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import pytest
import logging
import numpy as np
from bertopic._utils import check_documents_type, check_embeddings_shape, MyLogger
def test_logger():
logger = MyLogger("DEBUG")
assert isinstance(logger.logger, logging.Logger)
assert logger.logger.level == 10
logger = MyLogger("WARNING")
assert isinstance(logger.logger, logging.Logger)
assert logger.logger.level == 30
@pytest.mark.parametrize(
"docs",
[
"A document not in an iterable",
[None],
5
],
)
def test_check_documents_type(docs):
with pytest.raises(TypeError):
check_documents_type(docs)
def test_check_embeddings_shape():
docs = ["doc_one", "doc_two"]
embeddings = np.array([[1, 2, 3],
[2, 3, 4]])
check_embeddings_shape(embeddings, docs)
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