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Author SHA1 Message Date
syachamaneni-lc a2f96c3936 feat(cli): expose MCP task settings 2026-09-13 12:24:10 -07:00
syachamaneni-lc a9a4b83c4c release(sdk-py): 0.4.4 2026-08-27 17:05:21 -04:00
101 changed files with 4053 additions and 11484 deletions
+1 -1
View File
@@ -41,7 +41,7 @@ def test(config: pathlib.Path, port: int, tag: str, verbose: bool):
)
# Compose up with wait (implies detach), similar to `langgraph up --wait`
args_up = [*args, "up", "--remove-orphans", "--wait", "--wait-timeout", "180"]
args_up = [*args, "up", "--remove-orphans", "--wait"]
compose_cmd = ["docker", "compose"]
if capabilities.compose_type == "standalone":
+7 -7
View File
@@ -71,7 +71,7 @@ jobs:
if [ -f ../.env ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> ../.env; fi
# Run the integration test using the built tag
REPO_ROOT=$(git rev-parse --show-toplevel)
timeout --kill-after=30 300 python "$REPO_ROOT/.github/scripts/run_langgraph_cli_test.py" -t ${{ matrix.example.tag }}
timeout 60 python "$REPO_ROOT/.github/scripts/run_langgraph_cli_test.py" -t ${{ matrix.example.tag }}
- name: Build JS service
if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
@@ -98,7 +98,7 @@ jobs:
run: |
cp apps/agent/.env.example apps/agent/.env
echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> apps/agent/.env
timeout --kill-after=30 300 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langgraph.json
timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langgraph.json
- name: Build prerelease reqs service
if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
@@ -113,11 +113,11 @@ jobs:
run: |
cp ../.env.example .env
echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env
timeout --kill-after=30 300 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h
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" != "1.2.6" ]; then
echo "LANGGRAPH_VERSION != 1.2.6; $LANGGRAPH_VERSION"
if [ "$LANGGRAPH_VERSION" != "1.1.5" ]; then
echo "LANGGRAPH_VERSION != 1.1.5; $LANGGRAPH_VERSION"
exit 1
fi
LANGCHAIN_OPENAI_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-openai'); print(v);")
@@ -150,7 +150,7 @@ jobs:
run: |
cp .env.example .env
echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env
timeout --kill-after=30 300 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-uv-simple
timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-uv-simple
- name: Build uv monorepo service
if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
@@ -165,4 +165,4 @@ jobs:
run: |
cp .env.example .env
echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env
timeout --kill-after=30 300 python ../../../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-uv-monorepo
timeout 60 python ../../../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-uv-monorepo
+1 -1
View File
@@ -31,7 +31,7 @@ jobs:
sdk_py: ${{ steps.filter.outputs.sdk_py || 'true' }}
steps:
- uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
- uses: dorny/paths-filter@ceb8a2b8f2d89434be7ff52d3de7ec3738c5cc9d # v4
- uses: dorny/paths-filter@7b450fff21473bca461d4b92ce414b9d0420d706 # v4
if: github.event_name != 'workflow_dispatch'
id: filter
with:
+1 -5
View File
@@ -7,10 +7,6 @@ on:
paths:
- 'docs/**'
- '.github/workflows/deploy-redirects.yml'
# llms.txt is fetched from docs.langchain.com at build time, so redeploy on a
# schedule to pick up docs changes that never touch this repo.
schedule:
- cron: '17 6 * * 1'
workflow_dispatch:
permissions:
@@ -50,4 +46,4 @@ jobs:
- name: Deploy to GitHub Pages
id: deployment
uses: actions/deploy-pages@368f82528645a54fb793d4d04e342629a3f51346 # v5.0.1
uses: actions/deploy-pages@cd2ce8fcbc39b97be8ca5fce6e763baed58fa128 # v5.0.0
+36 -23
View File
@@ -139,10 +139,23 @@ jobs:
echo EOF
} >> "$GITHUB_OUTPUT"
test-pypi-publish:
needs:
- build
- release-notes
permissions:
contents: read
id-token: write
uses: ./.github/workflows/_test_release.yml
with:
working-directory: ${{ inputs.working-directory }}
secrets: inherit
pre-release-checks:
needs:
- build
- release-notes
- test-pypi-publish
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
@@ -167,20 +180,31 @@ jobs:
enable-cache: false
working-directory: ${{ inputs.working-directory }}
- uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
name: dist
path: ${{ inputs.working-directory }}/dist/
- name: Import dist package
- name: Import published package
shell: bash
working-directory: ${{ inputs.working-directory }}
env:
PKG_NAME: ${{ needs.build.outputs.pkg-name }}
VERSION: ${{ needs.build.outputs.version }}
# Install directly from the locally-built wheel (no index resolution needed).
# Here we use:
# - The default regular PyPI index as the *primary* index, meaning
# that it takes priority (https://pypi.org/simple)
# - The test PyPI index as an extra index, so that any dependencies that
# are not found on test PyPI can be resolved and installed anyway.
# (https://test.pypi.org/simple). This will include the PKG_NAME==VERSION
# package because VERSION will not have been uploaded to regular PyPI yet.
# - attempt install again after 5 seconds if it fails because there is
# sometimes a delay in availability on test pypi
run: |
uv run pip install dist/*.whl
uv run pip install \
--extra-index-url https://test.pypi.org/simple/ \
"$PKG_NAME==$VERSION" || \
( \
sleep 5 && \
uv run pip install \
--extra-index-url https://test.pypi.org/simple/ \
"$PKG_NAME==$VERSION" \
)
if [[ "$PKG_NAME" == *prebuilt* ]]; then
uv run pip install langgraph
@@ -202,7 +226,7 @@ jobs:
run: uv sync --group test
working-directory: ${{ inputs.working-directory }}
# Overwrite the local version of the package with the built version
# Overwrite the local version of the package with the test PyPI version.
- name: Import published package (again)
working-directory: ${{ inputs.working-directory }}
shell: bash
@@ -210,25 +234,14 @@ jobs:
PKG_NAME: ${{ needs.build.outputs.pkg-name }}
VERSION: ${{ needs.build.outputs.version }}
run: |
uv run pip install dist/*.whl
uv run pip install \
--extra-index-url https://test.pypi.org/simple/ \
"$PKG_NAME==$VERSION"
- name: Run unit tests
run: make test
working-directory: ${{ inputs.working-directory }}
test-pypi-publish:
needs:
- build
- release-notes
- pre-release-checks
permissions:
contents: read
id-token: write
uses: ./.github/workflows/_test_release.yml
with:
working-directory: ${{ inputs.working-directory }}
secrets: inherit
publish:
needs:
- build
+1
View File
@@ -77,6 +77,7 @@ __pypackages__/
# Environments
.env
.env.*
*.crt
.envrc
*.crt
*.key
+65
View File
@@ -0,0 +1,65 @@
# AGENTS Instructions
This repository is a monorepo. Each library lives in a subdirectory under `libs/`.
<corridor>
## Corridor security analysis
Before generating or modifying code, create a plan and use Corridor's `analyzePlan` tool to analyze it. Apply the resulting security guidance before writing code.
</corridor>
When you modify code in any library, run the following commands in that library's directory before creating a pull request:
- `make format` – run code formatters
- `make lint` – run the linter
- `make test` – execute the test suite
To run a particular test file or to pass additional pytest options you can specify the `TEST` variable:
```
TEST=path/to/test.py make test
```
Other pytest arguments can also be supplied inside the `TEST` variable.
## Libraries
The repository contains several Python and JavaScript/TypeScript libraries.
Below is a high-level overview:
- **checkpoint** – base interfaces for LangGraph checkpointers.
- **checkpoint-postgres** – Postgres implementation of the checkpoint saver.
- **checkpoint-sqlite** – SQLite implementation of the checkpoint saver.
- **cli** – official command-line interface for LangGraph.
- **langgraph** – core framework for building stateful, multi-actor agents.
- **prebuilt** – high-level APIs for creating and running agents and tools.
- **sdk-js** – JS/TS SDK for interacting with the LangGraph REST API.
- **sdk-py** – Python SDK for the LangGraph Server API.
### Dependency map
The diagram below lists downstream libraries for each production dependency as
declared in that library's `pyproject.toml` (or `package.json`).
```text
checkpoint
├── checkpoint-postgres
├── checkpoint-sqlite
├── prebuilt
└── langgraph
prebuilt
└── langgraph
sdk-py
├── langgraph
└── cli
sdk-js (standalone)
```
Changes to a library may impact all of its dependents shown above.
- Do NOT use Sphinx-style double backtick formatting (` ``code`` `). Use single backticks (`` `code` ``) for inline code references in docstrings and comments.
+7 -83
View File
@@ -12,26 +12,13 @@ which is SEO-friendly and treated similarly to 301 redirects by Google.
To add new redirects, simply edit redirects.json and re-run this script.
"""
import http.client
import json
import os
import urllib.error
import urllib.parse
import urllib.request
from pathlib import Path
# Default fallback URL for any path not in the redirect map
DEFAULT_REDIRECT = "https://docs.langchain.com/oss/python/langgraph/overview"
# The docs site regenerates this index on every deploy, so fetching it here
# keeps the published llms.txt from drifting. The URL is a hardcoded constant,
# never built from input, and both it and the post-redirect URL are checked
# against ALLOWED_LLMS_HOST before anything is read.
CANONICAL_LLMS_URL = "https://docs.langchain.com/oss/python/langgraph/llms.txt"
ALLOWED_LLMS_HOST = "docs.langchain.com"
LLMS_FETCH_TIMEOUT = 30
LLMS_MAX_BYTES = 1_000_000
HTML_TEMPLATE = """<!doctype html>
<html lang="en">
<head>
@@ -88,64 +75,6 @@ CATCHALL_404_TEMPLATE = """<!doctype html>
"""
def is_allowed_llms_url(url):
"""Return True if url is HTTPS on the one host we accept content from."""
parsed = urllib.parse.urlsplit(url)
return parsed.scheme == "https" and parsed.hostname == ALLOWED_LLMS_HOST
def fetch_canonical_llms_txt():
"""Return the published LangGraph index, or None if it cannot be used.
Returning None leaves the caller on the committed docs/llms.txt, so a
docs.langchain.com outage degrades to a stale file rather than a broken
deploy or a published error page.
"""
if not is_allowed_llms_url(CANONICAL_LLMS_URL):
print(f"Refusing to fetch {CANONICAL_LLMS_URL}: host not allowed")
return None
try:
with urllib.request.urlopen( # noqa: S310 - constant, allowlisted URL
CANONICAL_LLMS_URL, timeout=LLMS_FETCH_TIMEOUT
) as response:
# urlopen follows redirects, so re-check where it actually landed.
if not is_allowed_llms_url(response.url):
print(f"Refusing {CANONICAL_LLMS_URL}: redirected to {response.url}")
return None
body = response.read(LLMS_MAX_BYTES + 1)
# A connection dropped mid-body raises http.client.IncompleteRead, which
# descends from HTTPException rather than OSError, so catching only the
# urllib and OS errors would let it escape and fail the whole deploy.
except (
urllib.error.URLError,
http.client.HTTPException,
TimeoutError,
OSError,
) as exc:
print(f"Could not fetch {CANONICAL_LLMS_URL}: {type(exc).__name__}: {exc}")
return None
if len(body) > LLMS_MAX_BYTES:
print(f"Refusing {CANONICAL_LLMS_URL}: larger than {LLMS_MAX_BYTES} bytes")
return None
try:
text = body.decode("utf-8")
except UnicodeDecodeError as exc:
print(f"Refusing {CANONICAL_LLMS_URL}: not valid UTF-8: {exc}")
return None
# An index opens with a markdown heading and links to the docs site. A
# body that does not is an error page or a truncated response, not content
# worth publishing.
if not text.startswith("# ") or f"https://{ALLOWED_LLMS_HOST}/" not in text:
print(f"Refusing {CANONICAL_LLMS_URL}: does not look like an llms.txt index")
return None
return text
def generate_redirects():
script_dir = Path(__file__).parent
output_dir = script_dir / "_site"
@@ -197,19 +126,14 @@ def generate_redirects():
catchall_404.write_text(CATCHALL_404_TEMPLATE.format(default_url=DEFAULT_REDIRECT))
print(f"Created: {catchall_404}")
# llms.txt can't be redirected via HTML, so publish the docs site's own
# generated index. The committed copy is only a fallback.
llms_txt = fetch_canonical_llms_txt()
if llms_txt is not None:
(output_dir / "llms.txt").write_text(llms_txt)
print(f"Fetched: {output_dir / 'llms.txt'} (from {CANONICAL_LLMS_URL})")
else:
src = script_dir / "llms.txt"
# Copy static files (like llms.txt) that can't be redirected via HTML
static_files = ["llms.txt"]
for static_file in static_files:
src = script_dir / static_file
if src.exists():
(output_dir / "llms.txt").write_text(src.read_text())
print(f"Copied: {output_dir / 'llms.txt'} (fallback, may be stale)")
else:
print("No llms.txt fetched and no committed fallback; skipping")
dst = output_dir / static_file
dst.write_text(src.read_text())
print(f"Copied: {dst}")
print(f"\nGenerated {len(redirects)} redirect files in {output_dir}")
+32 -46
View File
@@ -1,49 +1,35 @@
# Docs by LangChain: LangGraph (Python)
# LangGraph
> Markdown index of the LangGraph (Python) documentation.
LangGraph documentation has moved to docs.langchain.com.
## LangGraph (Python)
## Overview
- [Memory](https://docs.langchain.com/oss/python/langgraph/add-memory.md)
- [Build a custom RAG agent with LangGraph](https://docs.langchain.com/oss/python/langgraph/agentic-rag.md)
- [Application structure](https://docs.langchain.com/oss/python/langgraph/application-structure.md)
- [Backward compatibility](https://docs.langchain.com/oss/python/langgraph/backward-compatibility.md)
- [Case studies](https://docs.langchain.com/oss/python/langgraph/case-studies.md)
- [Changelog](https://docs.langchain.com/oss/python/langgraph/changelog-js.md)
- [Changelog](https://docs.langchain.com/oss/python/langgraph/changelog-py.md)
- [Checkpointers](https://docs.langchain.com/oss/python/langgraph/checkpointers.md)
- [Choosing between Graph and Functional APIs](https://docs.langchain.com/oss/python/langgraph/choosing-apis.md)
- [Deployment](https://docs.langchain.com/oss/python/langgraph/deploy.md)
- [GRAPH_RECURSION_LIMIT](https://docs.langchain.com/oss/python/langgraph/errors/GRAPH_RECURSION_LIMIT.md)
- [INVALID_CHAT_HISTORY](https://docs.langchain.com/oss/python/langgraph/errors/INVALID_CHAT_HISTORY.md)
- [INVALID_CONCURRENT_GRAPH_UPDATE](https://docs.langchain.com/oss/python/langgraph/errors/INVALID_CONCURRENT_GRAPH_UPDATE.md)
- [INVALID_GRAPH_NODE_RETURN_VALUE](https://docs.langchain.com/oss/python/langgraph/errors/INVALID_GRAPH_NODE_RETURN_VALUE.md)
- [MISSING_CHECKPOINTER](https://docs.langchain.com/oss/python/langgraph/errors/MISSING_CHECKPOINTER.md)
- [MULTIPLE_SUBGRAPHS](https://docs.langchain.com/oss/python/langgraph/errors/MULTIPLE_SUBGRAPHS.md)
- [Event streaming](https://docs.langchain.com/oss/python/langgraph/event-streaming.md)
- [Fault tolerance](https://docs.langchain.com/oss/python/langgraph/fault-tolerance.md)
- [Custom stream channels](https://docs.langchain.com/oss/python/langgraph/frontend/custom-stream-channels.md)
- [Graph execution](https://docs.langchain.com/oss/python/langgraph/frontend/graph-execution.md)
- [Overview](https://docs.langchain.com/oss/python/langgraph/frontend/overview.md)
- [Functional API overview](https://docs.langchain.com/oss/python/langgraph/functional-api.md)
- [Graph API overview](https://docs.langchain.com/oss/python/langgraph/graph-api.md)
- [Install LangGraph](https://docs.langchain.com/oss/python/langgraph/install.md)
- [Interrupts](https://docs.langchain.com/oss/python/langgraph/interrupts.md)
- [Run a local server](https://docs.langchain.com/oss/python/langgraph/local-server.md)
- [LangSmith Observability](https://docs.langchain.com/oss/python/langgraph/observability.md)
- [LangGraph overview](https://docs.langchain.com/oss/python/langgraph/overview.md)
- [Persistence](https://docs.langchain.com/oss/python/langgraph/persistence.md)
- [LangGraph runtime](https://docs.langchain.com/oss/python/langgraph/pregel.md)
- [Quickstart](https://docs.langchain.com/oss/python/langgraph/quickstart.md)
- [Build a custom SQL agent](https://docs.langchain.com/oss/python/langgraph/sql-agent.md)
- [Stores](https://docs.langchain.com/oss/python/langgraph/stores.md)
- [Streaming](https://docs.langchain.com/oss/python/langgraph/streaming.md)
- [LangSmith Studio](https://docs.langchain.com/oss/python/langgraph/studio.md)
- [Test](https://docs.langchain.com/oss/python/langgraph/test.md)
- [Thinking in LangGraph](https://docs.langchain.com/oss/python/langgraph/thinking-in-langgraph.md)
- [Agent Chat UI](https://docs.langchain.com/oss/python/langgraph/ui.md)
- [Use the functional API](https://docs.langchain.com/oss/python/langgraph/use-functional-api.md)
- [Use the graph API](https://docs.langchain.com/oss/python/langgraph/use-graph-api.md)
- [Subgraphs](https://docs.langchain.com/oss/python/langgraph/use-subgraphs.md)
- [Use time-travel](https://docs.langchain.com/oss/python/langgraph/use-time-travel.md)
- [Workflows and agents](https://docs.langchain.com/oss/python/langgraph/workflows-agents.md)
- [LangGraph Overview](https://docs.langchain.com/oss/python/langgraph/overview): Introduction to LangGraph, a library for building stateful, multi-actor applications with LLMs.
- [Why LangGraph?](https://docs.langchain.com/oss/python/langgraph/why-langgraph): Motivation for LangGraph and its key features.
## Core Concepts
- [Graph API](https://docs.langchain.com/oss/python/langgraph/graph-api): Learn how to define state, create nodes, and connect them with edges.
- [Streaming](https://docs.langchain.com/oss/python/langgraph/streaming): Stream outputs from your graph for better UX.
- [Persistence](https://docs.langchain.com/oss/python/langgraph/persistence): Add memory and checkpointing to your graphs.
- [Add Memory](https://docs.langchain.com/oss/python/langgraph/add-memory): Implement short-term and long-term memory.
- [Workflows & Agents](https://docs.langchain.com/oss/python/langgraph/workflows-agents): Build agents and workflows with LangGraph.
## How-To Guides
- [Use Subgraphs](https://docs.langchain.com/oss/python/langgraph/use-subgraphs): Compose graphs using subgraphs.
- [Observability](https://docs.langchain.com/oss/python/langgraph/observability): Add tracing and debugging to your graphs.
- [Common Errors](https://docs.langchain.com/oss/python/langgraph/common-errors): Troubleshoot common LangGraph errors.
## Tutorials
- [Agentic RAG](https://docs.langchain.com/oss/python/langgraph/agentic-rag): Build an agentic RAG system with LangGraph.
- [SQL Agent](https://docs.langchain.com/oss/python/langgraph/sql-agent): Create a SQL agent with LangGraph.
## Reference
- [API Reference](https://reference.langchain.com/python/langgraph/): Complete API documentation for LangGraph.
## LangGraph Platform
For deploying LangGraph applications in production, see the [LangSmith documentation](https://docs.langchain.com/langsmith/agent-server).
+45 -45
View File
@@ -13,16 +13,16 @@ wheels = [
[[package]]
name = "anyio"
version = "4.14.2"
version = "4.13.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
{ name = "idna" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
{ url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
]
[[package]]
@@ -162,7 +162,7 @@ name = "exceptiongroup"
version = "1.3.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
wheels = [
@@ -809,27 +809,27 @@ wheels = [
[[package]]
name = "ruff"
version = "0.16.9"
version = "0.16.0"
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@@ -448,12 +448,11 @@ class PostgresSaver(BasePostgresSaver):
Two-stage query, both stages cover ALL requested channels:
* Stage 1 (paged): dynamic SELECT over `checkpoints` with three
columns per channel: its version, an `EXISTS` probe for a stored
blob at that version, and its inline value. Pages newest-first by
`checkpoint_id` with a cursor; page size is `_DELTA_PAGE_SIZE`.
Stops paging when every channel has found its seed or a page comes
back short.
* Stage 1 (paged): dynamic SELECT over `checkpoints` with K parallel
JSONB key lookups (one column pair per channel) — no subquery, no
aggregation. Pages newest-first by `checkpoint_id` with a cursor;
page size is `_DELTA_PAGE_SIZE`. Stops paging when every channel
has found its seed or the chain is exhausted.
* Stage 2 (per-channel UNION ALL): one branch per channel reading
`checkpoint_writes` filtered to that channel's specific
@@ -172,8 +172,30 @@ class _DeltaStage2Row(TypedDict, total=False):
version: str | None # "b" rows only
# Delta history is rebuilt in two queries; `_build_delta_stage1_sql` and
# `_build_delta_stage2_sql` document their shapes.
# Multi-channel two-stage DeltaChannel reconstruction.
#
# Stage 1 scans checkpoint metadata (no blob bytes) and emits one row per
# checkpoint with K parallel JSONB key lookups (one column pair per
# requested delta channel: ver_i / hs_i). No subqueries, no aggregation.
# Python walks the parent chain once across all channels.
#
# Stage 2 fetches all writes and the seed blobs for ALL channels in a
# single roundtrip via `channel = ANY(%s)` and chain/seed-version
# filtering.
#
# Empirical comparison vs an alternative "ship full channel_versions /
# channel_values JSONB and let Python pick" form (1000 checkpoints,
# 8 total channels in graph, 3 delta channels requested):
#
# Postgres execution: A=0.24ms vs B=0.38ms (both negligible)
# End-to-end latency: A=6.83ms vs B=2.28ms (B is 3.0x faster)
# Wire payload: A=836KB vs B=330KB (61% smaller)
# Buffer hits: identical (167 blocks)
#
# B (this dynamic-columns design) wins because it avoids JSONB
# serialization on the wire and JSONB-to-dict deserialization in
# psycopg. Even at K=8 (8 delta channels = 16 dynamic columns), B
# still beats A end-to-end (4.2ms vs 6.8ms).
def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
@@ -313,8 +335,10 @@ def _build_delta_stage2_sql(
return " UNION ALL ".join(branches)
# Stage 1 rows are dicts keyed by the per-channel aliases
# `_build_delta_stage1_sql` emits, so there is no static TypedDict.
# Stage 1 rows are dynamic-shape dicts: {checkpoint_id, parent_checkpoint_id,
# ver_0, hs_0, ver_1, hs_1, ...}. Walking is parameterized by the channel
# list to map indices back to channel names — no static TypedDict here.
# `dict[str, Any]` is the practical signature.
class BasePostgresSaver(BaseCheckpointSaver[str]):
@@ -407,11 +431,9 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
(a) it found a stored value for its channel — a blob or an inline
primitive (channel becomes seeded),
(b) it reached a real root (parent_of[cid] is None — fully
materialized at this point),
materialized at this point), or
(c) the next ancestor cid isn't in `parent_of` yet (waiting for
a later page; the cursor stays put), or
(d) the target's own row isn't in `parent_of` yet (the walk has
not started; no cursor is set, so a later page retries).
a later page; the cursor stays put).
Mutates `chain_by_ch`, `seed_ver_by_ch`, `seed_inline_by_ch`,
`walk_cursor_by_ch`, and `seeded` in place.
@@ -419,12 +441,9 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
for i, ch in enumerate(channels):
if ch in seeded:
continue
# Pages start at the thread head, so the target may not have
# loaded yet; a `None` cursor would read as "target is a root".
# First-time entry: cursor starts at the target's parent.
if ch not in walk_cursor_by_ch:
if target_id not in parent_of:
continue
walk_cursor_by_ch[ch] = parent_of[target_id]
walk_cursor_by_ch[ch] = parent_of.get(target_id)
cur_cid = walk_cursor_by_ch[ch]
ch_chain = chain_by_ch[ch]
hb_i = hb_by_i_by_cid[i]
@@ -7,7 +7,7 @@ import logging
import re
import threading
from collections import defaultdict
from collections.abc import Callable, Iterable, Iterator, Mapping, Sequence
from collections.abc import Callable, Iterable, Iterator, Sequence
from contextlib import contextmanager
from datetime import datetime
from typing import (
@@ -36,7 +36,6 @@ from langgraph.store.base import (
ensure_embeddings,
get_text_at_path,
tokenize_path,
validate_op_namespace,
)
from psycopg import Capabilities, Connection, Cursor, Pipeline
from psycopg.rows import DictRow, dict_row
@@ -355,7 +354,7 @@ class BasePostgresStore(Generic[C]):
(
_namespace_to_text(op.namespace),
op.key,
Jsonb(dict(cast(Mapping[str, Any], op.value))),
Jsonb(cast(dict, op.value)),
)
)
if op.ttl is not None:
@@ -1387,7 +1386,6 @@ def _group_ops(ops: Iterable[Op]) -> tuple[dict[type, list[tuple[int, Op]]], int
grouped_ops: dict[type, list[tuple[int, Op]]] = defaultdict(list)
tot = 0
for idx, op in enumerate(ops):
validate_op_namespace(op)
grouped_ops[type(op)].append((idx, op))
tot += 1
return grouped_ops, tot
@@ -13,10 +13,8 @@ import pytest
from langchain_core.embeddings import Embeddings
from langgraph.store.base import (
GetOp,
InvalidNamespaceError,
Item,
ListNamespacesOp,
MatchCondition,
PutOp,
SearchOp,
)
@@ -873,65 +871,3 @@ async def test_omit_expired_search_pagination(store: AsyncPostgresStore) -> None
page2 = await store.asearch(ns, limit=2, offset=2)
assert [i.key for i in page1] == ["a", "b"]
assert [i.key for i in page2] == ["c"]
@pytest.mark.parametrize("namespace", [("foo.bar",), ("foo", ""), ("foo", 1)])
async def test_abatch_rejects_invalid_namespace_labels(
store: AsyncPostgresStore, namespace: tuple
) -> None:
await store.aput(("foo", "bar"), "key", {"original": True})
for op in (
GetOp(namespace, "key"),
GetOp(namespace, "key", refresh_ttl=True),
PutOp(namespace, "key", {"changed": True}),
PutOp(namespace, "key", None),
SearchOp(namespace),
ListNamespacesOp((MatchCondition("prefix", namespace),)),
ListNamespacesOp((MatchCondition("suffix", namespace),)),
):
with pytest.raises(InvalidNamespaceError):
await store.abatch([op])
item = await store.aget(("foo", "bar"), "key")
assert item is not None and item.value == {"original": True}
async def test_invalid_namespace_only_fails_its_own_call(
store: AsyncPostgresStore,
) -> None:
"""Concurrent calls share one `abatch`, which fails every op if it raises.
Labels are checked before an op is queued, so one caller's bad label cannot
fail another caller's request.
