Compare commits

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Author SHA1 Message Date
Sydney Runkle 9f8e2c83ac error message 2026-03-09 11:20:47 -04:00
Sydney Runkle 4826222d4d raise on update input 2026-03-09 11:00:34 -04:00
79 changed files with 1796 additions and 13970 deletions
+2 -2
View File
@@ -117,8 +117,8 @@ jobs:
timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h
echo "Finished starting up langgraph-test-h"
LANGGRAPH_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langgraph'); print(v);")
if [ "$LANGGRAPH_VERSION" != "1.1.2" ]; then
echo "LANGGRAPH_VERSION != 1.1.2; $LANGGRAPH_VERSION"
if [ "$LANGGRAPH_VERSION" != "1.0.8" ]; then
echo "LANGGRAPH_VERSION != 1.0.8; $LANGGRAPH_VERSION"
exit 1
fi
LANGCHAIN_OPENAI_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-openai'); print(v);")
+1 -1
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@@ -33,7 +33,7 @@ jobs:
enable-cache: true
cache-suffix: test-${{ inputs.working-directory }}
- name: Login to Docker Hub
uses: docker/login-action@v4
uses: docker/login-action@v3
if: ${{ !github.event.pull_request.head.repo.fork }}
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
+1 -1
View File
@@ -31,7 +31,7 @@ jobs:
enable-cache: true
cache-suffix: "test-langgraph"
- name: Login to Docker Hub
uses: docker/login-action@v4
uses: docker/login-action@v3
if: ${{ !github.event.pull_request.head.repo.fork }}
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
+2 -2
View File
@@ -48,7 +48,7 @@ jobs:
working-directory: ${{ inputs.working-directory }}
- name: Upload build
uses: actions/upload-artifact@v7
uses: actions/upload-artifact@v6
with:
name: test-dist
path: ${{ inputs.working-directory }}/dist/
@@ -76,7 +76,7 @@ jobs:
steps:
- uses: actions/checkout@v6
- uses: actions/download-artifact@v8
- uses: actions/download-artifact@v7
with:
name: test-dist
path: ${{ inputs.working-directory }}/dist/
+1 -1
View File
@@ -30,7 +30,7 @@ jobs:
deps: ${{ steps.filter.outputs.deps || 'true' }}
steps:
- uses: actions/checkout@v6
- uses: dorny/paths-filter@v4
- uses: dorny/paths-filter@v3
if: github.event_name != 'workflow_dispatch'
id: filter
with:
+3 -3
View File
@@ -50,7 +50,7 @@ jobs:
working-directory: ${{ inputs.working-directory }}
- name: Upload build
uses: actions/upload-artifact@v7
uses: actions/upload-artifact@v6
with:
name: dist
path: ${{ inputs.working-directory }}/dist/
@@ -269,7 +269,7 @@ jobs:
enable-cache: true
cache-suffix: "release"
- uses: actions/download-artifact@v8
- uses: actions/download-artifact@v7
with:
name: dist
path: ${{ inputs.working-directory }}/dist/
@@ -310,7 +310,7 @@ jobs:
enable-cache: true
cache-suffix: "release"
- uses: actions/download-artifact@v8
- uses: actions/download-artifact@v7
with:
name: dist
path: ${{ inputs.working-directory }}/dist/
-14
View File
@@ -1,14 +0,0 @@
{
"MD013": false,
"MD024": {
"siblings_only": true
},
"MD025": false,
"MD033": false,
"MD034": false,
"MD036": false,
"MD041": false,
"MD046": {
"style": "fenced"
}
}
+66 -54
View File
@@ -1,81 +1,93 @@
<div align="center">
<a href="https://www.langchain.com/langgraph">
<picture>
<source media="(prefers-color-scheme: dark)" srcset=".github/images/logo-dark.svg">
<source media="(prefers-color-scheme: light)" srcset=".github/images/logo-light.svg">
<img alt="LangGraph Logo" src=".github/images/logo-dark.svg" width="50%">
</picture>
</a>
</div>
<div align="center">
<h3>Low-level orchestration framework for building stateful agents.</h3>
</div>
<div align="center">
<a href="https://opensource.org/licenses/MIT" target="_blank"><img src="https://img.shields.io/pypi/l/langgraph" alt="PyPI - License"></a>
<a href="https://pypistats.org/packages/langgraph" target="_blank"><img src="https://img.shields.io/pepy/dt/langgraph" alt="PyPI - Downloads"></a>
<a href="https://pypi.org/project/langgraph/" target="_blank"><img src="https://img.shields.io/pypi/v/langgraph.svg?label=%20" alt="Version"></a>
<a href="https://x.com/langchain" target="_blank"><img src="https://img.shields.io/twitter/url/https/twitter.com/langchain.svg?style=social&label=Follow%20%40LangChain" alt="Twitter / X"></a>
</div>
<picture class="github-only">
<source media="(prefers-color-scheme: light)" srcset=".github/images/logo-light.svg">
<source media="(prefers-color-scheme: dark)" srcset=".github/images/logo-dark.svg">
<img alt="LangGraph Logo" src=".github/images/logo-dark.svg" width="50%">
</picture>
<div>
<br>
</div>
[![Version](https://img.shields.io/pypi/v/langgraph.svg)](https://pypi.org/project/langgraph/)
[![Downloads](https://static.pepy.tech/badge/langgraph/month)](https://pepy.tech/project/langgraph)
[![Open Issues](https://img.shields.io/github/issues-raw/langchain-ai/langgraph)](https://github.com/langchain-ai/langgraph/issues)
[![Docs](https://img.shields.io/badge/docs-latest-blue)](https://docs.langchain.com/oss/python/langgraph/overview)
Trusted by companies shaping the future of agents including Klarna, Replit, Elastic, and more LangGraph is a low-level orchestration framework for building, managing, and deploying long-running, stateful agents.
```bash
## Get started
Install LangGraph:
```
pip install -U langgraph
```
If you're looking to quickly build agents with LangChain's `create_agent` (built on LangGraph), check out the [LangChain Agents documentation](https://docs.langchain.com/oss/python/langchain/agents).
Create a simple workflow:
> [!NOTE]
> Looking for the JS/TS library? Check out [LangGraph.js](https://github.com/langchain-ai/langgraphjs) and the [JS docs](https://docs.langchain.com/oss/javascript/langgraph/overview).
```python
from langgraph.graph import START, StateGraph
from typing_extensions import TypedDict
## Why use LangGraph?
LangGraph provides low-level supporting infrastructure for *any* long-running, stateful workflow or agent:
class State(TypedDict):
text: str
- **[Durable execution](https://docs.langchain.com/oss/python/langgraph/durable-execution)** — Build agents that persist through failures and can run for extended periods, automatically resuming from exactly where they left off.
- **[Human-in-the-loop](https://docs.langchain.com/oss/python/langgraph/interrupts)** — Seamlessly incorporate human oversight by inspecting and modifying agent state at any point during execution.
- **[Comprehensive memory](https://docs.langchain.com/oss/python/langgraph/memory)** — Create truly stateful agents with both short-term working memory for ongoing reasoning and long-term persistent memory across sessions.
- **[Debugging with LangSmith](https://www.langchain.com/langsmith)** — Gain deep visibility into complex agent behavior with visualization tools that trace execution paths, capture state transitions, and provide detailed runtime metrics.
- **[Production-ready deployment](https://docs.langchain.com/langsmith/deployments)** — Deploy sophisticated agent systems confidently with scalable infrastructure designed to handle the unique challenges of stateful, long-running workflows.
def node_a(state: State) -> dict:
return {"text": state["text"] + "a"}
def node_b(state: State) -> dict:
return {"text": state["text"] + "b"}
graph = StateGraph(State)
graph.add_node("node_a", node_a)
graph.add_node("node_b", node_b)
graph.add_edge(START, "node_a")
graph.add_edge("node_a", "node_b")
print(graph.compile().invoke({"text": ""}))
# {'text': 'ab'}
```
Get started with the [LangGraph Quickstart](https://docs.langchain.com/oss/python/langgraph/quickstart).
To quickly build agents with LangChain's `create_agent` (built on LangGraph), see the [LangChain Agents documentation](https://docs.langchain.com/oss/python/langchain/agents).
> [!TIP]
> For developing, debugging, and deploying AI agents and LLM applications, see [LangSmith](https://docs.langchain.com/langsmith/home).
## LangGraph ecosystem
## Core benefits
While LangGraph can be used standalone, it also integrates seamlessly with any LangChain product, giving developers a full suite of tools for building agents.
LangGraph provides low-level supporting infrastructure for *any* long-running, stateful workflow or agent. LangGraph does not abstract prompts or architecture, and provides the following central benefits:
To improve your LLM application development, pair LangGraph with:
- [Durable execution](https://docs.langchain.com/oss/python/langgraph/durable-execution): Build agents that persist through failures and can run for extended periods, automatically resuming from exactly where they left off.
- [Human-in-the-loop](https://docs.langchain.com/oss/python/langgraph/interrupts): Seamlessly incorporate human oversight by inspecting and modifying agent state at any point during execution.
- [Comprehensive memory](https://docs.langchain.com/oss/python/langgraph/memory): Create truly stateful agents with both short-term working memory for ongoing reasoning and long-term persistent memory across sessions.
- [Debugging with LangSmith](http://www.langchain.com/langsmith): Gain deep visibility into complex agent behavior with visualization tools that trace execution paths, capture state transitions, and provide detailed runtime metrics.
- [Production-ready deployment](https://docs.langchain.com/langsmith/app-development): Deploy sophisticated agent systems confidently with scalable infrastructure designed to handle the unique challenges of stateful, long-running workflows.
- [Deep Agents](https://github.com/langchain-ai/deepagents) *(new!)* Build agents that can plan, use subagents, and leverage file systems for complex tasks.
## LangGraphs ecosystem
While LangGraph can be used standalone, it also integrates seamlessly with any LangChain product, giving developers a full suite of tools for building agents. To improve your LLM application development, pair LangGraph with:
- [LangSmith](http://www.langchain.com/langsmith) — Helpful for agent evals and observability. Debug poor-performing LLM app runs, evaluate agent trajectories, gain visibility in production, and improve performance over time.
- [LangSmith Deployment](https://docs.langchain.com/langsmith/deployments) — Deploy and scale agents effortlessly with a purpose-built deployment platform for long running, stateful workflows. Discover, reuse, configure, and share agents across teams — and iterate quickly with visual prototyping in [LangGraph Studio](https://docs.langchain.com/oss/python/langgraph/studio).
- [LangChain](https://docs.langchain.com/oss/python/langchain/overview) Provides integrations and composable components to streamline LLM application development.
- [LangSmith](https://www.langchain.com/langsmith) Helpful for agent evals and observability. Debug poor-performing LLM app runs, evaluate agent trajectories, gain visibility in production, and improve performance over time.
- [LangSmith Deployment](https://docs.langchain.com/langsmith/deployments) Deploy and scale agents effortlessly with a purpose-built deployment platform for long-running, stateful workflows. Discover, reuse, configure, and share agents across teams and iterate quickly with visual prototyping in [LangSmith Studio](https://docs.langchain.com/langsmith/studio).
---
## Documentation
- [docs.langchain.com](https://docs.langchain.com/oss/python/langgraph/overview) Comprehensive documentation, including conceptual overviews and guides
- [reference.langchain.com/python/langgraph](https://reference.langchain.com/python/langgraph) API reference docs for LangGraph packages
- [LangGraph Quickstart](https://docs.langchain.com/oss/python/langgraph/quickstart) Get started building with LangGraph
- [Chat LangChain](https://chat.langchain.com/) Chat with the LangChain documentation and get answers to your questions
**Discussions**: Visit the [LangChain Forum](https://forum.langchain.com) to connect with the community and share all of your technical questions, ideas, and feedback.
> [!NOTE]
> Looking for the JS version of LangGraph? See the [JS repo](https://github.com/langchain-ai/langgraphjs) and the [JS docs](https://docs.langchain.com/oss/javascript/langgraph/overview).
## Additional resources
- **[Guides](https://docs.langchain.com/oss/python/learn)** Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.).
- **[LangChain Academy](https://academy.langchain.com/courses/intro-to-langgraph)** Learn the basics of LangGraph in our free, structured course.
- **[Case studies](https://www.langchain.com/built-with-langgraph)** Hear how industry leaders use LangGraph to ship AI applications at scale.
- [Contributing Guide](https://docs.langchain.com/oss/python/contributing/overview) Learn how to contribute to LangChain projects and find good first issues.
- [Code of Conduct](https://github.com/langchain-ai/langchain/?tab=coc-ov-file) Our community guidelines and standards for participation.
---
- [Guides](https://docs.langchain.com/oss/python/langgraph/overview): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.).
- [Reference](https://reference.langchain.com/python/langgraph/): Detailed reference on core classes, methods, how to use the graph and checkpointing APIs, and higher-level prebuilt components.
- [Examples](https://docs.langchain.com/oss/python/langgraph/agentic-rag): Guided examples on getting started with LangGraph.
- [LangChain Forum](https://forum.langchain.com/): Connect with the community and share all of your technical questions, ideas, and feedback.
- [LangChain Academy](https://academy.langchain.com/courses/intro-to-langgraph): Learn the basics of LangGraph in our free, structured course.
- [Case studies](https://www.langchain.com/built-with-langgraph): Hear how industry leaders use LangGraph to ship AI applications at scale.
## Acknowledgements
@@ -89,7 +89,7 @@ async def put_test_checkpoint(
vals = channel_values or {}
cv = channel_versions
if cv is None and vals:
cv: ChannelVersions = {k: 1 for k in vals}
cv = {k: 1 for k in vals}
cp["channel_versions"] = cv
nv = new_versions
if nv is None:
+40 -40
View File
@@ -250,15 +250,15 @@ wheels = [
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name = "langgraph-checkpoint"
version = "4.0.1"
version = "4.0.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
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[[package]]
@@ -164,11 +164,12 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
grouped_ops, num_ops = _group_ops(ops)
results: list[Result] = [None] * num_ops
if self.pipe:
async with self.pipe:
await self._execute_batch(grouped_ops, results)
else:
await self._execute_batch(grouped_ops, results)
async with _ainternal.get_connection(self.conn) as conn:
if self.pipe:
async with self.pipe:
await self._execute_batch(grouped_ops, results, conn)
else:
await self._execute_batch(grouped_ops, results, conn)
return results
@@ -409,10 +410,8 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
self,
grouped_ops: dict,
results: list[Result],
conn: AsyncConnection[DictRow] | None = None,
conn: AsyncConnection[DictRow],
) -> None:
# Keep `conn` for compatibility with subclasses overriding this private hook.
# All database I/O goes through `_cursor()`, which owns connection acquisition.
async with self._cursor(pipeline=True) as cur:
if GetOp in grouped_ops:
await self._batch_get_ops(
+1 -1
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph-checkpoint-postgres"
version = "3.0.5"
version = "3.0.4"
description = "Library with a Postgres implementation of LangGraph checkpoint saver."
authors = []
requires-python = ">=3.10"
@@ -20,7 +20,6 @@ from langgraph.store.base import (
)
from psycopg import AsyncConnection
from langgraph.checkpoint.postgres import _ainternal
from langgraph.store.postgres import AsyncPostgresStore
from tests.conftest import (
DEFAULT_URI,
@@ -347,59 +346,6 @@ async def test_batch_list_namespaces_ops(store: AsyncPostgresStore) -> None:
assert ("test", "namespace2") in results[0]
@asynccontextmanager
async def _create_pool_store() -> AsyncIterator[AsyncPostgresStore]:
database = f"test_{uuid.uuid4().hex[:16]}"
uri_parts = DEFAULT_URI.split("/")
uri_base = "/".join(uri_parts[:-1])
query_params = ""
if "?" in uri_parts[-1]:
_, query_params = uri_parts[-1].split("?", 1)
query_params = "?" + query_params
conn_string = f"{uri_base}/{database}{query_params}"
admin_conn_string = DEFAULT_URI
async with await AsyncConnection.connect(
admin_conn_string, autocommit=True
) as conn:
await conn.execute(f"CREATE DATABASE {database}")
try:
async with AsyncPostgresStore.from_conn_string(
conn_string, pool_config={"min_size": 1, "max_size": 1}
) as store:
await store.setup()
yield store
finally:
async with await AsyncConnection.connect(
admin_conn_string, autocommit=True
) as conn:
await conn.execute(f"DROP DATABASE {database}")
async def test_abatch_uses_single_pool_checkout(monkeypatch) -> None:
async with _create_pool_store() as store:
await store.aput(("test",), "key1", {"data": "value1"})
original_get_connection = _ainternal.get_connection
checkout_count = 0
@asynccontextmanager
async def counting_get_connection(conn):
nonlocal checkout_count
checkout_count += 1
async with original_get_connection(conn) as checked_out_conn:
yield checked_out_conn
monkeypatch.setattr(_ainternal, "get_connection", counting_get_connection)
results = await store.abatch([GetOp(namespace=("test",), key="key1")])
assert len(results) == 1
assert results[0] is not None
assert results[0].value == {"data": "value1"}
assert checkout_count == 1
@asynccontextmanager
async def _create_vector_store(
vector_type: str,
+23 -23
View File
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[[package]]
@@ -307,7 +307,7 @@ test = [
[[package]]
name = "langgraph-checkpoint-postgres"
version = "3.0.5"
version = "3.0.4"
source = { editable = "." }
dependencies = [
{ name = "langgraph-checkpoint" },
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store: weakref.ReferenceType[BaseStore],
) -> None:
while item := await aqueue.get():
# don't run batch if the future is done (e.g. cancelled)
if item[0].done():
continue
# check if store is still alive
if s := store():
try:
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items = [item]
try:
while item := aqueue.get_nowait():
# don't insert if the future is done (e.g. cancelled)
if item[0].done():
continue
items.append(item)
except asyncio.QueueEmpty:
pass
+103 -103
View File
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[[package]]
@@ -5,5 +5,5 @@ description = "Test for prerelease stuff"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
"langgraph==1.1.2"
"langgraph==1.0.8"
]
@@ -7,7 +7,7 @@ requires-python = ">=3.10"
dependencies = [
"langchain-openai==1.0.0a2",
"langchain-anthropic==1.0.0a5",
"langgraph==1.1.2"
"langgraph==1.0.8"
]
[tool.uv]
@@ -6,6 +6,6 @@ readme = "README.md"
requires-python = ">=3.10"
dependencies = [
"langchain-openai==1.0.0a2",
"langgraph==1.1.2",
"langgraph==1.0.0a2",
"langchain_community>=0.3.0",
]
+7 -7
View File
@@ -21,23 +21,23 @@
"test:all": "yarn test && yarn test:int && yarn lint:langgraph"
},
"dependencies": {
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"@langchain/langgraph": "^1.2.2"
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},
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File diff suppressed because it is too large Load Diff
@@ -9,8 +9,8 @@
},
"dependencies": {
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"@langchain/langgraph": "^1.2.2"
"@langchain/core": "^1.1.27",
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},
"devDependencies": {
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+5 -5
View File
@@ -17,18 +17,18 @@
"lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
},
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"prettier": "^3.8.1"
}
}
+172 -164
View File
@@ -19,14 +19,14 @@
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@@ -35,26 +35,26 @@
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@@ -103,13 +103,12 @@
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resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.32.tgz#a9baf37e5cb40e8b877160d5d03ef3bf6e8e250d"
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dependencies:
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ansi-styles "^5.0.0"
camelcase "6"
decamelize "1.2.0"
@@ -117,7 +116,7 @@
langsmith ">=0.5.0 <1.0.0"
mustache "^4.2.0"
p-queue "^6.6.2"
uuid "^11.1.0"
uuid "^10.0.0"
zod "^3.25.76 || ^4"
"@langchain/langgraph-checkpoint@^1.0.0":
@@ -127,23 +126,23 @@
dependencies:
uuid "^10.0.0"
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version "1.7.2"
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p-queue "^9.0.1"
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@@ -157,7 +156,7 @@
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version "1.1.0"
resolved "https://registry.yarnpkg.com/@standard-schema/spec/-/spec-1.1.0.tgz#a79b55dbaf8604812f52d140b2c9ab41bc150bb8"
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@@ -192,100 +191,100 @@
resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-10.0.0.tgz#e9c07fe50da0f53dc24970cca94d619ff03f6f6d"
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version "8.57.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.57.0.tgz#6e4085604ab63f55b3dcc61ce2c16965b2c36374"
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"@typescript-eslint/eslint-plugin@^8.56.0":
version "8.56.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.56.0.tgz#5aec3db807a6b8437ea5d5ebf7bd16b4119aba8d"
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natural-compare "^1.4.0"
ts-api-utils "^2.4.0"
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debug "^4.4.3"
ts-api-utils "^2.4.0"
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version "8.57.0"
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"@typescript-eslint/types@8.56.0", "@typescript-eslint/types@^8.56.0":
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resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.56.0.tgz#a2444011b9a98ca13d70411d2cbfed5443b3526a"
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version "8.57.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.57.0.tgz#e0e4a89bfebb207de314826df876e2dabc7dea04"
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"@typescript-eslint/typescript-estree@8.56.0":
version "8.56.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.56.0.tgz#fadbc74c14c5bac947db04980ff58bb178701c2e"
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dependencies:
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"@typescript-eslint/visitor-keys" "8.56.0"
debug "^4.4.3"
minimatch "^10.2.2"
minimatch "^9.0.5"
semver "^7.7.3"
tinyglobby "^0.2.15"
ts-api-utils "^2.4.0"
"@typescript-eslint/utils@8.57.0":
version "8.57.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.57.0.tgz#c7193385b44529b788210d20c94c11de79ad3498"
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"@typescript-eslint/utils@8.56.0":
version "8.56.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.56.0.tgz#063ce6f702ec603de1b83ee795ed5e877d6f7841"
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dependencies:
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"@typescript-eslint/scope-manager" "8.57.0"
"@typescript-eslint/types" "8.57.0"
"@typescript-eslint/typescript-estree" "8.57.0"
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"@typescript-eslint/types" "8.56.0"
"@typescript-eslint/typescript-estree" "8.56.0"
"@typescript-eslint/visitor-keys@8.57.0":
version "8.57.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.57.0.tgz#23aea662279bb66209700854453807a119350f85"
integrity sha512-zm6xx8UT/Xy2oSr2ZXD0pZo7Jx2XsCoID2IUh9YSTFRu7z+WdwYTRk6LhUftm1crwqbuoF6I8zAFeCMw0YjwDg==
"@typescript-eslint/visitor-keys@8.56.0":
version "8.56.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.56.0.tgz#7d6592ab001827d3ce052155edf7ecad19688d7d"
integrity sha512-q+SL+b+05Ud6LbEE35qe4A99P+htKTKVbyiNEe45eCbJFyh/HVK9QXwlrbz+Q4L8SOW4roxSVwXYj4DMBT7Ieg==
dependencies:
"@typescript-eslint/types" "8.57.0"
