jiayuasu commented on code in PR #1052:
URL: https://github.com/apache/sedona-db/pull/1052#discussion_r3663270987


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python/sedonadb-geopandas/tests/test_geopandas_compat.py:
##########
@@ -0,0 +1,97 @@
+# 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.
+
+import geopandas as gpd
+import pytest
+
+import sedonadb_geopandas as sgpd
+from sedonadb_geopandas import GeoDataFrame, GeoSeries, Series
+
+
[email protected]
+def cities():
+    return gpd.GeoDataFrame(
+        {"name": ["A", "B", "C"], "pop": [100, 200, 300]},
+        geometry=gpd.GeoSeries.from_wkt(["POINT (0 0)", "POINT (1 1)", "POINT 
(5 5)"]),
+        crs="EPSG:4326",
+    )
+
+

Review Comment:
   Fixed — the harness now uses `check_crs=True`; agreed that CRS propagation 
is exactly one of the things worth asserting rather than waving through.
   
   One finding while verifying: `check_crs=True` passes with EPSG:4326 data 
too, including propagation through `to_crs`. The normalization I had worked 
around only shows up via SQL (`ST_SetSRID(..., 4326)` comes back as OGC:CRS84), 
not through the `from_geopandas` path, so the fixture did not actually need to 
change. To keep that honest either way I added a parametrized test over both a 
geographic (EPSG:4326) and a projected (EPSG:32633) source, plus a 
harness-driven `to_crs("EPSG:3857")` case that asserts propagation directly. 
Happy to move the fixtures off 4326 as well if relying on that seems fragile.



##########
python/sedonadb-geopandas/python/sedonadb_geopandas/_series.py:
##########
@@ -0,0 +1,109 @@
+# 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.
+"""pandas/GeoPandas-style Series backed by a SedonaDB expression."""
+
+
+def _operand(other):
+    """Unwrap a Series to its expression; pass scalars through unchanged."""
+    return other._expr if isinstance(other, Series) else other

Review Comment:
   Good catch — added. `Literal` is not an `Expr` subclass, so it was only 
surviving by falling through the final catch-all, which is exactly the kind of 
accident worth making explicit. `_operand` now accepts `(Expr, Literal)` up 
front, with a test using `lit()` as an operand, and the docstring notes the 
`lit()` escape hatch for carrying a CRS.



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