| | import copy |
| | import pytest |
| |
|
| |
|
| | @pytest.mark.parametrize('model', [('kmeans_pca_topic_model'), |
| | ('base_topic_model'), |
| | ('custom_topic_model'), |
| | ('merged_topic_model'), |
| | ('reduced_topic_model')]) |
| | def test_documents(model, reduced_embeddings, documents, request): |
| | topic_model = copy.deepcopy(request.getfixturevalue(model)) |
| | topics = set(topic_model.topics_) |
| | if -1 in topics: |
| | topics.remove(-1) |
| | fig = topic_model.visualize_documents(documents, embeddings=reduced_embeddings, hide_document_hover=True) |
| | fig_topics = [int(data["name"].split("_")[0]) for data in fig.to_dict()["data"][1:]] |
| | assert set(fig_topics) == topics |
| |
|