"@typescript-eslint/types" "8.56.0"
eslint-visitor-keys "^5.0.0"
acorn-jsx@^5.3.2:
@@ -303,10 +302,10 @@ acorn@^8.16.0:
resolved "https://registry.yarnpkg.com/acorn/-/acorn-8.16.0.tgz#4ce79c89be40afe7afe8f3adb902a1f1ce9ac08a"
integrity sha512-UVJyE9MttOsBQIDKw1skb9nAwQuR5wuGD3+82K6JgJlm/Y+KI92oNsMNGZCYdDsVtRHSak0pcV5Dno5+4jh9sw==
ajv@^6.14.0:
version "6.14.0"
resolved "https://registry.yarnpkg.com/ajv/-/ajv-6.14.0.tgz#fd067713e228210636ebb08c60bd3765d6dbe73a"
integrity sha512-IWrosm/yrn43eiKqkfkHis7QioDleaXQHdDVPKg0FSwwd/DuvyX79TZnFOnYpB7dcsFAMmtFztZuXPDvSePkFw==
ajv@^6.12.4:
version "6.12.6"
resolved "https://registry.yarnpkg.com/ajv/-/ajv-6.12.6.tgz#baf5a62e802b07d977034586f8c3baf5adf26df4"
integrity sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==
dependencies:
fast-deep-equal "^3.1.1"
fast-json-stable-stringify "^2.0.0"
@@ -435,6 +434,13 @@ brace-expansion@^1.1.7:
balanced-match "^1.0.0"
concat-map "0.0.1"
brace-expansion@^2.0.2:
version "2.0.2"
resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-2.0.2.tgz#54fc53237a613d854c7bd37463aad17df87214e7"
integrity sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==
dependencies:
balanced-match "^1.0.0"
brace-expansion@^5.0.2:
version "5.0.2"
resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-5.0.2.tgz#b6c16d0791087af6c2bc463f52a8142046c06b6f"
@@ -771,10 +777,10 @@ eslint-plugin-prettier@^5.5.5:
prettier-linter-helpers "^1.0.1"
synckit "^0.11.12"
eslint-scope@^9.1.2:
version "9.1.2"
resolved "https://registry.yarnpkg.com/eslint-scope/-/eslint-scope-9.1.2.tgz#b9de6ace2fab1cff24d2e58d85b74c8fcea39802"
integrity sha512-xS90H51cKw0jltxmvmHy2Iai1LIqrfbw57b79w/J7MfvDfkIkFZ+kj6zC3BjtUwh150HsSSdxXZcsuv72miDFQ==
eslint-scope@^9.1.1:
version "9.1.1"
resolved "https://registry.yarnpkg.com/eslint-scope/-/eslint-scope-9.1.1.tgz#f6a209486e38bd28356b5feb07d445cc99c89967"
integrity sha512-GaUN0sWim5qc8KVErfPBWmc31LEsOkrUJbvJZV+xuL3u2phMUK4HIvXlWAakfC8W4nzlK+chPEAkYOYb5ZScIw==
dependencies:
"@types/esrecurse" "^4.3.1"
"@types/estree" "^1.0.8"
@@ -796,26 +802,26 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==
eslint@^10.0.3:
version "10.0.3"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.0.3.tgz#360a7de7f2706eb8a32caa17ca983f0089efe694"
integrity sha512-COV33RzXZkqhG9P2rZCFl9ZmJ7WL+gQSCRzE7RhkbclbQPtLAWReL7ysA0Sh4c8Im2U9ynybdR56PV0XcKvqaQ==
eslint@^10.0.1:
version "10.0.1"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.0.1.tgz#b5c5f7706782a21590ba6451e7a30d2947273c2d"
integrity sha512-20MV9SUdeN6Jd84xESsKhRly+/vxI+hwvpBMA93s+9dAcjdCuCojn4IqUGS3lvVaqjVYGYHSRMCpeFtF2rQYxQ==
dependencies:
"@eslint-community/eslint-utils" "^4.8.0"
"@eslint-community/regexpp" "^4.12.2"
"@eslint/config-array" "^0.23.3"
"@eslint/config-array" "^0.23.2"
"@eslint/config-helpers" "^0.5.2"
"@eslint/core" "^1.1.1"
"@eslint/plugin-kit" "^0.6.1"
"@eslint/core" "^1.1.0"
"@eslint/plugin-kit" "^0.6.0"
"@humanfs/node" "^0.16.6"
"@humanwhocodes/module-importer" "^1.0.1"
"@humanwhocodes/retry" "^0.4.2"
"@types/estree" "^1.0.6"
ajv "^6.14.0"
ajv "^6.12.4"
cross-spawn "^7.0.6"
debug "^4.3.2"
escape-string-regexp "^4.0.0"
eslint-scope "^9.1.2"
eslint-scope "^9.1.1"
eslint-visitor-keys "^5.0.1"
espree "^11.1.1"
esquery "^1.7.0"
@@ -828,7 +834,7 @@ eslint@^10.0.3:
imurmurhash "^0.1.4"
is-glob "^4.0.0"
json-stable-stringify-without-jsonify "^1.0.1"
minimatch "^10.2.4"
minimatch "^10.2.1"
natural-compare "^1.4.0"
optionator "^0.9.3"
@@ -1373,20 +1379,27 @@ math-intrinsics@^1.1.0:
resolved "https://registry.yarnpkg.com/math-intrinsics/-/math-intrinsics-1.1.0.tgz#a0dd74be81e2aa5c2f27e65ce283605ee4e2b7f9"
integrity sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==
minimatch@^10.2.2, minimatch@^10.2.4:
minimatch@^10.2.1:
version "10.2.4"
resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-10.2.4.tgz#465b3accbd0218b8281f5301e27cedc697f96fde"
integrity sha512-oRjTw/97aTBN0RHbYCdtF1MQfvusSIBQM0IZEgzl6426+8jSC0nF1a/GmnVLpfB9yyr6g6FTqWqiZVbxrtaCIg==
dependencies:
brace-expansion "^5.0.2"
minimatch@^3.1.2, minimatch@^3.1.5:
minimatch@^3.1.2:
version "3.1.5"
resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-3.1.5.tgz#580c88f8d5445f2bd6aa8f3cadefa0de79fbd69e"
integrity sha512-VgjWUsnnT6n+NUk6eZq77zeFdpW2LWDzP6zFGrCbHXiYNul5Dzqk2HHQ5uFH2DNW5Xbp8+jVzaeNt94ssEEl4w==
dependencies:
brace-expansion "^1.1.7"
minimatch@^9.0.5:
version "9.0.9"
resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-9.0.9.tgz#9b0cb9fcb78087f6fd7eababe2511c4d3d60574e"
integrity sha512-OBwBN9AL4dqmETlpS2zasx+vTeWclWzkblfZk7KTA5j3jeOONz/tRCnZomUyvNg83wL5Zv9Ss6HMJXAgL8R2Yg==
dependencies:
brace-expansion "^2.0.2"
minimist@^1.2.0, minimist@^1.2.6:
version "1.2.8"
resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c"
@@ -1850,47 +1863,47 @@ tsconfig-paths@^3.15.0:
minimist "^1.2.6"
strip-bom "^3.0.0"
turbo-darwin-64@2.8.17:
version "2.8.17"
resolved "https://registry.yarnpkg.com/turbo-darwin-64/-/turbo-darwin-64-2.8.17.tgz#265fe92ca6c923fae0c688b2dbcce5602e121221"
integrity sha512-ZFkv2hv7zHpAPEXBF6ouRRXshllOavYc+jjcrYyVHvxVTTwJWsBZwJ/gpPzmOKGvkSjsEyDO5V6aqqtZzwVF+Q==
turbo-darwin-64@2.8.10:
version "2.8.10"
resolved "https://registry.yarnpkg.com/turbo-darwin-64/-/turbo-darwin-64-2.8.10.tgz#38ba73b9bbb3459cd27c6d3b5777bae80daa7e9f"
integrity sha512-A03fXh+B7S8mL3PbdhTd+0UsaGrhfyPkODvzBDpKRY7bbeac4MDFpJ7I+Slf2oSkCEeSvHKR7Z4U71uKRUfX7g==
turbo-darwin-arm64@2.8.17:
version "2.8.17"
resolved "https://registry.yarnpkg.com/turbo-darwin-arm64/-/turbo-darwin-arm64-2.8.17.tgz#0a0fd172a0ea28cc10e494ccf56f8e44301cdd2d"
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turbo-darwin-arm64@2.8.10:
version "2.8.10"
resolved "https://registry.yarnpkg.com/turbo-darwin-arm64/-/turbo-darwin-arm64-2.8.10.tgz#1c7a278a6361aef0a4e94849bf7181ff3c91d782"
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turbo-linux-64@2.8.17:
version "2.8.17"
resolved "https://registry.yarnpkg.com/turbo-linux-64/-/turbo-linux-64-2.8.17.tgz#d4361e48bb0b3c849200723157ecfa085fe465dd"
integrity sha512-KLUbz6w7F73D/Ihh51hVagrKR0/CTsPEbRkvXLXvoND014XJ4BCrQUqSxlQ4/hu+nqp1v5WlM85/h3ldeyujuA==
turbo-linux-64@2.8.10:
version "2.8.10"
resolved "https://registry.yarnpkg.com/turbo-linux-64/-/turbo-linux-64-2.8.10.tgz#aaa6ede45619daab2be359ec6afc3b0a73941272"
integrity sha512-YK9vcpL3TVtqonB021XwgaQhY9hJJbKKUhLv16osxV0HkcQASQWUqR56yMge7puh6nxU67rQlTq1b7ksR1T3KA==
turbo-linux-arm64@2.8.17:
version "2.8.17"
resolved "https://registry.yarnpkg.com/turbo-linux-arm64/-/turbo-linux-arm64-2.8.17.tgz#3fc2d0c93786874651b679ea7a269e3449b2463c"
integrity sha512-pJK67XcNJH40lTAjFu7s/rUlobgVXyB3A3lDoq+/JccB3hf+SysmkpR4Itlc93s8LEaFAI4mamhFuTV17Z6wOg==
turbo-linux-arm64@2.8.10:
version "2.8.10"
resolved "https://registry.yarnpkg.com/turbo-linux-arm64/-/turbo-linux-arm64-2.8.10.tgz#a9a52e4eca69968d85f09adb24ba3aec24a50023"
integrity sha512-3+j2tL0sG95iBJTm+6J8/45JsETQABPqtFyYjVjBbi6eVGdtNTiBmHNKrbvXRlQ3ZbUG75bKLaSSDHSEEN+btQ==
turbo-windows-64@2.8.17:
version "2.8.17"
resolved "https://registry.yarnpkg.com/turbo-windows-64/-/turbo-windows-64-2.8.17.tgz#67f45f883fef586f12807d332702fb8009cce1af"
integrity sha512-EijeQ6zszDMmGZLP2vT2RXTs/GVi9rM0zv2/G4rNu2SSRSGFapgZdxgW4b5zUYLVaSkzmkpWlGfPfj76SW9yUg==
turbo-windows-64@2.8.10:
version "2.8.10"
resolved "https://registry.yarnpkg.com/turbo-windows-64/-/turbo-windows-64-2.8.10.tgz#b0f64a29451477c1ecdc7dbe0555b8e75c464044"
integrity sha512-hdeF5qmVY/NFgiucf8FW0CWJWtyT2QPm5mIsX0W1DXAVzqKVXGq+Zf+dg4EUngAFKjDzoBeN6ec2Fhajwfztkw==
turbo-windows-arm64@2.8.17:
version "2.8.17"
resolved "https://registry.yarnpkg.com/turbo-windows-arm64/-/turbo-windows-arm64-2.8.17.tgz#e3c2a471f6f64e1e4084bd3e51d219cbd6e60608"
integrity sha512-crpfeMPkfECd4V1PQ/hMoiyVcOy04+bWedu/if89S15WhOalHZ2BYUi6DOJhZrszY+mTT99OwpOsj4wNfb/GHQ==
turbo-windows-arm64@2.8.10:
version "2.8.10"
resolved "https://registry.yarnpkg.com/turbo-windows-arm64/-/turbo-windows-arm64-2.8.10.tgz#8d178389a995f98142b7ce8f76e1fce8a4b7c79d"
integrity sha512-QGdr/Q8LWmj+ITMkSvfiz2glf0d7JG0oXVzGL3jxkGqiBI1zXFj20oqVY0qWi+112LO9SVrYdpHS0E/oGFrMbQ==
turbo@^2.8.17:
version "2.8.17"
resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.8.17.tgz#45abeefe9d2ee06bc69c906e8384514b49822dbc"
integrity sha512-YwPsNSqU2f/RXU/+Kcb7cPkPZARxom4+me7LKEdN5jsvy2tpfze3zDZ4EiGrJnvOm9Avu9rK0aaYsP7qZ3iz7A==
turbo@^2.8.10:
version "2.8.10"
resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.8.10.tgz#4ead3ef7c2fd80f9fe367f9a8b88b8a819fb5065"
integrity sha512-OxbzDES66+x7nnKGg2MwBA1ypVsZoDTLHpeaP4giyiHSixbsiTaMyeJqbEyvBdp5Cm28fc+8GG6RdQtic0ijwQ==
optionalDependencies:
turbo-darwin-64 "2.8.17"
turbo-darwin-arm64 "2.8.17"
turbo-linux-64 "2.8.17"
turbo-linux-arm64 "2.8.17"
turbo-windows-64 "2.8.17"
turbo-windows-arm64 "2.8.17"
turbo-darwin-64 "2.8.10"
turbo-darwin-arm64 "2.8.10"
turbo-linux-64 "2.8.10"
turbo-linux-arm64 "2.8.10"
turbo-windows-64 "2.8.10"
turbo-windows-arm64 "2.8.10"
type-check@^0.4.0, type-check@~0.4.0:
version "0.4.0"
@@ -1971,11 +1984,6 @@ uuid@^10.0.0:
resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==
uuid@^11.1.0:
version "11.1.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.0.tgz#9549028be1753bb934fc96e2bca09bb4105ae912"
integrity sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==
uuid@^13.0.0:
version "13.0.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-13.0.0.tgz#263dc341b19b4d755eb8fe36b78d95a6b65707e8"
+1 -1
View File
@@ -1 +1 @@
__version__ = "0.4.18"
__version__ = "0.4.14"
File diff suppressed because it is too large Load Diff
+2 -70
View File
@@ -1,4 +1,3 @@
import copy
import json
import os
import pathlib
@@ -1233,15 +1232,11 @@ def node_config_to_docker(
return os.linesep.join(docker_file_contents), {}
def default_base_image(
config: Config, engine_runtime_mode: str = "combined_queue_worker"
) -> str:
def default_base_image(config: Config) -> str:
if config.get("base_image"):
return config["base_image"]
if config.get("node_version") and not config.get("python_version"):
return "langchain/langgraphjs-api"
if engine_runtime_mode == "distributed":
return "langchain/langgraph-executor"
return "langchain/langgraph-api"
@@ -1334,7 +1329,6 @@ def config_to_compose(
api_version: str | None = None,
image: str | None = None,
watch: bool = False,
engine_runtime_mode: str = "combined_queue_worker",
) -> str:
base_image = base_image or default_base_image(config)
@@ -1368,11 +1362,6 @@ def config_to_compose(
"""
else:
# Save a pristine copy before config_to_docker mutates graph paths
config_snapshot = (
copy.deepcopy(config) if engine_runtime_mode == "distributed" else None
)
dockerfile, additional_contexts = config_to_docker(
config_path=config_path,
config=config,
@@ -1390,7 +1379,7 @@ def config_to_compose(
additional_contexts:
{additional_contexts_str}"""
result = f"""
return f"""
{textwrap.indent(env_vars_str, " ")}
{env_file_str}
pull_policy: build
@@ -1400,60 +1389,3 @@ def config_to_compose(
{textwrap.indent(dockerfile, " ")}
{watch_str}
"""
if engine_runtime_mode == "distributed":
executor_base_image = default_base_image(
config_snapshot, engine_runtime_mode="distributed"
)
executor_dockerfile, executor_additional_contexts = config_to_docker(
config_path=config_path,
config=config_snapshot,
base_image=executor_base_image,
api_version=api_version,
escape_variables=True,
)
executor_additional_contexts_str = "\n".join(
f" - {name}: {path}"
for name, path in executor_additional_contexts.items()
)
if executor_additional_contexts_str:
executor_additional_contexts_str = f"""
additional_contexts:
{executor_additional_contexts_str}"""
postgres_uri = "postgres://postgres:postgres@langgraph-postgres:5432/postgres?sslmode=disable"
result += f""" langgraph-orchestrator:
image: langchain/langgraph-orchestrator-licensed:latest
depends_on:
langgraph-api:
condition: service_healthy
langgraph-postgres:
condition: service_healthy
environment:
DATABASE_URI: {postgres_uri}
EXECUTOR_TARGET: langgraph-executor:8188
{env_file_str}
langgraph-executor:
depends_on:
langgraph-postgres:
condition: service_healthy
langgraph-api:
condition: service_healthy
entrypoint: ["sh", "/storage/executor_entrypoint.sh"]
environment:
DATABASE_URI: {postgres_uri}
REDIS_URI: redis://langgraph-redis:6379
EXECUTOR_GRPC_PORT: "8188"
ENGINE_GRPC_ADDRESS: "langgraph-orchestrator:50054"
LSD_GRPC_SERVER_ADDRESS: "localhost:50050"
LANGGRAPH_HTTP: ""
{env_file_str}
pull_policy: build
build:
context: .{executor_additional_contexts_str}
dockerfile_inline: |
{textwrap.indent(executor_dockerfile, " ")}
"""
return result
+4 -11
View File
@@ -149,7 +149,6 @@ def compose_as_dict(
base_image: str | None = None,
# API version of the base image
api_version: str | None = None,
engine_runtime_mode: str = "combined_queue_worker",
) -> dict:
"""Create a docker compose file as a dictionary in YML style."""
if postgres_uri is None:
@@ -208,19 +207,15 @@ def compose_as_dict(
)["langgraph-debugger"]
# Add langgraph-api service
api_environment = {
"REDIS_URI": "redis://langgraph-redis:6379",
"POSTGRES_URI": postgres_uri,
}
if engine_runtime_mode == "distributed":
api_environment["N_JOBS_PER_WORKER"] = '"0"'
services["langgraph-api"] = {
"ports": [f'"{port}:8000"'],
"depends_on": {
"langgraph-redis": {"condition": "service_healthy"},
},
"environment": api_environment,
"environment": {
"REDIS_URI": "redis://langgraph-redis:6379",
"POSTGRES_URI": postgres_uri,
},
}
if image:
services["langgraph-api"]["image"] = image
@@ -260,7 +255,6 @@ def compose(
image: str | None = None,
base_image: str | None = None,
api_version: str | None = None,
engine_runtime_mode: str = "combined_queue_worker",
) -> str:
"""Create a docker compose file as a string."""
compose_content = compose_as_dict(
@@ -272,7 +266,6 @@ def compose(
image=image,
base_image=base_image,
api_version=api_version,
engine_runtime_mode=engine_runtime_mode,
)
compose_str = dict_to_yaml(compose_content)
return compose_str
-59
View File
@@ -1,59 +0,0 @@
"""Helpers for the ``langgraph logs`` CLI command."""
from __future__ import annotations
from datetime import datetime, timezone
import click
from langgraph_cli.host_backend import HostBackendClient
def resolve_deployment_id(
client: HostBackendClient,
deployment_id: str | None,
name: str | None,
) -> str:
"""Resolve a deployment ID from --deployment-id or --name."""
if deployment_id:
return deployment_id
if not name:
raise click.UsageError("Either --deployment-id or --name is required.")
existing = client.list_deployments(name_contains=name)
if isinstance(existing, dict):
for dep in existing.get("resources", []):
if isinstance(dep, dict) and dep.get("name") == name:
found_id = dep.get("id")
if found_id:
return str(found_id)
raise click.ClickException(f"Deployment '{name}' not found.")
def format_timestamp(ts) -> str:
"""Convert a timestamp (epoch ms or string) to a readable string."""
if isinstance(ts, (int, float)):
dt = datetime.fromtimestamp(ts / 1000, tz=timezone.utc)
return dt.strftime("%Y-%m-%d %H:%M:%S")
return str(ts) if ts else ""
def format_log_entry(entry: dict) -> str:
"""Format a single log entry for display."""
ts = format_timestamp(entry.get("timestamp", ""))
level = entry.get("level", "")
message = entry.get("message", "")
if ts and level:
return f"[{ts}] [{level}] {message}"
elif ts:
return f"[{ts}] {message}"
return message
def level_fg(level: str) -> str | None:
"""Return click color for a log level."""
level_upper = level.upper() if level else ""
if level_upper in {"ERROR", "CRITICAL"}:
return "red"
if level_upper == "WARNING":
return "yellow"
return None
-143
View File
@@ -1,143 +0,0 @@
"""HTTP client for LangGraph host backend deployments."""
from __future__ import annotations
from typing import Any
import click
import httpx
class HostBackendError(click.ClickException):
"""Raised when the host backend returns an error response."""
def __init__(self, message: str, status_code: int | None = None):
super().__init__(message)
self.status_code = status_code
class HostBackendClient:
"""Minimal JSON HTTP client for the host backend deployment service."""
def __init__(
self,
base_url: str,
api_key: str,
tenant_id: str | None = None,
):
if not base_url:
raise click.UsageError("Host backend URL is required")
transport = httpx.HTTPTransport(retries=3)
headers: dict[str, str] = {
"X-Api-Key": api_key,
"Accept": "application/json",
}
if tenant_id:
headers["X-Tenant-ID"] = tenant_id
self._base_url = base_url.rstrip("/")
self._client = httpx.Client(
base_url=self._base_url,
headers=headers,
transport=transport,
timeout=30,
)
def _request(
self,
method: str,
path: str,
payload: dict[str, Any] | None = None,
params: dict[str, Any] | None = None,
) -> Any:
try:
resp = self._client.request(method, path, json=payload, params=params)
resp.raise_for_status()
except httpx.HTTPStatusError as err:
detail = err.response.text or str(err.response.status_code)
raise HostBackendError(
f"{method} {path} failed with status {err.response.status_code}: {detail}",
status_code=err.response.status_code,
) from None
except httpx.TransportError as err:
raise HostBackendError(str(err)) from None
if not resp.content:
return None
try:
return resp.json()
except ValueError as err:
raise HostBackendError(
f"Failed to decode response from {path}: {err}"
) from None
def create_deployment(self, payload: dict[str, Any]) -> dict[str, Any]:
return self._request("POST", "/v2/deployments", payload)
def list_deployments(self, name_contains: str = "") -> dict[str, Any]:
return self._request(
"GET",
"/v2/deployments",
params={"name_contains": name_contains},
)
def get_deployment(self, deployment_id: str) -> dict[str, Any]:
return self._request("GET", f"/v2/deployments/{deployment_id}")
def delete_deployment(self, deployment_id: str) -> None:
return self._request("DELETE", f"/v2/deployments/{deployment_id}")
def request_push_token(self, deployment_id: str) -> dict[str, Any]:
return self._request(
"POST",
f"/v2/deployments/{deployment_id}/push-token",
)
def update_deployment(
self,
deployment_id: str,
image_uri: str,
secrets: list[dict[str, str]] | None = None,
) -> dict[str, Any]:
payload: dict[str, Any] = {
"source_revision_config": {"image_uri": image_uri},
}
if secrets is not None:
payload["secrets"] = secrets
return self._request(
"PATCH",
f"/v2/deployments/{deployment_id}",
payload,
)
def list_revisions(self, deployment_id: str, limit: int = 1) -> dict[str, Any]:
return self._request(
"GET",
f"/v2/deployments/{deployment_id}/revisions?limit={limit}",
)
def get_revision(self, deployment_id: str, revision_id: str) -> dict[str, Any]:
return self._request(
"GET",
f"/v2/deployments/{deployment_id}/revisions/{revision_id}",
)
def get_build_logs(
self, project_id: str, revision_id: str, payload: dict[str, Any]
) -> Any:
return self._request(
"POST",
f"/v1/projects/{project_id}/revisions/{revision_id}/build_logs",
payload,
)
def get_deploy_logs(
self,
project_id: str,
payload: dict[str, Any],
revision_id: str | None = None,
) -> Any:
if revision_id:
path = f"/v1/projects/{project_id}/revisions/{revision_id}/deploy_logs"
else:
path = f"/v1/projects/{project_id}/deploy_logs"
return self._request("POST", path, payload)
+6 -25
View File
@@ -12,12 +12,8 @@ class Progress:
while True:
yield from "|/-\\"
def __init__(self, *, message="", elapsed: bool = False):
def __init__(self, *, message=""):
self.message = message
self._base_message = message
self._show_elapsed = elapsed
# use this to make sure we don't kill thread when we set msg to ""
self._stop = threading.Event()
self.spinner_generator = self.spinning_cursor()
def spinner_iteration(self):
@@ -33,23 +29,9 @@ class Progress:
)
sys.stdout.flush()
def _format_elapsed(self, seconds: float) -> str:
mins, secs = divmod(int(seconds), 60)
if mins:
return f"{self._base_message} ({mins}m {secs:02d}s)"
return f"{self._base_message} ({secs}s)"
def spinner_task(self):
start = time.monotonic()
while not self._stop.is_set():
if not self.message:
time.sleep(self.delay)
continue
if self._show_elapsed:
self.message = self._format_elapsed(time.monotonic() - start)
while self.message:
message = self.message
if not message:
continue
sys.stdout.write(next(self.spinner_generator) + " " + message)
sys.stdout.flush()
time.sleep(self.delay)
@@ -68,22 +50,21 @@ class Progress:
def set_message(message):
self.message = message
self._base_message = message or self._base_message
if not message:
self.thread.join()
return set_message
else:
def set_message(message):
if message:
sys.stderr.write(message + "\n")
sys.stderr.flush()
sys.stderr.write(message + "\n")
sys.stderr.flush()
return set_message
def __exit__(self, exception, value, tb):
if sys.stdout.isatty():
self.message = ""
self._stop.set()
try:
self.thread.join()
finally:
+55 -19
View File
@@ -8,20 +8,31 @@ from zipfile import ZipFile
import click
TEMPLATES: dict[str, dict[str, str]] = {
"Deep Agent": {
"description": "An opinionated deployment template for a Deep Agent.",
"python": "https://github.com/langchain-ai/deep-agent-template/archive/refs/heads/main.zip",
"js": "https://github.com/langchain-ai/deep-agent-template-js/archive/refs/heads/main.zip",
},
"Agent": {
"description": "A simple agent that can be flexibly extended to many tools.",
"python": "https://github.com/langchain-ai/simple-agent-template/archive/refs/heads/main.zip",
},
"New LangGraph Project": {
"description": "A simple, minimal chatbot with memory.",
"python": "https://github.com/langchain-ai/new-langgraph-project/archive/refs/heads/main.zip",
"js": "https://github.com/langchain-ai/new-langgraphjs-project/archive/refs/heads/main.zip",
},
"ReAct Agent": {
"description": "A simple agent that can be flexibly extended to many tools.",
"python": "https://github.com/langchain-ai/react-agent/archive/refs/heads/main.zip",
"js": "https://github.com/langchain-ai/react-agent-js/archive/refs/heads/main.zip",
},
"Memory Agent": {
"description": "A ReAct-style agent with an additional tool to store memories for use across conversational threads.",
"python": "https://github.com/langchain-ai/memory-agent/archive/refs/heads/main.zip",
"js": "https://github.com/langchain-ai/memory-agent-js/archive/refs/heads/main.zip",
},
"Retrieval Agent": {
"description": "An agent that includes a retrieval-based question-answering system.",
"python": "https://github.com/langchain-ai/retrieval-agent-template/archive/refs/heads/main.zip",
"js": "https://github.com/langchain-ai/retrieval-agent-template-js/archive/refs/heads/main.zip",
},
"Data-enrichment Agent": {
"description": "An agent that performs web searches and organizes its findings into a structured format.",
"python": "https://github.com/langchain-ai/data-enrichment/archive/refs/heads/main.zip",
"js": "https://github.com/langchain-ai/data-enrichment-js/archive/refs/heads/main.zip",
},
}
# Generate TEMPLATE_IDS programmatically
@@ -67,25 +78,19 @@ def _choose_template() -> str:
click.secho("❌ Invalid choice. Please try again.", fg="red")
return _choose_template()
template_info = TEMPLATES[selected_template]
available_langs = [lang for lang in ("python", "js") if lang in template_info]
# Prompt the user to choose between Python or JS/TS version
click.secho(
f"\nYou selected: {selected_template} - {template_info['description']}",
f"\nYou selected: {selected_template} - {TEMPLATES[selected_template]['description']}",
fg="green",
)
if len(available_langs) == 1:
return template_info[available_langs[0]]
version_choice: int = click.prompt(
"Choose language (1 for Python 🐍, 2 for JS/TS 🌐)", type=int
)
if version_choice == 1:
return template_info["python"]
return TEMPLATES[selected_template]["python"]
elif version_choice == 2:
return template_info["js"]
return TEMPLATES[selected_template]["js"]
else:
click.secho("❌ Invalid choice. Please try again.", fg="red")
return _choose_template()
@@ -125,6 +130,37 @@ def _download_repo_with_requests(repo_url: str, path: str) -> None:
sys.exit(1)
def _get_template_url(template_name: str) -> str | None:
"""
Retrieves the template URL based on the provided template name.
