(documents, document_embeddings, embedding_model, targets)
| 146 | |
| 147 | @pytest.fixture(scope="session") |
| 148 | def supervised_topic_model(documents, document_embeddings, embedding_model, targets): |
| 149 | empty_dimensionality_model = BaseDimensionalityReduction() |
| 150 | clf = LogisticRegression() |
| 151 | |
| 152 | model = BERTopic( |
| 153 | embedding_model=embedding_model, |
| 154 | umap_model=empty_dimensionality_model, |
| 155 | hdbscan_model=clf, |
| 156 | ).fit(documents, embeddings=document_embeddings, y=targets) |
| 157 | return model |
| 158 | |
| 159 | |
| 160 | @pytest.fixture(scope="session") |
nothing calls this directly
no test coverage detected