戒酒的李白
23 lines
703 B
Python
23 lines
703 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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("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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assert topics_over_time.Frequency.sum() == len(documents)
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assert set(topics_over_time.Topic.unique()) == set(topic_model.topics_)
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assert len(topics_over_time.Timestamp.unique()) == len(set(timestamps))
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