uros-db commented on code in PR #52627:
URL: https://github.com/apache/spark/pull/52627#discussion_r2444853690


##########
python/pyspark/sql/tests/test_geographytype.py:
##########
@@ -0,0 +1,96 @@
+# -*- encoding: utf-8 -*-
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+from pyspark.sql.types import GeographyType
+from pyspark.sql.utils import IllegalArgumentException
+from pyspark.testing.sqlutils import ReusedSQLTestCase
+
+
+class GeographyTypeTestMixin:
+    # Test cases for GeographyType construction based on SRID.
+
+    def test_geographytype_specified_valid_srid(self):
+        """Test that GeographyType is constructed correctly when a valid SRID 
is specified."""
+
+        supported_srid = {4326: "OGC:CRS84"}
+
+        for srid, crs in supported_srid.items():
+            geography_type = GeographyType(srid)
+            self.assertEqual(geography_type.srid, srid)
+            self.assertEqual(geography_type.typeName(), "geography")
+            self.assertEqual(geography_type.simpleString(), 
f"geography({srid})")
+            self.assertEqual(geography_type.jsonValue(), f"geography({crs}, 
SPHERICAL)")
+            self.assertEqual(repr(geography_type), f"GeographyType({srid})")
+
+    def test_geographytype_specified_invalid_srid(self):
+        """Test that the correct error is returned when an invalid SRID value 
is specified."""
+
+        for srid in [-4612, -4326, -2, -1, 1, 2]:
+            with self.assertRaises(IllegalArgumentException) as error_context:
+                GeographyType(srid)
+            srid_header = "[ST_INVALID_SRID_VALUE] Invalid or unsupported SRID"
+            self.assertEqual(
+                str(error_context.exception),
+                f"{srid_header} (spatial reference identifier) value: {srid}.",
+            )
+
+    # Special string value "ANY" in place of SRID is used to denote a mixed 
GEOGRAPHY type.
+
+    def test_geographytype_any_specifier(self):
+        """Test that GeographyType is constructed correctly with ANY specifier 
for mixed SRID."""
+
+        geography_type = GeographyType("ANY")
+        self.assertEqual(geography_type.srid, GeographyType.MIXED_SRID)
+        self.assertEqual(geography_type.typeName(), "geography")
+        self.assertEqual(geography_type.simpleString(), "geography(any)")
+        self.assertEqual(repr(geography_type), "GeographyType(ANY)")
+
+    # The tests below verify GEOGRAPHY type object equality based on SRID 
values.
+
+    def test_geographytype_same_srid_values(self):
+        """Test that two GeographyTypes with specified SRIDs have the same 
SRID values."""
+
+        for srid in [4326]:
+            geography_type_1 = GeographyType(srid)
+            geography_type_2 = GeographyType(srid)
+            self.assertEqual(geography_type_1.srid, geography_type_2.srid)
+
+    def test_geographytype_different_srid_values(self):
+        """Test that two GeographyTypes with specified SRIDs have different 
SRID values."""
+
+        for srid in [4326]:
+            geography_type_1 = GeographyType(srid)
+            geography_type_2 = GeographyType("ANY")
+            self.assertNotEqual(geography_type_1.srid, geography_type_2.srid)
+
+
+class GeographyTypeTest(GeographyTypeTestMixin, ReusedSQLTestCase):
+    pass
+
+
+if __name__ == "__main__":
+    import unittest
+    from pyspark.sql.tests.test_types import *  # noqa: F401

Review Comment:
   Updated.



##########
python/pyspark/sql/tests/test_geometrytype.py:
##########
@@ -0,0 +1,96 @@
+# -*- encoding: utf-8 -*-
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+from pyspark.sql.types import GeometryType
+from pyspark.sql.utils import IllegalArgumentException
+from pyspark.testing.sqlutils import ReusedSQLTestCase
+
+
+class GeometryTypeTestMixin:
+    # Test cases for GeometryType construction based on SRID.
+
+    def test_geometrytype_specified_valid_srid(self):
+        """Test that GeometryType is constructed correctly when a valid SRID 
is specified."""
+
+        supported_srid = {4326: "OGC:CRS84"}
+
+        for srid, crs in supported_srid.items():
+            geometry_type = GeometryType(srid)
+            self.assertEqual(geometry_type.srid, srid)
+            self.assertEqual(geometry_type.typeName(), "geometry")
+            self.assertEqual(geometry_type.simpleString(), f"geometry({srid})")
+            self.assertEqual(geometry_type.jsonValue(), f"geometry({crs})")
+            self.assertEqual(repr(geometry_type), f"GeometryType({srid})")
+
+    def test_geometrytype_specified_invalid_srid(self):
+        """Test that the correct error is returned when an invalid SRID value 
is specified."""
+
+        for srid in [-4612, -4326, -2, -1, 1, 2]:
+            with self.assertRaises(IllegalArgumentException) as error_context:
+                GeometryType(srid)
+            srid_header = "[ST_INVALID_SRID_VALUE] Invalid or unsupported SRID"
+            self.assertEqual(
+                str(error_context.exception),
+                f"{srid_header} (spatial reference identifier) value: {srid}.",
+            )
+
+    # Special string value "ANY" in place of SRID is used to denote a mixed 
GEOMETRY type.
+
+    def test_geometrytype_any_specifier(self):
+        """Test that GeometryType is constructed correctly with ANY specifier 
for mixed SRID."""
+
+        geometry_type = GeometryType("ANY")
+        self.assertEqual(geometry_type.srid, GeometryType.MIXED_SRID)
+        self.assertEqual(geometry_type.typeName(), "geometry")
+        self.assertEqual(geometry_type.simpleString(), "geometry(any)")
+        self.assertEqual(repr(geometry_type), "GeometryType(ANY)")
+
+    # The tests below verify GEOMETRY type object equality based on SRID 
values.
+
+    def test_geometrytype_same_srid_values(self):
+        """Test that two GeometryTypes with specified SRIDs have the same SRID 
values."""
+
+        for srid in [4326]:
+            geometry_type_1 = GeometryType(srid)
+            geometry_type_2 = GeometryType(srid)
+            self.assertEqual(geometry_type_1.srid, geometry_type_2.srid)
+
+    def test_geometrytype_different_srid_values(self):
+        """Test that two GeometryTypes with specified SRIDs have different 
SRID values."""
+
+        for srid in [4326]:
+            geometry_type_1 = GeometryType(srid)
+            geometry_type_2 = GeometryType("ANY")
+            self.assertNotEqual(geometry_type_1.srid, geometry_type_2.srid)
+
+
+class GeometryTypeTest(GeometryTypeTestMixin, ReusedSQLTestCase):
+    pass
+
+
+if __name__ == "__main__":
+    import unittest
+    from pyspark.sql.tests.test_types import *  # noqa: F401

Review Comment:
   Updated.



##########
python/pyspark/sql/types.py:
##########
@@ -518,6 +519,180 @@ class FloatType(FractionalType, 
metaclass=DataTypeSingleton):
     pass
 
 
+class SpatialType(AtomicType):
+    """Super class of all spatial data types: GeographyType and 
GeometryType."""
+
+    # Mixed SRID value and the corresponding CRS for geospatial types 
(Geometry and Geography).
+    # These values represent a geospatial type that can hold different SRID 
values per row.
+    MIXED_SRID = -1
+    MIXED_CRS = "SRID:ANY"
+
+
+class GeographyType(SpatialType):

Review Comment:
   Updated.



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