From 16891f747ea4457ae13365cf9bf234c88503aaa4 Mon Sep 17 00:00:00 2001 From: WSHAPER <42714629+WSHAPER@users.noreply.github.com> Date: Mon, 12 Oct 2026 19:50:56 +0200 Subject: [PATCH 1/3] fix(deps): bump LangChain family to 1.x / langgraph 1.2.14 line Coordinated bump clearing the SBOM advisory ranges (report 04): - langchain 0.3.30 -> 1.4.3 (>=1.3.9, CVE-2026-55443) - langchain-core 0.3.86 -> 1.6.7 (>=1.4.7, CVE-2026-34070/26013; now direct dep) - langchain-community 0.3.31 -> 0.4.2 (1.x-era release; SitemapLoader remains unused/banned) - langchain-text-splitters 0.3.11 -> 1.1.3 (CVE-2026-41481) - langchain-mcp-adapters 0.1.14 -> 0.3.2 - langgraph 1.0.1 -> 1.2.14 (CVE-2026-28277 range) - langgraph-checkpoint 3.0.1 -> 4.2.0 (>=4.1.1, CVE-2026-27794/48775; now direct dep) - langgraph-sdk 0.2.15 -> 0.4.6 (CVE-2026-48776/104873) Signed-off-by: WSHAPER <42714629+WSHAPER@users.noreply.github.com> Assisted-by: opencode:zai/glm-5.3 --- poetry.lock | 448 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">=0.4.2,<0.5" +langchain-mcp-adapters = ">=0.3.2,<0.4" ics = "^0.7.2" icalendar = "^7.1.2" lxml = "^6.1.1" recurring-ical-events = "^3.8.2" pytz = "^2025.2" -langchain-community = "^0.3.23" vobject = "^0.9.9" youtube-search = "^2.1.2" uvicorn = "^0.40" -langchain-mcp-adapters = "^0.1.9" fastmcp = "^2.14" niquests = "^3.17.0" ddgs = "^9.13.1" From 4fc36784859f92bbc95c9d78b0d751a2b76862f7 Mon Sep 17 00:00:00 2001 From: WSHAPER <42714629+WSHAPER@users.noreply.github.com> Date: Mon, 12 Oct 2026 19:50:56 +0200 Subject: [PATCH 2/3] fix(lib): pin Reviver allowed_objects in jsonplus serde langchain-core 1.6 changed Reviver() to warn about its pending default change for allowed_objects. Pin allowed_objects="core" explicitly, mirroring upstream langgraph-checkpoint 4.2.0's JsonPlusSerializer. Signed-off-by: WSHAPER <42714629+WSHAPER@users.noreply.github.com> Assisted-by: opencode:zai/glm-5.3 --- ex_app/lib/jsonplus.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ex_app/lib/jsonplus.py b/ex_app/lib/jsonplus.py index 1a856684..d5bd9412 100644 --- a/ex_app/lib/jsonplus.py +++ b/ex_app/lib/jsonplus.py @@ -35,7 +35,7 @@ from langgraph.checkpoint.serde.types import SendProtocol from langgraph.store.base import Item -LC_REVIVER = Reviver() +LC_REVIVER = Reviver(allowed_objects="core") EMPTY_BYTES = b"" From b5084f8d132d1918d7143511a4cfed9937df7589 Mon Sep 17 00:00:00 2001 From: WSHAPER <42714629+WSHAPER@users.noreply.github.com> Date: Mon, 12 Oct 2026 19:50:56 +0200 Subject: [PATCH 3/3] test: add StateGraph smoke exercising custom model, vendored checkpointer, custom serde Regression guard for the LangChain 1.x family bump: builds the agent graph (get_graph) with the custom ChatWithNextcloud BaseChatModel and the vendored InMemorySaver on langgraph 1.2.14 / langchain-core 1.6.7 / checkpoint 4.2.0, drives an interrupt-before-dangerous-tools turn pair (tool call -> resume), and round-trips JsonPlusSerializer in both msgpack-typed and signed-token JSON shapes. Runnable standalone (python tests/test_graph_smoke.py) or pytest. Signed-off-by: WSHAPER <42714629+WSHAPER@users.noreply.github.com> Assisted-by: opencode:zai/glm-5.3 --- tests/test_graph_smoke.py | 175 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 