Gabriel39 opened a new pull request, #4182:
URL: https://github.com/apache/doris-website/pull/4182

   Filtered Lance retrieval can repeat scalar-index work when scalar segments 
cross search-split boundaries. Add an English/Chinese guide explaining filter 
placement, physical-segment split planning, fragment-coverage alignment, 
construction and maintenance workflows, shared-cache pressure, and profile 
diagnosis.
   
   The guide distinguishes fragment-scoped V2 scalar pruning from legacy reader 
paths, treats segment sizing as a workload experiment, and explains why logical 
indexes do not automatically align different columns. It includes filtered 
vector/FTS SQL and a clearly labeled SDK orchestration pattern with separate 
per-index commits.
   
   Also correct the Catalog type mapping to document Arrow/Lance JSON as Doris 
JSON, together with the already-supported Duration, nullable Null, and BFloat16 
mappings. Preserve storage-type checks, unsupported-extension restrictions, and 
the distinction between JSON extensions and ordinary strings containing JSON 
text. Remove JSON from the unsupported-column exclusion example. Type behavior 
was checked against the current branch-4.1 converter and reader, including 
apache/doris#67325.
   
   Validation:
   - Docusaurus 3.6.3 MDX compilation passed for all six touched pages.
   - Front matter, Markdown structure, new-page SEO, targeted links/anchors, 
and diff checks passed.
   - Checked bilingual SQL/Python examples, Python syntax, metric names, 
heading anchors, sidebar JSON/reference, and sensitive-data absence in 
additions.
   - The i18n checker reports only missing `current` counterparts. These pages 
intentionally follow the existing 4.x-only Lance Catalog placement and retain 
its documented experimental/4.2 availability boundary.
   - No full-site build, dataset execution, or cluster benchmark was performed. 
No performance improvement is claimed as measured.
   
   Self-review:
   - Goal: covers filtered retrieval tuning and aligned construction; corrects 
the requested JSON support statement.
   - Scope: two new localized pages, focused Catalog corrections, entry links, 
and one sidebar item.
   - Information architecture: follows the existing 4.x Lakehouse Best 
Practices layout; locales are synchronized.
   - Links/navigation: existing URLs and headings preserved; new page linked 
from the sidebar, Catalog, and cache guide.
   - UI/configuration: no component, styling, routing configuration, or 
build-script changes; sidebar JSON remains valid.
   - Verification: targeted checks above cover document parsing and navigation; 
runtime validation limits are explicit.
   - Other issues: no additional correctness, accessibility, SEO, or 
maintainability issues found in self-review.
   


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