| | 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_dynamic(model, documents, request): |
| | topic_model = copy.deepcopy(request.getfixturevalue(model)) |
| | timestamps = [i % 10 for i in range(len(documents))] |
| | topics_over_time = topic_model.topics_over_time(documents, timestamps) |
| | fig = topic_model.visualize_topics_over_time(topics_over_time) |
| |
|
| | assert len(fig.to_dict()["data"]) == len(set(topic_model.topics_)) - topic_model._outliers |
| |
|
