戒酒的李白
23 lines
697 B
Python
23 lines
697 B
Python
import copy
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import pytest
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@pytest.mark.parametrize(
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"model",
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[
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("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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],
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)
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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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