"""
await store.aput(("foo", "bar"), "key", {"original": True})
valid, invalid = await asyncio.gather(
store.aget(("foo", "bar"), "key"),
store.aget(("foo.bar",), "key"),
return_exceptions=True,
)
assert isinstance(valid, Item) and valid.value == {"original": True}
assert isinstance(invalid, InvalidNamespaceError)
async def test_sync_methods_reject_invalid_namespace_labels(
store: AsyncPostgresStore,
) -> None:
"""The sync wrappers run off the event loop thread and must validate too."""
await store.aput(("foo", "bar"), "key", {"original": True})
for call in (
lambda: store.get(("foo.bar",), "key"),
lambda: store.search(("foo.bar",)),
lambda: store.delete(("foo.bar",), "key"),
lambda: store.list_namespaces(prefix=("foo.bar",)),
lambda: store.batch([GetOp(("foo.bar",), "key")]),
):
with pytest.raises(InvalidNamespaceError):
await asyncio.to_thread(call)
item = await store.aget(("foo", "bar"), "key")
assert item is not None and item.value == {"original": True}
@@ -1,132 +0,0 @@
from __future__ import annotations
from typing import Any
from uuid import uuid4
import pytest
from langgraph.checkpoint.base import (
Checkpoint,
DeltaChannelHistory,
empty_checkpoint,
)
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from langgraph.checkpoint.postgres import PostgresSaver
from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver
from langgraph.checkpoint.postgres.base import _DELTA_PAGE_SIZE
from tests.conftest import DEFAULT_URI
CHANNEL = "items"
STEPS = 8
SEED_STEP = 1
SEED_VALUE = [10, 20]
TARGET_STEP = 4
# The real page size is the control; the rest leave the target off the first
# page (three checkpoints are newer than it).
PAGE_SIZES = [_DELTA_PAGE_SIZE, 3, 2, 1]
def _step_args(
thread_id: str, step: int, parent: dict | None
) -> tuple[dict, Checkpoint, dict[str, Any]]:
config: dict = {"configurable": {"thread_id": thread_id, "checkpoint_ns": ""}}
if parent is not None:
config["configurable"]["checkpoint_id"] = parent["configurable"][
"checkpoint_id"
]
checkpoint: Checkpoint = empty_checkpoint()
checkpoint["id"] = str(uuid6(clock_seq=step))
checkpoint["channel_versions"][CHANNEL] = f"v{step}"
if step == SEED_STEP:
checkpoint["channel_values"][CHANNEL] = _DeltaSnapshot(list(SEED_VALUE))
return config, checkpoint, {CHANNEL: f"v{step}"}
return config, checkpoint, {}
async def _abuild_chain(saver: AsyncPostgresSaver) -> list[dict]:
thread_id = str(uuid4())
parent: dict | None = None
configs: list[dict] = []
for step in range(STEPS):
config, checkpoint, new_versions = _step_args(thread_id, step, parent)
parent = await saver.aput(
config,
checkpoint,
{"source": "loop", "step": step, "parents": {}},
new_versions,
)
await saver.aput_writes(parent, [(CHANNEL, f"w{step}")], str(uuid4()))
configs.append(parent)
return configs
def _build_chain(saver: PostgresSaver) -> list[dict]:
thread_id = str(uuid4())
parent: dict | None = None
configs: list[dict] = []
for step in range(STEPS):
config, checkpoint, new_versions = _step_args(thread_id, step, parent)
parent = saver.put(
config,
checkpoint,
{"source": "loop", "step": step, "parents": {}},
new_versions,
)
saver.put_writes(parent, [(CHANNEL, f"w{step}")], str(uuid4()))
configs.append(parent)
return configs
def _assert_history(entry: DeltaChannelHistory, page_size: int) -> None:
seed = entry.get("seed")
assert isinstance(seed, _DeltaSnapshot), (
f"page_size={page_size}: expected a snapshot seed, "
f"got {entry.get('seed', '<missing>')!r}"
)
assert seed.value == SEED_VALUE
assert [w[2] for w in entry["writes"]] == ["w1", "w2", "w3"], (
f"page_size={page_size}: got {[w[2] for w in entry['writes']]}"
)
@pytest.mark.parametrize("page_size", PAGE_SIZES)
async def test_async_target_older_than_the_first_page(
page_size: int, monkeypatch: pytest.MonkeyPatch
) -> None:
monkeypatch.setattr("langgraph.checkpoint.postgres.aio._DELTA_PAGE_SIZE", page_size)
async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
await saver.setup()
configs = await _abuild_chain(saver)
result = await saver.aget_delta_channel_history(
config=configs[TARGET_STEP], channels=[CHANNEL]
)
_assert_history(result[CHANNEL], page_size)
@pytest.mark.parametrize("page_size", PAGE_SIZES)
def test_sync_target_older_than_the_first_page(
page_size: int, monkeypatch: pytest.MonkeyPatch
) -> None:
monkeypatch.setattr("langgraph.checkpoint.postgres._DELTA_PAGE_SIZE", page_size)
with PostgresSaver.from_conn_string(DEFAULT_URI) as saver:
saver.setup()
configs = _build_chain(saver)
result = saver.get_delta_channel_history(
config=configs[TARGET_STEP], channels=[CHANNEL]
)
_assert_history(result[CHANNEL], page_size)
async def test_root_target_has_no_history_and_still_terminates(
monkeypatch: pytest.MonkeyPatch,
) -> None:
monkeypatch.setattr("langgraph.checkpoint.postgres.aio._DELTA_PAGE_SIZE", 1)
async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
await saver.setup()
configs = await _abuild_chain(saver)
result = await saver.aget_delta_channel_history(
config=configs[0], channels=[CHANNEL]
)
assert result[CHANNEL] == {"writes": []}
@@ -11,7 +11,6 @@ import pytest
from langchain_core.embeddings import Embeddings
from langgraph.store.base import (
GetOp,
InvalidNamespaceError,
Item,
ListNamespacesOp,
MatchCondition,
@@ -1165,51 +1164,3 @@ def test_namespace_labels_with_trailing_newline(store) -> None:
assert set(store.list_namespaces(prefix=["users", "alice"], limit=100)) == {
("users", "alice"),
}
@pytest.mark.parametrize("namespace", [("foo.bar",), ("foo", ""), ("foo", 1)])
@pytest.mark.parametrize(
"kind", ["get", "put", "delete", "search", "list_prefix", "list_suffix"]
)
def test_batch_rejects_invalid_namespace_labels(
store, namespace: tuple, kind: str
) -> None:
"""Ops passed straight to `batch` must not reach another namespace.
Namespaces are stored dot-joined, so `("foo.bar",)` flattens to the same
text as `("foo", "bar")`. `BaseStore` methods validate labels themselves,
but `batch` takes ops as given.
"""
op = {
"get": GetOp(namespace, "key"),
"put": PutOp(namespace, "key", {"changed": True}),
"delete": PutOp(namespace, "key", None),
"search": SearchOp(namespace),
"list_prefix": ListNamespacesOp((MatchCondition("prefix", namespace),)),
"list_suffix": ListNamespacesOp((MatchCondition("suffix", namespace),)),
}[kind]
store.put(("foo", "bar"), "key", {"original": True})
with pytest.raises(InvalidNamespaceError):
store.batch([PutOp(("valid",), "key", {}), op])
item = store.get(("foo", "bar"), "key")
assert item is not None and item.value == {"original": True}
# The whole batch is rejected before any SQL runs.
assert store.get(("valid",), "key") is None
def test_batch_allows_empty_search_prefix_and_listing_wildcards(
store,
) -> None:
store.put(("foo", "bar"), "key", {"v": 1})
found, listed = store.batch(
[
SearchOp(()),
ListNamespacesOp((MatchCondition("prefix", ("foo", "*")),)),
]
)
assert [item.namespace for item in found] == [("foo", "bar")]
assert listed == [("foo", "bar")]
+194 -217
View File
@@ -17,16 +17,16 @@ wheels = [
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version = "4.15.1"
version = "4.14.2"
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{ name = "idna" },
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[[package]]
@@ -159,7 +159,7 @@ name = "exceptiongroup"
version = "1.3.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" } },
{ name = "typing-extensions" },
]
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wheels = [
@@ -254,8 +254,7 @@ dependencies = [
{ name = "pydantic" },
{ name = "pyyaml" },
{ name = "tenacity" },
{ name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
{ name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
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@@ -268,8 +267,7 @@ name = "langchain-protocol"
version = "0.0.18"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
{ name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
{ name = "typing-extensions" },
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@@ -453,74 +451,83 @@ wheels = [
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version = "3.11.9"
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[[package]]
name = "typing-inspection"
version = "0.4.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
{ name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
{ name = "typing-extensions" },
]
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wheels = [
@@ -1154,11 +1131,11 @@ wheels = [
[[package]]
name = "urllib3"
version = "2.8.0"
version = "2.7.0"
source = { registry = "https://pypi.org/simple" }
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[[package]]
+32 -8
View File
@@ -40,12 +40,24 @@ with SqliteSaver.from_conn_string(":memory:") as checkpointer:
"v": 4,
"ts": "2024-07-31T20:14:19.804150+00:00",
"id": "1ef4f797-8335-6428-8001-8a1503f9b875",
"channel_values": {"my_key": "meow", "node": "node"},
"channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node": 3},
"channel_values": {
"my_key": "meow",
"node": "node"
},
"channel_versions": {
"__start__": 2,
"my_key": 3,
"start:node": 3,
"node": 3
},
"versions_seen": {
"__input__": {},
"__start__": {"__start__": 1},
"node": {"start:node": 2},
"__start__": {
"__start__": 1
},
"node": {
"start:node": 2
}
},
}
@@ -69,12 +81,24 @@ async with AsyncSqliteSaver.from_conn_string(":memory:") as checkpointer:
"v": 4,
"ts": "2024-07-31T20:14:19.804150+00:00",
"id": "1ef4f797-8335-6428-8001-8a1503f9b875",
"channel_values": {"my_key": "meow", "node": "node"},
"channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node": 3},
"channel_values": {
"my_key": "meow",
"node": "node"
},
"channel_versions": {
"__start__": 2,
"my_key": 3,
"start:node": 3,
"node": 3
},
"versions_seen": {
"__input__": {},
"__start__": {"__start__": 1},
"node": {"start:node": 2},
"__start__": {
"__start__": 1
},
"node": {
"start:node": 2
}
},
}
@@ -507,12 +507,13 @@ class SqliteSaver(BaseCheckpointSaver[str]):
Two-stage query:
* Stage 1 (streamed): recursive CTE over `checkpoints` following
`parent_checkpoint_id` from the target, returning
`(checkpoint_id, type, checkpoint)` per ancestor. Sqlite has no
JSONB, so we ship the full serialized checkpoint blob and inspect
`channel_values` in Python. Stops reading when every channel has
found its seed or the chain is exhausted.
* Stage 1 (paged): newest-first slice of `checkpoints` returning
`(checkpoint_id, parent_checkpoint_id, type, checkpoint)` per
ancestor. Sqlite has no JSONB, so we ship the full serialized
checkpoint blob and inspect `channel_values` in Python. Pages
newest-first by `checkpoint_id` with a `< cursor` predicate;
page size is `DELTA_PAGE_SIZE`. Stops paging when every channel
has found its seed or the chain is exhausted.
* Stage 2 (per-channel UNION ALL): one branch per channel reading
`writes` filtered to that channel's specific `chain_cids`. No
@@ -537,14 +538,12 @@ class SqliteSaver(BaseCheckpointSaver[str]):
seeded: set[str] = set()
with self.cursor(transaction=False) as cur:
cur.execute(
DELTA_STAGE1_SQL,
(thread_id, checkpoint_ns, checkpoint_id, thread_id, checkpoint_ns),
)
cur.execute(DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id))
for row in cur:
cid, type_tag, blob = row
cid, parent_cid, type_tag, blob = row
if step_walk_with_row(
cid=cid,
parent_cid=parent_cid,
type_tag=type_tag,
blob=blob,
target_id=checkpoint_id,
@@ -26,33 +26,16 @@ from typing import Any
from langgraph.checkpoint.base import DeltaChannelHistory, PendingWrite
# Stage 1 streams target, then its ancestors nearest-first, by following
# `parent_checkpoint_id` rather than id order: ids are only monotonic within
# one process, so a range scan by id can miss a parent whose id sorts above
# its child's. Target is the anchor row; its own writes/seed are skipped
# (matches the `BaseCheckpointSaver` contract).
#
# `put` is `INSERT OR REPLACE`, so re-putting an existing id under a
# descendant's config makes the chain a loop. `step_walk_with_row` stops on a
# repeated id; sqlite yields recursive rows lazily, so abandoning the cursor
# ends the recursion.
#
# `CROSS JOIN` pins `ancestors` as the outer loop, so each step is one primary
# key lookup. With a plain `JOIN` and no `ANALYZE` stats, sqlite can put
# `checkpoints` outside and scan the whole thread per step.
# Stage 1 streams ancestors of `target_cid` newest-first. The `<=`
# predicate keeps target itself in the stream so we can read its
# `parent_checkpoint_id` from the first row without a separate lookup;
# the caller skips target's own writes/seed (matches the
# `BaseCheckpointSaver` contract).
DELTA_STAGE1_SQL = (
"WITH RECURSIVE ancestors(checkpoint_id, parent_checkpoint_id, type, "
"checkpoint) AS ("
"SELECT checkpoint_id, parent_checkpoint_id, type, checkpoint "
"FROM checkpoints "
"WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? "
"UNION ALL "
"SELECT c.checkpoint_id, c.parent_checkpoint_id, c.type, c.checkpoint "
"FROM ancestors a CROSS JOIN checkpoints c "
"ON c.checkpoint_id = a.parent_checkpoint_id "
"WHERE c.thread_id = ? AND c.checkpoint_ns = ?"
") "
"SELECT checkpoint_id, type, checkpoint FROM ancestors"
"WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id <= ? "
"ORDER BY checkpoint_id DESC"
)
@@ -85,6 +68,7 @@ def build_delta_stage2_sql(*, chain_lens: Sequence[int]) -> str:
def step_walk_with_row(
*,
cid: str,
parent_cid: str | None,
type_tag: str,
blob: bytes,
target_id: str,
@@ -97,32 +81,36 @@ def step_walk_with_row(
) -> bool:
"""Process one streamed stage-1 row in the merged ancestor walk.
The cursor returns (cid, type, blob) rows in walk order starting at
target. The first row is target itself and is skipped (target's own
writes/seed are not part of the contract).
The cursor returns (cid, parent_cid, type, blob) rows in
`checkpoint_id` DESC order starting at target. The first row is
target itself; we read its parent_cid to seed the walk and otherwise
skip it (target's own writes/seed are not part of the contract).
For each subsequent row we deserialize the blob, append the cid to
every not-yet-seeded channel's chain, and check `channel_values` for
For each subsequent row, if `cid` matches the walk's current
position, we deserialize the blob, append the cid to every
not-yet-seeded channel's chain, and check `channel_values` for
seeds. The deserialized checkpoint is dropped before advancing — no
cross-row cache, so peak in-flight is one deserialized checkpoint.
Returns True when the caller can stop iterating and close the cursor:
every requested channel is seeded, or the chain revisited a checkpoint.
Off-path rows (different branch on the same thread) advance the
cursor without doing any work.
Returns True when every requested channel is seeded — the caller
can stop iterating and close the cursor.
"""
if "started" not in walk_state:
if cid == target_id:
walk_state["started"] = True
walk_state["cur_cid"] = parent_cid
walk_state["active"] = {ch for ch in channels if ch not in seeded}
walk_state["walked"] = {cid}
# Not target yet (or target not present): keep streaming.
return False
active: set[str] = walk_state["active"]
if not active:
return True
walked: set[str] = walk_state["walked"]
if cid in walked:
return True
walked.add(cid)
if cid != walk_state["cur_cid"]:
# Off-path row from a sibling branch — skip without deserializing.
return False
for ch in active:
chain_by_ch[ch].append(cid)
ckpt = serde.loads_typed((type_tag, blob))
@@ -132,6 +120,7 @@ def step_walk_with_row(
seeded.add(ch)
active.discard(ch)
del ckpt, channel_values
walk_state["cur_cid"] = parent_cid
return not active
@@ -625,8 +625,8 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
"""Fast-path override of `BaseCheckpointSaver.aget_delta_channel_history`.
See `SqliteSaver.get_delta_channel_history` for design notes; this
is the async equivalent using `aiosqlite` cursors. Stage 1 streams
the parent chain from the target and Python-deserializes each
is the async equivalent using `aiosqlite` cursors. Stage 1 pages
the parent chain newest-first and Python-deserializes each
checkpoint blob to find per-channel snapshots; stage 2 fetches
only the relevant writes via per-channel UNION ALL.
"""
@@ -650,13 +650,13 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
async with self.lock, self.conn.cursor() as cur:
await cur.execute(
DELTA_STAGE1_SQL,
(thread_id, checkpoint_ns, checkpoint_id, thread_id, checkpoint_ns),
DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id)
)
async for row in cur:
cid, type_tag, blob = row
cid, parent_cid, type_tag, blob = row
if step_walk_with_row(
cid=cid,
parent_cid=parent_cid,
type_tag=type_tag,
blob=blob,
target_id=checkpoint_id,
@@ -547,7 +547,7 @@ class AsyncSqliteStore(AsyncBatchedBaseStore, BaseSqliteStore):
await cur.execute(query, params)
rows = await cur.fetchall()
if needs_refresh and self.ttl_config:
if needs_refresh and rows and self.ttl_config:
keys_to_refresh = []
for row_data in rows:
# Assuming row_data[0] is prefix (text), row_data[1] is key (text)
@@ -7,7 +7,7 @@ import re
import sqlite3
import threading
from collections import defaultdict
from collections.abc import Callable, Iterable, Iterator, Mapping, Sequence
from collections.abc import Callable, Iterable, Iterator, Sequence
from contextlib import contextmanager
from typing import Any, Literal, NamedTuple, cast
@@ -28,7 +28,6 @@ from langgraph.store.base import (
ensure_embeddings,
get_text_at_path,
tokenize_path,
validate_op_namespace,
)
_AIO_ERROR_MSG = (
@@ -258,7 +257,6 @@ def _group_ops(ops: Iterable[Op]) -> tuple[dict[type, list[tuple[int, Op]]], int
grouped_ops: dict[type, list[tuple[int, Op]]] = defaultdict(list)
tot = 0
for idx, op in enumerate(ops):
validate_op_namespace(op)
grouped_ops[type(op)].append((idx, op))
tot += 1
return grouped_ops, tot
@@ -389,7 +387,7 @@ class BaseSqliteStore:
[
_namespace_to_text(op.namespace),
op.key,
orjson.dumps(dict(cast(Mapping[str, Any], op.value))),
orjson.dumps(cast(dict, op.value)),
expires_at,
op.ttl,
]
@@ -9,10 +9,8 @@ from typing import cast
import pytest
from langgraph.store.base import (
GetOp,
InvalidNamespaceError,
Item,
ListNamespacesOp,
MatchCondition,
PutOp,
SearchOp,
)
@@ -747,65 +745,3 @@ async def test_async_namespace_segment_boundary(store: AsyncSqliteStore) -> None
assert set(await store.alist_namespaces(suffix=["alice"], limit=100)) == {
("uid", "users", "alice"),
}
@pytest.mark.parametrize("namespace", [("foo.bar",), ("foo", ""), ("foo", 1)])
async def test_abatch_rejects_invalid_namespace_labels(
store: AsyncSqliteStore, namespace: tuple
) -> None:
await store.aput(("foo", "bar"), "key", {"original": True})
for op in (
GetOp(namespace, "key"),
GetOp(namespace, "key", refresh_ttl=True),
PutOp(namespace, "key", {"changed": True}),
PutOp(namespace, "key", None),
SearchOp(namespace),
ListNamespacesOp((MatchCondition("prefix", namespace),)),
ListNamespacesOp((MatchCondition("suffix", namespace),)),
):
with pytest.raises(InvalidNamespaceError):
await store.abatch([op])
item = await store.aget(("foo", "bar"), "key")
assert item is not None and item.value == {"original": True}
async def test_invalid_namespace_only_fails_its_own_call(
store: AsyncSqliteStore,
) -> None:
"""Concurrent calls share one `abatch`, which fails every op if it raises.
Labels are checked before an op is queued, so one caller's bad label cannot
fail another caller's request.
"""
await store.aput(("foo", "bar"), "key", {"original": True})
valid, invalid = await asyncio.gather(
store.aget(("foo", "bar"), "key"),
store.aget(("foo.bar",), "key"),
return_exceptions=True,
)
assert isinstance(valid, Item) and valid.value == {"original": True}
assert isinstance(invalid, InvalidNamespaceError)
async def test_sync_methods_reject_invalid_namespace_labels(
store: AsyncSqliteStore,
) -> None:
"""The sync wrappers run off the event loop thread and must validate too."""
await store.aput(("foo", "bar"), "key", {"original": True})
for call in (
lambda: store.get(("foo.bar",), "key"),
lambda: store.search(("foo.bar",)),
lambda: store.delete(("foo.bar",), "key"),
lambda: store.list_namespaces(prefix=("foo.bar",)),
lambda: store.batch([GetOp(("foo.bar",), "key")]),
):
with pytest.raises(InvalidNamespaceError):
await asyncio.to_thread(call)
item = await store.aget(("foo", "bar"), "key")
assert item is not None and item.value == {"original": True}
@@ -1,104 +0,0 @@
from __future__ import annotations
from typing import Any
import pytest
from langgraph.checkpoint.base import (
BaseCheckpointSaver,
Checkpoint,
DeltaChannelHistory,
empty_checkpoint,
)
from langgraph.checkpoint.sqlite import SqliteSaver
from langgraph.checkpoint.sqlite._delta import DELTA_STAGE1_SQL
from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver
CHANNEL = "ch"
CONFIG: dict[str, Any] = {"configurable": {"thread_id": "t", "checkpoint_ns": ""}}
EXPECTED: DeltaChannelHistory = {
"writes": [("task", CHANNEL, "write-root")],
"seed": "seed",
}
def _checkpoint(checkpoint_id: str, values: dict[str, Any]) -> Checkpoint:
value = empty_checkpoint()
value["id"] = checkpoint_id
value["channel_values"] = values
return value
PARENT_ID_ORDERS = [
pytest.param("z-older", "a-newer", id="parent_id_sorts_above_child"),
pytest.param("a-older", "z-newer", id="parent_id_sorts_below_child"),
]
@pytest.mark.parametrize(("root_id", "child_id"), PARENT_ID_ORDERS)
def test_sync_walk_reaches_parent_whatever_the_id_order(
root_id: str, child_id: str
) -> None:
with SqliteSaver.from_conn_string(":memory:") as saver:
root = saver.put(CONFIG, _checkpoint(root_id, {CHANNEL: "seed"}), {}, {})
saver.put_writes(root, [(CHANNEL, "write-root")], "task")
child = saver.put(root, _checkpoint(child_id, {}), {}, {})
got = saver.get_delta_channel_history(config=child, channels=[CHANNEL])
reference = BaseCheckpointSaver.get_delta_channel_history(
saver, config=child, channels=[CHANNEL]
)
assert got[CHANNEL] == EXPECTED
assert got[CHANNEL] == reference[CHANNEL], "fast path disagrees with base"
@pytest.mark.parametrize(("root_id", "child_id"), PARENT_ID_ORDERS)
async def test_async_walk_reaches_parent_whatever_the_id_order(
root_id: str, child_id: str
) -> None:
async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
root = await saver.aput(CONFIG, _checkpoint(root_id, {CHANNEL: "seed"}), {}, {})
await saver.aput_writes(root, [(CHANNEL, "write-root")], "task")
child = await saver.aput(root, _checkpoint(child_id, {}), {}, {})
got = await saver.aget_delta_channel_history(config=child, channels=[CHANNEL])
assert got[CHANNEL] == EXPECTED
def test_walk_reaches_root_of_long_chain_with_descending_ids() -> None:
steps = 40
with SqliteSaver.from_conn_string(":memory:") as saver:
parent = saver.put(
CONFIG, _checkpoint(f"id-{steps:03d}", {CHANNEL: "seed"}), {}, {}
)
saver.put_writes(parent, [(CHANNEL, "write-root")], "task")
for step in range(steps - 1, 0, -1):
parent = saver.put(parent, _checkpoint(f"id-{step:03d}", {}), {}, {})
got = saver.get_delta_channel_history(config=parent, channels=[CHANNEL])
assert got[CHANNEL] == EXPECTED
def test_walk_terminates_when_put_makes_the_parent_chain_cycle() -> None:
with SqliteSaver.from_conn_string(":memory:") as saver:
a = saver.put(CONFIG, _checkpoint("cid-a", {}), {}, {})
b = saver.put(a, _checkpoint("cid-b", {}), {}, {})
repoint_a_under_b = _checkpoint("cid-a", {})
saver.put(b, repoint_a_under_b, {}, {})
got = saver.get_delta_channel_history(config=b, channels=[CHANNEL])
assert got[CHANNEL] == {"writes": []}
def test_walk_step_looks_up_the_parent_by_primary_key() -> None:
with SqliteSaver.from_conn_string(":memory:") as saver:
saver.setup()
plan = [
row[3]
for row in saver.conn.execute(
f"EXPLAIN QUERY PLAN {DELTA_STAGE1_SQL}", ("t", "", "id", "t", "")
)
]
assert any(
step.startswith("SEARCH c ") and "checkpoint_id=?" in step for step in plan
), f"recursive step should look up the parent by key, got {plan}"
@@ -14,7 +14,6 @@ import pytest
from langchain_core.embeddings import Embeddings
from langgraph.store.base import (
GetOp,
InvalidNamespaceError,
Item,
ListNamespacesOp,
MatchCondition,
@@ -1436,51 +1435,3 @@ def test_list_namespaces_metacharacter_labels(store: SqliteStore) -> None:
assert set(store.list_namespaces(prefix=[label, "child"], limit=100)) == {
(label, "child"),
}
@pytest.mark.parametrize("namespace", [("foo.bar",), ("foo", ""), ("foo", 1)])
@pytest.mark.parametrize(
"kind", ["get", "put", "delete", "search", "list_prefix", "list_suffix"]
)
def test_batch_rejects_invalid_namespace_labels(
store: SqliteStore, namespace: tuple, kind: str
) -> None:
"""Ops passed straight to `batch` must not reach another namespace.
Namespaces are stored dot-joined, so `("foo.bar",)` flattens to the same
text as `("foo", "bar")`. `BaseStore` methods validate labels themselves,
but `batch` takes ops as given.
