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88 lines
2.8 KiB
Python
88 lines
2.8 KiB
Python
import io
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import os
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import pytest
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from private_gpt.settings.settings_loader import discover_models_from_environment
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from private_gpt.settings.yaml import load_yaml_with_envvars
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def test_environment_variables_are_loaded() -> None:
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sample_yaml = """
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replaced: ${TEST_REPLACE_ME}
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"""
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env = {"TEST_REPLACE_ME": "replaced"}
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loaded = load_yaml_with_envvars(io.StringIO(sample_yaml), env)
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os.environ.copy()
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assert loaded["replaced"] == "replaced"
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def test_environment_defaults_variables_are_loaded() -> None:
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sample_yaml = """
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replaced: ${PGPT_EMBEDDING_HF_MODEL_NAME:BAAI/bge-small-en-v1.5}
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"""
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loaded = load_yaml_with_envvars(io.StringIO(sample_yaml), {})
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assert loaded["replaced"] == "BAAI/bge-small-en-v1.5"
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def test_environment_defaults_variables_are_loaded_with_duplicated_delimiters() -> None:
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sample_yaml = """
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replaced: ${PGPT_EMBEDDING_HF_MODEL_NAME::duped::}
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"""
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loaded = load_yaml_with_envvars(io.StringIO(sample_yaml), {})
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assert loaded["replaced"] == ":duped::"
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def test_environment_without_defaults_fails() -> None:
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sample_yaml = """
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replaced: ${TEST_REPLACE_ME}
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"""
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with pytest.raises(ValueError) as error:
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load_yaml_with_envvars(io.StringIO(sample_yaml), {})
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assert error is not None
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def test_load_models_from_env() -> None:
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env = {
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"PGPT_MODELS_MODEL3_NAME": "model3",
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"PGPT_MODELS_MODEL3_PARAM1": "value3",
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"PGPT_MODELS_MODEL3_PARAM2__SUBPARAM": "subvalue",
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"PGPT_MODELS_MODEL3_PARAM2__SUBPARAM2__SUBSUB": "subsubvalue",
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}
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loaded = discover_models_from_environment(env)
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assert len(loaded) == 1
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first_model = loaded[0]
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assert first_model["name"] == "model3"
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assert first_model["param1"] == "value3"
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assert first_model["param2"]["subparam"] == "subvalue"
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assert first_model["param2"]["subparam2"]["subsub"] == "subsubvalue"
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def test_multiple_environment_variables_fallback() -> None:
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sample_yaml = """
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replaced: ${VAR1,VAR2,VAR3:default_value}
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"""
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env = {"VAR1": "first"}
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loaded = load_yaml_with_envvars(io.StringIO(sample_yaml), env)
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assert loaded["replaced"] == "first"
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env = {"VAR2": "second"}
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loaded = load_yaml_with_envvars(io.StringIO(sample_yaml), env)
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assert loaded["replaced"] == "second"
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env = {"VAR2": "second", "VAR3": "third"}
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loaded = load_yaml_with_envvars(io.StringIO(sample_yaml), env)
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assert loaded["replaced"] == "second"
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loaded = load_yaml_with_envvars(io.StringIO(sample_yaml), {})
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assert loaded["replaced"] == "default_value"
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def test_multiple_environment_variables_without_default_fails() -> None:
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sample_yaml = """
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replaced: ${VAR1,VAR2}
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"""
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with pytest.raises(ValueError):
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load_yaml_with_envvars(io.StringIO(sample_yaml), {})
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