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Runtime error
Runtime error
Create tests/unit/test_llm_manager.py
Browse files- tests/unit/test_llm_manager.py +244 -0
tests/unit/test_llm_manager.py
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| 1 |
+
from __future__ import annotations
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| 2 |
+
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| 3 |
+
import asyncio
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| 4 |
+
import pytest
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| 5 |
+
import pytest_asyncio
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+
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| 7 |
+
from llm.manager import (
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| 8 |
+
AllProvidersFailedError,
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| 9 |
+
FallbackPolicy,
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| 10 |
+
LLMManager,
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| 11 |
+
ProviderAlreadyRegisteredError,
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| 12 |
+
ProviderNotFoundError,
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| 13 |
+
)
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| 14 |
+
from llm.providers.base_provider import (
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| 15 |
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BaseProvider,
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| 16 |
+
LLMMessage,
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| 17 |
+
LLMProviderError,
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| 18 |
+
LLMRequest,
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| 19 |
+
LLMResponse,
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| 20 |
+
)
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| 21 |
+
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| 22 |
+
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+
# ---------------------------------------------------------------------------
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| 24 |
+
# Stub providers for testing
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| 25 |
+
# ---------------------------------------------------------------------------
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| 26 |
+
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| 27 |
+
class _SuccessProvider(BaseProvider):
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| 28 |
+
"""A provider that always succeeds."""
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| 29 |
+
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| 30 |
+
def __init__(self, name: str = "success") -> None:
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| 31 |
+
super().__init__(name=name)
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| 32 |
+
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| 33 |
+
async def generate(self, request: LLMRequest) -> LLMResponse:
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| 34 |
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return LLMResponse(
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| 35 |
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content=f"response from {self.name}",
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| 36 |
+
model=request.model,
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| 37 |
+
provider=self.name,
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| 38 |
+
)
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| 39 |
+
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| 40 |
+
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| 41 |
+
class _FailProvider(BaseProvider):
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| 42 |
+
"""A provider that always fails with LLMProviderError."""
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| 43 |
+
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| 44 |
+
def __init__(self, name: str = "fail") -> None:
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| 45 |
+
super().__init__(name=name)
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| 46 |
+
self.call_count: int = 0
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| 47 |
+
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| 48 |
+
async def generate(self, request: LLMRequest) -> LLMResponse:
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| 49 |
+
self.call_count += 1
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| 50 |
+
raise LLMProviderError(
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| 51 |
+
f"provider {self.name} failed (attempt {self.call_count})",
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| 52 |
+
provider_name=self.name,
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| 53 |
+
)
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| 54 |
+
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| 55 |
+
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| 56 |
+
class _FlakyProvider(BaseProvider):
