Fokko commented on code in PR #7831:
URL: https://github.com/apache/iceberg/pull/7831#discussion_r1288323847


##########
python/pyiceberg/io/pyarrow.py:
##########
@@ -1025,3 +1039,335 @@ def map_key_partner(self, partner_map: 
Optional[pa.Array]) -> Optional[pa.Array]
 
     def map_value_partner(self, partner_map: Optional[pa.Array]) -> 
Optional[pa.Array]:
         return partner_map.items if isinstance(partner_map, pa.MapArray) else 
None
+
+
+_PRIMITIVE_TO_PHYSICAL = {
+    BooleanType(): "BOOLEAN",
+    IntegerType(): "INT32",
+    LongType(): "INT64",
+    FloatType(): "FLOAT",
+    DoubleType(): "DOUBLE",
+    DateType(): "INT32",
+    TimeType(): "INT64",
+    TimestampType(): "INT64",
+    TimestamptzType(): "INT64",
+    StringType(): "BYTE_ARRAY",
+    UUIDType(): "FIXED_LEN_BYTE_ARRAY",
+    BinaryType(): "BYTE_ARRAY",
+}
+_PHYSICAL_TYPES = set(_PRIMITIVE_TO_PHYSICAL.values()).union({"INT96"})
+
+
+class StatsAggregator:
+    current_min: Any
+    current_max: Any
+    trunc_length: Optional[int]
+
+    def __init__(self, iceberg_type: PrimitiveType, physical_type_string: str, 
trunc_length: Optional[int] = None) -> None:
+        self.current_min = None
+        self.current_max = None
+        self.trunc_length = trunc_length
+
+        if physical_type_string not in _PHYSICAL_TYPES:
+            raise ValueError(f"Unknown physical type {physical_type_string}")
+
+        if physical_type_string == "INT96":
+            raise NotImplementedError("Statistics not implemented for INT96 
physical type")
+
+        expected_physical_type = _PRIMITIVE_TO_PHYSICAL[iceberg_type]
+        if expected_physical_type != physical_type_string:
+            raise ValueError(
+                f"Unexpected physical type {physical_type_string} for 
{iceberg_type}, expected {expected_physical_type}"
+            )
+
+        self.primitive_type = iceberg_type
+
+    def serialize(self, value: Any) -> bytes:
+        if self.primitive_type == UUIDType():
+            value = uuid.UUID(bytes=value)

Review Comment:
   Yes, this will be done in https://github.com/apache/iceberg/pull/8267 
including testing



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