Merge branch 'main' into jdr/uv-check

This commit is contained in:
Josh Rogers
2026-05-28 09:51:36 -04:00
committed by GitHub
73 changed files with 5652 additions and 378 deletions
@@ -0,0 +1,85 @@
name: sdk-py integration test
on:
workflow_call:
secrets:
LANGSMITH_API_KEY:
required: false
DOCKERHUB_USERNAME:
required: false
DOCKERHUB_RO_TOKEN:
required: false
permissions:
contents: read
jobs:
build:
runs-on: ubuntu-latest
name: "sdk-py integration"
defaults:
run:
working-directory: libs/sdk-py
env:
HAS_LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY != '' }}
steps:
- uses: actions/checkout@v6
- name: Set up Python
uses: ./.github/actions/uv_setup
with:
python-version: "3.13"
cache-suffix: sdk-py-integration
working-directory: libs/sdk-py
- name: Login to Docker Hub
uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
if: ${{ !github.event.pull_request.head.repo.fork }}
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_RO_TOKEN }}
- name: Install dependencies
shell: bash
run: uv sync --frozen --group test --no-dev
- name: Skip if LANGSMITH_API_KEY is not available
if: env.HAS_LANGSMITH_API_KEY != 'true'
run: |
echo "LANGSMITH_API_KEY is not set (likely a fork PR). Skipping integration tests."
exit 0
- name: Bring up integration stack
if: env.HAS_LANGSMITH_API_KEY == 'true'
working-directory: libs/sdk-py/integration
env:
LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
run: docker compose up -d --build
- name: Wait for API healthcheck
if: env.HAS_LANGSMITH_API_KEY == 'true'
run: |
for i in $(seq 1 60); do
if curl -sf http://localhost:2024/ok >/dev/null; then
echo "API ready after ${i}s"
exit 0
fi
sleep 2
done
echo "API failed to become healthy within 120s"
docker compose -f libs/sdk-py/integration/docker-compose.yml logs api | tail -100
exit 1
- name: Run integration suite
if: env.HAS_LANGSMITH_API_KEY == 'true'
run: uv run pytest tests/integration/ -m integration
- name: Dump api logs on failure
if: failure() && env.HAS_LANGSMITH_API_KEY == 'true'
working-directory: libs/sdk-py/integration
run: docker compose logs api | tail -200
- name: Tear down stack
if: always() && env.HAS_LANGSMITH_API_KEY == 'true'
working-directory: libs/sdk-py/integration
run: docker compose down -v
+11
View File
@@ -28,6 +28,7 @@ jobs:
outputs:
python: ${{ steps.filter.outputs.python || 'true' }}
deps: ${{ steps.filter.outputs.deps || 'true' }}
sdk_py: ${{ steps.filter.outputs.sdk_py || 'true' }}
steps:
- uses: actions/checkout@v6
- uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4
@@ -47,6 +48,8 @@ jobs:
deps:
- '**/pyproject.toml'
- '**/uv.lock'
sdk_py:
- 'libs/sdk-py/**'
lint:
needs: changes
@@ -156,6 +159,13 @@ jobs:
uses: ./.github/workflows/_integration_test.yml
secrets: inherit
sdk-py-integration-test:
needs: changes
if: needs.changes.outputs.sdk_py == 'true'
name: "sdk-py integration test"
uses: ./.github/workflows/_sdk_integration_test.yml
secrets: inherit
ci_success:
name: "CI Success"
needs:
@@ -166,6 +176,7 @@ jobs:
check-sdk-methods,
check-schema,
integration-test,
sdk-py-integration-test,
]
if: |
always()
+45 -1
View File
@@ -849,6 +849,41 @@ def _upload_to_gcs(signed_url: str, file_path: str, file_size: int) -> None:
# ---------------------------------------------------------------------------
def _resolve_pushed_image_digest(
runner,
*,
remote_image: str,
docker_config_dir: str | None,
verbose: bool,
) -> str:
"""Return ``{registry}/{repo}@sha256:<hex>`` for a freshly-pushed image.
Reads ``RepoDigests`` via ``docker image inspect`` — the local daemon
records the registry's manifest digest there after a successful push.
Falls back to ``remote_image`` with a warning if no matching digest is
found, rather than failing the deploy.
"""
# rsplit preserves ``:port`` in the registry host.
repo_no_tag = remote_image.rsplit(":", 1)[0]
args: list[str] = ["docker"]
if docker_config_dir:
args += ["--config", docker_config_dir]
args += ["image", "inspect", "--format", "{{json .RepoDigests}}", remote_image]
stdout, _ = runner.run(subp_exec(*args, collect=True, verbose=verbose))
try:
digests = json_mod.loads(stdout or "[]") or []
except json_mod.JSONDecodeError:
digests = []
for d in digests:
if isinstance(d, str) and d.startswith(f"{repo_no_tag}@sha256:"):
return d
_get_emitter().warn(
f"Could not resolve image digest for {remote_image}; "
"falling back to the tag-based reference. Re-run with --verbose for details."
)
return remote_image
def _run_local_build(
*,
client: HostBackendClient,
@@ -1015,9 +1050,18 @@ def _run_local_build(
raise
step += 1
resolved_image = _resolve_pushed_image_digest(
runner,
remote_image=remote_image,
docker_config_dir=None,
verbose=verbose,
)
# -- Step: Update deployment --
_log_deploy_step(step, f"Updating deployment {deployment_id}")
updated = client.update_deployment(deployment_id, remote_image, secrets=secrets)
updated = client.update_deployment(
deployment_id, resolved_image, secrets=secrets
)
return BuildResult(
updated=updated if isinstance(updated, dict) else {},
+1 -1
View File
@@ -23,7 +23,7 @@ dependencies = [
path = "langgraph_cli/__init__.py"
[project.optional-dependencies]
inmem = [
"langgraph-api>=0.5.35,<0.9.0 ; python_version >= '3.11'",
"langgraph-api>=0.5.35,<0.10.0 ; python_version >= '3.11'",
"langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
]
@@ -3,6 +3,7 @@ import io
import json
import os
import sys
from unittest.mock import MagicMock
import click
import httpx
@@ -16,6 +17,7 @@ from langgraph_cli.deploy import (
_env_without_deployment_name,
_parse_env_from_config,
_resolve_env_path,
_resolve_pushed_image_digest,
_smith_dashboard_base_url,
normalize_image_tag,
normalize_name,
@@ -532,3 +534,156 @@ class TestSmithDashboardBaseUrl:
_smith_dashboard_base_url("https://custom.example.com")
== "https://smith.langchain.com"
)
class TestResolvePushedImageDigest:
"""Tests for ``_resolve_pushed_image_digest`` — runner is mocked to
return the ``(stdout, stderr)`` tuple that ``subp_exec(collect=True)``
would produce.
"""
@staticmethod
def _runner(stdout: str | None) -> MagicMock:
# Close the unawaited subp_exec coroutine to silence gc warnings.
runner = MagicMock()
def _run(coro, *args, **kwargs):
if hasattr(coro, "close"):
coro.close()
return (stdout, "")
runner.run.side_effect = _run
return runner
def test_happy_path_returns_digest(self):
runner = self._runner('["us-central1-docker.pkg.dev/proj/repo@sha256:abc123"]')
out = _resolve_pushed_image_digest(
runner,
remote_image="us-central1-docker.pkg.dev/proj/repo:latest",
docker_config_dir=None,
verbose=False,
)
assert out == "us-central1-docker.pkg.dev/proj/repo@sha256:abc123"
def test_filters_to_matching_repo(self):
# Same image ID can hold digests for multiple repos — pick the one
# matching the just-pushed repo.
runner = self._runner(
json.dumps(
[
"other-registry.example.com/some/repo@sha256:000000",
"us-central1-docker.pkg.dev/proj/repo@sha256:abc123",
]
)
)
out = _resolve_pushed_image_digest(
runner,
remote_image="us-central1-docker.pkg.dev/proj/repo:v1.2.3",
docker_config_dir=None,
verbose=False,
)
assert out == "us-central1-docker.pkg.dev/proj/repo@sha256:abc123"
def test_empty_repodigests_falls_back_with_warning(self, mocker):
emitter = mocker.MagicMock()
mocker.patch("langgraph_cli.deploy._get_emitter", return_value=emitter)
runner = self._runner("[]")
remote = "us-central1-docker.pkg.dev/proj/repo:latest"
out = _resolve_pushed_image_digest(
runner,
remote_image=remote,
docker_config_dir=None,
verbose=False,
)
assert out == remote
assert emitter.warn.called
assert remote in emitter.warn.call_args.args[0]
def test_null_repodigests_falls_back_with_warning(self, mocker):
# ``docker inspect --format '{{json .RepoDigests}}'`` emits ``null``
# when the field is absent.
emitter = mocker.MagicMock()
mocker.patch("langgraph_cli.deploy._get_emitter", return_value=emitter)
runner = self._runner("null")
remote = "us-central1-docker.pkg.dev/proj/repo:latest"
out = _resolve_pushed_image_digest(
runner,
remote_image=remote,
docker_config_dir=None,
verbose=False,
)
assert out == remote
assert emitter.warn.called
def test_no_matching_repo_falls_back_with_warning(self, mocker):
# No matching digest for the pushed repo — warn and fall back to the
# tag-based ref rather than failing the deploy.
emitter = mocker.MagicMock()
mocker.patch("langgraph_cli.deploy._get_emitter", return_value=emitter)
runner = self._runner('["other-registry.example.com/some/repo@sha256:000000"]')
remote = "us-central1-docker.pkg.dev/proj/repo:latest"
out = _resolve_pushed_image_digest(
runner,
remote_image=remote,
docker_config_dir=None,
verbose=False,
)
assert out == remote
assert emitter.warn.called
def test_registry_with_port_in_host(self):
# Only the rightmost ``:`` (the ``:latest`` tag) should be stripped.
runner = self._runner('["localhost:5000/repo@sha256:deadbeef"]')
out = _resolve_pushed_image_digest(
runner,
remote_image="localhost:5000/repo:latest",
docker_config_dir=None,
verbose=False,
)
assert out == "localhost:5000/repo@sha256:deadbeef"
@staticmethod
def _capturing_runner(stdout: str) -> tuple[MagicMock, dict]:
"""Like ``_runner`` but exposes the coroutine for arg introspection.
Caller must close ``captured["coro"]``.
"""
runner = MagicMock()
captured: dict = {}
def _run(coro, *args, **kwargs):
captured["coro"] = coro
return (stdout, "")
runner.run.side_effect = _run
return runner, captured
def test_passes_docker_config_dir(self):
runner, captured = self._capturing_runner(
'["us-central1-docker.pkg.dev/proj/repo@sha256:abc"]'
)
_resolve_pushed_image_digest(
runner,
remote_image="us-central1-docker.pkg.dev/proj/repo:latest",
docker_config_dir="/tmp/some-cfg",
verbose=False,
)
frame_locals = captured["coro"].cr_frame.f_locals
assert frame_locals["cmd"] == "docker"
assert "--config" in frame_locals["args"]
cfg_idx = frame_locals["args"].index("--config")
assert frame_locals["args"][cfg_idx + 1] == "/tmp/some-cfg"
captured["coro"].close()
def test_omits_docker_config_dir_when_none(self):
runner, captured = self._capturing_runner(
'["us-central1-docker.pkg.dev/proj/repo@sha256:abc"]'
)
_resolve_pushed_image_digest(
runner,
remote_image="us-central1-docker.pkg.dev/proj/repo:latest",
docker_config_dir=None,
verbose=False,
)
frame_locals = captured["coro"].cr_frame.f_locals
assert "--config" not in frame_locals["args"]
captured["coro"].close()
@@ -7,6 +7,7 @@ dependencies = [
"langgraph>=0.6.0,<2",
"langchain-core>=0.2.14",
"shared",
"langgraph-checkpoint-postgres>=3.0.0"
]
[build-system]
@@ -6,6 +6,7 @@ requires-python = ">=3.11"
dependencies = [
"langgraph>=0.6.0,<2",
"langchain-core>=1.3.3",
"langgraph-checkpoint-postgres>=3.0.0"
]
[tool.uv.workspace]
+53
View File
@@ -16,6 +16,7 @@ source = { editable = "apps/agent" }
dependencies = [
{ name = "langchain-core" },
{ name = "langgraph" },
{ name = "langgraph-checkpoint-postgres" },
{ name = "shared" },
]
@@ -23,6 +24,7 @@ dependencies = [
requires-dist = [
{ name = "langchain-core", specifier = ">=0.2.14" },
{ name = "langgraph", specifier = ">=0.6.0,<2" },
{ name = "langgraph-checkpoint-postgres", specifier = ">=3.0.0" },
{ name = "shared", editable = "libs/shared" },
]
@@ -275,6 +277,21 @@ wheels = [
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]
[[package]]
name = "langgraph-checkpoint-postgres"
version = "3.0.5"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "langgraph-checkpoint" },
{ name = "orjson" },
{ name = "psycopg" },
{ name = "psycopg-pool" },
]
sdist = { url = "https://files.pythonhosted.org/packages/95/7a/8f439966643d32111248a225e6cb33a182d07c90de780c4dbfc1e0377832/langgraph_checkpoint_postgres-3.0.5.tar.gz", hash = "sha256:a8fd7278a63f4f849b5cbc7884a15ca8f41e7d5f7467d0a66b31e8c24492f7eb", size = 127856, upload-time = "2026-03-18T21:25:29.785Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/e8/87/b0f98b33a67204bca9d5619bcd9574222f6b025cf3c125eedcec9a50ecbc/langgraph_checkpoint_postgres-3.0.5-py3-none-any.whl", hash = "sha256:86d7040a88fd70087eaafb72251d796696a0a2d856168f5c11ef620771411552", size = 42907, upload-time = "2026-03-18T21:25:28.75Z" },
]
[[package]]
name = "langgraph-prebuilt"
version = "1.0.9"
@@ -446,6 +463,31 @@ wheels = [
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]
[[package]]
name = "psycopg"
version = "3.3.4"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
{ name = "tzdata", marker = "sys_platform == 'win32'" },
]
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[[package]]
name = "psycopg-pool"
version = "3.3.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
]
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[[package]]
name = "pydantic"
version = "2.12.5"
@@ -675,6 +717,15 @@ wheels = [
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]
[[package]]
name = "tzdata"
version = "2026.2"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/ba/19/1b9b0e29f30c6d35cb345486df41110984ea67ae69dddbc0e8a100999493/tzdata-2026.2.tar.gz", hash = "sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10", size = 198254, upload-time = "2026-04-24T15:22:08.651Z" }
wheels = [
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]
[[package]]
name = "urllib3"
version = "2.7.0"
@@ -720,12 +771,14 @@ source = { virtual = "." }
dependencies = [
{ name = "langchain-core" },
{ name = "langgraph" },
{ name = "langgraph-checkpoint-postgres" },
]
[package.metadata]
requires-dist = [
{ name = "langchain-core", specifier = ">=1.3.3" },
{ name = "langgraph", specifier = ">=0.6.0,<2" },
{ name = "langgraph-checkpoint-postgres", specifier = ">=3.0.0" },
]
[[package]]
+414 -303
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@@ -26,11 +26,11 @@ wheels = [
[[package]]
name = "certifi"
version = "2026.2.25"
version = "2026.5.20"
source = { registry = "https://pypi.org/simple" }
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version = "3.11"
version = "3.16"
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[[package]]
@@ -191,7 +191,7 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.3.3"
version = "1.4.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "jsonpatch" },
@@ -204,9 +204,9 @@ dependencies = [
{ name = "typing-extensions" },
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+1 -1
View File
@@ -1094,7 +1094,7 @@ test = [
requires-dist = [
{ name = "click", specifier = ">=8.1.7" },
{ name = "httpx", specifier = ">=0.24.0" },
{ name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.9.0" },
{ name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.10.0" },
{ name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
{ name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
{ name = "pathspec", specifier = ">=0.11.0" },
+1 -1
View File
@@ -1721,7 +1721,7 @@ inmem = [
requires-dist = [
{ name = "click", specifier = ">=8.1.7" },
{ name = "httpx", specifier = ">=0.24.0" },
{ name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.9.0" },
{ name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.10.0" },
{ name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
{ name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
{ name = "pathspec", specifier = ">=0.11.0" },
+48
View File
@@ -0,0 +1,48 @@
# Changelog
## Unreleased
### Added
- **Thread-centric streaming (v3)** — `client.threads.stream()` returns an
`AsyncThreadStream` (or `SyncThreadStream`) context manager that owns one
SSE or WebSocket connection for the lifetime of a thread session.
- **Typed projections** — `thread.messages`, `thread.tool_calls`,
`thread.values`, and `thread.extensions[name]` all share the same underlying
transport connection. Iterating multiple projections concurrently expands the
server-side filter union without opening additional connections.
- **Scoped subgraph handles** — `thread.subgraphs` (alias `thread.subagents`)
yields one `ScopedStreamHandle` per direct child invocation, each exposing
`.messages`, `.tool_calls`, and `.subgraphs` scoped to that namespace.
- **WebSocket transport** — pass `transport="websocket"` to
`client.threads.stream()` to use a WebSocket connection instead of SSE
(async client only).
- **Automatic reconnect** — the shared SSE fan-out and the lifecycle watcher
both reconnect on transport drops, replaying missed events via a `since`
cursor and deduplicating by `event_id`.
- **`thread.agent.get_tree()`** — fetches the assistant graph definition for
the current session's `assistant_id` with optional `xray` depth control.
- **`thread.run.respond()`** — resumes a run after a server-side interrupt,
resolving the outstanding `InterruptPayload` by `interrupt_id`.
- **`thread.output`** — awaitable that resolves to the terminal thread state
`values` dict after the run lifecycle completes.
### Changed
- `client.threads.stream()` now accepts `transport="sse"` (default) or
`transport="websocket"` in place of the previous transport-agnostic default.
### Notes
- The v3 streaming surface (`AsyncThreadStream`, `SyncThreadStream`, and all
projection classes) is **new** in this release. The existing
`client.runs.stream()` (v2) surface is unchanged and remains fully supported.
- `thread_id` is minted client-side (UUIDv4) when not provided; the server
creates the thread row lazily on the first `run.start`.
+118
View File
@@ -0,0 +1,118 @@
# Migration Guide: v2 → v3 Streaming
`client.runs.stream()` (v2) remains fully supported. This guide covers how to
adopt the new `client.threads.stream()` (v3) surface when you want typed
projections, shared SSE fan-out, or WebSocket transport.
## Minimal before/after
**v2 — `client.runs.stream()`**
```python
from langgraph_sdk import get_client
client = get_client()
thread = await client.threads.create()
async for chunk in client.runs.stream(
thread["thread_id"],
"agent",
input={"messages": [{"role": "user", "content": "hello"}]},
stream_mode="messages",
):
print(chunk.event, chunk.data)
```
**v3 — `client.threads.stream()`**
```python
from langgraph_sdk import get_client
import asyncio
client = get_client()
async with client.threads.stream(assistant_id="agent") as thread:
await thread.run.start(input={"messages": [{"role": "user", "content": "hello"}]})
async for stream in thread.messages:
print(await stream.text)
```
## Key differences
| | v2 `client.runs.stream()` | v3 `client.threads.stream()` |
|---|---|---|
| Thread creation | Explicit `client.threads.create()` | Lazy (minted client-side if omitted) |
| Connection per run | Yes | No — shared SSE for the session |
| Typed projections | No (raw `StreamPart`) | Yes (`messages`, `tool_calls`, `values`, …) |
| Subgraph streaming | Not supported | `thread.subgraphs` / `thread.subagents` |
| WebSocket transport | No | Yes (`transport="websocket"`, async only) |
| Interrupt handling | Manual polling | `thread.interrupted` / `thread.run.respond()` |
| Terminal state | Included in stream | `await thread.output` |
## Reattaching to an existing thread
```python
async with client.threads.stream(
thread_id="existing-thread-id",
assistant_id="agent",
) as thread:
# If the run already completed, thread.output resolves immediately.
result = await thread.output
```
## Consuming multiple projections concurrently
All projections share one SSE connection. Use `asyncio.gather` (or
`asyncio.TaskGroup`) to start multiple consumers before any single projection
has finished — the fan-out task routes events to all subscribers in parallel.
```python
async with client.threads.stream(assistant_id="agent") as thread:
await thread.run.start(input={"messages": [{"role": "user", "content": "hi"}]})
async def collect_messages():
return [s async for s in thread.messages]
async def collect_tool_calls():
return [c async for c in thread.tool_calls]
messages, tool_calls = await asyncio.gather(
collect_messages(),
collect_tool_calls(),
)
```
## Human-in-the-loop (interrupts)
```python
async with client.threads.stream(assistant_id="agent") as thread:
await thread.run.start(input={"messages": [{"role": "user", "content": "book a flight"}]})
# Wait for the run to pause at an interrupt node.
# thread.interrupted becomes True when input.requested arrives.
while not thread.interrupted:
await asyncio.sleep(0.1)
# Resume with a human response (unambiguous when only one interrupt is outstanding).
await thread.run.respond("yes, confirm booking")
result = await thread.output
```
## Sync client
The sync client mirrors the async API without `async`/`await`:
```python
from langgraph_sdk import get_sync_client
client = get_sync_client()
with client.threads.stream(assistant_id="agent") as thread:
thread.run.start(input={"messages": [{"role": "user", "content": "hello"}]})
for stream in thread.messages:
print(stream.text)
```
The sync client uses SSE only (`transport="websocket"` is not supported).
+40
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@@ -33,3 +33,43 @@ input = {"messages": [{"role": "human", "content": "what's the weather in la"}]}
async for chunk in client.runs.stream(thread['thread_id'], agent['assistant_id'], input=input):
print(chunk)
```
## Known Limitations
- **WebSocket transport** requires `websockets>=14` and is only available on the async client (`AsyncThreadStream`). The sync client (`SyncThreadStream`) uses SSE exclusively.
- **`thread.extensions[name]`** opens a new subscription each time the same name is accessed. Assign the projection to a variable and reuse it within a single session rather than re-indexing across multiple iterations.
- **Sync streaming** drives the lifecycle watcher in a background thread. Long-lived sync sessions will hold that thread open until the context manager exits.
- **Reconnect attempts** are limited to 5 by default for both the shared SSE fan-out and the lifecycle watcher. Persistent network partitions will surface as `RuntimeError` on in-flight projections.
## Thread-Centric Streaming (v3)
`client.threads.stream()` returns a context manager that owns the SSE session for one
thread. Typed projections — values snapshots, message streams, tool calls, custom
events — all share the same underlying connection.
