Files
tradingagents/tests/test_anthropic_effort.py
Yijia-Xiao 61522e103e fix(llm): skip Anthropic effort kwarg on non-supporting models (#831)
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.
2026-05-17 07:54:06 +00:00

85 lines
3.2 KiB
Python

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