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test: drop price-pinning tests that break on catalog updates
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
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2 changed files with 0 additions and 54 deletions
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@ -38,37 +38,6 @@ def use_local_model_cost_map():
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monkeypatch.undo()
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@pytest.mark.parametrize(
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"model_name,expected_prompt,expected_completion",
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[
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("FW-Kimi-K2.6", 1.045, 4.4),
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("FW-DeepSeek-V4-Pro", 1.925, 3.828),
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("FW-GLM-5.2", 1.54, 4.84),
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("FW-Kimi-K3", 3.3, 16.5),
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("FW-MiniMax-M2.5", 0.33, 1.32),
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("FW-Inkling", 1.0, 4.05),
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("FW-Nemotron-3-Ultra-NVFP4", 0.6, 2.4),
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("FW-Nemotron-Lightning-3.5-30B-A3B", 0.06, 0.22),
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],
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)
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def test_azure_ai_fw_cost_per_token(
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use_local_model_cost_map, model_name, expected_prompt, expected_completion
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):
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from litellm.llms.azure_ai.cost_calculator import cost_per_token
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from litellm.types.utils import Usage
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usage = Usage(
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prompt_tokens=1_000_000,
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completion_tokens=1_000_000,
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total_tokens=2_000_000,
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)
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prompt_cost, completion_cost = cost_per_token(model=model_name, usage=usage)
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assert prompt_cost == pytest.approx(expected_prompt)
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assert completion_cost == pytest.approx(expected_completion)
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def test_azure_ai_fw_nemotron_lightning_supports_tool_choice(use_local_model_cost_map):
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from litellm.llms.azure_ai.chat.transformation import AzureAIStudioConfig
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@ -356,29 +356,6 @@ def test_openai_style_cache_write_tokens_are_netted_out():
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)
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def test_sub_input_cache_write_price_is_an_extra_saving():
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"""A few models price writes below input; there the premium is a real credit.
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Clamping the premium at zero would silently undercount these, so the subtraction
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stays signed. ``azure/eu/gpt-4o-2024-11-20`` ships a write price at ~0.5x input.
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"""
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model = "azure/eu/gpt-4o-2024-11-20"
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info = litellm.get_model_info(model=model)
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input_cost = info["input_cost_per_token"]
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cheap_write = info["cache_creation_input_token_cost"]
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assert 0 < cheap_write < input_cost, "fixture drifted: this test needs a model pricing cache writes below input"
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result = compute_savings_spend(
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model=model,
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custom_llm_provider=None,
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compression_saved_tokens=0,
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gateway_injected_cache=True,
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usage_object=_caching_usage(read=1000, written=4000),
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)
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assert result.prompt_caching == pytest.approx(4000 * (input_cost - cheap_write))
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assert result.prompt_caching > 0
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def test_negative_cache_write_count_clamps_to_zero():
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"""A malformed negative write count must not be read as a saving."""
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input_cost, cache_read_cost = _anthropic_costs("claude-sonnet-5")
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