```python
from langgraph_sdk import get_client
import asyncio
client = get_client()
async with client.threads.stream(
thread_id="my-thread",
assistant_id="agent",
) as thread:
await thread.run.start(input={"messages": [{"role": "user", "content": "hi"}]})
# Start all consumers concurrently so they share one SSE connection.
async def get_messages():
return [s async for s in thread.messages]
async def get_tool_calls():
return [c async for c in thread.tool_calls]
messages, tool_calls = await asyncio.gather(get_messages(), get_tool_calls())
for stream in messages:
print(await stream.text) # accumulated text
final = await thread.output # terminal state values
```
+27
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@@ -0,0 +1,27 @@
# Thin layer on top of the latest published langgraph-api image.
#
# The base image bundles `langgraph_api`, `langgraph_runtime_postgres`,
# `langgraph_license`, `langgraph_grpc_common`, the Go `core-api-grpc`
# binary, and an entrypoint that starts both the gRPC server and uvicorn
# (`/storage/entrypoint.sh`). It also ships langgraph + langchain-core.
#
# We track the `latest-py3.12` tag rather than pinning a specific revision
# so CI surfaces upstream regressions early. If the base shifts under us,
# `docker compose build` will pick up the new digest on the next run.
#
# The image is the `licensed` variant, so it requires either a real
# `LANGSMITH_API_KEY` or a `LANGGRAPH_CLOUD_LICENSE_KEY` at runtime
# (passed through from the host shell / CI secrets, see docker-compose.yml).
FROM langchain/langgraph-api:latest-py3.12
# Graph dependencies not in the base image. `deepagents` is required for
# the deep_agent graph; the supervisor and researcher use a fake chat
# model (no `langchain-anthropic`) so no LLM API key is needed.
RUN pip install --no-cache-dir \
"langchain>=1.3.0" \
"deepagents>=0.6.2"
# Project graphs + registration config.
COPY graph/ /app/graph/
COPY langgraph.json /app/langgraph.json
@@ -0,0 +1,91 @@
name: langgraph-v3-integration
services:
postgres:
image: pgvector/pgvector:pg16
environment:
POSTGRES_DB: postgres
POSTGRES_USER: postgres
POSTGRES_PASSWORD: postgres
command: ["postgres", "-c", "shared_preload_libraries=vector", "-c", "max_connections=150"]
ports:
- "5443:5432"
healthcheck:
test: pg_isready -U postgres
interval: 5s
timeout: 1s
retries: 5
start_period: 10s
tmpfs:
- /var/lib/postgresql/data
redis:
image: redis:7-alpine
command: redis-server --maxmemory 256mb --maxmemory-policy allkeys-lru
ports:
- "6380:6379"
healthcheck:
test: redis-cli ping
interval: 5s
timeout: 1s
retries: 5
start_period: 2s
tmpfs:
- /data
api:
# Thin layer on top of langchain/langgraph-api:latest-py3.12 —
# see ./Dockerfile. The base image bundles langgraph-api +
# langgraph_runtime_postgres + langgraph_license + the Go core-server,
# so we only add graph deps (deepagents) and the graph files on top.
build:
context: .
dockerfile: Dockerfile
image: langgraph-v3-integration-api:local
depends_on:
postgres:
condition: service_healthy
redis:
condition: service_healthy
environment:
# Database + cache (the production-shape postgres+redis runtime).
# Recent langgraph-api reads DATABASE_URI first and falls back to
# POSTGRES_URI; set both so older code paths also work.
DATABASE_URI: postgres://postgres:postgres@postgres:5432/postgres?sslmode=disable
POSTGRES_URI: postgres://postgres:postgres@postgres:5432/postgres?sslmode=disable
REDIS_URI: redis://redis:6379
LANGGRAPH_RUNTIME_EDITION: postgres
LANGGRAPH_AUTH_TYPE: noop
LANGSMITH_TRACING: "false"
PORT: "8000"
# Required for the v3 thread-centric streaming protocol. Without this
# flag the API falls back to the legacy v2 streaming surface and the
# client's v3 endpoints (POST /threads/{id}/stream/events, /commands,
# etc.) won't be exposed.
FF_OPTIMIZED_STREAMING: "true"
# Tell langgraph-api which graphs to register. The langgraph CLI sets
# this from langgraph.json; we're bypassing the CLI (running uvicorn
# directly) so we set it manually.
LANGSERVE_GRAPHS: '{"agent":"/app/graph/streaming_graph.py:graph","tools_agent":"/app/graph/tools_agent.py:graph","deep_agent":"/app/graph/deep_agent.py:graph"}'
# The published langgraph-api image is the `licensed` variant and
# requires a real LANGSMITH_API_KEY (or LANGGRAPH_CLOUD_LICENSE_KEY)
# at runtime. Passed through from the host shell / CI secrets.
LANGSMITH_API_KEY: ${LANGSMITH_API_KEY:-}
LANGGRAPH_CLOUD_LICENSE_KEY: ${LANGGRAPH_CLOUD_LICENSE_KEY:-}
# Mount the graph + config so edits don't require a rebuild.
volumes:
- ./graph:/app/graph:ro
- ./langgraph.json:/app/langgraph.json:ro
ports:
- "2024:8000"
healthcheck:
test: ["CMD-SHELL", "wget -q -O- http://localhost:8000/ok || exit 1"]
interval: 5s
timeout: 3s
retries: 30
start_period: 30s
@@ -0,0 +1,6 @@
"""Example graphs for v3 streaming integration tests."""
from .deep_agent import graph as deep_agent
from .streaming_graph import graph as streaming_graph
__all__ = ["deep_agent", "streaming_graph"]
@@ -0,0 +1,96 @@
"""Deep-agent variant exercising v3 `thread.subgraphs` properly.
`create_deep_agent` builds a graph whose `task` tool dispatches to one
of its configured `SubAgent`s. When the supervisor's model issues a
`task(subagent_type="researcher", description=...)` tool call, the
sub-agent runs as a nested invocation and the v3 streaming server
emits the subagent's lifecycle, messages, and tool events under a
scoped namespace. That namespace is what `thread.subgraphs` surfaces
as a direct-child `ScopedStreamHandle`.
Both the supervisor and the researcher use `FakeMessagesListChatModel`
with pre-scripted responses so this graph is hermetic. No LLM API keys
are required, and the test is deterministic.
"""
from __future__ import annotations
from typing import Any
from deepagents import create_deep_agent
from deepagents.middleware.subagents import SubAgent
from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel
from langchain_core.messages import AIMessage
class _FakeChatModelWithTools(FakeMessagesListChatModel):
"""`FakeMessagesListChatModel` that accepts `bind_tools(...)` as a no-op.
`create_deep_agent` calls `model.bind_tools(tools)` to expose the `task`
tool to the supervisor. The base `BaseChatModel.bind_tools` raises
`NotImplementedError`. Pre-baked responses in `responses` already carry
the desired `tool_calls`, so we ignore the tools list and return self.
"""
def bind_tools(self, tools: Any, **kwargs: Any) -> _FakeChatModelWithTools:
return self
# Supervisor turn 1: dispatch to the researcher via the `task` tool.
# Supervisor turn 2: emit a final assistant message (no more tool calls),
# which closes the agent loop.
_supervisor_model = _FakeChatModelWithTools(
responses=[
AIMessage(
content="",
id="sup-1",
tool_calls=[
{
"id": "tc-task-1",
"name": "task",
"args": {
"subagent_type": "researcher",
"description": "research v3 streaming",
},
}
],
),
AIMessage(content="Research complete.", id="sup-2"),
]
)
# Researcher turn 1: final message, no tool calls. Closes the subagent loop.
_researcher_model = _FakeChatModelWithTools(
responses=[
AIMessage(
content="v3 streaming is event-typed and thread-centric.", id="res-1"
),
]
)
_researcher: SubAgent = {
"name": "researcher",
"description": (
"Looks up notes on a topic and returns a short summary. "
"Use this when the user wants to research something."
),
"system_prompt": (
"You are a research assistant. Reply with one or two sentences "
"summarising what the user asked about. Do not call any tools."
),
"model": _researcher_model,
}
graph = create_deep_agent(
model=_supervisor_model,
system_prompt=(
"You are a supervisor coordinating a researcher subagent. "
"When the user asks to research anything, call the `task` tool "
"with subagent_type='researcher'."
),
subagents=[_researcher],
name="v3_deep_agent",
)
@@ -0,0 +1,300 @@
"""Example graph exercising the full v3 streaming surface.
Topology:
__start__ -> stream_message -> call_tool -> ask_human -> subgraph -> __end__
Each node is designed to surface a specific v3 channel:
- `stream_message` yields token-by-token AI message chunks (`messages`).
- `call_tool` invokes a tool and emits a tool-call lifecycle (`tools`).
- `ask_human` raises an `interrupt(...)` to test `thread.interrupted` /
`thread.run.respond(...)` (`lifecycle` / `input`).
- `subgraph` is a nested `StateGraph` invoked once so `thread.subgraphs` has
exactly one direct child (`tasks` + `messages` under a namespace).
Extensions: every node calls `get_stream_writer()("progress", {...})` so
`thread.extensions["progress"]` produces deterministic events.
No real LLM is used — message streaming is simulated by yielding a list of
`AIMessageChunk`s from the node. This keeps the integration suite
hermetic.
"""
from __future__ import annotations
import operator
from collections.abc import AsyncIterator, Iterator
from typing import Annotated, Any, TypedDict
from langchain_core.callbacks import (
AsyncCallbackManagerForLLMRun,
CallbackManagerForLLMRun,
)
from langchain_core.language_models.chat_models import BaseChatModel
from langchain_core.messages import AIMessage, AIMessageChunk, BaseMessage, ToolMessage
from langchain_core.outputs import ChatGenerationChunk
from langchain_core.tools import tool
from langgraph.config import get_stream_writer
from langgraph.graph import StateGraph
from langgraph.graph.message import add_messages
from langgraph.stream.transformers import CustomTransformer, UpdatesTransformer
from langgraph.types import interrupt
class _StreamingFakeChatModel(BaseChatModel):
"""Fake ``BaseChatModel`` that streams ``AIMessageChunk``s.
Implements ``_stream`` / ``_astream`` so the v3 chat-model
callback chain (``_aiter_v2_events`` in
``langchain_core/language_models/chat_models.py``) fires
``run_manager.on_stream_event(...)`` per normalized protocol
event. ``StreamMessagesHandlerV2`` -- attached by the langgraph
runtime when ``"messages"`` is in stream_modes -- catches those
callbacks and surfaces them on the v3 wire ``messages`` channel
at root namespace.
The base ``FakeMessagesListChatModel`` would have worked for
``ainvoke`` but raises ``NotImplementedError`` from ``_stream``,
so it can't drive the streaming-callback path. ``GenericFakeChatModel``
implements ``_stream`` but takes an ``Iterator`` that gets
exhausted across invocations.
"""
text: str = "Hello, world!"
message_id: str = "ai-msg-1"
@property
def _llm_type(self) -> str:
return "streaming-fake-chat-model"
def _generate(self, messages, stop=None, run_manager=None, **kwargs):
from langchain_core.outputs import ChatGeneration, ChatResult
return ChatResult(
generations=[
ChatGeneration(message=AIMessage(content=self.text, id=self.message_id))
]
)
def _stream(
self,
messages: list[BaseMessage],
stop: list[str] | None = None,
run_manager: CallbackManagerForLLMRun | None = None,
**kwargs: object,
) -> Iterator[ChatGenerationChunk]:
# Yield content as space-separated word chunks so deltas are
# observable. The final chunk's ``chunk_position="last"`` tells
# the callback chain to emit ``message-finish``.
parts = self.text.split(" ")
for i, part in enumerate(parts):
content = part if i == 0 else " " + part
chunk = AIMessageChunk(content=content, id=self.message_id)
if i == len(parts) - 1:
chunk.chunk_position = "last"
yield ChatGenerationChunk(message=chunk)
async def _astream(
self,
messages: list[BaseMessage],
stop: list[str] | None = None,
run_manager: AsyncCallbackManagerForLLMRun | None = None,
**kwargs: object,
) -> AsyncIterator[ChatGenerationChunk]:
for chunk in self._stream(messages, stop=stop, **kwargs):
yield chunk
_stream_model = _StreamingFakeChatModel()
class AgentState(TypedDict):
"""Top-level state for the agent.
`messages` accumulates AI/tool/user messages via the standard `add_messages`
reducer. `value` is a simple scalar to test the `values` channel.
`items` accumulates list-append updates via `operator.add` so each node
contributes a marker and the terminal state reflects the full path
rather than only the last node's return.
"""
messages: Annotated[list[BaseMessage], add_messages]
value: str
items: Annotated[list[str], operator.add]
@tool
def search(query: str) -> str:
"""Look up `query` in a fake search index."""
return f"result for {query!r}"
# ---------------------------------------------------------------------------
# Nodes
# ---------------------------------------------------------------------------
async def stream_message(state: AgentState) -> dict[str, Any]:
"""Stream an AI message via a fake chat model.
Awaiting ``model.ainvoke(...)`` drives langgraph's chat-model
streaming callbacks (``StreamMessagesHandlerV2`` ->
``MessagesTransformer``), so the v3 ``messages`` channel emits the
normalized delta lifecycle (``message-start`` ->
``content-block-start`` -> ``content-block-delta`` ->
``content-block-finish`` -> ``message-finish``) at root namespace.
Returning the resolved ``AIMessage`` via the messages reducer also
keeps the existing ``values`` snapshots intact.
"""
writer = get_stream_writer()
writer({"name": "progress", "step": "stream_message", "phase": "start"})
# ``astream_events(version="v3")`` drives the chat model's
# ``_aiter_v2_events`` path (``BaseChatModel`` in
# ``langchain_core/language_models/chat_models.py``), which fires
# ``run_manager.on_stream_event(...)`` per normalized protocol
# event (``message-start`` / ``content-block-delta`` /
# ``message-finish``). ``StreamMessagesHandlerV2`` -- attached by
# the langgraph runtime when ``"messages"`` is in stream_modes --
# catches those callbacks and surfaces them on the v3 wire
# ``messages`` channel at root namespace. Plain ``astream(...)``
# does NOT route through this handler.
text_parts: list[str] = []
message_id = "ai-msg-1"
# ``astream_events(version="v3")`` returns an awaitable that resolves
# to the async iterator.
stream = await _stream_model.astream_events([], version="v3")
async for event in stream:
if event.get("event") == "content-block-delta":
delta = event.get("delta") or {}
t = delta.get("text") if isinstance(delta, dict) else None
if isinstance(t, str):
text_parts.append(t)
elif event.get("event") == "message-start":
mid = event.get("id")
if isinstance(mid, str):
message_id = mid
final = AIMessage(content="".join(text_parts), id=message_id)
writer({"name": "progress", "step": "stream_message", "phase": "end"})
return {"messages": [final], "value": "x", "items": ["streamed"]}
def call_tool(state: AgentState) -> dict[str, Any]:
"""Invoke a tool and emit its result as a tool message.
A tool call here exercises the `tools` channel in v3.
"""
writer = get_stream_writer()
writer({"name": "progress", "step": "call_tool", "phase": "start"})
# Hand-roll a tool call so we don't need a model to issue it.
tool_call_id = "tc-1"
ai_with_tool = AIMessage(
content="",
id="ai-msg-2",
tool_calls=[
{
"id": tool_call_id,
"name": "search",
"args": {"query": "v3"},
}
],
)
result = search.invoke({"query": "v3"})
tool_msg = ToolMessage(content=result, tool_call_id=tool_call_id)
writer({"name": "progress", "step": "call_tool", "phase": "end"})
return {
"messages": [ai_with_tool, tool_msg],
"items": ["tool"],
}
def ask_human(state: AgentState) -> dict[str, Any]:
"""Pause the graph and wait for a `thread.run.respond(...)`.
`interrupt(value)` raises a special exception that the runtime catches;
the v3 lifecycle emits `input.requested` with this `value` and the
client must call `thread.run.respond(answer)` to continue.
"""
writer = get_stream_writer()
writer({"name": "progress", "step": "ask_human", "phase": "start"})
answer = interrupt("Are we good?")
writer(
{"name": "progress", "step": "ask_human", "phase": "end", "answer": str(answer)}
)
return {
"messages": [AIMessage(content=f"Human said: {answer}", id="ai-msg-3")],
"items": ["asked"],
}
# ---------------------------------------------------------------------------
# Subgraph (exercises `thread.subgraphs`)
# ---------------------------------------------------------------------------
class SubState(TypedDict):
messages: Annotated[list[BaseMessage], add_messages]
note: str
def sub_node(state: SubState) -> dict[str, Any]:
"""Single node in the subgraph; emits a message and a custom event."""
writer = get_stream_writer()
writer({"name": "progress", "step": "sub_node", "phase": "start"})
msg = AIMessage(content="from subgraph", id="sub-msg-1")
writer({"name": "progress", "step": "sub_node", "phase": "end"})
return {"messages": [msg], "note": "ran"}
_sub_builder = StateGraph(SubState)
_sub_builder.add_node("sub", sub_node)
_sub_builder.set_entry_point("sub")
_sub_builder.set_finish_point("sub")
subgraph = _sub_builder.compile()
def run_subgraph(state: AgentState) -> dict[str, Any]:
"""Invoke the subgraph once so it appears as a direct child handle."""
writer = get_stream_writer()
writer({"name": "progress", "step": "run_subgraph", "phase": "start"})
sub_state = subgraph.invoke({"messages": [], "note": ""})
writer({"name": "progress", "step": "run_subgraph", "phase": "end"})
return {
"messages": sub_state["messages"],
"items": ["sub"],
}
# ---------------------------------------------------------------------------
# Top-level graph
# ---------------------------------------------------------------------------
_builder: StateGraph[AgentState, Any, Any, Any] = StateGraph(AgentState)
_builder.add_node("stream_message", stream_message)
_builder.add_node("call_tool", call_tool)
_builder.add_node("ask_human", ask_human)
_builder.add_node("run_subgraph", run_subgraph)
_builder.set_entry_point("stream_message")
_builder.add_edge("stream_message", "call_tool")
_builder.add_edge("call_tool", "ask_human")
_builder.add_edge("ask_human", "run_subgraph")
_builder.set_finish_point("run_subgraph")
graph = _builder.compile(
name="v3_integration_agent",
# Register transformers so ``custom`` (``get_stream_writer()``) and
# ``updates`` channels emit on the wire. ``MessagesTransformer`` is
# auto-registered by the v3 mux for any graph that streams a chat
# model. ``ValuesTransformer`` / ``LifecycleTransformer`` are also
# always-on natives.
transformers=[CustomTransformer, UpdatesTransformer],
)
@@ -0,0 +1,91 @@
"""create_agent-based example exercising the v3 ``tools`` channel.
`thread.tool_calls` and the underlying ``tools`` channel only emit
events when an actual model issues a tool call through langchain's
agent stack. The synthetic ``streaming_graph.py`` hand-builds
`AIMessage(tool_calls=[...])` and a `ToolMessage` via the messages
reducer — that gets persisted in state but never produces tool-call
telemetry on the wire. This graph fixes that by going through
`create_agent` with a real tool, driven by a `GenericFakeChatModel` so
the test stays hermetic (no `ANTHROPIC_API_KEY` required).
Flow on `run.start`:
1. Supervisor model returns an `AIMessage(tool_calls=[search(query="v3")])`.
2. langchain's tool node executes `search` and produces a `ToolMessage`.
3. Supervisor model returns a final `AIMessage("done.")` to terminate.
The v3 streaming layer surfaces this as `messages` + `tools` channel
events at root namespace.
"""
from __future__ import annotations
from typing import Any
from langchain.agents import create_agent
from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel
from langchain_core.messages import AIMessage
from langchain_core.tools import tool
@tool
def search(query: str) -> str:
"""Look up `query` in a fake search index."""
return f"result for {query!r}"
class _ToolBindingFakeChatModel(FakeMessagesListChatModel):
"""Fake chat model that satisfies `create_agent`'s ``bind_tools`` call.
``create_agent`` calls ``model.bind_tools(tools)`` to attach the tool
schema (``langchain/agents/factory.py:1284``). The base
``FakeMessagesListChatModel`` inherits ``BaseChatModel.bind_tools``,
which raises ``NotImplementedError``. We don't actually need the
bound schema — the fake replays scripted ``AIMessage``s with their
own ``tool_calls`` field — so override ``bind_tools`` as a no-op.
``FakeMessagesListChatModel`` is preferred over
``GenericFakeChatModel`` here because the latter's ``_stream``
breaks the message into content chunks and **drops ``tool_calls``**
when content is empty, causing the v2 streaming path inside
``create_agent`` to raise ``RuntimeError("v2 stream finished
without producing a message")``. ``FakeMessagesListChatModel``
falls back to the default ``_stream`` that yields the whole
message in one chunk, preserving ``tool_calls``.
"""
def bind_tools(self, tools: Any, **kwargs: Any) -> _ToolBindingFakeChatModel:
return self
# Two scripted turns. ``FakeMessagesListChatModel`` cycles through
# ``responses`` (resetting to index 0 after the last) so the graph
# can be run many times without restart; per run, ``create_agent``
# invokes the model exactly twice (once to issue the tool call,
# once after the tool result to produce the terminating answer).
_supervisor_responses: list[AIMessage] = [
AIMessage(
content="",
id="ai-tools-1",
tool_calls=[
{
"id": "tc-1",
"name": "search",
"args": {"query": "v3"},
}
],
),
AIMessage(content="done.", id="ai-tools-2"),
]
_supervisor_model = _ToolBindingFakeChatModel(responses=_supervisor_responses)
graph = create_agent(
model=_supervisor_model,
tools=[search],
system_prompt="You are a research assistant. Use the search tool when asked.",
name="v3_tools_agent",
)
+10
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@@ -0,0 +1,10 @@
{
"$schema": "https://langgra.ph/schema.json",
"dependencies": ["./graph"],
"graphs": {
"agent": "./graph/streaming_graph.py:graph",
"tools_agent": "./graph/tools_agent.py:graph",
"deep_agent": "./graph/deep_agent.py:graph"
},
"env": {}
}
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"""Shared helpers for the v3 streaming integration scripts.
All scripts share the same expectations:
- A `langgraph-api` server is reachable at `BASE_URL` (default
http://localhost:2024 — set by `docker-compose.yml`, which builds
on `langchain/langgraph-api:latest-py3.12`).
- The example graph (`integration/graph/streaming_graph.py:graph`) is
registered under the assistant id `agent` (see `integration/langgraph.json`).
Each script imports `make_async_client()` / `make_sync_client()` from here
to construct the v3 SDK client. Override `BASE_URL` via the
`LANGGRAPH_INTEGRATION_URL` env var if you're running the API elsewhere.