Args:
template_name: The name of the template.
Returns:
Optional[str]: The URL of the template if found, else None.
"""
if template_name in TEMPLATES:
click.secho(f"Template selected: {template_name}", fg="green")
version_choice: int = click.prompt(
"Choose version (1 for Python 🐍, 2 for JS/TS 🌐)", type=int
)
if version_choice == 1:
return TEMPLATES[template_name]["python"]
elif version_choice == 2:
return TEMPLATES[template_name]["js"]
else:
click.secho("❌ Invalid choice. Please try again.", fg="red")
return None
else:
click.secho(
f"Template '{template_name}' not found. Please select from the available options.",
fg="red",
)
return None
def create_new(path: str | None, template: str | None) -> None:
"""Create a new LangGraph project at the specified PATH using the chosen TEMPLATE.
-34
View File
@@ -1,5 +1,3 @@
from collections.abc import Sequence
import click
@@ -25,35 +23,3 @@ def warn_non_wolfi_distro(config_json: dict) -> None:
fg="yellow",
)
click.secho("") # Empty line for better readability
def _extract_deployment_url(deployment: dict[str, object]) -> str:
source_config = deployment.get("source_config")
if isinstance(source_config, dict):
custom_url = source_config.get("custom_url")
if isinstance(custom_url, str) and custom_url:
return custom_url
return "-"
def format_deployments_table(deployments: Sequence[dict[str, object]]) -> str:
headers = ("Deployment ID", "Deployment Name", "Deployment URL")
rows = [
(
str(deployment.get("id", "-") or "-"),
str(deployment.get("name", "-") or "-"),
_extract_deployment_url(deployment),
)
for deployment in deployments
]
widths = [
max(len(headers[index]), *(len(row[index]) for row in rows))
for index in range(len(headers))
]
def format_row(row: Sequence[str]) -> str:
return " ".join(value.ljust(widths[index]) for index, value in enumerate(row))
lines = [format_row(headers), format_row(tuple("-" * width for width in widths))]
lines.extend(format_row(row) for row in rows)
return "\n".join(lines)
+1 -2
View File
@@ -13,9 +13,7 @@ license = "MIT"
license-files = ['LICENSE']
dependencies = [
"click>=8.1.7",
"httpx>=0.24.0",
"langgraph-sdk>=0.1.0 ; python_version >= '3.11'",
"python-dotenv>=0.8.0",
]
[tool.hatch.version]
path = "langgraph_cli/__init__.py"
@@ -23,6 +21,7 @@ path = "langgraph_cli/__init__.py"
inmem = [
"langgraph-api>=0.5.35,<0.8.0 ; python_version >= '3.11'",
"langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
"python-dotenv>=0.8.0",
]
[project.urls]
-369
View File
@@ -9,7 +9,6 @@ from pathlib import Path
from click.testing import CliRunner
import langgraph_cli.cli as cli_module
from langgraph_cli.cli import cli, prepare_args_and_stdin
from langgraph_cli.config import Config, _get_pip_cleanup_lines, validate_config
from langgraph_cli.docker import DEFAULT_POSTGRES_URI, DockerCapabilities, Version
@@ -288,238 +287,6 @@ def test_version_option() -> None:
)
def test_top_level_help_shows_deploy_subcommands() -> None:
runner = CliRunner()
result = runner.invoke(cli, ["--help"])
assert result.exit_code == 0, result.output
assert "deploy" in result.output
assert "deploy list" in result.output
assert "deploy delete" in result.output
assert "[Beta] List LangSmith Deployments." in result.output
def test_top_level_help_truncates_command_descriptions_to_single_line() -> None:
runner = CliRunner()
result = runner.invoke(cli, ["--help"])
assert result.exit_code == 0, result.output
lines = result.output.splitlines()
deploy_line = next(line for line in lines if line.strip().startswith("deploy"))
deploy_list_line = next(
line for line in lines if line.strip().startswith("deploy list")
)
assert not lines[lines.index(deploy_line) + 1].startswith(" ")
assert "..." in deploy_line
assert "[Beta] List LangSmith Deployments." in deploy_list_line
def test_deploy_list_command(monkeypatch) -> None:
runner = CliRunner()
captured: dict[str, str] = {}
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
captured["host_url"] = host_url
captured["api_key"] = api_key
captured["tenant_id"] = tenant_id or ""
def list_deployments(self, name_contains: str = ""):
captured["name_contains"] = name_contains
return {
"resources": [
{
"id": "dep-123",
"name": "alpha",
"source_config": {"custom_url": "https://alpha.example.com"},
},
{
"id": "dep-456",
"name": "beta",
"source_config": {"custom_url": "https://beta.example.com"},
},
]
}
monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"list",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
"--name-contains",
"alp",
],
)
assert result.exit_code == 0, result.output
assert captured == {
"host_url": "https://api.example.com",
"api_key": "test-key",
"tenant_id": "",
"name_contains": "alp",
}
assert "Deployment ID" in result.output
assert "Deployment Name" in result.output
assert "Deployment URL" in result.output
assert "dep-123" in result.output
assert "https://beta.example.com" in result.output
def test_deploy_list_command_no_results(monkeypatch) -> None:
runner = CliRunner()
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
pass
def list_deployments(self, name_contains: str = ""):
return {"resources": []}
monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"list",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
],
)
assert result.exit_code == 0, result.output
assert result.output.strip() == "No deployments found."
def test_deploy_delete_command(monkeypatch) -> None:
runner = CliRunner()
captured: dict[str, str] = {}
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
captured["host_url"] = host_url
captured["api_key"] = api_key
captured["tenant_id"] = tenant_id or ""
def delete_deployment(self, deployment_id: str):
captured["deployment_id"] = deployment_id
return None
monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"delete",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
"dep-123",
],
input="y\n",
)
assert result.exit_code == 0, result.output
assert captured == {
"host_url": "https://api.example.com",
"api_key": "test-key",
"tenant_id": "",
"deployment_id": "dep-123",
}
assert (
"Are you sure you want to delete deployment ID dep-123? (Y/n):" in result.output
)
assert result.output.strip().endswith("Deleted deployment dep-123.")
def test_deploy_delete_command_cancelled(monkeypatch) -> None:
runner = CliRunner()
deleted = False
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
pass
def delete_deployment(self, deployment_id: str):
nonlocal deleted
deleted = True
return None
monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"delete",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
"dep-123",
],
input="n\n",
)
assert result.exit_code == 1, result.output
assert not deleted
assert "Aborted!" in result.output
def test_deploy_delete_command_force(monkeypatch) -> None:
runner = CliRunner()
captured: dict[str, str] = {}
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
captured["host_url"] = host_url
captured["api_key"] = api_key
captured["tenant_id"] = tenant_id or ""
def delete_deployment(self, deployment_id: str):
captured["deployment_id"] = deployment_id
return None
monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"delete",
"--force",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
"dep-123",
],
)
assert result.exit_code == 0, result.output
assert "Are you sure you want to delete deployment ID dep-123?" not in result.output
assert captured == {
"host_url": "https://api.example.com",
"api_key": "test-key",
"tenant_id": "",
"deployment_id": "dep-123",
}
assert result.output.strip() == "Deleted deployment dep-123."
def test_dockerfile_command_basic() -> None:
"""Test the 'dockerfile' command with basic configuration."""
runner = CliRunner()
@@ -1055,139 +822,3 @@ def test_prepare_args_and_stdin_with_api_version_and_image() -> None:
# When image is provided, api_version should be ignored for the image
# but the stdin should not contain a build section (since image is provided)
assert "pull_policy: build" not in actual_stdin
def test_dockerfile_command_distributed_mode() -> None:
"""Test the 'dockerfile' command with --engine-runtime-mode distributed."""
runner = CliRunner()
config_content = {
"python_version": "3.11",
"graphs": {"agent": "agent.py:graph"},
"dependencies": ["."],
}
with temporary_config_folder(config_content) as temp_dir:
save_path = temp_dir / "Dockerfile"
agent_path = temp_dir / "agent.py"
agent_path.touch()
result = runner.invoke(
cli,
[
"dockerfile",
str(save_path),
"--config",
str(temp_dir / "config.json"),
"--engine-runtime-mode",
"distributed",
],
)
assert result.exit_code == 0, result.output
assert "✅ Created: Dockerfile" in result.output
assert save_path.exists()
with open(save_path) as f:
dockerfile = f.read()
assert "FROM langchain/langgraph-executor:3.11" in dockerfile
def test_dockerfile_command_combined_mode() -> None:
"""Test the 'dockerfile' command with --engine-runtime-mode combined_queue_worker."""
runner = CliRunner()
config_content = {
"python_version": "3.11",
"graphs": {"agent": "agent.py:graph"},
"dependencies": ["."],
}
with temporary_config_folder(config_content) as temp_dir:
save_path = temp_dir / "Dockerfile"
agent_path = temp_dir / "agent.py"
agent_path.touch()
result = runner.invoke(
cli,
[
"dockerfile",
str(save_path),
"--config",
str(temp_dir / "config.json"),
"--engine-runtime-mode",
"combined_queue_worker",
],
)
assert result.exit_code == 0, result.output
assert save_path.exists()
with open(save_path) as f:
dockerfile = f.read()
assert "FROM langchain/langgraph-api:3.11" in dockerfile
def test_dockerfile_command_distributed_with_explicit_base_image() -> None:
"""Test distributed mode with explicit --base-image overrides executor default."""
runner = CliRunner()
config_content = {
"python_version": "3.11",
"graphs": {"agent": "agent.py:graph"},
"dependencies": ["."],
}
with temporary_config_folder(config_content) as temp_dir:
save_path = temp_dir / "Dockerfile"
agent_path = temp_dir / "agent.py"
agent_path.touch()
result = runner.invoke(
cli,
[
"dockerfile",
str(save_path),
"--config",
str(temp_dir / "config.json"),
"--engine-runtime-mode",
"distributed",
"--base-image",
"my-custom-executor:latest",
],
)
assert result.exit_code == 0, result.output
assert save_path.exists()
with open(save_path) as f:
dockerfile = f.read()
assert "FROM my-custom-executor:latest" in dockerfile
def test_prepare_args_and_stdin_distributed_mode() -> None:
"""Test prepare_args_and_stdin with distributed mode includes all services."""
config_path = pathlib.Path(__file__).parent / "langgraph.json"
config = validate_config(
Config(dependencies=["."], graphs={"agent": "agent.py:graph"})
)
port = 8000
actual_args, actual_stdin = prepare_args_and_stdin(
capabilities=DEFAULT_DOCKER_CAPABILITIES,
config_path=config_path,
config=config,
docker_compose=None,
port=port,
watch=False,
engine_runtime_mode="distributed",
)
# API service should use langgraph-api base image
assert "FROM langchain/langgraph-api:" in actual_stdin
# Distributed mode sets N_JOBS_PER_WORKER=0 on the API service
assert 'N_JOBS_PER_WORKER: "0"' in actual_stdin
# Orchestrator service present
assert "langgraph-orchestrator:" in actual_stdin
# Executor service present with correct base image
assert "langgraph-executor:" in actual_stdin
assert "FROM langchain/langgraph-executor:" in actual_stdin
assert "executor_entrypoint.sh" in actual_stdin
-191
View File
@@ -13,7 +13,6 @@ from langgraph_cli.config import (
_get_pip_cleanup_lines,
config_to_compose,
config_to_docker,
default_base_image,
docker_tag,
has_disallowed_build_command_content,
validate_config,
@@ -1696,196 +1695,6 @@ def test_config_to_compose_with_api_version():
assert "FROM langchain/langgraphjs-api:0.2.74-node20" in actual_compose_str
def test_default_base_image_combined_mode():
"""Test default_base_image returns langgraph-api for combined_queue_worker mode."""
config = validate_config(
{
"dependencies": ["."],
"graphs": {"agent": "./agent.py:graph"},
}
)
assert default_base_image(config) == "langchain/langgraph-api"
assert (
default_base_image(config, engine_runtime_mode="combined_queue_worker")
== "langchain/langgraph-api"
)
def test_default_base_image_distributed_mode():
"""Test default_base_image returns langgraph-executor for distributed mode."""
config = validate_config(
{
"dependencies": ["."],
"graphs": {"agent": "./agent.py:graph"},
}
)
assert (
default_base_image(config, engine_runtime_mode="distributed")
== "langchain/langgraph-executor"
)
def test_default_base_image_distributed_with_explicit_base():
"""Test default_base_image returns explicit base_image even in distributed mode."""
config = validate_config(
{
"dependencies": ["."],
"graphs": {"agent": "./agent.py:graph"},
"base_image": "my-custom-image:latest",
}
)
assert (
default_base_image(config, engine_runtime_mode="distributed")
== "my-custom-image:latest"
)
def test_default_base_image_nodejs():
"""Test default_base_image returns langgraphjs-api for Node.js config."""
config = validate_config(
{
"node_version": "20",
"graphs": {"agent": "./agent.js:graph"},
}
)
assert default_base_image(config) == "langchain/langgraphjs-api"
def test_config_to_docker_executor_base_image():
"""Test config_to_docker with executor base image for distributed mode."""
graphs = {"agent": "./agent.py:graph"}
config = validate_config({"dependencies": ["."], "graphs": graphs})
actual_docker_stdin, _ = config_to_docker(
PATH_TO_CONFIG,
config,
base_image="langchain/langgraph-executor",
)
assert "FROM langchain/langgraph-executor:3.11" in actual_docker_stdin
assert "LANGSERVE_GRAPHS=" in actual_docker_stdin
def test_config_to_compose_distributed_mode():
"""Test config_to_compose with engine_runtime_mode='distributed'."""
graphs = {"agent": "./agent.py:graph"}
actual_compose_stdin = config_to_compose(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
engine_runtime_mode="distributed",
)
# API service uses langchain/langgraph-api base image
assert "FROM langchain/langgraph-api:3.11" in actual_compose_stdin
# Orchestrator service is present
assert "langgraph-orchestrator:" in actual_compose_stdin
assert "EXECUTOR_TARGET: langgraph-executor:8188" in actual_compose_stdin
# Executor service is present with correct base image
assert "langgraph-executor:" in actual_compose_stdin
assert "FROM langchain/langgraph-executor:3.11" in actual_compose_stdin
assert (
'entrypoint: ["sh", "/storage/executor_entrypoint.sh"]' in actual_compose_stdin
)
# Executor has required environment variables
assert "EXECUTOR_GRPC_PORT:" in actual_compose_stdin
assert "ENGINE_GRPC_ADDRESS:" in actual_compose_stdin
assert "LSD_GRPC_SERVER_ADDRESS:" in actual_compose_stdin
assert 'LANGGRAPH_HTTP: ""' in actual_compose_stdin
assert "REDIS_URI: redis://langgraph-redis:6379" in actual_compose_stdin
def test_config_to_compose_distributed_mode_with_env_file():
"""Test config_to_compose distributed mode propagates env_file to all services."""
graphs = {"agent": "./agent.py:graph"}
actual_compose_stdin = config_to_compose(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs, "env": ".env"}),
"langchain/langgraph-api",
engine_runtime_mode="distributed",
)
# env_file should appear multiple times: API, orchestrator, executor
env_file_count = actual_compose_stdin.count("env_file: .env")
assert env_file_count == 3, (
f"Expected env_file to appear 3 times (api, orchestrator, executor), "
f"got {env_file_count}"
)
def test_config_to_compose_distributed_mode_generates_two_dockerfiles():
"""Test that distributed mode generates separate Dockerfiles for API and executor."""
graphs = {"agent": "./agent.py:graph"}
actual_compose_stdin = config_to_compose(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
engine_runtime_mode="distributed",
)
# Should contain two different FROM lines
from_lines = [
line.strip()
for line in actual_compose_stdin.splitlines()
if line.strip().startswith("FROM ")
]
assert len(from_lines) == 2
assert "FROM langchain/langgraph-api:3.11" in from_lines[0]
assert "FROM langchain/langgraph-executor:3.11" in from_lines[1]
def test_config_to_compose_combined_mode_no_orchestrator():
"""Test that combined_queue_worker mode does NOT generate orchestrator/executor."""
graphs = {"agent": "./agent.py:graph"}
actual_compose_stdin = config_to_compose(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
engine_runtime_mode="combined_queue_worker",
)
assert "langgraph-orchestrator:" not in actual_compose_stdin
assert "langgraph-executor:" not in actual_compose_stdin
def test_config_to_compose_default_mode_no_orchestrator():
"""Test that default mode (no engine_runtime_mode) has no orchestrator/executor."""
graphs = {"agent": "./agent.py:graph"}
actual_compose_stdin = config_to_compose(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
)
assert "langgraph-orchestrator:" not in actual_compose_stdin
assert "langgraph-executor:" not in actual_compose_stdin
def test_config_to_compose_distributed_executor_gets_correct_paths():
"""Test that executor Dockerfile gets correct host paths despite API Dockerfile
mutation. This validates the deep copy fix in config_to_compose -- without it,
the executor's config_to_docker call would see already-mutated container paths
from the API's config_to_docker call, causing FileNotFoundError."""
graphs = {"agent": "./agent.py:graph"}
actual_compose_stdin = config_to_compose(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
engine_runtime_mode="distributed",
)
# Both API and executor Dockerfiles should contain valid LANGSERVE_GRAPHS
# referencing container paths (not host paths). If the deep copy was missing,
# the executor Dockerfile would fail to generate or have wrong paths.
from_lines = [
line.strip()
for line in actual_compose_stdin.splitlines()
if "LANGSERVE_GRAPHS=" in line.strip()
]
assert len(from_lines) == 2, (
f"Expected 2 LANGSERVE_GRAPHS lines (api + executor), got {len(from_lines)}"
)
class TestHasDisallowedBuildCommandContent:
"""Tests for has_disallowed_build_command_content."""
@@ -1,226 +0,0 @@
import base64
import json
import os
import click
import httpx
import pytest
from langgraph_cli.cli import (
_call_host_backend_with_optional_tenant,
_docker_config_for_token,
_normalize_image_name,
_normalize_image_tag,
_parse_env_from_config,
)
from langgraph_cli.host_backend import HostBackendClient, HostBackendError
class TestDockerConfigForToken:
def test_creates_config_json(self):
with _docker_config_for_token("us-docker.pkg.dev", "my-token") as cfg:
config_path = os.path.join(cfg, "config.json")
assert os.path.isfile(config_path)
with open(config_path) as f:
data = json.load(f)
expected_auth = base64.b64encode(b"oauth2accesstoken:my-token").decode()
assert data == {"auths": {"us-docker.pkg.dev": {"auth": expected_auth}}}
def test_tempdir_cleaned_up(self):
with _docker_config_for_token("registry.example.com", "tok") as cfg:
assert os.path.isdir(cfg)
assert not os.path.exists(cfg)
def test_different_registries(self):
with _docker_config_for_token("gcr.io", "token123") as cfg:
with open(os.path.join(cfg, "config.json")) as f:
data = json.load(f)
assert "gcr.io" in data["auths"]
class TestNormalizeImageName:
def test_simple_name(self):
assert _normalize_image_name("myapp") == "myapp"
def test_uppercase_lowered(self):
assert _normalize_image_name("MyApp") == "myapp"
def test_special_chars_replaced(self):
assert _normalize_image_name("my app!@#v2") == "my-app-v2"
def test_dots_and_hyphens_kept(self):
assert _normalize_image_name("my-app.v2") == "my-app.v2"
def test_leading_trailing_stripped(self):
assert _normalize_image_name("--my-app..") == "my-app"
def test_empty_string_returns_app(self):
assert _normalize_image_name("") == "app"
def test_none_returns_app(self):
assert _normalize_image_name(None) == "app"
def test_all_invalid_chars_returns_app(self):
assert _normalize_image_name("!!!") == "app"
class TestNormalizeImageTag:
def test_valid_tag(self):
assert _normalize_image_tag("v1.2.3") == "v1.2.3"
def test_empty_defaults_to_latest(self):
assert _normalize_image_tag("") == "latest"
def test_alphanumeric_and_special(self):
assert _normalize_image_tag("my_tag-1.0") == "my_tag-1.0"
def test_invalid_chars_raises(self):
with pytest.raises(click.UsageError, match="Image tag may only contain"):
_normalize_image_tag("v1.0:bad")
def test_spaces_raises(self):
with pytest.raises(click.UsageError, match="Image tag may only contain"):
_normalize_image_tag("has space")
class TestParseEnvFromConfig:
def test_env_dict(self, tmp_path):
config_path = tmp_path / "langgraph.json"
config_path.touch()
result = _parse_env_from_config({"env": {"FOO": "bar", "NUM": 42}}, config_path)
assert result == {"FOO": "bar", "NUM": "42"}
def test_env_string_dotenv_file(self, tmp_path):
env_file = tmp_path / "my.env"
env_file.write_text("KEY1=val1\nKEY2=val2\n")
config_path = tmp_path / "langgraph.json"
config_path.touch()
result = _parse_env_from_config({"env": "my.env"}, config_path)
assert result == {"KEY1": "val1", "KEY2": "val2"}
def test_env_missing_falls_back_to_dotenv(self, tmp_path, monkeypatch):
env_file = tmp_path / ".env"
env_file.write_text("DEFAULT_KEY=default_val\n")
monkeypatch.chdir(tmp_path)
config_path = tmp_path / "langgraph.json"
config_path.touch()
result = _parse_env_from_config({}, config_path)
assert result == {"DEFAULT_KEY": "default_val"}
def test_env_empty_dict_falls_back_to_dotenv(self, tmp_path, monkeypatch):
"""validate_config defaults env to {}, should still fall back to .env."""
env_file = tmp_path / ".env"
env_file.write_text("MY_KEY=my_val\n")
monkeypatch.chdir(tmp_path)
config_path = tmp_path / "langgraph.json"
config_path.touch()
result = _parse_env_from_config({"env": {}}, config_path)
assert result == {"MY_KEY": "my_val"}
def test_env_missing_no_dotenv_returns_empty(self, tmp_path, monkeypatch):
monkeypatch.chdir(tmp_path)
config_path = tmp_path / "langgraph.json"
config_path.touch()
result = _parse_env_from_config({}, config_path)
assert result == {}
def test_env_dotenv_filters_none_values(self, tmp_path):
# Lines like "KEY=" produce empty string, lines like "KEY" produce None
env_file = tmp_path / "test.env"
env_file.write_text("GOOD=value\nEMPTY=\n")
config_path = tmp_path / "langgraph.json"
config_path.touch()
result = _parse_env_from_config({"env": "test.env"}, config_path)
assert "GOOD" in result
assert result["GOOD"] == "value"
# EMPTY= gives empty string, not None, so it should be present
assert result["EMPTY"] == ""
class TestCallHostBackendWithOptionalTenant:
def _make_client(self, handler):
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
return c
def _make_eu_client(self, handler):
c = HostBackendClient("https://eu.api.host.langchain.com", "test-key")
c._client = httpx.Client(
base_url="https://eu.api.host.langchain.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
return c
def test_success_passes_through(self):
client = self._make_client(lambda req: httpx.Response(200, json={"ok": True}))
result = _call_host_backend_with_optional_tenant(
client, lambda c: c.list_deployments()
)
assert result == {"ok": True}
def test_403_not_enabled_gives_actionable_error(self):
detail = (
'{"detail":"LangSmith Deployment is not enabled for this organization"}'
)
client = self._make_client(lambda req: httpx.Response(403, text=detail))
with pytest.raises(HostBackendError, match="not enabled") as exc_info:
_call_host_backend_with_optional_tenant(
client, lambda c: c.list_deployments()
)
assert exc_info.value.status_code == 403
assert "smith.langchain.com" in exc_info.value.message
def test_403_not_enabled_eu_url(self):
detail = (
'{"detail":"LangSmith Deployment is not enabled for this organization"}'
)
client = self._make_eu_client(lambda req: httpx.Response(403, text=detail))
with pytest.raises(HostBackendError, match="not enabled") as exc_info:
_call_host_backend_with_optional_tenant(
client, lambda c: c.list_deployments()
)
assert "eu.smith.langchain.com" in exc_info.value.message
def test_workspace_retry_then_not_enabled_gives_actionable_error(self, monkeypatch):
requires_workspace = '{"detail":"requires workspace specification"}'
not_enabled = (
'{"detail":"LangSmith Deployment is not enabled for this organization"}'
)
seen_tenant_ids = []
def handler(req):
seen_tenant_ids.append(req.headers.get("X-Tenant-ID"))
if len(seen_tenant_ids) == 1:
return httpx.Response(403, text=requires_workspace)
if len(seen_tenant_ids) == 2:
return httpx.Response(403, text=not_enabled)
raise AssertionError("unexpected extra request")
monkeypatch.setattr(click, "prompt", lambda _text: "workspace-123")
client = self._make_client(handler)
with pytest.raises(HostBackendError, match="not enabled") as exc_info:
_call_host_backend_with_optional_tenant(
client, lambda c: c.list_deployments()
)
assert exc_info.value.status_code == 403
assert "smith.langchain.com" in exc_info.value.message
assert seen_tenant_ids == [None, "workspace-123"]
assert client._client.headers["X-Tenant-ID"] == "workspace-123"
def test_other_403_re_raises_original(self):
client = self._make_client(
lambda req: httpx.Response(403, text='{"detail":"some other error"}')
)
with pytest.raises(HostBackendError, match="some other error"):
_call_host_backend_with_optional_tenant(
client, lambda c: c.list_deployments()
)
-55
View File
@@ -368,61 +368,6 @@ services:
assert clean_empty_lines(actual_compose_str) == expected_compose_str
def test_compose_distributed_mode_with_custom_db():
"""Test compose with engine_runtime_mode='distributed' adds N_JOBS_PER_WORKER=0."""
