JingsongLi commented on PR #509:
URL: https://github.com/apache/paimon-rust/pull/509#issuecomment-4977066096

   The Delta audit at `table_read.rs:243` calls `audit_raw_stream(plan, false)` 
and then hard-codes all rowkinds to `+I`. Even when `changelog-producer=none` 
is set for the PK table, Delta files still contain `_VALUE_KIND`; Java 
incremental audit tests explicitly require types such as `-D` to be preserved, 
so delete/update records are incorrectly reported as inserts. It is recommended 
that PK Delta also read `_VALUE_KIND` and add regression tests for 
DELETE/UPDATE operations. Additionally, the `rowkind` field uses the ID `-1` 
and `varchar(8)`, which is inconsistent with Java’s `Integer.MAX_VALUE-4` and 
the maximum `varchar` length; synchronization is recommended. The existing 
incremental/audit/exception `rowkind` tests have passed 16 out of 16, but do 
not cover Delta delete records.


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