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Add a test for scatterplotmatrix with index
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‎plotly/tests/test_optional/test_figure_factory.py

Lines changed: 114 additions & 43 deletions
Original file line numberDiff line numberDiff line change
@@ -761,49 +761,72 @@ def test_scatter_plot_matrix(self):
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exp_scatter_plot_matrix = {
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'data': [{'marker': {'size': 13},
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': [2, 6, -15, 5, -2, 0],
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'xaxis': 'x1',
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'y': [2, 6, -15, 5, -2, 0],
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'yaxis': 'y1'},
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{'marker': {'size': 13},
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': ['Apple', 'Pear', 'Apple', 'Pear', 'Apple', 'Apple'],
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'xaxis': 'x2',
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'y': [2, 6, -15, 5, -2, 0],
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'yaxis': 'y2'},
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{'marker': {'size': 13},
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': [2, 6, -15, 5, -2, 0],
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'xaxis': 'x3',
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'y': ['Apple', 'Pear', 'Apple', 'Pear', 'Apple', 'Apple'],
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'yaxis': 'y3'},
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{'marker': {'size': 13},
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': ['Apple', 'Pear', 'Apple', 'Pear', 'Apple', 'Apple'],
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'xaxis': 'x4',
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'y': ['Apple', 'Pear', 'Apple', 'Pear', 'Apple', 'Apple'],
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'yaxis': 'y4'}],
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'layout': {'height': 1000,
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'showlegend': True,
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'title': 'Scatterplot Matrix',
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'width': 1000,
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'xaxis1': {'anchor': 'y1', 'domain': [0.0, 0.45]},
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'xaxis2': {'anchor': 'y2', 'domain': [0.55, 1.0]},
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'xaxis3': {'anchor': 'y3', 'domain': [0.0, 0.45], 'title': 'Numbers'},
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'xaxis4': {'anchor': 'y4', 'domain': [0.55, 1.0], 'title': 'Fruit'},
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'yaxis1': {'anchor': 'x1', 'domain': [0.575, 1.0], 'title': 'Numbers'},
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'yaxis2': {'anchor': 'x2', 'domain': [0.575, 1.0]},
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'yaxis3': {'anchor': 'x3', 'domain': [0.0, 0.425], 'title': 'Fruit'},
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'yaxis4': {'anchor': 'x4', 'domain': [0.0, 0.425]}}
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': [2, 6, -15, 5, -2, 0],
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'xaxis': 'x1',
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'y': [2, 6, -15, 5, -2, 0],
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'yaxis': 'y1'},
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{'marker': {'size': 13},
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': ['Apple',
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'Pear',
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'Apple',
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'Pear',
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'Apple',
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'Apple'],
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'xaxis': 'x2',
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'y': [2, 6, -15, 5, -2, 0],
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'yaxis': 'y2'},
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{'marker': {'size': 13},
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': [2, 6, -15, 5, -2, 0],
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'xaxis': 'x3',
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'y': ['Apple',
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'Pear',
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'Apple',
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'Pear',
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'Apple',
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'Apple'],
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'yaxis': 'y3'},
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{'marker': {'size': 13},
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'mode': 'markers',
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'showlegend': False,
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'type': 'scatter',
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'x': ['Apple',
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'Pear',
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'Apple',
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'Pear',
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'Apple',
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'Apple'],
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'xaxis': 'x4',
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'y': ['Apple', 'Pear', 'Apple', 'Pear', 'Apple', 'Apple'],
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'yaxis': 'y4'}],
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'layout': {'height': 1000,
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'showlegend': True,
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'title': 'Scatterplot Matrix',
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'width': 1000,
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'xaxis1': {'anchor': 'y1',
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'domain': [0.0, 0.45]},
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'xaxis2': {'anchor': 'y2',
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'domain': [0.55, 1.0]},
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'xaxis3': {'anchor': 'y3',
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'domain': [0.0, 0.45], 'title': 'Numbers'},
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'xaxis4': {'anchor': 'y4',
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'domain': [0.55, 1.0], 'title': 'Fruit'},
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'yaxis1': {'anchor': 'x1',
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'domain': [0.575, 1.0], 'title': 'Numbers'},
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'yaxis2': {'anchor': 'x2',
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'domain': [0.575, 1.0]},
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'yaxis3': {'anchor': 'x3',
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'domain': [0.0, 0.425], 'title': 'Fruit'},
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'yaxis4': {'anchor': 'x4',
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'domain': [0.0, 0.425]}}
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}
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self.assert_dict_equal(test_scatter_plot_matrix['data'][0],
@@ -814,3 +837,51 @@ def test_scatter_plot_matrix(self):
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self.assert_dict_equal(test_scatter_plot_matrix['layout'],
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exp_scatter_plot_matrix['layout'])
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def test_scatter_plot_matrix_with_index(self):
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# check if test scatter plot matrix with index matches
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# the expected output
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df = pd.DataFrame([[2, 'Apple'], [6, 'Pear'],
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[-15, 'Apple'], [5, 'Pear'],
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[-2, 'Apple'], [0, 'Apple']],
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columns=['Numbers', 'Fruit'])
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test_scatter_plot_matrix = tls.FigureFactory.create_scatterplotmatrix(
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df, diag='scatter', index='Fruit', height=1000, width=1000,
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size=13, title='Scatterplot Matrix', use_theme=False
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)
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exp_scatter_plot_matrix = {'data': [{'marker': {'color': 'rgb(31, 119, 180)', 'size': 13},
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'mode': 'markers',
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'name': 'Pear',
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'showlegend': False,
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'type': 'scatter',
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'x': [6, 5],
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'xaxis': 'x1',
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'y': [6, 5],
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'yaxis': 'y1'},
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{'marker': {'color': 'rgb(255, 127, 14)', 'size': 13},
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'mode': 'markers',
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'name': 'Apple',
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'showlegend': False,
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'type': 'scatter',
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'x': [2, -15, -2, 0],
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'xaxis': 'x1',
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'y': [2, -15, -2, 0],
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'yaxis': 'y1'}],
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'layout': {'height': 1000,
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'showlegend': True,
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'title': 'Scatterplot Matrix',
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'width': 1000,
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'xaxis1': {'anchor': 'y1', 'domain': [0.0, 1.0], 'title': 'Numbers'},
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'yaxis1': {'anchor': 'x1', 'domain': [0.0, 1.0], 'title': 'Numbers'}}}
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self.assert_dict_equal(test_scatter_plot_matrix['data'][0],
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exp_scatter_plot_matrix['data'][0])
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self.assert_dict_equal(test_scatter_plot_matrix['data'][1],
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exp_scatter_plot_matrix['data'][1])
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self.assert_dict_equal(test_scatter_plot_matrix['layout'],
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exp_scatter_plot_matrix['layout'])

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