test_topics.py
1.53 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
import copy
import pytest
@pytest.mark.parametrize(
"model",
[
("kmeans_pca_topic_model"),
("base_topic_model"),
("custom_topic_model"),
("merged_topic_model"),
("reduced_topic_model"),
("online_topic_model"),
],
)
def test_topics(model, request):
topic_model = copy.deepcopy(request.getfixturevalue(model))
fig = topic_model.visualize_topics()
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1
fig = topic_model.visualize_topics(top_n_topics=5)
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1
@pytest.mark.parametrize(
"model",
[
("kmeans_pca_topic_model"),
("base_topic_model"),
("custom_topic_model"),
("merged_topic_model"),
("reduced_topic_model"),
("online_topic_model"),
],
)
def test_topics_outlier(model, request):
topic_model = copy.deepcopy(request.getfixturevalue(model))
topic_model.topic_sizes_[-1] = 4
fig = topic_model.visualize_topics()
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1
fig = topic_model.visualize_topics(top_n_topics=5)
for slider in fig.to_dict()["layout"]["sliders"]:
for step in slider["steps"]:
assert int(step["label"].split(" ")[-1]) != -1