feat: 接通 Planner → Action → Validator

This commit is contained in:
2026-09-24 19:10:03 +08:00
parent 57ed92aeba
commit db41f2c679
12 changed files with 174 additions and 21 deletions
+72 -6
View File
@@ -1,20 +1,23 @@
"""将简单修改需求转换为动作列表"""
"""将简单修改或新增规划转换为动作列表"""
import json
from langchain_core.messages import HumanMessage, SystemMessage
from langchain_core.exceptions import OutputParserException
from langchain_core.messages import HumanMessage, SystemMessage
from pydantic import BaseModel, ValidationError
from app.actions.plan import assemble_plan_actions, plan_block_reason, plan_materials
from app.clients.llm import get_llm
from app.processor.base import BaseNode
from app.processor.state import QueryState
from app.prompt.action import ACTION_SYSTEM_PROMPT
from app.schemas.actions import ActionBatch
from app.schemas.action_validation import ActionValidationError, schema_errors
from app.schemas.actions import ActionBatch, AddAction
def can_generate_actions(state: QueryState) -> bool:
if state.get("screen_plan") is not None:
return plan_block_reason(state) is None
requirement = state["requirement"]
scope = state["change_scope"]
# 当前只接入三种已有组件操作,后续能力逐步扩展
@@ -42,6 +45,18 @@ class ActionNode(BaseNode):
async def process(self, state: QueryState) -> QueryState:
updated_state: QueryState = state.copy()
if state.get("screen_plan") is not None and (
reason := plan_block_reason(state)
):
updated_state.update(
actions=None,
validation_passed=False,
validation_errors=[],
simulated_screen=None,
failure_reason=reason,
status="failed",
)
return updated_state
if not can_generate_actions(state):
raise ValueError(
"ActionNode 当前只支持无需规划和资源的 move、resize、update 需求"
@@ -51,6 +66,9 @@ class ActionNode(BaseNode):
"requirement": state["requirement"].model_dump(mode="json"),
"change_scope": state["change_scope"].model_dump(mode="json"),
}
if state.get("screen_plan") is not None:
payload["screen_plan"] = state["screen_plan"].model_dump(mode="json")
payload["component_materials"] = plan_materials(state)
if state.get("repair_plan") is not None:
payload.update(
repair_plan=state["repair_plan"].model_dump(mode="json"),
@@ -79,9 +97,14 @@ class ActionNode(BaseNode):
HumanMessage(content=json.dumps(payload, ensure_ascii=False)),
]
)
batch = ActionBatch.model_validate(
result.model_dump() if isinstance(result, BaseModel) else result
)
raw = result.model_dump() if isinstance(result, BaseModel) else result
if isinstance(result, ActionBatch) and state.get("screen_plan") is not None:
for source, target in zip(result.actions, raw["actions"]):
if isinstance(source, AddAction):
target["node"] = source.node.model_dump(exclude_unset=True)
batch = ActionBatch.model_validate(raw)
if state.get("screen_plan") is not None:
batch = assemble_plan_actions(state, batch)
except ValidationError as error:
updated_state["validation_passed"] = False
updated_state["validation_errors"] = schema_errors(error)
@@ -102,12 +125,16 @@ class ActionNode(BaseNode):
if __name__ == "__main__":
import asyncio
import sys
from pydantic import BaseModel
from app.processor.nodes.component_resource_node import ComponentResourceNode
from app.processor.nodes.input_node import InputNode
from app.processor.nodes.validator_node import ValidatorNode
from app.schemas.change_scope import ChangeScope
from app.schemas.requirement import Requirement
from app.schemas.screen_plan import ScreenPlan
async def main():
state = InputNode().process(
@@ -151,8 +178,47 @@ if __name__ == "__main__":
needs_planning=False,
reason="明确的组件位移",
)
# 加 --add 测试规划到新增动作,默认仍测试简单移动
if "--add" in sys.argv:
state = InputNode().process(
{
"request": {
"prompt": "保留已有组件,在顶部新增销售总览标题",
"screen": state["input_context"].screen.model_dump(mode="json"),
}
}
)
state["requirement"] = Requirement(
intent="modify_screen",
goal="新增标题",
needs_clarification=False,
changes=[{"target_scope": "screen", "operation": "add"}],
)
state["change_scope"] = ChangeScope(
scope="local",
needs_planning=True,
reason="顶部新增标题",
)
state = ComponentResourceNode().process(state)
state["screen_plan"] = ScreenPlan(
goal="新增标题",
design_summary="顶部标题",
layout_description="保留原图表",
components=[
{
"plan_id": "heading",
"disposition": "add",
"component_type": "text",
"purpose": "显示销售总览",
"design": {"text": "销售总览"},
"layout": {"x": 100, "y": 40, "width": 500, "height": 60},
}
],
)
node = ActionNode()
final_state = await node.process(state)
if "--add" in sys.argv and final_state.get("actions") is not None:
