| 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 |
|
|
