perf(workflow): enhance streaming output node activation performance

api/app/core/workflow/executor.py

@@ -333,7 +333,7 @@ class WorkflowExecutor:
                             if not end_info or end_info.cursor >= len(end_info.outputs):
                                 continue
                             current_output = end_info.outputs[end_info.cursor]
-                            if current_output.is_variable and node_id in current_output.literal:
+                            if current_output.is_variable and current_output.depends_on_node(node_id):
                                 if data.get("done"):
                                     end_info.cursor += 1
                                 else:

api/app/core/workflow/graph_builder.py

@@ -53,6 +53,44 @@ class OutputContent(BaseModel):
         )
     )
 
+    def depends_on_node(self, node_id: str) -> bool:
+        """
+        Check if this output segment depends on a specific node's variable.
+
+        This method examines the `literal` of the output segment to see if it
+        contains a variable placeholder referencing the given node in the form:
+
+            {{ node_id.field_name }}
+
+        It uses a regular expression to match the exact node ID, avoiding
+        false positives from substring matches (e.g., 'node1' should not match 'node10').
+
+        Args:
+            node_id (str): The ID of the node to check for in this segment's variable placeholders.
+
+        Returns:
+            bool:
+                - True if the segment contains a variable referencing the given node.
+                - False otherwise.
+
+        Example:
+            literal = "{{node1.name}}"
+
+            depends_on_node("node1") -> True
+            depends_on_node("node2") -> False
+
+        Usage:
+            This method is primarily used in stream mode to determine whether
+            a particular variable output segment should be activated when a
+            specific upstream node completes execution.
+        """
+        variable_pattern = rf"\{{\{{\s*{re.escape(node_id)}\.[a-zA-Z0-9_]+\s*\}}\}}"
+        pattern = re.compile(variable_pattern)
+        match = pattern.search(self.literal)
+        if match:
+            return True
+        return False
+
 
 class StreamOutputConfig(BaseModel):
     """
@@ -122,7 +160,7 @@ class StreamOutputConfig(BaseModel):
         for i in range(len(self.outputs)):
             if (
                     self.outputs[i].is_variable
-                    and node_id in self.outputs[i].literal
+                    and self.outputs[i].depends_on_node(node_id)
             ):
                 self.outputs[i].activate = True