"""
from __future__ import annotations
import asyncio
import contextlib
import os
import threading
from typing import TYPE_CHECKING, Any
import httpx
if TYPE_CHECKING:
from langgraph_sdk._async.threads import ThreadsClient as AsyncThreadsClient
from langgraph_sdk._sync.threads import SyncThreadsClient
BASE_URL = os.environ.get("LANGGRAPH_INTEGRATION_URL", "http://localhost:2024")
ASSISTANT_ID = "agent"
def make_async_client() -> tuple[AsyncThreadsClient, httpx.AsyncClient]:
"""Build an async ThreadsClient pointing at the integration API.
Returns the client and the underlying httpx client so callers can close
it. Typical usage:
```python
threads, raw = make_async_client()
try:
async with threads.stream(...) as thread:
...
finally:
await raw.aclose()
```
"""
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.threads import ThreadsClient
raw = httpx.AsyncClient(base_url=BASE_URL, timeout=30.0)
return ThreadsClient(HttpClient(raw)), raw
def make_sync_client() -> tuple[SyncThreadsClient, httpx.Client]:
"""Build a sync ThreadsClient pointing at the integration API."""
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.threads import SyncThreadsClient
raw = httpx.Client(base_url=BASE_URL, timeout=30.0)
return SyncThreadsClient(SyncHttpClient(raw)), raw
def header(title: str) -> None:
"""Print a section header for script output."""
bar = "=" * (len(title) + 4)
print(f"\n{bar}\n {title}\n{bar}")
def auto_respond_async(thread: Any, response: Any = "yes") -> asyncio.Task[None]:
"""Spawn a background task that responds to the first interrupt and exits.
Opens a private `thread.values` subscription and drains it; the SDK's
`_signal_paused` mechanism pushes the terminal sentinel into the
iterator when `interrupted` flips True, so the loop exits at the
interrupt. The auto-responder then calls `run.respond(...)` and the
foreground iteration sees the rest of the run.
Returns the task so callers can `await` it before tearing down the
stream (recommended) or cancel it.
"""
async def _runner() -> None:
async for _ in thread.values:
if thread.interrupted:
break
if thread.interrupted:
with contextlib.suppress(Exception):
await thread.run.respond(response)
return asyncio.create_task(_runner())
def auto_respond_sync(thread: Any, response: Any = "yes") -> threading.Thread:
"""Sync analogue of `auto_respond_async`."""
def _runner() -> None:
for _ in thread.values:
if thread.interrupted:
break
if thread.interrupted:
with contextlib.suppress(Exception):
thread.run.respond(response)
t = threading.Thread(target=_runner, daemon=True, name="auto-respond")
t.start()
return t
def check_api_reachable() -> None:
"""Fail fast with a helpful message if the API isn't reachable.
Call this at the top of `main()` in each script.
"""
try:
resp = httpx.get(f"{BASE_URL}/ok", timeout=2.0)
resp.raise_for_status()
except Exception as err:
raise SystemExit(
f"\nCannot reach the integration API at {BASE_URL}: {err!r}\n"
f"Did you run `docker compose up -d` from `libs/sdk-py/integration/`?\n"
f"Or set LANGGRAPH_INTEGRATION_URL=... to point elsewhere.\n"
) from err
@@ -0,0 +1,185 @@
"""Exercise mid-run cancellation against the integration API.
Strategy: start a run on a fresh thread, capture the run id, then
cancel via the runs REST client while events are still flowing. The
projection iterator must terminate without hanging, no exception
should escape, and the thread's persisted status must reflect a
non-success terminal state.
The graph normally interrupts at `ask_human`; cancel must take effect
before or after that interrupt, and either way the run must end up in
a non-success state from the server's perspective.
"""
from __future__ import annotations
import asyncio
import contextlib
import threading
import time
from typing import Any
from _common import (
ASSISTANT_ID,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
_CANCEL_GRACE_SECONDS = 10.0
async def _cancel_after_first_event(
runs_client: Any,
thread_id: str,
run_id_future: asyncio.Future[str],
) -> None:
"""Wait for the run id, briefly let events flow, then cancel."""
run_id = await run_id_future
# Allow a beat of events to flow so cancel hits mid-stream rather
# than racing with the run.start handshake.
await asyncio.sleep(0.1)
with contextlib.suppress(Exception):
await runs_client.cancel(thread_id, run_id, wait=False)
async def run_async() -> None:
header("async mid-run cancel")
threads, raw = make_async_client()
# Cancel goes through the runs REST surface, not the stream proxy.
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.runs import RunsClient
runs_client = RunsClient(HttpClient(raw))
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
run_id_future: asyncio.Future[str] = (
asyncio.get_running_loop().create_future()
)
start_result = await thread.run.start(
input={"messages": [], "value": "init", "items": []}
)
run_id = start_result.get("run_id")
assert run_id, f"run.start returned no run_id: {start_result!r}"
run_id_future.set_result(run_id)
canceller = asyncio.create_task(
_cancel_after_first_event(runs_client, thread.thread_id, run_id_future)
)
snapshots: list[dict] = []
started = time.monotonic()
iteration_error: BaseException | None = None
try:
async for snap in thread.values:
snapshots.append(snap)
if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
raise AssertionError(
f"values iterator did not terminate within "
f"{_CANCEL_GRACE_SECONDS}s of cancel"
)
except BaseException as err:
iteration_error = err
await canceller
persisted = await threads.get(thread.thread_id)
status = persisted.get("status")
print(f" snapshots before cancel: {len(snapshots)}")
print(f" thread.thread_id={thread.thread_id}")
print(f" iteration_error={iteration_error!r}")
print(f" persisted status={status!r}")
assert iteration_error is None, (
f"values iterator raised after cancel: {iteration_error!r}"
)
assert status != "success", (
f"expected non-success terminal status after cancel, got {status!r}"
)
finally:
await raw.aclose()
def _cancel_after_first_event_sync(
runs_client: Any,
thread_id: str,
run_id_event: threading.Event,
run_id_holder: dict[str, str],
) -> None:
run_id_event.wait(timeout=10.0)
run_id = run_id_holder.get("run_id")
if not run_id:
return
time.sleep(0.1)
with contextlib.suppress(Exception):
runs_client.cancel(thread_id, run_id, wait=False)
def run_sync() -> None:
header("sync mid-run cancel")
threads, raw = make_sync_client()
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.runs import SyncRunsClient
runs_client = SyncRunsClient(SyncHttpClient(raw))
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
run_id_event = threading.Event()
run_id_holder: dict[str, str] = {}
start_result = thread.run.start(
input={"messages": [], "value": "init", "items": []}
)
run_id = start_result.get("run_id")
assert run_id, f"run.start returned no run_id: {start_result!r}"
run_id_holder["run_id"] = run_id
run_id_event.set()
canceller = threading.Thread(
target=_cancel_after_first_event_sync,
args=(runs_client, thread.thread_id, run_id_event, run_id_holder),
daemon=True,
name="cancel-worker",
)
canceller.start()
snapshots: list[dict] = []
started = time.monotonic()
iteration_error: BaseException | None = None
try:
for snap in thread.values:
snapshots.append(snap)
if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
raise AssertionError(
f"values iterator did not terminate within "
f"{_CANCEL_GRACE_SECONDS}s of cancel"
)
except BaseException as err:
iteration_error = err
canceller.join(timeout=5)
persisted = threads.get(thread.thread_id)
status = persisted.get("status")
print(f" snapshots before cancel: {len(snapshots)}")
print(f" thread.thread_id={thread.thread_id}")
print(f" iteration_error={iteration_error!r}")
print(f" persisted status={status!r}")
assert iteration_error is None, (
f"values iterator raised after cancel: {iteration_error!r}"
)
assert status != "success", (
f"expected non-success terminal status after cancel, got {status!r}"
)
finally:
with contextlib.suppress(Exception):
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,128 @@
"""Exercise concurrent `threads.stream()` against the integration API.
Two distinct threads.stream() contexts run in parallel against the same
client. Each context is independent (different thread_id minted by the
SDK, separate controller, separate auto-responder). Invariants:
1. Both runs reach the canonical terminal state independently
(`items == ['streamed','tool','asked','sub']`).
2. Their thread_ids differ (no thread-id collision when minting client-side).
3. Neither raises during iteration.
This catches regressions where the two streams might share controller
state or where minted ids could collide under concurrent ``__aenter__``.
"""
from __future__ import annotations
import asyncio
import contextlib
import threading
from typing import Any
from _common import (
ASSISTANT_ID,
auto_respond_async,
auto_respond_sync,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
_EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
async def _drive_one_async(threads: Any, label: str) -> dict[str, Any]:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
responder = auto_respond_async(thread)
# Just drain values until terminal; we only care about the final state.
async for _ in thread.values:
pass
await responder
final = await thread.output
print(f" [{label}] thread_id={thread.thread_id} items={final.get('items')!r}")
return {"thread_id": thread.thread_id, "items": final.get("items")}
async def run_async() -> None:
header("async concurrent threads.stream (x2)")
threads, raw = make_async_client()
try:
results = await asyncio.gather(
_drive_one_async(threads, "A"),
_drive_one_async(threads, "B"),
)
a, b = results
assert a["items"] == _EXPECTED_TERMINAL_ITEMS, (
f"stream A failed to reach terminal: {a!r}"
)
assert b["items"] == _EXPECTED_TERMINAL_ITEMS, (
f"stream B failed to reach terminal: {b!r}"
)
assert a["thread_id"] != b["thread_id"], (
f"concurrent streams collided on thread_id {a['thread_id']!r}"
)
finally:
await raw.aclose()
def _drive_one_sync(
threads: Any, label: str, results: dict[str, dict[str, Any]]
) -> None:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
responder = auto_respond_sync(thread)
for _ in thread.values:
pass
responder.join(timeout=10)
final = thread.output
print(f" [{label}] thread_id={thread.thread_id} items={final.get('items')!r}")
results[label] = {"thread_id": thread.thread_id, "items": final.get("items")}
def run_sync() -> None:
header("sync concurrent threads.stream (x2)")
threads, raw = make_sync_client()
try:
results: dict[str, dict[str, Any]] = {}
workers = [
threading.Thread(
target=_drive_one_sync,
args=(threads, label, results),
daemon=True,
name=f"sync-stream-{label}",
)
for label in ("A", "B")
]
for w in workers:
w.start()
for w in workers:
w.join(timeout=60)
assert not w.is_alive(), f"worker {w.name} did not finish within 60s"
a = results.get("A")
b = results.get("B")
assert a is not None and a["items"] == _EXPECTED_TERMINAL_ITEMS, (
f"stream A failed to reach terminal: {a!r}"
)
assert b is not None and b["items"] == _EXPECTED_TERMINAL_ITEMS, (
f"stream B failed to reach terminal: {b!r}"
)
assert a["thread_id"] != b["thread_id"], (
f"concurrent streams collided on thread_id {a['thread_id']!r}"
)
finally:
with contextlib.suppress(Exception):
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,67 @@
"""Exercise `thread.extensions[name]` against the integration API.
Every node in the example graph writes `("progress", {...})` via
`get_stream_writer`. This script verifies the `extensions["progress"]`
projection yields each progress event in order.
"""
from __future__ import annotations
import asyncio
from _common import (
ASSISTANT_ID,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
async def run_async() -> None:
header("async extensions[progress]")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
events: list[dict] = []
async for event in thread.extensions["progress"]:
print(f" progress: {event!r}")
events.append(event)
print(f" total progress events: {len(events)}")
assert events, "expected at least one progress event"
# Verify ordering covers the node sequence.
steps = [e.get("step") for e in events]
print(f" step sequence: {steps}")
finally:
await raw.aclose()
def run_sync() -> None:
header("sync extensions[progress]")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
events: list[dict] = []
for event in thread.extensions["progress"]:
print(f" progress: {event!r}")
events.append(event)
print(f" total progress events: {len(events)}")
assert events, "expected at least one progress event"
steps = [e.get("step") for e in events]
print(f" step sequence: {steps}")
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,67 @@
"""Exercise helper methods on `thread` against the integration API.
Covers `thread.agent.get_tree(xray=...)` and the extensions cache.
"""
from __future__ import annotations
import asyncio
from _common import (
ASSISTANT_ID,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
async def run_async() -> None:
header("async helpers (agent.get_tree, extensions cache)")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
tree = await thread.agent.get_tree()
print(f" get_tree() returned: nodes={list(tree.get('nodes', []))[:5]} ...")
assert tree, "expected non-empty tree"
tree_xray = await thread.agent.get_tree(xray=True)
print(f" get_tree(xray=True) returned keys: {list(tree_xray)[:5]}")
# Extensions cache: same name returns same projection instance.
a = thread.extensions["progress"]
b = thread.extensions["progress"]
assert a is b, "expected cached _ExtensionProjection on repeated access"
print(" extensions cache: OK (same projection instance reused)")
finally:
await raw.aclose()
def run_sync() -> None:
header("sync helpers (agent.get_tree, extensions cache)")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
tree = thread.agent.get_tree()
print(f" get_tree() returned: nodes={list(tree.get('nodes', []))[:5]} ...")
assert tree, "expected non-empty tree"
tree_xray = thread.agent.get_tree(xray=True)
print(f" get_tree(xray=True) returned keys: {list(tree_xray)[:5]}")
a = thread.extensions["progress"]
b = thread.extensions["progress"]
assert a is b, "expected cached _ExtensionProjection on repeated access"
print(" extensions cache: OK (same projection instance reused)")
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,97 @@
"""Exercise lifecycle state + `thread.run.respond(...)` against the integration API.
The example graph's `ask_human` node calls `interrupt("Are we good?")`. This
script:
1. Starts a run.
2. Waits until `thread.interrupted` becomes True (an `input.requested`
lifecycle event lands).
3. Inspects `thread.interrupts` to see the outstanding payload.
4. Calls `thread.run.respond("yes")` to resume.
5. Awaits `thread.output` for the final state.
"""
from __future__ import annotations
import asyncio
from _common import (
ASSISTANT_ID,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
async def run_async() -> None:
header("async lifecycle + respond")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
# Drain values until interrupt fires. (`thread.values` ends when
# the run terminates OR when the run is paused on an interrupt;
# the latter sets `thread.interrupted` mid-iteration.)
saw_interrupt = False
async for _snap in thread.values:
if thread.interrupted:
saw_interrupt = True
break
print(f" thread.interrupted = {thread.interrupted}")
print(f" thread.interrupts = {thread.interrupts!r}")
assert thread.interrupted, "expected an interrupt before the run completed"
assert thread.interrupts, "expected interrupts list to be populated"
await thread.run.respond("yes")
final = await thread.output
print(f" final output items: {final.get('items')!r}")
assert "asked" in final.get("items", []), (
"expected ask_human to have run after respond"
)
print(f" saw_interrupt before respond = {saw_interrupt}")
finally:
await raw.aclose()
def run_sync() -> None:
header("sync lifecycle + respond")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
saw_interrupt = False
for _snap in thread.values:
if thread.interrupted:
saw_interrupt = True
break
print(f" thread.interrupted = {thread.interrupted}")
print(f" thread.interrupts = {thread.interrupts!r}")
assert thread.interrupted, "expected an interrupt before the run completed"
assert thread.interrupts, "expected interrupts list to be populated"
thread.run.respond("yes")
final = thread.output
print(f" final output items: {final.get('items')!r}")
assert "asked" in final.get("items", []), (
"expected ask_human to have run after respond"
)
print(f" saw_interrupt before respond = {saw_interrupt}")
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,83 @@
"""Exercise `thread.messages` against the integration API.
The ``stream_message`` node in ``streaming_graph`` invokes a fake
``FakeMessagesListChatModel`` whose ``_stream`` callbacks drive
langgraph's ``StreamMessagesHandlerV2`` -> ``MessagesTransformer``,
so the v3 ``messages`` channel emits the normalized delta lifecycle
(``message-start`` -> ``content-block-start`` ->
``content-block-delta`` -> ``content-block-finish`` ->
``message-finish``) at root namespace.
Pattern note: drain the outer iterator first (list comprehension)
before consuming each handle's chunks -- the outer iterator yields
on ``message-start`` but the inner ``chunk`` stream only completes
when ``message-finish`` is processed by the outer iter. Iterating
chunks while the outer is suspended at ``yield`` deadlocks.
"""
from __future__ import annotations
import asyncio
from _common import (
ASSISTANT_ID,
auto_respond_async,
auto_respond_sync,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
async def run_async() -> None:
header("async messages")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
# Graph interrupts at `ask_human`; background responder
# unblocks so terminal lifecycle fires and the messages
# iterator exits cleanly.
responder = auto_respond_async(thread)
streams = [s async for s in thread.messages]
await responder
print(f" total streams: {len(streams)}")
for stream in streams:
text = "".join([t async for t in stream.text])
msg_id = getattr(stream, "message_id", None) or "?"
print(f" message {msg_id}: {text!r}")
assert streams, "expected at least one streamed message"
finally:
await raw.aclose()
def run_sync() -> None:
header("sync messages")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
responder = auto_respond_sync(thread)
streams = list(thread.messages)
responder.join(timeout=5)
print(f" total streams: {len(streams)}")
for stream in streams:
text = "".join(list(stream.text))
msg_id = getattr(stream, "message_id", None) or "?"
print(f" message {msg_id}: {text!r}")
assert streams, "expected at least one streamed message"
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,197 @@
"""Exercise stream-handle close + recovery against the integration API.
The SDK's "reconnect on transport drop" code path (controller
`_reconnect_shared_stream`) only fires when `shared.done` resolves to a
non-cancelled error — i.e. genuine network/server failures, not graceful
client-initiated closes. Reliably faking such an error against a real
server is brittle, so this script asserts the next-strongest invariant:
**a client-initiated stream close mid-iteration must not corrupt durable
state**.
Concretely:
1. Start the run; let the auto-responder unblock the interrupt.
2. Drop the shared SSE handle after the first snapshot.
3. The values projection iterator may end early (the close drains the
sub queue with `None`), but `thread.output` must still resolve to the
canonical terminal state via the REST fallback path.
4. No exception escapes the iteration.
We also instrument `_dedup_iter` to count any duplicate event_ids and
print the counter for visibility. A future regression that
double-delivers events through the controller would surface here.
"""
from __future__ import annotations
import asyncio
import contextlib
import functools
from typing import Any
from _common import (
ASSISTANT_ID,
auto_respond_async,
auto_respond_sync,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
_EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
def _instrument_dedup_async(controller: Any) -> dict[str, int]:
"""Wrap `_dedup_iter` so duplicate event_ids are counted."""
counter = {"drops": 0, "yields": 0}
original = controller._dedup_iter.__func__ # type: ignore[attr-defined]
@functools.wraps(original)
async def _counted(self, source): # type: ignore[no-untyped-def]
async for event in source:
event_id = event.get("event_id")
if event_id is not None:
if event_id in self._seen_event_ids:
counter["drops"] += 1
continue
self._seen_event_ids.add(event_id)
counter["yields"] += 1
yield event
controller._dedup_iter = _counted.__get__(controller, type(controller))
return counter
def _instrument_dedup_sync(controller: Any) -> dict[str, int]:
counter = {"drops": 0, "yields": 0}
original = controller._dedup_iter.__func__ # type: ignore[attr-defined]
@functools.wraps(original)
def _counted(self, source): # type: ignore[no-untyped-def]
for event in source:
event_id = event.get("event_id")
if event_id is not None:
if event_id in self._seen_event_ids:
counter["drops"] += 1
continue
self._seen_event_ids.add(event_id)
counter["yields"] += 1
yield event
controller._dedup_iter = _counted.__get__(controller, type(controller))
return counter
async def run_async() -> None:
header("async stream-close mid-iteration (terminal state via REST)")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
counter = _instrument_dedup_async(thread)
await thread.run.start(input={"messages": [], "value": "init", "items": []})
responder = auto_respond_async(thread)
snapshots: list[dict] = []
dropped = False
iteration_error: BaseException | None = None
try:
async for snap in thread.values:
snapshots.append(snap)
if not dropped and thread._shared_stream is not None:
print(f" dropping shared stream (cursor={thread._cursor})...")
await thread._shared_stream.close()
dropped = True
except BaseException as err:
iteration_error = err
await responder
final = await thread.output
print(f" snapshots seen before drop: {len(snapshots)}")
print(f" final items={final.get('items')!r}")
print(f" dedup drops={counter['drops']} yields={counter['yields']}")
print(f" iteration_error={iteration_error!r}")
assert dropped, "expected to drop the shared stream during iteration"
assert snapshots, "expected at least one snapshot before the drop"
assert iteration_error is None, (
f"values iterator raised on stream close: {iteration_error!r}"
)
assert final.get("items") == _EXPECTED_TERMINAL_ITEMS, (
f"terminal state not reached via REST after drop: "
f"items={final.get('items')!r}"
)
assert counter["drops"] == 0, (
f"unexpected dedup activity (drops={counter['drops']}); "
"no rotation occurred so no overlap was expected"
)
finally:
await raw.aclose()
def run_sync() -> None:
header("sync stream-close mid-iteration (terminal state via REST)")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
controller = thread._controller
counter = _instrument_dedup_sync(controller)
thread.run.start(input={"messages": [], "value": "init", "items": []})
responder = auto_respond_sync(thread)
snapshots: list[dict] = []
dropped = False
iteration_error: BaseException | None = None
try:
for snap in thread.values:
snapshots.append(snap)
if (
not dropped
and controller is not None
and controller._shared_stream is not None
):
print(
f" dropping shared stream (cursor={controller._cursor})..."
)
controller._shared_stream.close()
dropped = True
except BaseException as err:
iteration_error = err
responder.join(timeout=10)
final = thread.output
print(f" snapshots seen before drop: {len(snapshots)}")
print(f" final items={final.get('items')!r}")
print(f" dedup drops={counter['drops']} yields={counter['yields']}")
print(f" iteration_error={iteration_error!r}")
assert dropped, "expected to drop the shared stream during iteration"
assert snapshots, "expected at least one snapshot before the drop"
assert iteration_error is None, (
f"values iterator raised on stream close: {iteration_error!r}"
)
assert final.get("items") == _EXPECTED_TERMINAL_ITEMS, (
f"terminal state not reached via REST after drop: "
f"items={final.get('items')!r}"
)
assert counter["drops"] == 0, (
f"unexpected dedup activity (drops={counter['drops']}); "
"no rotation occurred so no overlap was expected"
)
finally:
with contextlib.suppress(Exception):
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,107 @@
"""Exercise `thread.subgraphs` against both example graphs.
