From 01f569ced0236abe989c72644784c8090e151873 Mon Sep 17 00:00:00 2001
From: R-Palazzo <romainpalazzo@gmail.com>
Date: Thu, 26 Oct 2023 10:55:58 -0600
Subject: [PATCH] cleaning

---
 .../_properties/test_column_shapes.py         | 124 +++++++++---------
 1 file changed, 62 insertions(+), 62 deletions(-)

diff --git a/tests/unit/reports/single_table/_properties/test_column_shapes.py b/tests/unit/reports/single_table/_properties/test_column_shapes.py
index b2b43469..7f018b5a 100644
--- a/tests/unit/reports/single_table/_properties/test_column_shapes.py
+++ b/tests/unit/reports/single_table/_properties/test_column_shapes.py
@@ -119,69 +119,69 @@ def test__generate_details_error(self):
         assert column_names_nan == ['col1']
         assert error_message == [expected_message]
 
-        @patch('sdmetrics.reports.single_table._properties.column_shapes.px')
-        def test_get_visualization(self, mock_px):
-            """Test the ``get_visualization`` method."""
-            # Setup
-            column_shape_property = ColumnShapes()
-
-            mock_df = pd.DataFrame({
-                'Column': ['Column1', 'Column2'],
-                'Score': [0.7, 0.3],
-                'Metric': ['KSComplement', 'TVComplement']
-            })
-            column_shape_property.details = mock_df
-
-            mock__compute_average = Mock(return_value=0.5)
-            column_shape_property._compute_average = mock__compute_average
-
-            mock_bar = Mock()
-            mock_px.bar.return_value = mock_bar
-
-            # Run
-            column_shape_property.get_visualization()
-
-            # Assert
-            mock__compute_average.assert_called_once()
-
-            # Expected call
-            expected_kwargs = {
-                'data_frame': mock_df,
-                'x': 'Column',
-                'y': 'Score',
-                'title': (
-                    'Data Quality: Column Shapes (Average'
-                    f'Score={mock__compute_average.return_value})'
-                ),
-                'category_orders': {'group': mock_df['Column'].tolist()},
-                'color': 'Metric',
-                'color_discrete_map': {
-                    'KSComplement': '#000036',
-                    'TVComplement': '#03AFF1',
-                },
-                'pattern_shape': 'Metric',
-                'pattern_shape_sequence': ['', '/'],
-                'hover_name': 'Column',
-                'hover_data': {
-                    'Column': False,
-                    'Metric': True,
-                    'Score': True,
-                },
-            }
+    @patch('sdmetrics.reports.single_table._properties.column_shapes.px')
+    def test_get_visualization(self, mock_px):
+        """Test the ``get_visualization`` method."""
+        # Setup
+        column_shape_property = ColumnShapes()
 
-            # Check call_args of mock_px.bar
-            _, kwargs = mock_px.bar.call_args
+        mock_df = pd.DataFrame({
+            'Column': ['Column1', 'Column2'],
+            'Score': [0.7, 0.3],
+            'Metric': ['KSComplement', 'TVComplement']
+        })
+        column_shape_property.details = mock_df
 
-            # Check DataFrame separately
-            assert kwargs.pop('data_frame').equals(expected_kwargs.pop('data_frame'))
+        mock__compute_average = Mock(return_value=0.5)
+        column_shape_property._compute_average = mock__compute_average
 
-            # Check other arguments
-            assert kwargs == expected_kwargs
+        mock_bar = Mock()
+        mock_px.bar.return_value = mock_bar
 
-            mock_bar.update_yaxes.assert_called_once_with(range=[0, 1])
-            mock_bar.update_layout.assert_called_once_with(
-                xaxis_categoryorder='total ascending',
-                plot_bgcolor='#F5F5F8',
-                margin={'t': 150},
-                font={'size': 18}
-            )
+        # Run
+        column_shape_property.get_visualization()
+
+        # Assert
+        mock__compute_average.assert_called_once()
+
+        # Expected call
+        expected_kwargs = {
+            'data_frame': mock_df,
+            'x': 'Column',
+            'y': 'Score',
+            'title': (
+                'Data Quality: Column Shapes (Average '
+                f'Score={mock__compute_average.return_value})'
+            ),
+            'category_orders': {'group': mock_df['Column'].tolist()},
+            'color': 'Metric',
+            'color_discrete_map': {
+                'KSComplement': '#000036',
+                'TVComplement': '#03AFF1',
+            },
+            'pattern_shape': 'Metric',
+            'pattern_shape_sequence': ['', '/'],
+            'hover_name': 'Column',
+            'hover_data': {
+                'Column': False,
+                'Metric': True,
+                'Score': True,
+            },
+        }
+
+        # Check call_args of mock_px.bar
+        _, kwargs = mock_px.bar.call_args
+
+        # Check DataFrame separately
+        assert kwargs.pop('data_frame').equals(expected_kwargs.pop('data_frame'))
+
+        # Check other arguments
+        assert kwargs == expected_kwargs
+
+        mock_bar.update_yaxes.assert_called_once_with(range=[0, 1])
+        mock_bar.update_layout.assert_called_once_with(
+            xaxis_categoryorder='total ascending',
+            plot_bgcolor='#F5F5F8',
+            margin={'t': 150},
+            font={'size': 18}
+        )