175 insertions(+) create mode 100644 tests/test_graph_smoke.py diff --git a/tests/test_graph_smoke.py b/tests/test_graph_smoke.py new file mode 100644 index 00000000..b4333674 --- /dev/null +++ b/tests/test_graph_smoke.py @@ -0,0 +1,175 @@ +# SPDX-FileCopyrightText: 2026 Nextcloud GmbH and Nextcloud contributors +# SPDX-License-Identifier: AGPL-3.0-or-later +"""Regression smoke for the LangChain 1.x / langgraph 1.2.14 / checkpoint 4.x migration. + +Exercises the three vendored coupling points without network access: +- ex_app.lib.nc_model.ChatWithNextcloud (custom BaseChatModel on langchain-core 1.x) +- ex_app.lib.memorysaver.InMemorySaver (vendored checkpointer on langgraph-checkpoint 4.x) +- ex_app.lib.jsonplus.JsonPlusSerializer (custom serde, incl. the signed-token shape) + +Runnable standalone (``python tests/test_graph_smoke.py``) or via pytest. +""" +import asyncio +import os +import sys +from pathlib import Path + +os.environ.setdefault("APP_ID", "context_agent") +os.environ.setdefault("APP_HOST", "127.0.0.1") +os.environ.setdefault("APP_PORT", "9081") +os.environ.setdefault("APP_SECRET", "test-secret") +os.environ.setdefault("APP_VERSION", "2.9.1") +os.environ.setdefault("NEXTCLOUD_URL", "http://127.0.0.1:8080") +os.environ.setdefault("APP_PERSISTENT_STORAGE", str(Path(__file__).parent / ".tmp_persistent")) + +sys.path.insert(0, str(Path(__file__).resolve().parent.parent)) + +from langchain_core.messages import AIMessage, HumanMessage, SystemMessage, ToolMessage # noqa: E402 +from langchain_core.tools import tool # noqa: E402 + +from ex_app.lib.graph import get_graph # noqa: E402 +from ex_app.lib.jsonplus import JsonPlusSerializer # noqa: E402 +from ex_app.lib.memorysaver import InMemorySaver # noqa: E402 +from ex_app.lib.nc_model import ChatWithNextcloud, Response # noqa: E402 + + +@tool +def get_weather(city: str) -> str: + """Get the current weather for a city.""" + return f"sunny in {city}" + + +def test_convert_to_openai_tool_replug(): + model = ChatWithNextcloud() + bound = model.bind_tools([get_weather]) + assert bound is model + assert len(model.tools) == 1 + converted = model.tools[0] + assert converted["type"] == "function" + assert converted["function"]["name"] == "get_weather" + + +def test_build_task_input_and_task_to_message(): + model = ChatWithNextcloud() + model.tools = [{"type": "function", "function": {"name": "get_weather"}}] + task_input = model._build_task_input( + [ + SystemMessage(content="sys"), + HumanMessage(content="hi"), + AIMessage(content="", tool_calls=[{"name": "get_weather", "args": {"city": "x"}, "id": "c1"}]), + ToolMessage(content="sunny", name="get_weather", tool_call_id="c1"), + HumanMessage(content="and tomorrow?"), + ] + ) + assert task_input["system_prompt"] == "sys" + assert task_input["input"] == "and tomorrow?" + assert len(task_input["history"]) == 3 + + message = model._task_to_message( + Response.model_validate( + { + "task": { + "id": 1, + "status": "STATUS_SUCCESSFUL", + "output": { + "output": "it is sunny", + "tool_calls": [{"name": "get_weather", "args": {"city": "x"}, "id": "c1"}], + }, + } + } + ).task + ) + assert isinstance(message, AIMessage) + assert message.content == "it is sunny" + assert