Fix: escape multi-steps issues. (#11016)

### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

agent/canvas.py

@@ -281,12 +281,21 @@ class Canvas(Graph):
         def _run_batch(f, t):
             with ThreadPoolExecutor(max_workers=5) as executor:
                 thr = []
-                for i in range(f, t):
+                i = f
+                while i < t:
                     cpn = self.get_component_obj(self.path[i])
                     if cpn.component_name.lower() in ["begin", "userfillup"]:
                         thr.append(executor.submit(cpn.invoke, inputs=kwargs.get("inputs", {})))
+                        i += 1
                     else:
-                        thr.append(executor.submit(cpn.invoke, **cpn.get_input()))
+                        for _, ele in cpn.get_input_elements().items():
+                            if isinstance(ele, dict) and ele.get("_cpn_id") and ele.get("_cpn_id") not in self.path[:i]:
+                                self.path.pop(i)
+                                t -= 1
+                                break
+                        else:
+                            thr.append(executor.submit(cpn.invoke, **cpn.get_input()))
+                            i += 1
                 for t in thr:
                     t.result()
 
@@ -316,6 +325,7 @@ class Canvas(Graph):
                     "thoughts": self.get_component_thoughts(self.path[i])
                 })
             _run_batch(idx, to)
+            to = len(self.path)
             # post processing of components invocation
             for i in range(idx, to):
                 cpn = self.get_component(self.path[i])

agent/component/iteration.py

@@ -16,6 +16,13 @@
 from abc import ABC
 from agent.component.base import ComponentBase, ComponentParamBase
 
+"""
+class VariableModel(BaseModel):
+    data_type: Annotated[Literal["string", "number", "Object", "Boolean", "Array<string>", "Array<number>", "Array<object>", "Array<boolean>"], Field(default="Array<string>")]
+    input_mode: Annotated[Literal["constant", "variable"], Field(default="constant")]
+    value: Annotated[Any, Field(default=None)]
+    model_config = ConfigDict(extra="forbid")
+"""
 
 class IterationParam(ComponentParamBase):
     """

agent/component/llm.py

@@ -216,7 +216,7 @@ class LLM(ComponentBase):
         error: str = ""
         output_structure=None
         try:
-            output_structure=self._param.outputs['structured']
+            output_structure = None#self._param.outputs['structured']
         except Exception:
             pass
         if output_structure:

agent/component/message.py

@@ -49,6 +49,9 @@ class MessageParam(ComponentParamBase):
 class Message(ComponentBase):
     component_name = "Message"
 
+    def get_input_elements(self) -> dict[str, Any]:
+        return self.get_input_elements_from_text("".join(self._param.content))
+
     def get_kwargs(self, script:str, kwargs:dict = {}, delimiter:str=None) -> tuple[str, dict[str, str | list | Any]]:
         for k,v in self.get_input_elements_from_text(script).items():
             if k in kwargs:

agent/component/string_transform.py

@@ -16,6 +16,8 @@
 import os
 import re
 from abc import ABC
+from typing import Any
+
 from jinja2 import Template as Jinja2Template
 from agent.component.base import ComponentParamBase
 from common.connection_utils import timeout
@@ -43,6 +45,9 @@ class StringTransformParam(ComponentParamBase):
 class StringTransform(Message, ABC):
     component_name = "StringTransform"
 
+    def get_input_elements(self) -> dict[str, Any]:
+        return self.get_input_elements_from_text(self._param.script)
+
     def get_input_form(self) -> dict[str, dict]:
         if self._param.method == "split":
             return {