langchain/tests/unit_tests/llms/test_callbacks.py

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"""Test LLM callbacks."""
from langchain.callbacks.base import CallbackManager
from tests.unit_tests.callbacks.fake_callback_handler import FakeCallbackHandler
from tests.unit_tests.llms.fake_llm import FakeLLM
def test_llm_with_callbacks() -> None:
"""Test LLM callbacks."""
handler = FakeCallbackHandler()
llm = FakeLLM(callback_manager=CallbackManager(handlers=[handler]), verbose=True)
output = llm("foo")
assert output == "foo"
assert handler.starts == 1
assert handler.ends == 1
assert handler.errors == 0
def test_llm_with_callbacks_not_verbose() -> None:
"""Test LLM callbacks but not verbose."""
import langchain
langchain.verbose = False
handler = FakeCallbackHandler()
llm = FakeLLM(callback_manager=CallbackManager(handlers=[handler]))
output = llm("foo")
assert output == "foo"
assert handler.starts == 0
assert handler.ends == 0
assert handler.errors == 0