feat(concept): heuristic concept compiler (ACR fold-in)
Promotes recurring validated failure->fix patterns into L3 as retrieval-on-demand concepts. Deterministic core: ConceptCompilerProjection clusters RetryAttempted->StageCompleted pairs by fingerprint (gate-agnostic), promotes at N=3 cross-session validated fixes, never-contradicted. ConceptPromotedEvent is the sole authoritative write (idempotent under replay); ConceptCompilerService appends it + best-effort injects to L3 (non-authoritative, inv #6). Wired live in ServerModule.start() on StageCompleted. Design: docs/plans/2026-07-12-acr-concept-compiler.md Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01DhFXmKe4WisSSPf9LrmmTg
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package com.correx.core.kernel.concept
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import com.correx.core.events.events.ConceptPromotedEvent
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import com.correx.core.events.events.RetryAttemptedEvent
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import com.correx.core.events.events.StageCompletedEvent
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import com.correx.core.events.events.StageFailedEvent
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import com.correx.core.events.events.StoredEvent
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import com.correx.core.events.events.WorkflowFailedEvent
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import com.correx.core.sessions.projections.Projection
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/** Default validated-fix count a fingerprint must reach before promotion (design §"Promotion rule"). */
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const val DEFAULT_PROMOTION_THRESHOLD = 3
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/** A recurring failure signature and its resolution tally, keyed by [RetryAttemptedEvent.fingerprint]. */
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data class ConceptCluster(
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val fingerprint: String,
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val gate: String,
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// First line of the recurring failure reason — the retrieval-friendly signature.
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val signature: String,
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// Count of times a stage retrying this fingerprint went on to complete = validated failure→fix.
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val validatedFixes: Int = 0,
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// Any StageFailed / WorkflowFailed observed while this fingerprint was open: the fix did NOT hold.
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val contradicted: Boolean = false,
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)
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/** A fingerprint currently being fought by a stage — resolved by the next StageCompleted/Failed. */
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data class OpenFailure(val fingerprint: String, val gate: String, val signature: String)
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data class ConceptCompilerState(
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val clusters: Map<String, ConceptCluster> = emptyMap(),
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// fingerprints already emitted as ConceptPromotedEvent — folded back so replay never re-promotes.
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val promoted: Set<String> = emptySet(),
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// Per-stage open failure the stage is retrying; keyed by "sessionId/stageId" so concurrent sessions
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// in one cross-session fold don't collide.
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val open: Map<String, OpenFailure> = emptyMap(),
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) {
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/**
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* Clusters that have earned promotion but haven't been emitted yet: validated ≥ [threshold], never
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* contradicted, not already promoted. Pure — the caller (a service) appends the ConceptPromotedEvent.
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*/
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fun promotable(threshold: Int = DEFAULT_PROMOTION_THRESHOLD): List<ConceptCluster> =
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clusters.values.filter {
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it.fingerprint !in promoted && !it.contradicted && it.validatedFixes >= threshold
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}
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}
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/**
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* Read-only projection over the event log that clusters validated failure→fix pairs by
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* [RetryAttemptedEvent.fingerprint] (gate-agnostic — contract/review/plan-compile/lint/static all
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* flow through the same retry event) and tracks which fingerprints are promotable. Fed the full
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* cross-session stream by its driver; the fold is deterministic and replayable (invariant #8).
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*
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* Signal: a stage emits RetryAttemptedEvent(fingerprint=fp) then StageCompleted ⇒ fp was validated-fixed.
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* A StageFailed/WorkflowFailed while fp is still open ⇒ the fix didn't hold (contradiction).
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*/
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class ConceptCompilerProjection : Projection<ConceptCompilerState> {
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override fun initial() = ConceptCompilerState()
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override fun apply(state: ConceptCompilerState, event: StoredEvent): ConceptCompilerState =
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when (val p = event.payload) {
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is RetryAttemptedEvent -> {
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val key = "${p.sessionId.value}/${p.stageId.value}"
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val sig = p.failureReason.lineSequence().firstOrNull()?.take(SIGNATURE_MAX)?.trim().orEmpty()
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state.copy(open = state.open + (key to OpenFailure(p.fingerprint, p.gate, sig)))
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}
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is StageCompletedEvent -> resolve(state, "${p.sessionId.value}/${p.stageId.value}", fixed = true)
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is StageFailedEvent -> resolve(state, "${p.sessionId.value}/${p.stageId.value}", fixed = false)
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is WorkflowFailedEvent -> failAllInSession(state, p.sessionId.value)
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is ConceptPromotedEvent -> state.copy(promoted = state.promoted + p.fingerprint)
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else -> state
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}
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private fun resolve(state: ConceptCompilerState, key: String, fixed: Boolean): ConceptCompilerState {
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val failure = state.open[key] ?: return state
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val existing = state.clusters[failure.fingerprint]
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?: ConceptCluster(failure.fingerprint, failure.gate, failure.signature)
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val updated = if (fixed) {
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existing.copy(validatedFixes = existing.validatedFixes + 1)
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} else {
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existing.copy(contradicted = true)
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}
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return state.copy(
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clusters = state.clusters + (failure.fingerprint to updated),
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open = state.open - key,
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)
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}
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// A workflow that failed terminally contradicts every fingerprint still open in that session.