"""
op = {
"get": GetOp(namespace, "key"),
"put": PutOp(namespace, "key", {"changed": True}),
"delete": PutOp(namespace, "key", None),
"search": SearchOp(namespace),
"list_prefix": ListNamespacesOp((MatchCondition("prefix", namespace),)),
"list_suffix": ListNamespacesOp((MatchCondition("suffix", namespace),)),
}[kind]
store.put(("foo", "bar"), "key", {"original": True})
with pytest.raises(InvalidNamespaceError):
store.batch([PutOp(("valid",), "key", {}), op])
item = store.get(("foo", "bar"), "key")
assert item is not None and item.value == {"original": True}
# The whole batch is rejected before any SQL runs.
assert store.get(("valid",), "key") is None
def test_batch_allows_empty_search_prefix_and_listing_wildcards(
store: SqliteStore,
) -> None:
store.put(("foo", "bar"), "key", {"v": 1})
found, listed = store.batch(
[
SearchOp(()),
ListNamespacesOp((MatchCondition("prefix", ("foo", "*")),)),
]
)
assert [item.namespace for item in found] == [("foo", "bar")]
assert listed == [("foo", "bar")]
+47 -47
View File
@@ -26,16 +26,16 @@ wheels = [
[[package]]
name = "anyio"
version = "4.14.2"
version = "4.12.1"
source = { registry = "https://pypi.org/simple" }
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{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
{ name = "idna" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
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[[package]]
@@ -1057,11 +1057,11 @@ wheels = [
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name = "urllib3"
version = "2.8.0"
version = "2.7.0"
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sdist = { url = "https://files.pythonhosted.org/packages/53/0c/06f8b233b8fd13b9e5ee11424ef85419ba0d8ba0b3138bf360be2ff56953/urllib3-2.7.0.tar.gz", hash = "sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c", size = 433602, upload-time = "2026-05-07T16:13:18.596Z" }
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+18 -11
View File
@@ -39,12 +39,7 @@ You must pass these when invoking the graph as part of the configurable part of
```python
{"configurable": {"thread_id": "1"}} # valid config
{
"configurable": {
"thread_id": "1",
"checkpoint_id": "0c62ca34-ac19-445d-bbb0-5b4984975b2a",
}
} # also valid config
{"configurable": {"thread_id": "1", "checkpoint_id": "0c62ca34-ac19-445d-bbb0-5b4984975b2a"}} # also valid config
```
### Serde
@@ -84,12 +79,24 @@ checkpoint = {
"v": 4,
"ts": "2024-07-31T20:14:19.804150+00:00",
"id": "1ef4f797-8335-6428-8001-8a1503f9b875",
"channel_values": {"my_key": "meow", "node": "node"},
"channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node": 3},
"channel_values": {
"my_key": "meow",
"node": "node"
},
"channel_versions": {
"__start__": 2,
"my_key": 3,
"start:node": 3,
"node": 3
},
"versions_seen": {
"__input__": {},
"__start__": {"__start__": 1},
"node": {"start:node": 2},
"__input__": {},
"__start__": {
"__start__": 1
},
"node": {
"start:node": 2
}
},
}
@@ -10,7 +10,6 @@ from typing import (
NamedTuple,
TypedDict,
TypeVar,
cast,
)
from langchain_core.runnables import RunnableConfig
@@ -782,7 +781,7 @@ def get_serializable_checkpoint_metadata(
"""Get checkpoint metadata in a backwards-compatible manner."""
checkpoint_metadata = get_checkpoint_metadata(config, metadata)
if "writes" in checkpoint_metadata:
cast(dict[str, Any], checkpoint_metadata).pop("writes")
checkpoint_metadata.pop("writes")
return checkpoint_metadata
@@ -12,7 +12,7 @@ Core types:
from __future__ import annotations
from abc import ABC, abstractmethod
from collections.abc import Iterable, Mapping
from collections.abc import Iterable
from datetime import datetime
from typing import (
Any,
@@ -473,10 +473,10 @@ class PutOp(NamedTuple):
the full path would effectively be `"documents/user123/report1"`
"""
value: Mapping[str, Any] | None
value: dict[str, Any] | None
"""The data to store, or `None` to mark the item for deletion.
The value must be a mapping with string keys and JSON-serializable values.
The value must be a dictionary with string keys and JSON-serializable values.
Setting this to `None` signals that the item should be deleted.
Example:
@@ -771,12 +771,7 @@ class BaseStore(ABC):
Returns:
The retrieved item or `None` if not found.
Raises:
InvalidNamespaceError: If a namespace label is empty, is not a string,
or contains a period (`.`).
"""
_validate_namespace_labels(namespace)
return self.batch(
[GetOp(namespace, str(key), _ensure_refresh(self.ttl_config, refresh_ttl))]
)[0]
@@ -806,10 +801,6 @@ class BaseStore(ABC):
Returns:
List of items matching the search criteria.
Raises:
InvalidNamespaceError: If a `namespace_prefix` label is empty, is not a
string, or contains a period (`.`).
???+ example "Examples"
Basic filtering:
@@ -849,7 +840,6 @@ class BaseStore(ABC):
Natural language search support depends on your store implementation
and requires proper embedding configuration.
"""
_validate_namespace_labels(namespace_prefix)
return self.batch(
[
SearchOp(
@@ -867,7 +857,7 @@ class BaseStore(ABC):
self,
namespace: tuple[str, ...],
key: str,
value: Mapping[str, Any],
value: dict[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
@@ -879,7 +869,7 @@ class BaseStore(ABC):
Example: `("documents", "user123")`
key: Unique identifier within the namespace. Together with namespace forms
the complete path to the item.
value: Mapping containing the item's data. Must contain string keys
value: Dictionary containing the item's data. Must contain string keys
and JSON-serializable values.
index: Controls how the item's fields are indexed for search:
@@ -897,11 +887,6 @@ class BaseStore(ABC):
By default, the expiration timer refreshes on both read operations (get/search)
and write operations (put/update), whenever the item is included in the operation.
Raises:
InvalidNamespaceError: If the namespace is empty, its root label is
`"langgraph"`, or a label is empty, is not a string, or contains a
period (`.`).
Note:
Indexing support depends on your store implementation.
If you do not initialize the store with indexing capabilities,
@@ -955,12 +940,7 @@ class BaseStore(ABC):
Args:
namespace: Hierarchical path for the item.
key: Unique identifier within the namespace.
Raises:
InvalidNamespaceError: If a namespace label is empty, is not a string,
or contains a period (`.`).
"""
_validate_namespace_labels(namespace)
self.batch([PutOp(namespace, str(key), None, ttl=None)])
def list_namespaces(
@@ -989,10 +969,6 @@ class BaseStore(ABC):
A list of namespace tuples that match the criteria. Each tuple represents a
full namespace path up to `max_depth`.
Raises:
InvalidNamespaceError: If a `prefix` or `suffix` label is empty, is not a
string, or contains a period (`.`).
???+ example "Examples":
Setting `max_depth=3`. Given the namespaces:
@@ -1008,8 +984,6 @@ class BaseStore(ABC):
# [("a", "b", "c"), ("a", "b", "d"), ("a", "b", "f")]
```
"""
_validate_namespace_labels(prefix or ())
_validate_namespace_labels(suffix or ())
match_conditions = []
if prefix:
match_conditions.append(MatchCondition(match_type="prefix", path=prefix))
@@ -1039,12 +1013,7 @@ class BaseStore(ABC):
Returns:
The retrieved item or `None` if not found.
Raises:
InvalidNamespaceError: If a namespace label is empty, is not a string,
or contains a period (`.`).
"""
_validate_namespace_labels(namespace)
return (
await self.abatch(
[
@@ -1083,10 +1052,6 @@ class BaseStore(ABC):
Returns:
List of items matching the search criteria.
Raises:
InvalidNamespaceError: If a `namespace_prefix` label is empty, is not a
string, or contains a period (`.`).
???+ example "Examples"
Basic filtering:
@@ -1126,7 +1091,6 @@ class BaseStore(ABC):
Natural language search support depends on your store implementation
and requires proper embedding configuration.
"""
_validate_namespace_labels(namespace_prefix)
return (
await self.abatch(
[
@@ -1146,7 +1110,7 @@ class BaseStore(ABC):
self,
namespace: tuple[str, ...],
key: str,
value: Mapping[str, Any],
value: dict[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
@@ -1158,7 +1122,7 @@ class BaseStore(ABC):
Example: `("documents", "user123")`
key: Unique identifier within the namespace. Together with namespace forms
the complete path to the item.
value: Mapping containing the item's data. Must contain string keys
value: Dictionary containing the item's data. Must contain string keys
and JSON-serializable values.
index: Controls how the item's fields are indexed for search:
@@ -1176,11 +1140,6 @@ class BaseStore(ABC):
By default, the expiration timer refreshes on both read operations (get/search)
and write operations (put/update), whenever the item is included in the operation.
Raises:
InvalidNamespaceError: If the namespace is empty, its root label is
`"langgraph"`, or a label is empty, is not a string, or contains a
period (`.`).
Note:
Indexing support depends on your store implementation.
If you do not initialize the store with indexing capabilities,
@@ -1242,12 +1201,7 @@ class BaseStore(ABC):
Args:
namespace: Hierarchical path for the item.
key: Unique identifier within the namespace.
Raises:
InvalidNamespaceError: If a namespace label is empty, is not a string,
or contains a period (`.`).
"""
_validate_namespace_labels(namespace)
await self.abatch([PutOp(namespace, str(key), None)])
async def alist_namespaces(
@@ -1276,10 +1230,6 @@ class BaseStore(ABC):
A list of namespace tuples that match the criteria. Each tuple represents a
full namespace path up to `max_depth`.
Raises:
InvalidNamespaceError: If a `prefix` or `suffix` label is empty, is not a
string, or contains a period (`.`).
???+ example "Examples"
Setting `max_depth=3` with existing namespaces:
@@ -1295,8 +1245,6 @@ class BaseStore(ABC):
# Returns: [("a", "b", "c"), ("a", "b", "d"), ("a", "b", "f")]
```
"""
_validate_namespace_labels(prefix or ())
_validate_namespace_labels(suffix or ())
match_conditions = []
if prefix:
match_conditions.append(MatchCondition(match_type="prefix", path=prefix))
@@ -1315,14 +1263,6 @@ class BaseStore(ABC):
def _validate_namespace(namespace: tuple[str, ...]) -> None:
if not namespace:
raise InvalidNamespaceError("Namespace cannot be empty.")
_validate_namespace_labels(namespace)
if namespace[0] == "langgraph":
raise InvalidNamespaceError(
f'Root label for namespace cannot be "langgraph". Got: {namespace}'
)
def _validate_namespace_labels(namespace: tuple[str, ...]) -> None:
for label in namespace:
if not isinstance(label, str):
raise InvalidNamespaceError(
@@ -1337,27 +1277,10 @@ def _validate_namespace_labels(namespace: tuple[str, ...]) -> None:
raise InvalidNamespaceError(
f"Namespace labels cannot be empty strings. Got {label} in {namespace}"
)
def validate_op_namespace(op: Op) -> None:
"""Validate the namespace labels an op carries before a store executes it.
`BaseStore` methods check labels before batching, but ops passed directly to
`batch`/`abatch` skip those methods. Stores that serialize namespaces as
delimited text should call this for every op they execute, so a label such
as `"foo.bar"` cannot address the namespace `("foo", "bar")`.
Raises:
InvalidNamespaceError: If a label is empty, is not a string, or contains
a period (`.`).
"""
if isinstance(op, (GetOp, PutOp)):
_validate_namespace_labels(op.namespace)
elif isinstance(op, SearchOp):
_validate_namespace_labels(op.namespace_prefix)
elif isinstance(op, ListNamespacesOp):
for condition in op.match_conditions or ():
_validate_namespace_labels(condition.path)
if namespace[0] == "langgraph":
raise InvalidNamespaceError(
f'Root label for namespace cannot be "langgraph". Got: {namespace}'
)
def _ensure_refresh(
@@ -5,7 +5,7 @@ from __future__ import annotations
import asyncio
import functools
import weakref
from collections.abc import Callable, Iterable, Mapping
from collections.abc import Callable, Iterable
from typing import Any, Literal, TypeVar
from langgraph.store.base import (
@@ -25,7 +25,6 @@ from langgraph.store.base import (
_ensure_refresh,
_ensure_ttl,
_validate_namespace,
_validate_namespace_labels,
)
F = TypeVar("F", bound=Callable)
@@ -87,7 +86,6 @@ class AsyncBatchedBaseStore(BaseStore):
*,
refresh_ttl: bool | None = None,
) -> Item | None:
_validate_namespace_labels(namespace)
self._ensure_task()
fut = self._loop.create_future()
self._aqueue.put_nowait(
@@ -113,7 +111,6 @@ class AsyncBatchedBaseStore(BaseStore):
offset: int = 0,
refresh_ttl: bool | None = None,
) -> list[SearchItem]:
_validate_namespace_labels(namespace_prefix)
self._ensure_task()
fut = self._loop.create_future()
self._aqueue.put_nowait(
@@ -135,7 +132,7 @@ class AsyncBatchedBaseStore(BaseStore):
self,
namespace: tuple[str, ...],
key: str,
value: Mapping[str, Any],
value: dict[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
@@ -158,7 +155,6 @@ class AsyncBatchedBaseStore(BaseStore):
namespace: tuple[str, ...],
key: str,
) -> None:
_validate_namespace_labels(namespace)
self._ensure_task()
fut = self._loop.create_future()
self._aqueue.put_nowait((fut, PutOp(namespace, key, None)))
@@ -173,8 +169,6 @@ class AsyncBatchedBaseStore(BaseStore):
limit: int = 100,
offset: int = 0,
) -> list[tuple[str, ...]]:
_validate_namespace_labels(prefix or ())
_validate_namespace_labels(suffix or ())
self._ensure_task()
fut = self._loop.create_future()
match_conditions = []
@@ -237,7 +231,7 @@ class AsyncBatchedBaseStore(BaseStore):
self,
namespace: tuple[str, ...],
key: str,
value: Mapping[str, Any],
value: dict[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
@@ -11,7 +11,7 @@ from __future__ import annotations
import asyncio
import functools
import json
from collections.abc import Awaitable, Callable, Mapping, Sequence
from collections.abc import Awaitable, Callable, Sequence
from typing import Any
from langchain_core.embeddings import Embeddings
@@ -244,9 +244,6 @@ def get_text_at_path(obj: Any, path: str | list[str]) -> list[str]:
- Multi-field selection: "{field1,field2}"
- Nested paths in multi-field: "{field1,nested.field2}"
"""
if isinstance(obj, Mapping) and not isinstance(obj, dict):
obj = dict(obj)
if not path or path == "$":
return [json.dumps(obj, sort_keys=True, ensure_ascii=False)]
@@ -408,7 +408,7 @@ class InMemoryStore(BaseStore):
self._vectors[namespace].pop(key, None)
else:
self._data[namespace][key] = Item(
value=dict(op.value),
value=op.value,
key=key,
namespace=namespace,
created_at=datetime.now(timezone.utc),
+1 -140
View File
@@ -1,9 +1,7 @@
import asyncio
import json
from collections import UserDict
from collections.abc import Iterable, Mapping
from collections.abc import Iterable
from datetime import datetime
from types import MappingProxyType
from typing import Any
import pytest
@@ -13,14 +11,10 @@ from langgraph.store.base import (
GetOp,
InvalidNamespaceError,
Item,
ListNamespacesOp,
MatchCondition,
Op,
PutOp,
Result,
SearchOp,
get_text_at_path,
validate_op_namespace,
)
from langgraph.store.base.batch import AsyncBatchedBaseStore
from langgraph.store.memory import InMemoryStore
@@ -143,18 +137,6 @@ def test_get_text_at_path() -> None:
assert get_text_at_path(nested_data, "nested[{invalid}]") == []
@pytest.mark.parametrize(
"mapping",
[
UserDict({"text": "searchable"}),
MappingProxyType({"text": "searchable"}),
],
)
def test_get_text_at_path_with_non_dict_mapping(mapping: Mapping[str, str]) -> None:
assert get_text_at_path(mapping, "$") == ['{"text": "searchable"}']
assert get_text_at_path(mapping, "text") == ["searchable"]
async def test_async_batch_store(mocker: MockerFixture) -> None:
abatch = mocker.stub()
@@ -532,127 +514,6 @@ async def test_cannot_put_empty_namespace() -> None:
assert (await async_store.aget(("valid", "namespace"), "key")) is None
INVALID_NAMESPACES = [("foo.bar",), ("foo", ""), (123,)]
NAMESPACE_METHODS = ["get", "delete", "search", "prefix", "suffix"]
@pytest.mark.parametrize("namespace", INVALID_NAMESPACES)
@pytest.mark.parametrize("method", NAMESPACE_METHODS)
def test_rejects_invalid_namespace_labels(
mocker: MockerFixture, namespace: tuple, method: str
) -> None:
store = InMemoryStore()
batch = mocker.spy(InMemoryStore, "batch")
call = {
"get": lambda: store.get(namespace, "key"),
"delete": lambda: store.delete(namespace, "key"),
"search": lambda: store.search(namespace),
"prefix": lambda: store.list_namespaces(prefix=namespace),
"suffix": lambda: store.list_namespaces(suffix=namespace),
}[method]
with pytest.raises(InvalidNamespaceError):
call()
batch.assert_not_called()
@pytest.mark.parametrize("batched", [False, True])
@pytest.mark.parametrize("namespace", INVALID_NAMESPACES)
@pytest.mark.parametrize("method", NAMESPACE_METHODS)
async def test_async_rejects_invalid_namespace_labels(
mocker: MockerFixture, batched: bool, namespace: tuple, method: str
) -> None:
# The batched store must reject before queueing: a failure inside the
# shared `abatch` would fail every op queued alongside this one.
store = MockAsyncBatchedStore() if batched else InMemoryStore()
# `MockAsyncBatchedStore` dispatches through `InMemoryStore.batch`.
batch = mocker.spy(InMemoryStore, "batch")
abatch = mocker.spy(InMemoryStore, "abatch")
call = {
"get": lambda: store.aget(namespace, "key"),
"delete": lambda: store.adelete(namespace, "key"),
"search": lambda: store.asearch(namespace),
"prefix": lambda: store.alist_namespaces(prefix=namespace),
"suffix": lambda: store.alist_namespaces(suffix=namespace),
}[method]
with pytest.raises(InvalidNamespaceError):
await call()
batch.assert_not_called()
abatch.assert_not_called()
def test_search_and_listing_keep_empty_prefixes_and_wildcards() -> None:
store = InMemoryStore()
store.put(("tenant", "a_%"), "key", {"v": 1})
store.put(("tenant", "b", "child"), "key", {"v": 1})
assert len(store.search(())) == 2
assert [item.namespace for item in store.search(("tenant", "a_%"))] == [
("tenant", "a_%")
]
assert sorted(store.list_namespaces(prefix=("tenant", "*"), suffix=("*",))) == [
("tenant", "a_%"),
("tenant", "b", "child"),
]
@pytest.mark.parametrize("batched", [False, True])
async def test_async_search_and_listing_keep_empty_prefixes_and_wildcards(
batched: bool,
) -> None:
store = MockAsyncBatchedStore() if batched else InMemoryStore()
await store.aput(("tenant", "a_%"), "key", {"v": 1})
await store.aput(("tenant", "b", "child"), "key", {"v": 1})
assert len(await store.asearch(())) == 2
assert [item.namespace for item in await store.asearch(("tenant", "a_%"))] == [
("tenant", "a_%")
]
assert sorted(
await store.alist_namespaces(prefix=("tenant", "*"), suffix=("*",))
) == [("tenant", "a_%"), ("tenant", "b", "child")]
@pytest.mark.parametrize("namespace", INVALID_NAMESPACES)
@pytest.mark.parametrize(
"kind", ["get", "put", "delete", "search", "list_prefix", "list_suffix"]
)
def test_validate_op_namespace_rejects_invalid_labels(
namespace: tuple, kind: str
) -> None:
op = {
"get": GetOp(namespace, "key"),
"put": PutOp(namespace, "key", {"v": 1}),
"delete": PutOp(namespace, "key", None),
"search": SearchOp(namespace),
"list_prefix": ListNamespacesOp((MatchCondition("prefix", namespace),)),
"list_suffix": ListNamespacesOp((MatchCondition("suffix", namespace),)),
}[kind]
with pytest.raises(InvalidNamespaceError):
validate_op_namespace(op)
def test_validate_op_namespace_allows_empty_prefix_and_wildcards() -> None:
for op in (
SearchOp(()),
ListNamespacesOp(),
ListNamespacesOp(
(
MatchCondition("prefix", ("tenant", "*")),
MatchCondition("suffix", ("*",)),
)
),
GetOp(("tenant", "a_%"), "key"),
# Write-only rules belong to `put`, not to op validation.
PutOp(("langgraph", "x"), "key", {"v": 1}),
):
validate_op_namespace(op)
async def test_async_batch_store_deduplication(mocker: MockerFixture) -> None:
abatch = mocker.spy(InMemoryStore, "batch")
store = MockAsyncBatchedStore()
+54 -55
View File
@@ -19,16 +19,16 @@ wheels = [
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@@ -183,7 +183,7 @@ name = "exceptiongroup"
version = "1.3.1"
source = { registry = "https://pypi.org/simple" }
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@@ -268,10 +268,9 @@ wheels = [
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name = "langchain-core"
version = "1.6.5"
version = "1.5.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
{ name = "jsonpatch" },
{ name = "langchain-protocol" },
{ name = "langsmith" },
@@ -282,9 +281,9 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
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-2
View File
@@ -103,8 +103,6 @@ The CLI uses a `langgraph.json` configuration file with these key settings:
}
```
Git dependencies should use credential-free URLs. The CLI conservatively scans direct `langgraph.json` dependencies, common Python package files, uv project and lock files, and common Node.js package and lock files for HTTP Git URLs with userinfo. This check is not exhaustive: generated Docker builds can copy other files, including nested requirement or constraint files, into image layers without scanning them. For private dependencies, provide short-lived credentials through your build environment's secret-backed Git credential helper. Do not store credentials in copied files such as `langgraph.json` or `pip_config_file`.
See the [full documentation](https://reference.langchain.com/python/langgraph-cli) for detailed configuration options.
