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langgraph_sync_quickstart.py
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154 lines (124 loc) · 4.99 KB
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"""
LangGraph registration and self-host sync demo.
Run: python examples/langgraph_sync_quickstart.py
"""
from __future__ import annotations
import json
import sys
import tempfile
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
from pathlib import Path
from threading import Thread
from typing import Any, TypedDict
from urllib.parse import parse_qs, urlparse
sys.path.insert(0, str(Path(__file__).resolve().parent.parent))
from forkit.schemas import TaskType
from forkit.sdk import ForkitClient
from forkit_langgraph import LangGraphAdapter
try:
from langgraph.graph import END, START, StateGraph
except ImportError as exc: # pragma: no cover - exercised by users without extra
raise SystemExit(
"This example requires the optional langgraph dependency.\n"
"Install with:\n"
" pip install 'forkit-core[langgraph]'"
) from exc
CREATOR = {"name": "Hamza", "organization": "ForkIt"}
def _start_export_server(client: ForkitClient) -> tuple[str, ThreadingHTTPServer, Thread]:
class Handler(BaseHTTPRequestHandler):
def do_GET(self) -> None: # noqa: N802
parsed = urlparse(self.path)
if parsed.path != "/export":
self.send_response(404)
self.end_headers()
return
query = parse_qs(parsed.query)
payload = client.sync.export(
after=int(query.get("after", ["0"])[0]),
limit=int(query.get("limit", ["100"])[0]),
passport_type=query.get("passport_type", [None])[0],
)
self.send_response(200)
self.send_header("Content-Type", "application/json")
self.end_headers()
self.wfile.write(json.dumps(payload).encode("utf-8"))
def log_message(self, format: str, *args: Any) -> None: # noqa: A003
return
server = ThreadingHTTPServer(("127.0.0.1", 0), Handler)
thread = Thread(target=server.serve_forever, daemon=True)
thread.start()
return f"http://127.0.0.1:{server.server_port}/export", server, thread
def _stop_server(server: ThreadingHTTPServer, thread: Thread) -> None:
server.shutdown()
server.server_close()
thread.join(timeout=5)
class TicketState(TypedDict):
ticket: str
queue: str
def route_ticket(state: TicketState) -> TicketState:
ticket = state.get("ticket", "")
queue = "priority" if "urgent" in ticket.lower() else "general"
return {
"ticket": ticket,
"queue": queue,
}
def main() -> None:
with tempfile.TemporaryDirectory(prefix="forkit-langgraph-sync-") as temp_dir:
root = Path(temp_dir)
source = ForkitClient(registry_root=root / "source")
mirror = ForkitClient(registry_root=root / "mirror")
adapter = LangGraphAdapter(client=source)
model_id = source.models.register(
name="langgraph-sync-model",
version="1.0.0",
task_type=TaskType.TEXT_GENERATION,
architecture="transformer",
creator=CREATOR,
)
builder = StateGraph(TicketState)
builder.add_node("route_ticket", route_ticket)
builder.add_edge(START, "route_ticket")
builder.add_edge("route_ticket", END)
compiled, passport_id = adapter.compile_and_register(
builder,
compile_kwargs={"name": "ticket-router-runtime"},
name="ticket-router-graph",
version="1.0.0",
model_id=model_id,
creator=CREATOR,
system_prompt="Route incoming tickets into the correct queue.",
)
result = compiled.invoke({"ticket": "Urgent customer escalation", "queue": ""})
export_url, export_server, export_thread = _start_export_server(source)
try:
pull_result = mirror.sync.pull(
export_url,
source="langgraph-source",
)
finally:
_stop_server(export_server, export_thread)
mirrored_agent = mirror.get_agent(passport_id)
summary = {
"source_registry": str(source.registry.root),
"mirror_registry": str(mirror.registry.root),
"passport_id": passport_id,
"invoke_queue": result["queue"],
"pull_status": pull_result["status"],
"pull_items": pull_result["items_applied"],
"mirror_total": mirror.stats()["total"],
"mirror_outbox_items": len(mirror.sync.export()["items"]),
"mirrored_agent_present": mirrored_agent is not None,
"mirrored_graph_name": (
mirrored_agent.metadata["langgraph"]["graph_spec"]["name"]
if mirrored_agent is not None
else None
),
"mirrored_nodes": (
mirrored_agent.metadata["langgraph"]["graph_spec"]["nodes"]
if mirrored_agent is not None
else []
),
}
print(json.dumps(summary, indent=2, sort_keys=True))
if __name__ == "__main__":
main()