port = 8123
custom_postgres_uri = "custom_postgres_uri"
actual_compose_str = compose(
DEFAULT_DOCKER_CAPABILITIES,
port=port,
postgres_uri=custom_postgres_uri,
engine_runtime_mode="distributed",
)
expected_compose_str = f"""services:
langgraph-redis:
image: redis:6
healthcheck:
test: redis-cli ping
interval: 5s
timeout: 1s
retries: 5
langgraph-api:
ports:
- "{port}:8000"
depends_on:
langgraph-redis:
condition: service_healthy
environment:
REDIS_URI: redis://langgraph-redis:6379
POSTGRES_URI: {custom_postgres_uri}
N_JOBS_PER_WORKER: "0\""""
assert clean_empty_lines(actual_compose_str) == expected_compose_str
def test_compose_distributed_mode_with_default_db():
"""Test compose distributed mode with default DB includes N_JOBS_PER_WORKER=0."""
port = 8123
actual_compose_str = compose(
DEFAULT_DOCKER_CAPABILITIES,
port=port,
engine_runtime_mode="distributed",
)
assert 'N_JOBS_PER_WORKER: "0"' in actual_compose_str
assert "langgraph-postgres:" in actual_compose_str
assert "langgraph-redis:" in actual_compose_str
def test_compose_combined_mode_has_no_n_jobs():
"""Test compose with default combined_queue_worker mode does NOT set N_JOBS_PER_WORKER."""
port = 8123
actual_compose_str = compose(
DEFAULT_DOCKER_CAPABILITIES,
port=port,
engine_runtime_mode="combined_queue_worker",
)
assert "N_JOBS_PER_WORKER" not in actual_compose_str
@pytest.mark.parametrize(
"input_str,expected",
[
@@ -1,222 +0,0 @@
import httpx
import pytest
from langgraph_cli.host_backend import HostBackendClient, HostBackendError
@pytest.fixture
def mock_transport():
return httpx.MockTransport(lambda req: httpx.Response(200, json={"ok": True}))
@pytest.fixture
def client(mock_transport):
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=mock_transport,
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
return c
def test_constructor_strips_trailing_slash():
c = HostBackendClient("https://api.example.com/", "key")
assert str(c._client.base_url) == "https://api.example.com"
def test_constructor_empty_url_raises():
with pytest.raises(Exception, match="Host backend URL is required"):
HostBackendClient("", "key")
def test_request_sends_headers():
def handler(req: httpx.Request) -> httpx.Response:
assert req.headers["x-api-key"] == "test-key"
assert req.headers["accept"] == "application/json"
return httpx.Response(200, json={"ok": True})
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
result = c._request("GET", "/test")
assert result == {"ok": True}
def test_request_sends_json_payload():
def handler(req: httpx.Request) -> httpx.Response:
assert req.headers["content-type"] == "application/json"
assert req.content == b'{"key":"value"}'
return httpx.Response(200, json={"created": True})
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
result = c._request("POST", "/test", {"key": "value"})
assert result == {"created": True}
def test_request_empty_body_returns_none():
transport = httpx.MockTransport(lambda req: httpx.Response(200, content=b""))
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=transport,
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
assert c._request("DELETE", "/test") is None
def test_request_http_error_raises():
transport = httpx.MockTransport(lambda req: httpx.Response(404, text="not found"))
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=transport,
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
with pytest.raises(HostBackendError, match="404"):
c._request("GET", "/missing")
def test_request_invalid_json_raises():
transport = httpx.MockTransport(
lambda req: httpx.Response(200, content=b"not json")
)
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=transport,
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
with pytest.raises(HostBackendError, match="Failed to decode"):
c._request("GET", "/bad-json")
def test_request_transport_error_raises():
def handler(req: httpx.Request) -> httpx.Response:
raise httpx.ConnectError("connection refused")
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
with pytest.raises(HostBackendError, match="connection refused"):
c._request("GET", "/test")
def test_create_deployment(client):
result = client.create_deployment({"name": "my-deploy"})
assert result == {"ok": True}
def test_get_deployment(client):
result = client.get_deployment("dep-123")
assert result == {"ok": True}
def test_list_deployments(client):
result = client.list_deployments("my-app")
assert result == {"ok": True}
def test_list_deployments_sends_query_params():
def handler(req: httpx.Request) -> httpx.Response:
assert req.url.path == "/v2/deployments"
assert req.url.params["name_contains"] == "my app"
return httpx.Response(200, json={"ok": True})
c = HostBackendClient("https://api.example.com", "test-key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "test-key", "Accept": "application/json"},
timeout=30,
)
result = c.list_deployments("my app")
assert result == {"ok": True}
def test_delete_deployment(client):
result = client.delete_deployment("dep-123")
assert result == {"ok": True}
def test_request_push_token(client):
result = client.request_push_token("dep-123")
assert result == {"ok": True}
def test_update_deployment(client):
result = client.update_deployment(
"dep-123", "image:latest", secrets=[{"name": "KEY", "value": "val"}]
)
assert result == {"ok": True}
def test_update_deployment_no_secrets(client):
result = client.update_deployment("dep-123", "image:latest")
assert result == {"ok": True}
def test_list_revisions(client):
result = client.list_revisions("dep-123", limit=5)
assert result == {"ok": True}
def test_get_revision(client):
result = client.get_revision("dep-123", "rev-456")
assert result == {"ok": True}
def test_get_build_logs(client):
result = client.get_build_logs("proj-1", "rev-1", {"limit": 10})
assert result == {"ok": True}
def test_get_deploy_logs_all_revisions():
def handler(req: httpx.Request) -> httpx.Response:
assert "/v1/projects/proj-1/deploy_logs" in str(req.url)
assert "/revisions/" not in str(req.url)
return httpx.Response(200, json={"logs": [{"message": "running"}]})
c = HostBackendClient("https://api.example.com", "key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "key", "Accept": "application/json"},
timeout=30,
)
result = c.get_deploy_logs("proj-1", {"limit": 10})
assert result == {"logs": [{"message": "running"}]}
def test_get_deploy_logs_specific_revision():
def handler(req: httpx.Request) -> httpx.Response:
assert "/v1/projects/proj-1/revisions/rev-2/deploy_logs" in str(req.url)
return httpx.Response(200, json={"logs": []})
c = HostBackendClient("https://api.example.com", "key")
c._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "key", "Accept": "application/json"},
timeout=30,
)
result = c.get_deploy_logs("proj-1", {"limit": 10}, revision_id="rev-2")
assert result == {"logs": []}
@@ -1,58 +0,0 @@
from langgraph_cli.helpers import format_log_entry, format_timestamp, level_fg
class TestFormatTimestamp:
def test_epoch_ms(self):
assert format_timestamp(1773119644012) == "2026-03-10 05:14:04"
def test_string_passthrough(self):
assert format_timestamp("2026-03-08T00:00:00Z") == "2026-03-08T00:00:00Z"
def test_empty(self):
assert format_timestamp("") == ""
def test_none(self):
assert format_timestamp(None) == ""
class TestFormatLogEntry:
def test_full_entry_epoch(self):
entry = {"timestamp": 1773119644012, "level": "ERROR", "message": "boom"}
result = format_log_entry(entry)
assert result == "[2026-03-10 05:14:04] [ERROR] boom"
def test_full_entry_string(self):
entry = {
"timestamp": "2026-03-08T12:00:00Z",
"level": "ERROR",
"message": "boom",
}
assert format_log_entry(entry) == "[2026-03-08T12:00:00Z] [ERROR] boom"
def test_no_level(self):
entry = {"timestamp": "2026-03-08T12:00:00Z", "message": "hello"}
assert format_log_entry(entry) == "[2026-03-08T12:00:00Z] hello"
def test_no_timestamp(self):
entry = {"message": "bare message"}
assert format_log_entry(entry) == "bare message"
def test_empty_entry(self):
assert format_log_entry({}) == ""
class TestLevelFg:
def test_error(self):
assert level_fg("ERROR") == "red"
def test_error_lowercase(self):
assert level_fg("error") == "red"
def test_warning(self):
assert level_fg("WARNING") == "yellow"
def test_info_returns_none(self):
assert level_fg("INFO") is None
def test_empty_returns_none(self):
assert level_fg("") is None
+1 -39
View File
@@ -1,11 +1,6 @@
from unittest.mock import patch
from langgraph_cli.util import (
_extract_deployment_url,
clean_empty_lines,
format_deployments_table,
warn_non_wolfi_distro,
)
from langgraph_cli.util import clean_empty_lines, warn_non_wolfi_distro
def test_clean_empty_lines():
@@ -191,36 +186,3 @@ def test_warn_non_wolfi_distro_does_not_modify_config():
warn_non_wolfi_distro(config_copy)
assert config_copy == original_config # Config should remain unchanged
def test_extract_deployment_url_uses_custom_url():
deployment = {"source_config": {"custom_url": "https://example.com/custom"}}
assert _extract_deployment_url(deployment) == "https://example.com/custom"
def test_extract_deployment_url_defaults_to_dash():
assert _extract_deployment_url({"id": "dep-123"}) == "-"
def test_format_deployments_table():
output = format_deployments_table(
[
{
"id": "dep-123",
"name": "alpha",
"source_config": {"custom_url": "https://alpha.example.com"},
},
{
"id": "dep-456",
"name": "beta",
"url": "https://beta.example.com",
},
]
)
assert "Deployment ID" in output
assert "Deployment Name" in output
assert "Deployment URL" in output
assert "dep-123" in output
assert "alpha" in output
assert "https://alpha.example.com" in output
assert "dep-456" in output
+30 -32
View File
@@ -367,11 +367,11 @@ wheels = [
[[package]]
name = "codespell"
version = "2.4.2"
version = "2.4.1"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/2d/9d/1d0903dff693160f893ca6abcabad545088e7a2ee0a6deae7c24e958be69/codespell-2.4.2.tar.gz", hash = "sha256:3c33be9ae34543807f088aeb4832dfad8cb2dae38da61cac0a7045dd376cfdf3", size = 352058, upload-time = "2026-03-05T18:10:42.936Z" }
sdist = { url = "https://files.pythonhosted.org/packages/15/e0/709453393c0ea77d007d907dd436b3ee262e28b30995ea1aa36c6ffbccaf/codespell-2.4.1.tar.gz", hash = "sha256:299fcdcb09d23e81e35a671bbe746d5ad7e8385972e65dbb833a2eaac33c01e5", size = 344740, upload-time = "2025-01-28T18:52:39.411Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/42/a1/52fa05533e95fe45bcc09bcf8a503874b1c08f221a4e35608017e0938f55/codespell-2.4.2-py3-none-any.whl", hash = "sha256:97e0c1060cf46bd1d5db89a936c98db8c2b804e1fdd4b5c645e82a1ec6b1f886", size = 353715, upload-time = "2026-03-05T18:10:41.398Z" },
{ url = "https://files.pythonhosted.org/packages/20/01/b394922252051e97aab231d416c86da3d8a6d781eeadcdca1082867de64e/codespell-2.4.1-py3-none-any.whl", hash = "sha256:3dadafa67df7e4a3dbf51e0d7315061b80d265f9552ebd699b3dd6834b47e425", size = 344501, upload-time = "2025-01-28T18:52:37.057Z" },
]
[[package]]
@@ -983,15 +983,14 @@ name = "langgraph-cli"
source = { editable = "." }
dependencies = [
{ name = "click" },
{ name = "httpx" },
{ name = "langgraph-sdk", marker = "python_full_version >= '3.11'" },
{ name = "python-dotenv" },
]
[package.optional-dependencies]
inmem = [
{ name = "langgraph-api", marker = "python_full_version >= '3.11'" },
{ name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11'" },
{ name = "python-dotenv" },
]
[package.dev-dependencies]
@@ -1022,11 +1021,10 @@ test = [
[package.metadata]
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,<0.8.0" },
{ 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 = "python-dotenv", specifier = ">=0.8.0" },
{ name = "python-dotenv", marker = "extra == 'inmem'", specifier = ">=0.8.0" },
]
provides-extras = ["inmem"]
@@ -1088,15 +1086,15 @@ wheels = [
[[package]]
name = "langgraph-sdk"
version = "0.3.11"
version = "0.3.9"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx", marker = "python_full_version >= '3.11'" },
{ name = "orjson", marker = "python_full_version >= '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/35/cd/a019f1b1e97c519f2425593f9bccd3ac463a18fb5d2111cff59ce1ef62fe/langgraph_sdk-0.3.11.tar.gz", hash = "sha256:3640134835d89d2c7c8bb7de73bd10673d4b282db3ff0e2fdaf1cee9e50cb1eb", size = 190387, upload-time = "2026-03-11T00:46:45.25Z" }
sdist = { url = "https://files.pythonhosted.org/packages/3a/bd/ca8ae5c6a34be6d4f7aa86016e010ff96b3a939456041565797952e3014d/langgraph_sdk-0.3.9.tar.gz", hash = "sha256:8be8958529b3f6d493ec248fdb46e539362efda75784654a42a7091d22504e0e", size = 184287, upload-time = "2026-02-24T18:39:03.276Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/13/c8/b8d15d4b9a320a3f57a851030a371066b91dbd1420f097d3d0338da9adc9/langgraph_sdk-0.3.11-py3-none-any.whl", hash = "sha256:18905fd6248ade98b0995d859a98672d57c811fbfffc0d63d1c107a512351b26", size = 94887, upload-time = "2026-03-11T00:46:43.855Z" },
{ url = "https://files.pythonhosted.org/packages/6a/4c/7a7510260fbda788efd13bf4650d3e7d80988118441ac811ec78e0aa03ac/langgraph_sdk-0.3.9-py3-none-any.whl", hash = "sha256:94654294250c920789b6ed0d8a70c0117fed5736b61efc24ff647157359453c5", size = 90511, upload-time = "2026-02-24T18:39:02.012Z" },
]
[[package]]
@@ -1796,11 +1794,11 @@ wheels = [
[[package]]
name = "pyjwt"
version = "2.12.0"
version = "2.11.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/a8/10/e8192be5f38f3e8e7e046716de4cae33d56fd5ae08927a823bb916be36c1/pyjwt-2.12.0.tar.gz", hash = "sha256:2f62390b667cd8257de560b850bb5a883102a388829274147f1d724453f8fb02", size = 102511, upload-time = "2026-03-12T17:15:30.831Z" }
sdist = { url = "https://files.pythonhosted.org/packages/5c/5a/b46fa56bf322901eee5b0454a34343cdbdae202cd421775a8ee4e42fd519/pyjwt-2.11.0.tar.gz", hash = "sha256:35f95c1f0fbe5d5ba6e43f00271c275f7a1a4db1dab27bf708073b75318ea623", size = 98019, upload-time = "2026-01-30T19:59:55.694Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/15/70/70f895f404d363d291dcf62c12c85fdd47619ad9674ac0f53364d035925a/pyjwt-2.12.0-py3-none-any.whl", hash = "sha256:9bb459d1bdd0387967d287f5656bf7ec2b9a26645d1961628cda1764e087fd6e", size = 29700, upload-time = "2026-03-12T17:15:29.257Z" },
{ url = "https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl", hash = "sha256:94a6bde30eb5c8e04fee991062b534071fd1439ef58d2adc9ccb823e7bcd0469", size = 28224, upload-time = "2026-01-30T19:59:54.539Z" },
]
[[package]]
@@ -2026,27 +2024,27 @@ wheels = [
[[package]]
name = "ruff"
version = "0.15.6"
version = "0.15.4"
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[[package]]
@@ -41,9 +41,6 @@ CONFIG_KEY_CACHE = sys.intern("__pregel_cache")
# holds a `BaseCache` made available to subgraphs
CONFIG_KEY_RESUMING = sys.intern("__pregel_resuming")
# holds a boolean indicating if subgraphs should resume from a previous checkpoint
CONFIG_KEY_REPLAY_STATE = sys.intern("__pregel_replay_state")
# holds a ReplayState tracking the parent checkpoint_id upper bound and which
# subgraph namespaces have already loaded their pre-replay checkpoint
CONFIG_KEY_TASK_ID = sys.intern("__pregel_task_id")
# holds the task ID for the current task
CONFIG_KEY_THREAD_ID = sys.intern("thread_id")
@@ -101,7 +98,6 @@ RESERVED = {
CONFIG_KEY_STREAM,
CONFIG_KEY_CHECKPOINT_MAP,
CONFIG_KEY_RESUMING,
CONFIG_KEY_REPLAY_STATE,
CONFIG_KEY_TASK_ID,
CONFIG_KEY_CHECKPOINT_MAP,
CONFIG_KEY_CHECKPOINT_ID,
@@ -1,90 +0,0 @@
"""Replay state for subgraph checkpoint loading during time-travel."""
from __future__ import annotations
from typing import TYPE_CHECKING
from langgraph._internal._constants import NS_END
if TYPE_CHECKING:
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import BaseCheckpointSaver, CheckpointTuple
class ReplayState:
"""Tracks which subgraphs have already loaded their pre-replay checkpoint.
During a parent replay, each subgraph's first invocation should restore the
checkpoint from before the replay point. Subsequent invocations of the same
subgraph (e.g. in a loop) should use normal checkpoint loading so they pick
up freshly created checkpoints.
The single `ReplayState` instance is shared by reference across all derived
configs within one parent execution.
"""
__slots__ = ("checkpoint_id", "_visited_ns")
def __init__(self, checkpoint_id: str) -> None:
self.checkpoint_id = checkpoint_id
# DO NOT CHANGE THIS VARIABLE it may need to be rehydrated
# in other runtimes
self._visited_ns: set[str] = set()
def _is_first_visit(self, checkpoint_ns: str) -> bool:
"""Return True the first time a subgraph namespace is seen.
The task-id suffix is stripped so that the same logical subgraph
(e.g. ``"sub_node"``) is recognized across loop iterations even
though each iteration has a different task id.
"""
# "sub_node:task_id" -> "sub_node"
stable_ns = (
checkpoint_ns.rsplit(NS_END, 1)[0]
if NS_END in checkpoint_ns
else checkpoint_ns
)
if stable_ns in self._visited_ns:
return False
self._visited_ns.add(stable_ns)
return True
def get_checkpoint(
self,
checkpoint_ns: str,
checkpointer: BaseCheckpointSaver,
checkpoint_config: RunnableConfig,
) -> CheckpointTuple | None:
"""Load the right checkpoint for a subgraph during replay.
On the first call for a given subgraph namespace, returns the latest
checkpoint created *before* the replay point. On subsequent calls
(e.g. the same subgraph in a later loop iteration), falls back to
normal latest-checkpoint loading.
"""
if self._is_first_visit(checkpoint_ns):
for saved in checkpointer.list(
checkpoint_config,
before={"configurable": {"checkpoint_id": self.checkpoint_id}},
limit=1,
):
return saved
return None
return checkpointer.get_tuple(checkpoint_config)
async def aget_checkpoint(
self,
checkpoint_ns: str,
checkpointer: BaseCheckpointSaver,
checkpoint_config: RunnableConfig,
) -> CheckpointTuple | None:
"""Async version of `get_checkpoint`."""
if self._is_first_visit(checkpoint_ns):
async for saved in checkpointer.alist(
checkpoint_config,
before={"configurable": {"checkpoint_id": self.checkpoint_id}},
limit=1,
):
return saved
return None
return await checkpointer.aget_tuple(checkpoint_config)
+4 -25
View File
@@ -6,7 +6,6 @@ import typing
import warnings
from collections import defaultdict
from collections.abc import Awaitable, Callable, Hashable, Sequence
from dataclasses import is_dataclass
from functools import partial
from inspect import isclass, isfunction, ismethod, signature
from types import FunctionType
@@ -15,7 +14,6 @@ from typing import (
Any,
Generic,
Literal,
TypeVar,
Union,
cast,
get_args,
@@ -1166,20 +1164,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
for key, node in self.nodes.items():
compiled.attach_node(key, node)
# Record output/state mappers for v2 stream coercion (pydantic/dataclass only)
compiled._output_mapper = _pick_mapper(
list(output_channels)
if isinstance(output_channels, list)
else [output_channels],
self.output_schema,
)
compiled._state_mapper = _pick_mapper(
list(stream_channels)
if isinstance(stream_channels, list)
else [stream_channels],
self.state_schema,
)
for start, end in self.edges:
compiled.attach_edge(start, end)
@@ -1199,8 +1183,6 @@ class CompiledStateGraph(
):
builder: StateGraph[StateT, ContextT, InputT, OutputT]
schema_to_mapper: dict[type[Any], Callable[[Any], Any] | None]
_output_mapper: Callable[[Any], Any] | None
_state_mapper: Callable[[Any], Any] | None
def __init__(
self,
@@ -1522,15 +1504,12 @@ def _pick_mapper(
) -> Callable[[Any], Any] | None:
if state_keys == ["__root__"]:
return None
if isclass(schema) and (issubclass(schema, BaseModel) or is_dataclass(schema)):
return partial(_coerce_state, schema)
return None
if isclass(schema) and issubclass(schema, dict):
return None
return partial(_coerce_state, schema)
_S = TypeVar("_S")
def _coerce_state(schema: type[_S], input: dict[str, Any]) -> _S:
def _coerce_state(schema: type[Any], input: dict[str, Any]) -> dict[str, Any]:
return schema(**input)
+29 -116
View File
@@ -42,7 +42,6 @@ from langgraph._internal._constants import (
CONFIG_KEY_CHECKPOINT_ID,
CONFIG_KEY_CHECKPOINT_MAP,
CONFIG_KEY_CHECKPOINT_NS,
CONFIG_KEY_REPLAY_STATE,
CONFIG_KEY_RESUME_MAP,
CONFIG_KEY_RESUMING,
CONFIG_KEY_SCRATCHPAD,
@@ -59,7 +58,6 @@ from langgraph._internal._constants import (
RESUME,
TASKS,
)
from langgraph._internal._replay import ReplayState
from langgraph._internal._scratchpad import PregelScratchpad
from langgraph._internal._typing import EMPTY_SEQ, MISSING
from langgraph.channels.base import BaseChannel
@@ -154,7 +152,7 @@ class PregelLoop:
input_keys: str | Sequence[str]
output_keys: str | Sequence[str]
stream_keys: str | Sequence[str]
is_replaying: bool
skip_done_tasks: bool
is_nested: bool
manager: None | AsyncParentRunManager | ParentRunManager
interrupt_after: All | Sequence[str]
@@ -246,7 +244,7 @@ class PregelLoop:
self.interrupt_before = interrupt_before
self.manager = manager
self.is_nested = CONFIG_KEY_TASK_ID in self.config.get(CONF, {})
self.is_replaying = CONFIG_KEY_CHECKPOINT_ID in config[CONF]
self.skip_done_tasks = CONFIG_KEY_CHECKPOINT_ID not in config[CONF]
self._migrate_checkpoint = migrate_checkpoint
self.trigger_to_nodes = trigger_to_nodes
self.retry_policy = retry_policy
@@ -453,7 +451,7 @@ class PregelLoop:
# save the new task
self.tasks[pushed.id] = pushed
# match any pending writes to the new task
if not self.is_replaying:
if self.skip_done_tasks:
self._match_writes({pushed.id: pushed})
# return the new task, to be started if not run before
return pushed
@@ -517,7 +515,7 @@ class PregelLoop:
return False
# if there are pending writes from a previous loop, apply them
if not self.is_replaying and self.checkpoint_pending_writes:
if self.skip_done_tasks and self.checkpoint_pending_writes:
self._match_writes(self.tasks)
# before execution, check if we should interrupt
@@ -559,8 +557,8 @@ class PregelLoop:
)
# clear pending writes
self.checkpoint_pending_writes.clear()
# only replay (re-execute) done tasks on the first tick
self.is_replaying = False
# "not skip_done_tasks" only applies to first tick after resuming
self.skip_done_tasks = True
# save checkpoint
self._put_checkpoint({"source": "loop"})
# after execution, check if we should interrupt
@@ -620,21 +618,15 @@ class PregelLoop:
def _first(
self, *, input_keys: str | Sequence[str], updated_channels: set[str] | None
) -> set[str] | None:
# Resuming from a previous checkpoint requires two things:
# 1. A prior checkpoint exists (channel_versions is non-empty)
# 2. The input signals continuation (not a fresh run with new input)
# For subgraphs, the parent explicitly sets CONFIG_KEY_RESUMING.
# For the outer graph, we infer from the input:
# - None input: resume after interrupt (invoke(None, config))
# - Command input: any Command operates on existing state
# - Same run_id: re-entry into an ongoing run (e.g. stream reconnect)
# resuming from previous checkpoint requires
# - finding a previous checkpoint
# - receiving None input (outer graph) or RESUMING flag (subgraph)
configurable = self.config.get(CONF, {})
input_is_command = isinstance(self.input, Command)
is_resuming = bool(self.checkpoint["channel_versions"]) and bool(
configurable.get(
CONFIG_KEY_RESUMING,
self.input is None
or input_is_command
or isinstance(self.input, Command)
or (
not self.is_nested
and self.config.get("metadata", {}).get("run_id")
@@ -643,36 +635,17 @@ class PregelLoop:
)
)
# When replaying from a specific checkpoint, drop cached RESUME
# writes so that interrupt() calls re-fire instead of returning
# stale values. But if we're actively resuming, keep them —
# multi-interrupt scenarios need previously resolved values preserved.
if self.is_replaying and (
# Time-travel to a subgraph checkpoint: the parent sets
# RESUMING=True (it can't distinguish time-travel from resume),
# so we check if this subgraph's own ns is in checkpoint_map.
# Normally the map only has ancestor entries (_algo.py); the
# subgraph's own entry only appears via get_state(subgraphs=True).
(
self.is_nested
and configurable.get(CONFIG_KEY_CHECKPOINT_NS, "")
in configurable.get(CONFIG_KEY_CHECKPOINT_MAP, {})
)
or not (
# Outer graph: resume arrives as Command(resume=...)
(input_is_command and cast(Command, self.input).resume is not None)
# Subgraphs: resume arrives via config flag from parent
# (subgraph input is a Send arg, not a Command)
or configurable.get(CONFIG_KEY_RESUMING, False)
)
):
self.checkpoint_pending_writes = [
w for w in self.checkpoint_pending_writes if w[1] != RESUME
]
# map command to writes
if input_is_command:
if (resume := cast(Command, self.input).resume) is not None:
if isinstance(self.input, Command):
if self.input.update:
raise ValueError(
"Command(update=...) is not allowed as graph input. "
"To modify state before resuming, use graph.update_state(...) "
"to fork the graph state, then resume with Command(resume=...). "
"Note: Command(update=...) can still be used as a return "
"value from a node to update graph state during execution."
