Agent/tests/test_candidate_quality.py

import json
import tempfile
import unittest
from unittest.mock import patch

from cyber_agent.application import (
    AgentApplication,
    AgentRole,
    ApplicationRegistry,
    ApplicationRuntime,
    ApplicationServices,
    ProviderRef,
    QualityRuleSpec,
)
from cyber_agent.application.candidate import CandidateLedger
from cyber_agent.application.quality import QualityCheckOutcome
from cyber_agent.core.artifacts import (
    ArtifactRef,
    ValidationMaterial,
    material_content_hash,
)
from cyber_agent.tools.registry import ToolRegistry
from cyber_agent.trace.store import FileSystemTraceStore


class CandidateRepository:
    def __init__(self):
        self.requests = {}

    async def put_version(self, request):
        self.requests.setdefault(request.operation_id, request)
        saved = self.requests[request.operation_id]
        return ArtifactRef(
            artifact_id=f"candidate:{saved.candidate_id}:{saved.revision}",
            version=str(saved.revision),
            content_hash=material_content_hash(saved.content),
            kind="candidate.output",
            mime_type="application/json",
        )

    async def merge(self, request):
        return await self.put_version(request)

    async def load_version(self, candidate_ref):
        return next(
            item.content for item in self.requests.values()
            if item.candidate_id == candidate_ref.candidate_id
            and item.revision == candidate_ref.revision
        )

    async def resolve(self, ref, root_trace_id, uid):
        request = next(
            item for item in self.requests.values()
            if ref.artifact_id == f"candidate:{item.candidate_id}:{item.revision}"
        )
        return ValidationMaterial(
            **ref.model_dump(mode="json"),
            root_trace_id=root_trace_id,
            uid=uid,
            content=request.content,
        )

    async def commit_adoption(self, request):
        raise NotImplementedError


class QualityProvider:
    def __init__(self):
        self.mode = "normal"
        self.calls = 0

    async def check(self, request):
        self.calls += 1
        outcomes = []
        for rule in request.rules:
            failed = "{{placeholder}}" in request.material.content["text"]
            outcomes.append(QualityCheckOutcome(
                rule_id=rule.rule_id,
                rule_version=rule.version,
                status="failed" if failed else "passed",
                issue="placeholder remains" if failed else None,
            ))
        if self.mode == "missing":
            return []
        if self.mode == "extra":
            outcomes.append(QualityCheckOutcome(
                rule_id="unexpected",
                rule_version="1",
                status="passed",
            ))
        if self.mode == "error":
            raise RuntimeError("provider unavailable")
        return outcomes


class CandidateQualityTest(unittest.IsolatedAsyncioTestCase):
    async def asyncSetUp(self):
        self.temp = tempfile.TemporaryDirectory()
        self.store = FileSystemTraceStore(self.temp.name)
        self.repository = CandidateRepository()
        self.quality = QualityProvider()
        application = AgentApplication(
            application_id="quality.reference",
            application_version="1",
            root_role="writer",
            roles=(AgentRole(
                role_id="writer",
                model="validator-model",
                system_prompt="write",
            ),),
            artifact_resolver_ref=ProviderRef(
                provider_id="artifacts",
                provider_version="1",
            ),
            candidate_repository_ref=ProviderRef(
                provider_id="candidates",
                provider_version="1",
            ),
            quality_provider_ref=ProviderRef(
                provider_id="quality",
                provider_version="1",
            ),
            quality_rules=(QualityRuleSpec(
                rule_id="no_placeholder",
                version="1",
                criterion="Candidate contains no placeholder text",
            ),),
        )
        registry = ApplicationRegistry()
        self.binding = registry.register(
            application,
            ApplicationServices(
                tool_registry=ToolRegistry(),
                artifact_resolver=self.repository,
                candidate_repository=self.repository,
                quality_provider=self.quality,
            ),
        )
        self.llm_calls = 0

