fix: 修复 NameError/状态污染/类型标注/统计; 补全练习与 main; 新增 config/.gitignore/requirements; 文档统一

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agent
2026-06-02 13:44:46 +08:00
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"""
Step 03 练习题答案
⚠️ 先自己思考,再看答案!
⚠️ 答案不是唯一的,这里只是其中一种实现
"""
import copy
import re
from datetime import datetime
from step_03_simple_agent.concept import (
BaseTool,
SimpleAgent,
ToolResult,
)
# ═══════════════════════════════════════════════════════════════════════════════
# 练习 1 答案:DateTimeTool
# ═══════════════════════════════════════════════════════════════════════════════
class DateTimeTool(BaseTool):
"""日期时间工具"""
@property
def name(self) -> str:
return "datetime"
@property
def description(self) -> str:
return "日期时间工具,支持 now(当前时间)/ today(今天日期)/ weekday(星期几)"
def execute(self, **kwargs) -> ToolResult:
operation = kwargs.get("operation", "now")
now = datetime.now()
if operation == "now":
return ToolResult(success=True, result=now.strftime("%Y-%m-%d %H:%M:%S"))
if operation == "today":
return ToolResult(success=True, result=now.strftime("%Y-%m-%d"))
if operation == "weekday":
names = ["星期一", "星期二", "星期三", "星期四", "星期五", "星期六", "星期日"]
return ToolResult(success=True, result=names[now.weekday()])
return ToolResult(success=False, error=f"不支持的操作: {operation}")
# ═══════════════════════════════════════════════════════════════════════════════
# 练习 2 答案:稳健的 Brain 路由
# ═══════════════════════════════════════════════════════════════════════════════
EXPR_PATTERN = re.compile(r"-?\d+(?:\.\d+)?\s*[+\-*/]\s*-?\d+(?:\.\d+)?")
def improved_brain_decide(self, state):
"""把 AgentBrain.decide 替换为更稳健的版本。"""
user_input = state.get("user_input", "")
tool_result = state.get("tool_result")
# 工具结果回灌:直接产出回应
if tool_result is not None:
if isinstance(tool_result, dict) and not tool_result.get("success", True):
return {
"action": "respond",
"response": f"工具执行失败: {tool_result.get('error', '未知错误')}",
}
return {"action": "respond", "response": f"工具执行完成,结果:{tool_result}"}
text = user_input.lower()
# 明确的算式(如 "1 + 2" / "10*3")才走 calculator
expr_match = EXPR_PATTERN.search(user_input)
if expr_match and re.fullmatch(r"[\d\s+\-*/().]+", expr_match.group()):
return {
"action": "use_tool",
"tool_name": "calculator",
"tool_args": {"expression": expr_match.group().strip()},
}
# 日期时间路由
if any(kw in text for kw in ["现在几点", "现在时间", "今天", "日期", "星期"]):
op = "weekday" if "星期" in text else ("today" if "今天" in text or "日期" in text else "now")
return {"action": "use_tool", "tool_name": "datetime", "tool_args": {"operation": op}}
# 其他交给模板搜索
if any(kw in user_input for kw in ["报表", "模板", "jrxml", "jasper"]):
return {
"action": "use_tool",
"tool_name": "template_search",
"tool_args": {"keyword": user_input},
}
return {
"action": "respond",
"response": f"我收到了你的输入:{user_input}(暂无可用工具直接处理)",
}
# ═══════════════════════════════════════════════════════════════════════════════
# 练习 3 答案:snapshot / restore
# ═══════════════════════════════════════════════════════════════════════════════
def install_snapshot_methods(agent: SimpleAgent) -> None:
"""给 SimpleAgent 实例挂上 snapshot/restore 方法。"""
def snapshot(self):
return {
"messages": copy.deepcopy(self.state["messages"]),
"tool_result": copy.deepcopy(self.state.get("tool_result")),
"current_action": self.state.get("current_action"),
"round_count": self.round_count,
}
def restore(self, snap):
self.state["messages"] = copy.deepcopy(snap["messages"])
self.state["tool_result"] = copy.deepcopy(snap.get("tool_result"))
self.state["current_action"] = snap.get("current_action")
self.round_count = snap.get("round_count", 0)
SimpleAgent.snapshot = snapshot
SimpleAgent.restore = restore
# ═══════════════════════════════════════════════════════════════════════════════
# 测试
# ═══════════════════════════════════════════════════════════════════════════════
def test_answers():
print("\n" + "=" * 60)
print("Step 03 练习答案测试")
print("=" * 60)
agent = SimpleAgent()
# 注册新工具 + 替换 brain
agent.tools["datetime"] = DateTimeTool()
agent.brain.decide = improved_brain_decide.__get__(agent.brain)
print("\n📝 练习 1: DateTimeTool")
print(" 工具列表:", list(agent.tools.keys()))
print(" now ->", agent.tools["datetime"].execute(operation="now").result)
print(" weekday ->", agent.tools["datetime"].execute(operation="weekday").result)
print("\n📝 练习 2: 改进的 Brain 路由")
for q in ["1 + 2", "iOS / Android 兼容性", "现在几点", "今天星期几"]:
decision = agent.brain.decide({"user_input": q, "tool_result": None})
print(f" '{q}' -> {decision['action']} / {decision.get('tool_name', decision.get('response'))}")
print("\n📝 练习 3: snapshot / restore")
install_snapshot_methods(agent)
agent.process("1 + 2")
snap = agent.snapshot()
print(" snapshot round_count =", snap["round_count"])
agent.process("3 * 4")
print(" after 2 rounds, round_count =", agent.round_count)
agent.restore(snap)
print(" after restore, round_count =", agent.round_count)
if __name__ == "__main__":
test_answers()