)
if (resume := self.input.resume) is not None:
if not self.checkpointer:
raise RuntimeError(
"Cannot use Command(resume=...) without checkpointer"
@@ -692,7 +665,7 @@ class PregelLoop:
writes: defaultdict[str, list[tuple[str, Any]]] = defaultdict(list)
# group writes by task ID
for tid, c, v in map_command(cmd=cast(Command, self.input)):
for tid, c, v in map_command(cmd=self.input):
if not (c == RESUME and resume_is_map):
writes[tid].append((c, v))
if not writes and not resume_is_map:
@@ -758,30 +731,10 @@ class PregelLoop:
self._put_checkpoint({"source": "input"})
elif CONFIG_KEY_RESUMING not in configurable:
raise EmptyInputError(f"Received no input for {input_keys}")
# Propagate resuming and replaying flags to subgraphs.
# update config
if not self.is_nested:
# Pass the resolved before-bound checkpoint ID so subgraphs can
# find their corresponding checkpoint without re-fetching the
# parent. For forks (source=update), use the fork's parent
# checkpoint ID since the fork was created after the subgraph's
# checkpoints from the original execution.
replay_state: ReplayState | None = None
if self.is_replaying:
replay_checkpoint_id = self.checkpoint["id"]
if (
self.checkpoint_metadata.get("source") == "update"
and self.prev_checkpoint_config
):
replay_checkpoint_id = self.prev_checkpoint_config[CONF].get(
CONFIG_KEY_CHECKPOINT_ID, replay_checkpoint_id
)
replay_state = ReplayState(replay_checkpoint_id)
self.config = patch_configurable(
self.config,
{
CONFIG_KEY_RESUMING: is_resuming,
CONFIG_KEY_REPLAY_STATE: replay_state,
},
self.config, {CONFIG_KEY_RESUMING: is_resuming}
)
# set flag
self.status = "pending"
@@ -1136,31 +1089,10 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
# context manager
def __enter__(self) -> Self:
if not self.checkpointer:
saved = None
elif self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
# Explicit checkpoint_id requested — fetch that exact checkpoint.
# This covers both normal replay and subgraphs resolved via
# checkpoint_map during time-travel.
if self.checkpointer:
saved = self.checkpointer.get_tuple(self.checkpoint_config)
elif replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE):
# Subgraph replay: the parent is replaying and passed us a
# replay_state with its checkpoint_id. Look up our checkpoint
# from the parent's checkpoint_map instead of fetching latest.
saved = replay_state.get_checkpoint(
self.config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, ""),
self.checkpointer,
self.checkpoint_config,
)
# Clear RESUMING so _first re-applies input instead of resuming.
# This recreates ephemeral routing channels so nodes trigger
# naturally via version comparison.
self.config[CONF].pop(CONFIG_KEY_RESUMING, None)
else:
# Normal case: fetch the most recent checkpoint for this
# graph/thread. Returns None on first invocation.
saved = self.checkpointer.get_tuple(self.checkpoint_config)
saved = None
if saved is None:
saved = CheckpointTuple(
self.checkpoint_config, empty_checkpoint(), {"step": -2}, None, []
@@ -1185,6 +1117,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
if saved.pending_writes is not None
else []
)
self.submit = self.stack.enter_context(BackgroundExecutor(self.config))
self.channels, self.managed = channels_from_checkpoint(
self.specs, self.checkpoint
@@ -1335,31 +1268,10 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
# context manager
async def __aenter__(self) -> Self:
if not self.checkpointer:
saved = None
elif self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
# Explicit checkpoint_id requested — fetch that exact checkpoint.
# This covers both normal replay and subgraphs resolved via
# checkpoint_map during time-travel.
if self.checkpointer:
saved = await self.checkpointer.aget_tuple(self.checkpoint_config)
elif replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE):
# Subgraph replay: the parent is replaying and passed us a
# replay_state with its checkpoint_id. Look up our checkpoint
# from the parent's checkpoint_map instead of fetching latest.
saved = await replay_state.aget_checkpoint(
self.config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, ""),
self.checkpointer,
self.checkpoint_config,
)
# Clear RESUMING so _first re-applies input instead of resuming.
# This recreates ephemeral routing channels so nodes trigger
# naturally via version comparison.
self.config[CONF].pop(CONFIG_KEY_RESUMING, None)
else:
# Normal case: fetch the most recent checkpoint for this
# graph/thread. Returns None on first invocation.
saved = await self.checkpointer.aget_tuple(self.checkpoint_config)
saved = None
if saved is None:
saved = CheckpointTuple(
self.checkpoint_config, empty_checkpoint(), {"step": -2}, None, []
@@ -1384,6 +1296,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
if saved.pending_writes is not None
else []
)
self.submit = await self.stack.enter_async_context(
AsyncBackgroundExecutor(self.config)
)
+2 -51
View File
@@ -14,11 +14,9 @@ from langgraph._internal._constants import (
CONF,
CONFIG_KEY_CHECKPOINT_NS,
CONFIG_KEY_RESUMING,
CONFIG_KEY_RUNTIME,
NS_SEP,
)
from langgraph.errors import GraphBubbleUp, ParentCommand
from langgraph.runtime import Runtime
from langgraph.types import Command, PregelExecutableTask, RetryPolicy
logger = logging.getLogger(__name__)
@@ -62,33 +60,10 @@ def run_with_retry(
"""Run a task with retries."""
retry_policy = task.retry_policy or retry_policy
attempts = 0
node_first_attempt_time = time.time()
config = task.config
if configurable is not None:
config = patch_configurable(config, configurable)
runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
if isinstance(runtime, Runtime):
config = patch_configurable(
config,
{
CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
node_first_attempt_time=node_first_attempt_time,
)
},
)
while True:
runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
if isinstance(runtime, Runtime):
config = patch_configurable(
config,
{
CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
# node_attempt is execution count (1-indexed): 1 on first run,
# then 2, 3, ... on subsequent retries.
node_attempt=attempts + 1,
)
},
)
try:
# clear any writes from previous attempts
task.writes.clear()
@@ -127,7 +102,7 @@ def run_with_retry(
if not matching_policy:
raise
# attempts tracks failed tries only; it increments after a failure.
# increment attempts
attempts += 1
# check if we should give up
if attempts >= matching_policy.max_attempts:
@@ -166,38 +141,15 @@ async def arun_with_retry(
"""Run a task asynchronously with retries."""
retry_policy = task.retry_policy or retry_policy
attempts = 0
node_first_attempt_time = time.time()
config = task.config
if configurable is not None:
config = patch_configurable(config, configurable)
runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
if isinstance(runtime, Runtime):
config = patch_configurable(
config,
{
CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
node_first_attempt_time=node_first_attempt_time,
)
},
)
if match_cached_writes is not None and task.cache_key is not None:
for t in await match_cached_writes():
if t is task:
# if the task is already cached, return
return
while True:
runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
if isinstance(runtime, Runtime):
config = patch_configurable(
config,
{
CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
# node_attempt is execution count (1-indexed): 1 on first run,
# then 2, 3, ... on subsequent retries.
node_attempt=attempts + 1,
)
},
)
try:
# clear any writes from previous attempts
task.writes.clear()
@@ -242,8 +194,7 @@ async def arun_with_retry(
if not matching_policy:
raise
# attempts tracks failed tries only; it increments after a failure.
# The next execution's node_attempt is derived as attempts + 1.
# increment attempts
attempts += 1
# check if we should give up
if attempts >= matching_policy.max_attempts:
+37 -8
View File
@@ -7,6 +7,7 @@ from uuid import UUID
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import CheckpointMetadata, PendingWrite
from typing_extensions import TypedDict
from langgraph._internal._config import patch_checkpoint_map
from langgraph._internal._constants import (
@@ -22,14 +23,42 @@ from langgraph._internal._typing import MISSING
from langgraph.channels.base import BaseChannel
from langgraph.constants import TAG_HIDDEN
from langgraph.pregel._io import read_channels
from langgraph.types import (
CheckpointPayload,
PregelExecutableTask,
PregelTask,
StateSnapshot,
TaskPayload,
TaskResultPayload,
)
from langgraph.types import PregelExecutableTask, PregelTask, StateSnapshot
__all__ = ("TaskPayload", "TaskResultPayload", "CheckpointTask", "CheckpointPayload")
class TaskPayload(TypedDict):
id: str
name: str
input: Any
triggers: list[str]
class TaskResultPayload(TypedDict):
id: str
name: str
error: str | None
interrupts: list[dict]
result: dict[str, Any]
class CheckpointTask(TypedDict):
id: str
name: str
error: str | None
interrupts: list[dict]
state: StateSnapshot | RunnableConfig | None
class CheckpointPayload(TypedDict):
config: RunnableConfig | None
metadata: CheckpointMetadata
values: dict[str, Any]
next: list[str]
parent_config: RunnableConfig | None
tasks: list[CheckpointTask]
TASK_NAMESPACE = UUID("6ba7b831-9dad-11d1-80b4-00c04fd430c8")
+65 -389
View File
@@ -22,10 +22,8 @@ from inspect import isclass
from typing import (
Any,
Generic,
Literal,
cast,
get_type_hints,
overload,
)
from uuid import UUID, uuid5
@@ -123,10 +121,7 @@ from langgraph.pregel._checkpoint import (
)
from langgraph.pregel._draw import draw_graph
from langgraph.pregel._io import map_input, read_channels
from langgraph.pregel._loop import (
AsyncPregelLoop,
SyncPregelLoop,
)
from langgraph.pregel._loop import AsyncPregelLoop, SyncPregelLoop
from langgraph.pregel._messages import StreamMessagesHandler
from langgraph.pregel._read import DEFAULT_BOUND, PregelNode
from langgraph.pregel._retry import RetryPolicy
@@ -136,20 +131,18 @@ from langgraph.pregel._validate import validate_graph, validate_keys
from langgraph.pregel._write import ChannelWrite, ChannelWriteEntry
from langgraph.pregel.debug import get_bolded_text, get_colored_text, tasks_w_writes
from langgraph.pregel.protocol import PregelProtocol, StreamChunk, StreamProtocol
from langgraph.runtime import DEFAULT_RUNTIME, ExecutionInfo, Runtime
from langgraph.runtime import DEFAULT_RUNTIME, Runtime
from langgraph.types import (
All,
CachePolicy,
Checkpointer,
Command,
Durability,
GraphOutput,
Interrupt,
Send,
StateSnapshot,
StateUpdate,
StreamMode,
StreamPart,
ensure_valid_checkpointer,
)
from langgraph.typing import ContextT, InputT, OutputT, StateT
@@ -1000,11 +993,6 @@ class Pregel(
for name, node in self.get_subgraphs(namespace=namespace, recurse=recurse):
yield name, node
# Mappers for v2 stream coercion (pydantic/dataclass).
# Set by CompiledStateGraph; None for base Pregel.
_output_mapper: Callable[[Any], Any] | None = None
_state_mapper: Callable[[Any], Any] | None = None
def _migrate_checkpoint(self, checkpoint: Checkpoint) -> None:
"""Migrate a saved checkpoint to new channel layout."""
if checkpoint["v"] < 4 and checkpoint.get("pending_sends"):
@@ -2439,7 +2427,6 @@ class Pregel(
durability,
)
@overload
def stream(
self,
input: InputT | Command | None,
@@ -2454,44 +2441,6 @@ class Pregel(
durability: Durability | None = None,
subgraphs: bool = False,
debug: bool | None = None,
version: Literal["v2"],
**kwargs: Unpack[DeprecatedKwargs],
) -> Iterator[StreamPart[StateT, OutputT]]: ...
@overload
def stream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
subgraphs: bool = False,
debug: bool | None = None,
version: Literal["v1"] = ...,
**kwargs: Unpack[DeprecatedKwargs],
) -> Iterator[dict[str, Any] | Any]: ...
def stream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
subgraphs: bool = False,
debug: bool | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Unpack[DeprecatedKwargs],
) -> Iterator[dict[str, Any] | Any]:
"""Stream graph steps for a single input.
@@ -2648,16 +2597,11 @@ class Pregel(
store=store,
stream_writer=stream_writer,
previous=None,
execution_info=ExecutionInfo(),
)
parent_runtime = config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
runtime = parent_runtime.merge(runtime)
config[CONF][CONFIG_KEY_RUNTIME] = runtime
# resolve mappers for v2 stream coercion
_output_mapper = self._output_mapper if version == "v2" else None
_state_mapper = self._state_mapper if version == "v2" else None
with SyncPregelLoop(
input,
stream=StreamProtocol(stream.put, stream_modes),
@@ -2730,14 +2674,7 @@ class Pregel(
):
# emit output
yield from _output(
stream_mode,
print_mode,
subgraphs,
stream.get,
queue.Empty,
version,
_output_mapper,
_state_mapper,
stream_mode, print_mode, subgraphs, stream.get, queue.Empty
)
loop.after_tick()
# wait for checkpoint
@@ -2745,14 +2682,7 @@ class Pregel(
loop._put_checkpoint_fut.result()
# emit output
yield from _output(
stream_mode,
print_mode,
subgraphs,
stream.get,
queue.Empty,
version,
_output_mapper,
_state_mapper,
stream_mode, print_mode, subgraphs, stream.get, queue.Empty
)
# handle exit
if loop.status == "out_of_steps":
@@ -2771,44 +2701,6 @@ class Pregel(
run_manager.on_chain_error(e)
raise
@overload
def astream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
subgraphs: bool = False,
debug: bool | None = None,
version: Literal["v2"],
**kwargs: Unpack[DeprecatedKwargs],
) -> AsyncIterator[StreamPart[StateT, OutputT]]: ...
@overload
def astream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
subgraphs: bool = False,
debug: bool | None = None,
version: Literal["v1"] = ...,
**kwargs: Unpack[DeprecatedKwargs],
) -> AsyncIterator[dict[str, Any] | Any]: ...
async def astream(
self,
input: InputT | Command | None,
@@ -2823,7 +2715,6 @@ class Pregel(
durability: Durability | None = None,
subgraphs: bool = False,
debug: bool | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Unpack[DeprecatedKwargs],
) -> AsyncIterator[dict[str, Any] | Any]:
"""Asynchronously stream graph steps for a single input.
@@ -3015,16 +2906,11 @@ class Pregel(
store=store,
stream_writer=stream_writer,
previous=None,
execution_info=ExecutionInfo(),
)
parent_runtime = config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
runtime = parent_runtime.merge(runtime)
config[CONF][CONFIG_KEY_RUNTIME] = runtime
# resolve mappers for v2 stream coercion
_output_mapper = self._output_mapper if version == "v2" else None
_state_mapper = self._state_mapper if version == "v2" else None
async with AsyncPregelLoop(
input,
stream=StreamProtocol(stream.put_nowait, stream_modes),
@@ -3121,9 +3007,6 @@ class Pregel(
subgraphs,
stream.get_nowait,
asyncio.QueueEmpty,
version,
_output_mapper,
_state_mapper,
):
yield o
loop.after_tick()
@@ -3142,9 +3025,6 @@ class Pregel(
subgraphs,
stream.get_nowait,
asyncio.QueueEmpty,
version,
_output_mapper,
_state_mapper,
):
yield o
# handle exit
@@ -3164,41 +3044,6 @@ class Pregel(
await asyncio.shield(run_manager.on_chain_error(e))
raise
@overload
def invoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: Literal["values"] = ...,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> GraphOutput[OutputT]: ...
@overload
def invoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> list[StreamPart[StateT, OutputT]]: ...
@overload
def invoke(
self,
input: InputT | Command | None,
@@ -3211,23 +3056,6 @@ class Pregel(
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v1"] = ...,
**kwargs: Any,
) -> dict[str, Any] | Any: ...
def invoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode = "values",
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Any,
) -> dict[str, Any] | Any:
"""Run the graph with a single input and config.
@@ -3251,9 +3079,6 @@ class Pregel(
- `"sync"`: Changes are persisted synchronously before the next step starts.
- `"async"`: Changes are persisted asynchronously while the next step executes.
- `"exit"`: Changes are persisted only when the graph exits.
version: The streaming format version. `"v1"` (default) returns the
traditional format, `"v2"` returns `StreamPart` typed dicts when
`stream_mode` is not `"values"`.
**kwargs: Additional keyword arguments to pass to the graph run.
Returns:
@@ -3266,64 +3091,39 @@ class Pregel(
chunks: list[dict[str, Any] | Any] = []
interrupts: list[Interrupt] = []
if version == "v2":
# v2: values stream parts carry interrupts directly
for chunk in self.stream(
input,
config,
context=context,
stream_mode="values" if stream_mode == "values" else stream_mode,
print_mode=print_mode,
output_keys=output_keys,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
durability=durability,
version=version,
**kwargs,
):
if stream_mode == "values":
latest = chunk["data"]
if chunk_ints := chunk.get("interrupts", ()):
interrupts.extend(chunk_ints) # type: ignore[arg-type]
for chunk in self.stream(
input,
config,
context=context,
stream_mode=["updates", "values"]
if stream_mode == "values"
else stream_mode,
print_mode=print_mode,
output_keys=output_keys,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
durability=durability,
**kwargs,
):
if stream_mode == "values":
if len(chunk) == 2:
mode, payload = cast(tuple[StreamMode, Any], chunk)
else:
chunks.append(chunk)
else:
# v1: collect interrupts from updates stream
for chunk in self.stream(
input,
config,
context=context,
stream_mode=(
["updates", "values"] if stream_mode == "values" else stream_mode
),
print_mode=print_mode,
output_keys=output_keys,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
durability=durability,
**kwargs,
):
if stream_mode == "values":
if len(chunk) == 2:
mode, payload = cast(tuple[StreamMode, Any], chunk)
else:
_, mode, payload = cast(
tuple[tuple[str, ...], StreamMode, Any], chunk
)
if (
mode == "updates"
and isinstance(payload, dict)
and (ints := payload.get(INTERRUPT)) is not None
):
interrupts.extend(ints)
elif mode == "values":
latest = payload
else:
chunks.append(chunk)
_, mode, payload = cast(
tuple[tuple[str, ...], StreamMode, Any], chunk
)
if (
mode == "updates"
and isinstance(payload, dict)
and (ints := payload.get(INTERRUPT)) is not None
):
interrupts.extend(ints)
elif mode == "values":
latest = payload
else:
chunks.append(chunk)
if stream_mode == "values":
if version == "v2":
return GraphOutput(value=latest, interrupts=tuple(interrupts))
if interrupts:
return (
{**latest, INTERRUPT: interrupts}
@@ -3334,41 +3134,6 @@ class Pregel(
else:
return chunks
@overload
async def ainvoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: Literal["values"] = ...,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> GraphOutput[OutputT]: ...
@overload
async def ainvoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode,
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> list[StreamPart[StateT, OutputT]]: ...
@overload
async def ainvoke(
self,
input: InputT | Command | None,
@@ -3381,23 +3146,6 @@ class Pregel(
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v1"] = ...,
**kwargs: Any,
) -> dict[str, Any] | Any: ...
async def ainvoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode = "values",
print_mode: StreamMode | Sequence[StreamMode] = (),
output_keys: str | Sequence[str] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
durability: Durability | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Any,
) -> dict[str, Any] | Any:
"""Asynchronously run the graph with a single input and config.
@@ -3421,9 +3169,6 @@ class Pregel(
- `"sync"`: Changes are persisted synchronously before the next step starts.
- `"async"`: Changes are persisted asynchronously while the next step executes.
- `"exit"`: Changes are persisted only when the graph exits.
version: The streaming format version. `"v1"` (default) returns the
traditional format, `"v2"` returns `StreamPart` typed dicts when
`stream_mode` is not `"values"`.
**kwargs: Additional keyword arguments to pass to the graph run.
Returns:
@@ -3436,64 +3181,39 @@ class Pregel(
chunks: list[dict[str, Any] | Any] = []
interrupts: list[Interrupt] = []
if version == "v2":
# v2: values stream parts carry interrupts directly
async for chunk in self.astream(
input,
config,
context=context,
stream_mode="values" if stream_mode == "values" else stream_mode,
print_mode=print_mode,
output_keys=output_keys,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
durability=durability,
version=version,
**kwargs,
):
if stream_mode == "values":
latest = chunk["data"]
if chunk_ints := chunk.get("interrupts", ()):
interrupts.extend(chunk_ints) # type: ignore[arg-type]
async for chunk in self.astream(
input,
config,
context=context,
stream_mode=["updates", "values"]
if stream_mode == "values"
else stream_mode,
print_mode=print_mode,
output_keys=output_keys,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
durability=durability,
**kwargs,
):
if stream_mode == "values":
if len(chunk) == 2:
mode, payload = cast(tuple[StreamMode, Any], chunk)
else:
chunks.append(chunk)
else:
# v1: collect interrupts from updates stream
async for chunk in self.astream(
input,
config,
context=context,
stream_mode=(
["updates", "values"] if stream_mode == "values" else stream_mode
),
print_mode=print_mode,
output_keys=output_keys,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
durability=durability,
**kwargs,
):
if stream_mode == "values":
if len(chunk) == 2:
mode, payload = cast(tuple[StreamMode, Any], chunk)
else:
_, mode, payload = cast(
tuple[tuple[str, ...], StreamMode, Any], chunk
)
if (
mode == "updates"
and isinstance(payload, dict)
and (ints := payload.get(INTERRUPT)) is not None
):
interrupts.extend(ints)
elif mode == "values":
latest = payload
else:
chunks.append(chunk)
_, mode, payload = cast(
tuple[tuple[str, ...], StreamMode, Any], chunk
)
if (
mode == "updates"
and isinstance(payload, dict)
and (ints := payload.get(INTERRUPT)) is not None
):
interrupts.extend(ints)
elif mode == "values":
latest = payload
else:
chunks.append(chunk)
if stream_mode == "values":
if version == "v2":
return GraphOutput(value=latest, interrupts=tuple(interrupts))
if interrupts:
return (
{**latest, INTERRUPT: interrupts}
@@ -3558,9 +3278,6 @@ def _output(
stream_subgraphs: bool,
getter: Callable[[], tuple[tuple[str, ...], str, Any]],
empty_exc: type[Exception],
version: Literal["v1", "v2"] = "v1",
output_mapper: Callable[[Any], Any] | None = None,
state_mapper: Callable[[Any], Any] | None = None,
) -> Iterator:
while True:
try:
@@ -3588,23 +3305,7 @@ def _output(
)
)
if mode in stream_mode:
if version == "v2":
if mode == "values":
# pop __interrupt__ into typed field, coerce data
ints: tuple[Interrupt, ...] = ()
if isinstance(payload, dict):
ints = payload.pop(INTERRUPT, ())
if output_mapper:
payload = output_mapper(payload)
yield {"type": mode, "ns": ns, "data": payload, "interrupts": ints}
elif mode in ("checkpoints", "debug"):
# coerce state values in checkpoint/debug payloads
if state_mapper:
_coerce_checkpoint_values(payload, state_mapper)
yield {"type": mode, "ns": ns, "data": payload}
else:
yield {"type": mode, "ns": ns, "data": payload}
elif stream_subgraphs and isinstance(stream_mode, list):
if stream_subgraphs and isinstance(stream_mode, list):
yield (ns, mode, payload)
elif isinstance(stream_mode, list):
yield (mode, payload)
@@ -3614,31 +3315,6 @@ def _output(
yield payload
def _coerce_checkpoint_values(payload: Any, mapper: Callable[[Any], Any]) -> None:
"""Coerce `values` dicts inside checkpoint or debug payloads in-place.
Skips the initial checkpoint (where next contains ``__start__``) because
not all channels are populated yet and coercion would fail.
"""
_START = "__start__"
# debug wrapper: {"type": "checkpoint", "payload": {"values": dict, ...}}
if (
isinstance(payload, dict)
and payload.get("type") == "checkpoint"
and isinstance(payload.get("payload"), dict)
and isinstance(payload["payload"].get("values"), dict)
and _START not in payload["payload"].get("next", ())
):
payload["payload"]["values"] = mapper(payload["payload"]["values"])
# direct checkpoint payload: {"values": dict, ...}
elif (
isinstance(payload, dict)
and isinstance(payload.get("values"), dict)
and _START not in payload.get("next", ())
):
payload["values"] = mapper(payload["values"])
def _coerce_context(
context_schema: type[ContextT] | None, context: Any
) -> ContextT | None:
+2 -126
View File
@@ -2,21 +2,13 @@ from __future__ import annotations
from abc import abstractmethod
from collections.abc import AsyncIterator, Callable, Iterator, Sequence
from typing import Any, Generic, Literal, cast, overload
from typing import Any, Generic, cast
from langchain_core.runnables import Runnable, RunnableConfig
from langchain_core.runnables.graph import Graph as DrawableGraph
from typing_extensions import Self
from langgraph.types import (
All,
Command,
GraphOutput,
StateSnapshot,
StateUpdate,
StreamMode,
StreamPart,
)
from langgraph.types import All, Command, StateSnapshot, StateUpdate, StreamMode
from langgraph.typing import ContextT, InputT, OutputT, StateT
__all__ = ("PregelProtocol", "StreamProtocol")
@@ -104,7 +96,6 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
as_node: str | None = None,
) -> RunnableConfig: ...
@overload
@abstractmethod
def stream(
self,
@@ -116,39 +107,8 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
version: Literal["v2"],
) -> Iterator[StreamPart[StateT, OutputT]]: ...
@overload
@abstractmethod
def stream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
version: Literal["v1"] = ...,
) -> Iterator[dict[str, Any] | Any]: ...