## Development
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readme = "README.md"
requires-python = ">=3.10"
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]
[[package]]
name = "sniffio"
version = "1.3.1"
description = "Sniff out which async library your code is running under"
optional = false
python-versions = ">=3.7"
groups = ["main"]
files = [
{file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
{file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
]
[[package]]
name = "typing-extensions"
version = "4.12.2"
description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false
python-versions = ">=3.8"
groups = ["main"]
markers = "python_version < \"3.11\""
files = [
{file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
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]
[metadata]
lock-version = "2.1"
python-versions = "^3.9.0,<4.0"
content-hash = "ec5109729f30d2033a10a10e8f8d3ed94c7d96d5d31025b4815b0123664bb063"
+4
View File
@@ -23,6 +23,8 @@ from langgraph_cli.schemas import (
GraphDef,
HttpConfig,
IndexConfig,
McpConfig,
McpTasksConfig,
SecurityConfig,
SerdeConfig,
StoreConfig,
@@ -115,6 +117,8 @@ def add_descriptions_to_schema(schema, cls):
AuthConfig,
SecurityConfig,
HttpConfig,
McpConfig,
McpTasksConfig,
CorsConfig,
CacheConfig,
ThreadTTLConfig,
+7 -9
View File
@@ -21,28 +21,26 @@
"test:all": "yarn test && yarn test:int && yarn lint:langgraph"
},
"dependencies": {
"@langchain/core": "^1.2.9",
"@langchain/langgraph": "^1.4.13"
"@langchain/core": "^1.2.4",
"@langchain/langgraph": "^1.4.8"
},
"resolutions": {
"@langchain/langgraph-checkpoint": "1.0.4",
"jest/**/js-yaml": "3.15.2",
"@eslint/eslintrc/js-yaml": "4.3.2"
"@langchain/langgraph-checkpoint": "1.0.4"
},
"devDependencies": {
"@eslint/eslintrc": "^3.3.6",
"@eslint/js": "^10.0.1",
"@tsconfig/recommended": "^1.0.13",
"@types/jest": "^30.0.0",
"@typescript-eslint/eslint-plugin": "^8.68.0",
"@typescript-eslint/parser": "^8.68.0",
"@typescript-eslint/eslint-plugin": "^8.65.0",
"@typescript-eslint/parser": "^8.65.0",
"dotenv": "^17.4.2",
"eslint": "^10.9.1",
"eslint": "^10.8.0",
"eslint-config-prettier": "^10.1.8",
"eslint-plugin-import": "^2.32.0",
"eslint-plugin-no-instanceof": "^1.0.1",
"eslint-plugin-prettier": "^5.5.6",
"jest": "^30.5.0",
"jest": "^30.4.2",
"prettier": "^3.9.6",
"ts-jest": "^29.4.12",
"typescript": "^7.0.2"
File diff suppressed because it is too large Load Diff
@@ -9,8 +9,8 @@
},
"dependencies": {
"@js-monorepo-example/shared": "*",
"@langchain/core": "^1.2.13",
"@langchain/langgraph": "^1.4.18"
"@langchain/core": "^1.2.4",
"@langchain/langgraph": "^1.4.8"
},
"devDependencies": {
"typescript": "^7.0.2"
+6 -6
View File
@@ -17,18 +17,18 @@
"lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
},
"devDependencies": {
"turbo": "^2.11.5",
"turbo": "^2.10.8",
"typescript": "^7.0.2",
"@tsconfig/recommended": "^1.0.13",
"@eslint/eslintrc": "^3.3.7",
"@eslint/eslintrc": "^3.3.6",
"@eslint/js": "^10.0.1",
"eslint": "^10.11.0",
"eslint": "^10.8.0",
"eslint-config-prettier": "^10.1.8",
"eslint-plugin-import": "^2.27.5",
"eslint-plugin-no-instanceof": "^1.0.1",
"eslint-plugin-prettier": "^5.5.6",
"@typescript-eslint/eslint-plugin": "^8.70.1",
"@typescript-eslint/parser": "^8.70.1",
"prettier": "^3.9.9"
"@typescript-eslint/eslint-plugin": "^8.65.0",
"@typescript-eslint/parser": "^8.65.0",
"prettier": "^3.9.6"
}
}
+177 -239
View File
@@ -2,24 +2,6 @@
# yarn lockfile v1
"@cacheable/memory@^2.2.0":
version "2.2.0"
resolved "https://registry.yarnpkg.com/@cacheable/memory/-/memory-2.2.0.tgz#72aeb8b051f6d597d10ac8595b94ad8302bd2239"
integrity sha512-CTLKqLItRCEixEAewD3/j9DB3/o96gpTPD4eJ1v+DGOlxZRZncRQkGYqqnAGCscYd6RNeXfGeiuCphsPtqyIfQ==
dependencies:
"@cacheable/utils" "^2.5.0"
"@keyv/bigmap" "^1.3.1"
hookified "^1.15.1"
keyv "^5.6.0"
"@cacheable/utils@^2.5.0":
version "2.5.0"
resolved "https://registry.yarnpkg.com/@cacheable/utils/-/utils-2.5.0.tgz#534c91113aa48fe43baedb169550b6ee070ef303"
integrity sha512-buipgOVDkkPXNR5+xBpDw7Zk2n1EvU7qBJCNUcL7rhQ//kfpOXPAvQ511Os0vpLYJ1pZnvudNytkQt2hst3wqA==
dependencies:
hashery "^1.5.1"
keyv "^5.6.0"
"@cfworker/json-schema@^4.0.2":
version "4.1.1"
resolved "https://registry.yarnpkg.com/@cfworker/json-schema/-/json-schema-4.1.1.tgz#4a2a3947ee9fa7b7c24be981422831b8674c3be6"
@@ -60,10 +42,10 @@
dependencies:
"@types/json-schema" "^7.0.15"
"@eslint/eslintrc@^3.3.7":
version "3.3.7"
resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.7.tgz#76d3dedec4a30ea32df797bf8a0085c1311b7316"
integrity sha512-F42g89Qd5oAWtp0k0nnSrjziAKza7w8SVT4mStc18LZMaRb4J1HQAHLCalEtDCxrTuksx7NU9qsmeLwpOfPqWw==
"@eslint/eslintrc@^3.3.6":
version "3.3.6"
resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.6.tgz#d22bfd6b3a7d8e1f2c0b2f2e6de111b53ec6e13e"
integrity sha512-l2Ul9PrHsPCKcEY/ac7VgFj9D80C7S68sOKc618SyHDPK36s1XcFebXY0iTzUVn4Yq+YbwvSnDmCz9yxjX+QrA==
dependencies:
ajv "^6.14.0"
debug "^4.3.2"
@@ -71,7 +53,7 @@
globals "^14.0.0"
ignore "^5.2.0"
import-fresh "^3.2.1"
js-yaml "^4.3.2"
js-yaml "^4.3.0"
minimatch "^3.1.5"
strip-json-comments "^3.1.1"
@@ -85,10 +67,10 @@
resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.5.tgz#88e9bf4d11d2b19c082e78ebe7ce88724a5eb091"
integrity sha512-vqTaUEgxzm+YDSdElad6PiRoX4t8VGDjCtt05zn4nU810UIx/uNEV7/lZJ6KwFThKZOzOxzXy48da+No7HZaMw==
"@eslint/plugin-kit@^0.7.3":
version "0.7.3"
resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.3.tgz#cc7268cc36405b331ef92db1bc37971f21d66fe1"
integrity sha512-IkO+/KEUvwbVpiURZg+P7zF74z5Jxe0UgJxVni+RtoHQ6IZieXaO02kmadomap/q+l6bc/jdPGGqTjhuZnuz1Q==
"@eslint/plugin-kit@^0.7.2":
version "0.7.2"
resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.2.tgz#4b0962f3f2c7ce8bc98b3ecfe34525c09d2cb729"
integrity sha512-+CNAzxglkrpNf/kKywqQfk74QjtceuOE7Qm+AF8miRvPF/wmmK5+OJOgVh3AVTT3RP2mH3+FOaxlE5v72owk0A==
dependencies:
"@eslint/core" "^1.2.1"
levn "^0.4.1"
@@ -121,23 +103,10 @@
resolved "https://registry.yarnpkg.com/@isaacs/cliui/-/cliui-9.0.0.tgz#4d0a3f127058043bf2e7ee169eaf30ed901302f3"
integrity sha512-AokJm4tuBHillT+FpMtxQ60n8ObyXBatq7jD2/JA9dxbDDokKQm8KMht5ibGzLVU9IJDIKK4TPKgMHEYMn3lMg==
"@keyv/bigmap@^1.3.1":
version "1.3.1"
resolved "https://registry.yarnpkg.com/@keyv/bigmap/-/bigmap-1.3.1.tgz#fc82fa83947e7ff68c6798d08907db842771ef2c"
integrity sha512-WbzE9sdmQtKy8vrNPa9BRnwZh5UF4s1KTmSK0KUVLo3eff5BlQNNWDnFOouNpKfPKDnms9xynJjsMYjMaT/aFQ==
dependencies:
hashery "^1.4.0"
hookified "^1.15.0"
"@keyv/serialize@^1.1.1":
version "1.1.1"
resolved "https://registry.yarnpkg.com/@keyv/serialize/-/serialize-1.1.1.tgz#0c01dd3a3483882af7cf3878d4e71d505c81fc4a"
integrity sha512-dXn3FZhPv0US+7dtJsIi2R+c7qWYiReoEh5zUntWCf4oSpMNib8FDhSoed6m3QyZdx5hK7iLFkYk3rNxwt8vTA==
"@langchain/core@^1.2.13":
version "1.2.13"
resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.2.13.tgz#4ea4eb0308a25af350f75de2fbf34aecb819177e"
integrity sha512-ADGTxZ84n3civruUX1LlTOdua/PDGoni2U6TmKTX7hvRU2Jlepu8vLJI4Wnwj45KUKhUCrW94Il12Q2bxE3e8A==
"@langchain/core@^1.2.4":
version "1.2.4"
resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.2.4.tgz#3916181e00f93b2e3b5801ab8273c07d144d75ce"
integrity sha512-GIrJktdsFPx8gM0C3VyikkeYGZAV7iRIzUJuS5tFatiKLExybou0LI0MuxH9kksN38quyfWdQDl20lIEAEVkVA==
dependencies:
"@cfworker/json-schema" "^4.0.2"
"@standard-schema/spec" "^1.1.0"
@@ -147,35 +116,35 @@
p-queue "^6.6.2"
zod "^3.25.76 || ^4"
"@langchain/langgraph-checkpoint@^1.1.5":
version "1.1.5"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.1.5.tgz#c793177f9afcce31a1e9922f317f88fec1254282"
integrity sha512-BwDwl5VeTOh6CVuiIPgsUgfK51vTJDMSbFcSCUfjJWsl8/DPdK/mbv+ejxJstkSk/BlSPMP4JfXWcN6jD2ea2Q==
"@langchain/langgraph-checkpoint@^1.1.3":
version "1.1.3"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.1.3.tgz#891f2f9a2e96cf2ab0920f9240f9ad1e0a86a4ab"
integrity sha512-wgzdQNeEsdw1e+4lvlj0tdq/RYR/k1vPin10g0ymGoehZDDgd9nvIllGXSXN4TFgF9sf5qQP/KTkOcLfeseIhA==
"@langchain/langgraph-sdk@~1.12.0":
version "1.12.0"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.12.0.tgz#b063a7eba0a66f51cbc841a824626a47eca1eec9"
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version "8.70.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.70.1.tgz#b4cde0ed16982bd963a6310fcae554f59fd14124"
integrity sha512-Vwj9lUIW5Xq3wQ9w6gv3R86g1hMK8f2zNOdGTAgeXUMMXFK78G9ruCjjqutHMNJc0+CH7LYRnHeUB9IT8wFmcw==
"@typescript-eslint/visitor-keys@8.65.0":
version "8.65.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.65.0.tgz#e3704c13cb4a1c22454c1abf28ff4737e15018c6"
integrity sha512-8C71BQkGjiMmXtop7pHVJu1l2NNShFdkCyD6a2ezzs5vU/L3LRtb69EtcteFwz0mYMPzIgOw0n6OV4VBUWZd7A==
dependencies:
"@typescript-eslint/types" "8.70.1"
"@typescript-eslint/types" "8.65.0"
eslint-visitor-keys "^5.0.0"
"@typescript/typescript-aix-ppc64@7.0.2":
@@ -595,17 +564,6 @@ brace-expansion@^5.0.8:
dependencies:
balanced-match "^4.0.2"
cacheable@^2.5.0:
version "2.5.0"
resolved "https://registry.yarnpkg.com/cacheable/-/cacheable-2.5.0.tgz#d142d41043e5a865f6053cc70ef4e3ad068bd5ce"
integrity sha512-60cyAOytib/OzBw1JNSoSV/boK1AtHryDIjvVBk7XbN4ugfkM3+Sry7fEjNgPMGgOjuaZPAp8ruZ0Cxafwyq9g==
dependencies:
"@cacheable/memory" "^2.2.0"
"@cacheable/utils" "^2.5.0"
hookified "^1.15.0"
keyv "^5.6.0"
qified "^0.10.1"
call-bind-apply-helpers@^1.0.0, call-bind-apply-helpers@^1.0.1, call-bind-apply-helpers@^1.0.2:
version "1.0.2"
resolved "https://registry.yarnpkg.com/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz#4b5428c222be985d79c3d82657479dbe0b59b2d6"
@@ -923,17 +881,17 @@ 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@^10.11.0:
version "10.11.0"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.11.0.tgz#304d1591b7c6a327e3f64b4f550f99fda160ae20"
integrity sha512-P7a6UEEqb9G95MYAtqkmsTbVXIYyzIfl6NGOIJk162PaahFxFyeGcrlXYFSiagECg4sEm8IseJdZBKR3rx6MsQ==
eslint@^10.8.0:
version "10.8.0"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.8.0.tgz#e6d19907a3f090a53a022261ba34c5ff6d04908b"
integrity sha512-nuKKvN+oIBO0koN7Tm7dlkmnkc21mtt0QJLwAKzjLq14y6lRTdVG36MZHJ8eQHwdJMwZbQNMlPOYedMq/oVJvQ==
dependencies:
"@eslint-community/eslint-utils" "^4.8.0"
"@eslint-community/regexpp" "^4.12.2"
"@eslint/config-array" "^0.23.5"
"@eslint/config-helpers" "^0.7.0"
"@eslint/core" "^1.2.1"
"@eslint/plugin-kit" "^0.7.3"
"@eslint/plugin-kit" "^0.7.2"
"@humanfs/node" "^0.16.6"
"@humanwhocodes/module-importer" "^1.0.1"
"@humanwhocodes/retry" "^0.4.2"
@@ -948,7 +906,7 @@ eslint@^10.11.0:
esquery "^1.7.0"
esutils "^2.0.2"
fast-deep-equal "^3.1.3"
file-entry-cache "11.1.5 || >11.1.6 <12"
file-entry-cache "^8.0.0"
find-up "^5.0.0"
glob-parent "^6.0.2"
ignore "^5.2.0"
@@ -1036,12 +994,12 @@ fdir@^6.5.0:
resolved "https://registry.yarnpkg.com/fdir/-/fdir-6.5.0.tgz#ed2ab967a331ade62f18d077dae192684d50d350"
integrity sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg==
"file-entry-cache@11.1.5 || >11.1.6 <12":
version "11.1.5"
resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-11.1.5.tgz#c8210eb055de63e68685ccfb6a017e386d4577d0"
integrity sha512-+PFTHITI08JIGhnNpGNI8T8inUpgZfk3GNEqfT9R2zZV2iFXg3CvqzSl/uEhs7TSGujYRELEANyDvS8Fj7+S7Q==
file-entry-cache@^8.0.0:
version "8.0.0"
resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-8.0.0.tgz#7787bddcf1131bffb92636c69457bbc0edd6d81f"
integrity sha512-XXTUwCvisa5oacNGRP9SfNtYBNAMi+RPwBFmblZEF7N7swHYQS6/Zfk7SRwx4D5j3CH211YNRco1DEMNVfZCnQ==
dependencies:
flat-cache "^6.1.23"
flat-cache "^4.0.0"
find-up@^5.0.0:
version "5.0.0"
@@ -1051,19 +1009,18 @@ find-up@^5.0.0:
locate-path "^6.0.0"
path-exists "^4.0.0"
flat-cache@^6.1.23:
version "6.1.23"
resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-6.1.23.tgz#735dc888c271868d7301b3bbb8edba5028afb61d"
integrity sha512-f++BY9pTk+983xK1FLzlLpmM0i0z+jHmx3QESGkURMXujQZz1k5wzwX6hjnQ8goaD0B+sYnDK1yZ6MTyZfUaqA==
flat-cache@^4.0.0:
version "4.0.1"
resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-4.0.1.tgz#0ece39fcb14ee012f4b0410bd33dd9c1f011127c"
integrity sha512-f7ccFPK3SXFHpx15UIGyRJ/FJQctuKZ0zVuN3frBo4HnK3cay9VEW0R6yPYFHC0AgqhukPzKjq22t5DmAyqGyw==
dependencies:
cacheable "^2.5.0"
flatted "^3.4.2"
hookified "^1.15.0"
flatted "^3.2.9"
keyv "^4.5.4"
flatted@^3.4.2:
version "3.4.4"
resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.4.4.tgz#aeeca2a506303f0cee61c59e6c9f2a88d2f29fc6"
integrity sha512-5+ybhBZANEJxaH3X5evAFatUxLfEHSr7n6kYJ+1Qd0mUqr4eu9gIf6GDbWHf8RJijHrjjO8G+la14SlL2SeS1Q==
flatted@^3.2.9:
version "3.4.2"
resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.4.2.tgz#f5c23c107f0f37de8dbdf24f13722b3b98d52726"
integrity sha512-PjDse7RzhcPkIJwy5t7KPWQSZ9cAbzQXcafsetQoD7sOJRQlGikNbx7yZp2OotDnJyrDcbyRq3Ttb18iYOqkxA==
for-each@^0.3.3, for-each@^0.3.5:
version "0.3.5"
@@ -1183,13 +1140,6 @@ has-tostringtag@^1.0.2:
dependencies:
has-symbols "^1.0.3"
hashery@^1.4.0, hashery@^1.5.1:
version "1.5.1"
resolved "https://registry.yarnpkg.com/hashery/-/hashery-1.5.1.tgz#4ba82ad54911ac617467870845d57a9fe508a400"
integrity sha512-iZyKG96/JwPz1N55vj2Ie2vXbhu440zfUfJvSwEqEbeLluk7NnapfGqa7LH0mOsnDxTF85Mx8/dyR6HfqcbmbQ==
dependencies:
hookified "^1.15.0"
hasown@^2.0.2:
version "2.0.2"
resolved "https://registry.yarnpkg.com/hasown/-/hasown-2.0.2.tgz#003eaf91be7adc372e84ec59dc37252cedb80003"
@@ -1197,16 +1147,6 @@ hasown@^2.0.2:
dependencies:
function-bind "^1.1.2"
hookified@^1.15.0, hookified@^1.15.1:
version "1.15.1"
resolved "https://registry.yarnpkg.com/hookified/-/hookified-1.15.1.tgz#b1fafeaa5489cdc29cb85546a8f837ed4ffbbcb6"
integrity sha512-MvG/clsADq1GPM2KGo2nyfaWVyn9naPiXrqIe4jYjXNZQt238kWyOGrsyc/DmRAQ+Re6yeo6yX/yoNCG5KAEVg==
hookified@^2.1.1:
version "2.2.0"
resolved "https://registry.yarnpkg.com/hookified/-/hookified-2.2.0.tgz#1d024ac1668973dd5bcc4a96ab9ccdb7639ef8d4"
integrity sha512-p/LgFzRN5FeoD3DLS6bkUapeye6E4SI6yJs6KetENd18S+FBthqYq2amJUWpt5z0EQwwHemidjY5OqJGEKm5uA==
ignore@^5.2.0:
version "5.3.2"
resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.3.2.tgz#3cd40e729f3643fd87cb04e50bf0eb722bc596f5"
@@ -1445,13 +1385,18 @@ js-tiktoken@^1.0.12:
dependencies:
base64-js "^1.5.1"
js-yaml@^4.3.2:
version "4.3.2"
resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.2.tgz#8e44fb14a2643c59726bb15787b5f1512cb3d3fb"
integrity sha512-SFNOvSJ+Dgf/9An904Yx+CgSlIPCkIpao4qo51lpee25TIRejdH3rhR4EZMGoNx3/TP3O+wzWuiTFl4sqbltzA==
js-yaml@^4.3.0:
version "4.3.1"
resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.1.tgz#01216c001d67f48e2cd560d708c7af21090a3848"
integrity sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==
dependencies:
argparse "^2.0.1"
json-buffer@3.0.1:
version "3.0.1"
resolved "https://registry.yarnpkg.com/json-buffer/-/json-buffer-3.0.1.tgz#9338802a30d3b6605fbe0613e094008ca8c05a13"
integrity sha512-4bV5BfR2mqfQTJm+V5tPPdf+ZpuhiIvTuAB5g8kcrXOZpTT/QwwVRWBywX1ozr6lEuPdbHxwaJlm9G6mI2sfSQ==
json-schema-traverse@^0.4.1:
version "0.4.1"
resolved "https://registry.yarnpkg.com/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz#69f6a87d9513ab8bb8fe63bdb0979c448e684660"
@@ -1469,12 +1414,12 @@ json5@^1.0.2:
dependencies:
minimist "^1.2.0"
keyv@^5.6.0:
version "5.6.0"
resolved "https://registry.yarnpkg.com/keyv/-/keyv-5.6.0.tgz#03044074c6b4d072d0a62c7b9fa649537baf0105"
integrity sha512-CYDD3SOtsHtyXeEORYRx2qBtpDJFjRTGXUtmNEMGyzYOKj1TE3tycdlho7kA1Ufx9OYWZzg52QFBGALTirzDSw==
keyv@^4.5.4:
version "4.5.4"
resolved "https://registry.yarnpkg.com/keyv/-/keyv-4.5.4.tgz#a879a99e29452f942439f2a405e3af8b31d4de93"
integrity sha512-oxVHkHR/EJf2CNXnWxRLW6mg7JyCCUcG0DtEGmL2ctUo1PNTin1PUil+r/+4r5MpVgC/fn1kjsx7mjSujKqIpw==
dependencies:
"@keyv/serialize" "^1.1.1"
json-buffer "3.0.1"
"langsmith@>=0.5.0 <1.0.0":
version "0.7.1"
@@ -1707,23 +1652,16 @@ prettier-linter-helpers@^1.0.1:
dependencies:
fast-diff "^1.1.2"
prettier@^3.9.9:
version "3.9.9"
resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.9.9.tgz#09b826918c91cd4cbc80e0cbd1d2a922ff04f233"
integrity sha512-Z/CJHIkdujO/OtN7nXUii0Rf3VT5SRuhjBA82Xvu2XhBUgX3nhP67T0LHceBdQLex7OOFGTox+Q5Yg8Jk2Qivg==
prettier@^3.9.6:
version "3.9.6"
resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.9.6.tgz#b3ea5146515d40fc53f18aa63f74dfab1e10dbf6"
integrity sha512-OpN0zzVdiaiAhxpuuj5efpIS4sY9j7bY6uR5mnj5yPzGkdkjNKSJeUThPb60Jw29QuAZgA4o+/iB49kFiaBX6g==
punycode@^2.1.0:
version "2.3.1"
resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.3.1.tgz#027422e2faec0b25e1549c3e1bd8309b9133b6e5"
integrity sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==
qified@^0.10.1:
version "0.10.1"
resolved "https://registry.yarnpkg.com/qified/-/qified-0.10.1.tgz#0640bf21bbe6ca540db290ad8f5fde4d870b8bda"
integrity sha512-+Owyggi9IxT1ePKGafcI87ubSmxol6smwJ+RAHDQlx9+9cPwFWDiKFFCPuWhr9ignlGpZ9vDQLw67N4dcTVFEA==
dependencies:
hookified "^2.1.1"
reflect.getprototypeof@^1.0.6, reflect.getprototypeof@^1.0.9:
version "1.0.10"
resolved "https://registry.yarnpkg.com/reflect.getprototypeof/-/reflect.getprototypeof-1.0.10.tgz#c629219e78a3316d8b604c765ef68996964e7bf9"
@@ -1970,17 +1908,17 @@ tsconfig-paths@^3.15.0:
minimist "^1.2.6"
strip-bom "^3.0.0"
turbo@^2.11.5:
version "2.11.5"
resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.11.5.tgz#e7223abd0555b978d3efe1b00ea9a98f43afb7ab"
integrity sha512-qLXheqz3TUvJpHIV6MUBwkNkvwKxMVG/QsimyiKT9DfNWPHJ294G/i5nDaH+fbHJt3UH7orubNNxAqYkbUNGAQ==
turbo@^2.10.8:
version "2.10.8"
resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.10.8.tgz#09457cb7db79710586da455a29bccc05f15b1b72"
integrity sha512-9+8YX5QOkGXzZxcIykTHgaooRHGMWO+jfdyRK0o+rN0U7hBIig2MrJ8r/aNzIPDPhdA73SGb0O+tIztaModTMg==
optionalDependencies:
"@turbo/darwin-64" "2.11.5"
"@turbo/darwin-arm64" "2.11.5"
"@turbo/linux-64" "2.11.5"
"@turbo/linux-arm64" "2.11.5"
"@turbo/windows-64" "2.11.5"
"@turbo/windows-arm64" "2.11.5"
"@turbo/darwin-64" "2.10.8"
"@turbo/darwin-arm64" "2.10.8"
"@turbo/linux-64" "2.10.8"
"@turbo/linux-arm64" "2.10.8"
"@turbo/windows-64" "2.10.8"
"@turbo/windows-arm64" "2.10.8"
type-check@^0.4.0, type-check@~0.4.0:
version "0.4.0"
+1 -1
View File
@@ -1 +1 @@
__version__ = "0.4.32"
__version__ = "0.4.31"
+3 -87
View File
@@ -6,7 +6,6 @@ import re
import shlex
import textwrap
from collections import Counter
from collections.abc import Iterable
from typing import Literal, NamedTuple
import click
@@ -37,10 +36,6 @@ DISALLOWED_BUILD_COMMAND_CHARS = [
# This blocks background execution (cmd &) while allowing command
# chaining (cmd1 && cmd2) which is common in build commands.
_SINGLE_AMPERSAND_RE = re.compile(r"(?<!&)&(?:&&)*(?!&)")
_GIT_HTTP_AUTHORITY_RES = (
re.compile(r"git\+https?://(?P<authority>[^/\s\"']+)", re.I),
re.compile(r"\bgit\s*=\s*[\"']https?://(?P<authority>[^/\s\"']+)", re.I),
)
_API_VERSION_PATTERN = re.compile(
r"^(?P<major>\d+)"
r"(?:\.(?P<minor>\d+))?"
@@ -83,62 +78,6 @@ def has_disallowed_build_command_content(command: str) -> bool:
return False
def _has_git_http_url_userinfo(dependency: str) -> bool:
"""Check whether a Git HTTP URL contains userinfo."""
return any(
"@" in match.group("authority")
for pattern in _GIT_HTTP_AUTHORITY_RES
for match in pattern.finditer(dependency)
)
def _validate_git_http_url_userinfo(
values: Iterable[str], *, source: pathlib.Path | None = None
) -> None:
"""Reject credential-bearing Git HTTP URLs without echoing their values."""
if not any(_has_git_http_url_userinfo(value) for value in values):
return
message = (
"Git dependency URLs must not contain credentials or other URL "
"userinfo because generated Dockerfiles and image layers can retain "
"them. Use a credential-free Git URL and provide short-lived "
"credentials through your build environment's secret-backed Git "
"credential helper."
)
if source is not None:
message += f" Found in: {source}"
raise click.UsageError(message)
def _validate_git_http_url_userinfo_files(paths: Iterable[pathlib.Path]) -> None:
"""Reject credential-bearing Git HTTP URLs in dependency files."""
for path in paths:
path = path.resolve()
if not path.is_file():
continue
try:
contents = path.read_text(encoding="utf-8", errors="replace")
except OSError:
raise click.UsageError(
f"Could not inspect dependency file for embedded credentials: {path}"
) from None
_validate_git_http_url_userinfo([contents], source=path)
def _validate_local_dependency_files(config_path: pathlib.Path, config: Config) -> None:
"""Validate dependency files copied into a non-uv Python image."""
paths: list[pathlib.Path] = []
for dependency in config["dependencies"]:
if not isinstance(dependency, str) or not dependency.startswith("."):
continue
root = (config_path.parent / dependency).resolve()
paths.extend(
root / name
for name in ("requirements.txt", "pyproject.toml", "setup.py", "setup.cfg")
)
_validate_git_http_url_userinfo_files(paths)
MIN_PYTHON_VERSION = "3.11"
DEFAULT_PYTHON_VERSION = "3.11"
@@ -381,9 +320,7 @@ def _get_source_kind(config: Config) -> str | None:
return kind if isinstance(kind, str) else None
def validate_config(
config: Config, *, source_path: pathlib.Path | None = None
) -> Config:
def validate_config(config: Config) -> Config:
"""Validate a configuration dictionary."""
graphs = config.get("graphs", {})
@@ -478,15 +415,6 @@ def validate_config(
' "source": {"kind": "uv", "root": ".."}'
)
_validate_git_http_url_userinfo(
(
dependency
for dependency in config["dependencies"]
if isinstance(dependency, str)
),
source=source_path,
)
source = config.get("source")
source_kind = _get_source_kind(config)
if source is not None and not isinstance(source, dict):
@@ -681,7 +609,7 @@ def validate_config_file(config_path: pathlib.Path) -> Config:
"""Load and validate a configuration file."""
with open(config_path) as f:
config = json.load(f)
validated = validate_config(config, source_path=config_path.resolve())
validated = validate_config(config)
# Enforce the package.json doesn't enforce an
# incompatible Node.js version
if validated.get("node_version"):
@@ -1352,7 +1280,6 @@ def python_config_to_docker(
api_version=api_version,
build_tools_to_uninstall=build_tools_to_uninstall,
)
_validate_local_dependency_files(config_path, config)
if pip_installer == "auto":
if _image_supports_uv(base_image):
pip_installer = "uv"
@@ -1563,18 +1490,7 @@ def node_config_to_docker(
) -> tuple[str, dict[str, str]]:
# Calculate paths for monorepo support
install_root = (
pathlib.Path(build_context).resolve()
if build_context
else config_path.parent.resolve()
)
config_root = config_path.parent.resolve()
dependency_roots = (
(install_root, config_root) if install_root != config_root else (install_root,)
)
_validate_git_http_url_userinfo_files(
root / name
for root in dependency_roots
for name in ("package.json", "package-lock.json", "yarn.lock", "pnpm-lock.yaml")
pathlib.Path(build_context).resolve() if build_context else config_path.parent
)
install_cmd = install_command or _get_node_pm_install_cmd(install_root)
if build_context:
File diff suppressed because it is too large Load Diff
+2 -8
View File
@@ -1,18 +1,12 @@
import asyncio
import signal
import sys
from collections.abc import Callable, Coroutine
from collections.abc import Callable
from contextlib import contextmanager
from typing import Any, Protocol, TypeVar, cast
from typing import cast
import click.exceptions
_T = TypeVar("_T")
class CommandRunner(Protocol):
def run(self, coro: Coroutine[Any, Any, _T]) -> _T: ...
