langchain/libs/community/tests/unit_tests/llms/test_predibase.py
Eugene Yurtsev 25fbe356b4
community[patch]: upgrade to recent version of mypy (#21616)
This PR upgrades community to a recent version of mypy. It inserts type:
ignore on all existing failures.
2024-05-13 14:55:07 -04:00

80 lines
2.7 KiB
Python

from langchain_core.pydantic_v1 import SecretStr
from pytest import CaptureFixture
from langchain_community.llms.predibase import Predibase
def test_api_key_is_string() -> None:
llm = Predibase(model="my_llm", predibase_api_key="secret-api-key") # type: ignore[arg-type, call-arg]
assert isinstance(llm.predibase_api_key, SecretStr)
def test_api_key_masked_when_passed_via_constructor(
capsys: CaptureFixture,
) -> None:
llm = Predibase(model="my_llm", predibase_api_key="secret-api-key") # type: ignore[arg-type, call-arg]
print(llm.predibase_api_key, end="") # noqa: T201
captured = capsys.readouterr()
assert captured.out == "**********"
def test_specifying_predibase_sdk_version_argument() -> None:
llm = Predibase( # type: ignore[call-arg]
model="my_llm",
predibase_api_key="secret-api-key", # type: ignore[arg-type]
)
assert not llm.predibase_sdk_version
legacy_predibase_sdk_version = "2024.4.8"
llm = Predibase( # type: ignore[call-arg]
model="my_llm",
predibase_api_key="secret-api-key", # type: ignore[arg-type]
predibase_sdk_version=legacy_predibase_sdk_version,
)
assert llm.predibase_sdk_version == legacy_predibase_sdk_version
def test_specifying_adapter_id_argument() -> None:
llm = Predibase(model="my_llm", predibase_api_key="secret-api-key") # type: ignore[arg-type, call-arg]
assert not llm.adapter_id
llm = Predibase( # type: ignore[call-arg]
model="my_llm",
predibase_api_key="secret-api-key", # type: ignore[arg-type]
adapter_id="my-hf-adapter",
)
assert llm.adapter_id == "my-hf-adapter"
assert llm.adapter_version is None
llm = Predibase( # type: ignore[call-arg]
model="my_llm",
predibase_api_key="secret-api-key", # type: ignore[arg-type]
adapter_id="my-other-hf-adapter",
)
assert llm.adapter_id == "my-other-hf-adapter"
assert llm.adapter_version is None
def test_specifying_adapter_id_and_adapter_version_arguments() -> None:
llm = Predibase(model="my_llm", predibase_api_key="secret-api-key") # type: ignore[arg-type, call-arg]
assert not llm.adapter_id
llm = Predibase( # type: ignore[call-arg]
model="my_llm",
predibase_api_key="secret-api-key", # type: ignore[arg-type]
adapter_id="my-hf-adapter",
adapter_version=None,
)
assert llm.adapter_id == "my-hf-adapter"
assert llm.adapter_version is None
llm = Predibase( # type: ignore[call-arg]
model="my_llm",
predibase_api_key="secret-api-key", # type: ignore[arg-type]
adapter_id="my-other-hf-adapter",
adapter_version=3,
)
assert llm.adapter_id == "my-other-hf-adapter"
assert llm.adapter_version == 3