langchain/tests/unit_tests/test_text_splitter.py

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2022-11-01 03:17:22 +00:00
"""Test text splitting functionality."""
import pytest
from langchain.text_splitter import CharacterTextSplitter
def test_character_text_splitter() -> None:
"""Test splitting by character count."""
text = "foo bar baz 123"
splitter = CharacterTextSplitter(separator=" ", chunk_size=5, chunk_overlap=3)
output = splitter.split_text(text)
expected_output = ["foo bar", "bar baz", "baz 123"]
assert output == expected_output
def test_character_text_splitter_longer_words() -> None:
"""Test splitting by characters when splits not found easily."""
text = "foo bar baz 123"
splitter = CharacterTextSplitter(separator=" ", chunk_size=1, chunk_overlap=1)
output = splitter.split_text(text)
expected_output = ["foo", "bar", "baz", "123"]
assert output == expected_output
def test_character_text_splitting_args() -> None:
"""Test invalid arguments."""
with pytest.raises(ValueError):
CharacterTextSplitter(chunk_size=2, chunk_overlap=4)