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import copy
import pytest
@pytest.mark.parametrize('model', [('kmeans_pca_topic_model'),
('base_topic_model'),
('custom_topic_model'),
('merged_topic_model'),
('reduced_topic_model'),
('online_topic_model')])
def test_topics(model, request):
topic_model = copy.deepcopy(request.getfixturevalue(model))
fig = topic_model.visualize_topics()
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1
fig = topic_model.visualize_topics(top_n_topics=5)
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1
@pytest.mark.parametrize('model', [('kmeans_pca_topic_model'),
('base_topic_model'),
('custom_topic_model'),
('merged_topic_model'),
('reduced_topic_model'),
('online_topic_model')])
def test_topics_outlier(model, request):
topic_model = copy.deepcopy(request.getfixturevalue(model))
topic_model.topic_sizes_[-1] = 4
fig = topic_model.visualize_topics()
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1
fig = topic_model.visualize_topics(top_n_topics=5)
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1
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