        async def llm_call(**kwargs):
            self.llm_calls += 1
            packet = json.loads(kwargs["messages"][-1]["content"])
            scope = packet["validation_scope"]
            return {
                "content": json.dumps({
                    "scope": scope,
                    "outcome": "passed",
                    "checks": [
                        {
                            "check_id": item["check_id"],
                            "status": "passed",
                            "evidence_refs": [],
                            "issue": None,
                        }
                        for item in packet["validation_plan"]["checks"]
                    ],
                    "reason": "candidate output is complete",
                    "retry_from": None,
                }),
                "tool_calls": [],
            }

        runtime = ApplicationRuntime(
            registry=registry,
            trace_store=self.store,
            llm_call=llm_call,
        )
        self.runner, config = runtime.new_run(
            "quality.reference",
            "1",
            uid="user-1",
            root_task_anchor={
                "objective": "write",
                "completion_criteria": ["complete"],
                "constraints": [],
            },
        )
        with patch.dict("os.environ", {"AGENT_MODE": "recursive"}, clear=False):
            self.trace, _goal, _sequence = await self.runner._prepare_new_trace(
                [{"role": "user", "content": "start"}],
                config,
            )

    async def asyncTearDown(self):
        self.temp.cleanup()

    async def _candidate(self, text, sequence):
        return await self.runner.candidate_service.manage(
            self.trace.trace_id,
            operation="create",
            content={"text": text},
            parent_refs=[],
            effective_at_sequence=sequence,
        )

    async def test_deterministic_and_llm_checks_are_separate_and_cached(self):
        candidate = await self._candidate("finished", 2)
        first = await self.runner.validate_recursive_trace(
            self.trace.trace_id,
            candidate_ref=candidate,
        )
        checks = first.result.scope_results[0].checks
        self.assertEqual("passed", first.result.outcome)
        self.assertIn("quality.no_placeholder", [item.check_id for item in checks])
        self.assertTrue(any(item.check_id.startswith("output.policy") for item in checks))
        self.assertEqual(1, self.quality.calls)
        self.assertEqual(1, self.llm_calls)

        second = await self.runner.validate_recursive_trace(
            self.trace.trace_id,
            candidate_ref=candidate,
        )
        self.assertTrue(second.cached)
        self.assertEqual(1, self.quality.calls)
        self.assertEqual(1, self.llm_calls)
        ledger = CandidateLedger.model_validate(
            await self.store.get_candidate_ledger(self.trace.trace_id)
        )
        self.assertEqual(1, len(ledger.validations))

    async def test_failed_candidate_does_not_call_llm_or_pollute_peer(self):
        good = await self._candidate("finished", 2)
        bad = await self._candidate("{{placeholder}}", 3)
        good_run = await self.runner.validate_recursive_trace(
            self.trace.trace_id,
            candidate_ref=good,
        )
        bad_run = await self.runner.validate_recursive_trace(
            self.trace.trace_id,
            candidate_ref=bad,
        )
        self.assertEqual("passed", good_run.result.outcome)
        self.assertEqual("failed", bad_run.result.outcome)
        self.assertEqual(1, self.llm_calls)
        ledger = CandidateLedger.model_validate(
            await self.store.get_candidate_ledger(self.trace.trace_id)
        )
        self.assertEqual(2, len(ledger.validations))

    async def test_provider_shape_and_exception_fail_closed_with_complete_plan(self):
        for index, mode in enumerate(("missing", "extra", "error"), start=2):
            with self.subTest(mode=mode):
                self.quality.mode = mode
                candidate = await self._candidate(f"finished-{mode}", index)
                run = await self.runner.validate_recursive_trace(
                    self.trace.trace_id,
                    candidate_ref=candidate,
                )
                result = run.result.scope_results[0]
                self.assertEqual("error", result.outcome)
                self.assertEqual(
                    {
                        item.check_id
                        for item in result.checks
                    },
                    {
                        "quality.no_placeholder",
                        *{
                            item.check_id for item in result.checks
                            if item.check_id.startswith("output.policy")
                        },
                    },
                )
                self.assertTrue(all(
                    item.status == "unknown" for item in result.checks
                ))
        self.assertEqual(0, self.llm_calls)