dramaticlly commented on code in PR #4717:
URL: https://github.com/apache/iceberg/pull/4717#discussion_r885926747


##########
python/src/iceberg/table/partitioning.py:
##########
@@ -29,38 +36,79 @@ class PartitionField:
         name(str): The name of this partition field
     """
 
-    def __init__(self, source_id: int, field_id: int, transform: Transform, 
name: str):
-        self._source_id = source_id
-        self._field_id = field_id
-        self._transform = transform
-        self._name = name
+    source_id: int
+    field_id: int
+    transform: Transform
+    name: str
+
+    def __str__(self):
+        return f"{self.field_id}: {self.name}: 
{self.transform}({self.source_id})"
 
-    @property
-    def source_id(self) -> int:
-        return self._source_id
 
-    @property
-    def field_id(self) -> int:
-        return self._field_id
+@dataclass(eq=False, frozen=True)
+class PartitionSpec:
+    """
+    PartitionSpec capture the transformation from table data to partition 
values
 
-    @property
-    def name(self) -> str:
-        return self._name
+    Attributes:
+        schema(Schema): the schema of data table
+        spec_id(int): any change to PartitionSpec will produce a new specId
+        fields(List[PartitionField): list of partition fields to produce 
partition values
+        last_assigned_field_id(int): auto-increment partition field id 
starting from PARTITION_DATA_ID_START

Review Comment:
   Thanks Fokko, I think this is where I want to leave out the example as I 
intended to construct the PartitionSpec via [dedicated 
builder](https://github.com/apache/iceberg/blob/master/api/src/main/java/org/apache/iceberg/PartitionSpec.java#L337)
 (which is not included in this PR), as that's the desired way to construct the 
PartitionSpec with convenient transform helper method and equipped with 
validation. I can include the example there, what do you think?



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