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Haiku 4.5 rejects the effort parameter with 400. AnthropicClient.get_llm()
now drops effort when the model isn't in the supported set (Opus 4.5+,
Sonnet 4.5+, mythos-preview). Forward-compat regex catches future
claude-{opus,sonnet}-X-Y releases automatically; Haiku and unknown
models stay excluded conservatively.
14 tests cover Haiku exclusion, current Opus/Sonnet inclusion, future-
version inheritance via pattern, mythos-preview, unknown-default
exclusion, and other passthrough kwargs surviving the effort-skip path.
85 lines
3.2 KiB
Python
85 lines
3.2 KiB
Python
"""Tests for Anthropic effort-parameter gating (#831).
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Haiku 4.5 (and current Haiku versions) reject the ``effort`` parameter
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with a 400. Opus 4.5+ and Sonnet 4.5+ accept it. The gate uses a
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forward-compat regex so future ``claude-{opus,sonnet}-X-Y`` releases
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inherit support automatically.
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"""
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import pytest
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from tradingagents.llm_clients import anthropic_client as mod
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def _capture_kwargs(monkeypatch):
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captured: dict = {}
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monkeypatch.setattr(
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mod, "NormalizedChatAnthropic",
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lambda **kwargs: captured.setdefault("kwargs", kwargs),
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)
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return captured
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@pytest.mark.unit
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class TestEffortGate:
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@pytest.mark.parametrize(
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"model",
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["claude-haiku-4-5", "claude-haiku-5-0", "claude-haiku-4-7-preview"],
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)
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def test_haiku_does_not_receive_effort(self, monkeypatch, model):
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captured = _capture_kwargs(monkeypatch)
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mod.AnthropicClient(model=model, effort="medium", api_key="x").get_llm()
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assert "effort" not in captured["kwargs"]
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@pytest.mark.parametrize(
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"model",
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[
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"claude-opus-4-5", "claude-opus-4-6", "claude-opus-4-7",
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"claude-sonnet-4-5", "claude-sonnet-4-6",
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],
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)
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def test_current_opus_and_sonnet_receive_effort(self, monkeypatch, model):
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captured = _capture_kwargs(monkeypatch)
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mod.AnthropicClient(model=model, effort="high", api_key="x").get_llm()
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assert captured["kwargs"]["effort"] == "high"
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@pytest.mark.parametrize(
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"model",
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["claude-opus-5-0", "claude-opus-4-8", "claude-sonnet-5-0"],
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)
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def test_future_opus_sonnet_inherit_effort_via_pattern(self, monkeypatch, model):
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"""Forward-compat: new Opus/Sonnet versions don't need a code change."""
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captured = _capture_kwargs(monkeypatch)
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mod.AnthropicClient(model=model, effort="low", api_key="x").get_llm()
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assert captured["kwargs"]["effort"] == "low"
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def test_mythos_preview_receives_effort(self, monkeypatch):
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captured = _capture_kwargs(monkeypatch)
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mod.AnthropicClient(
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model="claude-mythos-preview", effort="medium", api_key="x"
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).get_llm()
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assert captured["kwargs"]["effort"] == "medium"
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def test_unknown_anthropic_model_does_not_receive_effort(self, monkeypatch):
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"""Default is conservative — unknown models don't get effort to avoid 400s."""
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captured = _capture_kwargs(monkeypatch)
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mod.AnthropicClient(
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model="claude-experimental-x", effort="medium", api_key="x"
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).get_llm()
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assert "effort" not in captured["kwargs"]
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def test_other_kwargs_still_forwarded_when_effort_skipped(self, monkeypatch):
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"""Skipping effort must not break other passthrough kwargs."""
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captured = _capture_kwargs(monkeypatch)
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mod.AnthropicClient(
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model="claude-haiku-4-5",
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effort="medium",
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api_key="placeholder",
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max_tokens=1024,
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timeout=30,
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).get_llm()
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assert captured["kwargs"]["api_key"] == "placeholder"
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assert captured["kwargs"]["max_tokens"] == 1024
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assert captured["kwargs"]["timeout"] == 30
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assert "effort" not in captured["kwargs"]
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