Two passes:
1. `agent` (plain `StateGraph`): the parent calls a nested subgraph via
`subgraph.invoke(...)` from a node. This may or may not surface as a
v3 scoped child handle depending on how the server emits namespaces
for nested invokes — included so we can compare behavior.
2. `deep_agent`: built with `create_deep_agent` + one `SubAgent`. The
supervisor's model is scripted to issue a `task(researcher, ...)`
call, which IS the path that produces a proper scoped child handle
on `thread.subgraphs`. This is the canonical exercise for the v3
scoped-subgraph surface.
"""
from __future__ import annotations
import asyncio
from _common import check_api_reachable, header, make_async_client, make_sync_client
async def _drain_subgraphs(thread) -> list:
"""Drain ``thread.subgraphs`` to a list of {path, messages} dicts.
The outer subgraphs iterator must complete before we deep-iterate
each handle's ``messages`` projection -- the same nested-iteration
deadlock pattern as ``thread.tool_calls`` (see
``test_tools.py``). So we first collect handles, then drain
each handle's messages serially.
"""
handles: list = [h async for h in thread.subgraphs]
children: list = []
for child in handles:
print(f" child handle path={child.path}")
# Just count handle paths; deep message iteration on scoped
# handles has its own draining pattern and isn't the goal of
# this test (which exercises subgraph discovery via
# child-namespace ``lifecycle: started``).
children.append({"path": child.path})
return children
def _drain_subgraphs_sync(thread) -> list:
handles = list(thread.subgraphs)
children: list = []
for child in handles:
print(f" child handle path={child.path}")
children.append({"path": child.path})
return children
async def run_async() -> None:
threads, raw = make_async_client()
try:
header("async subgraphs / agent (plain StateGraph)")
async with threads.stream(assistant_id="agent") as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
children = await _drain_subgraphs(thread)
print(f" agent: total subgraph handles: {len(children)}")
header("async subgraphs / deep_agent (create_deep_agent + SubAgent)")
async with threads.stream(assistant_id="deep_agent") as thread:
await thread.run.start(
input={
"messages": [{"role": "user", "content": "research the v3 spec"}]
},
)
children = await _drain_subgraphs(thread)
print(f" deep_agent: total subgraph handles: {len(children)}")
assert children, "deep_agent should produce at least one direct-child handle"
finally:
await raw.aclose()
def run_sync() -> None:
threads, raw = make_sync_client()
try:
header("sync subgraphs / agent")
with threads.stream(assistant_id="agent") as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
children = _drain_subgraphs_sync(thread)
print(f" agent: total subgraph handles: {len(children)}")
header("sync subgraphs / deep_agent")
with threads.stream(assistant_id="deep_agent") as thread:
thread.run.start(
input={
"messages": [{"role": "user", "content": "research the v3 spec"}]
},
)
children = _drain_subgraphs_sync(thread)
print(f" deep_agent: total subgraph handles: {len(children)}")
assert children, "deep_agent should produce at least one direct-child handle"
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,96 @@
"""Exercise `thread.tool_calls` against the `tools_agent` graph.
`tools_agent` (`graph/tools_agent.py`) wraps a
`FakeMessagesListChatModel` in `create_agent` with a real `search`
tool. The first scripted model turn returns an `AIMessage` with a
`tool_calls=[search(query="v3")]`; langchain's tool node then executes
`search` and surfaces a `ToolMessage`; the second turn returns a final
`AIMessage("done.")` that terminates the agent.
Compared to `test_tool_calls.py` (which targets the synthetic
`streaming_graph` and never produces real tool-call telemetry), this
test verifies the v3 ``tools`` channel actually fires when the
canonical langchain-agent surface is in play.
Pattern note: `thread.tool_calls` yields handles incrementally, but
each handle's `deltas` and `output` are only completed when the
*outer* iterator processes the matching `tool-finished` event. Drain
the outer iterator to completion FIRST (via a list comprehension),
then inspect handles -- this is the same pattern used in
`tests/streaming/test_tool_calls_projection.py`. Iterating
`handle.deltas` while the outer iterator is still suspended at its
`yield` deadlocks.
"""
from __future__ import annotations
import asyncio
from _common import check_api_reachable, header, make_async_client, make_sync_client
TOOLS_ASSISTANT_ID = "tools_agent"
async def run_async() -> None:
header("async tools_agent tool_calls")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
await thread.run.start(
input={"messages": [{"role": "human", "content": "search for v3"}]}
)
# Drain the outer iterator first; lifecycle-terminal triggers
# the None sentinel via the shared SSE fanout once the run
# completes naturally.
handles = [h async for h in thread.tool_calls]
print(f" total handles: {len(handles)}")
for handle in handles:
deltas = [d async for d in handle.deltas]
output = await handle.output
joined = "".join(deltas)
print(
f" tool {handle.name}({handle.tool_call_id}): "
f"args_stream={joined!r} output={output!r}"
)
assert any(h.name == "search" for h in handles), (
"expected `search` tool call"
)
finally:
await raw.aclose()
def run_sync() -> None:
header("sync tools_agent tool_calls")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
thread.run.start(
input={"messages": [{"role": "human", "content": "search for v3"}]}
)
handles = list(thread.tool_calls)
print(f" total handles: {len(handles)}")
for handle in handles:
deltas = list(handle.deltas)
output = handle.output
joined = "".join(deltas)
print(
f" tool {handle.name}({handle.tool_call_id}): "
f"args_stream={joined!r} output={output!r}"
)
assert any(h.name == "search" for h in handles), (
"expected `search` tool call"
)
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,158 @@
"""Exercise `threads.update_state(...)` mid-run against the integration API.
Flow:
1. Stream the canonical graph; `run.start` with `value="init"`.
2. Drain values until the interrupt fires at `ask_human`.
3. Call `threads.update_state(thread_id, {"value": "patched"})` to mutate
the persisted state while the run is paused.
4. Read state back via `threads.get_state(thread_id)` and assert
`state["values"]["value"] == "patched"`.
Why no respond afterwards: in langgraph-api, `update_state` against an
interrupted thread commits a new checkpoint that consumes the
outstanding interrupt. A subsequent `run.respond(...)` then fails with
`no_such_interrupt`. The meaningful integration invariant here is just
that the REST mutation lands on the same persisted thread the streaming
proxy was driving (no thread_id drift between client and server).
"""
from __future__ import annotations
import asyncio
import contextlib
import time
from _common import (
ASSISTANT_ID,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
from langgraph_sdk.errors import ConflictError
_PATCHED_VALUE = "patched"
_UPDATE_STATE_RETRY_BUDGET = 5.0
async def _update_state_with_retry_async(threads, thread_id: str, values: dict) -> None:
"""Retry update_state on ConflictError until the server's run row settles.
`thread.interrupted` flips when the client sees the `input.requested`
lifecycle event, which can land before the server commits the run row
to a non-busy state. Retry with backoff for a few seconds.
"""
delay = 0.05
deadline = asyncio.get_running_loop().time() + _UPDATE_STATE_RETRY_BUDGET
last_err: Exception | None = None
while asyncio.get_running_loop().time() < deadline:
try:
await threads.update_state(thread_id, values)
return
except ConflictError as err:
last_err = err
await asyncio.sleep(delay)
delay = min(delay * 2, 0.5)
raise AssertionError(
f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
)
def _update_state_with_retry_sync(threads, thread_id: str, values: dict) -> None:
delay = 0.05
deadline = time.monotonic() + _UPDATE_STATE_RETRY_BUDGET
last_err: Exception | None = None
while time.monotonic() < deadline:
try:
threads.update_state(thread_id, values)
return
except ConflictError as err:
last_err = err
time.sleep(delay)
delay = min(delay * 2, 0.5)
raise AssertionError(
f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
)
async def run_async() -> None:
header("async update_state during interrupt")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
async for _ in thread.values:
if thread.interrupted:
break
assert thread.interrupted, "expected interrupt before update_state"
pre_state = await threads.get_state(thread.thread_id)
pre_value = (pre_state.get("values") or {}).get("value")
print(f" pre-update value={pre_value!r}")
# `stream_message` overwrites value="init" with value="x" before the
# interrupt; verify we're starting from the expected pre-update state.
assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
await _update_state_with_retry_async(
threads, thread.thread_id, {"value": _PATCHED_VALUE}
)
post_state = await threads.get_state(thread.thread_id)
post_values = post_state.get("values") or {}
post_value = post_values.get("value")
print(f" thread_id={thread.thread_id}")
print(f" post-update value={post_value!r}")
assert post_value == _PATCHED_VALUE, (
f"update_state did not persist: value={post_value!r}"
)
finally:
await raw.aclose()
def run_sync() -> None:
header("sync update_state during interrupt")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
for _ in thread.values:
if thread.interrupted:
break
assert thread.interrupted, "expected interrupt before update_state"
pre_state = threads.get_state(thread.thread_id)
pre_value = (pre_state.get("values") or {}).get("value")
print(f" pre-update value={pre_value!r}")
# `stream_message` overwrites value="init" with value="x" before the
# interrupt; verify we're starting from the expected pre-update state.
assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
_update_state_with_retry_sync(
threads, thread.thread_id, {"value": _PATCHED_VALUE}
)
post_state = threads.get_state(thread.thread_id)
post_values = post_state.get("values") or {}
post_value = post_values.get("value")
print(f" thread_id={thread.thread_id}")
print(f" post-update value={post_value!r}")
assert post_value == _PATCHED_VALUE, (
f"update_state did not persist: value={post_value!r}"
)
finally:
with contextlib.suppress(Exception):
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,89 @@
"""Exercise `thread.values` against the integration API.
The integration graph's `ask_human` node interrupts mid-run. The
projection iterators (`thread.values`, `.messages`, `.tool_calls`,
`.subgraphs`) do not terminate on interrupt — they're paused, waiting
for more events. To drain the full run end-to-end we use a background
auto-responder that watches `thread.interrupted` and calls
`thread.run.respond(...)` so the run continues to the terminal.
Run after `docker compose up -d` from `libs/sdk-py/integration/`:
uv run python integration/scripts/test_values.py
"""
from __future__ import annotations
import asyncio
from _common import (
ASSISTANT_ID,
auto_respond_async,
auto_respond_sync,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
async def run_async() -> None:
header("async values")
threads, raw = make_async_client()
try:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
# Background task: respond to the interrupt so the iterator
# eventually sees terminal-completion events.
responder = auto_respond_async(thread)
snapshots: list[dict] = []
async for snap in thread.values:
snapshots.append(snap)
print(
f" values snapshot: items={snap.get('items')!r} value={snap.get('value')!r}"
)
await responder
final = await thread.output
print(f" final output items={final.get('items')!r}")
assert "sub" in final.get("items", []), "expected subgraph to have run"
finally:
await raw.aclose()
def run_sync() -> None:
header("sync values")
threads, raw = make_sync_client()
try:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
responder = auto_respond_sync(thread)
snapshots: list[dict] = []
for snap in thread.values:
snapshots.append(snap)
print(
f" values snapshot: items={snap.get('items')!r} value={snap.get('value')!r}"
)
responder.join(timeout=5)
final = thread.output
print(f" final output items={final.get('items')!r}")
assert "sub" in final.get("items", []), "expected subgraph to have run"
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
@@ -0,0 +1,92 @@
"""Exercise the WebSocket transport against the integration API.
Equivalent to `test_values.py` but with `transport="websocket"`.
"""
from __future__ import annotations
import asyncio
from _common import (
ASSISTANT_ID,
auto_respond_async,
auto_respond_sync,
check_api_reachable,
header,
make_async_client,
make_sync_client,
)
async def run_async() -> None:
header("async websocket transport")
threads, raw = make_async_client()
try:
async with threads.stream(
assistant_id=ASSISTANT_ID,
transport="websocket",
) as thread:
from langgraph_sdk.stream.transport import ProtocolWebSocketTransport
assert isinstance(thread._transport, ProtocolWebSocketTransport), (
f"expected ws transport, got {type(thread._transport).__name__}"
)
await thread.run.start(input={"messages": [], "value": "init", "items": []})
# The graph interrupts at `ask_human`; without a background
# responder the values iterator would pause indefinitely.
responder = auto_respond_async(thread)
snapshots: list[dict] = []
async for snap in thread.values:
snapshots.append(snap)
print(f" ws values snapshot items={snap.get('items')!r}")
await responder
final = await thread.output
print(f" final via ws: items={final.get('items')!r}")
assert "sub" in final.get("items", []), (
"expected subgraph to have run via ws transport"
)
finally:
await raw.aclose()
def run_sync() -> None:
header("sync websocket transport")
threads, raw = make_sync_client()
try:
with threads.stream(
assistant_id=ASSISTANT_ID,
transport="websocket",
) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
responder = auto_respond_sync(thread)
snapshots: list[dict] = []
for snap in thread.values:
snapshots.append(snap)
print(f" ws values snapshot items={snap.get('items')!r}")
responder.join(timeout=5)
final = thread.output
print(f" final via ws: items={final.get('items')!r}")
assert "sub" in final.get("items", []), (
"expected subgraph to have run via ws transport"
)
finally:
raw.close()
def main() -> None:
check_api_reachable()
asyncio.run(run_async())
run_sync()
if __name__ == "__main__":
main()
+240 -18
View File
@@ -3,9 +3,10 @@
`AsyncThreadStream` is an async context manager that owns a
`ProtocolSseTransport` for one thread, dispatches commands (`run.start`,
`run.respond`), exposes typed subscriptions over a single shared SSE
(`subscribe`, `events`), and surfaces lifecycle state (`interrupted`,
`interrupts`) via an always-on lifecycle watcher SSE. Typed projections
(`thread.values`, `thread.messages`, etc.) mirror the v3 protocol surface.
(`subscribe`, `events`), surfaces lifecycle state (`interrupted`,
`interrupts`) via an always-on lifecycle watcher SSE, and provides typed
projections (`thread.values`, `thread.messages`, `thread.tool_calls`,
`thread.extensions`).
Direct port of `libs/sdk/src/client/stream/index.ts`.
"""
@@ -23,7 +24,14 @@ from langchain_core.language_models.chat_model_stream import AsyncChatModelStrea
from langchain_protocol import Event, SubscribeParams
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk.stream.transport import EventStreamHandle, ProtocolSseTransport
from langgraph_sdk.schema import QueryParamTypes
from langgraph_sdk.stream.controller import _SeenEventIds
from langgraph_sdk.stream.transport import (
AsyncProtocolTransport,
EventStreamHandle,
ProtocolSseTransport,
ProtocolWebSocketTransport,
)
class InterruptPayload(TypedDict):
@@ -53,7 +61,8 @@ class _Subscription:
# causes a type error with ty; bare asyncio.Queue is accepted.
# All public protocol channels used by the raw `events` surface.
# All public protocol channels used by the raw `events`/`subscribe` surface.
# Typed projections open narrower channel filters on the shared SSE.
_ALL_CHANNELS: list[str] = [
"values",
"updates",
@@ -85,6 +94,59 @@ def _event_namespace(params_field: Any) -> list[str]:
return list(namespace) if isinstance(namespace, list) else []
_ROOT_TERMINAL_LIFECYCLE_EVENTS = frozenset({"completed", "failed"})
def _is_root_terminal_lifecycle(event: Any) -> bool:
"""Return True for a root-namespace lifecycle event marking run end.
Matches the wire shape ``{method: "lifecycle", params: {namespace: [],
data: {event: "completed" | "failed"}}}``. Subgraph lifecycle events
(non-empty namespace) do not terminate the parent run.
"""
if not isinstance(event, dict):
return False
if event.get("method") != "lifecycle":
return False
params = event.get("params") or {}
if not isinstance(params, dict):
return False
if params.get("namespace") or []:
return False
data = params.get("data") or {}
if not isinstance(data, dict):
return False
return data.get("event") in _ROOT_TERMINAL_LIFECYCLE_EVENTS
class _AgentModule:
"""Assistant graph helpers scoped to one thread stream."""
def __init__(self, owner: AsyncThreadStream) -> None:
self._owner = owner
async def get_tree(
self,
*,
xray: int | bool = False,
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
) -> dict[str, list[dict[str, Any]]]:
if self._owner._closed:
raise RuntimeError("AsyncThreadStream is closed.")
query_params: dict[str, Any] = {}
if xray:
query_params["xray"] = xray
if params:
query_params.update(dict(params))
request_headers = {**self._owner._headers, **dict(headers or {})}
return await self._owner._http.get(
f"/assistants/{self._owner.assistant_id}/graph",
params=query_params,
headers=request_headers or None,
)
class RunModule:
"""Command dispatcher for `run.start`.
@@ -372,9 +434,21 @@ class _MessagesProjection:
else:
key = _message_route_key(data)
stream = active.get(key)
if stream is None and key == "__single__" and len(active) == 1:
# Content-block events (content-block-start /
# content-block-delta / content-block-finish /
# message-finish) don't carry the message ``id``
# on the wire, so ``_message_route_key`` returns
# ``__single__`` while the active stream was
# registered under ``message:<id>``. When exactly
# one stream is active, that mismatch is
# unambiguous -- the events belong to it.
# Events that DO carry an explicit id which
# doesn't match any active stream are still
# dropped (orphan-delta safety, see
# ``test_messages_orphan_delta_without_matching_key_is_dropped``).
stream = next(iter(active.values()))
if stream is None:
# No active stream matches this event's key. Drop rather
# than silently misroute to the only remaining stream.
continue
stream.dispatch(data)
if event_type in ("message-finish", "error"):
@@ -487,12 +561,16 @@ def _is_direct_child(namespace: list[str], scope: tuple[str, ...]) -> bool:
def _subgraph_subscription_params(scope: tuple[str, ...]) -> SubscribeParams:
# Subscribe to tasks + messages + tools without a depth limit so that all
# descendant-namespace events are captured in one SSE and buffered into each
# child handle's inbox. This avoids a second SSE open (and the dedup-set
# conflict that would prevent replaying already-seen event_ids).
# Subscribe to tasks + messages + tools + lifecycle without a depth limit
# so all descendant-namespace events are captured in one SSE and buffered
# into each child handle's inbox. ``lifecycle`` is included so child-
# namespace ``started`` events (the canonical signal for
# ``create_deep_agent``-style subagent discovery, matching JS behavior)
# reach ``_subgraphs_iter``; servers that surface child invocations via
# ``tasks`` events instead are also handled via the existing ``method ==
# "tasks"`` branch.
return {
"channels": ["messages", "tasks", "tools"],
"channels": ["messages", "tasks", "tools", "lifecycle"],
"namespaces": [list(scope)],
}
@@ -542,6 +620,7 @@ class ScopedStreamHandle:
self.tool_calls = _HandleToolCallsProjection(self)
self.subgraphs = _HandleSubgraphsProjection(self)
self.subagents = self.subgraphs
self.extensions = _ExtensionsProjection(thread, namespace=list(path))
def _push_event(self, event: Event) -> None:
"""Route a descendant event into the appropriate channel inbox.
@@ -938,6 +1017,28 @@ class _SubgraphsProjection:
)
active[path] = handle
yield handle
elif (
method == "lifecycle"
and data.get("event") == "started"
and _is_direct_child(namespace, self._scope)
):
# ``create_deep_agent`` and similar surfaces signal
# subagent invocation via a child-namespace
# ``lifecycle: started`` event rather than a ``tasks``
# event. JS does the same (see ``langgraphjs``
# ``stream/handles/subgraphs.ts``).
path = tuple(namespace)
if path not in seen:
seen.add(path)
graph_name, trigger_call_id = _parse_namespace_segment(path[-1])
handle = ScopedStreamHandle(
thread=self._thread,
path=path,
graph_name=graph_name or None,
trigger_call_id=trigger_call_id,
)
active[path] = handle
yield handle
finally:
# Determine terminal status from the parent run's lifecycle result.
# If _run_done resolved as errored, force-complete remaining children
@@ -1136,6 +1237,68 @@ class _ToolCallsProjection:
self._thread._unregister_subscription(sub.id)
class _ExtensionsProjection:
"""Mapping from extension name to custom event payload stream.
Repeated access for the same `name` returns the cached projection so that
callers receive the same subscription handle across multiple references to
`thread.extensions["foo"]` within one session.
"""
def __init__(self, thread: AsyncThreadStream, namespace: list[str]) -> None:
self._thread = thread
self._namespace = namespace
self._cache: dict[str, _ExtensionProjection] = {}
def __getitem__(self, name: str) -> _ExtensionProjection:
if not name:
raise ValueError("extension name must be non-empty.")
if name not in self._cache:
self._cache[name] = _ExtensionProjection(
self._thread, name=name, namespace=self._namespace
)
return self._cache[name]
class _ExtensionProjection:
def __init__(
self,
thread: AsyncThreadStream,
*,
name: str,
namespace: list[str],
) -> None:
self._thread = thread
self._name = name
self._namespace = namespace
def __aiter__(self) -> AsyncIterator[dict[str, Any]]:
return self._iter()
async def _iter(self) -> AsyncGenerator[dict[str, Any], None]:
params: SubscribeParams = {"channels": [f"custom:{self._name}"]}
if self._namespace:
params["namespaces"] = [self._namespace]
sub = self._thread._register_subscription(params)
try:
if self._thread._closed:
return
await self._thread._reconcile_stream(params)
self._thread._ensure_fanout_running()
while True:
item = await sub.queue.get()
if item is None:
return
event_params = item.get("params") or {}
data = (
event_params.get("data") if isinstance(event_params, dict) else None
)
if isinstance(data, dict):
yield data
finally:
self._thread._unregister_subscription(sub.id)
class AsyncThreadStream:
"""Async context manager for one thread's v3 streaming session.
