完成mix，liquid_hight，touch_tip，delay等参数的传递

unilabos/devices/liquid_handling/liquid_handler_abstract.py

@@ -9,6 +9,7 @@ from typing import List, Sequence, Optional, Literal, Union, Iterator, Dict, Any
 from pylabrobot.liquid_handling import LiquidHandler, LiquidHandlerBackend, LiquidHandlerChatterboxBackend, Strictness
 from pylabrobot.liquid_handling.liquid_handler import TipPresenceProbingMethod
 from pylabrobot.liquid_handling.standard import GripDirection
+from pylabrobot.resources.errors import TooLittleLiquidError, TooLittleVolumeError
 from pylabrobot.resources import (
     Resource,
     TipRack,
@@ -211,10 +212,37 @@ class LiquidHandlerMiddleware(LiquidHandler):
     ):
         if spread == "":
             spread = "wide"
+
+        def _safe_aspirate_volumes(_resources: Sequence[Container], _vols: List[float]) -> List[float]:
+            """将 aspirate 体积裁剪到源容器当前液量范围内，避免 volume tracker 报错。"""
+            safe: List[float] = []
+            for res, vol in zip(_resources, _vols):
+                req = max(float(vol), 0.0)
+                used_volume = None
+                try:
+                    tracker = getattr(res, "tracker", None)
+                    if bool(getattr(tracker, "is_disabled", False)):
+                        # tracker 关闭时（例如预吸空气），不按液体体积裁剪
+                        safe.append(req)
+                        continue
+                    get_used = getattr(tracker, "get_used_volume", None)
+                    if callable(get_used):
+                        used_volume = get_used()
+                except Exception:
+                    used_volume = None
+
+                if isinstance(used_volume, (int, float)):
+                    req = min(req, max(float(used_volume), 0.0))
+                safe.append(req)
+            return safe
+
+        actual_vols = _safe_aspirate_volumes(resources, vols)
+        if actual_vols != vols and hasattr(self, "_ros_node") and self._ros_node is not None:
+            self._ros_node.lab_logger().warning(f"[aspirate] volume adjusted, requested_vols={vols}, actual_vols={actual_vols}")
         if self._simulator:
             return await self._simulate_handler.aspirate(
                 resources,
-                vols,
+                actual_vols,
                 use_channels,
                 flow_rates,
                 offsets,
@@ -226,7 +254,7 @@ class LiquidHandlerMiddleware(LiquidHandler):
         try:
             await super().aspirate(
                 resources,
-                vols,
+                actual_vols,
                 use_channels,
                 flow_rates,
                 offsets,
@@ -239,7 +267,7 @@ class LiquidHandlerMiddleware(LiquidHandler):
             if "Resource is too small to space channels" in str(e) and spread != "custom":
                 await super().aspirate(
                     resources,
-                    vols,
+                    actual_vols,
                     use_channels,
                     flow_rates,
                     offsets,
@@ -250,6 +278,24 @@ class LiquidHandlerMiddleware(LiquidHandler):
                 )
             else:
                 raise
+        except TooLittleLiquidError:
+            # 再兜底一次：按实时可用液量重算后重试，避免状态更新竞争导致的瞬时不足
+            retry_vols = _safe_aspirate_volumes(resources, actual_vols)
+            if any(v > 0 for v in retry_vols):
+                await super().aspirate(
+                    resources,
+                    retry_vols,
+                    use_channels,
+                    flow_rates,
+                    offsets,
+                    liquid_height,
+                    blow_out_air_volume,
+                    spread,
+                    **backend_kwargs,
+                )
+                actual_vols = retry_vols
+            else:
+                actual_vols = retry_vols
 
         res_samples = []
         res_volumes = []
@@ -260,7 +306,7 @@ class LiquidHandlerMiddleware(LiquidHandler):
         else:
             channels_to_use = use_channels
 