final_state = ValidatorNode().process(final_state)
print(
json.dumps(
final_state,
+10 -1
View File
@@ -18,6 +18,7 @@ class PlannerNode(BaseNode):
updated_state: QueryState = state.copy()
requirement = state["requirement"]
scope = state["change_scope"]
if (
requirement.needs_clarification
or requirement.intent
@@ -33,6 +34,7 @@ class PlannerNode(BaseNode):
resources = state.get("component_resources")
if resources is not None and resources.status != "resolved":
raise ValueError("组件目录尚未就绪,不能继续规划")
result = await get_llm(ScreenPlan).ainvoke(
[
SystemMessage(content=PLANNER_SYSTEM_PROMPT),
@@ -42,7 +44,7 @@ class PlannerNode(BaseNode):
"input_context": context.model_dump(mode="json"),
"requirement": requirement.model_dump(mode="json"),
"change_scope": scope.model_dump(mode="json"),
"component_resources": resources.model_dump(mode="json")
"component_resources": resources.to_planner_context()
if resources is not None
else None,
},
@@ -51,7 +53,9 @@ class PlannerNode(BaseNode):
),
]
)
plan = ScreenPlan.model_validate(result.model_dump())
if resources is not None:
supported_types = {component.type for component in resources.components}
for component in plan.components:
@@ -65,6 +69,7 @@ class PlannerNode(BaseNode):
raise ValueError(
f"规划使用了目录中不存在的组件类型: {component.component_type}"
)
existing_ids = {node.id for node in context.screen.nodes}
planned_ids = {
component.target_id
@@ -73,9 +78,11 @@ class PlannerNode(BaseNode):
}
if unknown := planned_ids - existing_ids:
raise ValueError(f"规划引用了不存在的组件: {sorted(unknown)}")
required_ids = {
target for change in requirement.changes for target in change.target_ids
}
if missing := required_ids - planned_ids:
raise ValueError(f"规划遗漏了需求中的组件: {sorted(missing)}")
if scope.scope == "local":
@@ -86,6 +93,7 @@ class PlannerNode(BaseNode):
}
if outside := changed_ids - set(scope.target_ids):
raise ValueError(f"局部规划修改了范围外的组件: {sorted(outside)}")
# 原始约束和假设不能在规划阶段被无声丢弃
plan.constraints = list(
dict.fromkeys([*requirement.constraints, *plan.constraints])
@@ -94,6 +102,7 @@ class PlannerNode(BaseNode):
dict.fromkeys([*requirement.assumptions, *plan.assumptions])
)
updated_state["screen_plan"] = plan
return updated_state
+6
View File
@@ -6,6 +6,7 @@ from langchain_core.exceptions import OutputParserException
from langchain_core.messages import HumanMessage, SystemMessage
from pydantic import BaseModel, ValidationError
from app.actions.plan import plan_materials
from app.clients.llm import get_llm
from app.processor.base import BaseNode
from app.processor.state import QueryState
@@ -33,6 +34,10 @@ class ReflectionNode(BaseNode):
else None,
}
if state.get("screen_plan") is not None:
payload["screen_plan"] = state["screen_plan"].model_dump(mode="json")
payload["component_materials"] = plan_materials(state)
try:
result = await llm_client.ainvoke(
[
@@ -56,6 +61,7 @@ class ReflectionNode(BaseNode):
if __name__ == "__main__":
import asyncio
from app.processor.nodes.input_node import InputNode
from app.schemas.action_validation import ActionValidationError
from app.schemas.actions import UpdateAction
+24 -2
View File
@@ -2,11 +2,12 @@
from pydantic import BaseModel, ValidationError
from app.actions.plan import validate_plan_actions
from app.actions.registry import apply_action
from app.processor.base import BaseNode
from app.processor.state import QueryState
from app.schemas.action_validation import ActionValidationError, schema_errors
from app.schemas.actions import ActionBatch
from app.schemas.actions import ActionBatch, AddAction
class ValidatorNode(BaseNode):
@@ -36,7 +37,28 @@ class ValidatorNode(BaseNode):
# 需求范围检查集中在校验节点,错误统一进入修正循环
requirement = state.get("requirement")
if requirement is not None:
if state.get("screen_plan") is not None:
errors = validate_plan_actions(state, batch)
if errors:
updated_state["validation_passed"] = False
updated_state["validation_errors"] = errors
updated_state["simulated_screen"] = None
return updated_state
elif requirement is not None:
# 规划到动作的范围校验尚未接入,不能将新增混入简单修改
if any(isinstance(action, AddAction) for action in batch.actions):
updated_state["validation_passed"] = False
updated_state["validation_errors"] = [
ActionValidationError(
action_index=index,
code="scope_error",
message="新增动作尚未接入需求范围校验,当前仅支持独立模拟执行",
)
for index, action in enumerate(batch.actions)
if isinstance(action, AddAction)
]
updated_state["simulated_screen"] = None
return updated_state
allowed = {
(target, change.operation)
for change in requirement.changes