123 lines
5 KiB
Python
123 lines
5 KiB
Python
"""Test provider-specific default models in config."""
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import os
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import pytest
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def test_provider_default_models():
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"""Test that each provider has a default model and it's used when model is not explicitly set."""
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from hindsight_api.config import PROVIDER_DEFAULT_MODELS, HindsightConfig, clear_config_cache
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# Save original env vars
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original_provider = os.environ.get("HINDSIGHT_API_LLM_PROVIDER")
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original_model = os.environ.get("HINDSIGHT_API_LLM_MODEL")
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try:
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# Test each provider has a default
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for provider, expected_model in PROVIDER_DEFAULT_MODELS.items():
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clear_config_cache()
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os.environ["HINDSIGHT_API_LLM_PROVIDER"] = provider
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# Remove explicit model setting to test default
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if "HINDSIGHT_API_LLM_MODEL" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_MODEL"]
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config = HindsightConfig.from_env()
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assert config.llm_provider == provider, f"Provider mismatch for {provider}"
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assert config.llm_model == expected_model, f"Expected {expected_model} for {provider}, got {config.llm_model}"
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finally:
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# Restore original env vars
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clear_config_cache()
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if original_provider:
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os.environ["HINDSIGHT_API_LLM_PROVIDER"] = original_provider
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elif "HINDSIGHT_API_LLM_PROVIDER" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_PROVIDER"]
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if original_model:
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os.environ["HINDSIGHT_API_LLM_MODEL"] = original_model
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elif "HINDSIGHT_API_LLM_MODEL" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_MODEL"]
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def test_explicit_model_overrides_provider_default():
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"""Test that explicit model setting overrides provider default."""
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from hindsight_api.config import HindsightConfig, clear_config_cache
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original_provider = os.environ.get("HINDSIGHT_API_LLM_PROVIDER")
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original_model = os.environ.get("HINDSIGHT_API_LLM_MODEL")
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try:
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clear_config_cache()
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os.environ["HINDSIGHT_API_LLM_PROVIDER"] = "anthropic"
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os.environ["HINDSIGHT_API_LLM_MODEL"] = "claude-sonnet-4-5-20250929"
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config = HindsightConfig.from_env()
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assert config.llm_provider == "anthropic"
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assert config.llm_model == "claude-sonnet-4-5-20250929", "Explicit model should override default"
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finally:
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clear_config_cache()
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if original_provider:
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os.environ["HINDSIGHT_API_LLM_PROVIDER"] = original_provider
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elif "HINDSIGHT_API_LLM_PROVIDER" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_PROVIDER"]
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if original_model:
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os.environ["HINDSIGHT_API_LLM_MODEL"] = original_model
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elif "HINDSIGHT_API_LLM_MODEL" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_MODEL"]
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def test_per_operation_provider_default_model():
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"""Test that per-operation providers use their own default models."""
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from hindsight_api.config import HindsightConfig, clear_config_cache
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original_provider = os.environ.get("HINDSIGHT_API_LLM_PROVIDER")
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original_model = os.environ.get("HINDSIGHT_API_LLM_MODEL")
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original_retain_provider = os.environ.get("HINDSIGHT_API_RETAIN_LLM_PROVIDER")
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original_retain_model = os.environ.get("HINDSIGHT_API_RETAIN_LLM_MODEL")
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try:
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clear_config_cache()
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os.environ["HINDSIGHT_API_LLM_PROVIDER"] = "openai"
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# Remove explicit model to use provider default
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if "HINDSIGHT_API_LLM_MODEL" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_MODEL"]
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# Set retain-specific provider but not model
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os.environ["HINDSIGHT_API_RETAIN_LLM_PROVIDER"] = "anthropic"
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if "HINDSIGHT_API_RETAIN_LLM_MODEL" in os.environ:
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del os.environ["HINDSIGHT_API_RETAIN_LLM_MODEL"]
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config = HindsightConfig.from_env()
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# Global LLM should use OpenAI default
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assert config.llm_model == "gpt-4o-mini", f"Expected gpt-4o-mini, got {config.llm_model}"
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# Retain should use Anthropic default
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assert (
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config.retain_llm_model == "claude-haiku-4-5-20251001"
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), f"Expected claude-haiku-4-5-20251001, got {config.retain_llm_model}"
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finally:
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clear_config_cache()
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if original_provider:
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os.environ["HINDSIGHT_API_LLM_PROVIDER"] = original_provider
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elif "HINDSIGHT_API_LLM_PROVIDER" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_PROVIDER"]
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if original_model:
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os.environ["HINDSIGHT_API_LLM_MODEL"] = original_model
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elif "HINDSIGHT_API_LLM_MODEL" in os.environ:
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del os.environ["HINDSIGHT_API_LLM_MODEL"]
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if original_retain_provider:
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os.environ["HINDSIGHT_API_RETAIN_LLM_PROVIDER"] = original_retain_provider
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elif "HINDSIGHT_API_RETAIN_LLM_PROVIDER" in os.environ:
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del os.environ["HINDSIGHT_API_RETAIN_LLM_PROVIDER"]
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if original_retain_model:
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os.environ["HINDSIGHT_API_RETAIN_LLM_MODEL"] = original_retain_model
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elif "HINDSIGHT_API_RETAIN_LLM_MODEL" in os.environ:
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del os.environ["HINDSIGHT_API_RETAIN_LLM_MODEL"]
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