@contextmanager
def Runner():
+32 -180
View File
@@ -2,125 +2,18 @@
from __future__ import annotations
from dataclasses import dataclass
from typing import Any, Literal
from urllib.parse import urlparse
from typing import Any
import click
import httpx
CLOUD_CONTROL_PLANE_URL = "https://api.host.langchain.com"
CLOUD_DASHBOARD_URL = "https://smith.langchain.com"
CLOUD_DOMAIN = "langchain.com"
CLOUD_API_HOST = "api.smith.langchain.com"
CLOUD_CONTROL_PLANE_HOST = "api.host.langchain.com"
CLOUD_DASHBOARD_HOST = "smith.langchain.com"
CONTROL_PLANE_PATH = "/api-host"
LANGSMITH_API_PATHS = ("/api/v1", "/api")
LOCAL_HOSTNAMES = ("localhost", "127.0.0.1")
MAX_PAGE_SIZE = 100
SourceName = Literal["internal_docker", "internal_source", "external_docker"]
@dataclass(frozen=True, slots=True)
class ControlPlaneEndpoints:
control_plane_url: str
dashboard_url: str
@classmethod
def resolve(
cls, host_url: str | None, langsmith_endpoint: str | None
) -> ControlPlaneEndpoints:
if host_url:
return cls.from_control_plane_url(host_url)
if langsmith_endpoint:
return cls.from_langsmith_endpoint(langsmith_endpoint)
return cls(CLOUD_CONTROL_PLANE_URL, CLOUD_DASHBOARD_URL)
@property
def is_cloud(self) -> bool:
hostname = urlparse(self.control_plane_url).hostname or ""
return hostname == CLOUD_CONTROL_PLANE_HOST or hostname.endswith(
f".{CLOUD_CONTROL_PLANE_HOST}"
)
@classmethod
def from_control_plane_url(cls, url: str) -> ControlPlaneEndpoints:
control_plane_url = url.rstrip("/")
hostname = urlparse(control_plane_url).hostname or ""
if control_plane_url.endswith(CONTROL_PLANE_PATH):
return cls(control_plane_url, control_plane_url[: -len(CONTROL_PLANE_PATH)])
if hostname in LOCAL_HOSTNAMES:
return cls(control_plane_url, control_plane_url)
return cls(control_plane_url, _cloud_dashboard_for(hostname))
@classmethod
def from_langsmith_endpoint(cls, endpoint: str) -> ControlPlaneEndpoints:
parsed = urlparse(endpoint.rstrip("/"))
hostname = parsed.hostname or ""
if _is_cloud_host(hostname):
return cls.from_control_plane_url(
f"https://{_cloud_control_plane_host_for(hostname)}"
)
root = f"{parsed.scheme}://{parsed.netloc}{_without_api_path(parsed.path)}"
return cls(f"{root}{CONTROL_PLANE_PATH}", root)
def _is_cloud_host(hostname: str) -> bool:
return hostname == CLOUD_DOMAIN or hostname.endswith(f".{CLOUD_DOMAIN}")
def _cloud_control_plane_host_for(langsmith_api_host: str) -> str:
if langsmith_api_host.endswith(f".{CLOUD_API_HOST}"):
region = langsmith_api_host[: -len(CLOUD_API_HOST)]
return f"{region}{CLOUD_CONTROL_PLANE_HOST}"
return CLOUD_CONTROL_PLANE_HOST
def _cloud_dashboard_for(control_plane_host: str) -> str:
if control_plane_host.endswith(f".{CLOUD_CONTROL_PLANE_HOST}"):
region = control_plane_host[: -len(CLOUD_CONTROL_PLANE_HOST) - 1]
return f"https://{region}.{CLOUD_DASHBOARD_HOST}"
return CLOUD_DASHBOARD_URL
def _without_api_path(path: str) -> str:
for api_path in LANGSMITH_API_PATHS:
if path.endswith(api_path):
return path[: -len(api_path)]
return path
def _resources(payload: object) -> list[dict[str, Any]]:
if not isinstance(payload, dict):
return []
resources = payload.get("resources")
if not isinstance(resources, list):
return []
return [item for item in resources if isinstance(item, dict)]
class HostBackendError(click.ClickException):
"""Raised when the host backend returns an error response."""
def __init__(
self,
message: str,
status_code: int | None = None,
detail: str | None = None,
):
def __init__(self, message: str, status_code: int | None = None):
super().__init__(message)
self.status_code = status_code
self.detail = detail
def _error_detail(response: httpx.Response) -> str | None:
try:
body = response.json()
except ValueError:
return None
detail = body.get("detail") if isinstance(body, dict) else None
return detail if isinstance(detail, str) else None
class HostBackendClient:
@@ -131,37 +24,24 @@ class HostBackendClient:
base_url: str,
api_key: str,
tenant_id: str | None = None,
*,
transport: httpx.BaseTransport | 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._endpoints = ControlPlaneEndpoints.from_control_plane_url(base_url)
self._base_url = self._endpoints.control_plane_url
self._base_url = base_url.rstrip("/")
self._client = httpx.Client(
base_url=self._base_url,
headers=headers,
transport=transport or httpx.HTTPTransport(retries=3),
transport=transport,
timeout=30,
)
@property
def base_url(self) -> str:
return self._base_url
@property
def endpoints(self) -> ControlPlaneEndpoints:
return self._endpoints
def set_tenant(self, tenant_id: str) -> None:
self._client.headers["X-Tenant-ID"] = tenant_id
def _request(
self,
method: str,
@@ -173,12 +53,10 @@ class HostBackendClient:
resp = self._client.request(method, path, json=payload, params=params)
resp.raise_for_status()
except httpx.HTTPStatusError as err:
detail = _error_detail(err.response)
reason = detail or err.response.text or str(err.response.status_code)
detail = err.response.text or str(err.response.status_code)
raise HostBackendError(
f"{method} {path} failed with status {err.response.status_code}: {reason}",
f"{method} {path} failed with status {err.response.status_code}: {detail}",
status_code=err.response.status_code,
detail=detail,
) from None
except httpx.TransportError as err:
raise HostBackendError(str(err)) from None
@@ -194,52 +72,30 @@ class HostBackendClient:
def create_deployment(
self,
*,
name: str | None,
source: SourceName,
source_config: dict[str, object],
source_revision_config: dict[str, object],
name: str,
deployment_type: str,
source: str,
config_path: str | None = None,
secrets: list[dict[str, str]] | None = None,
agent: dict[str, str] | None = None,
) -> dict[str, Any]:
"""Create a deployment."""
payload: dict[str, Any] = {
"name": name,
"source": source,
"source_config": source_config,
"source_revision_config": source_revision_config,
"source_config": {"deployment_type": deployment_type},
"source_revision_config": {},
}
if agent is not None:
payload["agent"] = agent
else:
payload["name"] = name
if source == "internal_source" and config_path:
payload["source_revision_config"]["langgraph_config_path"] = config_path
if secrets is not None:
payload["secrets"] = secrets
return self._request("POST", "/v2/deployments", payload)
def list_deployments(
self,
*,
name: str | None = None,
name_contains: str | None = None,
limit: int | None = None,
agent_id: str | None = None,
agent_environment: str | None = None,
) -> list[dict[str, Any]]:
given = (
("name", name),
("name_contains", name_contains),
("limit", limit),
("agent_id", agent_id),
("agent_environment", agent_environment),
)
params = {key: value for key, value in given if value is not None}
return _resources(self._request("GET", "/v2/deployments", params=params))
def get_listener(self, listener_id: str) -> dict[str, Any]:
return self._request("GET", f"/v2/listeners/{listener_id}")
def list_listeners(self) -> list[dict[str, Any]]:
return _resources(
self._request("GET", "/v2/listeners", params={"limit": MAX_PAGE_SIZE})
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]:
@@ -265,21 +121,22 @@ class HostBackendClient:
self,
deployment_id: str,
image_uri: str,
*,
revision_source: SourceName | None,
secrets: list[dict[str, str]] | None = None,
tracked_packages: list[str] | None = None,
) -> dict[str, Any]:
payload: dict[str, Any] = {
"revision_source": "internal_docker",
"source_revision_config": {"image_uri": image_uri},
}
if revision_source is not None:
payload["revision_source"] = revision_source
if tracked_packages:
payload["tracked_packages"] = tracked_packages
if secrets is not None:
payload["secrets"] = secrets
return self._request("PATCH", f"/v2/deployments/{deployment_id}", payload)
return self._request(
"PATCH",
f"/v2/deployments/{deployment_id}",
payload,
)
def update_deployment_internal_source(
self,
@@ -314,15 +171,10 @@ class HostBackendClient:
payload["secrets"] = secrets
return self._request("PATCH", f"/v2/deployments/{deployment_id}", payload)
def list_revisions(
self, deployment_id: str, limit: int = 1
) -> list[dict[str, Any]]:
return _resources(
self._request(
"GET",
f"/v2/deployments/{deployment_id}/revisions",
params={"limit": limit},
)
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]:
-35
View File
@@ -1,35 +0,0 @@
from __future__ import annotations
from dataclasses import dataclass, replace
DIGEST_SEPARATOR = "@sha256:"
DIGEST_MARKER = "@"
TAG_SEPARATOR = ":"
PATH_SEPARATOR = "/"
@dataclass(frozen=True, slots=True)
class ImageReference:
repository: str
tag: str | None = None
@classmethod
def parse(cls, reference: str) -> ImageReference:
if DIGEST_MARKER in reference:
raise ValueError(f"{reference!r} carries a digest and cannot be tagged")
path_start = reference.rfind(PATH_SEPARATOR) + 1
name, separator, tag = reference[path_start:].partition(TAG_SEPARATOR)
if not separator:
return cls(reference)
return cls(reference[:path_start] + name, tag)
def with_tag(self, tag: str) -> ImageReference:
return replace(self, tag=tag)
def matches_digest(self, repo_digest: str) -> bool:
return repo_digest.startswith(f"{self.repository}{DIGEST_SEPARATOR}")
def __str__(self) -> str:
if self.tag is None:
return self.repository
return f"{self.repository}{TAG_SEPARATOR}{self.tag}"
+21 -5
View File
@@ -439,6 +439,24 @@ class ConfigurableHeaderConfig(TypedDict, total=False):
"""
class McpTasksConfig(TypedDict, total=False):
"""Settings for authenticated MCP elicitation tasks."""
poll_interval_ms: int
"""Suggested client polling interval, in milliseconds. Default 1000; range 100–60000."""
ttl_minutes: int
"""Maximum task lifetime, in minutes. Default 1440; range 1–10080."""
completed_grace_seconds: int
"""Result retention after completion, in seconds. Default 300; range 1–86400."""
allow_insecure_urls: bool
"""Allow HTTP elicitation URLs for development. Defaults to False; production URLs require HTTPS."""
class McpConfig(TypedDict, total=False):
tasks: McpTasksConfig
"""Polling, retention and URL settings for the MCP Tasks extension."""
class HttpConfig(TypedDict, total=False):
"""Configuration for the built-in HTTP server that powers your deployment's routes and endpoints."""
@@ -473,6 +491,8 @@ class HttpConfig(TypedDict, total=False):
Default is False.
"""
mcp: McpConfig
"""Optional. Configure the MCP Tasks extension for elicitation over protocol 2026-07-28."""
disable_a2a: bool
"""Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.
@@ -650,8 +670,7 @@ class Config(TypedDict, total=False):
pip_config_file: str | None
"""Optional. Path to a pip config file (e.g., "/etc/pip.conf" or "pip.ini") for controlling
package installation (custom indices, timeouts, etc.). The file is copied into the
generated image, so it must not contain credentials or other secrets.
package installation (custom indices, credentials, etc.).
Only relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.
"""
@@ -690,9 +709,6 @@ class Config(TypedDict, total=False):
- "." or "./src" if you have a local Python package
- str (aka "anthropic") for a PyPI package
- "git+https://github.com/org/repo.git@main" for a Git-based package
Git HTTP URLs must not contain userinfo such as a username or token. For private
dependencies, provide short-lived credentials through the build environment's
secret-backed Git credential helper.
Defaults to an empty list, meaning no additional packages installed beyond your base environment.
This field is not supported when `source.kind` is `uv`.
-10
View File
@@ -880,7 +880,6 @@ def python_config_to_docker_uv_lock(
_get_node_pm_install_cmd,
_get_pip_cleanup_lines,
_image_supports_uv,
_validate_git_http_url_userinfo_files,
docker_tag,
)
@@ -891,20 +890,11 @@ def python_config_to_docker_uv_lock(
)
config_root = config_path.parent.resolve()
source_root = config["source"].get("root", ".")
project_root = (config_root / source_root).resolve()
_validate_git_http_url_userinfo_files(
[project_root / "pyproject.toml", project_root / "uv.lock"]
)
install_cmd = "uv pip install --system"
_, global_reqs_pip_install, pip_config_file_str = _build_python_install_commands(
config, install_cmd
)
plan = _plan_uv_lock_workspace(config_path, config)
_validate_git_http_url_userinfo_files(
package.pyproject_path for package in plan.install_order
)
_update_uv_lock_graph_paths(config_path, config, plan)
for section, key in [
+42 -2
View File
@@ -28,7 +28,7 @@
"type": "null"
}
],
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, timeouts, etc.). The file is copied into the\ngenerated image, so it must not contain credentials or other secrets.\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, credentials, etc.).\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
},
"_INTERNAL_docker_tag": {
"anyOf": [
@@ -270,7 +270,7 @@
"type": "null"
}
],
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, timeouts, etc.). The file is copied into the\ngenerated image, so it must not contain credentials or other secrets.\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, credentials, etc.).\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
},
"_INTERNAL_docker_tag": {
"anyOf": [
@@ -1065,6 +1065,10 @@
],
"description": "Optional. Defines which headers are excluded from logging."
},
"mcp": {
"$ref": "#/$defs/McpConfig",
"description": "Optional. Configure the MCP Tasks extension for elicitation over protocol 2026-07-28."
},
"middleware_order": {
"anyOf": [
{
@@ -1170,6 +1174,42 @@
},
"required": []
},
"McpConfig": {
"title": "McpConfig",
"type": "object",
"properties": {
"tasks": {
"$ref": "#/$defs/McpTasksConfig",
"description": "Polling, retention and URL settings for the MCP Tasks extension."
}
},
"required": [],
"description": "dict() -> new empty dictionary\ndict(mapping) -> new dictionary initialized from a mapping object's\n (key, value) pairs\ndict(iterable) -> new dictionary initialized as if via:\n d = {}\n for k, v in iterable:\n d[k] = v\ndict(**kwargs) -> new dictionary initialized with the name=value pairs\n in the keyword argument list. For example: dict(one=1, two=2)"
},
"McpTasksConfig": {
"title": "McpTasksConfig",
"description": "Settings for authenticated MCP elicitation tasks.",
"type": "object",
"properties": {
"allow_insecure_urls": {
"type": "boolean",
"description": "Allow HTTP elicitation URLs for development. Defaults to False; production URLs require HTTPS."
},
"completed_grace_seconds": {
"type": "integer",
"description": "Result retention after completion, in seconds. Default 300; range 1\u201386400."
},
"poll_interval_ms": {
"type": "integer",
"description": "Suggested client polling interval, in milliseconds. Default 1000; range 100\u201360000."
},
"ttl_minutes": {
"type": "integer",
"description": "Maximum task lifetime, in minutes. Default 1440; range 1\u201310080."
}
},
"required": []
},
"UvSource": {
"title": "UvSource",
"description": "Deployment source rooted at a uv project or workspace.",
+42 -2
View File
@@ -28,7 +28,7 @@
"type": "null"
}
],
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, timeouts, etc.). The file is copied into the\ngenerated image, so it must not contain credentials or other secrets.\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, credentials, etc.).\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
},
"_INTERNAL_docker_tag": {
"anyOf": [
@@ -270,7 +270,7 @@
"type": "null"
}
],
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, timeouts, etc.). The file is copied into the\ngenerated image, so it must not contain credentials or other secrets.\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
"description": "Optional. Path to a pip config file (e.g., \"/etc/pip.conf\" or \"pip.ini\") for controlling\npackage installation (custom indices, credentials, etc.).\n\nOnly relevant if Python dependencies are installed via pip. If omitted, default pip settings are used.\n"
},
"_INTERNAL_docker_tag": {
"anyOf": [
@@ -1065,6 +1065,10 @@
],
"description": "Optional. Defines which headers are excluded from logging."
},
"mcp": {
"$ref": "#/$defs/McpConfig",
"description": "Optional. Configure the MCP Tasks extension for elicitation over protocol 2026-07-28."
},
"middleware_order": {
"anyOf": [
{
@@ -1170,6 +1174,42 @@
},
"required": []
},
"McpConfig": {
"title": "McpConfig",
"type": "object",
"properties": {
"tasks": {
"$ref": "#/$defs/McpTasksConfig",
"description": "Polling, retention and URL settings for the MCP Tasks extension."
}
},
"required": [],
"description": "dict() -> new empty dictionary\ndict(mapping) -> new dictionary initialized from a mapping object's\n (key, value) pairs\ndict(iterable) -> new dictionary initialized as if via:\n d = {}\n for k, v in iterable:\n d[k] = v\ndict(**kwargs) -> new dictionary initialized with the name=value pairs\n in the keyword argument list. For example: dict(one=1, two=2)"
},
"McpTasksConfig": {
"title": "McpTasksConfig",
"description": "Settings for authenticated MCP elicitation tasks.",
"type": "object",
"properties": {
"allow_insecure_urls": {
"type": "boolean",
"description": "Allow HTTP elicitation URLs for development. Defaults to False; production URLs require HTTPS."
},
"completed_grace_seconds": {
"type": "integer",
"description": "Result retention after completion, in seconds. Default 300; range 1\u201386400."
},
"poll_interval_ms": {
"type": "integer",
"description": "Suggested client polling interval, in milliseconds. Default 1000; range 100\u201360000."
},
"ttl_minutes": {
"type": "integer",
"description": "Maximum task lifetime, in minutes. Default 1440; range 1\u201310080."
}
},
"required": []
},
"UvSource": {
"title": "UvSource",
"description": "Deployment source rooted at a uv project or workspace.",
+31 -52
View File
@@ -320,31 +320,6 @@ def test_top_level_help_truncates_command_descriptions_to_single_line() -> None:
assert "[Beta] List LangSmith Deployments." in deploy_list_line
def test_deploy_missing_config_shows_actionable_error(tmp_path, monkeypatch) -> None:
runner = CliRunner()
monkeypatch.chdir(tmp_path)
result = runner.invoke(cli, ["deploy"])
assert result.exit_code == 1
assert "We couldn't find a langgraph.json file." in result.output
assert "Run `langgraph deploy` from the root" in result.output
assert "https://docs.langchain.com/langsmith/deployment-quickstart" in result.output
assert "Traceback" not in result.output
def test_deploy_missing_config_emits_json_error(tmp_path, monkeypatch) -> None:
runner = CliRunner()
monkeypatch.chdir(tmp_path)
result = runner.invoke(cli, ["deploy", "--json"])
assert result.exit_code == 1
events = [json.loads(line) for line in result.output.splitlines()]
assert events[-1]["event"] == "error"
assert "We couldn't find a langgraph.json file." in events[-1]["message"]
def test_dev_command_requires_ssl_certfile_and_keyfile_together(tmp_path) -> None:
config_path = tmp_path / "langgraph.json"
config_path.write_text(
@@ -382,18 +357,20 @@ def test_deploy_list_command(monkeypatch) -> None:
def list_deployments(self, name_contains: str = ""):
captured["name_contains"] = name_contains
return [
{
"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"},
},
]
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(deploy_module, "HostBackendClient", FakeClient)
@@ -433,7 +410,7 @@ def test_deploy_list_command_no_results(monkeypatch) -> None:
pass
def list_deployments(self, name_contains: str = ""):
return []
return {"resources": []}
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
@@ -466,18 +443,20 @@ def test_deploy_revisions_list_command(monkeypatch) -> None:
def list_revisions(self, deployment_id: str, limit: int = 1):
captured["deployment_id"] = deployment_id
captured["limit"] = str(limit)
return [
{
"id": "rev-123",
"status": "CREATING",
"created_at": "2023-11-07T05:31:56Z",
},
{
"id": "rev-456",
"status": "DEPLOYED",
"created_at": "2023-11-08T10:00:00Z",
},
]
return {
"resources": [
{
"id": "rev-123",
"status": "CREATING",
"created_at": "2023-11-07T05:31:56Z",
},
{
"id": "rev-456",
"status": "DEPLOYED",
"created_at": "2023-11-08T10:00:00Z",
},
]
}
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
@@ -518,7 +497,7 @@ def test_deploy_revisions_list_command_no_results(monkeypatch) -> None:
pass
def list_revisions(self, deployment_id: str, limit: int = 1):
return []
return {"resources": []}
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
@@ -551,7 +530,7 @@ def test_deploy_revisions_list_command_with_explicit_limit(monkeypatch) -> None:
def list_revisions(self, deployment_id: str, limit: int = 1):
captured["deployment_id"] = deployment_id
captured["limit"] = str(limit)
return []
return {"resources": []}
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
File diff suppressed because it is too large Load Diff
+1 -1
View File
@@ -12,5 +12,5 @@ def disable_analytics_env() -> None:
if "LANGGRAPH_CLI_NO_ANALYTICS" in os.environ:
print("⚠️ LANGGRAPH_CLI_NO_ANALYTICS is set. Overriding it for the test.")
with patch.dict(os.environ, {"LANGGRAPH_CLI_NO_ANALYTICS": "1"}):
with patch.dict(os.environ, {"LANGGRAPH_CLI_NO_ANALYTICS": "0"}):
yield
-237
View File
@@ -255,243 +255,6 @@ def test_validate_config():
)
@pytest.mark.parametrize(
"dependency",
[
"git+https://user:secret-token@github.com/org/private.git@main",
"private-package @ git+http://token@github.com/org/private.git",
"git+HTTPS://user%40example.com:secret%2Ftoken@github.com/org/private.git",
"git+https://${GIT_TOKEN}@github.com/org/private.git",
],
)
def test_validate_config_rejects_git_http_url_userinfo(dependency: str):
with pytest.raises(click.UsageError) as exc_info:
validate_config(
{
"python_version": "3.11",
"dependencies": [dependency],
"graphs": {"agent": "./agent.py:graph"},
}
)
message = str(exc_info.value)
assert "must not contain credentials or other URL userinfo" in message
assert "secret-token" not in message
assert "secret%2Ftoken" not in message
def test_validate_config_file_reports_source_for_git_http_url_userinfo(
tmp_path: pathlib.Path,
):
config_path = tmp_path / "langgraph.json"
config_path.write_text(
json.dumps(
{
"python_version": "3.11",
"dependencies": ["git+https://secret-token@github.com/org/private.git"],
"graphs": {"agent": "./agent.py:graph"},
}
)
)
with pytest.raises(click.UsageError) as exc_info:
validate_config_file(config_path)
message = str(exc_info.value)
assert "secret-token" not in message
assert f"Found in: {config_path.resolve()}" in message
@pytest.mark.parametrize(
"manifest", ["package.json", "package-lock.json", "yarn.lock", "pnpm-lock.yaml"]
)
def test_config_to_docker_rejects_git_http_url_userinfo_in_node_files(
tmp_path: pathlib.Path, manifest: str
):
config_path = tmp_path / "langgraph.json"
config_path.write_text("{}\n")
(tmp_path / "agent.js").write_text("export const graph = {};\n")
(tmp_path / "package.json").write_text('{"name":"agent"}\n')
(tmp_path / manifest).write_text(
'"priv": "git+https://user:secret-token@github.com/org/private.git"\n'
)
config = validate_config(
{
"node_version": "20",
"graphs": {"agent": "./agent.js:graph"},
}
)
with pytest.raises(click.UsageError) as exc_info:
config_to_docker(
config_path,
config,
base_image="langchain/langgraphjs-api",
)
message = str(exc_info.value)
assert "must not contain credentials or other URL userinfo" in message
assert "secret-token" not in message
assert f"Found in: {(tmp_path / manifest).resolve()}" in message
def test_config_to_docker_allows_node_git_urls_without_http_userinfo(
tmp_path: pathlib.Path,
):
config_path = tmp_path / "langgraph.json"
config_path.write_text("{}\n")
(tmp_path / "agent.js").write_text("export const graph = {};\n")
(tmp_path / "package.json").write_text(
'{"dependencies":{"public":"git+https://github.com/org/public.git"}}\n'
)
config = validate_config(
{
"node_version": "20",
"graphs": {"agent": "./agent.js:graph"},
}
)
docker, _ = config_to_docker(
config_path,
config,
base_image="langchain/langgraphjs-api",
)
assert f"ADD . /deps/{tmp_path.name}" in docker
def test_config_to_docker_rejects_git_http_url_userinfo_in_node_workspace(
tmp_path: pathlib.Path,
):
config_root = tmp_path / "apps" / "agent"
config_root.mkdir(parents=True)
config_path = config_root / "langgraph.json"
config_path.write_text("{}\n")
(config_root / "agent.js").write_text("export const graph = {};\n")
(config_root / "package.json").write_text(
'{"dependencies":{"priv":"git+https://secret-token@github.com/org/private.git"}}\n'
)
(tmp_path / "package.json").write_text('{"name":"workspace"}\n')
config = validate_config(
{
"node_version": "20",
"graphs": {"agent": "./agent.js:graph"},
}
)
with pytest.raises(click.UsageError) as exc_info:
config_to_docker(
config_path,
config,
base_image="langchain/langgraphjs-api",
build_context=str(tmp_path),
)
message = str(exc_info.value)
assert "secret-token" not in message
assert f"Found in: {(config_root / 'package.json').resolve()}" in message
@pytest.mark.parametrize(
"dependency",
[
"git+https://github.com/org/public.git@main",
"private-package @ git+https://github.com/org/private.git@main",
"git+ssh://git@github.com/org/private.git@main",
],
)
def test_validate_config_allows_git_urls_without_http_userinfo(dependency: str):
config = validate_config(
{
"python_version": "3.11",
"dependencies": [dependency],
"graphs": {"agent": "./agent.py:graph"},
}
)
assert config["dependencies"] == [dependency]
def test_config_to_docker_rejects_git_http_url_userinfo_in_requirements(
tmp_path: pathlib.Path,
):
config_path = tmp_path / "langgraph.json"
config_path.write_text("{}\n")
(tmp_path / "agent.py").write_text("graph = object()\n")
(tmp_path / "requirements.txt").write_text(
"private @ git+https://secret-token@github.com/org/private.git\n"
)
config = validate_config(
{
"python_version": "3.11",
"dependencies": ["."],
"graphs": {"agent": "./agent.py:graph"},
}
)
with pytest.raises(click.UsageError) as exc_info:
config_to_docker(
config_path,
config,
base_image="langchain/langgraph-api:0.2.47",
)
message = str(exc_info.value)
assert "must not contain credentials or other URL userinfo" in message
assert "secret-token" not in message
assert f"Found in: {(tmp_path / 'requirements.txt').resolve()}" in message
@pytest.mark.parametrize("manifest", ["pyproject.toml", "uv.lock"])
def test_config_to_docker_rejects_git_http_url_userinfo_in_uv_files(
tmp_path: pathlib.Path, manifest: str
):
config_path = tmp_path / "langgraph.json"
config_path.write_text("{}\n")
(tmp_path / "src").mkdir()
(tmp_path / "src" / "agent.py").write_text("graph = object()\n")
pyproject = textwrap.dedent(
"""
[project]
name = "agent"
version = "0.1.0"
dependencies = ["private"]
[tool.uv.sources]
private = { git = "https://github.com/org/private.git" }
"""
).strip()
uv_lock = "# uv lock file\n"
if manifest == "pyproject.toml":
pyproject = pyproject.replace(
"https://github.com", "https://secret-token@github.com"
)
else:
uv_lock += (
'source = { git = "https://secret-token@github.com/org/private.git" }\n'
)
(tmp_path / "pyproject.toml").write_text(pyproject + "\n")
(tmp_path / "uv.lock").write_text(uv_lock)
config = validate_config(
{
"python_version": "3.11",
"graphs": {"agent": "./src/agent.py:graph"},
"source": {"kind": "uv"},
}
)
with pytest.raises(click.UsageError) as exc_info:
config_to_docker(
config_path,
config,
base_image="langchain/langgraph-api:0.2.47",
)
message = str(exc_info.value)
assert "must not contain credentials or other URL userinfo" in message
assert "secret-token" not in message
def test_validate_config_image_distro():
"""Test validation of image_distro field."""
# Valid image_distro values should work
@@ -1,119 +0,0 @@
import json
from unittest.mock import Mock
import httpx
import pytest
from click.testing import CliRunner
import langgraph_cli.deploy as deploy
from langgraph_cli.cli import cli
from langgraph_cli.host_backend import HostBackendClient
@pytest.fixture
def deployment_api(monkeypatch, tmp_path):
monkeypatch.chdir(tmp_path)
monkeypatch.delenv("LANGSMITH_DEPLOYMENT_NAME", raising=False)
monkeypatch.setattr(deploy, "_emitter", None)
monkeypatch.setattr(deploy, "_no_input", False)
(tmp_path / "langgraph.json").write_text(
json.dumps({"dependencies": ["."], "graphs": {"agent": "./agent.py:graph"}})
)
(tmp_path / ".env").write_text("LANGSMITH_DEPLOYMENT_NAME=legacy\n")
requests = []
state = {"enabled": True, "resources": []}
def handler(request):
requests.append(request)
assert request.url.path == "/v2/deployments"
if request.method == "GET":
if not state["enabled"] and (
"agent_id" in request.url.params
or "agent_environment" in request.url.params
):
return httpx.Response(
400, text="Agent filters are not available for this tenant."
