Hermes-agent

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Zakaria
2026-06-14 14:30:48 -04:00
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"""Unit tests for the Kimi/Moonshot provider profile's reasoning wiring.
Moonshot's OpenAI-compat endpoint (``api.moonshot.ai/v1``) treats
``extra_body.thinking`` and a top-level ``reasoning_effort`` as mutually
exclusive. The profile must send at most one of them — never both — so a
request can't trip "cannot specify both 'thinking' and 'reasoning_effort'".
This mirrors the kimi-k2 handling already shipped for the opencode-go relay
(see ``tests/plugins/model_providers/test_opencode_go_profile.py``).
"""
from __future__ import annotations
import pytest
@pytest.fixture
def kimi_profile():
"""Resolve the registered Kimi profile via the provider registry.
Importing ``model_tools`` triggers plugin discovery, which registers the
Kimi profile. Going through ``get_provider_profile`` keeps the test honest:
if the registered class is ever swapped for a plain ``ProviderProfile`` the
assertions below collapse.
"""
import model_tools # noqa: F401
import providers
profile = providers.get_provider_profile("kimi-coding")
assert profile is not None, "kimi-coding provider profile must be registered"
return profile
class TestKimiReasoningWireShape:
"""``build_api_kwargs_extras`` never emits thinking + reasoning_effort together."""
def test_no_config_enables_thinking_without_effort(self, kimi_profile):
"""No reasoning_config → thinking on, server picks the depth.
Regression guard: this path previously also sent
``reasoning_effort="medium"``, pairing thinking + effort on every
default call.
"""
extra_body, top_level = kimi_profile.build_api_kwargs_extras(reasoning_config=None)
assert extra_body == {"thinking": {"type": "enabled"}}
assert top_level == {}
@pytest.mark.parametrize("effort", ["low", "medium", "high"])
def test_explicit_effort_sends_effort_only(self, kimi_profile, effort):
extra_body, top_level = kimi_profile.build_api_kwargs_extras(
reasoning_config={"enabled": True, "effort": effort}
)
assert top_level == {"reasoning_effort": effort}
assert "thinking" not in extra_body
def test_enabled_without_effort_falls_back_to_thinking(self, kimi_profile):
extra_body, top_level = kimi_profile.build_api_kwargs_extras(
reasoning_config={"enabled": True}
)
assert extra_body == {"thinking": {"type": "enabled"}}
assert top_level == {}
@pytest.mark.parametrize("effort", ["", "garbage", "xhigh", "max"])
def test_unrecognized_effort_falls_back_to_thinking(self, kimi_profile, effort):
"""Unknown/strong efforts aren't in Moonshot's low|medium|high set, so
we drop to the thinking toggle rather than sending an invalid effort."""
extra_body, top_level = kimi_profile.build_api_kwargs_extras(
reasoning_config={"enabled": True, "effort": effort}
)
assert extra_body == {"thinking": {"type": "enabled"}}
assert top_level == {}
def test_disabled_sends_thinking_disabled_only(self, kimi_profile):
extra_body, top_level = kimi_profile.build_api_kwargs_extras(
reasoning_config={"enabled": False}
)
assert extra_body == {"thinking": {"type": "disabled"}}
assert top_level == {}
def test_disabled_ignores_effort(self, kimi_profile):
extra_body, top_level = kimi_profile.build_api_kwargs_extras(
reasoning_config={"enabled": False, "effort": "high"}
)
assert extra_body == {"thinking": {"type": "disabled"}}
assert top_level == {}
@pytest.mark.parametrize(
"reasoning_config",
[
None,
{"enabled": True},
{"enabled": True, "effort": "high"},
{"enabled": True, "effort": "garbage"},
{"enabled": False},
{"enabled": False, "effort": "low"},
],
)
def test_never_emits_both(self, kimi_profile, reasoning_config):
"""The core invariant: thinking and reasoning_effort are never both set."""
extra_body, top_level = kimi_profile.build_api_kwargs_extras(
reasoning_config=reasoning_config
)
assert not ("thinking" in extra_body and "reasoning_effort" in top_level)
class TestKimiFullKwargsIntegration:
"""The transport's full kwargs carry at most one reasoning knob."""
def _build(self, kimi_profile, reasoning_config):
from agent.transports.chat_completions import ChatCompletionsTransport
return ChatCompletionsTransport().build_kwargs(
model="kimi-k2-turbo-preview",
messages=[{"role": "user", "content": "ping"}],
tools=None,
provider_profile=kimi_profile,
reasoning_config=reasoning_config,
base_url="https://api.moonshot.ai/v1",
provider_name="kimi-coding",
)
def test_explicit_effort_omits_thinking(self, kimi_profile):
kwargs = self._build(kimi_profile, {"enabled": True, "effort": "high"})
assert kwargs["reasoning_effort"] == "high"
assert "thinking" not in kwargs.get("extra_body", {})
def test_no_config_omits_effort(self, kimi_profile):
kwargs = self._build(kimi_profile, None)
assert "reasoning_effort" not in kwargs
assert kwargs["extra_body"] == {"thinking": {"type": "enabled"}}