@abstractmethod
def stream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
version: Literal["v1", "v2"] = "v1",
) -> Iterator[dict[str, Any] | Any]: ...
@overload
@abstractmethod
def astream(
self,
@@ -160,39 +120,8 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
version: Literal["v2"],
) -> AsyncIterator[StreamPart[StateT, OutputT]]: ...
@overload
@abstractmethod
def astream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
version: Literal["v1"] = ...,
) -> AsyncIterator[dict[str, Any] | Any]: ...
@abstractmethod
def astream(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
version: Literal["v1", "v2"] = "v1",
) -> AsyncIterator[dict[str, Any] | Any]: ...
@overload
@abstractmethod
def invoke(
self,
@@ -202,58 +131,6 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
context: ContextT | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
version: Literal["v2"],
) -> GraphOutput[OutputT]: ...
@overload
@abstractmethod
def invoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
version: Literal["v1"] = ...,
) -> dict[str, Any] | Any: ...
@abstractmethod
def invoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
version: Literal["v1", "v2"] = "v1",
) -> dict[str, Any] | Any: ...
@overload
@abstractmethod
async def ainvoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
version: Literal["v2"],
) -> GraphOutput[OutputT]: ...
@overload
@abstractmethod
async def ainvoke(
self,
input: InputT | Command | None,
config: RunnableConfig | None = None,
*,
context: ContextT | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
version: Literal["v1"] = ...,
) -> dict[str, Any] | Any: ...
@abstractmethod
@@ -265,7 +142,6 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
context: ContextT | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
version: Literal["v1", "v2"] = "v1",
) -> dict[str, Any] | Any: ...
+8 -184
View File
@@ -7,7 +7,6 @@ from typing import (
Any,
Literal,
cast,
overload,
)
from uuid import UUID
@@ -31,7 +30,6 @@ from langgraph_sdk.client import (
)
from langgraph_sdk.schema import (
Checkpoint,
Context,
QueryParamTypes,
ThreadState,
)
@@ -59,12 +57,10 @@ from langgraph.pregel.protocol import PregelProtocol, StreamProtocol
from langgraph.types import (
All,
Command,
GraphOutput,
Interrupt,
PregelTask,
StateSnapshot,
StreamMode,
StreamPart,
)
logger = logging.getLogger(__name__)
@@ -686,59 +682,23 @@ class RemoteGraph(PregelProtocol):
updated_stream_modes.remove("events")
return (updated_stream_modes, requested_stream_modes, req_single, stream)
@overload
def stream(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> Iterator[StreamPart]: ...
@overload
def stream(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1"] = ...,
**kwargs: Any,
) -> Iterator[dict[str, Any] | Any]: ...
def stream(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Any,
) -> Iterator[dict[str, Any] | Any]:
"""Create a run and stream the results.
This method calls `POST /threads/{thread_id}/runs/stream` if a `thread_id`
is specified in the `configurable` field of the config or
is speciffed in the `configurable` field of the config or
`POST /runs/stream` otherwise.
Args:
@@ -773,7 +733,6 @@ class RemoteGraph(PregelProtocol):
input=input,
command=command,
config=sanitized_config,
context=context,
stream_mode=stream_modes,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
@@ -815,18 +774,10 @@ class RemoteGraph(PregelProtocol):
continue
if chunk.event.startswith("messages"):
chunk = chunk._replace(data=tuple(chunk.data))
chunk = chunk._replace(data=tuple(chunk.data)) # type: ignore
# emit chunk
if version == "v2":
ints: tuple[Interrupt, ...] = ()
if mode == "values" and isinstance(chunk.data, dict):
ints = tuple(
Interrupt(**i) if isinstance(i, dict) else i
for i in chunk.data.pop(INTERRUPT, ())
)
yield {"type": mode, "ns": ns, "data": chunk.data, "interrupts": ints}
elif subgraphs:
if subgraphs:
if NS_SEP in chunk.event:
mode, ns_ = chunk.event.split(NS_SEP, 1)
ns = tuple(ns_.split(NS_SEP))
@@ -841,59 +792,23 @@ class RemoteGraph(PregelProtocol):
else:
yield chunk
@overload
def astream(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> AsyncIterator[StreamPart]: ...
@overload
def astream(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1"] = ...,
**kwargs: Any,
) -> AsyncIterator[dict[str, Any] | Any]: ...
async def astream(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
stream_mode: StreamMode | list[StreamMode] | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
subgraphs: bool = False,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Any,
) -> AsyncIterator[dict[str, Any] | Any]:
"""Create a run and stream the results.
This method calls `POST /threads/{thread_id}/runs/stream` if a `thread_id`
is specified in the `configurable` field of the config or
is speciffed in the `configurable` field of the config or
`POST /runs/stream` otherwise.
Args:
@@ -928,7 +843,6 @@ class RemoteGraph(PregelProtocol):
input=input,
command=command,
config=sanitized_config,
context=context,
stream_mode=stream_modes,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
@@ -970,18 +884,10 @@ class RemoteGraph(PregelProtocol):
continue
if chunk.event.startswith("messages"):
chunk = chunk._replace(data=tuple(chunk.data))
chunk = chunk._replace(data=tuple(chunk.data)) # type: ignore
# emit chunk
if version == "v2":
ints: tuple[Interrupt, ...] = ()
if mode == "values" and isinstance(chunk.data, dict):
ints = tuple(
Interrupt(**i) if isinstance(i, dict) else i
for i in chunk.data.pop(INTERRUPT, ())
)
yield {"type": mode, "ns": ns, "data": chunk.data, "interrupts": ints}
elif subgraphs:
if subgraphs:
if NS_SEP in chunk.event:
mode, ns_ = chunk.event.split(NS_SEP, 1)
ns = tuple(ns_.split(NS_SEP))
@@ -1012,47 +918,15 @@ class RemoteGraph(PregelProtocol):
) -> AsyncIterator[dict[str, Any]]:
raise NotImplementedError
@overload
def invoke(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> GraphOutput[dict[str, Any]]: ...
@overload
def invoke(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1"] = ...,
**kwargs: Any,
) -> dict[str, Any] | Any: ...
def invoke(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Any,
) -> dict[str, Any] | Any:
"""Create a run, wait until it finishes and return the final state.
@@ -1063,78 +937,37 @@ class RemoteGraph(PregelProtocol):
interrupt_before: Interrupt the graph before these nodes.
interrupt_after: Interrupt the graph after these nodes.
headers: Additional headers to pass to the request.
version: The streaming format version. `"v1"` (default) returns the
traditional format, `"v2"` returns `StreamPart` typed dicts.
**kwargs: Additional params to pass to RemoteGraph.stream.
Returns:
The output of the graph.
"""
for chunk in self.stream( # type: ignore[misc, call-overload]
for chunk in self.stream(
input,
config=config,
context=context,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
headers=headers,
stream_mode="values",
params=params,
version=version,
**kwargs,
):
pass
try:
if version == "v2":
return GraphOutput(
value=chunk["data"],
interrupts=tuple(chunk.get("interrupts", ())),
)
return chunk
except UnboundLocalError:
logger.warning("No events received from remote graph")
return None
@overload
async def ainvoke(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v2"],
**kwargs: Any,
) -> GraphOutput[dict[str, Any]]: ...
@overload
async def ainvoke(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1"] = ...,
**kwargs: Any,
) -> dict[str, Any] | Any: ...
async def ainvoke(
self,
input: dict[str, Any] | Any,
config: RunnableConfig | None = None,
*,
context: Context | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
headers: dict[str, str] | None = None,
params: QueryParamTypes | None = None,
version: Literal["v1", "v2"] = "v1",
**kwargs: Any,
) -> dict[str, Any] | Any:
"""Create a run, wait until it finishes and return the final state.
@@ -1145,32 +978,23 @@ class RemoteGraph(PregelProtocol):
interrupt_before: Interrupt the graph before these nodes.
interrupt_after: Interrupt the graph after these nodes.
headers: Additional headers to pass to the request.
version: The streaming format version. `"v1"` (default) returns the
traditional format, `"v2"` returns `StreamPart` typed dicts.
**kwargs: Additional params to pass to RemoteGraph.astream.
Returns:
The output of the graph.
"""
async for chunk in self.astream( # type: ignore[misc, call-overload]
async for chunk in self.astream(
input,
config=config,
context=context,
interrupt_before=interrupt_before,
interrupt_after=interrupt_after,
headers=headers,
stream_mode="values",
params=params,
version=version,
**kwargs,
):
pass
try:
if version == "v2":
return GraphOutput(
value=chunk["data"],
interrupts=tuple(chunk.get("interrupts", ())),
)
return chunk
except UnboundLocalError:
logger.warning("No events received from remote graph")
+3 -30
View File
@@ -1,7 +1,7 @@
from __future__ import annotations
from dataclasses import dataclass, field, replace
from typing import Any, Generic, NamedTuple, cast
from typing import Any, Generic, cast
from langgraph.store.base import BaseStore
from typing_extensions import TypedDict, Unpack
@@ -11,21 +11,7 @@ from langgraph.config import get_config
from langgraph.types import _DC_KWARGS, StreamWriter
from langgraph.typing import ContextT
__all__ = ("ExecutionInfo", "Runtime", "get_runtime")
class ExecutionInfo(NamedTuple):
"""Read-only execution info/metadata for the execution of current thread/run/node."""
node_attempt: int = 1
"""Current node execution attempt number (1-indexed)."""
node_first_attempt_time: float | None = None
"""Unix timestamp (seconds) for when the first attempt started."""
def patch(self, **overrides: Any) -> ExecutionInfo:
"""Return a new execution info object with selected fields replaced."""
return self._replace(**overrides)
__all__ = ("Runtime", "get_runtime")
def _no_op_stream_writer(_: Any) -> None: ...
@@ -36,7 +22,6 @@ class _RuntimeOverrides(TypedDict, Generic[ContextT], total=False):
store: BaseStore | None
stream_writer: StreamWriter
previous: Any
execution_info: ExecutionInfo
@dataclass(**_DC_KWARGS)
@@ -44,7 +29,7 @@ class Runtime(Generic[ContextT]):
"""Convenience class that bundles run-scoped context and other runtime utilities.
This class is injected into graph nodes and middleware. It provides access to
`context`, `store`, `stream_writer`, `previous`, and `execution_info`.
`context`, `store`, `stream_writer`, and `previous`.
!!! note "Accessing `config`"
@@ -130,9 +115,6 @@ class Runtime(Generic[ContextT]):
Only available with the functional API when a checkpointer is provided.
"""
execution_info: ExecutionInfo = field(default_factory=ExecutionInfo)
"""Read-only execution information/metadata for the current node run."""
def merge(self, other: Runtime[ContextT]) -> Runtime[ContextT]:
"""Merge two runtimes together.
@@ -145,7 +127,6 @@ class Runtime(Generic[ContextT]):
if other.stream_writer is not _no_op_stream_writer
else self.stream_writer,
previous=self.previous if other.previous is None else other.previous,
execution_info=other.execution_info,
)
def override(
@@ -154,20 +135,12 @@ class Runtime(Generic[ContextT]):
"""Replace the runtime with a new runtime with the given overrides."""
return replace(self, **overrides)
def patch_execution_info(self, **overrides: Any) -> Runtime[ContextT]:
"""Return a new runtime with selected execution_info fields replaced."""
return replace(
self,
execution_info=self.execution_info.patch(**overrides),
)
DEFAULT_RUNTIME = Runtime(
context=None,
store=None,
stream_writer=_no_op_stream_writer,
previous=None,
execution_info=ExecutionInfo(),
)
+2 -287
View File
@@ -16,25 +16,16 @@ from typing import (
)
from warnings import warn
from langchain_core.messages import AnyMessage
from langchain_core.runnables import Runnable, RunnableConfig
from langgraph.checkpoint.base import BaseCheckpointSaver, CheckpointMetadata
from typing_extensions import NotRequired, TypeAliasType, TypedDict, Unpack, deprecated
from typing_extensions import Unpack, deprecated
from xxhash import xxh3_128_hexdigest
from langgraph._internal._cache import default_cache_key
from langgraph._internal._constants import INTERRUPT as _INTERRUPT_KEY
from langgraph._internal._fields import get_cached_annotated_keys, get_update_as_tuples
from langgraph._internal._retry import default_retry_on
from langgraph._internal._typing import MISSING, DeprecatedKwargs
from langgraph.warnings import LangGraphDeprecatedSinceV10, LangGraphDeprecatedSinceV11
# Local TypeVars for generic stream TypedDicts.
# We use separate TypeVars here (rather than importing from langgraph.typing)
# because the typing module TypeVars have defaults that cause mypy issues
# when used in standalone type aliases.
StateT = TypeVar("StateT")
OutputT = TypeVar("OutputT")
from langgraph.warnings import LangGraphDeprecatedSinceV10
if TYPE_CHECKING:
from langgraph.pregel.protocol import PregelProtocol
@@ -53,19 +44,6 @@ __all__ = (
"Checkpointer",
"StreamMode",
"StreamWriter",
"StreamPart",
"ValuesStreamPart",
"UpdatesStreamPart",
"MessagesStreamPart",
"CustomStreamPart",
"CheckpointStreamPart",
"TasksStreamPart",
"DebugStreamPart",
"TaskPayload",
"TaskResultPayload",
"CheckpointTask",
"CheckpointPayload",
"DebugPayload",
"RetryPolicy",
"CachePolicy",
"Interrupt",
@@ -78,7 +56,6 @@ __all__ = (
"Durability",
"interrupt",
"Overwrite",
"GraphOutput",
"ensure_valid_checkpointer",
)
@@ -136,268 +113,6 @@ StreamWriter = Callable[[Any], None]
Always injected into nodes if requested as a keyword argument, but it's a no-op
when not using `stream_mode="custom"`."""
class TaskPayload(TypedDict):
"""Payload for a task start event."""
id: str
"""Unique identifier for this task."""
name: str
"""Name of the node being executed."""
input: Any
"""Input data passed to the task."""
triggers: list[str]
"""List of triggers that caused this task to be executed (e.g. channel writes)."""
class TaskResultPayload(TypedDict):
"""Payload for a task result event."""
id: str
"""Unique identifier for this task."""
name: str
"""Name of the node that was executed."""
error: str | None
"""Error message if the task failed, otherwise `None`."""
interrupts: list[dict]
"""List of interrupts that occurred during task execution."""
result: dict[str, Any]
"""Mapping of channel names to the values written by this task."""
class CheckpointTask(TypedDict):
"""A task entry within a `CheckpointPayload`.
The keys present depend on the task's state:
- **Error:** `id`, `name`, `error`, `state`
- **Has result:** `id`, `name`, `result`, `interrupts`, `state`
- **Pending:** `id`, `name`, `interrupts`, `state`
"""
id: str
"""Unique identifier for this task."""
name: str
"""Name of the node being executed."""
error: NotRequired[str]
"""Error message, present only if the task failed."""
result: NotRequired[Any]
"""Result of the task, present only if the task completed successfully."""
interrupts: NotRequired[list[dict]]
"""List of interrupts, present when the task has been interrupted or completed."""
state: StateSnapshot | RunnableConfig | None
"""Snapshot of the subgraph state, or a `RunnableConfig` pointing to it. `None` if not a subgraph."""
class CheckpointPayload(TypedDict, Generic[StateT]):
"""Payload for a checkpoint event."""
config: RunnableConfig | None
"""Configuration for this checkpoint, including the `thread_id` and `checkpoint_id`."""
metadata: CheckpointMetadata
"""Metadata associated with this checkpoint (e.g. step number, source, writes)."""
values: StateT
"""Current state values at the time of this checkpoint."""
next: list[str]
"""Names of the nodes scheduled to execute next."""
parent_config: RunnableConfig | None
"""Configuration of the parent checkpoint, or `None` if this is the first checkpoint."""
tasks: list[CheckpointTask]
"""List of tasks associated with this checkpoint."""
class _DebugCheckpointPayload(TypedDict, Generic[StateT]):
step: int
"""The step number in the graph execution."""
timestamp: str
"""ISO 8601 timestamp of when this event occurred."""
type: Literal["checkpoint"]
"""Event type discriminator, always `"checkpoint"`."""
payload: CheckpointPayload[StateT]
"""The checkpoint payload."""
class _DebugTaskPayload(TypedDict):
step: int
"""The step number in the graph execution."""
timestamp: str
"""ISO 8601 timestamp of when this event occurred."""
type: Literal["task"]
"""Event type discriminator, always `"task"`."""
payload: TaskPayload
"""The task start payload."""
class _DebugTaskResultPayload(TypedDict):
step: int
"""The step number in the graph execution."""
timestamp: str
"""ISO 8601 timestamp of when this event occurred."""
type: Literal["task_result"]
"""Event type discriminator, always `"task_result"`."""
payload: TaskResultPayload
"""The task result payload."""
DebugPayload = TypeAliasType(
"DebugPayload",
_DebugCheckpointPayload[StateT] | _DebugTaskPayload | _DebugTaskResultPayload,
type_params=(StateT,),
)
"""Wrapper payload for debug events. Discriminate on `type`."""
class ValuesStreamPart(TypedDict, Generic[OutputT]):
"""Stream part emitted for `stream_mode="values"`.
`data` contains the full state after each step, as returned by `read_channels()`.
"""
type: Literal["values"]
ns: tuple[str, ...]
data: OutputT
interrupts: tuple[Interrupt, ...]
class UpdatesStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="updates"`.
`data` maps node names to their outputs. May also contain
`__interrupt__` (tuple of `Interrupt` dicts) and `__metadata__` keys.
"""
type: Literal["updates"]
ns: tuple[str, ...]
data: dict[str, Any]
class MessagesStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="messages"`.
`data` is a 2-tuple of `(message, metadata)` where `message` is a
`BaseMessage` (e.g. `AIMessageChunk`) and `metadata` is a dict containing
keys like `langgraph_step`, `langgraph_node`, `langgraph_triggers`, etc.
"""
type: Literal["messages"]
ns: tuple[str, ...]
data: tuple[AnyMessage, dict[str, Any]]
class CustomStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="custom"`.
`data` is whatever value was passed to `StreamWriter` inside a node.
"""
type: Literal["custom"]
ns: tuple[str, ...]
data: Any
class CheckpointStreamPart(TypedDict, Generic[StateT]):
"""Stream part emitted for `stream_mode="checkpoints"`."""
type: Literal["checkpoints"]
ns: tuple[str, ...]
data: CheckpointPayload[StateT]
class TasksStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="tasks"`.
For task start events, `data` is a `TaskPayload` with `id`, `name`,
`input`, and `triggers` keys.
For task result events, `data` is a `TaskResultPayload` with `id`,
`name`, `error`, `interrupts`, and `result` keys.
"""
type: Literal["tasks"]
ns: tuple[str, ...]
data: TaskPayload | TaskResultPayload
class DebugStreamPart(TypedDict, Generic[StateT]):
"""Stream part emitted for `stream_mode="debug"`."""
type: Literal["debug"]
ns: tuple[str, ...]
data: DebugPayload[StateT]
StreamPart = TypeAliasType(
"StreamPart",
ValuesStreamPart[OutputT]
| UpdatesStreamPart
| MessagesStreamPart
| CustomStreamPart
| CheckpointStreamPart[StateT]
| TasksStreamPart
| DebugStreamPart[StateT],
type_params=(StateT, OutputT),
)
"""A discriminated union of all v2 stream part types.
Use `part["type"]` to narrow the type:
```python
async for part in graph.astream(input, version="v2"):
if part["type"] == "values":
part["data"] # OutputT — full state (pydantic/dataclass/dict)
elif part["type"] == "messages":
part["data"] # tuple[BaseMessage, dict] — (message, metadata)
elif part["type"] == "custom":
part["data"] # Any — user-defined
```
"""
@dataclass(frozen=True)
class GraphOutput(Generic[OutputT]):
"""Typed container returned by `invoke()` / `ainvoke()` with `version="v2"`.
Attributes:
value: The final output of the graph (dict, Pydantic model, dataclass, etc.).
interrupts: Any interrupts that occurred during execution.
"""
value: OutputT
interrupts: tuple[Interrupt, ...] = ()
def __getitem__(self, key: str) -> Any:
"""Backward compat: `result['__interrupt__']` and dict-key access."""
warn(
"Accessing GraphOutput via `result[key]` is deprecated. "
"Use `result.value` to access the output value directly, "
"or `result.interrupts` for interrupts.",
LangGraphDeprecatedSinceV11,
stacklevel=2,
)
if key == _INTERRUPT_KEY:
return self.interrupts
if isinstance(self.value, dict):
return self.value[key]
try:
return getattr(self.value, key)
except AttributeError:
raise KeyError(key)
def __contains__(self, key: object) -> bool:
warn(
"Accessing GraphOutput via `key in result` is deprecated. "
"Use `result.value` to access the output value directly, "
"or `result.interrupts` for interrupts.",
LangGraphDeprecatedSinceV11,
stacklevel=2,
)
if key == _INTERRUPT_KEY:
return bool(self.interrupts)
if isinstance(self.value, dict):
return key in self.value
return isinstance(key, str) and hasattr(self.value, key)
_DC_KWARGS = {"kw_only": True, "slots": True, "frozen": True}
-8
View File
@@ -6,7 +6,6 @@ __all__ = (
"LangGraphDeprecationWarning",
"LangGraphDeprecatedSinceV05",
"LangGraphDeprecatedSinceV10",
"LangGraphDeprecatedSinceV11",
)
@@ -60,10 +59,3 @@ class LangGraphDeprecatedSinceV10(LangGraphDeprecationWarning):
def __init__(self, message: str, *args: object) -> None:
super().__init__(message, *args, since=(1, 0), expected_removal=(2, 0))
class LangGraphDeprecatedSinceV11(LangGraphDeprecationWarning):
"""A specific `LangGraphDeprecationWarning` subclass defining functionality deprecated since LangGraph v1.1.0"""
def __init__(self, message: str, *args: object) -> None:
super().__init__(message, *args, since=(1, 1), expected_removal=(3, 0))
+1 -1
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph"
version = "1.1.3"
version = "1.0.10"
description = "Building stateful, multi-actor applications with LLMs"
authors = []
requires-python = ">=3.10"
+2 -38
View File
@@ -14,12 +14,8 @@ from langgraph.func import entrypoint, task
from langgraph.graph import StateGraph
from langgraph.graph.message import MessageGraph
from langgraph.pregel import NodeBuilder, Pregel
from langgraph.types import GraphOutput, Interrupt, RetryPolicy
from langgraph.warnings import (
LangGraphDeprecatedSinceV05,
LangGraphDeprecatedSinceV10,
LangGraphDeprecatedSinceV11,
)
from langgraph.types import Interrupt, RetryPolicy
from langgraph.warnings import LangGraphDeprecatedSinceV05, LangGraphDeprecatedSinceV10
class PlainState(TypedDict): ...
@@ -201,7 +197,6 @@ def test_deprecated_import() -> None:
@pytest.mark.filterwarnings(
"ignore:`durability` has no effect when no checkpointer is present"
)
@pytest.mark.filterwarnings("ignore:Accessing GraphOutput via")
def test_checkpoint_during_deprecation_state_graph() -> None:
class CheckDurability(TypedDict):
durability: NotRequired[str]
@@ -346,34 +341,3 @@ def test_message_graph_deprecation() -> None:
match="MessageGraph is deprecated in LangGraph v1.0.0, to be removed in v2.0.0. Please use StateGraph with a `messages` key instead.",
):
MessageGraph()
def test_graph_output_getitem_deprecation() -> None:
output = GraphOutput(value={"foo": "bar"})
with pytest.warns(
LangGraphDeprecatedSinceV11,
match=r"Accessing GraphOutput via `result\[key\]` is deprecated",
):
assert output["foo"] == "bar"
def test_graph_output_contains_deprecation() -> None:
output = GraphOutput(value={"foo": "bar"})
with pytest.warns(
LangGraphDeprecatedSinceV11,
match=r"Accessing GraphOutput via `key in result` is deprecated",
):
assert "foo" in output
def test_graph_output_getitem_interrupt_deprecation() -> None:
interrupts = (Interrupt(value="q", id="abc"),)
output = GraphOutput(value={"foo": "bar"}, interrupts=interrupts)
with pytest.warns(
LangGraphDeprecatedSinceV11,
match=r"Accessing GraphOutput via `result\[key\]` is deprecated",
):
assert output["__interrupt__"] == interrupts
+25
View File
@@ -5850,6 +5850,31 @@ def test_task_before_interrupt_resume(
assert result == {"answers": ["answer1", "answer2"]}
def test_command_with_update_input_raises(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
"""Test that Command(update=...) raises ValueError when used as graph input."""