)
return httpx.Response(200, json={"resources": state["resources"]})
assert request.method == "POST"
return httpx.Response(200, json={"id": "runtime-id", "name": "server-name"})
client = HostBackendClient("https://api.example.com", "test-key")
client._client.close()
client._client = httpx.Client(
base_url="https://api.example.com",
transport=httpx.MockTransport(handler),
headers={"X-Api-Key": "test-key"},
)
monkeypatch.setattr(deploy, "_create_host_backend_client", lambda *a, **kw: client)
monkeypatch.setattr(deploy, "find_tracked_packages", lambda *a: [])
remote_build = Mock(return_value=deploy.BuildResult())
monkeypatch.setattr(deploy, "_run_remote_build", remote_build)
monkeypatch.setattr(deploy, "_resolve_build_mode", lambda flag, **kw: (flag, None))
yield state, requests, remote_build
client._client.close()
AGENT_ARGS = [
"deploy",
"--agent-id",
"customer-support",
"--agent-environment",
"staging",
"--remote",
"--no-wait",
"--no-input",
]
def test_agent_create(deployment_api, tmp_path, monkeypatch):
monkeypatch.setenv("LANGSMITH_DEPLOYMENT_NAME", "legacy")
_, requests, build = deployment_api
result = CliRunner().invoke(cli, AGENT_ARGS)
assert result.exit_code == 0, result.output
assert dict(requests[0].url.params) == {
"agent_id": "customer-support",
"agent_environment": "staging",
"limit": "100",
}
payload = json.loads(requests[1].content)
assert payload["agent"] == {
"agent_id": "customer-support",
"environment": "staging",
}
assert "name" not in payload
assert build.call_args.kwargs["deployment_id"] == "runtime-id"
assert "server-name" in result.output
assert (tmp_path / ".env").read_text() == "LANGSMITH_DEPLOYMENT_NAME=legacy\n"
def test_agent_update(deployment_api):
state, requests, build = deployment_api
state["resources"] = [{"id": "existing-id", "is_preview": False}]
result = CliRunner().invoke(cli, AGENT_ARGS)
assert result.exit_code == 0, result.output
assert len(requests) == 1
assert build.call_args.kwargs["deployment_id"] == "existing-id"
def test_agent_rejects_explicit_name(deployment_api, monkeypatch):
monkeypatch.setenv("LANGSMITH_DEPLOYMENT_NAME", "legacy")
_, requests, _ = deployment_api
result = CliRunner().invoke(cli, [*AGENT_ARGS, "--name", "legacy"])
assert result.exit_code == 2
assert "cannot be combined" in result.output
assert not requests
def test_agent_lookup_refuses_a_control_plane_that_ignores_the_filter(deployment_api):
state, requests, _ = deployment_api
state["resources"] = [
{"id": "someone-elses", "is_preview": False},
{"id": "another", "is_preview": False},
]
result = CliRunner().invoke(cli, AGENT_ARGS)
assert result.exit_code != 0
assert "does not filter deployments by agent" in result.output
assert len(requests) == 1
+57 -529
View File
@@ -13,17 +13,6 @@ import pytest
import langgraph_cli.deploy as deploy_mod
from langgraph_cli.deploy import (
ById,
ByName,
CustomerRegistrySource,
DockerBuildCommand,
ExistingDeployment,
Listener,
ManagedRegistrySource,
OnListener,
RemoteBuildSource,
RequestedPlacement,
Unplaced,
_call_host_backend_with_optional_tenant,
_create_host_backend_client,
_docker_config_for_token,
@@ -32,14 +21,12 @@ from langgraph_cli.deploy import (
_parse_env_from_config,
_resolve_env_path,
_resolve_pushed_image_digest,
_select_source,
_smith_dashboard_base_url,
_validate_prebuilt_image,
find_deployment_by_name,
normalize_image_tag,
normalize_name,
)
from langgraph_cli.host_backend import HostBackendClient, HostBackendError
from langgraph_cli.image_reference import ImageReference
class TestDockerConfigForToken:
@@ -272,29 +259,31 @@ class TestEnvWithoutDeploymentName:
class TestCallHostBackendWithOptionalTenant:
def _make_client(self, handler):
c = HostBackendClient(
"https://api.example.com",
"test-key",
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 = 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={"resources": [{"id": "dep-1"}]})
)
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 == [{"id": "dep-1"}]
assert result == {"ok": True}
def test_403_not_enabled_gives_actionable_error(self):
detail = (
@@ -345,6 +334,7 @@ class TestCallHostBackendWithOptionalTenant:
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(
@@ -550,226 +540,60 @@ class TestCreateHostBackendClientNoInput:
assert client is not None
class TestCreateHostBackendClientEndpoint:
def test_langsmith_endpoint_from_project_env_selects_self_hosted_control_plane(
self, monkeypatch
):
monkeypatch.setenv("LANGSMITH_API_KEY", "lsv2_test")
monkeypatch.delenv("LANGSMITH_ENDPOINT", raising=False)
class TestSmithDashboardBaseUrl:
def test_none_returns_default(self):
assert _smith_dashboard_base_url(None) == "https://smith.langchain.com"
client = _create_host_backend_client(
host_url=None,
api_key=None,
env_vars={"LANGSMITH_ENDPOINT": "https://smith.example.com/api/v1"},
def test_empty_returns_default(self):
assert _smith_dashboard_base_url("") == "https://smith.langchain.com"
def test_prod_host_url(self):
assert (
_smith_dashboard_base_url("https://api.host.langchain.com")
== "https://smith.langchain.com"
)
assert client.base_url == "https://smith.example.com/api-host"
def test_explicit_host_url_wins_over_langsmith_endpoint(self, monkeypatch):
monkeypatch.setenv("LANGSMITH_API_KEY", "lsv2_test")
monkeypatch.setenv("LANGSMITH_ENDPOINT", "https://smith.example.com/api/v1")
client = _create_host_backend_client(
host_url="https://custom.host.com", api_key=None, env_vars={}
def test_dev_host_url(self):
assert (
_smith_dashboard_base_url("https://dev.api.host.langchain.com")
== "https://dev.smith.langchain.com"
)
assert client.base_url == "https://custom.host.com"
class TestDockerBuildCommand:
@pytest.mark.parametrize(
("machine", "verbose", "expected"),
[
pytest.param(
"x86_64",
False,
DockerBuildCommand(("docker", "build"), ()),
id="amd64_host_builds_natively",
),
pytest.param(
"arm64",
False,
DockerBuildCommand(
("docker", "buildx", "build"),
("--platform", "linux/amd64", "--load", "--progress=quiet"),
),
id="other_hosts_cross_build_quietly",
),
pytest.param(
"arm64",
True,
DockerBuildCommand(
("docker", "buildx", "build"),
("--platform", "linux/amd64", "--load"),
),
id="verbose_cross_build_keeps_progress_output",
),
],
)
def test_for_host_targets_the_deployment_platform(self, machine, verbose, expected):
assert DockerBuildCommand.for_host(machine, verbose=verbose) == expected
class TestSelectSource:
OPTIONS = {
"push_to": None,
"image": None,
"image_name": None,
"tag": None,
"remote_build_flag": None,
"placement": RequestedPlacement(),
"selector": ByName("my-app"),
}
REPOSITORY = "registry.example.com/app"
@pytest.mark.parametrize(
("flags", "docker_available", "expected"),
[
pytest.param(
{"push_to": REPOSITORY},
True,
CustomerRegistrySource(
reference=ImageReference(REPOSITORY, "latest"),
prebuilt_image=None,
requested_placement=RequestedPlacement(),
),
id="push_to_selects_the_external_source_with_the_default_tag",
),
pytest.param(
{"push_to": f"{REPOSITORY}:v2"},
True,
CustomerRegistrySource(
reference=ImageReference(REPOSITORY, "v2"),
prebuilt_image=None,
requested_placement=RequestedPlacement(),
),
id="push_to_keeps_a_tag_given_in_the_reference",
),
pytest.param(
{"push_to": REPOSITORY, "tag": "v3"},
True,
CustomerRegistrySource(
reference=ImageReference(REPOSITORY, "v3"),
prebuilt_image=None,
requested_placement=RequestedPlacement(),
),
id="tag_flag_composes_with_push_to",
),
pytest.param(
{"push_to": REPOSITORY, "image": "app:dev"},
False,
CustomerRegistrySource(
reference=ImageReference(REPOSITORY, "latest"),
prebuilt_image="app:dev",
requested_placement=RequestedPlacement(),
),
id="prebuilt_image_is_retagged_for_push_to_without_docker_checks",
),
pytest.param(
{
"push_to": REPOSITORY,
"placement": RequestedPlacement("listener-1", "agents"),
},
True,
CustomerRegistrySource(
reference=ImageReference(REPOSITORY, "latest"),
prebuilt_image=None,
requested_placement=RequestedPlacement("listener-1", "agents"),
),
id="push_to_carries_the_requested_placement",
),
pytest.param(
{"remote_build_flag": True},
True,
RemoteBuildSource(),
id="remote_flag_selects_the_source_upload",
),
pytest.param(
{},
False,
RemoteBuildSource(),
id="no_local_docker_falls_back_to_the_source_upload",
),
pytest.param(
{},
True,
ManagedRegistrySource(
prebuilt_image=None, image_name=None, tag="latest"
),
id="local_docker_selects_the_internal_docker_source",
),
pytest.param(
{"image": "app:dev", "tag": "v1"},
False,
ManagedRegistrySource(
prebuilt_image="app:dev", image_name=None, tag="v1"
),
id="prebuilt_image_forces_the_internal_docker_source",
),
],
)
def test_flags_select_one_source(
self, monkeypatch, mocker, flags, docker_available, expected
):
mocker.patch(
"langgraph_cli.deploy._get_emitter", return_value=mocker.MagicMock()
)
monkeypatch.setattr(
deploy_mod,
"can_build_locally",
lambda: (True, None) if docker_available else (False, "Docker is required"),
def test_eu_host_url(self):
assert (
_smith_dashboard_base_url("https://eu.api.host.langchain.com")
== "https://eu.smith.langchain.com"
)
assert _select_source(**{**self.OPTIONS, **flags}) == expected
def test_push_to_build_requires_local_docker(self, monkeypatch):
monkeypatch.setattr(
deploy_mod, "can_build_locally", lambda: (False, "Docker is required")
def test_staging_host_url(self):
assert (
_smith_dashboard_base_url("https://staging.api.host.langchain.com")
== "https://staging.smith.langchain.com"
)
with pytest.raises(click.UsageError, match="Docker is required"):
_select_source(**{**self.OPTIONS, "push_to": self.REPOSITORY})
def test_localhost(self):
assert (
_smith_dashboard_base_url("http://localhost:8080")
== "http://localhost:8080"
)
@pytest.mark.parametrize(
("flags", "message"),
[
pytest.param(
{"push_to": REPOSITORY, "remote_build_flag": True},
"--push-to cannot be combined with --remote.",
id="push_to_with_remote",
),
pytest.param(
{"push_to": f"{REPOSITORY}:v1", "tag": "v2"},
"already includes a tag",
id="push_to_with_a_tag_and_the_tag_flag",
),
pytest.param(
{"push_to": f"{REPOSITORY}@sha256:abc"},
"not a digest",
id="push_to_with_a_digest",
),
pytest.param(
{"image": "app:dev", "remote_build_flag": True},
"--image cannot be combined with --remote builds.",
id="image_with_remote",
),
pytest.param(
{"placement": RequestedPlacement(listener_id="listener-1")},
"only apply when creating a deployment with --push-to",
id="listener_without_push_to",
),
pytest.param(
{"placement": RequestedPlacement(k8s_namespace="agents")},
"only apply when creating a deployment with --push-to",
id="namespace_without_push_to",
),
],
)
def test_conflicting_flags_are_rejected(self, monkeypatch, flags, message):
monkeypatch.setattr(deploy_mod, "can_build_locally", lambda: (True, None))
def test_localhost_trailing_slash(self):
assert (
_smith_dashboard_base_url("http://localhost:8080/")
== "http://localhost:8080"
)
with pytest.raises(click.UsageError, match=message):
_select_source(**{**self.OPTIONS, **flags})
def test_127_0_0_1(self):
assert (
_smith_dashboard_base_url("http://127.0.0.1:3000")
== "http://127.0.0.1:3000"
)
def test_unknown_domain_returns_default(self):
assert (
_smith_dashboard_base_url("https://custom.example.com")
== "https://smith.langchain.com"
)
class TestResolvePushedImageDigest:
@@ -820,16 +644,6 @@ class TestResolvePushedImageDigest:
)
assert out == "us-central1-docker.pkg.dev/proj/repo@sha256:abc123"
def test_registry_port_without_tag_still_resolves_the_digest(self):
runner = self._runner('["localhost:5000/repo@sha256:abc123"]')
out = _resolve_pushed_image_digest(
runner,
remote_image="localhost:5000/repo",
docker_config_dir=None,
verbose=False,
)
assert out == "localhost:5000/repo@sha256:abc123"
def test_empty_repodigests_falls_back_with_warning(self, mocker):
emitter = mocker.MagicMock()
mocker.patch("langgraph_cli.deploy._get_emitter", return_value=emitter)
@@ -933,289 +747,3 @@ class TestResolvePushedImageDigest:
frame_locals = captured["coro"].cr_frame.f_locals
assert "--config" not in frame_locals["args"]
captured["coro"].close()
class TestListener:
@pytest.mark.parametrize(
("resource", "expected"),
[
pytest.param(
{
"id": "listener-1",
"compute_id": "prod-cluster",
"compute_config": {"k8s_namespaces": ["agents", "agents-staging"]},
},
Listener("listener-1", "prod-cluster", ("agents", "agents-staging")),
id="reads_id_cluster_and_namespaces",
),
pytest.param(
{"id": "listener-1", "compute_id": "c", "compute_config": {}},
Listener("listener-1", "c", ()),
id="missing_namespaces",
),
pytest.param(
{"id": "listener-1", "compute_id": "c", "compute_config": None},
Listener("listener-1", "c", ()),
id="null_compute_config",
),
pytest.param(
{"id": "listener-1"},
Listener("listener-1", "", ()),
id="only_an_id",
),
],
)
def test_from_resource_reads_the_control_plane_shape(self, resource, expected):
assert Listener.from_resource(resource) == expected
ONE_NAMESPACE = Listener("listener-1", "prod-cluster", ("agents",))
TWO_NAMESPACES = Listener("listener-2", "multi-cluster", ("agents", "agents-staging"))
NO_NAMESPACE = Listener("listener-3", "broken-cluster", ())
class TestRequestedPlacement:
@pytest.mark.parametrize(
("request_", "listeners", "expected"),
[
pytest.param(
RequestedPlacement(), (), Unplaced(), id="no_listeners_no_request"
),
pytest.param(
RequestedPlacement(),
(ONE_NAMESPACE,),
OnListener("listener-1", "agents"),
id="uses_the_only_possible_answer",
),
pytest.param(
RequestedPlacement(k8s_namespace="agents-staging"),
(TWO_NAMESPACES,),
OnListener("listener-2", "agents-staging"),
id="namespace_alone_picks_the_only_listener",
),
],
)
def test_resolves_to_a_placement(self, request_, listeners, expected):
assert request_.among(listeners) == expected
@pytest.mark.parametrize(
("request_", "listeners", "message"),
[
pytest.param(
RequestedPlacement(listener_id="listener-1"),
(),
"no listeners",
id="workspace_has_no_listeners",
),
pytest.param(
RequestedPlacement(),
(ONE_NAMESPACE, TWO_NAMESPACES),
"--listener-id",
id="several_listeners_need_a_choice",
),
pytest.param(
RequestedPlacement(k8s_namespace="agents"),
(ONE_NAMESPACE, TWO_NAMESPACES),
"--listener-id",
id="namespace_alone_is_ambiguous_with_several_listeners",
),
pytest.param(
RequestedPlacement(k8s_namespace="agents"),
(),
"no listeners",
id="namespace_without_any_listener",
),
pytest.param(
RequestedPlacement(),
(TWO_NAMESPACES,),
"--k8s-namespace",
id="several_namespaces_need_a_choice",
),
],
)
def test_refuses_and_names_the_choices(self, request_, listeners, message):
with pytest.raises(click.UsageError, match=message):
request_.among(listeners)
def test_the_error_lists_every_listener_with_its_cluster_and_namespaces(self):
with pytest.raises(click.UsageError) as error:
RequestedPlacement().among((ONE_NAMESPACE, TWO_NAMESPACES))
assert "listener-1" in error.value.message
assert "prod-cluster" in error.value.message
assert "agents-staging" in error.value.message
@pytest.mark.parametrize(
("placement", "expected"),
[
pytest.param(Unplaced(), {}, id="unplaced_adds_nothing"),
pytest.param(
OnListener("listener-1", "agents"),
{
"listener_id": "listener-1",
"listener_config": {"k8s_namespace": "agents"},
},
id="placed_carries_listener_and_namespace",
),
],
)
def test_source_config_matches_the_control_plane_shape(self, placement, expected):
assert placement.source_config() == expected
def test_finding_a_deployment_by_name_narrows_the_search_for_every_server_version():
seen: dict = {}
def handler(req: httpx.Request) -> httpx.Response:
seen["params"] = dict(req.url.params)
return httpx.Response(
200,
json={"resources": [{"id": "dep-1", "name": "agent", "source": "github"}]},
)
client = HostBackendClient(
"https://api.example.com", "key", transport=httpx.MockTransport(handler)
)
found = find_deployment_by_name(client, "agent")
assert seen["params"] == {
"name": "agent",
"name_contains": "agent",
"limit": "100",
}
assert found == ExistingDeployment("dep-1", "github")
def test_a_server_that_ignores_the_exact_name_filter_never_matches_another_deployment():
client = HostBackendClient(
"https://api.example.com",
"key",
transport=httpx.MockTransport(
lambda req: httpx.Response(
200,
json={
"resources": [
{
"id": "dep-other",
"name": "another-teams-agent",
"source": "external_docker",
}
]
},
)
),
)
assert find_deployment_by_name(client, "brand-new-agent") is None
def test_a_full_page_without_a_match_refuses_to_claim_the_name_is_free():
page = [
{"id": f"dep-{index}", "name": f"other-agent-{index}"} for index in range(100)
]
client = HostBackendClient(
"https://api.example.com",
"key",
transport=httpx.MockTransport(
lambda req: httpx.Response(200, json={"resources": page})
),
)
with pytest.raises(click.ClickException, match="--deployment-id"):
find_deployment_by_name(client, "brand-new-agent")
def test_a_partial_page_without_a_match_means_the_name_is_free():
client = HostBackendClient(
"https://api.example.com",
"key",
transport=httpx.MockTransport(
lambda req: httpx.Response(
200, json={"resources": [{"id": "dep-1", "name": "other"}]}
)
),
)
assert find_deployment_by_name(client, "brand-new-agent") is None
@pytest.mark.parametrize(
"resource",
[
pytest.param({"compute_id": "c"}, id="no_id"),
pytest.param({"id": ""}, id="empty_id"),
],
)
def test_a_listener_without_an_id_is_refused(resource):
with pytest.raises(HostBackendError, match="without an id"):
Listener.from_resource(resource)
def test_a_deployment_id_with_listener_flags_is_refused_without_probing_docker(
monkeypatch,
):
def explode() -> tuple[bool, str | None]:
raise AssertionError("docker must not be probed for an argv-only conflict")
monkeypatch.setattr(deploy_mod, "can_build_locally", explode)
with pytest.raises(click.UsageError, match="--deployment-id"):
_select_source(
push_to="registry.example.com/app",
image=None,
image_name=None,
tag=None,
remote_build_flag=None,
placement=RequestedPlacement(listener_id="listener-1"),
selector=ById("dep-1"),
)
class TestPlacementOnAKnownListener:
@pytest.mark.parametrize(
("request_", "listener", "expected"),
[
pytest.param(
RequestedPlacement(listener_id="listener-1"),
ONE_NAMESPACE,
OnListener("listener-1", "agents"),
id="the_only_namespace_is_used",
),
pytest.param(
RequestedPlacement(listener_id="listener-2", k8s_namespace="agents"),
TWO_NAMESPACES,
OnListener("listener-2", "agents"),
id="the_chosen_namespace_is_used",
),
],
)
def test_places_on_the_listener(self, request_, listener, expected):
assert request_.on(listener) == expected
@pytest.mark.parametrize(
("request_", "listener", "message"),
[
pytest.param(
RequestedPlacement(listener_id="listener-2"),
TWO_NAMESPACES,
"--k8s-namespace",
id="several_namespaces_need_a_choice",
),
pytest.param(
RequestedPlacement(listener_id="listener-2", k8s_namespace="nope"),
TWO_NAMESPACES,
"does not serve namespace",
id="unknown_namespace",
),
pytest.param(
RequestedPlacement(listener_id="listener-3"),
NO_NAMESPACE,
"serves no namespaces",
id="listener_without_namespaces",
),
],
)
def test_refuses_and_names_the_namespaces(self, request_, listener, message):
with pytest.raises(click.UsageError, match=message):
request_.on(listener)
+148 -535
View File
@@ -3,16 +3,29 @@ import json
import httpx
import pytest
from langgraph_cli.host_backend import (
ControlPlaneEndpoints,
HostBackendClient,
HostBackendError,
)
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 c.base_url == "https://api.example.com"
assert str(c._client.base_url) == "https://api.example.com"
def test_constructor_empty_url_raises():
@@ -26,8 +39,12 @@ def test_request_sends_headers():
assert req.headers["accept"] == "application/json"
return httpx.Response(200, json={"ok": True})
c = HostBackendClient(
"https://api.example.com", "test-key", transport=httpx.MockTransport(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,
)
result = c._request("GET", "/test")
assert result == {"ok": True}
@@ -39,8 +56,12 @@ def test_request_sends_json_payload():
assert req.content == b'{"key":"value"}'
return httpx.Response(200, json={"created": True})
c = HostBackendClient(
"https://api.example.com", "test-key", transport=httpx.MockTransport(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,
)
result = c._request("POST", "/test", {"key": "value"})
assert result == {"created": True}
@@ -48,13 +69,25 @@ def test_request_sends_json_payload():
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", transport=transport)
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", transport=transport)
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")
@@ -63,7 +96,13 @@ 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", transport=transport)
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")
@@ -72,20 +111,84 @@ 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", transport=httpx.MockTransport(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,
)
with pytest.raises(HostBackendError, match="connection refused"):
c._request("GET", "/test")
def test_create_deployment(client):
result = client.create_deployment(
name="my-deploy", deployment_type="dev", source="internal_docker"
)
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 _capturing_client(captured: dict) -> HostBackendClient:
def handler(req: httpx.Request) -> httpx.Response:
captured["body"] = req.read()
return httpx.Response(200, json={"ok": True})
c = HostBackendClient(
"https://api.example.com", "key", transport=httpx.MockTransport(handler)
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,
)
return c
@@ -96,7 +199,6 @@ def test_update_deployment_forwards_tracked_packages():
c.update_deployment(
"dep-123",
"image:latest",
revision_source="internal_docker",
tracked_packages=["google-adk:1.0.0"],
)
body = json.loads(captured["body"])
@@ -107,7 +209,7 @@ def test_update_deployment_forwards_tracked_packages():
def test_update_deployment_omits_tracked_packages_when_absent():
captured: dict = {}
c = _capturing_client(captured)
c.update_deployment("dep-123", "image:latest", revision_source="internal_docker")
c.update_deployment("dep-123", "image:latest")
body = json.loads(captured["body"])
assert "tracked_packages" not in body
@@ -139,14 +241,33 @@ def test_update_deployment_internal_source_omits_tracked_packages_when_absent():
assert "tracked_packages" not in body
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", transport=httpx.MockTransport(handler)
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"}]}
@@ -157,520 +278,12 @@ def test_get_deploy_logs_specific_revision():
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", transport=httpx.MockTransport(handler)
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": []}
def _routing_client(seen: dict) -> HostBackendClient:
def handler(req: httpx.Request) -> httpx.Response:
seen["method"] = req.method
seen["url"] = str(req.url)
return httpx.Response(200, json={"ok": True})
c = HostBackendClient(
"https://api.example.com/prefix", "key", transport=httpx.MockTransport(handler)
)
return c
@pytest.mark.parametrize(
("call", "expected_body"),
[
pytest.param(
lambda c: c.create_deployment(
name="my-deploy",
source="internal_docker",
source_config={"deployment_type": "dev"},
source_revision_config={},
),
{
"name": "my-deploy",
"source": "internal_docker",
"source_config": {"deployment_type": "dev"},
"source_revision_config": {},
},
id="internal_docker_create_omits_secrets_key_when_not_given",
),
pytest.param(
lambda c: c.create_deployment(
name="my-deploy",
source="internal_docker",
source_config={"deployment_type": "prod"},
source_revision_config={},
secrets=[{"name": "KEY", "value": "val"}],
),
{
"name": "my-deploy",
"source": "internal_docker",
"source_config": {"deployment_type": "prod"},
"source_revision_config": {},
"secrets": [{"name": "KEY", "value": "val"}],
},
id="internal_docker_create_forwards_secrets",
),
pytest.param(
lambda c: c.update_deployment(
"dep-123",
"registry.example.com/app@sha256:abc",
revision_source="internal_docker",
secrets=[{"name": "KEY", "value": "val"}],
),
{
"revision_source": "internal_docker",
"source_revision_config": {
"image_uri": "registry.example.com/app@sha256:abc"
},
"secrets": [{"name": "KEY", "value": "val"}],
},
id="internal_docker_revision_names_its_source",
),
pytest.param(
lambda c: c.update_deployment_internal_source(
"dep-123",
source_tarball_path="tarballs/src.tgz",
config_path="langgraph.json",
secrets=[],
install_command="yarn install",
build_command="yarn build",
),
{
"revision_source": "internal_source",
"source_revision_config": {
"source_tarball_path": "tarballs/src.tgz",
"langgraph_config_path": "langgraph.json",
},
"source_config": {
"install_command": "yarn install",
"build_command": "yarn build",
},
"secrets": [],
},
id="internal_source_revision_sends_js_build_commands",
),
pytest.param(
lambda c: c.update_deployment_internal_source(
"dep-123",
source_tarball_path="tarballs/src.tgz",
config_path="langgraph.json",
),
{
"revision_source": "internal_source",
"source_revision_config": {
"source_tarball_path": "tarballs/src.tgz",
"langgraph_config_path": "langgraph.json",
},
},
id="internal_source_revision_omits_source_config_without_commands",
),
pytest.param(
lambda c: c.create_deployment(
name="agent",
source="external_docker",
source_config={"resource_spec": {}},
source_revision_config={
"image_uri": "registry.example.com/agent@sha256:1"
},
secrets=[],
),
{
"name": "agent",
"source": "external_docker",
"source_config": {"resource_spec": {}},
"source_revision_config": {
"image_uri": "registry.example.com/agent@sha256:1"
},
"secrets": [],
},
id="create_sends_the_source_configs_as_given",
),
pytest.param(
lambda c: c.update_deployment(
"dep-1", "registry.example.com/agent@sha256:2", revision_source=None
),
{
"source_revision_config": {
"image_uri": "registry.example.com/agent@sha256:2"
}
},
id="revision_without_source_override_omits_revision_source",
),
pytest.param(
lambda c: c.update_deployment(
"dep-1",
"registry.example.com/agent@sha256:2",
revision_source="internal_docker",
tracked_packages=["langgraph:1.0.0"],
),
{
"revision_source": "internal_docker",
"source_revision_config": {
"image_uri": "registry.example.com/agent@sha256:2"
},
"tracked_packages": ["langgraph:1.0.0"],
},
id="revision_with_source_override_names_it",
),
],
)
def test_request_body_matches_control_plane_contract(call, expected_body):
captured: dict = {}
call(_capturing_client(captured))
assert json.loads(captured["body"]) == expected_body
@pytest.mark.parametrize(
("call", "method", "route"),
[
pytest.param(
lambda c: c.create_deployment(
name="n",
source="internal_docker",
source_config={"deployment_type": "dev"},
source_revision_config={},
),
"POST",
"/v2/deployments",
id="create_deployment",
