Geometry bounds are updated with the projection.

xee/ext.py

@@ -278,9 +278,16 @@ def get_info(self) -> Dict[str, Any]:
       rpcs.append(('projection', self.projection))
 
     if isinstance(self.geometry, ee.Geometry):
-      rpcs.append(('bounds', self.geometry.bounds()))
+      rpcs.append(('bounds', self.geometry.bounds(1, proj=self.projection)))
     else:
-      rpcs.append(('bounds', self.image_collection.first().geometry().bounds()))
+      rpcs.append(
+          (
+              'bounds',
+              self.image_collection.first()
+              .geometry()
+              .bounds(1, proj=self.projection),
+          )
+      )
 
     # TODO(#29, #30): This RPC call takes the longest time to compute. This
     # requires a full scan of the images in the collection, which happens on the
@@ -293,14 +300,16 @@ def get_info(self) -> Dict[str, Any]:
     # client-side. Ideally, this would live behind a xarray-backend-specific
     # feature flag, since it's not guaranteed that data is this consistent.
     columns = ['system:id', self.primary_dim_property]
-    rpcs.append((
-        'properties',
+    rpcs.append(
         (
-            self.image_collection.reduceColumns(
-                ee.Reducer.toList().repeat(len(columns)), columns
-            ).get('list')
-        ),
-    ))
+            'properties',
+            (
+                self.image_collection.reduceColumns(
+                    ee.Reducer.toList().repeat(len(columns)), columns
+                ).get('list')
+            ),
+        )
+    )
 
     info = ee.List([rpc for _, rpc in rpcs]).getInfo()
 

xee/ext_integration_test.py

@@ -269,6 +269,32 @@ def __getitem__(self, params):
 
     self.assertEqual(getter.count, 3)
 
+  def test_geometry_bounds_with_and_without_projection(self):
+    image = (
+        ee.ImageCollection('LANDSAT/LC08/C01/T1')
+        .filterDate('2017-01-01', '2017-01-03')
+        .first()
+    )
+    point = ee.Geometry.Point(-40.2414893624401, 105.48790177216375)
+    distance = 311.5
+    scale = 5000
+    projection = ee.Projection('EPSG:4326', [1, 0, 0, 0, -1, 0]).atScale(scale)
+    image = image.reproject(projection)
+
+    geometry = point.buffer(distance, proj=projection).bounds(proj=projection)
+
+    data_store = xee.EarthEngineStore(
+        ee.ImageCollection(image),
+        projection=image.projection(),
+        geometry=geometry,
+    )
+    data_store_bounds = data_store.get_info['bounds']
+
+    self.assertNotEqual(geometry.bounds().getInfo(), data_store_bounds)
+    self.assertEqual(
+        geometry.bounds(1, proj=projection).getInfo(), data_store_bounds
+    )
+
   def test_getitem_kwargs(self):
     arr = xee.EarthEngineBackendArray('B4', self.store)
     self.assertEqual(arr.store.getitem_kwargs['initial_delay'], 1500)