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| 57 |
+
"""A provider that fails N times then succeeds."""
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| 58 |
+
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| 59 |
+
def __init__(self, fail_count: int = 1, name: str = "flaky") -> None:
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| 60 |
+
super().__init__(name=name)
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| 61 |
+
self._fail_count = fail_count
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| 62 |
+
self.call_count: int = 0
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| 63 |
+
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| 64 |
+
async def generate(self, request: LLMRequest) -> LLMResponse:
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| 65 |
+
self.call_count += 1
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| 66 |
+
if self.call_count <= self._fail_count:
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| 67 |
+
raise LLMProviderError(
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| 68 |
+
f"transient failure (attempt {self.call_count})",
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| 69 |
+
provider_name=self.name,
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| 70 |
+
)
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| 71 |
+
return LLMResponse(
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| 72 |
+
content=f"success after {self.call_count} attempts",
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| 73 |
+
model=request.model,
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| 74 |
+
provider=self.name,
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| 75 |
+
)
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| 76 |
+
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| 77 |
+
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| 78 |
+
# ---------------------------------------------------------------------------
|
| 79 |
+
# Helper
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| 80 |
+
# ---------------------------------------------------------------------------
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| 81 |
+
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| 82 |
+
def _make_request(model: str = "test-model") -> LLMRequest:
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| 83 |
+
return LLMRequest(
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| 84 |
+
messages=[LLMMessage(role="user", content="Hello")],
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| 85 |
+
model=model,
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| 86 |
+
)
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| 87 |
+
|
| 88 |
+
|
| 89 |
+
# ---------------------------------------------------------------------------
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| 90 |
+
# Tests
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| 91 |
+
# ---------------------------------------------------------------------------
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| 92 |
+
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| 93 |
+
class TestLLMManagerRegistration:
|
| 94 |
+
@pytest.mark.asyncio
|
| 95 |
+
async def test_register_and_list(self) -> None:
|
| 96 |
+
manager = LLMManager(default_provider="p1")
|
| 97 |
+
await manager.register_provider("p1", _SuccessProvider("p1"))
|
| 98 |
+
assert manager.list_providers() == ["p1"]
|
| 99 |
+
|
| 100 |
+
@pytest.mark.asyncio
|
| 101 |
+
async def test_duplicate_registration_raises(self) -> None:
|
| 102 |
+
manager = LLMManager(default_provider="p1")
|
| 103 |
+
await manager.register_provider("p1", _SuccessProvider("p1"))
|
| 104 |
+
with pytest.raises(ProviderAlreadyRegisteredError):
|
| 105 |
+
await manager.register_provider("p1", _SuccessProvider("p1"))
|
| 106 |
+
|
| 107 |
+
@pytest.mark.asyncio
|
| 108 |
+
async def test_duplicate_with_overwrite(self) -> None:
|
| 109 |
+
manager = LLMManager(default_provider="p1")
|
| 110 |
+
await manager.register_provider("p1", _SuccessProvider("p1"))
|
| 111 |
+
await manager.register_provider("p1", _SuccessProvider("p1"), overwrite=True)
|
| 112 |
+
assert manager.list_providers() == ["p1"]
|
| 113 |
+
|
| 114 |
+
@pytest.mark.asyncio
|
| 115 |
+
async def test_has_providers(self) -> None:
|
| 116 |
+
manager = LLMManager()
|
| 117 |
+
assert not manager.has_providers()
|
| 118 |
+
await manager.register_provider("p1", _SuccessProvider("p1"))
|
| 119 |
+
assert manager.has_providers()
|
| 120 |
+
|
| 121 |
+
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| 122 |
+
class TestLLMManagerGetProvider:
|
| 123 |
+
def test_get_default(self) -> None:
|
| 124 |
+
manager = LLMManager(default_provider="p1")
|
| 125 |
+
provider = _SuccessProvider("p1")
|
| 126 |
+
manager._providers["p1"] = provider
|
| 127 |
+
assert manager.get_provider() is provider
|
| 128 |
+
|
| 129 |
+
def test_get_by_name(self) -> None:
|
| 130 |
+
manager = LLMManager(default_provider="p1")
|
| 131 |
+
provider = _SuccessProvider("p2")
|
| 132 |
+
manager._providers["p2"] = provider
