def test_get_figure_invalid_2(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
url = "https://plot.ly/~PlotlyImageTest/-1/"
py.sign_in(un, ak)
with self.assertRaises(exceptions.PlotlyError):
py.get_figure(url)
def display_cumulative_variance_dataset(X, scaler_method=None):
n_components = X.shape[1]
pca = PCA(n_components=n_components)
# pca = PCA(n_components=2)
#X_pca = pca.fit_transform(X)
pca = pca.fit(X)
_ = pca.transform(X)
fig = show_cum_variance_vs_components(pca, n_components)
py.sign_in('franec94', 'QbLNKpC0EZB0kol0aL2Z')
if scaler_method is None:
py.iplot(fig, filename='selecting-principal-components')
# py.plot(fig, filename='selecting-principal-components')
else:
py.iplot(fig, filename='selecting-principal-components {}'.format(scaler_method))
# py.plot(fig, filename='selecting-principal-components {}'.format(scaler_method))
principal_components = [pc for pc in '2,5,6,7,8,9,10'.split(',')]
for _, pc in enumerate(principal_components):
n_components = int(pc)
cum_var_exp_up_to_n_pcs = np.cumsum(pca.explained_variance_ratio_)[n_components-1]
print(f"Cumulative varation explained up to {n_components} pcs = {cum_var_exp_up_to_n_pcs}")
pass
def test_get_figure_does_not_exist(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
url = "https://plot.ly/~PlotlyImageTest/1000000000/"
py.sign_in(un, ak)
with self.assertRaises(_plotly_utils.exceptions.PlotlyError):
py.get_figure(url)
def test_get_figure_invalid_2(self):
un = "PlotlyImageTest"
ak = "786r5mecv0"
url = "https://plot.ly/~PlotlyImageTest/-1/"
py.sign_in(un, ak)
with self.assertRaises(exceptions.PlotlyError):
py.get_figure(url)
def test_get_figure_invalid_3(self):
un = "PlotlyImageTest"
ak = "786r5mecv0"
url = "https://plot.ly/~PlotlyImageTest/2/"
py.sign_in(un, ak)
with self.assertRaises(ValueError):
py.get_figure(url)
def test_get_figure_does_not_exist(self):
un = "PlotlyImageTest"
ak = "786r5mecv0"
url = "https://plot.ly/~PlotlyImageTest/1000000000/"
py.sign_in(un, ak)
with self.assertRaises(_plotly_utils.exceptions.PlotlyError):
py.get_figure(url)
def test_get_figure_invalid_3(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
url = "https://plot.ly/~PlotlyImageTest/2/"
py.sign_in(un, ak)
with self.assertRaises(ValueError):
py.get_figure(url)
def test_get_figure_invalid_1(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
url = "https://plot.ly/~PlotlyImageTest/a/"
py.sign_in(un, ak)
with self.assertRaises(exceptions.PlotlyError):
py.get_figure(url)
def makeHoroplethMap(df):
API='Vn3DdeYNzJ9f44m9ykeb'
USER_NAME='irisdrei'
fig = px.choropleth(df, locations="country", color="Clustering", hover_name="country", color_continuous_scale=px.colors.sequential.Plasma, locationmode="country names")
# fig.show()
py.sign_in(USER_NAME, API)
py.image.save_as(fig, filename='countries.png')
# choromap = px.choropleth(df,color="Bergeron",locations='country', projection="mercator")
# choromap = px.choropleth(df, locations="country", color="Clustering", hover_name="country",color_continuous_scale=px.colors.sequential.Plasma, locationmode="country names")
# choromap.update_geos(fitbounds="locations", visible=False)
# choromap.update_layout(margin={"r": 0, "t": 0, "l": 0, "b": 0})
# choromap.show()
# df_new = pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/2014_world_gdp_with_codes.csv')
# fig = go.Figure(data=go.Choropleth(locations=df_new['CODE'], z=df['Clustering'], text=df['country'], colorscale='Blues', autocolorscale=False, reversescale=True))
# fig.update_layout(geo=dict(showframe=False,showcoastlines=False,projection_type='equirectangular'),annotations=[dict()])
# fig.show()
# py.sign_in(USER_NAME, API)
# py.image.save_as(choromap, filename='name.png')
# df = preProcessing.preProcess("C:\\Users\\Chen\\Desktop\\Dataset.xlsx")
# runModel(df,3,2)
def test(self):