@@ -1153,6 +1316,7 @@ class AsyncThreadStream:
max_queue_size: int = 1024,
run_start_timeout: float | None = None,
explicit_thread_id: bool = False,
transport_kind: Literal["sse", "websocket"] = "sse",
) -> None:
self._http = http
self._headers = dict(headers or {})
@@ -1161,13 +1325,14 @@ class AsyncThreadStream:
self._max_queue_size = max_queue_size
self._run_start_timeout = run_start_timeout
self._explicit_thread_id = explicit_thread_id
self._transport_kind = transport_kind
self._closed = False
self._transport: ProtocolSseTransport | None = None
self._transport: AsyncProtocolTransport | None = None
self._open_handles: list[EventStreamHandle] = []
self._next_command_id = 1
self._next_subscription_id = 1
self._subscriptions: dict[int, _Subscription] = {}
self._seen_event_ids: set[str] = set()
self._seen_event_ids = _SeenEventIds()
self._shared_stream: EventStreamHandle | None = None
self._shared_stream_filter: dict[str, Any] | None = None
self._fanout_task: asyncio.Task[None] | None = None
@@ -1202,12 +1367,14 @@ class AsyncThreadStream:
# them even after the shared SSE has ended (dedup prevents replay).
self._root_messages_inbox: asyncio.Queue[Event | None] | None = None
self.run = RunModule(self)
self.agent = _AgentModule(self)
self.output = _OutputAwaitable(self)
self.values = _ValuesProjection(self)
self.messages = _MessagesProjection(self, namespace=[])
self.tool_calls = _ToolCallsProjection(self, namespace=[])
self.subgraphs = _SubgraphsProjection(self, scope=())
self.subagents = self.subgraphs
self.extensions = _ExtensionsProjection(self, namespace=[])
@property
def _controller(self) -> AsyncThreadStream:
@@ -1221,7 +1388,12 @@ class AsyncThreadStream:
async def __aenter__(self) -> AsyncThreadStream:
if self._closed:
raise RuntimeError("AsyncThreadStream is closed and cannot be re-entered.")
self._transport = ProtocolSseTransport(
transport_cls = (
ProtocolWebSocketTransport
if self._transport_kind == "websocket"
else ProtocolSseTransport
)
self._transport = transport_cls(
client=self._http.client,
thread_id=self.thread_id,
headers=self._headers,
@@ -1333,6 +1505,27 @@ class AsyncThreadStream:
handle._fail(err)
self._active_tool_calls.clear()
def _signal_paused(self) -> None:
"""Wake every active projection iterator on interrupt / run end.
Pushes the terminal sentinel (`None`) into every subscription
queue. Iterators see `None` and return; the shared SSE keeps
running so re-iteration after `run.respond(...)` registers a
fresh subscription and resumes.
`root_messages_inbox` is intentionally NOT signaled here: the
subgraphs projection that populates it is responsible for
pushing the terminal `None` in its own `finally` block, so any
message events it redirected to the inbox land before the
sentinel. Signaling root_inbox here would race the redirection
and could drop messages.
"""
# On a saturated queue the consumer is already behind; the iterator
# will still terminate when it drains to this point.
for sub in list(self._subscriptions.values()):
with contextlib.suppress(asyncio.QueueFull):
sub.queue.put_nowait(None)
def observe_applied_through_seq(self, seq: Any) -> None:
"""Advance the reconnect cursor from a command response meta sequence."""
if isinstance(seq, int) and (self._cursor is None or seq > self._cursor):
@@ -1414,6 +1607,15 @@ class AsyncThreadStream:
for sub in list(self._subscriptions.values()):
if matches_subscription(event, sub.params):
sub.queue.put_nowait(event)
# On root-terminal lifecycle, push the `None` sentinel
# into all subscription queues so projection iterators
# exit when the run ends naturally. Runs on the shared
# SSE so the terminal is processed in seq order with
# the projection events -- any in-flight values /
# tools / messages events for this run are already
# queued before None.
if _is_root_terminal_lifecycle(event):
self._signal_paused()
except Exception:
# Pump errored — fall through to error-handling/reconnect.
pass
@@ -1530,6 +1732,16 @@ class AsyncThreadStream:
]
if extra is not None:
filters.append(dict(extra))
# Always include lifecycle in the shared SSE so the fanout consumer
# sees root-terminal events in seq order with the projection events.
# See `_is_root_terminal_lifecycle` -- the fanout uses it to push
# the `None` sentinel into sub queues when the run ends naturally,
# which is what makes projection iterators exit on a long-lived
# SSE that doesn't EOF after the run. Per-subscription filtering
# (`matches_subscription`) drops lifecycle events for any
# subscription that didn't ask for them, so user-visible queues
# don't see leaked events.
filters.append({"channels": ["lifecycle"]})
return compute_union_filter(filters)
async def _dedup_iter(self, source: AsyncIterator[Event]) -> AsyncIterator[Event]:
@@ -1713,17 +1925,27 @@ class AsyncThreadStream:
else [],
}
async with self._interrupts_lock:
was_interrupted = self.interrupted
self.interrupts.append(payload)
self.interrupted = True
# On the rising edge of `interrupted`, push the terminal
# sentinel into every active projection subscription so their
# iterators exit cleanly. The run is paused — not done — so
# the shared SSE and fanout keep running; a subsequent
# `async for snap in thread.values:` (or any other
# projection) registers a fresh subscription and resumes
# iteration once the consumer calls `run.respond(...)`.
if not was_interrupted:
self._signal_paused()
elif method == "lifecycle":
params = event.get("params") or {}
data = params.get("data") if isinstance(params, dict) else None
phase = data.get("phase") if isinstance(data, dict) else None
phase = data.get("event") if isinstance(data, dict) else None
if phase in ("started", "running"):
# Mark that we have observed an active run so thread.output
# knows a run exists (handles reattach without run.start).
self._run_seen = True
elif phase in ("completed", "errored"):
elif phase in ("completed", "failed"):
# Why: interrupts describe current-run state. Clear on terminal
# lifecycle so a subsequent run.respond() can't fire against a
# stale prior-run interrupt_id. Acquire `_interrupts_lock` so
@@ -1734,7 +1956,7 @@ class AsyncThreadStream:
self.interrupts = []
run_done = self._run_done
if run_done is not None and not run_done.done():
if phase == "errored":
if phase == "failed":
error_msg = (
data.get("error") if isinstance(data, dict) else None
)
+7 -1
View File
@@ -743,6 +743,7 @@ class ThreadsClient:
assistant_id: str,
headers: Mapping[str, str] | None = None,
run_start_timeout: float | None = None,
transport: Literal["sse", "websocket"] = "sse",
) -> AsyncThreadStream:
"""Open a v3 thread-centric streaming session.
@@ -758,15 +759,19 @@ class ThreadsClient:
thread_id: optional explicit thread identifier. Defaults to a
fresh UUIDv4.
assistant_id: assistant the run will use. Required.
headers: optional headers forwarded on every command and SSE
headers: optional headers forwarded on every command and event
request for this stream session.
run_start_timeout: optional seconds to wait for an in-flight
`run.start` before subscribing operations raise
`asyncio.TimeoutError`. Defaults to `None` (wait forever).
transport: event transport to use — `"sse"` (default) or
`"websocket"`.
Returns:
An `AsyncThreadStream` to use as an async context manager.
"""
if transport not in ("sse", "websocket"):
raise ValueError("transport must be 'sse' or 'websocket'.")
return AsyncThreadStream(
http=self.http,
thread_id=thread_id if thread_id is not None else str(uuid.uuid4()),
@@ -774,6 +779,7 @@ class ThreadsClient:
headers=headers,
run_start_timeout=run_start_timeout,
explicit_thread_id=thread_id is not None,
transport_kind=transport,
)
async def join_stream(
+161 -10
View File
@@ -2,9 +2,10 @@
`SyncThreadStream` is a synchronous context manager that owns a
`SyncProtocolSseTransport` for one thread, dispatches commands (`run.start`,
`run.respond`), exposes subscriptions over a single shared SSE, and surfaces
lifecycle state (`interrupted`, `interrupts`) via an always-on lifecycle watcher
thread.
`run.respond`), exposes typed subscriptions over a single shared SSE,
surfaces lifecycle state (`interrupted`, `interrupts`) via an always-on
lifecycle watcher thread, and provides typed projections (`thread.values`,
`thread.messages`, `thread.tool_calls`, `thread.extensions`).
Sync mirror of `libs/sdk-py/langgraph_sdk/_async/stream.py`.
"""
@@ -22,10 +23,13 @@ from langchain_core.language_models.chat_model_stream import ChatModelStream
from langchain_protocol import Event, SubscribeParams
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk.schema import QueryParamTypes
from langgraph_sdk.stream.sync_controller import SyncStreamController, _SyncSubscription
from langgraph_sdk.stream.transport.sync_http import (
from langgraph_sdk.stream.transport import (
SyncEventStreamHandle,
SyncProtocolSseTransport,
SyncProtocolTransport,
SyncProtocolWebSocketTransport,
)
@@ -100,8 +104,11 @@ def _is_direct_child(namespace: list[str], scope: tuple[str, ...]) -> bool:
def _subgraph_subscription_params(scope: tuple[str, ...]) -> SubscribeParams:
# Includes ``lifecycle`` so child-namespace ``started`` events (the
# ``create_deep_agent`` subagent discovery signal, matching JS)
# reach ``_subgraphs_iter`` alongside ``tasks``-based discovery.
return {
"channels": ["messages", "tasks", "tools"],
"channels": ["messages", "tasks", "tools", "lifecycle"],
"namespaces": [list(scope)],
}
@@ -155,6 +162,34 @@ class _BlockingResult:
return self._event.is_set()
class _SyncAgentModule:
"""Assistant graph helpers scoped to one sync thread stream."""
def __init__(self, owner: SyncThreadStream) -> None:
self._owner = owner
def get_tree(
self,
*,
xray: int | bool = False,
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
) -> dict[str, list[dict[str, Any]]]:
if self._owner._closed:
raise RuntimeError("SyncThreadStream is closed.")
query_params: dict[str, Any] = {}
if xray:
query_params["xray"] = xray
if params:
query_params.update(dict(params))
request_headers = {**self._owner._headers, **dict(headers or {})}
return self._owner._http.get(
f"/assistants/{self._owner.assistant_id}/graph",
params=query_params,
headers=request_headers or None,
)
class SyncRunModule:
"""Command dispatcher for `run.start`.
@@ -722,6 +757,7 @@ class SyncScopedStreamHandle:
self.tool_calls = _SyncHandleToolCallsProjection(self)
self.subgraphs = _SyncHandleSubgraphsProjection(self)
self.subagents = self.subgraphs
self.extensions = _SyncExtensionsProjection(thread, namespace=list(path))
def _push_event(self, event: Event) -> None:
"""Route a descendant event into the appropriate channel inbox.
@@ -1090,6 +1126,25 @@ class _SyncSubgraphsProjection:
)
active[path] = handle
yield handle
elif (
method == "lifecycle"
and data.get("event") == "started"
and _is_direct_child(namespace, self._scope)
):
# ``create_deep_agent`` subagent discovery: child-
# namespace ``lifecycle: started`` rather than ``tasks``.
path = tuple(namespace)
if path not in seen:
seen.add(path)
graph_name, trigger_call_id = _parse_namespace_segment(path[-1])
handle = SyncScopedStreamHandle(
thread=self._thread,
path=path,
graph_name=graph_name or None,
trigger_call_id=trigger_call_id,
)
active[path] = handle
yield handle
finally:
# Determine terminal status from the run's lifecycle result.
# If _run_done resolved as errored, force-complete remaining children
@@ -1130,6 +1185,70 @@ class _SyncSubgraphsProjection:
del active[child_path]
class _SyncExtensionsProjection:
"""Mapping from extension name to custom event payload stream.
Repeated access for the same `name` returns the cached projection so that
callers receive the same subscription handle across multiple references to
`thread.extensions["foo"]` within one session.
"""
def __init__(self, thread: SyncThreadStream, namespace: list[str]) -> None:
self._thread = thread
self._namespace = namespace
self._cache: dict[str, _SyncExtensionProjection] = {}
def __getitem__(self, name: str) -> _SyncExtensionProjection:
if not name:
raise ValueError("extension name must be non-empty.")
if name not in self._cache:
self._cache[name] = _SyncExtensionProjection(
self._thread,
name=name,
namespace=self._namespace,
)
return self._cache[name]
class _SyncExtensionProjection:
def __init__(
self,
thread: SyncThreadStream,
*,
name: str,
namespace: list[str],
) -> None:
self._thread = thread
self._name = name
self._namespace = namespace
def __iter__(self) -> Iterator[dict[str, Any]]:
return self._iter()
def _iter(self) -> Iterator[dict[str, Any]]:
params: SubscribeParams = {"channels": [f"custom:{self._name}"]}
if self._namespace:
params["namespaces"] = [self._namespace]
sub = self._thread._register_subscription(params)
try:
if self._thread._closed:
return
self._thread._reconcile_stream(params)
self._thread._ensure_fanout_running()
while True:
item = sub.queue.get()
if item is None:
return
event_params = item.get("params") or {}
data = (
event_params.get("data") if isinstance(event_params, dict) else None
)
if isinstance(data, dict):
yield data
finally:
self._thread._unregister_subscription(sub.id)
class SyncThreadStream:
"""Synchronous context manager for one thread's v3 streaming session.
@@ -1146,6 +1265,7 @@ class SyncThreadStream:
headers: Mapping[str, str] | None = None,
run_start_timeout: float | None = None,
explicit_thread_id: bool = False,
transport_kind: Literal["sse", "websocket"] = "sse",
) -> None:
self._http = http
self._headers = dict(headers or {})
@@ -1153,8 +1273,9 @@ class SyncThreadStream:
self.assistant_id = assistant_id
self._run_start_timeout = run_start_timeout
self._explicit_thread_id = explicit_thread_id
self._transport_kind = transport_kind
self._closed = False
self._transport: SyncProtocolSseTransport | None = None
self._transport: SyncProtocolTransport | None = None
self._controller: SyncStreamController | None = None
self._command_id_lock = threading.Lock()
self._next_command_id = 1
@@ -1170,16 +1291,23 @@ class SyncThreadStream:
self._active_tool_calls: set[SyncToolCallHandle] = set()
self._root_messages_inbox: queue.Queue[Event | None] | None = None
self.run = SyncRunModule(self)
self.agent = _SyncAgentModule(self)
self.values = _SyncValuesProjection(self)
self.messages = _SyncMessagesProjection(self, namespace=[])
self.tool_calls = _SyncToolCallsProjection(self, namespace=[])
self.subgraphs = _SyncSubgraphsProjection(self, scope=())
self.subagents = self.subgraphs
self.extensions = _SyncExtensionsProjection(self, namespace=[])
def __enter__(self) -> SyncThreadStream:
if self._closed:
raise RuntimeError("SyncThreadStream is closed and cannot be re-entered.")
self._transport = SyncProtocolSseTransport(
transport_cls = (
SyncProtocolWebSocketTransport
if self._transport_kind == "websocket"
else SyncProtocolSseTransport
)
self._transport = transport_cls(
client=self._http.client,
thread_id=self.thread_id,
headers=self._headers,
@@ -1298,6 +1426,19 @@ class SyncThreadStream:
handle._fail(err)
self._active_tool_calls.clear()
def _signal_paused(self) -> None:
"""Wake every active projection iterator on interrupt / run end.
Delegates to the shared controller (subscription queues). The
root messages inbox is intentionally NOT signaled here: the
subgraphs projection that populates it is responsible for
pushing the terminal ``None`` in its own ``finally`` block, so
any message events it redirected to the inbox land before the
sentinel. Signaling root_inbox here would race the redirection.
"""
if self._controller is not None:
self._controller.signal_paused()
def subscribe(
self,
channels: list[str],
@@ -1463,20 +1604,30 @@ class SyncThreadStream:
if isinstance(params, dict)
else [],
}
was_interrupted = self.interrupted
self.interrupts.append(payload)
self.interrupted = True
# On the rising edge of `interrupted`, push the terminal
# sentinel into every active projection subscription so their
# iterators exit cleanly. The run is paused — not done — so
# the shared SSE and fanout keep running; a subsequent
# `for snap in thread.values:` (or any other projection)
# registers a fresh subscription and resumes iteration once
# the consumer calls `run.respond(...)`.
if not was_interrupted:
self._signal_paused()
elif method == "lifecycle":
params = event.get("params") or {}
data = params.get("data") if isinstance(params, dict) else None
phase = data.get("phase") if isinstance(data, dict) else None
phase = data.get("event") if isinstance(data, dict) else None
if phase in ("started", "running"):
self._run_seen = True
elif phase in ("completed", "errored"):
elif phase in ("completed", "failed"):
self.interrupted = False
self.interrupts = []
run_done = self._run_done
if run_done is not None and not run_done.done():
if phase == "errored":
if phase == "failed":
error_msg = (
data.get("error") if isinstance(data, dict) else None
)
@@ -731,6 +731,7 @@ class SyncThreadsClient:
assistant_id: str,
headers: Mapping[str, str] | None = None,
run_start_timeout: float | None = None,
transport: Literal["sse", "websocket"] = "sse",
) -> SyncThreadStream:
"""Open a v3 thread-centric streaming session.
@@ -740,10 +741,14 @@ class SyncThreadsClient:
assistant_id: assistant the run will use. Required.
headers: optional headers forwarded on every command and SSE
request for this stream session.
transport: event transport to use, `"sse"` (default) or
`"websocket"`.
Returns:
A `SyncThreadStream` to use as a context manager.
"""
if transport not in ("sse", "websocket"):
raise ValueError("transport must be 'sse' or 'websocket'.")
return SyncThreadStream(
http=self.http,
thread_id=thread_id if thread_id is not None else str(uuid.uuid4()),
@@ -751,6 +756,7 @@ class SyncThreadsClient:
headers=headers,
run_start_timeout=run_start_timeout,
explicit_thread_id=thread_id is not None,
transport_kind=transport,
)
def join_stream(
@@ -22,6 +22,31 @@ from langgraph_sdk.stream.transport import (
_logger = logging.getLogger(__name__)
_ROOT_TERMINAL_LIFECYCLE_EVENTS = frozenset({"completed", "failed"})
def _is_root_terminal_lifecycle(event: Any) -> bool:
"""Return True for a root-namespace lifecycle event marking run end.
Matches the wire shape ``{method: "lifecycle", params: {namespace: [],
data: {event: "completed" | "failed"}}}``. Subgraph lifecycle events
(non-empty namespace) do not terminate the parent run.
"""
if not isinstance(event, dict):
return False
if event.get("method") != "lifecycle":
return False
params = event.get("params") or {}
if not isinstance(params, dict):
return False
if params.get("namespace") or []:
return False
data = params.get("data") or {}
if not isinstance(data, dict):
return False
return data.get("event") in _ROOT_TERMINAL_LIFECYCLE_EVENTS
@dataclass
class _SyncSubscription:
id: int
@@ -78,6 +103,19 @@ class SyncStreamController:
with self._lock:
self._subscriptions.pop(subscription_id, None)
def signal_paused(self) -> None:
"""Wake every active subscription iterator on interrupt (run pause).
Pushes the terminal sentinel (`None`) into every subscription queue.
Iterators see `None` and return; the shared SSE keeps running so
re-iteration after `run.respond(...)` registers a fresh subscription
and resumes.
"""
with self._lock:
subs = list(self._subscriptions.values())
for sub in subs:
sub.queue.put(None)
def reconcile_stream(self, candidate_filter: SubscribeParams) -> None:
if self._run_start_gate is not None and not self._run_start_gate.wait(
timeout=self._run_start_timeout
@@ -136,6 +174,14 @@ class SyncStreamController:
for sub in subscriptions:
if matches_subscription(event, sub.params):
sub.queue.put(event)
# Root-terminal lifecycle: push `None` into all sub
# queues so projection iterators exit when the run
# ends naturally. Terminal is processed in seq order
# on the shared SSE, so in-flight values/tools/
# messages events for this run are already queued
# before None.
if _is_root_terminal_lifecycle(event):
self.signal_paused()
except Exception:
pass # transport drop — attempt reconnect below
@@ -178,6 +224,10 @@ class SyncStreamController:
filters = [dict(sub.params) for sub in self._subscriptions.values()]
if extra is not None:
filters.append(dict(extra))
# Always include lifecycle in the shared SSE filter so `_fanout`
# sees root-terminal events in seq order with the projection
# events. See `_is_root_terminal_lifecycle`.
filters.append({"channels": ["lifecycle"]})
return compute_union_filter(filters)
def observe_applied_through_seq(self, seq: Any) -> None:
@@ -69,7 +69,7 @@ class SyncProtocolWebSocketTransport:
url = build_websocket_url(self._client.base_url, self._stream_path)
handshake_headers = list(websocket_headers(self._default_headers))
cookie_header = _cookie_header(self._client)
cookie_header = _cookie_header(self._client, self._stream_path)
if cookie_header:
handshake_headers.append(("Cookie", cookie_header))
# Pre-enter the WebSocket context manager so close() can reach the socket
@@ -85,7 +85,17 @@ class SyncProtocolWebSocketTransport:
def events() -> Iterator[Event]:
nonlocal stream_error
try:
websocket.send(orjson.dumps(build_event_stream_body(params)).decode())
# Wrap the initial subscribe in a ``subscription.subscribe``
# Protocol command envelope so the server's WS endpoint
# (see ``langgraph-api`` ``api/event_streaming.py``
# ``_thread_websocket``) accepts it. Bare subscribe bodies
# are rejected with ``invalid_argument``.
subscribe_command = {
"id": 1,
"method": "subscription.subscribe",
"params": build_event_stream_body(params),
}
websocket.send(orjson.dumps(subscribe_command).decode())
for raw in websocket:
if closed:
return
@@ -121,9 +131,18 @@ def _decode_frame(raw: str | bytes | bytearray | memoryview) -> Any:
return orjson.loads(bytes(raw))
def _cookie_header(client: httpx.Client) -> str | None:
"""Build a `Cookie` header value from the httpx client's cookie jar."""
cookies = dict(client.cookies)
if not cookies:
def _cookie_header(client: httpx.Client, path: str) -> str | None:
"""Build a `Cookie` header for the WebSocket handshake.
Why pass `path`: `dict(client.cookies)` flattens the entire jar without
domain/path filtering, so cookies set by responses from other origins would
leak to the WS server. We delegate to `httpx.Cookies.set_cookie_header`,
which applies the same `CookieJar` rules httpx uses for regular HTTP
requests, scoping the result to `client.base_url` + `path`.
"""
if not list(client.cookies.jar):
return None
return "; ".join(f"{k}={v}" for k, v in cookies.items())
target = client.base_url.copy_with(path=path)
request = httpx.Request("GET", target)
client.cookies.set_cookie_header(request)
return request.headers.get("Cookie")
@@ -81,7 +81,7 @@ class ProtocolWebSocketTransport:
try:
url = build_websocket_url(self._client.base_url, self._stream_path)
handshake_headers = list(websocket_headers(self._default_headers))
cookie_header = _cookie_header(self._client)
cookie_header = _cookie_header(self._client, self._stream_path)
if cookie_header:
handshake_headers.append(("Cookie", cookie_header))
async with self._connect(
@@ -92,9 +92,22 @@ class ProtocolWebSocketTransport:
) as websocket:
ws_holder["ws"] = websocket
try:
await websocket.send(
orjson.dumps(build_event_stream_body(params)).decode()
)
# The server's WS endpoint (``ApiWebSocketRoute`` in
# ``langgraph-api`` ``api/event_streaming.py``) treats
# every inbound frame as a Protocol command and
# rejects bare subscribe bodies with
# ``invalid_argument``. Wrap the initial subscribe
# in a ``subscription.subscribe`` command envelope.
# The id is constant (one auto-subscribe per WS
# connection); the resulting success response is
# delivered to the event queue and ignored by the
# SDK fanout (no ``method`` field).
subscribe_command = {
"id": 1,
"method": "subscription.subscribe",
"params": build_event_stream_body(params),
}
await websocket.send(orjson.dumps(subscribe_command).decode())
if not ready.done():
ready.set_result(None)
async for raw in websocket:
@@ -188,9 +201,18 @@ def _decode_frame(
return payload
def _cookie_header(client: httpx.AsyncClient) -> str | None:
"""Build a `Cookie` header value from the httpx client's cookie jar."""
cookies = dict(client.cookies)
if not cookies:
def _cookie_header(client: httpx.AsyncClient, path: str) -> str | None:
"""Build a `Cookie` header for the WebSocket handshake.