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private fun failAllInSession(state: ConceptCompilerState, sessionId: String): ConceptCompilerState {
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val prefix = "$sessionId/"
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var acc = state
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state.open.keys.filter { it.startsWith(prefix) }.forEach { acc = resolve(acc, it, fixed = false) }
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return acc
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}
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private companion object {
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const val SIGNATURE_MAX = 200
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}
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}
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package com.correx.core.kernel.concept
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import com.correx.core.events.events.ConceptPromotedEvent
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import com.correx.core.events.events.EventMetadata
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import com.correx.core.events.events.EventPayload
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import com.correx.core.events.events.RetryAttemptedEvent
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import com.correx.core.events.events.StageCompletedEvent
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import com.correx.core.events.events.StageFailedEvent
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import com.correx.core.events.events.StoredEvent
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import com.correx.core.events.events.WorkflowFailedEvent
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import com.correx.core.events.types.EventId
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import com.correx.core.events.types.SessionId
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import com.correx.core.events.types.StageId
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import com.correx.core.events.types.TransitionId
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import kotlinx.datetime.Instant
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import org.junit.jupiter.api.Assertions.assertEquals
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import org.junit.jupiter.api.Assertions.assertTrue
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import org.junit.jupiter.api.Test
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class ConceptCompilerProjectionTest {
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private val projection = ConceptCompilerProjection()
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private var seq = 0L
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private fun stored(payload: EventPayload, session: String = "s1") = StoredEvent(
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metadata = EventMetadata(
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eventId = EventId("e${seq++}"),
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sessionId = SessionId(session),
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timestamp = Instant.parse("2026-01-01T00:00:00Z"),
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schemaVersion = 1,
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causationId = null,
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correlationId = null,
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),
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sequence = seq,
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sessionSequence = seq,
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payload = payload,
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)
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private fun retry(fp: String, stage: String = "impl", session: String = "s1", reason: String = "boom\ndetail") =
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stored(
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RetryAttemptedEvent(
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sessionId = SessionId(session),
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stageId = StageId(stage),
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attemptNumber = 1,
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maxAttempts = 3,
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failureReason = reason,
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gate = "lint",
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fingerprint = fp,
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),
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session,
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)
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private fun completed(stage: String = "impl", session: String = "s1") =
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stored(StageCompletedEvent(SessionId(session), StageId(stage), TransitionId("t")), session)
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private fun failed(stage: String = "impl", session: String = "s1") =
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stored(StageFailedEvent(SessionId(session), StageId(stage), TransitionId("t"), "x"), session)
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private fun fold(events: List<StoredEvent>) =
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events.fold(projection.initial(), projection::apply)
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@Test
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fun `retry then StageCompleted counts one validated fix`() {
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val state = fold(listOf(retry("fp1"), completed()))
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assertEquals(1, state.clusters["fp1"]?.validatedFixes)
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assertTrue(state.promotable().isEmpty())
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}
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@Test
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fun `three cross-session validated fixes cross the threshold`() {
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val state = fold(
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listOf(
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retry("fp1", session = "sa"), completed(session = "sa"),
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retry("fp1", session = "sb"), completed(session = "sb"),
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retry("fp1", session = "sc"), completed(session = "sc"),
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),
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)
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assertEquals(3, state.clusters["fp1"]?.validatedFixes)
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assertEquals(listOf("fp1"), state.promotable().map { it.fingerprint })
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}
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@Test
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fun `StageFailed while fingerprint open contradicts the cluster`() {
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val state = fold(
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listOf(
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retry("fp1", session = "sa"), completed(session = "sa"),
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retry("fp1", session = "sb"), completed(session = "sb"),
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retry("fp1", session = "sc"), failed(session = "sc"),
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),
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)
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assertTrue(state.clusters["fp1"]!!.contradicted)
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assertTrue(state.promotable().isEmpty())
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}
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@Test
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fun `WorkflowFailed contradicts every open fingerprint in that session`() {
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val state = fold(
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listOf(
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retry("fp1", stage = "a", session = "sa"),
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retry("fp2", stage = "b", session = "sa"),
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stored(WorkflowFailedEvent(SessionId("sa"), StageId("a"), "dead", true), "sa"),
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),
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)
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assertTrue(state.clusters["fp1"]!!.contradicted)
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assertTrue(state.clusters["fp2"]!!.contradicted)
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}
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@Test
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fun `promotion is idempotent - a promoted fingerprint is not promotable again`() {
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val base = listOf(
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retry("fp1", session = "sa"), completed(session = "sa"),
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retry("fp1", session = "sb"), completed(session = "sb"),
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retry("fp1", session = "sc"), completed(session = "sc"),
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)
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val promoted = base + stored(ConceptPromotedEvent(SessionId("sc"), "fp1", "lint", "concept", 3))
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assertTrue(fold(promoted).promotable().isEmpty())
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}
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@Test
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fun `signature is the first line of the failure reason`() {
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val state = fold(listOf(retry("fp1", reason = "detekt: MagicNumber\ntrace..."), completed()))
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assertEquals("detekt: MagicNumber", state.clusters["fp1"]?.signature)
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}
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}
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