py.sign_in('username', 'key', **plot_options['parent'])
options = py._plot_option_logic(plot_options['child'])
for option, value in plot_options['expected_output'].items():
self.assertEqual(options[option], value)
def setUp(self):
super(TestPlot, self).setUp()
py.sign_in('PlotlyImageTest', '786r5mecv0')
self.simple_figure = {'data': [{'x': [1, 2, 3], 'y': [2, 1, 2]}]}
def test_get_figure_with_url(self):
un = "PlotlyImageTest"
ak = "786r5mecv0"
url = "https://plot.ly/~PlotlyImageTest/13183/"
py.sign_in(un, ak)
py.get_figure(url)
def test_proper_escaping(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
url = "https://plot.ly/~PlotlyImageTest/13185/"
py.sign_in(un, ak)
py.get_figure(url)
def setUp(self):
super(TestImage, self).setUp()
py.sign_in("PlotlyImageTest", "786r5mecv0")
self.data = [{"x": [1, 2, 3], "y": [3, 1, 6]}]
def test_get_figure(self):
un = "PlotlyImageTest"
ak = "786r5mecv0"
file_id = 13183
py.sign_in(un, ak)
py.get_figure("PlotlyImageTest", str(file_id))
def setUp(self):
super(TestPlot, self).setUp()
py.sign_in("PlotlyImageTest", "786r5mecv0")
self.simple_figure = {"data": [{"x": [1, 2, 3], "y": [2, 1, 2]}]}
def test_get_figure_raw(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
file_id = 2
py.sign_in(un, ak)
py.get_figure('PlotlyImageTest', str(file_id), raw=True)
def test(self):
py.sign_in('username', 'key', **plot_options)
self.assertRaises(PlotlyError, py._plot_option_logic, {})
def test(self):
py.sign_in('username', 'key', **plot_options['parent'])
options = py._plot_option_logic(plot_options['child'])
for option, value in plot_options['expected_output'].items():
self.assertEqual(options[option], value)
def test_get_figure(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
file_id = 13183
py.sign_in(un, ak)
py.get_figure('PlotlyImageTest', str(file_id))
def test_get_figure(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
file_id = 13183
py.sign_in(un, ak)
py.get_figure('PlotlyImageTest', str(file_id))
def setUp(self):
super(TestImage, self).setUp()
py.sign_in('PlotlyImageTest', '786r5mecv0')
self.data = [{'x': [1, 2, 3], 'y': [3, 1, 6]}]
def test_get_figure_raw(self):
un = "PlotlyImageTest"
ak = "786r5mecv0"
file_id = 2
py.sign_in(un, ak)
py.get_figure("PlotlyImageTest", str(file_id), raw=True)
def test(self):
py.sign_in('username', 'key', **plot_options)
self.assertRaises(PlotlyError, py._plot_option_logic, {})
def test_proper_escaping(self):
un = "PlotlyImageTest"
ak = "786r5mecv0"
url = "https://plot.ly/~PlotlyImageTest/13185/"
py.sign_in(un, ak)
py.get_figure(url)
def test_get_figure_with_url(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
url = "https://plot.ly/~PlotlyImageTest/13183/"
py.sign_in(un, ak)
py.get_figure(url)
def setup_image():
py.sign_in("PlotlyImageTest", "786r5mecv0")
data = [{"x": [1, 2, 3], "y": [3, 1, 6]}]
return data
def test_get_figure_raw(self):
un = 'PlotlyImageTest'
ak = '786r5mecv0'
file_id = 2
py.sign_in(un, ak)
py.get_figure('PlotlyImageTest', str(file_id), raw=True)
def setUp(self):
super(TestPlot, self).setUp()
py.sign_in('PlotlyImageTest', '786r5mecv0')
self.simple_figure = {'data': [{'x': [1, 2, 3], 'y': [2, 1, 2]}]}
def setUp(self):
super(TestImage, self).setUp()
py.sign_in('PlotlyImageTest', '786r5mecv0')
self.data = [{'x': [1, 2, 3], 'y': [3, 1, 6]}]
def test(self):
py.sign_in("username", "key", **plot_options)
self.assertRaises(PlotlyError, py._plot_option_logic, {})
def setUp(self):
py.sign_in("PlotlyImageTest", "786r5mecv0", plotly_domain="https://plot.ly")
def test(self):
py.sign_in("username", "key", **plot_options["parent"])
options = py._plot_option_logic(plot_options["child"])
for option, value in plot_options["expected_output"].items():
self.assertEqual(options[option], value)
def setUp(self):
py.sign_in('PlotlyImageTest', '786r5mecv0',
plotly_domain='https://plot.ly')