|
| 133 |
+
assert manager.get_provider("p2") is provider
|
| 134 |
+
|
| 135 |
+
def test_not_found_raises(self) -> None:
|
| 136 |
+
manager = LLMManager(default_provider="missing")
|
| 137 |
+
with pytest.raises(ProviderNotFoundError):
|
| 138 |
+
manager.get_provider()
|
| 139 |
+
|
| 140 |
+
|
| 141 |
+
class TestLLMManagerGenerate:
|
| 142 |
+
@pytest.mark.asyncio
|
| 143 |
+
async def test_successful_generate(self) -> None:
|
| 144 |
+
manager = LLMManager(default_provider="p1")
|
| 145 |
+
await manager.register_provider("p1", _SuccessProvider("p1"))
|
| 146 |
+
response = await manager.generate(_make_request())
|
| 147 |
+
assert response.provider == "p1"
|
| 148 |
+
assert "response" in response.content
|
| 149 |
+
|
| 150 |
+
@pytest.mark.asyncio
|
| 151 |
+
async def test_no_providers_raises(self) -> None:
|
| 152 |
+
manager = LLMManager(default_provider="missing")
|
| 153 |
+
with pytest.raises(ProviderNotFoundError):
|
| 154 |
+
await manager.generate(_make_request())
|
| 155 |
+
|
| 156 |
+
@pytest.mark.asyncio
|
| 157 |
+
async def test_fallback_to_second_provider(self) -> None:
|
| 158 |
+
policy = FallbackPolicy(
|
| 159 |
+
providers=["fail", "success"],
|
| 160 |
+
max_retries_per_provider=0,
|
| 161 |
+
)
|
| 162 |
+
manager = LLMManager(default_provider="fail", fallback_policy=policy)
|
| 163 |
+
fail_provider = _FailProvider("fail")
|
| 164 |
+
await manager.register_provider("fail", fail_provider)
|
| 165 |
+
await manager.register_provider("success", _SuccessProvider("success"))
|
| 166 |
+
|
| 167 |
+
response = await manager.generate(_make_request())
|
| 168 |
+
assert response.provider == "success"
|
| 169 |
+
|
| 170 |
+
@pytest.mark.asyncio
|
| 171 |
+
async def test_all_providers_fail_raises(self) -> None:
|
| 172 |
+
policy = FallbackPolicy(
|
| 173 |
+
providers=["fail1", "fail2"],
|
| 174 |
+
max_retries_per_provider=0,
|
| 175 |
+
)
|
| 176 |
+
manager = LLMManager(default_provider="fail1", fallback_policy=policy)
|
| 177 |
+
await manager.register_provider("fail1", _FailProvider("fail1"))
|
| 178 |
+
await manager.register_provider("fail2", _FailProvider("fail2"))
|
| 179 |
+
|
| 180 |
+
with pytest.raises(AllProvidersFailedError) as exc_info:
|
| 181 |
+
await manager.generate(_make_request())
|
| 182 |
+
|
| 183 |
+
assert len(exc_info.value.attempts) == 2
|
| 184 |
+
|
| 185 |
+
@pytest.mark.asyncio
|
| 186 |
+
async def test_retry_then_success(self) -> None:
|
| 187 |
+
policy = FallbackPolicy(
|
| 188 |
+
providers=["flaky"],
|
| 189 |
+
max_retries_per_provider=2,
|
| 190 |
+
base_delay_seconds=0.01,
|
| 191 |
+
max_delay_seconds=0.05,
|
| 192 |
+
)
|
| 193 |
+
manager = LLMManager(default_provider="flaky", fallback_policy=policy)
|
| 194 |
+
flaky = _FlakyProvider(fail_count=1, name="flaky")
|
| 195 |
+
await manager.register_provider("flaky", flaky)
|
| 196 |
+
|
| 197 |
+
response = await manager.generate(_make_request())
|
| 198 |
+
assert response.provider == "flaky"
|
| 199 |
+
assert flaky.call_count == 2 # 1 fail + 1 success
|
| 200 |
+
|
| 201 |
+
@pytest.mark.asyncio
|
| 202 |
+
async def test_retry_exhausted_then_fallback(self) -> None:
|
| 203 |
+
policy = FallbackPolicy(
|
| 204 |
+
providers=["flaky", "success"],
|
| 205 |
+
max_retries_per_provider=1,
|
| 206 |
+
base_delay_seconds=0.01,
|
| 207 |
+
max_delay_seconds=0.05,
|
| 208 |
+
)
|
| 209 |
+
manager = LLMManager(default_provider="flaky", fallback_policy=policy)
|
| 210 |
+
flaky = _FlakyProvider(fail_count=3, name="flaky") # Will never succeed within 1 retry
|
| 211 |
+
await manager.register_provider("flaky", flaky)
|
| 212 |
+
await manager.register_provider("success", _SuccessProvider("success"))
|
| 213 |
+
|
| 214 |
+
response = await manager.generate(_make_request())
|
| 215 |
+
assert response.provider == "success"
|
| 216 |
+
|
| 217 |
+
@pytest.mark.asyncio
|
| 218 |
+
async def test_explicit_provider_overrides_default(self) -> None:
|
| 219 |
+
manager = LLMManager(default_provider="p1")
|
| 220 |
+
await manager.register_provider("p1", _SuccessProvider("p1"))
|
| 221 |
+
await manager.register_provider("p2", _SuccessProvider("p2"))
|
| 222 |
+
|
| 223 |
+
response = await manager.generate(_make_request(), provider_name="p2")
|
| 224 |
+
assert response.provider == "p2"
|
| 225 |
+
|
| 226 |
+
|
| 227 |
+
class TestFallbackPolicy:
|
| 228 |
+
def test_default_values(self) -> None:
|
| 229 |
+
policy = FallbackPolicy()
|
| 230 |
+
assert policy.providers == []
|
| 231 |
+
assert policy.max_retries_per_provider == 2
|
| 232 |
+
assert policy.base_delay_seconds == 1.0
|
| 233 |
+
assert policy.max_delay_seconds == 30.0
|
| 234 |
+
|
| 235 |
+
def test_custom_values(self) -> None:
|
| 236 |
+
policy = FallbackPolicy(
|
| 237 |
+
providers=["openai", "claude"],
|
| 238 |
+
max_retries_per_provider=3,
|
| 239 |
+
base_delay_seconds=0.5,
|
| 240 |
+
max_delay_seconds=10.0,
|
| 241 |
+
)
|
| 242 |
+
assert policy.providers == ["openai", "claude"]
|
| 243 |
+
assert policy.max_retries_per_provider == 3
|
| 244 |
+
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