-        for resource, volume, channel in zip(resources, vols, channels_to_use):
+        for resource, volume, channel in zip(resources, actual_vols, channels_to_use):
             sample_uuid_value = getattr(resource, "unilabos_extra", {}).get(EXTRA_SAMPLE_UUID, None)
             res_samples.append({"name": resource.name, "sample_uuid": sample_uuid_value})
             res_volumes.append(volume)
@@ -284,10 +330,32 @@ class LiquidHandlerMiddleware(LiquidHandler):
     ) -> SimpleReturn:
         if spread == "":
             spread = "wide"
+
+        def _safe_dispense_volumes(_resources: Sequence[Container], _vols: List[float]) -> List[float]:
+            """将 dispense 体积裁剪到目标容器可用体积范围内，避免 volume tracker 报错。"""
+            safe: List[float] = []
+            for res, vol in zip(_resources, _vols):
+                req = max(float(vol), 0.0)
+                free_volume = None
+                try:
+                    tracker = getattr(res, "tracker", None)
+                    get_free = getattr(tracker, "get_free_volume", None)
+                    if callable(get_free):
+                        free_volume = get_free()
+                except Exception:
+                    free_volume = None
+
+                if isinstance(free_volume, (int, float)):
+                    req = min(req, max(float(free_volume), 0.0))
+                safe.append(req)
+            return safe
+
+        actual_vols = _safe_dispense_volumes(resources, vols)
+
         if self._simulator:
             return await self._simulate_handler.dispense(
                 resources,
-                vols,
+                actual_vols,
                 use_channels,
                 flow_rates,
                 offsets,
@@ -299,7 +367,7 @@ class LiquidHandlerMiddleware(LiquidHandler):
         try:
             await super().dispense(
                 resources,
-                vols,
+                actual_vols,
                 use_channels,
                 flow_rates,
                 offsets,
@@ -312,7 +380,7 @@ class LiquidHandlerMiddleware(LiquidHandler):
             if "Resource is too small to space channels" in str(e) and spread != "custom":
                 await super().dispense(
                     resources,
-                    vols,
+                    actual_vols,
                     use_channels,
                     flow_rates,
                     offsets,
@@ -323,9 +391,31 @@ class LiquidHandlerMiddleware(LiquidHandler):
                 )
             else:
                 raise
+        except TooLittleVolumeError:
+            # 再兜底一次：按实时 free volume 重新裁剪后重试，避免并发状态更新导致的瞬时超量
+            retry_vols = _safe_dispense_volumes(resources, actual_vols)
+            if any(v > 0 for v in retry_vols):
+                await super().dispense(
+                    resources,
+                    retry_vols,
+                    use_channels,
+                    flow_rates,
+                    offsets,
+                    liquid_height,
+                    blow_out_air_volume,
+                    spread,
+                    **backend_kwargs,
+                )
+                actual_vols = retry_vols
+            else:
+                actual_vols = retry_vols
         res_samples = []
         res_volumes = []
-        for resource, volume, channel in zip(resources, vols, use_channels):
+        if use_channels is None:
+            channels_to_use = [0] * len(resources)
+        else:
+            channels_to_use = use_channels
+        for resource, volume, channel in zip(resources, actual_vols, channels_to_use):
             res_uuid = self.pending_liquids_dict[channel][EXTRA_SAMPLE_UUID]
             self.pending_liquids_dict[channel]["volume"] -= volume
             resource.unilabos_extra[EXTRA_SAMPLE_UUID] = res_uuid
@@ -728,17 +818,43 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
         uuids = [x.get("uuid") or x.get("unilabos_uuid") for _, x in dict_items]
         if any(u is None for u in uuids):
             raise ValueError("dict 格式的资源必须包含 uuid 或 unilabos_uuid 字段")
-        resource_tree = await self._ros_node.get_resource(uuids)
+
-        plr_list = resource_tree.to_plr_resources(requested_uuids=uuids)
+        def _resolve_from_local_by_uuids() -> List[Union[Container, TipRack]]:
-        # 映射到设备本地的 resource_tracker 实例（与 deck 一致）
+            resolved_locals: List[Union[Container, TipRack]] = []
+            missing: List[str] = []
+            for uid in uuids:
+                matches = self._ros_node.resource_tracker.figure_resource({"uuid": uid}, try_mode=True)
+                if matches:
+                    resolved_locals.append(cast(Union[Container, TipRack], matches[0]))
+                else:
+                    missing.append(str(uid))
+            if missing:
+                raise ValueError(
+                    f"远端资源树未返回且本地资源也未命中，缺失 UUID: {missing}"
+                )
+            return resolved_locals
+
+        # 优先走远端资源树查询；若远端为空或 requested_uuids 无法解析，则降级到本地 tracker 按 UUID 解析。
         resolved = []
-        for plr in plr_list:
+        try:
-            local = self._ros_node.resource_tracker.figure_resource(
+            resource_tree = await self._ros_node.get_resource(uuids)
-                {"name": plr.name}, try_mode=False
+            plr_list = resource_tree.to_plr_resources(requested_uuids=uuids)
-            )
+            for uid, plr in zip(uuids, plr_list):
-            if hasattr(plr, "unilabos_extra") and hasattr(local, "unilabos_extra"):
+                local_matches = self._ros_node.resource_tracker.figure_resource({"uuid": uid}, try_mode=True)
-                local.unilabos_extra = getattr(plr, "unilabos_extra", {}).copy()
+                if local_matches:
-            resolved.append(local)
+                    local = cast(Union[Container, TipRack], local_matches[0])
+                else:
+                    local = cast(Union[Container, TipRack], plr)
+                if hasattr(plr, "unilabos_extra") and hasattr(local, "unilabos_extra"):
+                    local.unilabos_extra = getattr(plr, "unilabos_extra", {}).copy()
+                resolved.append(local)
+            if len(resolved) != len(uuids):
+                raise ValueError(
+                    f"远端资源解析数量不匹配: requested={len(uuids)}, resolved={len(resolved)}"
+                )
+        except Exception:
+            resolved = _resolve_from_local_by_uuids()
+
         result = list(items)
         for (idx, _), plr in zip(dict_items, resolved):
             result[idx] = plr
@@ -757,9 +873,18 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
                 wells=ResourceTreeSet.from_plr_resources(wells, known_newly_created=False).dump(), volumes=res_volumes  # type: ignore
             )
 
