feat: utilize the column cardinality for deciding whether to do dict #1372
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Rationale
The column value set has been summarized into the meta data if the column is low distinct. With such information, the sampling for the columns can be skipped.
Detailed Changes
Skip sampling over the low-cardinality columns.
Test Plan
Updated the unit tests.