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64 lines
1.8 KiB
Python
64 lines
1.8 KiB
Python
from langchain_core.pydantic_v1 import SecretStr
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from pytest import CaptureFixture
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from langchain_community.llms.predibase import Predibase
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def test_api_key_is_string() -> None:
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llm = Predibase(model="my_llm", predibase_api_key="secret-api-key")
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assert isinstance(llm.predibase_api_key, SecretStr)
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def test_api_key_masked_when_passed_via_constructor(
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capsys: CaptureFixture,
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) -> None:
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llm = Predibase(model="my_llm", predibase_api_key="secret-api-key")
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print(llm.predibase_api_key, end="") # noqa: T201
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captured = capsys.readouterr()
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assert captured.out == "**********"
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def test_specifying_adapter_id_argument() -> None:
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llm = Predibase(model="my_llm", predibase_api_key="secret-api-key")
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assert not llm.adapter_id
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llm = Predibase(
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model="my_llm",
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predibase_api_key="secret-api-key",
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adapter_id="my-hf-adapter",
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)
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assert llm.adapter_id == "my-hf-adapter"
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assert llm.adapter_version is None
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llm = Predibase(
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model="my_llm",
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adapter_id="my-other-hf-adapter",
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predibase_api_key="secret-api-key",
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)
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assert llm.adapter_id == "my-other-hf-adapter"
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assert llm.adapter_version is None
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def test_specifying_adapter_id_and_adapter_version_arguments() -> None:
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llm = Predibase(model="my_llm", predibase_api_key="secret-api-key")
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assert not llm.adapter_id
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llm = Predibase(
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model="my_llm",
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predibase_api_key="secret-api-key",
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adapter_id="my-hf-adapter",
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adapter_version=None,
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)
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assert llm.adapter_id == "my-hf-adapter"
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assert llm.adapter_version is None
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llm = Predibase(
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model="my_llm",
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adapter_id="my-other-hf-adapter",
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adapter_version=3,
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predibase_api_key="secret-api-key",
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)
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assert llm.adapter_id == "my-other-hf-adapter"
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assert llm.adapter_version == 3
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