+        def _clamp_volume(resource: Union[Well, Container], volume: float) -> float:
+            # 防止初始化液量超过容器容量，导致后续 dispense 时 free volume 为负
+            clamped = max(float(volume), 0.0)
+            max_volume = getattr(resource, "max_volume", None)
+            if isinstance(max_volume, (int, float)) and max_volume > 0:
+                clamped = min(clamped, float(max_volume))
+            return clamped
+
         for well, liquid_name, volume in zip(wells, liquid_names, volumes):
-            well.set_liquids([(liquid_name, volume)])  # type: ignore
+            safe_volume = _clamp_volume(well, volume)
-            res_volumes.append(volume)
+            well.set_liquids([(liquid_name, safe_volume)])  # type: ignore
+            res_volumes.append(safe_volume)
 
         return SetLiquidReturn(
             wells=ResourceTreeSet.from_plr_resources(wells, known_newly_created=False).dump(), volumes=res_volumes  # type: ignore
@@ -789,9 +914,18 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
                 volumes=res_volumes,
             )
 
+        def _clamp_volume(resource: Union[Well, Container], volume: float) -> float:
+            # 防止初始化液量超过容器容量，导致后续 dispense 时 free volume 为负
+            clamped = max(float(volume), 0.0)
+            max_volume = getattr(resource, "max_volume", None)
+            if isinstance(max_volume, (int, float)) and max_volume > 0:
+                clamped = min(clamped, float(max_volume))
+            return clamped
+
         for well, liquid_name, volume in zip(wells, liquid_names, volumes):
-            well.set_liquids([(liquid_name, volume)])  # type: ignore
+            safe_volume = _clamp_volume(well, volume)
-            res_volumes.append(volume)
+            well.set_liquids([(liquid_name, safe_volume)])  # type: ignore
+            res_volumes.append(safe_volume)
 
         task = ROS2DeviceNode.run_async_func(self._ros_node.update_resource, True, **{"resources": wells})
         submit_time = time.time()
@@ -1300,11 +1434,21 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
             max_len = max(num_sources, num_targets)
             for i in range(max_len):
 
