.com/apache/paimon/pull/9724

   ### Purpose
   
   The Spark documentation has an empty landing page and mixes setup, schema 
evolution, streaming recovery, and procedure reference material into long 
pages. Organize the guides around setup, tables and schemas, reading and 
writing, streaming, and operations, with a runnable quick start and dedicated 
reference pages. Preserve existing page routes and section anchors when moving 
content.
   
   Replace the procedure HTML table with categorized Markdown references, index 
all 48 registered procedures, and document parameter types and requiredness. 
Clarify SQL and DataFrame examples against the implementation and existing 
tests, including column alignment, overwrite scope, table replacement, default 
values, and streaming recovery. Add five editable SVG diagrams covering 
integration, read scopes, partition overwrite, DataFrame column alignment, and 
recovery.
   
   ### Tests
   
   - Docusaurus production build passed with Node.js 22 after rebasing onto the 
latest master.
   - REST OpenAPI validation passed: 56 catalog operations and 6 management 
operations.
   - Local documentation validation checked 1,490 page, image, and anchor 
references; all original Spark section anchors and 42 procedure references were 
preserved.
   - Audited all 48 registered procedure signatures and visually checked the 
rendered documentation and SVG diagrams.
   - `git diff --check` passed. No runtime code changes; Spark integration 
tests were not run.
   


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