def test_color_function_deprecated_replaced():
km = KeplerMapper()
X, labels = make_circles(1000, random_state=0)
lens = km.fit_transform(X, projection=[0])
color_values = lens[:, 0]
sc = km.map(lens, X)
X_names=[]
lens_names=[]
custom_tooltips = np.array(["customized_%s" % (l) for l in labels])
with warnings.catch_warnings(record=True) as w:
# Cause all warnings to always be triggered.
warnings.simplefilter("always")
# TODO: plotlyviz.plotlyviz
# plotlyviz.get_mapper_graph
json_graph, mapper_summary, colorf_distribution = get_mapper_graph(sc, color_function=color_values)
_test_raised_deprecation_warning(w)
# plotlyviz.scomplex_to_graph
_ = scomplex_to_graph(
simplicial_complex=sc,
color_function=color_values,
X=X,
X_names=X_names,
lens=lens,
lens_names=lens_names,
custom_tooltips=custom_tooltips,
colorscale=default_colorscale,
)
_test_raised_deprecation_warning(w)
def test_kepler_to_graph_with_colorscale(sc):
json_graph, mapper_summary, colorf_distribution = get_mapper_graph(sc, colorscale=default_colorscale)
assert json.loads(json.dumps(json_graph)) == json_graph
assert isinstance(mapper_summary, dict)
assert isinstance(colorf_distribution, list)
def test_plotly_graph(sc):
edge_trace, node_trace = plotly_graph(get_mapper_graph(sc)[0])
assert isinstance(edge_trace, dict)
assert isinstance(node_trace, dict)
def test_hovering_widgets_node_hist_fig(sc):
kmgraph, mapper_summary, n_color_distribution = get_mapper_graph(
sc, colorscale=default_colorscale)
fnode = kmgraph["nodes"][0]
node_hist_fig(fnode["distribution"])
pass
