refactor: unify data preparations and research input snapshots

2026-09-12 01:24:02 +08:00
parent 849f86fef7
commit 394438e753
82 changed files with 4146 additions and 2076 deletions
@@ -476,9 +476,9 @@ class ResearchRuntime:
            step = await db.get(ResearchStepRun, step_id)
            if not step or step.status != "running":
                return
-            if isinstance(result, FeatureSpec) and set(result.input_ids) != set(
+            if isinstance(result, FeatureSpec) and (result.preparation_refs or set(result.input_ids) != set(
                [i["id"] for i in step.output["context"]["inputs"]]
-            ):
+            )):
                raise HTTPException(422, "模型不能改变已固定的输入范围")
            # A paused/stopped run may collect this already-issued model output, but cannot advance.
            asset = await Assets(db).save(