fix(inference): tolerate a briefly-absent provider instead of killing the session (#299)

A transient provider connection drop (e.g. OOM-killed llama.cpp mid-request)
collapsed into a hard NoEligibleProviderException that escaped runInference's
try/catch (the route() call sat outside it), propagated past the stage retry
loop, and landed in ServerModule's session-level catch — failing the WHOLE
session even though the failure was retryable and the provider recovered
seconds later.

- SessionOrchestrator.runInference: wrap router.route() in try/catch so
  routing failures become InferenceResult.Failed and flow through the normal
  retryable/backoff/exhaustion machinery instead of escaping.
- DefaultInferenceRouter.route: distinguish "capability never configured on
  any provider" (fail fast, waiting can't help) from "configured but
  currently unhealthy" (bounded wait/backoff — default 3 attempts x 2s —
  re-checking health before declaring NoEligibleProvider terminal).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01GeyGFXczJb8RUWGBKmkm6G
This commit is contained in:
kami
2026-07-21 01:57:04 +04:00
parent d69cb12ce9
commit c5289420a1
4 changed files with 137 additions and 2 deletions
@@ -2,6 +2,7 @@ package com.correx.core.inference
import com.correx.core.events.types.ProviderId
import com.correx.core.events.types.StageId
import kotlinx.coroutines.delay
import kotlinx.coroutines.sync.Mutex
import kotlinx.coroutines.sync.withLock
import kotlin.time.Duration
@@ -21,6 +22,12 @@ class DefaultInferenceRouter(
private val strategy: RoutingStrategy,
private val cacheTtl: Duration = 5.seconds,
private val timeSource: TimeSource = TimeSource.Monotonic,
// A provider that briefly drops (crash + qa-stack restart) shouldn't collapse into a hard
// NoEligibleProvider abort — give it bounded time to come back before giving up. This only
// applies when the capability IS configured on some provider but that provider is currently
// unhealthy; a capability nobody ever declared fails immediately (see routeCapabilityCandidates).
private val unavailableRetryAttempts: Int = 3,
private val unavailableRetryDelay: Duration = 2.seconds,
) : InferenceRouter {
private val cache = mutableMapOf<ProviderId, HealthEntry>()
@@ -45,12 +52,39 @@ class DefaultInferenceRouter(
}
}
private suspend fun refreshedHealth(provider: InferenceProvider): ProviderHealth =
lockFor(provider.id).withLock {
val fresh = provider.healthCheck()
mapMutex.withLock { cache[provider.id] = HealthEntry(fresh, timeSource.markNow()) }
fresh
}
override suspend fun route(stageId: StageId, requiredCapabilities: Set<ModelCapability>): InferenceProvider {
val candidates = requiredCapabilities
.flatMap { registry.resolve(it) }
.distinctBy { it.id }
.ifEmpty { registry.listAll() }
val healthy = candidates.filter { cachedHealth(it) !is ProviderHealth.Unavailable }
// Nobody was ever configured with this capability set — no amount of waiting fixes that,
// fail fast instead of burning the bounded-wait budget below.
if (requiredCapabilities.isNotEmpty() &&
candidates.none { it.capabilities().map { c -> c.capability }.toSet().containsAll(requiredCapabilities) }
) {
throw NoEligibleProviderException(stageId, requiredCapabilities)
}
var healthy = candidates.filter { cachedHealth(it) !is ProviderHealth.Unavailable }
var attempt = 0
while (healthy.isEmpty() && attempt < unavailableRetryAttempts) {
attempt++
log.warn(
"route: capability {} configured but all candidates unhealthy for stage={}" +
" — waiting {} (attempt {}/{}) before declaring NoEligibleProvider",
requiredCapabilities, stageId.value, unavailableRetryDelay, attempt, unavailableRetryAttempts,
)
delay(unavailableRetryDelay)
healthy = candidates.filter { refreshedHealth(it) !is ProviderHealth.Unavailable }
}
val selected = strategy.select(healthy, requiredCapabilities)
// Post-selection re-check closes the TOCTOU window between initial filter and dispatch.
when (val postHealth = selected.healthCheck()) {
@@ -300,7 +300,15 @@ abstract class SessionOrchestrator(
// ToolCalling score and routes the stage to the best tool-caller.
val requiredCapabilities = stageConfig.requiredCapabilities +
if (withTools && stageConfig.allowedTools.isNotEmpty()) setOf(ModelCapability.ToolCalling) else emptySet()
val provider = inferenceRouter.route(stageId, requiredCapabilities, stageConfig.modelId)
// Routing itself can fail transiently (provider mid-crash-recovery) — it must be retryable
// like any other inference failure, not escape and kill the whole session (see #299).
