frankliee commented on issue #548:
URL: https://github.com/apache/iceberg-python/issues/548#issuecomment-2018198305

   > @frankliee PyIceberg will do the filtering automatically, so when you 
filter on the id column, it will automatically use the bucketing to filter down 
to the correct bucket:
   > 
   > ```python
   > table.scan(row_filter='id = 123')
   > ```
   
   However, 'id=123' cannot control which bucket to load in a fine-grained 
manner.
   
   For example, if we have four readers, and each reader loads one of bucket 
independently, it is difficult to write the row_filter expression.
   


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