戒酒的李白
23 lines
681 B
Python
23 lines
681 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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("online_topic_model"),
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],
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)
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def test_dynamic(model, documents, request):
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topic_model = copy.deepcopy(request.getfixturevalue(model))
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timestamps = [i % 10 for i in range(len(documents))]
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topics_over_time = topic_model.topics_over_time(documents, timestamps)
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fig = topic_model.visualize_topics_over_time(topics_over_time)
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assert len(fig.to_dict()["data"]) == len(set(topic_model.topics_)) - topic_model._outliers
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