andygrove opened a new pull request, #4362:
URL: https://github.com/apache/datafusion-comet/pull/4362

   ## Which issue does this PR close?
   
   Part of #4020.
   
   ## Rationale for this change
   
   Companion docs update to #4019. Once `native_iceberg_compat` is removed and 
Comet has a single Parquet scan implementation, references to the two named 
impls (`native_datafusion`, `native_iceberg_compat`) and the 
`spark.comet.scan.impl` selection mechanic become misleading. This PR strips 
those references from the user guide and contributor guide so the docs match 
the post-#4019 reality.
   
   This PR is held as a draft until #4019 is merged.
   
   ## What changes are included in this PR?
   
   - `compatibility/scans.md`: flattened to a single "Parquet Scan Limitations" 
section; impl comparison table and `spark.comet.scan.impl` paragraph removed; 
shared + `native_datafusion` limitations merged; `native_iceberg_compat` 
limitation dropped.
   - `compatibility/spark-versions.md`: per-version notes now refer to "Comet's 
Parquet scan"; anchor links retargeted to `#parquet-scan-limitations`.
   - `compatibility/index.md`: dropped the "(both scan implementations, …)" 
parenthetical.
   - `user-guide/latest/datasources.md`: S3 section rephrased for a single 
scan; `--conf spark.comet.scan.impl=native_datafusion` removed from the HDFS 
example and the two S3 examples; the HDFS Scala snippet's 
`COMET_NATIVE_SCAN_IMPL` line removed.
   - `user-guide/latest/understanding-comet-plans.md`: removed the "active scan 
implementation is shown in brackets" note from `CometScan`.
   - `contributor-guide/adding_a_new_spark_version.md`: dropped `scan_impl: 
"auto"` guidance, removed `spark_sql_test_native_iceberg_compat.yml`, dropped 
`scan-impl` from the matrix list.
   - `contributor-guide/bug_triage.md`: removed the two impl labels from the 
area-label list and reworded the "core path over experimental" principle.
   
   Changelog and versioned-snapshot files under `docs/source/changelog/` and 
`docs/comet-0.16/` are intentionally untouched.
   
   ## How are these changes tested?
   
   Docs-only change. Verified that no active docs file under `docs/source/` 
(excluding `changelog/`) references `native_datafusion`, 
`native_iceberg_compat`, `spark.comet.scan.impl`, `COMET_NATIVE_SCAN_IMPL`, or 
`SCAN_NATIVE_DATAFUSION`.


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