kevinjqliu commented on code in PR #1457:
URL: https://github.com/apache/iceberg-python/pull/1457#discussion_r1907551758


##########
tests/integration/test_partitioning_key.py:
##########
@@ -721,6 +753,27 @@
             VALUES
             (CAST('2023-01-01 11:55:59.999999' AS TIMESTAMP), 
CAST('2023-01-01' AS DATE), 'some data');
             """,
+            None,
+        ),
+        # Test that special characters are URL-encoded
+        (
+            [PartitionField(source_id=15, field_id=1001, 
transform=IdentityTransform(), name="special#string+field")],
+            ["special string"],
+            Record(**{"special#string+field": "special string"}),  # type: 
ignore
+            "special%23string%2Bfield=special+string",
+            f"""CREATE TABLE {identifier} (
+                `special#string+field` string
+            )
+            USING iceberg
+            PARTITIONED BY (
+                identity(`special#string+field`)
+            )
+            """,
+            f"""INSERT INTO {identifier}
+            VALUES
+            ('special string')
+            """,
+            lambda name: name.replace("#", "_x23").replace("+", "_x2B"),

Review Comment:
   my concern was around providing context on "why" this lambda is here and 
implemented the way it is. [This 
comment](https://github.com/apache/iceberg-python/pull/1457/files#diff-ddd56fc195d637dbe64ed201cc875ec9cb5d67f243eabc438ccca4238a8508a9R825-R826)
 refers to [this 
function](https://github.com/apache/iceberg-python/blob/3b580111760f0749922ea593dbe0b1d602952438/pyiceberg/schema.py#L1303-L1307)
 which is also used in the write path
   
   to me, it make sense to use the same function to show that we're doing the 
same thing as what the underlying system is doing 



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