message.tool_calls[0]["name"] == "get_weather" + + +def test_serializer_roundtrip_token_shape(): + serde = JsonPlusSerializer() + state = { + "last_config": {"configurable": {"thread_id": "t1", "checkpoint_ns": "", "checkpoint_id": "ckpt1"}}, + "last_checkpoint": ("msgpack", serde.dumps_typed({"v": 4, "id": "ckpt1"})[1]), + } + token = serde.dumps(state) + restored = serde.loads(token) + assert restored["last_config"]["configurable"]["checkpoint_id"] == "ckpt1" + assert bytes(restored["last_checkpoint"][1]) == state["last_checkpoint"][1] + + typed = serde.dumps_typed({"messages": [HumanMessage("hello"), AIMessage("hi")]}) + kind, blob = typed + assert kind == "msgpack" + loaded = serde.loads_typed((kind, blob)) + assert isinstance(loaded["messages"][0], HumanMessage) + assert isinstance(loaded["messages"][1], AIMessage) + + +def test_stategraph_step_with_vendored_checkpointer(): + calls = {"n": 0} + real_agenerate = ChatWithNextcloud._agenerate + + async def fake_agenerate(self, messages, stop=None, run_manager=None, **kwargs): + from langchain_core.outputs import ChatGeneration, ChatResult + + calls["n"] += 1 + if calls["n"] == 1: + message = AIMessage( + content="", + tool_calls=[{"name": "get_weather", "args": {"city": "Karlsruhe"}, "id": "c1"}], + ) + else: + message = AIMessage(content="It is sunny in Karlsruhe.") + return ChatResult(generations=[ChatGeneration(message=message)]) + + ChatWithNextcloud._agenerate = fake_agenerate + try: + model = ChatWithNextcloud() + bound = model.bind_tools([get_weather]) + + async def call_model(state, config): + response = await bound.ainvoke([SystemMessage(content="sys")] + list(state["messages"]), config) + return {"messages": [response]} + + checkpointer = InMemorySaver() + + async def run(): + graph = await get_graph(call_model, safe_tools=[], dangerous_tools=[get_weather], checkpointer=checkpointer) + thread = {"configurable": {"thread_id": "thread-smoke"}} + + async def stream(resume=None): + events = [] + async for event in graph.astream(resume, thread, stream_mode="values"): + events.append(event) + return events + + await stream({"messages": [HumanMessage(content="weather in Karlsruhe?")]}) + snapshot = graph.get_state(thread) + assert snapshot.next == ("dangerous_tools",), f"expected interrupt, got {snapshot.next}" + assert snapshot.values["messages"][-1].tool_calls[0]["name"] == "get_weather" + assert checkpointer.last_config is not None + assert len(checkpointer.storage["thread-smoke"][""]) >= 1 + + await stream(None) + snapshot = graph.get_state(thread) + assert snapshot.next == () + final = snapshot.values["messages"][-1] + assert isinstance(final, AIMessage) + assert final.content == "It is sunny in Karlsruhe." + tool_messages = [m for m in snapshot.values["messages"] if isinstance(m, ToolMessage)] + assert tool_messages and tool_messages[0].content == "sunny in Karlsruhe" + + asyncio.run(run()) + finally: + ChatWithNextcloud._agenerate = real_agenerate + + +if __name__ == "__main__": + failures = 0 + for name, fn in sorted(globals().items()): + if name.startswith("test_") and callable(fn): + try: + fn() + print(f"PASS {name}") + except Exception as exc: + failures += 1 + print(f"FAIL {name}: {exc!r}") + raise SystemExit(1 if failures else 0)