Fas 1a punkt 3+4: worker-härdning (DLQ, larm, multi-instance), AAMOS training export

apps/worker/src/processors/maintenance.ts

@@ -273,7 +273,7 @@ export async function processMemorySync(ctx: WorkerContext): Promise<number> {
   return updates;
 }
 
-/** BUILD_TRAINING_SAMPLE (spec §33): exportera korrigeringar MED samtycke. */
+/** BUILD_TRAINING_SAMPLE (spec §33): exportera korrigeringar MED samtycke till AAMOS. */
 export async function processTrainingExport(ctx: WorkerContext): Promise<number> {
   const corrections = await ctx.db
     .select()
@@ -281,19 +281,48 @@ export async function processTrainingExport(ctx: WorkerContext): Promise<number>
     .where(isNull(schema.aiCorrections.exportedToTraining))
     .limit(100);
 
-  let exported = 0;
-  for (const correction of corrections) {
-    const snapshot = correction.consentSnapshot as Record<string, string>;
-    // Endast korrigeringar där anonymiserad förbättring var beviljad vid tillfället.
-    if (snapshot.anonymized_improvement !== "granted") continue;
-    // Här skulle exporten till AAMOS training-pipeline ske (avidentifierad).
+  const eligible = corrections.filter((c) => {
+    const snapshot = c.consentSnapshot as Record<string, string>;
+    return snapshot.anonymized_improvement === "granted";
+  });
+
+  if (eligible.length === 0) return 0;
+
+  const result = await ctx.aamos.runTask(
+    "EXPORT_TRAINING_SAMPLE",
+    {
+      marketLocale: "sv-SE",
+      samples: eligible.map((c) => ({
+        taskType: c.taskType,
+        aiOutput: c.aiOutput as Record<string, unknown>,
+        userCorrection: c.userCorrection as Record<string, unknown>,
+        modelVersion: c.modelVersion ?? null,
+        promptVersion: c.promptVersion ?? null,
+      })),
+    },
+    {
+      correlationId: `training-export-${Date.now()}`,
+      consentFlags: {
+        personalization: false,
+        anonymizedImprovement: true,
+        imageTraining: false,
+      },
+    },
+  );
+
+  if (result.status !== "ok" || !result.output) {
+    throw new Error(`AAMOS training export failed: ${result.error ?? "unknown"}`);
+  }
+
+  const batchId = result.output.batchId;
+  for (const correction of eligible) {
     await ctx.db
       .update(schema.aiCorrections)
-      .set({ exportedToTraining: new Date() })
+      .set({ exportedToTraining: new Date(), trainingBatchId: batchId })
       .where(eq(schema.aiCorrections.id, correction.id));
-    exported++;
   }
-  return exported;
+
+  return eligible.length;
 }
 
 /** VERIFY_SUBSCRIPTION: flagga prenumerationer som passerat expiry. */