morrySnow opened a new pull request, #68061:
URL: https://github.com/apache/doris/pull/68061

   ### What problem does this PR solve?
   
   Issue Number: close #64122
   
   Related PR: #66756
   
   Problem Summary:
   
   This backports #66756 to `branch-4.1`.
   
   Sample analysis can produce an invalid combination such as `ndv = 0`, 
non-null min/max values, and `null_count != row_count` for an almost-all-NULL 
column. On `branch-4.1`, this causes `BaseAnalysisTask` to throw and abort the 
entire analyze job.
   
   The backport keeps the analyze job running, converts invalid column 
statistics to `ColumnStatistic.UNKNOWN` when read, and publishes UNKNOWN into 
the statistics cache to avoid exposing invalid or stale values to the optimizer.
   
   The only cherry-pick conflict was in `BaseAnalysisTaskTest`; it was resolved 
using the existing 4.1 test structure while preserving the assertions 
introduced by #66756.
   
   ### Release note
   
   Treat invalid collected column statistics as UNKNOWN instead of aborting the 
analyze job.
   
   ### Check List (For Author)
   
   - Test: Unit Test
     - `./run-fe-ut.sh --run org.apache.doris.statistics.BaseAnalysisTaskTest`
     - Tests run: 3, failures: 0, errors: 0, skipped: 0
   - Behavior changed: Yes. Invalid collected column statistics no longer abort 
the whole analyze job and are exposed to the optimizer as UNKNOWN.
   - Does this need documentation: No
   


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