63 lines
2.2 KiB
Python
63 lines
2.2 KiB
Python
from litellm.litellm_core_utils.model_param_helper import ModelParamHelper
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def test_cached_relevant_logging_args_matches_dynamic():
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"""Verify the cached frozenset matches the dynamically computed set."""
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cached = ModelParamHelper._relevant_logging_args
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dynamic = ModelParamHelper._get_relevant_args_to_use_for_logging()
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assert cached == dynamic
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assert isinstance(cached, frozenset)
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def test_get_standard_logging_model_parameters_filters():
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"""Verify model parameters are filtered to only supported keys."""
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params = {"temperature": 0.7, "messages": [{"role": "user"}], "max_tokens": 100}
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result = ModelParamHelper.get_standard_logging_model_parameters(params)
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assert "temperature" in result
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assert "max_tokens" in result
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assert "messages" not in result # excluded prompt content
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def test_get_standard_logging_model_parameters_excludes_prompt_content():
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"""Verify all prompt content keys are excluded."""
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params = {
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"messages": [{"role": "user", "content": "hi"}],
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"prompt": "hello",
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"input": "test",
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"temperature": 0.5,
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}
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result = ModelParamHelper.get_standard_logging_model_parameters(params)
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assert "messages" not in result
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assert "prompt" not in result
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assert "input" not in result
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assert result == {"temperature": 0.5}
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def test_get_all_llm_api_params_includes_responses_api():
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"""
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Regression guard for the Responses API cache-key bug:
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Responses-API-only kwargs must be present in the cache-key allow-list,
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otherwise Cache.get_cache_key() silently drops them and two requests
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that differ only in (e.g.) `instructions` collide on the same key.
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"""
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all_params = ModelParamHelper._get_all_llm_api_params()
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responses_only_params = {
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"instructions",
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"previous_response_id",
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"reasoning",
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"include",
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"store",
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"background",
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"max_output_tokens",
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"max_tool_calls",
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"prompt_cache_key",
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"prompt_cache_retention",
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"context_management",
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"conversation",
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"safety_identifier",
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}
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missing = responses_only_params - all_params
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assert (
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missing == set()
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), f"Responses-API kwargs missing from cache-key allow-list: {sorted(missing)}"
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