gqt
87 lines
1.9 KiB
Python
87 lines
1.9 KiB
Python
from typing import TypedDict
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from loguru import logger
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import time
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from langgraph.types import interrupt, Command
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# https://xbsheng.github.io/atguigu-note/langgraph/%E8%AF%BE%E4%BB%B6/05-LangGraph%E9%AB%98%E7%BA%A7%E7%89%B9%E6%80%A7
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class OverallState(TypedDict):
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initial_input: str
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node_a1: str
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node_a2: str
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node_b: str
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def node_a1(state: OverallState) -> OverallState:
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time.sleep(1)
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logger.info("node_a1")
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return OverallState(node_a1="node_a1")
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def node_a2(state: OverallState) -> OverallState:
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time.sleep(3)
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logger.info("node_a2")
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return OverallState(node_a2="node_a2")
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def node_b(state: OverallState) -> OverallState:
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time.sleep(1)
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res = interrupt("hello")
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logger.info("node_b")
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return OverallState(node_b=f"node_b,res={res}")
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from langgraph.graph import StateGraph, START, END
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from langgraph.checkpoint.memory import InMemorySaver
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builder = StateGraph(state_schema=OverallState)
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builder.add_node("node_a1", node_a1)
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builder.add_node("node_a2", node_a2)
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builder.add_node("node_b", node_b)
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builder.add_edge(START, "node_a1")
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builder.add_edge(START, "node_a2")
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builder.add_edge(["node_a1", "node_a2"], "node_b")
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builder.add_edge("node_b", END)
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checkpoint_saver = InMemorySaver()
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graph = builder.compile(checkpointer=checkpoint_saver)
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from IPython.display import display
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display(graph)
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from rich import print as rp
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config = {
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"configurable": {
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"thread_id": "12345"
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}
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}
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for chunk in graph.stream(
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{"initial_input": "init"},
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stream_mode=["debug"],
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config=config
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):
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print("=" * 50)
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rp(chunk)
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# print("=" * 50)
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# rp(list(graph.get_state_history(config=config)))
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print("**" * 50)
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for chunk in graph.stream(
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Command(resume="interrupt_node_b_res"),
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stream_mode=["debug"],
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config=config
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):
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print("=" * 50)
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rp(chunk)
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# print("=" * 50)
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# rp(list(graph.get_state_history(config=config)))
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