-                # 辅助函数：安全地从列表中获取元素，如果列表为空则返回None
+                # 辅助函数：
-                def safe_get(lst, idx, default=None):
+                # - wrap=True: 返回 [value]（用于 liquid_height 等列表参数）
+                # - wrap=False: 返回 value（用于 mix_* 标量参数）
+                def safe_get(value, idx, default=None, wrap: bool = True):
+                    if value is None:
+                        return default
                     try:
-                        return [lst[idx]] if lst else default
+                        if isinstance(value, (list, tuple)):
-                    except Exception as e:
+                            if len(value) == 0:
+                                return default
+                            item = value[idx % len(value)]
+                        else:
+                            item = value
+                        return [item] if wrap else item
+                    except Exception:
                         return default
 
                 # 动态构建参数字典，只传递实际提供的参数
@@ -1335,15 +1479,15 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
                 if spread is not None:
                     kwargs['spread'] = spread
                 if mix_stage is not None:
-                    kwargs['mix_stage'] = safe_get(mix_stage, i)
+                    kwargs['mix_stage'] = safe_get(mix_stage, i, wrap=False)
                 if mix_times is not None:
-                    kwargs['mix_times'] = safe_get(mix_times, i)
+                    kwargs['mix_times'] = safe_get(mix_times, i, wrap=False)
                 if mix_vol is not None:
-                    kwargs['mix_vol'] = safe_get(mix_vol, i)
+                    kwargs['mix_vol'] = safe_get(mix_vol, i, wrap=False)
                 if mix_rate is not None:
-                    kwargs['mix_rate'] = safe_get(mix_rate, i)
+                    kwargs['mix_rate'] = safe_get(mix_rate, i, wrap=False)
                 if mix_liquid_height is not None:
-                    kwargs['mix_liquid_height'] = safe_get(mix_liquid_height, i)
+                    kwargs['mix_liquid_height'] = safe_get(mix_liquid_height, i, wrap=False)
                 if delays is not None:
                     kwargs['delays'] = safe_get(delays, i)
 
@@ -1384,7 +1528,14 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
         tip = []
         tip.extend(self._get_next_tip())
         await self.pick_up_tips(tip)
-
+        blow_out_air_volume_before_vol = 0.0
+        if blow_out_air_volume_before is not None and len(blow_out_air_volume_before) > 0:
+            blow_out_air_volume_before_vol = float(blow_out_air_volume_before[0] or 0.0)
+        blow_out_air_volume_vol = 0.0
+        if blow_out_air_volume is not None and len(blow_out_air_volume) > 0:
+            blow_out_air_volume_vol = float(blow_out_air_volume[0] or 0.0)
+        # PLR 的 blow_out_air_volume 是空气参数，不计入液体体积。
+        # before 空气通过单独预吸实现，after 空气通过 blow_out_air_volume 参数实现。
 
         if mix_stage in ["before", "both"] and mix_times is not None and mix_times > 0:
             await self.mix(
@@ -1397,17 +1548,26 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
                 use_channels=use_channels,
             )
 
-        if blow_out_air_volume_before is not None and len(blow_out_air_volume_before) > 0:
+        if blow_out_air_volume_before_vol > 0:
-            await self.aspirate(
+            source_tracker = getattr(sources[0], "tracker", None)
-                resources=[sources[0]],
+            source_tracker_was_disabled = bool(getattr(source_tracker, "is_disabled", False))
-                vols=[blow_out_air_volume_before[0]],
+            try:
-                use_channels=use_channels,
+                if source_tracker is not None and hasattr(source_tracker, "disable"):
-                flow_rates=None,
+                    source_tracker.disable()
-                offsets=[Coordinate(x=0, y=0, z=sources[0].get_size_z())],
+                await self.aspirate(
-                liquid_height=None,
+                    resources=[sources[0]],
-                blow_out_air_volume=None,
+                    vols=[blow_out_air_volume_before_vol],
-            )
+                    use_channels=use_channels,
-            
+                    flow_rates=None,
+                    offsets=[Coordinate(x=0, y=0, z=sources[0].get_size_z())],
+                    liquid_height=None,
+                    blow_out_air_volume=None,
+                    spread="custom",
+                )
+            finally:
+                if source_tracker is not None:
+                    source_tracker.enable()
+
         await self.aspirate(
             resources=[sources[0]],
             vols=[asp_vols[0]],
@@ -1416,7 +1576,7 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
             offsets=[offsets[0]] if offsets and len(offsets) > 0 else None,
             liquid_height=[liquid_height[0]] if liquid_height and len(liquid_height) > 0 else None,
             blow_out_air_volume=(
-                [blow_out_air_volume[0]] if blow_out_air_volume and len(blow_out_air_volume) > 0 else None
+                [blow_out_air_volume_vol] if blow_out_air_volume_vol > 0 else None
             ),
             spread=spread,
         )
@@ -1429,7 +1589,7 @@ class LiquidHandlerAbstract(LiquidHandlerMiddleware):
             flow_rates=[dis_flow_rates[0]] if dis_flow_rates and len(dis_flow_rates) > 0 else None,
             offsets=[offsets[0]] if offsets and len(offsets) > 0 else None,
             blow_out_air_volume=(
-                [blow_out_air_volume[0]] if blow_out_air_volume and len(blow_out_air_volume) > 0 else None
+                [blow_out_air_volume_vol] if blow_out_air_volume_vol > 0 else None
             ),
             liquid_height=[liquid_height[0]] if liquid_height and len(liquid_height) > 0 else None,
             spread=spread,