Why pass `path`: `dict(client.cookies)` flattens the entire jar without
domain/path filtering, so cookies set by responses from other origins would
leak to the WS server. We delegate to `httpx.Cookies.set_cookie_header`,
which applies the same `CookieJar` rules httpx uses for regular HTTP
requests, scoping the result to `client.base_url` + `path`.
"""
if not list(client.cookies.jar):
return None
return "; ".join(f"{k}={v}" for k, v in cookies.items())
target = client.base_url.copy_with(path=path)
request = httpx.Request("GET", target)
client.cookies.set_cookie_header(request)
return request.headers.get("Cookie")
+11 -2
View File
@@ -53,8 +53,11 @@ dev = [
include = ["langgraph_sdk"]
[tool.pytest.ini_options]
addopts = "--strict-markers --strict-config --durations=5 -vv"
addopts = "--strict-markers --strict-config --durations=5 -vv -m 'not integration'"
asyncio_mode = "auto"
markers = [
"integration: end-to-end tests that require a running langgraph-api stack at http://localhost:2024. Excluded from `make test` by default; opt in with `pytest -m integration` (and the autouse fixture skips if the API is unreachable).",
]
[tool.uv]
default-groups = ['dev']
@@ -85,7 +88,13 @@ ignore = [
"B904", # raise without from inside except (sometimes intentional)
"SIM102", # nested if statements (sometimes clearer)
]
per-file-ignores = { "tests/**" = ["S101", "B017"] }
per-file-ignores = { "tests/**" = ["S101", "B017"], "integration/**" = ["S101", "T20", "B017", "ARG001", "ARG002"] }
[tool.ty.src]
# The `integration/` graphs run inside the docker image (with `deepagents`
# and other graph-only deps installed there) and are not part of the SDK
# package surface, so we don't typecheck them in the sdk-py venv.
exclude = ["integration"]
[tool.ty.rules]
no-matching-overload = "ignore"
+69
View File
@@ -0,0 +1,69 @@
"""Shared fixtures for the integration suite.
These tests require a running langgraph-api server at `LANGGRAPH_INTEGRATION_URL`
(defaults to `http://localhost:2024`). Stand it up via the docker stack in
`libs/sdk-py/integration/`:
cd libs/sdk-py/integration && docker compose up -d
The `integration` marker is registered in `pyproject.toml` and excluded by
default in pytest's `addopts`; opt in with `pytest -m integration`.
"""
from __future__ import annotations
import os
from collections.abc import AsyncIterator, Iterator
import httpx
import pytest
BASE_URL = os.environ.get("LANGGRAPH_INTEGRATION_URL", "http://localhost:2024")
ASSISTANT_ID = "agent"
TOOLS_ASSISTANT_ID = "tools_agent"
DEEP_AGENT_ASSISTANT_ID = "deep_agent"
EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
@pytest.fixture(scope="session", autouse=True)
def _require_running_api() -> None:
"""Skip the whole integration suite if the API isn't reachable.
Autouse + session-scoped so a missing stack short-circuits before any
test runs (no per-test connection timeouts piling up).
"""
try:
resp = httpx.get(f"{BASE_URL}/ok", timeout=2.0)
resp.raise_for_status()
except Exception as err:
pytest.skip(
f"langgraph-api not reachable at {BASE_URL}: {err!r}. "
f"Bring up the stack with `cd libs/sdk-py/integration && docker compose up -d`."
)
@pytest.fixture
async def async_threads() -> AsyncIterator[tuple[object, httpx.AsyncClient]]:
"""Build an async ThreadsClient. Yields `(threads, raw_httpx)` so tests can close raw."""
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.threads import ThreadsClient
raw = httpx.AsyncClient(base_url=BASE_URL, timeout=30.0)
try:
yield ThreadsClient(HttpClient(raw)), raw
finally:
await raw.aclose()
@pytest.fixture
def sync_threads() -> Iterator[tuple[object, httpx.Client]]:
"""Build a sync ThreadsClient. Yields `(threads, raw_httpx)` so tests can close raw."""
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.threads import SyncThreadsClient
raw = httpx.Client(base_url=BASE_URL, timeout=30.0)
try:
yield SyncThreadsClient(SyncHttpClient(raw)), raw
finally:
raw.close()
@@ -0,0 +1,120 @@
"""`AssistantsClient` against the integration API.
Covers the CRUD round-trip (create / get / update / delete), search by
metadata, and the graph introspection helpers (`get_graph`,
`get_schemas`). Both async and sync.
"""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
def _async_assistants(raw):
from langgraph_sdk._async.assistants import AssistantsClient
from langgraph_sdk._async.http import HttpClient
return AssistantsClient(HttpClient(raw))
def _sync_assistants(raw):
from langgraph_sdk._sync.assistants import SyncAssistantsClient
from langgraph_sdk._sync.http import SyncHttpClient
return SyncAssistantsClient(SyncHttpClient(raw))
async def test_assistants_crud_async(async_threads) -> None:
_, raw = async_threads
client = _async_assistants(raw)
created = await client.create(
graph_id=ASSISTANT_ID,
metadata={"suite": "integration", "label": "crud-async"},
name="crud-async",
)
aid = created["assistant_id"]
try:
fetched = await client.get(aid)
assert fetched["assistant_id"] == aid
assert fetched["graph_id"] == ASSISTANT_ID
updated = await client.update(
aid, metadata={"suite": "integration", "label": "crud-async-updated"}
)
assert updated["metadata"]["label"] == "crud-async-updated"
results = await client.search(metadata={"label": "crud-async-updated"})
assert any(a["assistant_id"] == aid for a in results)
finally:
await client.delete(aid)
def test_assistants_crud_sync(sync_threads) -> None:
_, raw = sync_threads
client = _sync_assistants(raw)
created = client.create(
graph_id=ASSISTANT_ID,
metadata={"suite": "integration", "label": "crud-sync"},
name="crud-sync",
)
aid = created["assistant_id"]
try:
fetched = client.get(aid)
assert fetched["assistant_id"] == aid
assert fetched["graph_id"] == ASSISTANT_ID
updated = client.update(
aid, metadata={"suite": "integration", "label": "crud-sync-updated"}
)
assert updated["metadata"]["label"] == "crud-sync-updated"
results = client.search(metadata={"label": "crud-sync-updated"})
assert any(a["assistant_id"] == aid for a in results)
finally:
client.delete(aid)
async def test_assistants_graph_introspection_async(async_threads) -> None:
_, raw = async_threads
client = _async_assistants(raw)
# Introspection endpoints require a UUID. langgraph-api auto-creates
# one assistant per registered graph on startup; look it up by graph_id.
matches = await client.search(graph_id=ASSISTANT_ID, limit=1)
assert matches, f"no auto-created assistant for graph_id={ASSISTANT_ID!r}"
aid = matches[0]["assistant_id"]
graph = await client.get_graph(aid)
node_ids = [n["id"] for n in graph.get("nodes", [])]
assert "stream_message" in node_ids
assert "ask_human" in node_ids
graph_xray = await client.get_graph(aid, xray=True)
assert "nodes" in graph_xray and "edges" in graph_xray
schemas = await client.get_schemas(aid)
# Just verify the shape rather than exact field names (server-side
# schema generation may evolve).
assert "state_schema" in schemas
def test_assistants_graph_introspection_sync(sync_threads) -> None:
_, raw = sync_threads
client = _sync_assistants(raw)
matches = client.search(graph_id=ASSISTANT_ID, limit=1)
assert matches, f"no auto-created assistant for graph_id={ASSISTANT_ID!r}"
aid = matches[0]["assistant_id"]
graph = client.get_graph(aid)
node_ids = [n["id"] for n in graph.get("nodes", [])]
assert "stream_message" in node_ids
assert "ask_human" in node_ids
graph_xray = client.get_graph(aid, xray=True)
assert "nodes" in graph_xray and "edges" in graph_xray
schemas = client.get_schemas(aid)
assert "state_schema" in schemas
@@ -0,0 +1,137 @@
"""Mid-run cancellation via `runs.cancel(...)`."""
from __future__ import annotations
import asyncio
import contextlib
import threading
import time
from typing import Any
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
_CANCEL_GRACE_SECONDS = 10.0
async def _cancel_after_first_event(
runs_client: Any,
thread_id: str,
run_id_future: asyncio.Future[str],
) -> None:
run_id = await run_id_future
await asyncio.sleep(0.1)
with contextlib.suppress(Exception):
await runs_client.cancel(thread_id, run_id, wait=False)
async def test_cancel_async(async_threads) -> None:
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.runs import RunsClient
threads, raw = async_threads
runs_client = RunsClient(HttpClient(raw))
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
run_id_future: asyncio.Future[str] = asyncio.get_running_loop().create_future()
start_result = await thread.run.start(
input={"messages": [], "value": "init", "items": []}
)
run_id = start_result.get("run_id")
assert run_id, f"run.start returned no run_id: {start_result!r}"
run_id_future.set_result(run_id)
canceller = asyncio.create_task(
_cancel_after_first_event(runs_client, thread.thread_id, run_id_future)
)
started = time.monotonic()
iteration_error: BaseException | None = None
try:
async for _snap in thread.values:
if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
raise AssertionError(
f"values iterator did not terminate within "
f"{_CANCEL_GRACE_SECONDS}s of cancel"
)
except BaseException as err:
iteration_error = err
await canceller
persisted = await threads.get(thread.thread_id)
status = persisted.get("status")
assert iteration_error is None, (
f"values iterator raised after cancel: {iteration_error!r}"
)
assert status != "success", (
f"expected non-success terminal status after cancel, got {status!r}"
)
def _cancel_after_first_event_sync(
runs_client: Any,
thread_id: str,
run_id_event: threading.Event,
run_id_holder: dict[str, str],
) -> None:
run_id_event.wait(timeout=10.0)
run_id = run_id_holder.get("run_id")
if not run_id:
return
time.sleep(0.1)
with contextlib.suppress(Exception):
runs_client.cancel(thread_id, run_id, wait=False)
def test_cancel_sync(sync_threads) -> None:
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.runs import SyncRunsClient
threads, raw = sync_threads
runs_client = SyncRunsClient(SyncHttpClient(raw))
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
run_id_event = threading.Event()
run_id_holder: dict[str, str] = {}
start_result = thread.run.start(
input={"messages": [], "value": "init", "items": []}
)
run_id = start_result.get("run_id")
assert run_id, f"run.start returned no run_id: {start_result!r}"
run_id_holder["run_id"] = run_id
run_id_event.set()
canceller = threading.Thread(
target=_cancel_after_first_event_sync,
args=(runs_client, thread.thread_id, run_id_event, run_id_holder),
daemon=True,
name="cancel-worker",
)
canceller.start()
started = time.monotonic()
iteration_error: BaseException | None = None
try:
for _snap in thread.values:
if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
raise AssertionError(
f"values iterator did not terminate within "
f"{_CANCEL_GRACE_SECONDS}s of cancel"
)
except BaseException as err:
iteration_error = err
canceller.join(timeout=5)
persisted = threads.get(thread.thread_id)
status = persisted.get("status")
assert iteration_error is None, (
f"values iterator raised after cancel: {iteration_error!r}"
)
assert status != "success", (
f"expected non-success terminal status after cancel, got {status!r}"
)
@@ -0,0 +1,80 @@
"""Concurrent `threads.stream()` against the integration API."""
from __future__ import annotations
import asyncio
import threading
from typing import Any
import pytest
from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
pytestmark = pytest.mark.integration
async def _drive_one_async(threads: Any) -> dict[str, Any]:
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
async for _ in thread.values:
if thread.interrupted:
break
if thread.interrupted:
await thread.run.respond("yes")
final = await thread.output
return {"thread_id": thread.thread_id, "items": final.get("items")}
async def test_concurrent_streams_async(async_threads) -> None:
threads, _ = async_threads
a, b = await asyncio.gather(_drive_one_async(threads), _drive_one_async(threads))
assert a["items"] == EXPECTED_TERMINAL_ITEMS
assert b["items"] == EXPECTED_TERMINAL_ITEMS
assert a["thread_id"] != b["thread_id"], (
f"concurrent streams collided on thread_id {a['thread_id']!r}"
)
def _drive_one_sync(
threads: Any, label: str, results: dict[str, dict[str, Any]]
) -> None:
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
for _ in thread.values:
if thread.interrupted:
break
if thread.interrupted:
thread.run.respond("yes")
final = thread.output
results[label] = {"thread_id": thread.thread_id, "items": final.get("items")}
def test_concurrent_streams_sync(sync_threads) -> None:
threads, _ = sync_threads
results: dict[str, dict[str, Any]] = {}
workers = [
threading.Thread(
target=_drive_one_sync,
args=(threads, label, results),
daemon=True,
name=f"sync-stream-{label}",
)
for label in ("A", "B")
]
for w in workers:
w.start()
for w in workers:
w.join(timeout=60)
assert not w.is_alive(), f"worker {w.name} did not finish within 60s"
a = results.get("A")
b = results.get("B")
assert a is not None and a["items"] == EXPECTED_TERMINAL_ITEMS
assert b is not None and b["items"] == EXPECTED_TERMINAL_ITEMS
assert a["thread_id"] != b["thread_id"], (
f"concurrent streams collided on thread_id {a['thread_id']!r}"
)
@@ -0,0 +1,68 @@
"""`CronClient` against the integration API.
Covers create / search / delete (no `update` since the surface accepts a
sparse update and the round-trip is implicitly exercised by the others).
The schedule fires in the future so the cron is never executed during
the test; we tear it down before any tick can land.
"""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
def _async_crons(raw):
from langgraph_sdk._async.cron import CronClient
from langgraph_sdk._async.http import HttpClient
return CronClient(HttpClient(raw))
def _sync_crons(raw):
from langgraph_sdk._sync.cron import SyncCronClient
from langgraph_sdk._sync.http import SyncHttpClient
return SyncCronClient(SyncHttpClient(raw))
# Once a year, on Jan 1 at 00:00 UTC. Deterministic and well past any
# test runtime.
_DISTANT_SCHEDULE = "0 0 1 1 *"
async def test_crons_create_search_delete_async(async_threads) -> None:
_, raw = async_threads
crons = _async_crons(raw)
created = await crons.create(
ASSISTANT_ID,
schedule=_DISTANT_SCHEDULE,
input={"messages": [], "value": "init", "items": []},
metadata={"suite": "integration", "label": "crons-async"},
)
cron_id = created["cron_id"]
try:
results = await crons.search(limit=20)
assert any(c["cron_id"] == cron_id for c in results)
finally:
await crons.delete(cron_id)
def test_crons_create_search_delete_sync(sync_threads) -> None:
_, raw = sync_threads
crons = _sync_crons(raw)
created = crons.create(
ASSISTANT_ID,
schedule=_DISTANT_SCHEDULE,
input={"messages": [], "value": "init", "items": []},
metadata={"suite": "integration", "label": "crons-sync"},
)
cron_id = created["cron_id"]
try:
results = crons.search(limit=20)
assert any(c["cron_id"] == cron_id for c in results)
finally:
crons.delete(cron_id)
@@ -0,0 +1,49 @@
"""`thread.extensions[name]` channel against the integration API."""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
_EXPECTED_PRE_INTERRUPT_STEPS = [
"stream_message",
"stream_message",
"call_tool",
"call_tool",
"ask_human",
]
async def test_extensions_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
events: list[dict] = []
async for event in thread.extensions["progress"]:
events.append(event)
# Iterator exits at the `ask_human` interrupt via `_signal_paused`,
# so we capture exactly the pre-interrupt progress sequence.
steps = [e.get("step") for e in events]
assert steps == _EXPECTED_PRE_INTERRUPT_STEPS, (
f"unexpected step sequence: {steps}"
)
def test_extensions_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
events: list[dict] = []
for event in thread.extensions["progress"]:
events.append(event)
steps = [e.get("step") for e in events]
assert steps == _EXPECTED_PRE_INTERRUPT_STEPS, (
f"unexpected step sequence: {steps}"
)
@@ -0,0 +1,43 @@
"""`thread.agent.get_tree` and `thread.extensions` cache identity."""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
async def test_get_tree_and_extensions_cache_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
tree = await thread.agent.get_tree()
assert tree, "expected non-empty tree"
node_ids = [n["id"] for n in tree.get("nodes", [])]
assert "stream_message" in node_ids
assert "ask_human" in node_ids
tree_xray = await thread.agent.get_tree(xray=True)
assert set(tree_xray) >= {"nodes", "edges"}
a = thread.extensions["progress"]
b = thread.extensions["progress"]
assert a is b, "expected cached projection instance on repeated access"
def test_get_tree_and_extensions_cache_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
tree = thread.agent.get_tree()
assert tree, "expected non-empty tree"
node_ids = [n["id"] for n in tree.get("nodes", [])]
assert "stream_message" in node_ids
assert "ask_human" in node_ids
tree_xray = thread.agent.get_tree(xray=True)
assert set(tree_xray) >= {"nodes", "edges"}
a = thread.extensions["progress"]
b = thread.extensions["progress"]
assert a is b, "expected cached projection instance on repeated access"
@@ -0,0 +1,45 @@
"""`thread.interrupted` / `thread.interrupts` / `run.respond` lifecycle."""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
pytestmark = pytest.mark.integration
async def test_lifecycle_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
async for _snap in thread.values:
if thread.interrupted:
break
assert thread.interrupted, "expected an interrupt"
assert thread.interrupts, "expected interrupts list to be populated"
await thread.run.respond("yes")
final = await thread.output
assert "asked" in final.get("items", [])
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
def test_lifecycle_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
for _snap in thread.values:
if thread.interrupted:
break
assert thread.interrupted, "expected an interrupt"
assert thread.interrupts, "expected interrupts list to be populated"
thread.run.respond("yes")
final = thread.output
assert "asked" in final.get("items", [])
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
@@ -0,0 +1,37 @@
"""`thread.messages` projection (outer iter + inner `.text` token deltas)."""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
async def test_messages_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
# Drain the outer iterator first; iterating each inner `stream.text`
# while the outer is suspended deadlocks.
streams = [s async for s in thread.messages]
assert streams, "expected at least one streamed message"
for stream in streams:
text = "".join([t async for t in stream.text])
assert text == "Hello, world!", f"unexpected message text: {text!r}"
def test_messages_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
streams = list(thread.messages)
assert streams, "expected at least one streamed message"
for stream in streams:
text = "".join(list(stream.text))
assert text == "Hello, world!", f"unexpected message text: {text!r}"
@@ -0,0 +1,151 @@
"""Mid-iteration SSE close + terminal-state recovery via REST."""
from __future__ import annotations
import asyncio
import contextlib
import functools
import time
from typing import Any
import pytest
from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
pytestmark = pytest.mark.integration
_INTERRUPT_WAIT_SECONDS = 5.0
def _instrument_dedup_async(controller: Any) -> dict[str, int]:
"""Wrap `_dedup_iter` so duplicate event_ids are counted (no asserts here)."""
counter = {"drops": 0, "yields": 0}
original = controller._dedup_iter.__func__ # type: ignore[attr-defined]
@functools.wraps(original)
async def _counted(self, source): # type: ignore[no-untyped-def]
async for event in source:
event_id = event.get("event_id")
if event_id is not None:
if event_id in self._seen_event_ids:
counter["drops"] += 1
continue
self._seen_event_ids.add(event_id)
counter["yields"] += 1
yield event
# ty doesn't see through `@functools.wraps` to the descriptor protocol; this
# is the canonical method-binding pattern.
controller._dedup_iter = _counted.__get__(controller, type(controller)) # ty: ignore[unresolved-attribute]
return counter
def _instrument_dedup_sync(controller: Any) -> dict[str, int]:
counter = {"drops": 0, "yields": 0}
original = controller._dedup_iter.__func__ # type: ignore[attr-defined]
@functools.wraps(original)
def _counted(self, source): # type: ignore[no-untyped-def]
for event in source:
event_id = event.get("event_id")
if event_id is not None:
if event_id in self._seen_event_ids:
counter["drops"] += 1
continue
self._seen_event_ids.add(event_id)
counter["yields"] += 1
yield event
# ty doesn't see through `@functools.wraps` to the descriptor protocol; this
# is the canonical method-binding pattern.
controller._dedup_iter = _counted.__get__(controller, type(controller)) # ty: ignore[unresolved-attribute]
return counter
async def test_close_mid_iteration_async(async_threads) -> None:
"""A client-initiated SSE close mid-iteration must not corrupt durable state."""
