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