unilabos/devices/liquid_handling/prcxi/prcxi.py

@@ -854,9 +854,10 @@ class PRCXI9300Handler(LiquidHandlerAbstract):
         offsets: Optional[Coordinate] = None,
         mix_rate: Optional[float] = None,
         none_keys: List[str] = [],
+        use_channels: Optional[List[int]] = [0],
     ):
         return await self._unilabos_backend.mix(
-            targets, mix_time, mix_vol, height_to_bottom, offsets, mix_rate, none_keys
+            targets, mix_time, mix_vol, height_to_bottom, offsets, mix_rate, none_keys, use_channels
         )
 
     def iter_tips(self, tip_racks: Sequence[TipRack]) -> Iterator[Resource]:
@@ -1285,9 +1286,15 @@ class PRCXI9300Backend(LiquidHandlerBackend):
         offsets: Optional[Coordinate] = None,
         mix_rate: Optional[float] = None,
         none_keys: List[str] = [],
+        use_channels: Optional[List[int]] = [0],
     ):
         """Mix liquid in the specified resources."""
-
+        if use_channels == [0]:
+            axis = "Left"
+        elif use_channels == [1]:
+            axis = "Right"
+        else:
+            raise ValueError("Invalid use channels: " + str(use_channels))
         plate_indexes = []
         for op in targets:
             deck = op.parent.parent.parent

unilabos/resources/resource_tracker.py

@@ -706,15 +706,38 @@ class ResourceTreeSet(object):
 
         if requested_uuids:
             # 按请求的 UUID 顺序返回对应资源（从整棵树中按 uuid 提取）
+            # 优先使用 tracker.uuid_to_resources；若映射缺失，再递归遍历 PLR 树兜底搜索。
+            def _find_plr_by_uuid(roots: List["PLRResource"], uid: str) -> Optional["PLRResource"]:
+                stack = list(roots)
+                while stack:
+                    node = stack.pop()
+                    node_uid = getattr(node, "unilabos_uuid", None)
+                    if node_uid == uid:
+                        return node
+                    children = getattr(node, "children", None) or []
+                    stack.extend(children)
+                return None
+
             result = []
+            missing_uuids = []
             for uid in requested_uuids:
-                if uid in tracker.uuid_to_resources:
+                found = tracker.uuid_to_resources.get(uid)
-                    result.append(tracker.uuid_to_resources[uid])
+                if found is None:
+                    found = _find_plr_by_uuid(plr_resources, uid)
+                    if found is not None:
+                        # 回填缓存，后续相同 uuid 可直接命中
+                        tracker.uuid_to_resources[uid] = found
+                if found is None:
+                    missing_uuids.append(uid)
                 else:
-                    raise ValueError(
+                    result.append(found)
-                        f"请求的 UUID {uid} 在资源树中未找到。"
+
-                        f"可用 UUID 数量: {len(tracker.uuid_to_resources)}"
+            if missing_uuids:
-                    )
+                raise ValueError(
+                    f"请求的 UUID 未在资源树中找到: {missing_uuids}。"
+                    f"可用 UUID 数量: {len(tracker.uuid_to_resources)}，"
+                    f"资源树数量: {len(self.trees)}"
+                )
             return result
         return plr_resources
 