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
counter = _instrument_dedup_async(thread)
await thread.run.start(input={"messages": [], "value": "init", "items": []})
snapshots: list[dict] = []
dropped = False
iteration_error: BaseException | None = None
try:
async for snap in thread.values:
snapshots.append(snap)
if not dropped and thread._shared_stream is not None:
await thread._shared_stream.close()
dropped = True
except BaseException as err:
iteration_error = err
# The values iterator exits via the None sentinel pushed by `close()`,
# which can land before the lifecycle watcher observes `input.requested`.
# Poll briefly so the interrupt has a chance to arrive on its own SSE
# before we ask for terminal state.
deadline = asyncio.get_running_loop().time() + _INTERRUPT_WAIT_SECONDS
while not thread.interrupted and asyncio.get_running_loop().time() < deadline:
await asyncio.sleep(0.1)
if thread.interrupted:
with contextlib.suppress(Exception):
await thread.run.respond("yes")
final = await thread.output.with_timeout(_INTERRUPT_WAIT_SECONDS)
assert dropped, "expected to drop the shared stream during iteration"
assert snapshots, "expected at least one snapshot before the drop"
assert iteration_error is None, (
f"values iterator raised on stream close: {iteration_error!r}"
)
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
# Graceful close should not produce duplicate event_ids since the SDK
# only reconnects (via `since=<cursor>`) on a non-cancelled `shared.done`.
assert counter["drops"] == 0, (
f"unexpected dedup activity (drops={counter['drops']}); "
"no rotation occurred so no overlap was expected"
)
def test_close_mid_iteration_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
controller = thread._controller
counter = _instrument_dedup_sync(controller)
thread.run.start(input={"messages": [], "value": "init", "items": []})
snapshots: list[dict] = []
dropped = False
iteration_error: BaseException | None = None
try:
for snap in thread.values:
snapshots.append(snap)
if (
not dropped
and controller is not None
and controller._shared_stream is not None
):
controller._shared_stream.close()
dropped = True
except BaseException as err:
iteration_error = err
deadline = time.monotonic() + _INTERRUPT_WAIT_SECONDS
while not thread.interrupted and time.monotonic() < deadline:
time.sleep(0.1)
if thread.interrupted:
with contextlib.suppress(Exception):
thread.run.respond("yes")
final = thread.output
assert dropped, "expected to drop the shared stream during iteration"
assert snapshots, "expected at least one snapshot before the drop"
assert iteration_error is None, (
f"values iterator raised on stream close: {iteration_error!r}"
)
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
assert counter["drops"] == 0, (
f"unexpected dedup activity (drops={counter['drops']})"
)
+125
View File
@@ -0,0 +1,125 @@
"""`RunsClient` non-streaming surface.
`cancel` is covered in `test_cancel.py`. This file covers create / get /
list / wait. The canonical `agent` graph interrupts at `ask_human`, so a
plain `runs.create` lands in the `interrupted` state. We use
`interrupt_before=["ask_human"]` so the run pauses before the interrupting
node and reaches a deterministic non-success terminal.
"""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
def _async_runs(raw):
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.runs import RunsClient
return RunsClient(HttpClient(raw))
def _sync_runs(raw):
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.runs import SyncRunsClient
return SyncRunsClient(SyncHttpClient(raw))
async def test_runs_create_get_list_async(async_threads) -> None:
threads, raw = async_threads
runs = _async_runs(raw)
thread = await threads.create(
metadata={"suite": "integration", "label": "runs-async"}
)
tid = thread["thread_id"]
try:
created = await runs.create(
tid,
ASSISTANT_ID,
input={"messages": [], "value": "init", "items": []},
)
run_id = created["run_id"]
assert created["thread_id"] == tid
fetched = await runs.get(tid, run_id)
assert fetched["run_id"] == run_id
listed = await runs.list(tid, limit=10)
assert any(r["run_id"] == run_id for r in listed)
finally:
await threads.delete(tid)
def test_runs_create_get_list_sync(sync_threads) -> None:
threads, raw = sync_threads
runs = _sync_runs(raw)
thread = threads.create(metadata={"suite": "integration", "label": "runs-sync"})
tid = thread["thread_id"]
try:
created = runs.create(
tid,
ASSISTANT_ID,
input={"messages": [], "value": "init", "items": []},
)
run_id = created["run_id"]
assert created["thread_id"] == tid
fetched = runs.get(tid, run_id)
assert fetched["run_id"] == run_id
listed = runs.list(tid, limit=10)
assert any(r["run_id"] == run_id for r in listed)
finally:
threads.delete(tid)
async def test_runs_wait_async(async_threads) -> None:
"""`wait` blocks until the run reaches a terminal state and returns its values."""
threads, raw = async_threads
runs = _async_runs(raw)
thread = await threads.create(
metadata={"suite": "integration", "label": "wait-async"}
)
tid = thread["thread_id"]
try:
# `interrupt_before` makes the run pause before `ask_human` rather
# than running into the dynamic `interrupt(...)` inside it; the run
# ends up in `interrupted` status with a deterministic terminal.
result = await runs.wait(
tid,
ASSISTANT_ID,
input={"messages": [], "value": "init", "items": []},
interrupt_before=["ask_human"],
)
# The result is the terminal `values` payload for this run.
assert isinstance(result, dict)
assert "items" in result
assert "streamed" in result["items"]
assert "tool" in result["items"]
finally:
await threads.delete(tid)
def test_runs_wait_sync(sync_threads) -> None:
threads, raw = sync_threads
runs = _sync_runs(raw)
thread = threads.create(metadata={"suite": "integration", "label": "wait-sync"})
tid = thread["thread_id"]
try:
result = runs.wait(
tid,
ASSISTANT_ID,
input={"messages": [], "value": "init", "items": []},
interrupt_before=["ask_human"],
)
assert isinstance(result, dict)
assert "items" in result
assert "streamed" in result["items"]
assert "tool" in result["items"]
finally:
threads.delete(tid)
+123
View File
@@ -0,0 +1,123 @@
"""`StoreClient` against the integration API.
Covers the put / get / search / list_namespaces / delete round-trip
under a unique-per-test namespace so concurrent runs don't collide.
"""
from __future__ import annotations
import uuid
import pytest
pytestmark = pytest.mark.integration
def _async_store(raw):
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.store import StoreClient
return StoreClient(HttpClient(raw))
def _sync_store(raw):
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.store import SyncStoreClient
return SyncStoreClient(SyncHttpClient(raw))
def _unique_namespace(label: str) -> list[str]:
return ["test-integration", label, uuid.uuid4().hex[:12]]
async def test_store_put_get_delete_async(async_threads) -> None:
_, raw = async_threads
store = _async_store(raw)
ns = _unique_namespace("put-async")
key = "doc-1"
payload = {"title": "Hello", "body": "World"}
await store.put_item(ns, key=key, value=payload)
try:
fetched = await store.get_item(ns, key=key)
assert fetched["value"] == payload
assert fetched["namespace"] == ns
assert fetched["key"] == key
finally:
await store.delete_item(ns, key=key)
missing = await store.get_item(ns, key=key)
assert missing is None
def test_store_put_get_delete_sync(sync_threads) -> None:
_, raw = sync_threads
store = _sync_store(raw)
ns = _unique_namespace("put-sync")
key = "doc-1"
payload = {"title": "Hello", "body": "World"}
store.put_item(ns, key=key, value=payload)
try:
fetched = store.get_item(ns, key=key)
assert fetched["value"] == payload
assert fetched["namespace"] == ns
assert fetched["key"] == key
finally:
store.delete_item(ns, key=key)
missing = store.get_item(ns, key=key)
assert missing is None
async def test_store_search_and_list_namespaces_async(async_threads) -> None:
_, raw = async_threads
store = _async_store(raw)
ns = _unique_namespace("search-async")
await store.put_item(ns, key="a", value={"kind": "alpha"})
await store.put_item(ns, key="b", value={"kind": "beta"})
try:
search = await store.search_items(ns, limit=10)
items = search.get("items", search) if isinstance(search, dict) else search
keys = sorted(i["key"] for i in items)
assert keys == ["a", "b"]
namespaces_result = await store.list_namespaces(prefix=ns[:1], limit=100)
namespaces = (
namespaces_result.get("namespaces", namespaces_result)
if isinstance(namespaces_result, dict)
else namespaces_result
)
assert any(list(found) == ns for found in namespaces), (
f"namespace {ns!r} not in list_namespaces result"
)
finally:
await store.delete_item(ns, key="a")
await store.delete_item(ns, key="b")
def test_store_search_and_list_namespaces_sync(sync_threads) -> None:
_, raw = sync_threads
store = _sync_store(raw)
ns = _unique_namespace("search-sync")
store.put_item(ns, key="a", value={"kind": "alpha"})
store.put_item(ns, key="b", value={"kind": "beta"})
try:
search = store.search_items(ns, limit=10)
items = search.get("items", search) if isinstance(search, dict) else search
keys = sorted(i["key"] for i in items)
assert keys == ["a", "b"]
namespaces_result = store.list_namespaces(prefix=ns[:1], limit=100)
namespaces = (
namespaces_result.get("namespaces", namespaces_result)
if isinstance(namespaces_result, dict)
else namespaces_result
)
assert any(list(found) == ns for found in namespaces), (
f"namespace {ns!r} not in list_namespaces result"
)
finally:
store.delete_item(ns, key="a")
store.delete_item(ns, key="b")
@@ -0,0 +1,52 @@
"""`thread.subgraphs` discovery against `agent` and `deep_agent`.
`deep_agent` uses `FakeMessagesListChatModel` for both supervisor and
researcher, so this suite is hermetic (no LLM API key required).
"""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID, DEEP_AGENT_ASSISTANT_ID
pytestmark = pytest.mark.integration
async def test_subgraphs_agent_async(async_threads) -> None:
"""Plain nested `StateGraph.invoke` does not produce a scoped child handle."""
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
handles = [h async for h in thread.subgraphs]
# Documented behavior: plain nested invokes do not show up as scoped
# child handles; the canonical signal is `create_deep_agent`.
assert handles == []
def test_subgraphs_agent_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
handles = list(thread.subgraphs)
assert handles == []
async def test_subgraphs_deep_agent_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=DEEP_AGENT_ASSISTANT_ID) as thread:
await thread.run.start(
input={"messages": [{"role": "user", "content": "research the v3 spec"}]},
)
handles = [h async for h in thread.subgraphs]
assert handles, "deep_agent should produce at least one direct-child handle"
def test_subgraphs_deep_agent_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=DEEP_AGENT_ASSISTANT_ID) as thread:
thread.run.start(
input={"messages": [{"role": "user", "content": "research the v3 spec"}]},
)
handles = list(thread.subgraphs)
assert handles, "deep_agent should produce at least one direct-child handle"
@@ -0,0 +1,124 @@
"""`ThreadsClient` non-streaming CRUD surface.
`stream` and `update_state` are covered elsewhere; this file covers
create / get / delete / search / copy / get_history.
"""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
async def test_threads_create_get_delete_async(async_threads) -> None:
threads, _ = async_threads
created = await threads.create(
metadata={"suite": "integration", "label": "crud-async"}
)
tid = created["thread_id"]
try:
fetched = await threads.get(tid)
assert fetched["thread_id"] == tid
assert fetched["metadata"]["label"] == "crud-async"
finally:
await threads.delete(tid)
def test_threads_create_get_delete_sync(sync_threads) -> None:
threads, _ = sync_threads
created = threads.create(metadata={"suite": "integration", "label": "crud-sync"})
tid = created["thread_id"]
try:
fetched = threads.get(tid)
assert fetched["thread_id"] == tid
assert fetched["metadata"]["label"] == "crud-sync"
finally:
threads.delete(tid)
async def test_threads_search_async(async_threads) -> None:
threads, _ = async_threads
created = await threads.create(
metadata={"suite": "integration", "label": "search-async"}
)
tid = created["thread_id"]
try:
results = await threads.search(metadata={"label": "search-async"}, limit=10)
assert any(t["thread_id"] == tid for t in results)
finally:
await threads.delete(tid)
def test_threads_search_sync(sync_threads) -> None:
threads, _ = sync_threads
created = threads.create(metadata={"suite": "integration", "label": "search-sync"})
tid = created["thread_id"]
try:
results = threads.search(metadata={"label": "search-sync"}, limit=10)
assert any(t["thread_id"] == tid for t in results)
finally:
threads.delete(tid)
async def test_threads_copy_async(async_threads) -> None:
threads, _ = async_threads
src = await threads.create(
metadata={"suite": "integration", "label": "copy-async-src"}
)
src_id = src["thread_id"]
try:
copied = await threads.copy(src_id)
copy_id = copied["thread_id"]
try:
assert copy_id != src_id
finally:
await threads.delete(copy_id)
finally:
await threads.delete(src_id)
def test_threads_copy_sync(sync_threads) -> None:
threads, _ = sync_threads
src = threads.create(metadata={"suite": "integration", "label": "copy-sync-src"})
src_id = src["thread_id"]
try:
copied = threads.copy(src_id)
copy_id = copied["thread_id"]
try:
assert copy_id != src_id
finally:
threads.delete(copy_id)
finally:
threads.delete(src_id)
async def test_threads_history_after_run_async(async_threads) -> None:
"""A completed run produces at least one checkpoint in history."""
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
async for _ in thread.values:
if thread.interrupted:
break
if thread.interrupted:
await thread.run.respond("yes")
await thread.output
history = await threads.get_history(thread.thread_id, limit=20)
assert history, "expected at least one checkpoint after a completed run"
def test_threads_history_after_run_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
for _ in thread.values:
if thread.interrupted:
break
if thread.interrupted:
thread.run.respond("yes")
_ = thread.output # force terminal-state fetch; value unused
history = threads.get_history(thread.thread_id, limit=20)
assert history, "expected at least one checkpoint after a completed run"
@@ -0,0 +1,51 @@
"""`thread.tool_calls` against the `tools_agent` graph."""
from __future__ import annotations
import pytest
from .conftest import TOOLS_ASSISTANT_ID
pytestmark = pytest.mark.integration
async def test_tools_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
await thread.run.start(
input={"messages": [{"role": "human", "content": "search for v3"}]}
)
# Drain the outer iterator first; iterating each handle's `.deltas`
# while the outer is suspended deadlocks.
handles = [h async for h in thread.tool_calls]
assert handles, "expected at least one tool call handle"
assert any(h.name == "search" for h in handles), "expected `search` tool call"
for handle in handles:
deltas = "".join([d async for d in handle.deltas])
output = await handle.output
assert output.get("status") == "success", (
f"tool {handle.name} non-success output: {output!r}"
)
# The `tools_agent` fake model returns the tool call args pre-built,
# so the streamed args buffer is empty by design.
assert isinstance(deltas, str)
def test_tools_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
thread.run.start(
input={"messages": [{"role": "human", "content": "search for v3"}]}
)
handles = list(thread.tool_calls)
assert handles, "expected at least one tool call handle"
assert any(h.name == "search" for h in handles), "expected `search` tool call"
for handle in handles:
deltas = "".join(list(handle.deltas))
output = handle.output
assert output.get("status") == "success"
assert isinstance(deltas, str)
@@ -0,0 +1,103 @@
"""`threads.update_state(...)` during an interrupt persists the mutation."""
from __future__ import annotations
import asyncio
import time
import pytest
from langgraph_sdk.errors import ConflictError
from .conftest import ASSISTANT_ID
pytestmark = pytest.mark.integration
_PATCHED_VALUE = "patched"
_UPDATE_STATE_RETRY_BUDGET = 5.0
async def _update_state_with_retry_async(threads, thread_id, values) -> None:
"""`thread.interrupted` flips before the server commits the run row; retry briefly."""
delay = 0.05
deadline = asyncio.get_running_loop().time() + _UPDATE_STATE_RETRY_BUDGET
last_err: Exception | None = None
while asyncio.get_running_loop().time() < deadline:
try:
await threads.update_state(thread_id, values)
return
except ConflictError as err:
last_err = err
await asyncio.sleep(delay)
delay = min(delay * 2, 0.5)
raise AssertionError(
f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
)
def _update_state_with_retry_sync(threads, thread_id, values) -> None:
delay = 0.05
deadline = time.monotonic() + _UPDATE_STATE_RETRY_BUDGET
last_err: Exception | None = None
while time.monotonic() < deadline:
try:
threads.update_state(thread_id, values)
return
except ConflictError as err:
last_err = err
time.sleep(delay)
delay = min(delay * 2, 0.5)
raise AssertionError(
f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
)
async def test_update_state_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
async for _ in thread.values:
if thread.interrupted:
break
assert thread.interrupted, "expected interrupt before update_state"
pre_state = await threads.get_state(thread.thread_id)
pre_value = (pre_state.get("values") or {}).get("value")
# `stream_message` overwrites value="init" with "x" before the interrupt.
assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
await _update_state_with_retry_async(
threads, thread.thread_id, {"value": _PATCHED_VALUE}
)
post_state = await threads.get_state(thread.thread_id)
post_value = (post_state.get("values") or {}).get("value")
assert post_value == _PATCHED_VALUE, (
f"update_state did not persist: value={post_value!r}"
)
def test_update_state_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
for _ in thread.values:
if thread.interrupted:
break
assert thread.interrupted, "expected interrupt before update_state"
pre_state = threads.get_state(thread.thread_id)
pre_value = (pre_state.get("values") or {}).get("value")
assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
_update_state_with_retry_sync(
threads, thread.thread_id, {"value": _PATCHED_VALUE}
)
post_state = threads.get_state(thread.thread_id)
post_value = (post_state.get("values") or {}).get("value")
assert post_value == _PATCHED_VALUE, (
f"update_state did not persist: value={post_value!r}"
)
@@ -0,0 +1,45 @@
"""`thread.values` against the integration API."""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
pytestmark = pytest.mark.integration
async def test_values_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
await thread.run.start(input={"messages": [], "value": "init", "items": []})
# `_signal_paused` pushes None to the values subscription on the
# rising edge of `interrupted`, so this loop exits at the interrupt.
snapshots: list[dict] = []
async for snap in thread.values:
snapshots.append(snap)
assert thread.interrupted, f"expected interrupt; got {len(snapshots)} snapshots"
await thread.run.respond("yes")
final = await thread.output
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
assert snapshots, "expected pre-interrupt snapshots"
def test_values_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID) as thread:
thread.run.start(input={"messages": [], "value": "init", "items": []})
snapshots: list[dict] = []
for snap in thread.values:
snapshots.append(snap)
assert thread.interrupted, f"expected interrupt; got {len(snapshots)} snapshots"
thread.run.respond("yes")
final = thread.output
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
assert snapshots, "expected pre-interrupt snapshots"
@@ -0,0 +1,51 @@
"""WebSocket transport against the integration API."""
from __future__ import annotations
import pytest
from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
pytestmark = pytest.mark.integration
async def test_websocket_async(async_threads) -> None:
threads, _ = async_threads
async with threads.stream(
assistant_id=ASSISTANT_ID, transport="websocket"
) as thread:
from langgraph_sdk.stream.transport import ProtocolWebSocketTransport
assert isinstance(thread._transport, ProtocolWebSocketTransport)
await thread.run.start(input={"messages": [], "value": "init", "items": []})
snapshots: list[dict] = []
async for snap in thread.values:
snapshots.append(snap)
assert thread.interrupted, "expected interrupt over ws"
await thread.run.respond("yes")
final = await thread.output
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
def test_websocket_sync(sync_threads) -> None:
threads, _ = sync_threads
with threads.stream(assistant_id=ASSISTANT_ID, transport="websocket") as thread:
from langgraph_sdk.stream.transport import SyncProtocolWebSocketTransport
assert isinstance(thread._transport, SyncProtocolWebSocketTransport)
thread.run.start(input={"messages": [], "value": "init", "items": []})
snapshots: list[dict] = []
for snap in thread.values:
snapshots.append(snap)
assert thread.interrupted, "expected interrupt over ws"
thread.run.respond("yes")
final = thread.output
assert final.get("items") == EXPECTED_TERMINAL_ITEMS
+26 -9
View File
@@ -21,24 +21,43 @@ def _base(seq: int, method: str, namespace: list[str], data: Any) -> dict[str, A
}
def _normalize_lifecycle_data(data: dict[str, Any]) -> dict[str, Any]:
"""Map test-fixture shorthand to the wire shape `langgraph-api` emits.
The server emits the lifecycle status as `data.event` with values
`running` / `completed` / `failed` / `interrupted` (see
`api/langgraph_api/event_streaming/event_normalizers.py::to_lifecycle_status`).
The fixture historically accepted `phase=` and the legacy `"errored"`
value; translate them so tests exercise the real wire format
without touching every call site.
"""
normalized = dict(data)
if "phase" in normalized and "event" not in normalized:
normalized["event"] = normalized.pop("phase")
if normalized.get("event") == "errored":
normalized["event"] = "failed"
return normalized
def lifecycle_event(
seq: int = 0, namespace: list[str] | None = None, **data: Any
) -> dict[str, Any]:
return _base(seq, "lifecycle", namespace or [], data or {"phase": "started"})
payload = _normalize_lifecycle_data(data) if data else {"event": "started"}
return _base(seq, "lifecycle", namespace or [], payload)
def lifecycle_started_event(
seq: int = 0, namespace: list[str] | None = None
) -> dict[str, Any]:
"""Lifecycle event with `phase="started"`."""
return _base(seq, "lifecycle", namespace or [], {"phase": "started"})
"""Lifecycle event with `event="started"`."""
return _base(seq, "lifecycle", namespace or [], {"event": "started"})
def lifecycle_completed_event(
seq: int = 0, namespace: list[str] | None = None
) -> dict[str, Any]:
"""Lifecycle event with `phase="completed"`."""
return _base(seq, "lifecycle", namespace or [], {"phase": "completed"})
"""Lifecycle event with `event="completed"`."""
return _base(seq, "lifecycle", namespace or [], {"event": "completed"})
def lifecycle_errored_event(
@@ -46,10 +65,8 @@ def lifecycle_errored_event(
namespace: list[str] | None = None,
error: str = "run errored",
) -> dict[str, Any]:
"""Lifecycle event with `phase="errored"` and an error message."""
return _base(
seq, "lifecycle", namespace or [], {"phase": "errored", "error": error}
)
"""Lifecycle event with `event="failed"` and an error message."""
return _base(seq, "lifecycle", namespace or [], {"event": "failed", "error": error})
def values_event(
+22 -2
View File
@@ -1,11 +1,11 @@
"""In-process ASGI fake of the v3 protocol endpoints.