),
pytest.param(
lambda c: c.get_deployment("dep-1"),
"GET",
"/v2/deployments/dep-1",
id="get_deployment",
),
pytest.param(
lambda c: c.delete_deployment("dep-1"),
"DELETE",
"/v2/deployments/dep-1",
id="delete_deployment",
),
pytest.param(
lambda c: c.update_deployment("dep-1", "img", revision_source=None),
"PATCH",
"/v2/deployments/dep-1",
id="patch_deployment",
),
pytest.param(
lambda c: c.request_push_token("dep-1"),
"POST",
"/v2/deployments/dep-1/push-token",
id="push_token",
),
pytest.param(
lambda c: c.request_upload_url("dep-1"),
"POST",
"/v2/deployments/dep-1/upload-url",
id="upload_url",
),
pytest.param(
lambda c: c.list_revisions("dep-1", limit=5),
"GET",
"/v2/deployments/dep-1/revisions?limit=5",
id="list_revisions_puts_limit_in_query",
),
pytest.param(
lambda c: c.get_revision("dep-1", "rev-2"),
"GET",
"/v2/deployments/dep-1/revisions/rev-2",
id="get_revision",
),
pytest.param(
lambda c: c.get_build_logs("dep-1", "rev-2", {"limit": 10}),
"POST",
"/v1/projects/dep-1/revisions/rev-2/build_logs",
id="build_logs",
),
],
)
def test_request_targets_control_plane_route_under_base_url(call, method, route):
seen: dict = {}
call(_routing_client(seen))
assert (seen["method"], seen["url"]) == (
method,
f"https://api.example.com/prefix{route}",
)
def test_injected_transport_receives_requests_under_the_prefixed_base_url():
seen: dict = {}
def handler(req: httpx.Request) -> httpx.Response:
seen["url"] = str(req.url)
seen["api_key"] = req.headers["x-api-key"]
return httpx.Response(200, json={"ok": True})
c = HostBackendClient(
"https://smith.example.com/api-host",
"key",
transport=httpx.MockTransport(handler),
)
assert c.list_revisions("dep-1", limit=2) == []
assert seen == {
"url": "https://smith.example.com/api-host/v2/deployments/dep-1/revisions?limit=2",
"api_key": "key",
}
CLOUD = ("https://api.host.langchain.com", "https://smith.langchain.com")
@pytest.mark.parametrize(
("host_url", "langsmith_endpoint", "expected"),
[
pytest.param(None, None, CLOUD, id="nothing_configured_targets_cloud"),
pytest.param(
None, "https://api.smith.langchain.com", CLOUD, id="cloud_langsmith_api"
),
pytest.param(
None,
"https://api.smith.langchain.com/api/v1",
CLOUD,
id="cloud_langsmith_api_with_versioned_path",
),
pytest.param(
None, "https://api.langchain.com", CLOUD, id="cloud_langchain_api_alias"
),
pytest.param(
None,
"https://xapi.smith.langchain.com",
CLOUD,
id="lookalike_cloud_host_is_not_rewritten_into_a_control_plane",
),
pytest.param(
None,
"https://eu.api.smith.langchain.com",
("https://eu.api.host.langchain.com", "https://eu.smith.langchain.com"),
id="eu_cloud_maps_to_eu_control_plane",
),
pytest.param(
None,
"https://dev.api.smith.langchain.com",
("https://dev.api.host.langchain.com", "https://dev.smith.langchain.com"),
id="dev_cloud_maps_to_dev_control_plane",
),
pytest.param(
None,
"https://aks.smith.langchain.dev/api",
(
"https://aks.smith.langchain.dev/api-host",
"https://aks.smith.langchain.dev",
),
id="self_hosted_api_path_becomes_api_host",
),
pytest.param(
None,
"https://smith.example.com/api/v1",
("https://smith.example.com/api-host", "https://smith.example.com"),
id="self_hosted_versioned_api_path_becomes_api_host",
),
pytest.param(
None,
"https://smith.example.com",
("https://smith.example.com/api-host", "https://smith.example.com"),
id="self_hosted_origin_gets_api_host_appended",
),
pytest.param(
None,
"https://corp.example.com/langsmith/api/v1",
(
"https://corp.example.com/langsmith/api-host",
"https://corp.example.com/langsmith",
),
id="self_hosted_path_prefix_is_kept",
),
pytest.param(
"https://custom.host.example",
"https://aks.smith.langchain.dev/api",
("https://custom.host.example", "https://smith.langchain.com"),
id="explicit_host_url_beats_langsmith_endpoint",
),
pytest.param(
"https://api.host.langchain.com",
"https://aks.smith.langchain.dev/api",
CLOUD,
id="explicit_cloud_host_url_beats_self_hosted_endpoint",
),
pytest.param(
"https://smith.example.com/api-host/",
None,
("https://smith.example.com/api-host", "https://smith.example.com"),
id="explicit_api_host_url_derives_dashboard_root",
),
pytest.param(
"https://corp.example.com/langsmith/api-host",
None,
(
"https://corp.example.com/langsmith/api-host",
"https://corp.example.com/langsmith",
),
id="explicit_api_host_url_keeps_path_prefix_in_dashboard",
),
pytest.param(
"http://localhost:8080",
None,
("http://localhost:8080", "http://localhost:8080"),
id="localhost_dashboard_is_the_same_origin",
),
pytest.param(
"http://localhost:8080/api-host",
None,
("http://localhost:8080/api-host", "http://localhost:8080"),
id="localhost_api_host_dashboard_is_the_origin",
),
pytest.param(
"https://eu.api.host.langchain.com",
None,
("https://eu.api.host.langchain.com", "https://eu.smith.langchain.com"),
id="regional_control_plane_maps_to_regional_dashboard",
),
],
)
def test_control_plane_endpoints_resolve(host_url, langsmith_endpoint, expected):
endpoints = ControlPlaneEndpoints.resolve(host_url, langsmith_endpoint)
assert (endpoints.control_plane_url, endpoints.dashboard_url) == expected
@pytest.mark.parametrize(
("payload", "expected"),
[
pytest.param(
{"resources": [{"id": "a"}, {"id": "b"}]},
[{"id": "a"}, {"id": "b"}],
id="list_returns_the_resources",
),
pytest.param({"resources": []}, [], id="empty_list"),
pytest.param({}, [], id="missing_key"),
pytest.param({"resources": None}, [], id="null_resources"),
pytest.param(
{"resources": ["nope", {"id": "a"}]}, [{"id": "a"}], id="skips_non_objects"
),
pytest.param([], [], id="unexpected_envelope"),
],
)
def test_list_endpoints_return_resource_objects(payload, expected):
def handler(req: httpx.Request) -> httpx.Response:
return httpx.Response(200, json=payload)
c = HostBackendClient(
"https://api.example.com", "key", transport=httpx.MockTransport(handler)
)
assert c.list_deployments() == expected
def test_list_listeners_asks_for_a_full_page():
seen: dict = {}
def handler(req: httpx.Request) -> httpx.Response:
seen["url"] = str(req.url)
return httpx.Response(200, json={"resources": [{"id": "listener-1"}]})
c = HostBackendClient(
"https://api.example.com", "key", transport=httpx.MockTransport(handler)
)
assert c.list_listeners() == [{"id": "listener-1"}]
assert seen["url"] == "https://api.example.com/v2/listeners?limit=100"
@pytest.mark.parametrize(
("control_plane_url", "expected"),
[
pytest.param("https://api.host.langchain.com", True, id="cloud"),
pytest.param("https://eu.api.host.langchain.com", True, id="cloud_region"),
pytest.param("https://dev.api.host.langchain.com", True, id="cloud_dev"),
pytest.param("https://smith.example.com/api-host", False, id="self_hosted"),
pytest.param(
"https://corp.example.com/langsmith/api-host",
False,
id="self_hosted_prefix",
),
pytest.param("http://localhost:8080/api-host", False, id="local"),
pytest.param(
"https://evil-api.host.langchain.com", False, id="lookalike_needs_a_dot"
),
],
)
def test_is_cloud_recognises_the_managed_control_plane(control_plane_url, expected):
endpoints = ControlPlaneEndpoints.from_control_plane_url(control_plane_url)
assert endpoints.is_cloud is expected
@pytest.mark.parametrize(
("call", "expected_params"),
[
pytest.param(
lambda c: c.list_deployments(name="agent"),
{"name": "agent"},
id="exact_name_filters_server_side",
),
pytest.param(
lambda c: c.list_deployments(name_contains="age"),
{"name_contains": "age"},
id="substring_search_keeps_its_own_parameter",
),
pytest.param(
lambda c: c.list_deployments(),
{},
id="no_filter_sends_no_parameters",
),
pytest.param(
lambda c: c.list_deployments(
name="agent", name_contains="agent", limit=100
),
{"name": "agent", "name_contains": "agent", "limit": "100"},
id="both_filters_travel_together_for_older_servers",
),
],
)
def test_list_deployments_sends_one_name_filter(call, expected_params):
seen: dict = {}
def handler(req: httpx.Request) -> httpx.Response:
seen.update(dict(req.url.params))
return httpx.Response(200, json={"resources": []})
call(
HostBackendClient(
"https://api.example.com", "key", transport=httpx.MockTransport(handler)
)
)
assert seen == expected_params
@pytest.mark.parametrize(
("body", "expected"),
[
pytest.param(
{"detail": "Source configuration error: bad listener"},
"Source configuration error: bad listener",
id="fastapi_detail_is_unwrapped",
),
pytest.param(
{"detail": {"loc": ["body"], "msg": "nope"}},
None,
id="a_structured_detail_is_left_alone",
),
pytest.param({"other": "shape"}, None, id="an_unknown_shape_is_left_alone"),
],
)
def test_error_detail_is_readable(body, expected):
c = HostBackendClient(
"https://api.example.com",
"key",
transport=httpx.MockTransport(lambda req: httpx.Response(400, json=body)),
)
with pytest.raises(HostBackendError) as error:
c.get_deployment("dep-1")
assert error.value.detail == expected
if expected is not None:
assert error.value.message.endswith(expected)
@@ -1,71 +0,0 @@
import pytest
from langgraph_cli.image_reference import ImageReference
@pytest.mark.parametrize(
("reference", "repository", "tag"),
[
pytest.param(
"registry.example.com/team/app:v1",
"registry.example.com/team/app",
"v1",
id="tag_after_last_slash",
),
pytest.param(
"registry.example.com/team/app",
"registry.example.com/team/app",
None,
id="no_tag",
),
pytest.param(
"localhost:5000/app",
"localhost:5000/app",
None,
id="registry_port_is_not_a_tag",
),
pytest.param(
"localhost:5000/app:latest",
"localhost:5000/app",
"latest",
id="registry_port_with_tag",
),
pytest.param("app:dev", "app", "dev", id="bare_name_with_tag"),
],
)
def test_parse_splits_repository_and_tag(reference, repository, tag):
assert ImageReference.parse(reference) == ImageReference(repository, tag)
def test_with_tag_replaces_the_tag():
assert ImageReference("r/app", "v1").with_tag("v2") == ImageReference("r/app", "v2")
@pytest.mark.parametrize(
("reference", "expected"),
[
pytest.param(ImageReference("r/app", "v1"), "r/app:v1", id="tagged"),
pytest.param(ImageReference("r/app"), "r/app", id="untagged"),
],
)
def test_str_renders_the_docker_reference(reference, expected):
assert str(reference) == expected
@pytest.mark.parametrize(
("repo_digest", "expected"),
[
pytest.param("localhost:5000/app@sha256:abc", True, id="same_repository"),
pytest.param("localhost:5000/app-2@sha256:abc", False, id="other_repository"),
pytest.param("mirror.example.com/app@sha256:abc", False, id="other_registry"),
],
)
def test_matches_digest_only_for_the_same_repository(repo_digest, expected):
assert ImageReference("localhost:5000/app", "v1").matches_digest(repo_digest) is (
expected
)
def test_parse_rejects_a_digest_reference():
with pytest.raises(ValueError, match="digest"):
ImageReference.parse("registry.example.com/app@sha256:abc")
+18 -121
View File
@@ -39,15 +39,15 @@ wheels = [
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version = "4.14.2"
version = "4.13.0"
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{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
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[[package]]
@@ -217,10 +217,9 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.6.2"
version = "1.3.3"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
{ name = "jsonpatch" },
{ name = "langchain-protocol" },
{ name = "langsmith" },
@@ -231,9 +230,9 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
sdist = { url = "https://files.pythonhosted.org/packages/89/7b/406b4a8dd43dd01f69e04aafdee206809a2097134b2f944e12802eae7948/langchain_core-1.6.2.tar.gz", hash = "sha256:1ec6d3a98f7c8cdbb5bb0deff86e7ca37e16bf4f8f49f022d10723656c62352d", size = 1004390, upload-time = "2026-09-04T21:29:22.769Z" }
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wheels = [
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[[package]]
@@ -250,7 +249,7 @@ wheels = [
[[package]]
name = "langgraph"
version = "1.2.11"
version = "1.1.6"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "langchain-core" },
@@ -260,9 +259,9 @@ dependencies = [
{ name = "pydantic" },
{ name = "xxhash" },
]
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[[package]]
@@ -295,31 +294,28 @@ wheels = [
[[package]]
name = "langgraph-prebuilt"
version = "1.1.0"
version = "1.0.9"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "langchain-core" },
{ name = "langgraph-checkpoint" },
]
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[[package]]
name = "langgraph-sdk"
version = "0.4.4"
version = "0.3.13"
source = { registry = "https://pypi.org/simple" }
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@@ -732,11 +728,11 @@ wheels = [
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[[package]]
@@ -785,105 +781,6 @@ requires-dist = [
{ name = "langgraph-checkpoint-postgres", specifier = ">=3.0.0" },
]
[[package]]
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View File
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wheels = [
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{ url = "https://files.pythonhosted.org/packages/7f/3e/5db95bcf282c52709639744ca2a8b149baccf648e39c8cc87553df9eae0c/urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897", size = 131087, upload-time = "2026-05-07T16:13:17.151Z" },
]
[[package]]
@@ -2375,7 +2368,7 @@ wheels = [
[[package]]
name = "virtualenv"
version = "21.7.13"
version = "21.2.4"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "distlib" },
@@ -2384,9 +2377,9 @@ dependencies = [
{ name = "python-discovery" },
{ name = "typing-extensions", marker = "python_full_version < '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/13/50/c9b84eb106d0db420b9878dac0a386c5791726f127ce20b06897f6e3a1e9/virtualenv-21.7.13.tar.gz", hash = "sha256:0355558b6f33619aab31347e43643b0ebc97f61ea3acf617b2b69e1f8a843d11", size = 5360306, upload-time = "2026-09-18T04:35:49.354Z" }
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{ url = "https://files.pythonhosted.org/packages/27/8d/edd0bd910ff803c308ee9a6b7778621af0d10252219ad9f19ef4d4982a61/virtualenv-21.2.4-py3-none-any.whl", hash = "sha256:29d21e941795206138d0f22f4e45ff7050e5da6c6472299fb7103318763861ac", size = 5831232, upload-time = "2026-04-14T22:15:29.342Z" },
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[[package]]
@@ -23,9 +23,6 @@ RETURN = sys.intern("__return__")
# for writes of a task where we simply record the return value
PREVIOUS = sys.intern("__previous__")
# the implicit branch that handles each node's Control values
SNAPSHOT_BUMPS = sys.intern("__snapshot_bumps__")
# `versions_seen` key recording which entries a snapshot-only version bump
# advanced, and the versions those nodes really read
# --- Reserved cache namespaces ---
@@ -119,7 +116,6 @@ RESERVED = {
ERROR,
ERROR_SOURCE_NODE,
NO_WRITES,
SNAPSHOT_BUMPS,
# reserved config.configurable keys
CONFIG_KEY_SEND,
CONFIG_KEY_READ,
+1 -1
View File
@@ -235,7 +235,7 @@ def add_messages(
if format == "langchain-openai":
merged = _format_messages(merged)
elif cast(str | None, format):
elif format:
msg = f"Unrecognized {format=}. Expected one of 'langchain-openai', None."
raise ValueError(msg)
else:
+50 -202
View File
@@ -3,31 +3,18 @@ from __future__ import annotations
import uuid
from collections.abc import Callable, Iterable, Mapping
from datetime import datetime, timezone
from typing import Any, Literal, cast
from typing import Any, cast
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import (
BaseCheckpointSaver,
ChannelVersions,
Checkpoint,
CheckpointTuple,
PendingWrite,
)
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from langgraph._internal._config import (
DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT,
patch_configurable,
)
from langgraph._internal._constants import (
CONF,
CONFIG_KEY_CHECKPOINT_ID,
NS_END,
NS_SEP,
PUSH,
SNAPSHOT_BUMPS,
)
from langgraph._internal._config import DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT
from langgraph._internal._constants import PUSH
from langgraph._internal._typing import MISSING
from langgraph.channels.base import BaseChannel
from langgraph.channels.delta import DeltaChannel
@@ -63,23 +50,17 @@ def exit_delta_task_id(step: int, task_id: str) -> str:
def delta_channels_to_snapshot(
channels: Mapping[str, BaseChannel],
counters_since_delta_snapshot: Mapping[str, tuple[int, int]],
channel_versions: ChannelVersions,
) -> set[str]:
"""Return the set of DeltaChannel names that should snapshot now.
A channel snapshots when EITHER its accumulated update count reaches
`snapshot_frequency` OR the total supersteps since its last snapshot
reaches `DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT`. A channel without a version
was never written on this branch, so it has nothing to snapshot. This is a
pure predicate — no mutation.
reaches `DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT`. This is a pure
predicate — no mutation.
"""
result: set[str] = set()
for name, ch in channels.items():
if (
not isinstance(ch, DeltaChannel)
or not ch.is_available()
or name not in channel_versions
):
if not isinstance(ch, DeltaChannel) or not ch.is_available():
continue
updates, supersteps = counters_since_delta_snapshot.get(name, (0, 0))
if (
@@ -99,63 +80,15 @@ def get_updated_channels_from_tasks(
def get_delta_channels_from_all_channels(
channels: Mapping[str, BaseChannel],
channel_versions: ChannelVersions,
) -> set[str]:
"""DeltaChannels to snapshot on the first update_state of a fresh thread:
the ones it wrote, as the rest have no version and nothing to store."""
"""DeltaChannels to snapshot on the first update_state of a fresh thread."""
return {
k
for k, ch in channels.items()
if isinstance(ch, DeltaChannel) and ch.is_available() and k in channel_versions
if isinstance(ch, DeltaChannel) and ch.is_available()
}
def delta_channels_with_pending_writes(
specs: Mapping[str, Any],
pending_writes: Iterable[PendingWrite] | None,
) -> set[str]:
"""DeltaChannels a branch starting from this checkpoint must snapshot.
A checkpoint's pending writes belong to the child that consumed them, and
nothing records which child that was. A new branch snapshots every delta
channel they touch, so its ancestor walk never replays them.
"""
return {
ch
for _, ch, _ in pending_writes or ()
if isinstance(specs.get(ch), DeltaChannel)
}
def checkpoint_superseded(
saver: BaseCheckpointSaver, config: RunnableConfig, saved: CheckpointTuple
) -> bool:
"""Whether the thread has moved past `saved`, the checkpoint `config` addressed.
A checkpoint with a child is never the latest put, so this misses none. A
leaf of an abandoned branch counts as well; telling it apart would mean
listing the thread to look for children, which the saver can't do cheaply.
"""
if not config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
return False
latest = saver.get_tuple(
patch_configurable(config, {CONFIG_KEY_CHECKPOINT_ID: None})
)
return latest is not None and latest.checkpoint["id"] != saved.checkpoint["id"]
async def acheckpoint_superseded(
saver: BaseCheckpointSaver, config: RunnableConfig, saved: CheckpointTuple
) -> bool:
"""Async `checkpoint_superseded`."""
if not config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
return False
latest = await saver.aget_tuple(
patch_configurable(config, {CONFIG_KEY_CHECKPOINT_ID: None})
)
return latest is not None and latest.checkpoint["id"] != saved.checkpoint["id"]
def create_metadata_for_update_state_api(
channels: Mapping[str, BaseChannel],
updated_channels: set[str],
@@ -185,34 +118,26 @@ def create_checkpoint_plan_for_update_state_api(
channels: Mapping[str, BaseChannel],
updated_channels: set[str],
*,
source: Literal["update", "input"],
step: int,
parents: dict[str, Any],
saved_metadata: Mapping[str, Any] | None,
is_fresh_thread: bool,
fork_channels: set[str],
channel_versions: ChannelVersions,
) -> tuple[set[str], dict[str, Any]]:
"""Return ``(channels_to_snapshot, metadata)`` for an update_state head."""
metadata: dict[str, Any] = {
"source": source,
"source": "update",
"step": step,
"parents": parents,
}
if is_fresh_thread:
return get_delta_channels_from_all_channels(
channels, channel_versions
), metadata
return get_delta_channels_from_all_channels(channels), metadata
new_counters = create_metadata_for_update_state_api(
channels,
updated_channels,
prev_metadata=saved_metadata,
)
channels_to_snapshot = (
delta_channels_to_snapshot(channels, new_counters, channel_versions)
| fork_channels
)
channels_to_snapshot = delta_channels_to_snapshot(channels, new_counters)
for k in channels_to_snapshot:
new_counters[k] = (0, 0)
non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
@@ -230,7 +155,6 @@ def create_checkpoint(
updated_channels: set[str] | None = None,
get_next_version: GetNextVersion | None = None,
channels_to_snapshot: set[str] | None = None,
stored_versions: ChannelVersions | None = None,
) -> Checkpoint:
"""Build a new Checkpoint from the previous one and live channel state.
@@ -240,14 +164,9 @@ def create_checkpoint(
from `checkpoint_writes`. Callers compute the set via
`delta_channels_to_snapshot(channels, counters)`; defaults to empty
(no snapshots) when not provided.
`stored_versions` are the channel versions of the last checkpoint the
saver stored. A snapshotted channel whose version has not moved since
then is bumped.
"""
ts = datetime.now(timezone.utc).isoformat()
channels_to_snapshot = channels_to_snapshot or set()
bumped: dict[str, tuple[Any, Any]] = {}
if channels is None:
values = checkpoint["channel_values"]
channel_versions = checkpoint["channel_versions"]
@@ -255,29 +174,30 @@ def create_checkpoint(
values = {}
channel_versions = dict(checkpoint["channel_versions"])
for k in channels:
ch = channels[k]
if k not in channel_versions:
# A forced snapshot of a never-written channel still has to
# land to stop the ancestor walk, and `put` only stores blobs
# for versioned channels.
if k in channels_to_snapshot and get_next_version is not None:
channel_versions[k] = get_next_version(None, None)
bumped[k] = (None, channel_versions[k])
values[k] = _DeltaSnapshot(ch.get())
continue
ch = channels[k]
if k in channels_to_snapshot:
# `put` only stores a blob for a channel whose version moved,
# so snapshotting a channel this step did not write needs a
# bump: exit mode reaching the cadence on a superstep that
# skipped the channel, and a fork's first checkpoint.
if (
get_next_version is not None
and stored_versions is not None
and channel_versions[k] == stored_versions.get(k)
# Callers force a full snapshot blob here: exit mode when a
# delta channel reaches its snapshot cadence, and update_state
# on a fresh thread (no ancestor to replay writes from). The
# manual version-bump below only applies to the exit-mode case.
#
# In exit mode, the snapshot decision is deferred to exit
# time (intermediate steps have do_checkpoint=False). The
# channel's count may have reached snapshot_frequency over
# several supersteps, but the LAST superstep may not have
# written to this channel. In that case apply_writes()
# (in _algo.py) didn't bump this channel's version, so
# saver.put() wouldn't include it in new_versions and
# the snapshot blob would be silently dropped. The manual
# bump below closes the gap. In sync/async durability this
# branch is effectively dead code (the step that pushes
# the count to freq always writes the channel).
if get_next_version is not None and (
updated_channels is None or k not in updated_channels
):
old = channel_versions[k]
channel_versions[k] = get_next_version(old, None)
bumped[k] = (old, channel_versions[k])
channel_versions[k] = get_next_version(channel_versions[k], None)
values[k] = _DeltaSnapshot(ch.get())
else:
v = ch.checkpoint()
@@ -289,99 +209,21 @@ def create_checkpoint(
id=id or str(uuid6(clock_seq=step)),
channel_values=values,
channel_versions=channel_versions,
versions_seen=_mark_bumps_seen(checkpoint["versions_seen"], bumped),
versions_seen=checkpoint["versions_seen"],
updated_channels=None if updated_channels is None else sorted(updated_channels),
)
def _mark_bumps_seen(
versions_seen: dict[str, ChannelVersions],
bumped: Mapping[str, tuple[Any, Any]],
) -> dict[str, ChannelVersions]:
"""Advance whoever had seen a bumped channel's old version to the new one.
def _needs_replay(spec: BaseChannel, stored: object) -> bool:
"""True if `spec` is a `DeltaChannel` and no value is stored at this
checkpoint, requiring an ancestor walk to reconstruct.
A bump that only stores a snapshot is not a write. Left unseen, it would
re-fire `interrupt_before` and rerun the channel's subscribers. For each
entry it advances, `SNAPSHOT_BUMPS` keeps the new version and the one the
node really read, so `versions_seen_without_bumps` can put the read back.
`_DeltaSnapshot` blobs and plain values (migration) resolve directly via
`from_checkpoint` — only absence (`MISSING`) triggers replay.
"""
if not bumped:
return versions_seen
out = dict(versions_seen)
marks = dict(versions_seen.get(SNAPSHOT_BUMPS, {}))
for node, seen in versions_seen.items():
if node == SNAPSHOT_BUMPS:
continue
for k, (old, new) in bumped.items():
if seen.get(k) != old:
continue
advanced, read = _bump_keys(node, k)
# If an earlier bump set `old`, the real read is already recorded.
if old is not None and marks.get(advanced) != old:
marks[read] = old
marks[advanced] = new
out[node] = {**out[node], k: new}
if marks:
out[SNAPSHOT_BUMPS] = marks
return out
def _bump_keys(node: str, channel: str) -> tuple[str, str]:
# Node names can't contain either separator, so the keys can't collide.
return f"{node}{NS_SEP}{channel}", f"{node}{NS_END}{channel}"
def versions_seen_without_bumps(
versions_seen: dict[str, ChannelVersions],
) -> dict[str, ChannelVersions]:
"""`versions_seen` as the nodes read it: an entry a bump advanced goes back
to the version the node really read, or away if it never read one."""
if not (marks := versions_seen.get(SNAPSHOT_BUMPS)):
return versions_seen
out: dict[str, ChannelVersions] = {}
for node, seen in versions_seen.items():
if node == SNAPSHOT_BUMPS:
continue
out[node] = {}
for k, v in seen.items():
advanced, read = _bump_keys(node, k)
if marks.get(advanced) != v:
out[node][k] = v
elif read in marks:
out[node][k] = marks[read]
return out
def _delta_channels_to_replay(
specs: Mapping[str, BaseChannel], checkpoint: Checkpoint
) -> list[str]:
"""DeltaChannels whose value at `checkpoint` the ancestor walk rebuilds.
A `_DeltaSnapshot` blob or a plain value (migration) resolves directly via
`from_checkpoint`, so only a channel with nothing stored here needs the
walk. A channel with no version was never written, so it is empty without
one; a walk for it would find no snapshot to stop at and read every
ancestor, every time the thread is loaded.