@entrypoint(checkpointer=sync_checkpointer)
def workflow(inputs: str) -> str:
answer = interrupt("question")
return answer
config = {"configurable": {"thread_id": "1"}}
# First invocation triggers interrupt
result = workflow.invoke("start", config=config)
assert "__interrupt__" in result
# Command with update (and resume) should raise
with pytest.raises(ValueError, match="Command\\(update="):
workflow.invoke(Command(resume="answer", update={"foo": "bar"}), config=config)
# Command with update only (no resume) should also raise
with pytest.raises(ValueError, match="Command\\(update="):
workflow.invoke(Command(update={"foo": "bar"}), config=config)
def test_multiple_tasks_before_interrupt_resume(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
-184
View File
@@ -1,6 +1,5 @@
import re
import sys
from dataclasses import dataclass
from typing import Annotated
from unittest.mock import AsyncMock, MagicMock
@@ -11,7 +10,6 @@ from langchain_core.runnables import RunnableConfig
from langchain_core.runnables.graph import Edge as DrawableEdge
from langchain_core.runnables.graph import Node as DrawableNode
from langgraph_sdk.schema import StreamPart
from pydantic import BaseModel
from typing_extensions import TypedDict
from langgraph.errors import GraphInterrupt
@@ -910,188 +908,6 @@ async def test_ainvoke():
assert result == {"messages": [{"type": "human", "content": "world"}]}
def test_stream_context():
"""Test that context is passed through to the SDK client in stream."""
mock_sync_client = MagicMock()
mock_sync_client.runs.stream.return_value = [
StreamPart(event="values", data={"chunk": "data1"}),
]
remote_pregel = RemoteGraph(
"test_graph_id",
sync_client=mock_sync_client,
)
config = {"configurable": {"thread_id": "thread_1"}}
context = {"model_name": "anthropic", "user_id": "123"}
stream_parts = list(
remote_pregel.stream(
{"input": "data"},
config,
context=context,
stream_mode="values",
)
)
assert stream_parts == [{"chunk": "data1"}]
_, kwargs = mock_sync_client.runs.stream.call_args
assert kwargs["context"] == {"model_name": "anthropic", "user_id": "123"}
def test_stream_context_none():
"""Test that context defaults to None when not provided."""
mock_sync_client = MagicMock()
mock_sync_client.runs.stream.return_value = [
StreamPart(event="values", data={"chunk": "data1"}),
]
remote_pregel = RemoteGraph(
"test_graph_id",
sync_client=mock_sync_client,
)
config = {"configurable": {"thread_id": "thread_1"}}
list(remote_pregel.stream({"input": "data"}, config, stream_mode="values"))
_, kwargs = mock_sync_client.runs.stream.call_args
assert kwargs["context"] is None
@pytest.mark.anyio
async def test_astream_context():
"""Test that context is passed through to the SDK client in astream."""
mock_async_client = MagicMock()
async_iter = MagicMock()
async_iter.__aiter__.return_value = [
StreamPart(event="values", data={"chunk": "data1"}),
]
mock_async_client.runs.stream.return_value = async_iter
remote_pregel = RemoteGraph(
"test_graph_id",
client=mock_async_client,
)
config = {"configurable": {"thread_id": "thread_1"}}
context = {"model_name": "anthropic"}
chunks = []
async for chunk in remote_pregel.astream(
{"input": "data"},
config,
context=context,
stream_mode="values",
):
chunks.append(chunk)
assert chunks == [{"chunk": "data1"}]
_, kwargs = mock_async_client.runs.stream.call_args
assert kwargs["context"] == {"model_name": "anthropic"}
def test_invoke_context():
"""Test that context is passed through to the SDK client in invoke."""
mock_sync_client = MagicMock()
mock_sync_client.runs.stream.return_value = [
StreamPart(event="values", data={"result": "done"}),
]
remote_pregel = RemoteGraph(
"test_graph_id",
sync_client=mock_sync_client,
)
config = {"configurable": {"thread_id": "thread_1"}}
context = {"model_name": "openai"}
result = remote_pregel.invoke({"input": "data"}, config, context=context)
assert result == {"result": "done"}
_, kwargs = mock_sync_client.runs.stream.call_args
assert kwargs["context"] == {"model_name": "openai"}
@pytest.mark.anyio
async def test_ainvoke_context():
"""Test that context is passed through to the SDK client in ainvoke."""
mock_async_client = MagicMock()
async_iter = MagicMock()
async_iter.__aiter__.return_value = [
StreamPart(event="values", data={"result": "done"}),
]
mock_async_client.runs.stream.return_value = async_iter
remote_pregel = RemoteGraph(
"test_graph_id",
client=mock_async_client,
)
config = {"configurable": {"thread_id": "thread_1"}}
context = {"user_id": "456"}
result = await remote_pregel.ainvoke({"input": "data"}, config, context=context)
assert result == {"result": "done"}
_, kwargs = mock_async_client.runs.stream.call_args
assert kwargs["context"] == {"user_id": "456"}
def test_stream_context_dataclass():
"""Test that a dataclass context is passed through to the SDK client."""
@dataclass
class MyContext:
model_name: str
user_id: str
mock_sync_client = MagicMock()
mock_sync_client.runs.stream.return_value = [
StreamPart(event="values", data={"chunk": "data1"}),
]
remote_pregel = RemoteGraph(
"test_graph_id",
sync_client=mock_sync_client,
)
config = {"configurable": {"thread_id": "thread_1"}}
ctx = MyContext(model_name="anthropic", user_id="123")
list(
remote_pregel.stream(
{"input": "data"}, config, context=ctx, stream_mode="values"
)
)
_, kwargs = mock_sync_client.runs.stream.call_args
assert kwargs["context"] == ctx
def test_stream_context_base_model():
"""Test that a BaseModel context is passed through to the SDK client."""
class MyContext(BaseModel):
model_name: str
user_id: str
mock_sync_client = MagicMock()
mock_sync_client.runs.stream.return_value = [
StreamPart(event="values", data={"chunk": "data1"}),
]
remote_pregel = RemoteGraph(
"test_graph_id",
sync_client=mock_sync_client,
)
config = {"configurable": {"thread_id": "thread_1"}}
ctx = MyContext(model_name="anthropic", user_id="123")
list(
remote_pregel.stream(
{"input": "data"}, config, context=ctx, stream_mode="values"
)
)
_, kwargs = mock_sync_client.runs.stream.call_args
assert kwargs["context"] == ctx
@pytest.mark.skip(
"Unskip this test to manually test the LangSmith Deployment integration"
)
+1 -36
View File
@@ -5,7 +5,6 @@ from typing_extensions import TypedDict
from langgraph.graph import START, StateGraph
from langgraph.pregel._retry import _checkpoint_ns_for_parent_command, _should_retry_on
from langgraph.runtime import Runtime
from langgraph.types import RetryPolicy
@@ -169,15 +168,10 @@ def test_graph_with_single_retry_policy():
foo: str
attempt_count = 0
attempt_numbers: list[int] = []
first_attempt_times: list[float | None] = []
def failing_node(state: State, runtime: Runtime):
def failing_node(state: State):
nonlocal attempt_count
attempt_count += 1
assert runtime.execution_info.node_attempt == attempt_count
attempt_numbers.append(runtime.execution_info.node_attempt)
first_attempt_times.append(runtime.execution_info.node_first_attempt_time)
if attempt_count < 3: # Fail the first two attempts
raise ValueError("Intentional failure")
return {"foo": "success"}
@@ -209,11 +203,6 @@ def test_graph_with_single_retry_policy():
# Verify retry behavior
assert attempt_count == 3 # The node should have been tried 3 times
assert attempt_numbers == [1, 2, 3]
assert len(first_attempt_times) == 3
assert first_attempt_times[0] is not None
assert first_attempt_times[1] == first_attempt_times[0]
assert first_attempt_times[2] == first_attempt_times[0]
assert result["foo"] == "other_node" # Final result should be from other_node
# Verify the sleep intervals
@@ -221,30 +210,6 @@ def test_graph_with_single_retry_policy():
assert call_args_list == [0.01, 0.02]
def test_runtime_execution_info_defaults_without_retry():
"""Test execution_info defaults when no retry and no config are provided."""
class State(TypedDict):
foo: str
captured = {}
def node(state: State, runtime: Runtime):
captured["node_attempt"] = runtime.execution_info.node_attempt
captured["node_first_attempt_time"] = (
runtime.execution_info.node_first_attempt_time
)
return {"foo": "ok"}
graph = StateGraph(State).add_node("node", node).add_edge(START, "node").compile()
result = graph.invoke({"foo": ""})
assert result["foo"] == "ok"
assert captured["node_attempt"] == 1
assert isinstance(captured["node_first_attempt_time"], float)
def test_graph_with_jitter_retry_policy():
"""Test a graph with a RetryPolicy that uses jitter."""
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[[package]]
+1 -1
View File
@@ -3,6 +3,6 @@ from langgraph_sdk.client import get_client, get_sync_client
from langgraph_sdk.encryption import Encryption
from langgraph_sdk.encryption.types import EncryptionContext
__version__ = "0.3.12"
__version__ = "0.3.9"
__all__ = ["Auth", "Encryption", "EncryptionContext", "get_client", "get_sync_client"]
+5 -15
View File
@@ -4,11 +4,10 @@ from __future__ import annotations
import warnings
from collections.abc import Mapping, Sequence
from datetime import datetime, tzinfo
from datetime import datetime
from typing import Any
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._shared.utilities import _resolve_timezone
from langgraph_sdk.schema import (
All,
Config,
@@ -71,7 +70,6 @@ class CronClient:
multitask_strategy: str | None = None,
end_time: datetime | None = None,
enabled: bool | None = None,
timezone: str | tzinfo | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
stream_subgraphs: bool | None = None,
stream_resumable: bool | None = None,
@@ -86,7 +84,7 @@ class CronClient:
assistant_id: The assistant ID or graph name to use for the cron job.
If using graph name, will default to first assistant created from that graph.
schedule: The cron schedule to execute this job on.
Schedules are interpreted in UTC unless a timezone is specified.
Schedules are interpreted in UTC.
input: The input to the graph.
metadata: Metadata to assign to the cron job runs.
config: The configuration for the assistant.
@@ -102,7 +100,6 @@ class CronClient:
Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
enabled: Whether the cron job is enabled or not.
timezone: IANA timezone for the cron schedule. Accepts a string (e.g. 'America/New_York') or a ``datetime.tzinfo`` instance (e.g. ``ZoneInfo("America/New_York")``).
stream_mode: The stream mode(s) to use.
stream_subgraphs: Whether to stream output from subgraphs.
stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
@@ -155,7 +152,6 @@ class CronClient:
"webhook": webhook,
"end_time": end_time.isoformat() if end_time else None,
"enabled": enabled,
"timezone": _resolve_timezone(timezone),
"stream_mode": stream_mode,
"stream_subgraphs": stream_subgraphs,
"stream_resumable": stream_resumable,
@@ -188,7 +184,6 @@ class CronClient:
multitask_strategy: str | None = None,
end_time: datetime | None = None,
enabled: bool | None = None,
timezone: str | tzinfo | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
stream_subgraphs: bool | None = None,
stream_resumable: bool | None = None,
@@ -202,7 +197,7 @@ class CronClient:
assistant_id: The assistant ID or graph name to use for the cron job.
If using graph name, will default to first assistant created from that graph.
schedule: The cron schedule to execute this job on.
Schedules are interpreted in UTC unless a timezone is specified.
Schedules are interpreted in UTC.
input: The input to the graph.
metadata: Metadata to assign to the cron job runs.
config: The configuration for the assistant.
@@ -220,7 +215,6 @@ class CronClient:
Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
enabled: Whether the cron job is enabled or not.
timezone: IANA timezone for the cron schedule. Accepts a string (e.g. 'America/New_York') or a ``datetime.tzinfo`` instance (e.g. ``ZoneInfo("America/New_York")``).
stream_mode: The stream mode(s) to use.
stream_subgraphs: Whether to stream output from subgraphs.
stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
@@ -274,7 +268,6 @@ class CronClient:
"on_run_completed": on_run_completed,
"end_time": end_time.isoformat() if end_time else None,
"enabled": enabled,
"timezone": _resolve_timezone(timezone),
"stream_mode": stream_mode,
"stream_subgraphs": stream_subgraphs,
"stream_resumable": stream_resumable,
@@ -331,7 +324,6 @@ class CronClient:
interrupt_after: All | list[str] | None = None,
on_run_completed: OnCompletionBehavior | None = None,
enabled: bool | None = None,
timezone: str | tzinfo | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
stream_subgraphs: bool | None = None,
stream_resumable: bool | None = None,
@@ -344,7 +336,7 @@ class CronClient:
Args:
cron_id: The cron ID to update.
schedule: The cron schedule to execute this job on.
Schedules are interpreted in UTC unless a timezone is specified.
Schedules are interpreted in UTC.
end_time: The end date to stop running the cron.
input: The input to the graph.
metadata: Metadata to assign to the cron job runs.
@@ -358,7 +350,6 @@ class CronClient:
after execution. 'keep' creates a new thread for each execution but does not
clean them up.
enabled: Enable or disable the cron job.
timezone: IANA timezone for the cron schedule. Accepts a string (e.g. 'America/New_York') or a ``datetime.tzinfo`` instance (e.g. ``ZoneInfo("America/New_York")``).
stream_mode: The stream mode(s) to use.
stream_subgraphs: Whether to stream output from subgraphs.
stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
@@ -393,7 +384,6 @@ class CronClient:
"interrupt_after": interrupt_after,
"on_run_completed": on_run_completed,
"enabled": enabled,
"timezone": _resolve_timezone(timezone),
"stream_mode": stream_mode,
"stream_subgraphs": stream_subgraphs,
"stream_resumable": stream_resumable,
@@ -474,7 +464,7 @@ class CronClient:
```
"""
payload: dict[str, Any] = {
payload = {
"assistant_id": assistant_id,
"thread_id": thread_id,
"enabled": enabled,
+6 -88
View File
@@ -5,15 +5,12 @@ from __future__ import annotations
import builtins
import warnings
from collections.abc import AsyncIterator, Callable, Mapping, Sequence
from typing import Any, Literal, overload
from typing import Any, overload
import httpx
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._shared.utilities import (
_get_run_metadata_from_response,
_sse_to_v2_dict,
)
from langgraph_sdk._shared.utilities import _get_run_metadata_from_response
from langgraph_sdk.schema import (
All,
BulkCancelRunsStatus,
@@ -36,21 +33,9 @@ from langgraph_sdk.schema import (
RunStatus,
StreamMode,
StreamPart,
StreamPartV2,
StreamVersion,
)
async def _wrap_stream_v2(
raw: AsyncIterator[StreamPart],
) -> AsyncIterator[StreamPartV2]:
"""Wrap a raw SSE stream, converting each event to a v2 dict."""
async for part in raw:
v2 = _sse_to_v2_dict(part.event, part.data)
if v2 is not None:
yield v2
class RunsClient:
"""Client for managing runs in LangGraph.
@@ -96,66 +81,6 @@ class RunsClient:
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v1"] = "v1",
) -> AsyncIterator[StreamPart]: ...
@overload
def stream(
self,
thread_id: str,
assistant_id: str,
*,
input: Input | None = None,
command: Command | None = None,
stream_mode: StreamMode | Sequence[StreamMode] = "values",
stream_subgraphs: bool = False,
stream_resumable: bool = False,
metadata: Mapping[str, Any] | None = None,
config: Config | None = None,
context: Context | None = None,
checkpoint: Checkpoint | None = None,
checkpoint_id: str | None = None,
checkpoint_during: bool | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
feedback_keys: Sequence[str] | None = None,
on_disconnect: DisconnectMode | None = None,
webhook: str | None = None,
multitask_strategy: MultitaskStrategy | None = None,
if_not_exists: IfNotExists | None = None,
after_seconds: int | None = None,
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v2"],
) -> AsyncIterator[StreamPartV2]: ...
@overload
def stream(
self,
thread_id: None,
assistant_id: str,
*,
input: Input | None = None,
command: Command | None = None,
stream_mode: StreamMode | Sequence[StreamMode] = "values",
stream_subgraphs: bool = False,
stream_resumable: bool = False,
metadata: Mapping[str, Any] | None = None,
config: Config | None = None,
checkpoint_during: bool | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
feedback_keys: Sequence[str] | None = None,
on_disconnect: DisconnectMode | None = None,
on_completion: OnCompletionBehavior | None = None,
if_not_exists: IfNotExists | None = None,
webhook: str | None = None,
after_seconds: int | None = None,
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v1"] = "v1",
) -> AsyncIterator[StreamPart]: ...
@overload
@@ -183,8 +108,7 @@ class RunsClient:
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v2"],
) -> AsyncIterator[StreamPartV2]: ...
) -> AsyncIterator[StreamPart]: ...
def stream(
self,
@@ -215,8 +139,7 @@ class RunsClient:
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
durability: Durability | None = None,
version: StreamVersion = "v1",
) -> AsyncIterator[StreamPart | StreamPartV2]:
) -> AsyncIterator[StreamPart]:
"""Create a run and stream the results.
Args:
@@ -257,8 +180,6 @@ class RunsClient:
"async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
"sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
"exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
version: Stream format version. "v1" (default) returns raw SSE StreamPart
NamedTuples. "v2" returns typed dicts with `type`, `ns`, and `data` keys.
Returns:
Asynchronous iterator of stream results.
@@ -301,7 +222,7 @@ class RunsClient:
stacklevel=2,
)
payload: dict[str, Any] = {
payload = {
"input": input,
"command": (
{k: v for k, v in command.items() if v is not None} if command else None
@@ -338,7 +259,7 @@ class RunsClient:
if on_run_created and (metadata := _get_run_metadata_from_response(res)):
on_run_created(metadata)
raw = self.http.stream(
return self.http.stream(
endpoint,
"POST",
json={k: v for k, v in payload.items() if v is not None},
@@ -346,9 +267,6 @@ class RunsClient:
headers=headers,
on_response=on_response if on_run_created else None,
)
if version == "v2":
return _wrap_stream_v2(raw)
return raw
@overload
async def create(
+1 -1
View File
@@ -134,7 +134,7 @@ class StoreClient:
raise ValueError(
f"Invalid namespace label '{label}'. Namespace labels cannot contain periods ('.')."
)
get_params: dict[str, Any] = {"namespace": ".".join(namespace), "key": key}
get_params = {"namespace": ".".join(namespace), "key": key}
if refresh_ttl is not None:
get_params["refresh_ttl"] = refresh_ttl
if params:
+1 -52
View File
@@ -6,17 +6,13 @@ import functools
import os
import re
from collections.abc import Mapping
from datetime import tzinfo
from typing import TYPE_CHECKING, Any, cast
from typing import Any, cast
import httpx
import langgraph_sdk
from langgraph_sdk.schema import RunCreateMetadata
if TYPE_CHECKING:
from zoneinfo import ZoneInfo
RESERVED_HEADERS = ("x-api-key",)
NOT_PROVIDED = cast(None, object())
@@ -111,53 +107,6 @@ def _get_run_metadata_from_response(
return None
def _sse_to_v2_dict(event: str, data: Any) -> dict[str, Any] | None:
"""Convert an SSE event+data pair into a v2 stream part dict.
Returns None for ``end`` events (signals end of stream).
"""
if event == "end":
return None
parts = event.split("|")
event_type = parts[0]
ns = parts[1:] if len(parts) > 1 else []
result: dict[str, Any] = {"type": event_type, "ns": ns, "data": data}
if event_type == "values" and isinstance(data, dict):
result["interrupts"] = data.pop("__interrupt__", [])
else:
result["interrupts"] = []
return result
def _resolve_timezone(tz: str | tzinfo | ZoneInfo | None) -> str | None:
"""Convert a timezone argument to an IANA timezone string.
Accepts:
- A string (returned as-is, assumed to be an IANA timezone name)
- A ``datetime.tzinfo`` instance (e.g. ``zoneinfo.ZoneInfo("America/New_York")``,
``datetime.timezone.utc``). The ``key`` attribute is used if available,
otherwise ``tzname(None)`` is used.
- ``None`` (returned as ``None``)
"""
if tz is None or isinstance(tz, str):
return tz
if isinstance(tz, tzinfo):
# ZoneInfo objects have a .key attribute with the IANA name
if hasattr(tz, "key"):
return tz.key # type: ignore[union-attr]
# Fall back to tzname for fixed-offset timezones like datetime.timezone.utc
name = tz.tzname(None)
if name is not None:
return name
raise ValueError(
f"Cannot determine timezone name from {tz!r}. "
"Use a zoneinfo.ZoneInfo instance or pass a string like 'America/New_York'."
)
raise TypeError(
f"Expected str, datetime.tzinfo, or None for timezone, got {type(tz).__name__}"
)
def _provided_vals(d: Mapping[str, Any]) -> dict[str, Any]:
return {k: v for k, v in d.items() if v is not None}
+5 -15
View File
@@ -4,10 +4,9 @@ from __future__ import annotations
import warnings
from collections.abc import Mapping, Sequence
from datetime import datetime, tzinfo
from datetime import datetime
from typing import Any
from langgraph_sdk._shared.utilities import _resolve_timezone
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk.schema import (
All,
@@ -65,7 +64,6 @@ class SyncCronClient:
multitask_strategy: str | None = None,
end_time: datetime | None = None,
enabled: bool | None = None,
timezone: str | tzinfo | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
stream_subgraphs: bool | None = None,
stream_resumable: bool | None = None,
@@ -80,7 +78,7 @@ class SyncCronClient:
assistant_id: The assistant ID or graph name to use for the cron job.
If using graph name, will default to first assistant created from that graph.
schedule: The cron schedule to execute this job on.
Schedules are interpreted in UTC unless a timezone is specified.
Schedules are interpreted in UTC.
input: The input to the graph.
metadata: Metadata to assign to the cron job runs.
config: The configuration for the assistant.
@@ -94,7 +92,6 @@ class SyncCronClient:
Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
enabled: Whether the cron job is enabled. By default, it is considered enabled.
timezone: IANA timezone for the cron schedule. Accepts a string (e.g. 'America/New_York') or a ``datetime.tzinfo`` instance (e.g. ``ZoneInfo("America/New_York")``).
stream_mode: The stream mode(s) to use.
stream_subgraphs: Whether to stream output from subgraphs.
stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
@@ -147,7 +144,6 @@ class SyncCronClient:
"multitask_strategy": multitask_strategy,
"end_time": end_time.isoformat() if end_time else None,
"enabled": enabled,
"timezone": _resolve_timezone(timezone),
"stream_mode": stream_mode,
"stream_subgraphs": stream_subgraphs,
"stream_resumable": stream_resumable,
@@ -178,7 +174,6 @@ class SyncCronClient:
multitask_strategy: str | None = None,
end_time: datetime | None = None,
enabled: bool | None = None,
timezone: str | tzinfo | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
stream_subgraphs: bool | None = None,
stream_resumable: bool | None = None,
@@ -192,7 +187,7 @@ class SyncCronClient:
assistant_id: The assistant ID or graph name to use for the cron job.
If using graph name, will default to first assistant created from that graph.
schedule: The cron schedule to execute this job on.
Schedules are interpreted in UTC unless a timezone is specified.
Schedules are interpreted in UTC.
input: The input to the graph.
metadata: Metadata to assign to the cron job runs.
config: The configuration for the assistant.
@@ -210,7 +205,6 @@ class SyncCronClient:
Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
enabled: Whether the cron job is enabled. By default, it is considered enabled.
timezone: IANA timezone for the cron schedule. Accepts a string (e.g. 'America/New_York') or a ``datetime.tzinfo`` instance (e.g. ``ZoneInfo("America/New_York")``).
stream_mode: The stream mode(s) to use.
stream_subgraphs: Whether to stream output from subgraphs.
stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
@@ -265,7 +259,6 @@ class SyncCronClient:
"multitask_strategy": multitask_strategy,
"end_time": end_time.isoformat() if end_time else None,
"enabled": enabled,
"timezone": _resolve_timezone(timezone),
"stream_mode": stream_mode,
"stream_subgraphs": stream_subgraphs,
"stream_resumable": stream_resumable,
@@ -320,7 +313,6 @@ class SyncCronClient:
interrupt_after: All | list[str] | None = None,
on_run_completed: OnCompletionBehavior | None = None,
enabled: bool | None = None,
timezone: str | tzinfo | None = None,
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
stream_subgraphs: bool | None = None,
stream_resumable: bool | None = None,
@@ -333,7 +325,7 @@ class SyncCronClient:
Args:
cron_id: The cron ID to update.
schedule: The cron schedule to execute this job on.
Schedules are interpreted in UTC unless a timezone is specified.
Schedules are interpreted in UTC.
end_time: The end date to stop running the cron.
input: The input to the graph.
metadata: Metadata to assign to the cron job runs.
@@ -347,7 +339,6 @@ class SyncCronClient:
after execution. 'keep' creates a new thread for each execution but does not
clean them up.
enabled: Enable or disable the cron job.
timezone: IANA timezone for the cron schedule. Accepts a string (e.g. 'America/New_York') or a ``datetime.tzinfo`` instance (e.g. ``ZoneInfo("America/New_York")``).
stream_mode: The stream mode(s) to use.
stream_subgraphs: Whether to stream output from subgraphs.
stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
@@ -382,7 +373,6 @@ class SyncCronClient:
"interrupt_after": interrupt_after,
"on_run_completed": on_run_completed,
"enabled": enabled,
"timezone": _resolve_timezone(timezone),
"stream_mode": stream_mode,
"stream_subgraphs": stream_subgraphs,
"stream_resumable": stream_resumable,
@@ -461,7 +451,7 @@ class SyncCronClient:
]
```
"""
payload: dict[str, Any] = {
payload = {
"assistant_id": assistant_id,
"thread_id": thread_id,
"enabled": enabled,
+7 -88
View File
@@ -5,14 +5,11 @@ from __future__ import annotations
import builtins
import warnings
from collections.abc import Callable, Iterator, Mapping, Sequence
from typing import Any, Literal, overload
from typing import Any, overload
import httpx
from langgraph_sdk._shared.utilities import (
_get_run_metadata_from_response,
_sse_to_v2_dict,
)
from langgraph_sdk._shared.utilities import _get_run_metadata_from_response
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk.schema import (
All,
@@ -36,21 +33,9 @@ from langgraph_sdk.schema import (
RunStatus,
StreamMode,
StreamPart,
StreamPartV2,
StreamVersion,
)
def _wrap_stream_v2_sync(
raw: Iterator[StreamPart],
) -> Iterator[StreamPartV2]:
"""Wrap a raw SSE stream, converting each event to a v2 dict."""
for part in raw:
v2 = _sse_to_v2_dict(part.event, part.data)
if v2 is not None:
yield v2
class SyncRunsClient:
"""Synchronous client for managing runs in LangGraph.
@@ -95,66 +80,6 @@ class SyncRunsClient:
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v1"] = "v1",
) -> Iterator[StreamPart]: ...
@overload
def stream(
self,
thread_id: str,
assistant_id: str,
*,
input: Input | None = None,
command: Command | None = None,
stream_mode: StreamMode | Sequence[StreamMode] = "values",
stream_subgraphs: bool = False,
metadata: Mapping[str, Any] | None = None,
config: Config | None = None,
context: Context | None = None,
checkpoint: Checkpoint | None = None,
checkpoint_id: str | None = None,
checkpoint_during: bool | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
feedback_keys: Sequence[str] | None = None,
on_disconnect: DisconnectMode | None = None,
webhook: str | None = None,
multitask_strategy: MultitaskStrategy | None = None,
if_not_exists: IfNotExists | None = None,
after_seconds: int | None = None,
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v2"],
) -> Iterator[StreamPartV2]: ...