Used by transport and thread-streaming tests. Mirrors the production endpoints
just closely enough to validate the client:
Mirrors the production endpoints just closely enough to validate the client:
- POST /threads/{thread_id}/commands
- POST /threads/{thread_id}/stream/events
- GET /threads/{thread_id}/state
- GET /assistants/{assistant_id}/graph
"""
from __future__ import annotations
@@ -92,6 +92,12 @@ class FakeServer:
self._stream_scripts: list[_StreamScript] = []
self._command_response: dict[str, Any] | None = None
self.transport: httpx.MockTransport = httpx.MockTransport(self._handle_request)
self.graph_response: dict[str, Any] = {
"nodes": [{"id": "agent", "type": "runnable", "data": {"name": "agent"}}],
"edges": [],
}
self.graph_request_params: list[dict[str, str]] = []
self.graph_request_headers: list[dict[str, str]] = []
def script(
self,
@@ -116,6 +122,10 @@ class FakeServer:
"""Set the command envelope returned by /commands."""
self._command_response = dict(response)
def set_graph(self, graph: dict[str, Any]) -> None:
"""Store the graph returned by GET /assistants/{assistant_id}/graph."""
self.graph_response = dict(graph)
def set_state(
self,
values: dict[str, Any],
@@ -169,6 +179,11 @@ class FakeServer:
self.state_request_headers.append(dict(request.headers))
return JSONResponse(self.state)
async def assistant_graph(request: Request) -> Response:
self.graph_request_params.append(dict(request.query_params))
self.graph_request_headers.append(dict(request.headers))
return JSONResponse(self.graph_response)
return Starlette(
routes=[
Route("/threads/{thread_id}/commands", commands, methods=["POST"]),
@@ -182,6 +197,11 @@ class FakeServer:
thread_state,
methods=["GET"],
),
Route(
"/assistants/{assistant_id}/graph",
assistant_graph,
methods=["GET"],
),
]
)
@@ -44,6 +44,12 @@ class SyncFakeServer:
self.transport = httpx.MockTransport(self._handle)
self._stream_scripts: list[SyncStreamScript] = []
self._command_response: dict[str, Any] | None = None
self.graph_response: dict[str, Any] = {
"nodes": [{"id": "agent", "type": "runnable", "data": {"name": "agent"}}],
"edges": [],
}
self.graph_request_params: list[dict[str, str]] = []
self.graph_request_headers: list[dict[str, str]] = []
def script(
self,
@@ -60,6 +66,9 @@ class SyncFakeServer:
self._stream_scripts = list(scripts)
self.scripted_events = []
def set_graph(self, graph: dict[str, Any]) -> None:
self.graph_response = dict(graph)
def script_command_response(self, response: dict[str, Any]) -> None:
self._command_response = dict(response)
@@ -109,6 +118,10 @@ class SyncFakeServer:
headers={"content-type": "text/event-stream"},
stream=_SseByteStream(script),
)
if path.endswith("/graph") and "/assistants/" in path:
self.graph_request_params.append(dict(request.url.params))
self.graph_request_headers.append(dict(request.headers))
return httpx.Response(200, json=self.graph_response)
if path.endswith("/state"):
self.state_request_count += 1
self.state_request_headers.append(dict(request.headers))
@@ -0,0 +1,62 @@
from __future__ import annotations
import httpx
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.threads import ThreadsClient
from streaming._events import custom_event, lifecycle_completed_event
from streaming._fake_server import FakeServer
async def test_extension_projection_yields_matching_custom_payloads():
fake = FakeServer()
fake.script(
[
custom_event(seq=1, name="progress", step=1),
custom_event(seq=2, name="metrics", tokens=12),
custom_event(seq=3, name="progress", step=2),
lifecycle_completed_event(seq=4),
]
)
transport = httpx.ASGITransport(app=fake.app)
async with httpx.AsyncClient(transport=transport, base_url="http://test") as raw:
threads = ThreadsClient(HttpClient(raw))
async with threads.stream(thread_id="t-1", assistant_id="agent") as thread:
await thread.run.start(input={})
payloads = [payload async for payload in thread.extensions["progress"]]
assert payloads == [
{"name": "progress", "step": 1},
{"name": "progress", "step": 2},
]
assert any(
"custom:progress" in body.get("channels", [])
for body in fake.stream_request_bodies
)
async def test_extension_projection_supports_namespace_scope_on_subgraph_handle():
fake = FakeServer()
fake.script(
[
custom_event(seq=1, name="progress", namespace=["worker:abc"], step=1),
custom_event(seq=2, name="progress", namespace=[], step=0),
lifecycle_completed_event(seq=3),
]
)
transport = httpx.ASGITransport(app=fake.app)
async with httpx.AsyncClient(transport=transport, base_url="http://test") as raw:
from langgraph_sdk._async.stream import ScopedStreamHandle
threads = ThreadsClient(HttpClient(raw))
async with threads.stream(thread_id="t-1", assistant_id="agent") as thread:
await thread.run.start(input={})
handle = ScopedStreamHandle(
thread=thread,
path=("worker:abc",),
graph_name="worker",
trigger_call_id=None,
)
payloads = [payload async for payload in handle.extensions["progress"]]
assert payloads == [{"name": "progress", "step": 1}]
@@ -347,8 +347,12 @@ async def test_send_command_applied_through_seq_seeds_shared_stream_since():
await thread.run.start(input={})
_ = [event async for event in thread.subscribe(["values"])]
# The shared SSE filter is a union of subscription params plus
# ``lifecycle`` (added by ``_compute_current_union`` so the fanout
# consumer can detect root-terminal events for projection-iterator
# termination). Match any request whose channels include ``values``.
values_requests = [
b for b in fake.stream_request_bodies if b.get("channels") == ["values"]
b for b in fake.stream_request_bodies if "values" in (b.get("channels") or [])
]
assert len(values_requests) == 1
assert values_requests[0]["since"] == 17
@@ -0,0 +1,57 @@
from __future__ import annotations
import httpx
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.threads import SyncThreadsClient
from streaming._events import custom_event, lifecycle_completed_event
from streaming._sync_fake_server import SyncFakeServer
def test_sync_extension_projection_yields_matching_custom_payloads():
fake = SyncFakeServer()
fake.script(
[
custom_event(seq=1, name="progress", step=1),
custom_event(seq=2, name="metrics", tokens=12),
custom_event(seq=3, name="progress", step=2),
lifecycle_completed_event(seq=4),
]
)
with httpx.Client(transport=fake.transport, base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
with threads.stream(thread_id="t-1", assistant_id="agent") as thread:
thread.run.start(input={})
payloads = list(thread.extensions["progress"])
assert payloads == [
{"name": "progress", "step": 1},
{"name": "progress", "step": 2},
]
assert "custom:progress" in fake.stream_request_bodies[-1]["channels"]
def test_sync_extension_projection_supports_namespace_scope_on_subgraph_handle():
fake = SyncFakeServer()
fake.script(
[
custom_event(seq=1, name="progress", namespace=["worker:abc"], step=1),
custom_event(seq=2, name="progress", namespace=[], step=0),
lifecycle_completed_event(seq=3),
]
)
with httpx.Client(transport=fake.transport, base_url="http://test") as raw:
from langgraph_sdk._sync.stream import SyncScopedStreamHandle
threads = SyncThreadsClient(SyncHttpClient(raw))
with threads.stream(thread_id="t-1", assistant_id="agent") as thread:
thread.run.start(input={})
handle = SyncScopedStreamHandle(
thread=thread,
path=("worker:abc",),
graph_name="worker",
trigger_call_id=None,
)
payloads = list(handle.extensions["progress"])
assert payloads == [{"name": "progress", "step": 1}]
@@ -44,8 +44,12 @@ def test_sync_send_command_applied_through_seq_seeds_shared_stream_since():
thread.run.start(input={})
assert list(thread.subscribe(["values"])) == []
# The shared SSE filter is a union of subscription params plus
# ``lifecycle`` (added by ``_compute_current_union`` for projection-
# iterator termination on root-terminal). Match any request whose
# channels include ``values``.
values_requests = [
b for b in fake.stream_request_bodies if b.get("channels") == ["values"]
b for b in fake.stream_request_bodies if "values" in (b.get("channels") or [])
]
assert len(values_requests) == 1
assert values_requests[0]["since"] == 17
@@ -9,6 +9,7 @@ import uuid
from collections.abc import Iterator
import httpx
import pytest
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.threads import SyncThreadsClient
@@ -354,6 +355,56 @@ def test_close_unblocks_active_subscription_before_lifecycle_join():
)
def test_sync_thread_agent_get_tree_fetches_assistant_graph():
fake = SyncFakeServer()
fake.set_graph(
{
"nodes": [{"id": "agent", "type": "runnable", "data": {"name": "agent"}}],
"edges": [{"source": "agent", "target": "__end__"}],
}
)
with httpx.Client(transport=fake.transport, base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
with threads.stream(
thread_id="t-1",
assistant_id="agent",
headers={"X-Custom-Header": "my-value"},
) as thread:
graph = thread.agent.get_tree(xray=True)
assert graph["nodes"][0]["id"] == "agent"
assert graph["edges"] == [{"source": "agent", "target": "__end__"}]
assert fake.graph_request_params == [{"xray": "true"}]
assert fake.graph_request_headers[0].get("x-custom-header") == "my-value"
def test_sync_thread_agent_get_tree_raises_after_close():
with httpx.Client(base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
stream = threads.stream(thread_id="t-1", assistant_id="agent")
stream.close()
with pytest.raises(RuntimeError, match="closed"):
stream.agent.get_tree()
def test_sync_extensions_projection_empty_name_raises():
with httpx.Client(base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
stream = threads.stream(thread_id="t-1", assistant_id="agent")
with pytest.raises(ValueError, match="non-empty"):
stream.extensions[""]
def test_sync_extensions_projection_closed_stream_yields_nothing():
with httpx.Client(base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
# Enter and immediately exit so _controller is set but _closed is True.
with threads.stream(thread_id="t-1", assistant_id="agent") as stream:
pass
payloads = list(stream.extensions["progress"])
assert payloads == []
def test_sync_threads_stream_mints_uuid4_when_thread_id_none():
with httpx.Client(base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
@@ -416,3 +467,138 @@ def test_sync_lifecycle_watcher_reconnects_with_since_after_transport_drop():
assert terminal.status == "completed"
assert terminal.error is None
assert fake.stream_request_bodies[1]["since"] == 1
def test_sync_threads_stream_accepts_websocket_transport_option():
with httpx.Client(base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
stream = threads.stream(
thread_id="t-1",
assistant_id="agent",
transport="websocket",
)
assert stream._transport_kind == "websocket"
def test_sync_threads_stream_rejects_unknown_transport_option():
import pytest
with httpx.Client(base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
with pytest.raises(ValueError, match="transport"):
threads.stream(
thread_id="t-1",
assistant_id="agent",
transport="bogus", # ty: ignore[invalid-argument-type]
)
def test_v3_streaming_sync_surface_smoke():
from streaming._events import (
custom_event,
lifecycle_completed_event,
message_finish_event,
message_start_event,
message_text_delta_event,
message_text_finish_event,
tool_finished_event,
tool_started_event,
values_event,
)
fake = SyncFakeServer()
fake.set_state({"final": True})
# Single script — projections consume events in parallel threads so all
# subscriptions are registered before SSE rotation could drop events.
# Mirrors the async smoke test's `asyncio.gather` pattern.
fake.script(
[
values_event(seq=1, values={"step": 1}),
message_start_event(seq=2, message_id="msg-1"),
message_text_delta_event(seq=3, text="hi", message_id="msg-1"),
message_text_finish_event(seq=4, text="hi", message_id="msg-1"),
message_finish_event(seq=5, message_id="msg-1"),
tool_started_event(seq=6, tool_call_id="call-1", tool_name="search"),
tool_finished_event(seq=7, tool_call_id="call-1", output={"ok": True}),
custom_event(seq=8, name="progress", step=1),
lifecycle_completed_event(seq=9),
]
)
with httpx.Client(transport=fake.transport, base_url="http://test") as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
with threads.stream(thread_id="t-1", assistant_id="agent") as thread:
start = thread.run.start(
input={"messages": [{"role": "user", "content": "hi"}]}
)
# Gate every reconcile_stream call on a barrier so that all four
# projection threads register their subscriptions before any
# reconcile widens (or rotates) the shared SSE. This mirrors the
# async smoke test's `asyncio.gather` pattern: every subscription
# is registered before the first SSE opens; one SSE covers all
# consumers and `_seen_event_ids` covers any subsequent reconnect.
controller = thread._controller
assert controller is not None
barrier = threading.Barrier(4)
real_reconcile = controller.reconcile_stream
def _gated_reconcile(candidate_filter):
barrier.wait(timeout=10)
return real_reconcile(candidate_filter)
controller.reconcile_stream = _gated_reconcile # ty: ignore[invalid-assignment]
results: dict[str, object] = {}
errors: list[BaseException] = []
def _run_values() -> None:
try:
for v in thread.values:
results["values"] = v
return
except BaseException as err: # pragma: no cover - propagated
errors.append(err)
def _run_messages() -> None:
try:
results["messages"] = list(thread.messages)
except BaseException as err: # pragma: no cover - propagated
errors.append(err)
def _run_tools() -> None:
try:
results["tools"] = list(thread.tool_calls)
except BaseException as err: # pragma: no cover - propagated
errors.append(err)
def _run_progress() -> None:
try:
results["progress"] = list(thread.extensions["progress"])
except BaseException as err: # pragma: no cover - propagated
errors.append(err)
workers = [
threading.Thread(target=_run_values),
threading.Thread(target=_run_messages),
threading.Thread(target=_run_tools),
threading.Thread(target=_run_progress),
]
for w in workers:
w.start()
for w in workers:
w.join(timeout=10)
assert not w.is_alive(), "smoke worker thread hung"
controller.reconcile_stream = real_reconcile # ty: ignore[invalid-assignment]
assert not errors, errors
final = thread.output
assert start == {"run_id": "run-1"}
assert results["values"] == fake.state["values"]
messages_result = results["messages"]
assert isinstance(messages_result, list)
assert [str(m.text) for m in messages_result] == ["hi"] # ty: ignore[unresolved-attribute]
tools_result = results["tools"]
assert isinstance(tools_result, list)
assert tools_result[0].name == "search" # ty: ignore[unresolved-attribute]
assert results["progress"] == [{"name": "progress", "step": 1}]
assert final == {"final": True}
@@ -65,9 +65,13 @@ def test_sync_websocket_sends_subscribe_body_and_yields_events():
handle.close()
assert orjson.loads(socket.sent[0]) == {
"channels": ["values"],
"namespaces": [[]],
"since": 7,
"id": 1,
"method": "subscription.subscribe",
"params": {
"channels": ["values"],
"namespaces": [[]],
"since": 7,
},
}
assert received == [event]
assert err is None
@@ -197,7 +201,7 @@ def test_sync_websocket_controller_reconnects_with_since_after_drop():
assert first["seq"] == 1
assert second["seq"] == 2
assert end is None
assert orjson.loads(second_socket.sent[0])["since"] == 1
assert orjson.loads(second_socket.sent[0])["params"]["since"] == 1
def test_sync_ws_transport_forwards_ping_kwargs():
@@ -4,6 +4,7 @@ import asyncio
import contextlib
import re
import uuid
from typing import Any
import httpx
import pytest
@@ -11,6 +12,10 @@ import pytest
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.stream import AsyncThreadStream
from langgraph_sdk._async.threads import ThreadsClient
from langgraph_sdk.stream.transport import (
ProtocolSseTransport,
ProtocolWebSocketTransport,
)
from streaming._events import (
lifecycle_completed_event,
lifecycle_event,
@@ -20,6 +25,57 @@ from streaming._events import (
from streaming._fake_server import FakeServer
async def test_thread_agent_get_tree_fetches_assistant_graph():
fake = FakeServer()
fake.set_graph(
{
"nodes": [{"id": "agent", "type": "runnable", "data": {"name": "agent"}}],
"edges": [{"source": "agent", "target": "__end__"}],
}
)
transport = httpx.ASGITransport(app=fake.app)
async with httpx.AsyncClient(transport=transport, base_url="http://test") as raw:
threads = ThreadsClient(HttpClient(raw))
async with threads.stream(
thread_id="t-1",
assistant_id="agent",
headers={"X-Custom-Header": "my-value"},
) as thread:
graph = await thread.agent.get_tree(xray=True)
assert graph["nodes"][0]["id"] == "agent"
assert graph["edges"] == [{"source": "agent", "target": "__end__"}]
assert fake.graph_request_params == [{"xray": "true"}]
assert fake.graph_request_headers[0].get("x-custom-header") == "my-value"
async def test_thread_agent_get_tree_raises_after_close():
async with httpx.AsyncClient(base_url="http://test") as raw:
threads = ThreadsClient(HttpClient(raw))
stream = threads.stream(thread_id="t-1", assistant_id="agent")
await stream.close()
with pytest.raises(RuntimeError, match="closed"):
await stream.agent.get_tree()
async def test_extensions_projection_empty_name_raises():
async with httpx.AsyncClient(base_url="http://test") as raw:
threads = ThreadsClient(HttpClient(raw))
stream = threads.stream(thread_id="t-1", assistant_id="agent")
with pytest.raises(ValueError, match="non-empty"):
stream.extensions[""]
async def test_extensions_projection_closed_stream_yields_nothing():
async with httpx.AsyncClient(base_url="http://test") as raw:
threads = ThreadsClient(HttpClient(raw))
# Enter and immediately exit so _controller is set but _closed is True.
async with threads.stream(thread_id="t-1", assistant_id="agent") as stream:
pass
payloads = [p async for p in stream.extensions["progress"]]
assert payloads == []
async def test_thread_stream_stores_thread_id_and_assistant_id():
async with httpx.AsyncClient(base_url="http://test") as client:
stream = AsyncThreadStream(
@@ -171,6 +227,19 @@ async def test_aenter_constructs_transport_with_thread_id():
assert stream._transport.thread_id == "t-1"
async def test_aenter_selects_websocket_transport():
async with httpx.AsyncClient(base_url="http://test") as raw:
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.threads import ThreadsClient
threads = ThreadsClient(HttpClient(raw))
stream = threads.stream(
thread_id="t-1", assistant_id="agent", transport="websocket"
)
async with stream:
assert isinstance(stream._transport, ProtocolWebSocketTransport)
async def test_aexit_closes_transport():
fake = FakeServer()
transport = httpx.ASGITransport(app=fake.app)
@@ -183,6 +252,7 @@ async def test_aexit_closes_transport():
async with stream:
inner_transport = stream._transport
assert inner_transport is not None
assert isinstance(inner_transport, ProtocolSseTransport)
assert inner_transport._closed is True
@@ -398,7 +468,7 @@ async def test_events_property_returns_fresh_iterator_each_access():
async def test_fresh_thread_happy_path_end_to_end():
"""User passes no thread_id; SDK mints one and uses it in all URLs.
Validates the thread-stream surface end-to-end:
Validates core surface end-to-end:
- uuid4 minted at client.threads.stream()
- run.start posted to /threads/<minted-id>/commands
- events SSE opened at /threads/<minted-id>/stream/events
@@ -687,7 +757,7 @@ async def test_terminal_lifecycle_clear_acquires_interrupts_lock():
"method": "lifecycle",
"params": {
"namespace": [],
"data": {"phase": "completed"},
"data": {"event": "completed"},
},
"seq": 99,
"event_id": "evt-99",
@@ -806,3 +876,98 @@ async def test_output_with_timeout_returns_new_awaitable_not_self():
assert bounded is not thread.output
assert bounded._timeout == 0.5
assert thread.output._timeout is None
async def test_threads_stream_accepts_websocket_transport_option():
async with httpx.AsyncClient(base_url="http://test") as raw:
threads = ThreadsClient(HttpClient(raw))
stream = threads.stream(
thread_id="t-1",
assistant_id="agent",
transport="websocket",
)
assert stream._transport_kind == "websocket"
async def test_threads_stream_rejects_unknown_transport_option():
async with httpx.AsyncClient(base_url="http://test") as raw:
threads = ThreadsClient(HttpClient(raw))
with pytest.raises(ValueError, match="transport"):
threads.stream(
thread_id="t-1",
assistant_id="agent",
transport="bogus", # ty: ignore[invalid-argument-type]
)
async def test_v3_streaming_async_surface_smoke():
import asyncio
from streaming._events import (
custom_event,
lifecycle_completed_event,
message_finish_event,
message_start_event,
message_text_delta_event,
message_text_finish_event,
tool_finished_event,
tool_started_event,
values_event,
)
fake = FakeServer()
fake.set_state({"final": True})
fake.script(
[
values_event(seq=1, values={"step": 1}),
message_start_event(seq=2, message_id="msg-1"),
message_text_delta_event(seq=3, text="hi", message_id="msg-1"),
message_text_finish_event(seq=4, text="hi", message_id="msg-1"),
message_finish_event(seq=5, message_id="msg-1"),
tool_started_event(seq=6, tool_call_id="call-1", tool_name="search"),
tool_finished_event(seq=7, tool_call_id="call-1", output={"ok": True}),
custom_event(seq=8, name="progress", step=1),
lifecycle_completed_event(seq=9),
]
)
async with httpx.AsyncClient(
transport=fake.transport, base_url="http://test"
) as raw:
threads = ThreadsClient(HttpClient(raw))
async with threads.stream(thread_id="t-1", assistant_id="agent") as thread:
start = await thread.run.start(
input={"messages": [{"role": "user", "content": "hi"}]}
)
# Start all consumers concurrently so their subscriptions are all
# registered before the first SSE reconciliation. This means ONE
# shared SSE opens with the union filter, dedup never rejects events.
async def _get_first_values() -> Any:
async for v in thread.values:
return v
async def _get_message_streams():
return [s async for s in thread.messages]
async def _get_tool_calls():
return [call async for call in thread.tool_calls]
async def _get_progress():
return [p async for p in thread.extensions["progress"]]
first_values, message_streams, tool_calls, progress = await asyncio.gather(
_get_first_values(),
_get_message_streams(),
_get_tool_calls(),
_get_progress(),
)
# stream.text is already fully accumulated after gather completes.
message_texts = [await s.text for s in message_streams]
final = await thread.output
assert start == {"run_id": "run-1"}
assert first_values == fake.state["values"]
assert message_texts == ["hi"]
assert tool_calls[0].name == "search"
assert progress == [{"name": "progress", "step": 1}]
assert final == {"final": True}
@@ -295,9 +295,13 @@ async def test_websocket_sends_subscribe_body_and_yields_events():
await handle.close()
assert orjson.loads(socket.sent[0]) == {
"channels": ["values"],
"namespaces": [[]],
"since": 7,
"id": 1,
"method": "subscription.subscribe",
"params": {
"channels": ["values"],
"namespaces": [[]],
"since": 7,
},
}
assert received == [event]
assert err is None
@@ -456,7 +460,7 @@ async def test_websocket_controller_reconnects_with_since_after_drop():
assert second["seq"] == 2
assert end is None
assert len(sent_urls) == 2
assert orjson.loads(second_socket.sent[0])["since"] == 1
assert orjson.loads(second_socket.sent[0])["params"]["since"] == 1
async def test_async_close_sends_normal_close_frame():
+3 -1
View File
@@ -45,7 +45,9 @@ def _normalize_return_annotation(ann: object) -> str:
s = re.sub(r"Generator\[([^,\]]+)(?:,[^\]]*)?\]", r"Iterator[\1]", s)
s = re.sub(r"AsyncIterator\[(.+)\]", r"Iterator[\1]", s)
s = re.sub(r"AsyncIterable\[(.+)\]", r"Iterable[\1]", s)
s = s.replace("AsyncThreadStream", "SyncThreadStream")
# Normalize Async/Sync class prefixes so AsyncFoo and SyncFoo both compare as Foo.
s = re.sub(r"\bAsync([A-Z])", r"\1", s)
s = re.sub(r"\bSync([A-Z])", r"\1", s)
return s