unilabos/workflow/common.py

@@ -51,6 +51,7 @@
 --------------------------------------------------------------------------------
 - 遍历 workflow 数组，为每个动作创建步骤节点
 - 参数重命名: asp_vol -> asp_vols, dis_vol -> dis_vols, asp_flow_rate -> asp_flow_rates, dis_flow_rate -> dis_flow_rates
+- 参数输入转换: liquid_height（按 wells 扩展）；mix_stage/mix_times/mix_vol/mix_rate/mix_liquid_height 保持标量
 - 参数扩展: 根据 targets 的 wells 数量，将单值扩展为数组
     例: asp_vol=100.0, targets 有 3 个 wells -> asp_vols=[100.0, 100.0, 100.0]
 - 连接处理: 如果 sources/targets 已通过 set_liquid_from_plate 连接，参数值改为 []
@@ -543,8 +544,17 @@ def build_protocol_graph(
         "compound": "compound",
     }
 
-    # 需要根据 wells 数量扩展的参数列表（复数形式）
+    # 需要根据 wells 数量扩展的参数列表：
-    EXPAND_BY_WELLS_PARAMS = ["asp_vols", "dis_vols", "asp_flow_rates", "dis_flow_rates"]
+    # - 复数参数（asp_vols 等）支持单值自动扩展
+    # - liquid_height 按 wells 扩展为数组
+    # - mix_* 参数保持标量，避免被转换为 list
+    EXPAND_BY_WELLS_PARAMS = [
+        "asp_vols",
+        "dis_vols",
+        "asp_flow_rates",
+        "dis_flow_rates",
+        "liquid_height",
+    ]
 
     # 处理协议步骤
     for step in protocol_steps:
@@ -558,6 +568,57 @@ def build_protocol_graph(
             if old_name in params:
                 params[new_name] = params.pop(old_name)
 
+        # touch_tip 输入归一化：
+        # - 支持 bool / 0/1 / "true"/"false" / 单元素 list
+        # - 最终统一为 bool 标量，避免被下游误当作序列处理
+        if "touch_tip" in params:
+            touch_tip_value = params.get("touch_tip")
+            if isinstance(touch_tip_value, list):
+                if len(touch_tip_value) == 1:
+                    touch_tip_value = touch_tip_value[0]
+                elif len(touch_tip_value) == 0:
+                    touch_tip_value = False
+                else:
+                    warnings.append(f"touch_tip 期望标量，但收到长度为 {len(touch_tip_value)} 的列表，使用首个值")
+                    touch_tip_value = touch_tip_value[0]
+            if isinstance(touch_tip_value, str):
+                norm = touch_tip_value.strip().lower()
+                if norm in {"true", "1", "yes", "y", "on"}:
+                    touch_tip_value = True
+                elif norm in {"false", "0", "no", "n", "off", ""}:
+                    touch_tip_value = False
+                else:
+                    warnings.append(f"touch_tip 字符串值无法识别: {touch_tip_value}，按 True 处理")
+                    touch_tip_value = True
+            elif isinstance(touch_tip_value, (int, float)):
+                touch_tip_value = bool(touch_tip_value)
+            elif touch_tip_value is None:
+                touch_tip_value = False
+            else:
+                touch_tip_value = bool(touch_tip_value)
+            params["touch_tip"] = touch_tip_value
+
+        # delays 输入归一化：
+        # - 支持标量（int/float/字符串数字）与 list
+        # - 最终统一为数字列表，供下游按 delays[0]/delays[1] 使用
+        if "delays" in params:
+            delays_value = params.get("delays")
+            if delays_value is None or delays_value == "":
+                params["delays"] = []
+            else:
+                raw_list = delays_value if isinstance(delays_value, list) else [delays_value]
+                normalized_delays = []
+                for delay_item in raw_list:
+                    if isinstance(delay_item, str):
+                        delay_item = delay_item.strip()
+                        if delay_item == "":
+                            continue
+                    try:
+                        normalized_delays.append(float(delay_item))
+                    except (TypeError, ValueError):
+                        warnings.append(f"delays 包含无法转换为数字的值: {delay_item}，已忽略")
+                params["delays"] = normalized_delays
+
         # 处理输入连接
         for param_key, target_port in INPUT_PORT_MAPPING.items():
             resource_name = params.get(param_key)