val provider = try {
inferenceRouter.route(stageId, requiredCapabilities, stageConfig.modelId)
} catch (e: CancellationException) {
throw e
} catch (e: Exception) {
return InferenceResult.Failed(e.message ?: "routing failed")
}
log.debug(
"[Orchestrator] inference session={} stage={} provider={} timeoutMs={}",
sessionId.value, stageId.value, provider.id.value, timeoutMs,
@@ -13,8 +13,10 @@ import com.correx.core.inference.RoutingStrategy
import com.correx.testing.fixtures.inference.MockInferenceProvider
import kotlinx.coroutines.runBlocking
import org.junit.jupiter.api.Assertions.assertSame
import org.junit.jupiter.api.Assertions.assertTrue
import org.junit.jupiter.api.Test
import org.junit.jupiter.api.assertThrows
import kotlin.time.Duration.Companion.milliseconds
class DefaultInferenceRouterTest {
@@ -157,4 +159,58 @@ class DefaultInferenceRouterTest {
val result = router.route(stage, setOf(ModelCapability.General), "llama-cpp:sick")
assertSame(healthy, result)
}
// ── bounded wait for a briefly-absent provider (#299) ─────────────────────
@Test
fun `waits for the sole capable provider to recover instead of failing immediately`(): Unit = runBlocking {
var healthChecks = 0
val recovering = object : InferenceProvider by provider("a", ModelCapability.ToolCalling) {
override suspend fun healthCheck(): ProviderHealth {
healthChecks++
return if (healthChecks < 3) ProviderHealth.Unavailable("connection dropped") else ProviderHealth.Healthy
}
}
val router = DefaultInferenceRouter(
registryOf(recovering),
firstStrategy(),
unavailableRetryAttempts = 5,
unavailableRetryDelay = 5.milliseconds,
)
val result = router.route(stage, setOf(ModelCapability.ToolCalling))
assertSame(recovering, result)
assertTrue(healthChecks >= 3) { "expected at least 3 health checks, got $healthChecks" }
}
@Test
fun `still throws NoEligibleProviderException if the sole provider never recovers within the bound`() {
val neverRecovers = MockInferenceProvider(
id = ProviderId("a"),
declaredCapabilities = setOf(CapabilityScore(ModelCapability.ToolCalling, 1.0)),
health = ProviderHealth.Unavailable("still down"),
)
val router = DefaultInferenceRouter(
registryOf(neverRecovers),
throwingStrategy(),
unavailableRetryAttempts = 2,
unavailableRetryDelay = 5.milliseconds,
)
assertThrows<NoEligibleProviderException> {
runBlocking { router.route(stage, setOf(ModelCapability.ToolCalling)) }
}
}
@Test
fun `fails fast without waiting when the capability was never configured on any provider`(): Unit = runBlocking {
val p = provider("a", ModelCapability.General) // does not declare ToolCalling
val router = DefaultInferenceRouter(
registryOf(p),
throwingStrategy(),
unavailableRetryAttempts = 5,
unavailableRetryDelay = 10_000.milliseconds, // would time the test out if the wait loop ran
)
assertThrows<NoEligibleProviderException> {
router.route(stage, setOf(ModelCapability.ToolCalling))
}
}
}
@@ -46,6 +46,7 @@ import com.correx.core.inference.InferenceResponse
import com.correx.core.inference.InferenceRouter
import com.correx.core.inference.InferenceState
import com.correx.core.inference.ModelCapability
import com.correx.core.inference.NoEligibleProviderException
import com.correx.core.inference.ProviderHealth
import com.correx.core.inference.Token
import com.correx.core.inference.TokenUsage
@@ -216,6 +217,42 @@ class SessionOrchestratorIntegrationTest {
assertTrue(failed.retryExhausted)
}
@Test
fun `transient NoEligibleProviderException on a retry is tolerated, not a session-killing crash (#299)`(): Unit =
runBlocking {
val sessionId = SessionId("s2b")
val config = OrchestrationConfig(
retryPolicy = RetryPolicy(maxAttempts = 3, backoffMs = 0),
)
val graph = threeStageGraph()
var routeCalls = 0
val recoveringOrchestrator = DefaultSessionOrchestrator(
repositories = repositories,
engines = engines.copy(
inferenceRouter = object : InferenceRouter {
override suspend fun route(stageId: StageId, requiredCapabilities: Set<ModelCapability>): InferenceProvider {
routeCalls++
// First attempt hits the provider mid-crash — subsequent retries find it back.
if (routeCalls == 1) throw NoEligibleProviderException(stageId, requiredCapabilities)
return MockInferenceProvider()
}
},
),
retryCoordinator = retryCoordinator,
artifactStore = artifactStore,
decisionJournalRepository = decisionJournalRepository,
)
recoveringOrchestrator.run(sessionId, graph, config)
val events = eventStore.read(sessionId)
// A crash would have skipped straight to an unhandled failure with no WorkflowCompletedEvent
// and no orderly retry — assert the session survived and made it through via the retry path.
assertTrue(routeCalls > 1) { "expected routing to be retried, only called $routeCalls time(s)" }
assertNotNull(events.find { it.payload is WorkflowCompletedEvent })
assertTrue(events.none { it.payload is WorkflowFailedEvent })
}
@Test
fun `stage that matches no transition retries through the budget before failing`(): Unit = runBlocking {
val sessionId = SessionId("s-no-transition-retry")