@overload
def stream(
self,
thread_id: None,
assistant_id: str,
*,
input: Input | None = None,
command: Command | None = None,
stream_mode: StreamMode | Sequence[StreamMode] = "values",
stream_subgraphs: bool = False,
stream_resumable: bool = False,
metadata: Mapping[str, Any] | None = None,
config: Config | None = None,
context: Context | None = None,
checkpoint_during: bool | None = None,
interrupt_before: All | Sequence[str] | None = None,
interrupt_after: All | Sequence[str] | None = None,
feedback_keys: Sequence[str] | None = None,
on_disconnect: DisconnectMode | None = None,
on_completion: OnCompletionBehavior | None = None,
if_not_exists: IfNotExists | None = None,
webhook: str | None = None,
after_seconds: int | None = None,
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v1"] = "v1",
) -> Iterator[StreamPart]: ...
@overload
@@ -183,8 +108,7 @@ class SyncRunsClient:
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
version: Literal["v2"],
) -> Iterator[StreamPartV2]: ...
) -> Iterator[StreamPart]: ...
def stream(
self,
@@ -215,8 +139,7 @@ class SyncRunsClient:
params: QueryParamTypes | None = None,
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
durability: Durability | None = None,
version: StreamVersion = "v1",
) -> Iterator[StreamPart | StreamPartV2]:
) -> Iterator[StreamPart]:
"""Create a run and stream the results.
Args:
@@ -256,8 +179,7 @@ class SyncRunsClient:
"async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
"sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
"exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
version: Stream format version. "v1" (default) returns raw SSE StreamPart
NamedTuples. "v2" returns typed dicts with `type`, `ns`, and `data` keys.
Returns:
Iterator of stream results.
@@ -296,7 +218,7 @@ class SyncRunsClient:
DeprecationWarning,
stacklevel=2,
)
payload: dict[str, Any] = {
payload = {
"input": input,
"command": (
{k: v for k, v in command.items() if v is not None} if command else None
@@ -333,7 +255,7 @@ class SyncRunsClient:
if on_run_created and (metadata := _get_run_metadata_from_response(res)):
on_run_created(metadata)
raw = self.http.stream(
return self.http.stream(
endpoint,
"POST",
json={k: v for k, v in payload.items() if v is not None},
@@ -341,9 +263,6 @@ class SyncRunsClient:
headers=headers,
on_response=on_response if on_run_created else None,
)
if version == "v2":
return _wrap_stream_v2_sync(raw)
return raw
@overload
def create(
+1 -1
View File
@@ -134,7 +134,7 @@ class SyncStoreClient:
f"Invalid namespace label '{label}'. Namespace labels cannot contain periods ('.')."
)
query_params: dict[str, Any] = {"key": key, "namespace": ".".join(namespace)}
query_params = {"key": key, "namespace": ".".join(namespace)}
if refresh_ttl is not None:
query_params["refresh_ttl"] = refresh_ttl
if params:
-140
View File
@@ -1,140 +0,0 @@
"""Key/value cache for use inside LangGraph deployments.
Thin wrapper around ``langgraph_api.cache``.
Values must be JSON-serializable (dicts, lists, strings, numbers, booleans,
``None``).
"""
from __future__ import annotations
from collections.abc import Awaitable, Callable
from datetime import timedelta
from typing import Any, Generic, Literal, TypeVar
T = TypeVar("T")
CacheStatus = Literal["miss", "fresh", "stale", "expired"]
try:
from langgraph_api.cache import ( # type: ignore[unresolved-import]
cache_get as _cache_get,
)
from langgraph_api.cache import ( # type: ignore[unresolved-import]
cache_set as _cache_set,
)
except ImportError:
_cache_get = None
_cache_set = None
try:
from langgraph_api.cache import SWRResult # type: ignore[unresolved-import]
from langgraph_api.cache import swr as _api_swr # type: ignore[unresolved-import]
except ImportError:
_api_swr = None
class SWRResult(Generic[T]):
"""Result wrapper returned by :func:`swr`."""
value: T
status: CacheStatus
async def mutate(self, value: T = ...) -> T: # type: ignore[assignment]
"""Update or revalidate the cached value."""
...
__all__ = [
"SWRResult",
"cache_get",
"cache_set",
"swr",
]
async def cache_get(key: str) -> Any | None:
"""Get a value from the cache.
Returns the deserialized value, or ``None`` if the key is missing or expired.
Requires Agent Server runtime version 0.7.29 or later.
"""
if _cache_get is None:
raise RuntimeError(
"Cache is only available server-side within the LangGraph Agent Server "
"(https://docs.langchain.com/langsmith/deployments)."
)
return await _cache_get(key)
async def cache_set(key: str, value: Any, *, ttl: timedelta | None = None) -> None:
"""Set a value in the cache.
Args:
key: The cache key.
value: The value to cache (must be JSON-serializable).
ttl: Optional time-to-live. Capped at 1 day; ``None`` or zero
defaults to 1 day.
Requires Agent Server runtime version 0.7.29 or later.
"""
if _cache_set is None:
raise RuntimeError(
"Cache is only available server-side within the LangGraph Agent Server "
"(https://docs.langchain.com/langsmith/deployments)."
)
await _cache_set(key, value, ttl)
async def swr(
key: str,
loader: Callable[[], Awaitable[T]],
*,
fresh_for: timedelta | None = None,
max_age: timedelta | None = None,
model: type[T] | None = None,
) -> SWRResult[T]:
"""Load a cached value using stale-while-revalidate semantics.
This helper is server-side only and is intended for caching internal async
dependencies such as auth or metadata lookups.
Args:
key: Cache key.
loader: Async callable that fetches the value on miss/revalidation.
fresh_for: How long a cached value is considered fresh (no revalidation).
Defaults to ``timedelta(0)`` so every access triggers a background
revalidate while still returning the cached value instantly. Values
above :data:`MAX_CACHE_TTL` are clamped to the backend maximum.
max_age: Total lifetime of a cached entry. After this, the next access
blocks on the loader. Defaults to :data:`MAX_CACHE_TTL` (24 h by
default). Values above :data:`MAX_CACHE_TTL` are clamped to the
backend maximum.
model: Optional Pydantic model class. When provided, values are
serialized via ``model_dump(mode="json")`` before storage and
deserialized via ``model.model_validate()`` on read.
Returns:
An :class:`SWRResult` with ``.value``, ``.status``, and an async
``.mutate()`` method.
Semantics:
- cache miss: await ``loader()``, store the value, return it
- fresh hit (age < fresh_for): return the cached value
- stale hit (fresh_for <= age < max_age): return the cached value
immediately and trigger a best-effort background refresh
- expired (age >= max_age): await ``loader()``, store the value, return it
"""
if _api_swr is None:
raise RuntimeError(
"Cache is only available server-side within the LangGraph Agent Server "
"(https://docs.langchain.com/langsmith/deployments)."
)
if fresh_for is None:
fresh_for = timedelta(0)
if max_age is None:
max_age = timedelta(days=1)
return await _api_swr(
key, loader, fresh_for=fresh_for, max_age=max_age, model=model
)
-274
View File
@@ -385,8 +385,6 @@ class Cron(TypedDict):
"""The end date to stop running the cron."""
schedule: str
"""The schedule to run, cron format."""
timezone: str | None
"""IANA timezone for the cron schedule (e.g. 'America/New_York'). Defaults to null, which is treated as UTC."""
created_at: datetime
"""The time the cron was created."""
updated_at: datetime
@@ -408,8 +406,6 @@ class CronUpdate(TypedDict, total=False):
schedule: str
"""The cron schedule to execute this job on."""
timezone: str
"""IANA timezone for the cron schedule (e.g. 'America/New_York')."""
end_time: datetime
"""The end date to stop running the cron."""
input: Input
@@ -486,7 +482,6 @@ CronSelectField = Literal[
"thread_id",
"end_time",
"schedule",
"timezone",
"created_at",
"updated_at",
"user_id",
@@ -593,275 +588,6 @@ class StreamPart(NamedTuple):
"""The ID of the event."""
StreamVersion = Literal["v1", "v2"]
"""Stream format version.
- `"v1"`: Traditional format raw SSE `StreamPart` NamedTuples.
- `"v2"`: Each event is a typed dict with `type`, `ns`, and `data` keys.
"""
# --- Typed payload dicts (JSON-deserialized from the server) ---
class TaskPayload(TypedDict):
"""Payload for a task start event."""
id: str
"""Unique identifier for this task."""
name: str
"""Name of the node being executed."""
input: Any
"""Input data passed to the task."""
triggers: list[str]
"""List of triggers that caused this task to be executed (e.g. channel writes)."""
class TaskResultPayload(TypedDict):
"""Payload for a task result event."""
id: str
"""Unique identifier for this task."""
name: str
"""Name of the node that was executed."""
error: str | None
"""Error message if the task failed, otherwise `None`."""
interrupts: list[dict[str, Any]]
"""List of interrupts that occurred during task execution."""
result: dict[str, Any]
"""Mapping of channel names to the values written by this task."""
class CheckpointTaskPayload(TypedDict):
"""A task entry within a `CheckpointPayload`.
The keys present depend on the task's state:
- **Error:** `id`, `name`, `error`, `state`
- **Has result:** `id`, `name`, `result`, `interrupts`, `state`
- **Pending:** `id`, `name`, `interrupts`, `state`
"""
id: str
"""Unique identifier for this task."""
name: str
"""Name of the node being executed."""
error: NotRequired[str]
"""Error message, present only if the task failed."""
result: NotRequired[Any]
"""Result of the task, present only if the task completed successfully."""
interrupts: NotRequired[list[dict[str, Any]]]
"""List of interrupts, present when the task has been interrupted or completed."""
state: dict[str, Any] | None
"""Snapshot of the subgraph state. `None` if not a subgraph."""
class CheckpointPayload(TypedDict):
"""Payload for a checkpoint event."""
config: dict[str, Any] | None
"""Configuration for this checkpoint, including the `thread_id` and `checkpoint_id`."""
metadata: dict[str, Any]
"""Metadata associated with this checkpoint (e.g. step number, source, writes)."""
values: dict[str, Any]
"""Current state values at the time of this checkpoint."""
next: list[str]
"""Names of the nodes scheduled to execute next."""
parent_config: dict[str, Any] | None
"""Configuration of the parent checkpoint, or `None` if this is the first checkpoint."""
tasks: list[CheckpointTaskPayload]
"""List of tasks associated with this checkpoint."""
class _DebugCheckpointPayload(TypedDict):
step: int
"""The step number in the graph execution."""
timestamp: str
"""ISO 8601 timestamp of when this event occurred."""
type: Literal["checkpoint"]
"""Event type discriminator, always `"checkpoint"`."""
payload: CheckpointPayload
"""The checkpoint payload."""
class _DebugTaskPayload(TypedDict):
step: int
"""The step number in the graph execution."""
timestamp: str
"""ISO 8601 timestamp of when this event occurred."""
type: Literal["task"]
"""Event type discriminator, always `"task"`."""
payload: TaskPayload
"""The task start payload."""
class _DebugTaskResultPayload(TypedDict):
step: int
"""The step number in the graph execution."""
timestamp: str
"""ISO 8601 timestamp of when this event occurred."""
type: Literal["task_result"]
"""Event type discriminator, always `"task_result"`."""
payload: TaskResultPayload
"""The task result payload."""
DebugPayload = _DebugCheckpointPayload | _DebugTaskPayload | _DebugTaskResultPayload
"""Wrapper payload for debug events. Discriminate on `type`."""
class RunMetadataPayload(TypedDict):
"""Payload for the `metadata` control event."""
run_id: str
"""The unique identifier of the run."""
# --- v2 stream part TypedDicts ---
class ValuesStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="values"`."""
type: Literal["values"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: dict[str, Any]
"""Full state values after the step."""
interrupts: list[dict[str, Any]]
"""List of interrupts that occurred during this step."""
class UpdatesStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="updates"`."""
type: Literal["updates"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: dict[str, Any]
"""Mapping of node names to their outputs."""
class MessagesPartialStreamPart(TypedDict):
"""Stream part emitted for partial message chunks (`messages/partial`)."""
type: Literal["messages/partial"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: list[dict[str, Any]]
"""List of partial message chunk dicts."""
class MessagesCompleteStreamPart(TypedDict):
"""Stream part emitted for complete messages (`messages/complete`)."""
type: Literal["messages/complete"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: list[dict[str, Any]]
"""List of complete message dicts."""
class MessagesMetadataStreamPart(TypedDict):
"""Stream part emitted for message metadata (`messages/metadata`)."""
type: Literal["messages/metadata"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: dict[str, Any]
"""Metadata dict for the message (e.g. `langgraph_step`, `langgraph_node`)."""
class MessagesTupleStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="messages"` (raw message+metadata pair)."""
type: Literal["messages"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: list[dict[str, Any]]
"""Two-element list of `[message_dict, metadata_dict]`."""
class CustomStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="custom"`."""
type: Literal["custom"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: Any
"""User-defined data passed to `StreamWriter` inside a node."""
class CheckpointsStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="checkpoints"`."""
type: Literal["checkpoints"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: CheckpointPayload
"""The checkpoint payload."""
class TasksStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="tasks"`."""
type: Literal["tasks"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: TaskPayload | TaskResultPayload
"""Task start or task result payload."""
class DebugStreamPart(TypedDict):
"""Stream part emitted for `stream_mode="debug"`."""
type: Literal["debug"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path of the emitting node (empty for root graph)."""
data: DebugPayload
"""The debug event payload."""
class MetadataStreamPart(TypedDict):
"""Control event with `run_id` and other run metadata."""
type: Literal["metadata"]
"""Stream part type discriminator."""
ns: list[str]
"""Namespace path (empty for root graph)."""
data: RunMetadataPayload
"""The run metadata payload."""
StreamPartV2 = (
ValuesStreamPart
| UpdatesStreamPart
| MessagesPartialStreamPart
| MessagesCompleteStreamPart
| MessagesMetadataStreamPart
| MessagesTupleStreamPart
| CustomStreamPart
| CheckpointsStreamPart
| TasksStreamPart
| DebugStreamPart
| MetadataStreamPart
)
"""Discriminated union of all v2 stream part types.
Use `part["type"]` to narrow the type.
"""
class Send(TypedDict):
"""Represents a message to be sent to a specific node in the graph.
+2 -2
View File
@@ -30,10 +30,10 @@ test = [
"pytest-watch",
]
lint = [
"ruff==0.15.6",
"ruff==0.15.1",
"codespell",
"mypy==1.19.1",
"ty==0.0.23",
"ty==0.0.17",
"starlette",
]
dev = [
-69
View File
@@ -1,69 +0,0 @@
from datetime import timedelta
from unittest.mock import AsyncMock
import pytest
import langgraph_sdk.cache as cache_module
@pytest.mark.asyncio
async def test_swr_proxies_to_server_impl(monkeypatch):
loader = AsyncMock(return_value={"ok": True})
forwarded = {}
async def fake_swr(key, inner_loader, *, fresh_for, max_age, model):
forwarded["key"] = key
forwarded["fresh_for"] = fresh_for
forwarded["max_age"] = max_age
forwarded["model"] = model
return await inner_loader()
monkeypatch.setattr(cache_module, "_api_swr", fake_swr)
result = await cache_module.swr(
"test-key",
loader,
fresh_for=timedelta(seconds=1),
max_age=timedelta(seconds=10),
)
assert result == {"ok": True}
assert forwarded == {
"key": "test-key",
"fresh_for": timedelta(seconds=1),
"max_age": timedelta(seconds=10),
"model": None,
}
loader.assert_awaited_once()
@pytest.mark.asyncio
async def test_swr_requires_server_runtime(monkeypatch):
monkeypatch.setattr(cache_module, "_api_swr", None)
with pytest.raises(RuntimeError, match="Cache is only available server-side"):
await cache_module.swr(
"test-key",
AsyncMock(return_value="unused"),
fresh_for=timedelta(seconds=1),
max_age=timedelta(seconds=10),
)
@pytest.mark.asyncio
async def test_swr_defaults(monkeypatch):
"""fresh_for defaults to 0, max_age defaults to 1 day."""
loader = AsyncMock(return_value="val")
forwarded = {}
async def fake_swr(_key, inner_loader, *, fresh_for, max_age, model): # noqa: ARG001
forwarded["fresh_for"] = fresh_for
forwarded["max_age"] = max_age
return await inner_loader()
monkeypatch.setattr(cache_module, "_api_swr", fake_swr)
await cache_module.swr("k", loader)
assert forwarded["fresh_for"] == timedelta(0)
assert forwarded["max_age"] == timedelta(days=1)
+15 -234
View File
@@ -2,39 +2,18 @@ from __future__ import annotations
from collections.abc import Iterator, Sequence
from pathlib import Path
from typing import Any
import httpx
import pytest
from typing_extensions import assert_type
from langgraph_sdk._shared.utilities import _sse_to_v2_dict
from langgraph_sdk.client import HttpClient, SyncHttpClient
from langgraph_sdk.schema import (
CheckpointPayload,
CheckpointsStreamPart,
CustomStreamPart,
DebugPayload,
DebugStreamPart,
MetadataStreamPart,
RunMetadataPayload,
StreamPart,
StreamPartV2,
TaskPayload,
TaskResultPayload,
TasksStreamPart,
UpdatesStreamPart,
ValuesStreamPart,
)
from langgraph_sdk.schema import StreamPart
from langgraph_sdk.sse import BytesLike, BytesLineDecoder, SSEDecoder
with open(Path(__file__).parent / "fixtures" / "response.txt", "rb") as f:
RESPONSE_PAYLOAD = f.read()
# --- test helpers ---
class AsyncListByteStream(httpx.AsyncByteStream):
def __init__(self, chunks: Sequence[bytes], exc: Exception | None = None) -> None:
self._chunks = list(chunks)
@@ -71,24 +50,6 @@ def iter_lines_raw(payload: list[bytes]) -> Iterator[BytesLike]:
yield from decoder.flush()
_V2_REQUIRED_KEYS = {"type", "ns", "data"}
def _assert_v2_shape(part: Any) -> None:
"""Assert a v2 stream part has the required keys and types."""
assert isinstance(part, dict), f"Expected dict, got {type(part)}"
assert part.keys() >= _V2_REQUIRED_KEYS, (
f"Missing keys: {_V2_REQUIRED_KEYS - part.keys()}"
)
assert isinstance(part["type"], str)
assert isinstance(part["ns"], list)
for elem in part["ns"]:
assert isinstance(elem, str)
# --- SSE parsing ---
def test_stream_sse():
for groups in (
[RESPONSE_PAYLOAD],
@@ -108,9 +69,6 @@ def test_stream_sse():
assert len(parts) == 79
# --- HTTP client streaming ---
@pytest.mark.asyncio
async def test_http_client_stream_flushes_trailing_event():
payload = b'event: foo\ndata: {"bar": 1}\n'
@@ -134,26 +92,6 @@ async def test_http_client_stream_flushes_trailing_event():
assert parts == [StreamPart(event="foo", data={"bar": 1})]
def test_sync_http_client_stream_flushes_trailing_event():
payload = b'event: foo\ndata: {"bar": 1}\n'
def handler(request: httpx.Request) -> httpx.Response:
assert request.headers["accept"] == "text/event-stream"
assert request.headers["cache-control"] == "no-store"
return httpx.Response(
200,
headers={"Content-Type": "text/event-stream"},
content=payload,
)
transport = httpx.MockTransport(handler)
with httpx.Client(transport=transport, base_url="https://example.com") as client:
http_client = SyncHttpClient(client)
parts = list(http_client.stream("/stream", "GET"))
assert parts == [StreamPart(event="foo", data={"bar": 1})]
def test_sync_http_client_stream_recovers_after_disconnect():
reconnect_path = "/reconnect"
first_chunks = [
@@ -290,178 +228,21 @@ async def test_http_client_stream_recovers_after_disconnect():
]
# --- _sse_to_v2_dict conversion ---
def test_sync_http_client_stream_flushes_trailing_event():
payload = b'event: foo\ndata: {"bar": 1}\n'
def test_sse_to_v2_dict_basic() -> None:
result = _sse_to_v2_dict("values", {"messages": [{"role": "user"}]})
assert result is not None
_assert_v2_shape(result)
assert result == {
"type": "values",
"ns": [],
"data": {"messages": [{"role": "user"}]},
"interrupts": [],
}
def test_sse_to_v2_dict_with_namespace() -> None:
result = _sse_to_v2_dict("updates|sub:abc", {"key": "val"})
assert result is not None
_assert_v2_shape(result)
assert result == {
"type": "updates",
"ns": ["sub:abc"],
"data": {"key": "val"},
"interrupts": [],
}
def test_sse_to_v2_dict_with_multiple_ns() -> None:
result = _sse_to_v2_dict("custom|parent|child:123", "hello")
assert result is not None
_assert_v2_shape(result)
assert result == {
"type": "custom",
"ns": ["parent", "child:123"],
"data": "hello",
"interrupts": [],
}
def test_sse_to_v2_dict_end_event() -> None:
assert _sse_to_v2_dict("end", None) is None
def test_sse_to_v2_dict_metadata_event() -> None:
result = _sse_to_v2_dict("metadata", {"run_id": "abc-123"})
assert result is not None
_assert_v2_shape(result)
assert result == {
"type": "metadata",
"ns": [],
"data": {"run_id": "abc-123"},
"interrupts": [],
}
def test_sse_to_v2_dict_messages_partial() -> None:
result = _sse_to_v2_dict("messages/partial", [{"type": "ai", "content": "hi"}])
assert result is not None
_assert_v2_shape(result)
assert result == {
"type": "messages/partial",
"ns": [],
"data": [{"type": "ai", "content": "hi"}],
"interrupts": [],
}
def test_sse_to_v2_dict_values_with_interrupts() -> None:
data = {
"messages": [{"role": "user"}],
"__interrupt__": [{"value": "confirm?", "resumable": True}],
}
result = _sse_to_v2_dict("values", data)
assert result is not None
_assert_v2_shape(result)
assert result == {
"type": "values",
"ns": [],
"data": {"messages": [{"role": "user"}]},
"interrupts": [{"value": "confirm?", "resumable": True}],
}
# __interrupt__ should be popped from data
assert "__interrupt__" not in result["data"]
# --- client-side v2 stream wrapping ---
@pytest.mark.asyncio
async def test_async_stream_v2_client_side_conversion() -> None:
from langgraph_sdk._async.runs import _wrap_stream_v2
async def mock_stream() -> Any:
yield StreamPart(event="metadata", data={"run_id": "r1"})
yield StreamPart(
event="values", data={"messages": [{"role": "user", "content": "hi"}]}
def handler(request: httpx.Request) -> httpx.Response:
assert request.headers["accept"] == "text/event-stream"
assert request.headers["cache-control"] == "no-store"
return httpx.Response(
200,
headers={"Content-Type": "text/event-stream"},
content=payload,
)
yield StreamPart(event="updates|sub:abc", data={"node": {"out": 1}})
yield StreamPart(event="end", data=None) # type: ignore[arg-type]
parts: list[StreamPartV2] = [part async for part in _wrap_stream_v2(mock_stream())]
assert len(parts) == 3
for part in parts:
_assert_v2_shape(part)
assert parts[0] == {
"type": "metadata",
"ns": [],
"data": {"run_id": "r1"},
"interrupts": [],
}
assert parts[1] == {
"type": "values",
"ns": [],
"data": {"messages": [{"role": "user", "content": "hi"}]},
"interrupts": [],
}
assert parts[2] == {
"type": "updates",
"ns": ["sub:abc"],
"data": {"node": {"out": 1}},
"interrupts": [],
}
transport = httpx.MockTransport(handler)
with httpx.Client(transport=transport, base_url="https://example.com") as client:
http_client = SyncHttpClient(client)
parts = list(http_client.stream("/stream", "GET"))
def test_sync_stream_v2_client_side_conversion() -> None:
from langgraph_sdk._sync.runs import _wrap_stream_v2_sync
def mock_stream() -> Any:
yield StreamPart(event="metadata", data={"run_id": "r1"})
yield StreamPart(event="values", data={"state": "full"})
yield StreamPart(event="end", data=None) # type: ignore[arg-type]
parts: list[StreamPartV2] = list(_wrap_stream_v2_sync(mock_stream()))
assert len(parts) == 2
for part in parts:
_assert_v2_shape(part)
assert parts[0] == {
"type": "metadata",
"ns": [],
"data": {"run_id": "r1"},
"interrupts": [],
}
assert parts[1] == {
"type": "values",
"ns": [],
"data": {"state": "full"},
"interrupts": [],
}
# --- type narrowing compile-time checks ---
def _check_v2_type_narrowing(part: StreamPartV2) -> None:
"""Compile-time type narrowing checks — validates mypy narrows the union."""
if part["type"] == "values":
assert_type(part, ValuesStreamPart)
assert_type(part["data"], dict[str, Any])
elif part["type"] == "updates":
assert_type(part, UpdatesStreamPart)
assert_type(part["data"], dict[str, Any])
elif part["type"] == "custom":
assert_type(part, CustomStreamPart)
elif part["type"] == "checkpoints":
assert_type(part, CheckpointsStreamPart)
assert_type(part["data"], CheckpointPayload)
elif part["type"] == "tasks":
assert_type(part, TasksStreamPart)
assert_type(part["data"], TaskPayload | TaskResultPayload)
elif part["type"] == "debug":
assert_type(part, DebugStreamPart)
assert_type(part["data"], DebugPayload)
elif part["type"] == "metadata":
assert_type(part, MetadataStreamPart)
assert_type(part["data"], RunMetadataPayload)
assert parts == [StreamPart(event="foo", data={"bar": 1})]
+233 -261
View File
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