Files
VianoBugAnalysis/tests/test_llm_context_efficiency.py

87 lines
4.2 KiB
Python

import asyncio
import copy
import json
import pytest
from test_entity_resolution import SETTINGS
from test_llm_gateway import http_endpoint, request
from viano_bug_analysis.analysis.entity_resolution import request_for, policy
from viano_bug_analysis.llm import GatewayConfig, LLMError, LLMGateway, ProviderConfig
@pytest.mark.parametrize("effort", [None, "low", "medium", "high"])
def test_reasoning_and_output_limits_reach_transport(http_endpoint, effort):
url, seen, _ = http_endpoint
provider = ProviderConfig(id="test", model="fixture", base_url=url,
reasoning_effort=effort, max_output_tokens=16384)
asyncio.run(LLMGateway(GatewayConfig((provider,))).complete_round(request()))
body = seen[0]["body"]
assert body[provider.token_parameter] == 16384
assert body.get("reasoning_effort") == effort
assert ("reasoning_effort" in body) == (effort is not None)
snapshot = GatewayConfig((provider,)).snapshot()["providers"][0]
assert ("reasoning_effort" in snapshot) == (effort is not None)
@pytest.mark.parametrize("effort", [True, 1024, [], "unlimited"])
def test_invalid_reasoning_configuration(effort):
with pytest.raises(LLMError, match="LLM_CONFIG"):
ProviderConfig(id="test", model="fixture", base_url="http://localhost", reasoning_effort=effort)
@pytest.mark.parametrize("stage", ["plan", "assessment"])
def test_identity_projection_keeps_readable_evidence_and_legacy_requests(stage):
context = {"sources": {
"O0001": {"kind":"observation", "data":{"text":"The switch is missing"}},
"F0001": {"kind":"fact", "data":{"name":"description", "value":"Switch operator"}},
"N0001": {"kind":"entity", "data":{"id":"42"}},
"X0001": {"kind":"unread_reference", "data":{"path":"raw/" + "x" * 10000}},
"F0002": {"kind":"fact_reference", "data":{"path":"raw/fact"}}}}
before = copy.deepcopy(context)
args = dict(plan={"searches":[]}, captures=[], candidates=[]) if stage == "assessment" else {}
old = request_for(stage, context, policy(SETTINGS), protocol_version=2, **args)
new = request_for(stage, context, policy(SETTINGS), protocol_version=3, **args)
old_data = json.loads(old["messages"][1]["content"])
data = json.loads(new["messages"][1]["content"])
assert old_data["context"] == context == before
assert set(data["context"]["sources"]) == {"O0001", "F0001", "N0001"}
for key, value in data["context"]["sources"].items():
assert value == context["sources"][key]
assert len(new["messages"][1]["content"]) < len(old["messages"][1]["content"]) / 2
assert data["output_schema"] == new["output_schema"]
@pytest.mark.parametrize("version,expected", [
("entity_resolution_plan_v1", "low"),
("entity_resolution_assessment_v3", "low"),
("case_interpretation_resolved_v3", "medium"),
("hypothesis_generation_v1", "medium"),
("investigation_v1", "medium"),
("entity_resolution_assessment_v3_suffix", "medium"),
])
def test_identity_override_is_scoped_at_http_transport(http_endpoint, version, expected):
url, seen, _ = http_endpoint
provider = ProviderConfig(id="test", model="fixture", base_url=url,
reasoning_effort="medium", entity_resolution_reasoning_effort="low", max_output_tokens=16384)
config = GatewayConfig((provider,))
query = request()
query['prompt_version'] = version
asyncio.run(LLMGateway(config).complete_round(query))
assert seen[0]['body']['reasoning_effort'] == expected
assert seen[0]['body'][provider.token_parameter] == 16384
assert provider.reasoning_effort == "medium"
assert config.snapshot()['providers'][0]['entity_resolution_reasoning_effort'] == "low"
@pytest.mark.parametrize("effort", [True, 8192, [], "unlimited"])
def test_invalid_identity_reasoning_override(effort):
with pytest.raises(LLMError, match="LLM_CONFIG"):
ProviderConfig(id="test", model="fixture", base_url="http://localhost",
entity_resolution_reasoning_effort=effort)
def test_omitted_identity_override_preserves_previous_snapshot():
provider = ProviderConfig(id="test", model="fixture", base_url="http://localhost", reasoning_effort="medium")
assert 'entity_resolution_reasoning_effort' not in GatewayConfig((provider,)).snapshot()['providers'][0]