langchain/tests/integration_tests/test_text_splitter.py

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2022-11-13 17:37:44 +00:00
"""Test text splitters that require an integration."""
import pytest
from langchain.text_splitter import CharacterTextSplitter
def test_huggingface_type_check() -> None:
"""Test that type checks are done properly on input."""
with pytest.raises(ValueError):
CharacterTextSplitter.from_huggingface_tokenizer("foo")
def test_huggingface_tokenizer() -> None:
"""Test text splitter that uses a HuggingFace tokenizer."""
from transformers import GPT2TokenizerFast
tokenizer = GPT2TokenizerFast.from_pretrained("gpt2")
text_splitter = CharacterTextSplitter.from_huggingface_tokenizer(
tokenizer, separator=" ", chunk_size=1, chunk_overlap=0
)
output = text_splitter.split_text("foo bar")
assert output == ["foo", "bar"]