diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py
index a2d69d9e552916..04bc51f1ebd3f5 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py
@@ -491,15 +491,25 @@ def fetch_secure_view_definition(
         try:
             view_definitions = self.data_dictionary.get_secure_view_definitions()
             return view_definitions[db_name][schema_name][table_name]
+        except KeyError:
+            # Received secure view definitions but the view is not present in results
+            self.structured_reporter.info(
+                title="Secure view definition not found",
+                message="Lineage will be missing for the view.",
+                context=f"{db_name}.{schema_name}.{table_name}",
+            )
+            return None
         except Exception as e:
-            if isinstance(e, SnowflakePermissionError):
-                error_msg = (
-                    "Failed to get secure views definitions. Please check permissions."
-                )
-            else:
-                error_msg = "Failed to get secure views definitions"
+            action_msg = (
+                "Please check permissions."
+                if isinstance(e, SnowflakePermissionError)
+                else ""
+            )
+
             self.structured_reporter.warning(
-                error_msg,
+                title="Failed to get secure views definitions",
+                message=f"Lineage will be missing for the view. {action_msg}",
+                context=f"{db_name}.{schema_name}.{table_name}",
                 exc=e,
             )
             return None
diff --git a/metadata-ingestion/tests/integration/snowflake/test_snowflake_failures.py b/metadata-ingestion/tests/integration/snowflake/test_snowflake_failures.py
index de6e996a52642b..4cb6cec4906efa 100644
--- a/metadata-ingestion/tests/integration/snowflake/test_snowflake_failures.py
+++ b/metadata-ingestion/tests/integration/snowflake/test_snowflake_failures.py
@@ -260,3 +260,63 @@ def test_snowflake_missing_snowflake_operations_permission_causes_pipeline_failu
         assert "usage-permission-error" in [
             failure.message for failure in pipeline.source.get_report().failures
         ]
+
+
+@freeze_time(FROZEN_TIME)
+def test_snowflake_missing_snowflake_secure_view_definitions_raises_pipeline_info(
+    pytestconfig,
+    snowflake_pipeline_config,
+):
+    with mock.patch("snowflake.connector.connect") as mock_connect:
+        sf_connection = mock.MagicMock()
+        sf_cursor = mock.MagicMock()
+        mock_connect.return_value = sf_connection
+        sf_connection.cursor.return_value = sf_cursor
+
+        # Empty secure view definitions
+        sf_cursor.execute.side_effect = query_permission_response_override(
+            default_query_results,
+            [snowflake_query.SnowflakeQuery.get_secure_view_definitions()],
+            [],
+        )
+        pipeline = Pipeline(snowflake_pipeline_config)
+        pipeline.run()
+
+        pipeline.raise_from_status(raise_warnings=True)
+        assert pipeline.source.get_report().infos.as_obj() == [
+            {
+                "title": "Secure view definition not found",
+                "message": "Lineage will be missing for the view.",
+                "context": ["TEST_DB.TEST_SCHEMA.VIEW_1"],
+            }
+        ]
+
+
+@freeze_time(FROZEN_TIME)
+def test_snowflake_failed_secure_view_definitions_query_raises_pipeline_warning(
+    pytestconfig,
+    snowflake_pipeline_config,
+):
+    with mock.patch("snowflake.connector.connect") as mock_connect:
+        sf_connection = mock.MagicMock()
+        sf_cursor = mock.MagicMock()
+        mock_connect.return_value = sf_connection
+        sf_connection.cursor.return_value = sf_cursor
+
+        # Error in getting secure view definitions
+        sf_cursor.execute.side_effect = query_permission_error_override(
+            default_query_results,
+            [snowflake_query.SnowflakeQuery.get_secure_view_definitions()],
+            "Database 'SNOWFLAKE' does not exist or not authorized.",
+        )
+        pipeline = Pipeline(snowflake_pipeline_config)
+        pipeline.run()
+        assert pipeline.source.get_report().warnings.as_obj() == [
+            {
+                "title": "Failed to get secure views definitions",
+                "message": "Lineage will be missing for the view. Please check permissions.",
+                "context": [
+                    "TEST_DB.TEST_SCHEMA.VIEW_1 <class 'datahub.ingestion.source.snowflake.snowflake_connection.SnowflakePermissionError'>: Database 'SNOWFLAKE' does not exist or not authorized."
+                ],
+            }
+        ]