"""
return [
k
for k, spec in specs.items()
if isinstance(spec, DeltaChannel)
and k in checkpoint["channel_versions"]
and checkpoint["channel_values"].get(k, MISSING) is MISSING
]
def _require_saver_for_history(
delta_channels: list[str],
saver: BaseCheckpointSaver | None,
config: RunnableConfig | None,
) -> None:
if delta_channels and (saver is None or config is None):
raise ValueError(
f"DeltaChannel {delta_channels} has history to replay but no "
"checkpointer or config was passed to read it"
)
if not isinstance(spec, DeltaChannel):
return False
return stored is MISSING
def channels_from_checkpoint(
@@ -409,8 +251,11 @@ def channels_from_checkpoint(
else:
managed_specs[k] = v
delta_channels = _delta_channels_to_replay(channel_specs, checkpoint)
_require_saver_for_history(delta_channels, saver, config)
delta_channels: list[str] = [
k
for k, spec in channel_specs.items()
if _needs_replay(spec, checkpoint["channel_values"].get(k, MISSING))
]
histories: Mapping[str, Any] = {}
if delta_channels and saver is not None and config is not None:
histories = saver.get_delta_channel_history(
@@ -448,8 +293,11 @@ async def achannels_from_checkpoint(
else:
managed_specs[k] = v
delta_channels = _delta_channels_to_replay(channel_specs, checkpoint)
_require_saver_for_history(delta_channels, saver, config)
delta_channels: list[str] = [
k
for k, spec in channel_specs.items()
if _needs_replay(spec, checkpoint["channel_values"].get(k, MISSING))
]
histories: Mapping[str, Any] = {}
if delta_channels and saver is not None and config is not None:
histories = await saver.aget_delta_channel_history(
+60 -132
View File
@@ -98,13 +98,10 @@ from langgraph.pregel._algo import (
)
from langgraph.pregel._checkpoint import (
achannels_from_checkpoint,
acheckpoint_superseded,
channels_from_checkpoint,
checkpoint_superseded,
copy_checkpoint,
create_checkpoint,
delta_channels_to_snapshot,
delta_channels_with_pending_writes,
empty_checkpoint,
exit_delta_task_id,
)
@@ -122,7 +119,6 @@ from langgraph.pregel._io import (
)
from langgraph.pregel._messages import ensure_message_ids
from langgraph.pregel._read import PregelNode
from langgraph.pregel._task_status import read_task_statuses
from langgraph.pregel._utils import get_new_channel_versions, is_xxh3_128_hexdigest
from langgraph.pregel.debug import (
map_debug_checkpoint,
@@ -226,21 +222,10 @@ class PregelLoop:
# under the saver's `ORDER BY task_id, idx` sorting.
_exit_delta_writes: list[tuple[int, str, str, Any]] | None = None
# Delta channels that must snapshot at the next checkpoint, whatever their
# cadence counters say:
# * an Overwrite arrived since the last checkpoint, so sparse replay has to
# start from the post-overwrite value;
# * the checkpoint this run starts from has pending writes to them; see
# `delta_channels_with_pending_writes`.
_delta_channels_forced_snapshot: set[str]
# Set by `_first` for a resume: the writes it loaded with the checkpoint,
# which `after_tick` checks against the ones reapply handed back.
_resume_loaded_writes: Sequence[PendingWrite] = ()
# Tasks `_reapply_writes_to_succeeded_nodes` handed loaded writes back to.
_reapplied_task_ids: set[str]
# An update or fork checkpoint addressed by `checkpoint_id` that the thread
# has moved past, so it may already have children.
_addressed_checkpoint_superseded: bool = False
# Delta channels that saw an Overwrite since the last checkpoint. These
# channels must snapshot after live update applies overwrite semantics so
# sparse replay starts from the same post-overwrite value.
_delta_channels_with_overwrite: set[str]
# The checkpoint_config that points at the parent loaded at `__enter__`
# (or the synthetic-empty checkpoint, on first run). We capture it
@@ -596,7 +581,7 @@ class PregelLoop:
# save the new task
self.tasks[pushed.id] = pushed
# match any pending writes to the new task
if self._reapplies_pending_writes:
if not self.is_replaying:
self._reapply_writes_to_succeeded_nodes({pushed.id: pushed})
# return the new task, to be started if not run before
return pushed
@@ -674,7 +659,7 @@ class PregelLoop:
return False
# if there are pending writes from a previous loop, apply them
if self._reapplies_pending_writes and self.checkpoint_pending_writes:
if not self.is_replaying and self.checkpoint_pending_writes:
self._reapply_writes_to_succeeded_nodes(self.tasks)
self._resume_error_handlers_if_applicable()
@@ -698,26 +683,11 @@ class PregelLoop:
def after_tick(self) -> None:
# finish superstep
writes = [w for t in self.tasks.values() for w in t.writes]
self._delta_channels_forced_snapshot.update(
self._delta_channels_with_overwrite.update(
ch
for ch, v in writes
if isinstance(self.specs.get(ch), DeltaChannel) and _get_overwrite(v)[0]
)
if self._resume_loaded_writes:
# A loaded write reapply didn't hand back belongs to a task this run
# drops or reruns: a `Send` that `Command(goto=...)` replaced, or an
# error handler that runs again.
self._delta_channels_forced_snapshot.update(
delta_channels_with_pending_writes(
self.specs,
[
w
for w in self._resume_loaded_writes
if w[0] not in self._reapplied_task_ids
],
)
)
self._resume_loaded_writes = ()
# all tasks have finished
self.updated_channels = apply_writes(
self.checkpoint,
@@ -763,24 +733,20 @@ class PregelLoop:
# private
@property
def _reapplies_pending_writes(self) -> bool:
"""Whether the writes loaded with the checkpoint go back to the tasks
that made them, instead of those tasks rerunning."""
return not self.is_replaying
def _reapply_writes_to_succeeded_nodes(
self, tasks: Mapping[str, PregelExecutableTask]
) -> None:
"""Restore the output of finished tasks from checkpoint to in-memory tasks.
"""Restore successful channel writes from checkpoint to in-memory tasks.
Unfinished (failed or interrupted) tasks keep empty writes, so the
runner re-executes them or routes them to error handlers.
Skips control signals (ERROR, ERROR_SOURCE_NODE, INTERRUPT, RESUME)
so that failed/interrupted tasks remain with empty writes and will be
re-executed (or routed to error handlers) by the runner.
"""
for tid, status in read_task_statuses(self.checkpoint_pending_writes).items():
for tid, k, v in self.checkpoint_pending_writes:
if k in (ERROR, ERROR_SOURCE_NODE, INTERRUPT, RESUME):
continue
if task := tasks.get(tid):
task.writes.extend(status.output)
self._reapplied_task_ids.add(tid)
task.writes.append((k, v))
def _resume_error_handlers_if_applicable(self) -> None:
"""On resume, schedule error handlers for tasks that failed in a prior run.
@@ -850,13 +816,35 @@ class PregelLoop:
self.tasks[handler_task.id] = handler_task
def _pending_interrupts(self) -> set[str]:
"""Return the ids of interrupts that are still waiting for an answer."""
return {
interrupt.id
for status in read_task_statuses(self.checkpoint_pending_writes).values()
for interrupt in status.pending_interrupts
"""Return the set of interrupt ids that are pending without corresponding resume values."""
# mapping of task ids to interrupt ids
pending_interrupts: dict[str, str] = {}
# set of resume task ids
pending_resumes: set[str] = set()
for task_id, write_type, value in self.checkpoint_pending_writes:
if write_type == INTERRUPT:
# interrupts is always a list, but there should only be one element
pending_interrupts[task_id] = value[0].id
elif write_type == RESUME:
pending_resumes.add(task_id)
resumed_interrupt_ids = {
pending_interrupts[task_id]
for task_id in pending_resumes
if task_id in pending_interrupts
}
# Keep only interrupts whose interrupt_id is not resumed
hanging_interrupts: set[str] = {
interrupt_id
for interrupt_id in pending_interrupts.values()
if interrupt_id not in resumed_interrupt_ids
}
return hanging_interrupts
def _first(
self, *, input_keys: str | Sequence[str], updated_channels: set[str] | None
) -> set[str] | None:
@@ -910,39 +898,6 @@ class PregelLoop:
self.checkpoint_pending_writes = [
w for w in self.checkpoint_pending_writes if w[1] != RESUME
]
# The parent checkpoint subgraphs replay from, when a fork below would
# otherwise move it
replay_bound: RunnableConfig | None = None
# Whether this run saves a fork checkpoint (below) to start its branch.
# The fork carries a `Command`'s writes itself, so nothing this run
# writes is stored on the checkpoint it addressed, which may have
# children that replay it.
forks = (
is_resuming
and is_time_traveling
and (
self.checkpoint_metadata.get("source") not in ("update", "fork")
or self._addressed_checkpoint_superseded
)
)
carried: list[PendingWrite] = []
# A resume that reapplies the head's pending writes only learns which
# of them go back to their tasks once those are scheduled, so
# `after_tick` seals the rest. Kept apart from the writes this run adds.
reapplies = is_resuming and self._reapplies_pending_writes
self._resume_loaded_writes = (
[w for w in self.checkpoint_pending_writes if w[0] != NULL_TASK_ID]
if reapplies
else ()
)
self._reapplied_task_ids = set()
self._delta_channels_forced_snapshot = (
set()
if reapplies
else delta_channels_with_pending_writes(
self.specs, self.checkpoint_pending_writes
)
)
# map command to writes
if input_is_command:
@@ -973,18 +928,10 @@ class PregelLoop:
raise EmptyInputError("Received empty Command input")
# save writes
for tid, ws in writes.items():
if forks:
carried.extend((tid, c, v) for c, v in ws)
else:
self.put_writes(tid, ws)
self._delta_channels_forced_snapshot.update(
delta_channels_with_pending_writes(self.specs, carried)
)
self.put_writes(tid, ws)
# apply NULL writes
if null_writes := [
w[1:]
for w in (*self.checkpoint_pending_writes, *carried)
if w[0] == NULL_TASK_ID
w[1:] for w in self.checkpoint_pending_writes if w[0] == NULL_TASK_ID
]:
null_updated_channels = apply_writes(
self.checkpoint,
@@ -1009,15 +956,11 @@ class PregelLoop:
# the parent's latest checkpoint remains the old one and
# subsequent resumes load the wrong state.
# Skip for update_state forks (source=update/fork) since they
# already have their own fork checkpoint, unless the thread moved
# past it: its other children would replay whatever this run
# stores on it.
if forks:
if (
self.checkpoint_metadata.get("source") in ("update", "fork")
and self.prev_checkpoint_config
):
replay_bound = self.prev_checkpoint_config
# already have their own fork checkpoint.
if is_time_traveling and self.checkpoint_metadata.get("source") not in (
"update",
"fork",
):
# Clear old INTERRUPT writes from the loaded checkpoint.
# The fork will have a new checkpoint_id which changes
# task IDs — stale interrupt writes would accumulate and
@@ -1048,7 +991,7 @@ class PregelLoop:
manager=None,
updated_channels=updated_channels,
)
self._delta_channels_forced_snapshot.update(
self._delta_channels_with_overwrite.update(
c
for c, v in input_writes
if isinstance(self.specs.get(c), DeltaChannel) and _get_overwrite(v)[0]
@@ -1110,11 +1053,7 @@ class PregelLoop:
replay_state: ReplayState | None = None
if is_time_traveling:
replay_checkpoint_id = self.checkpoint["id"]
if replay_bound is not None:
replay_checkpoint_id = replay_bound[CONF].get(
CONFIG_KEY_CHECKPOINT_ID, replay_checkpoint_id
)
elif (
if (
self.checkpoint_metadata.get("source")
in (
"update",
@@ -1196,10 +1135,8 @@ class PregelLoop:
)
# create new checkpoint
channels_to_snapshot = (
delta_channels_to_snapshot(
self.channels, new_counters, self.checkpoint["channel_versions"]
)
| self._delta_channels_forced_snapshot
delta_channels_to_snapshot(self.channels, new_counters)
| self._delta_channels_with_overwrite
if do_checkpoint
else set()
)
@@ -1213,12 +1150,11 @@ class PregelLoop:
if do_checkpoint
else None,
channels_to_snapshot=channels_to_snapshot,
stored_versions=self.checkpoint_previous_versions,
)
for k in channels_to_snapshot:
new_counters[k] = (0, 0)
if do_checkpoint:
self._delta_channels_forced_snapshot.difference_update(channels_to_snapshot)
self._delta_channels_with_overwrite.difference_update(channels_to_snapshot)
non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
if non_zero:
self.checkpoint_metadata["counters_since_delta_snapshot"] = non_zero
@@ -1302,10 +1238,8 @@ class PregelLoop:
self.checkpoint_metadata.get("counters_since_delta_snapshot") or {}
)
channels_to_snapshot = (
delta_channels_to_snapshot(
self.channels, counters, self.checkpoint["channel_versions"]
)
| self._delta_channels_forced_snapshot
delta_channels_to_snapshot(self.channels, counters)
| self._delta_channels_with_overwrite
)
pending = [
@@ -1666,7 +1600,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
if handler_task is None:
return None
self.tasks[handler_task.id] = handler_task
if self._reapplies_pending_writes:
if not self.is_replaying:
self._reapply_writes_to_succeeded_nodes({handler_task.id: handler_task})
for task in self.match_cached_writes():
self.output_writes(task.id, task.writes, cached=True)
@@ -1701,10 +1635,6 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
# This covers both normal replay and subgraphs resolved via
# checkpoint_map during time-travel.
saved = self.checkpointer.get_tuple(self.checkpoint_config)
if saved is not None and saved.metadata.get("source") in ("update", "fork"):
self._addressed_checkpoint_superseded = checkpoint_superseded(
self.checkpointer, self.checkpoint_config, saved
)
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
@@ -1754,6 +1684,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
)
self._delta_write_futs = []
self._error_handler_write_futs = []
self._delta_channels_with_overwrite = set()
self._exit_delta_writes = (
[] if self.durability == "exit" and self.checkpointer is not None else None
)
@@ -1924,7 +1855,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
if handler_task is None:
return None
self.tasks[handler_task.id] = handler_task
if self._reapplies_pending_writes:
if not self.is_replaying:
self._reapply_writes_to_succeeded_nodes({handler_task.id: handler_task})
for task in await self.amatch_cached_writes():
self.output_writes(task.id, task.writes, cached=True)
@@ -1962,10 +1893,6 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
# This covers both normal replay and subgraphs resolved via
# checkpoint_map during time-travel.
saved = await self.checkpointer.aget_tuple(self.checkpoint_config)
if saved is not None and saved.metadata.get("source") in ("update", "fork"):
self._addressed_checkpoint_superseded = await acheckpoint_superseded(
self.checkpointer, self.checkpoint_config, saved
)
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
@@ -2015,6 +1942,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
)
self._delta_write_futs = []
self._error_handler_write_futs = []
self._delta_channels_with_overwrite = set()
self._exit_delta_writes = (
[] if self.durability == "exit" and self.checkpointer is not None else None
)
+2 -4
View File
@@ -45,7 +45,6 @@ from langgraph.errors import GraphBubbleUp, GraphInterrupt
from langgraph.pregel._algo import Call
from langgraph.pregel._executor import Submit
from langgraph.pregel._retry import arun_with_retry, run_with_retry
from langgraph.pregel._task_status import CONTROL_WRITES
from langgraph.types import (
CachePolicy,
PregelExecutableTask,
@@ -607,9 +606,8 @@ class PregelRunner:
task.config is None or TAG_HIDDEN not in task.config.get("tags", [])
):
self.node_finished(task.name)
if all(chan in CONTROL_WRITES for chan, _ in task.writes):
# record that the task finished, even if it produced no output
# (see `langgraph.pregel._task_status`)
if not task.writes:
# add no writes marker
task.writes.append((NO_WRITES, None))
# save task writes to checkpointer
self.put_writes()(task.id, task.writes) # type: ignore[misc]
@@ -1,129 +0,0 @@
"""Read the status of each task from the writes recorded for a superstep.
While a superstep is open, the checkpointer keeps a log of writes for each
task in that step. Entries are added as tasks run and are only discarded when
the whole superstep finishes and a new checkpoint is saved. When a task runs
again, for example after being resumed, its earlier entries stay in the log.
This module is the single place that turns that log into task status. Code that
needs to know whether a task finished, which interrupts it raised, which of them
are still waiting for an answer, or which output it produced must use
`read_task_statuses` instead of inspecting the writes directly.
The log uses two kinds of writes:
- Control writes describe what happened to a task: `INTERRUPT` (the task asked
a question), `RESUME` (answers the task has received), `ERROR`, and
`ERROR_SOURCE_NODE`. `INTERRUPT`, `RESUME` and `ERROR` each have a fixed slot
per task (`WRITES_IDX_MAP`), so a newer write of the same kind can replace an
older one.
- Every other write is output: channel writes, `RETURN` for functional tasks,
and the `NO_WRITES` marker.
The rules are:
1. When a task that ran finishes successfully, `PregelRunner.commit` records at
least one output write, adding `NO_WRITES` if the task produced no other
output.
2. A task that pauses at an interrupt records only control writes.
3. A task is therefore treated as finished if and only if it has an output
write.
4. Because `INTERRUPT` is stored in a fixed slot, its recorded value is the most
recent question the task asked. That question is waiting for an answer only
while the task is unfinished.
A `RESUME` write never means a task is finished: it can hold the answer to an
earlier question while the task waits on a later one.
What these rules cannot see:
- A task whose result came from the cache does not go through
`PregelRunner.commit`, so nothing is recorded for it. It reads as not
finished.
- A task that fails can record partial output writes along with its error. It
reads as finished, which is how the executor has always treated it.
- Writes recorded before rule 1 existed may describe a finished task with no
output using only control writes. Those tasks read as unfinished. The
executor treated them the same way before and runs them again. Their last
interrupt now counts as pending, so they appear in `next` and a resume
without an interrupt id raises if another interrupt is also pending.
"""
from __future__ import annotations
from collections.abc import Iterable, Sequence
from dataclasses import dataclass
from typing import Any
from langgraph.checkpoint.base import PendingWrite
from langgraph._internal._constants import (
ERROR,
ERROR_SOURCE_NODE,
INTERRUPT,
NULL_TASK_ID,
RESUME,
)
from langgraph.types import Interrupt
__all__ = ("CONTROL_WRITES", "TaskStatus", "read_task_statuses")
CONTROL_WRITES = frozenset((ERROR, ERROR_SOURCE_NODE, INTERRUPT, RESUME))
"""Channels that describe what happened to a task rather than what it produced."""
@dataclass(frozen=True, slots=True)
class TaskStatus:
"""The status of one task, read from the writes recorded for its superstep."""
output: tuple[tuple[str, Any], ...] = ()
"""Output writes in recorded order. Empty if the task has not finished."""
interrupts: tuple[Interrupt, ...] = ()
"""The most recent interrupts the task raised, whether or not they were answered."""
error: BaseException | None = None
"""The recorded error, if any."""
@property
def finished(self) -> bool:
"""Whether the task ran to completion."""
return bool(self.output)
@property
def pending_interrupts(self) -> tuple[Interrupt, ...]:
"""Interrupts waiting for an answer. Always empty for a finished task."""
return () if self.finished else self.interrupts
def read_task_statuses(
pending_writes: Iterable[PendingWrite],
) -> dict[str, TaskStatus]:
"""Return the status of every task that has recorded writes, keyed by task id.
Writes from `NULL_TASK_ID` are input to the superstep, not task activity, so
they are not included.
"""
output: dict[str, list[tuple[str, Any]]] = {}
interrupts: dict[str, list[Interrupt]] = {}
errors: dict[str, BaseException] = {}
for task_id, channel, value in pending_writes:
if task_id == NULL_TASK_ID:
continue
output.setdefault(task_id, [])
if channel == INTERRUPT:
interrupts.setdefault(task_id, []).extend(
value if isinstance(value, Sequence) else [value]
)
elif channel == ERROR:
errors.setdefault(task_id, value)
elif channel not in CONTROL_WRITES:
output[task_id].append((channel, value))
return {
task_id: TaskStatus(
output=tuple(task_output),
interrupts=tuple(interrupts.get(task_id, ())),
error=errors.get(task_id),
)
for task_id, task_output in output.items()
}
+33 -18
View File
@@ -26,7 +26,6 @@ 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.pregel._task_status import TaskStatus, read_task_statuses
from langgraph.types import (
CheckpointPayload,
PregelExecutableTask,
@@ -38,8 +37,6 @@ from langgraph.types import (
TASK_NAMESPACE = UUID("6ba7b831-9dad-11d1-80b4-00c04fd430c8")
_NOT_STARTED = TaskStatus()
def map_debug_tasks(tasks: Iterable[PregelExecutableTask]) -> Iterator[TaskPayload]:
"""Produce "task" events for stream_mode=debug."""
@@ -214,21 +211,35 @@ def tasks_w_writes(
pending_writes: list[PendingWrite] | None,
states: dict[str, RunnableConfig | StateSnapshot] | None,
output_keys: str | Sequence[str],
*,
live: bool = False,
) -> tuple[PregelTask, ...]:
"""Apply writes / subgraph states to tasks to be returned in a StateSnapshot.
With `live=True`, tasks report only the interrupts still waiting for an
answer, as of the most recent writes. Otherwise tasks report the interrupts
they raised in the step, including answered ones, as a record of the step.
"""
statuses = read_task_statuses(pending_writes or [])
"""Apply writes / subgraph states to tasks to be returned in a StateSnapshot."""
pending_writes = pending_writes or []
out: list[PregelTask] = []
for task in tasks:
status = statuses.get(task.id, _NOT_STARTED)
rtn = next((val for chan, val in status.output if chan == RETURN), MISSING)
task_writes = [(chan, val) for chan, val in status.output if chan != RETURN]
rtn = next(
(
val
for tid, chan, val in pending_writes
if tid == task.id and chan == RETURN
),
MISSING,
)
task_error = next(
(exc for tid, n, exc in pending_writes if tid == task.id and n == ERROR),
None,
)
task_interrupts = tuple(
v
for tid, n, vv in pending_writes
if tid == task.id and n == INTERRUPT
for v in (vv if isinstance(vv, Sequence) else [vv])
)
task_writes = [
(chan, val)
for tid, chan, val in pending_writes
if tid == task.id and chan not in (ERROR, INTERRUPT, RETURN)
]
if rtn is not MISSING:
task_result = rtn
@@ -250,15 +261,19 @@ def tasks_w_writes(
mapped_writes = map_task_result_writes(filtered_writes)
task_result = mapped_writes if filtered_writes else {}
has_writes = rtn is not MISSING or any(
w[0] == task.id and w[1] not in (ERROR, INTERRUPT) for w in pending_writes
)
out.append(
PregelTask(
task.id,
task.name,
task.path,
status.error,
status.pending_interrupts if live else status.interrupts,
task_error,
task_interrupts,
states.get(task.id) if states else None,
task_result if status.finished else None,
task_result if has_writes else None,
)
)
return tuple(out)
File diff suppressed because it is too large Load Diff
+3 -3
View File
@@ -2,7 +2,7 @@ from __future__ import annotations
from abc import abstractmethod
from collections.abc import AsyncIterator, Callable, Iterator, Sequence
from typing import Any, Generic, Literal, overload
from typing import Any, Generic, Literal, cast, overload
from langchain_core.runnables import Runnable, RunnableConfig
from langchain_core.runnables.graph import Graph as DrawableGraph
@@ -277,12 +277,12 @@ class StreamProtocol:
modes: set[StreamMode]
__call__: Callable[[StreamChunk], None]
__call__: Callable[[Self, StreamChunk], None]
def __init__(
self,
__call__: Callable[[StreamChunk], None],
modes: set[StreamMode],
) -> None:
self.__call__ = __call__
self.__call__ = cast(Callable[[Self, StreamChunk], None], __call__)
self.modes = modes
+11 -57
View File
@@ -3,7 +3,7 @@ from __future__ import annotations
import asyncio
from collections.abc import AsyncIterator, Awaitable, Callable, Iterator, Mapping
from types import MappingProxyType, TracebackType
from typing import TYPE_CHECKING, Any, NoReturn
from typing import TYPE_CHECKING, Any
from langchain_core._api import beta
@@ -33,26 +33,6 @@ async def _adrive_until_done(pump: Callable[[], Awaitable[bool]]) -> None:
pass
def _raise_missing_projection(run: object, name: str) -> NoReturn:
"""Raise after normal attribute lookup fails for a projection.
Registered native projections are installed directly on the run instance
during `__init__`, so `__getattr__` is never called for them. At this point
the requested name is necessarily missing; the mux is inspected only to
include the valid registered projection names in the error message.
Read `_mux` directly from `__dict__` because it may not exist yet on a
partially initialized instance. Accessing `run._mux` in that case would
invoke `__getattr__` again and recurse indefinitely.
"""
mux = run.__dict__.get("_mux")
registered = sorted(mux.native_keys) if mux is not None else []
raise AttributeError(
f"{type(run).__name__!r} object has no attribute {name!r} "
f"(registered projections: {', '.join(registered) or 'none'})"
)
@beta(message="The v3 streaming protocol on Pregel is experimental.")
class GraphRunStream:
"""Sync run stream with caller-driven pumping.
@@ -74,32 +54,15 @@ class GraphRunStream:
experimental and may change.
"""
# Native projections, attached dynamically by the `setattr` loop in
# `__init__` and declared here so type checkers see them.
#
# Always registered by `stream_events(version="v3")`:
# Native projections always registered by `stream_events(version="v3")`.
# Attached dynamically by the `setattr` loop in `__init__`; declared here
# so type checkers see them. Opt-in native projections (`updates`,
# `custom`, `checkpoints`, `debug`, `tasks`) are only present when their
# transformer is registered, so they are reached via `extensions[...]`.
values: StreamChannel[dict[str, Any]]
messages: StreamChannel[ChatModelStream]
lifecycle: StreamChannel[LifecyclePayload]
subgraphs: StreamChannel[SubgraphRunStream]
# Registered on demand via `compile(transformers=...)` or
# `stream_events(transformers=...)`; reading one whose transformer was not
# registered raises AttributeError. Projections contributed by transformers
# outside this package are covered by `__getattr__` instead.
updates: StreamChannel[dict[str, Any]]
custom: StreamChannel[Any]
checkpoints: StreamChannel[dict[str, Any]]
debug: StreamChannel[dict[str, Any]]
tasks: StreamChannel[dict[str, Any]]
def __getattr__(self, name: str) -> StreamChannel[Any]:
"""Type the projections of transformers declared outside this package.
Projection names come from a registry, so no annotation here can name
them all. The cost is that a misspelling type-checks too, and fails at
runtime instead.
"""
_raise_missing_projection(self, name)
def __init__(
self,
@@ -382,24 +345,15 @@ class AsyncGraphRunStream:
experimental and may change.
"""
# Native projections, attached dynamically by the `setattr` loop in
# `__init__` and declared here so type checkers see them.
#
# Always registered by `astream_events(version="v3")`:
# Native projections always registered by `astream_events(version="v3")`.
# Attached dynamically by the `setattr` loop in `__init__`; declared here
# so type checkers see them. Opt-in native projections (`updates`,
# `custom`, `checkpoints`, `debug`, `tasks`) are only present when their
# transformer is registered, so they are reached via `extensions[...]`.
values: StreamChannel[dict[str, Any]]
messages: StreamChannel[AsyncChatModelStream]
lifecycle: StreamChannel[LifecyclePayload]
subgraphs: StreamChannel[AsyncSubgraphRunStream]
# Registered on demand; see `GraphRunStream`.
updates: StreamChannel[dict[str, Any]]
custom: StreamChannel[Any]
checkpoints: StreamChannel[dict[str, Any]]
debug: StreamChannel[dict[str, Any]]
tasks: StreamChannel[dict[str, Any]]
def __getattr__(self, name: str) -> StreamChannel[Any]:
"""Type projections declared elsewhere. See `GraphRunStream`."""
_raise_missing_projection(self, name)
def __init__(
self,
+12 -73
View File
@@ -12,23 +12,15 @@ from typing import (
Generic,
Literal,
NamedTuple,
TypeVar,
final,
overload,
)
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 pydantic import TypeAdapter
from typing_extensions import (
NotRequired,
TypeAliasType,
TypedDict,
TypeVar,
Unpack,
deprecated,
)
from typing_extensions import NotRequired, TypeAliasType, TypedDict, Unpack, deprecated
from xxhash import xxh3_128_hexdigest
from langgraph._internal._cache import default_cache_key
@@ -44,7 +36,6 @@ from langgraph.warnings import LangGraphDeprecatedSinceV10, LangGraphDeprecatedS
# when used in standalone type aliases.
StateT = TypeVar("StateT")
OutputT = TypeVar("OutputT")
ResponseT = TypeVar("ResponseT", default=Any)
if TYPE_CHECKING:
from langgraph.pregel.protocol import PregelProtocol
@@ -581,7 +572,7 @@ _DEFAULT_INTERRUPT_ID = "placeholder-id"
@final
@dataclass(init=False, slots=True)
class Interrupt(Generic[ResponseT]):
class Interrupt:
"""Information about an interrupt that occurred in a node.
!!! version-added "Added in version 0.2.24"
@@ -605,22 +596,13 @@ class Interrupt(Generic[ResponseT]):
id: str
"""The ID of the interrupt. Can be used to resume the interrupt directly."""
response_schema: type[ResponseT] | dict[str, Any] | None = None
"""Schema for the value expected when resuming this interrupt, if the graph provided one.
A surfaced interrupt carries JSON Schema (a `dict`); `type[ResponseT]` records the
Python type at construction so `Interrupt[Decision]` is meaningful to type checkers."""
def __init__(
self,
value: Any,
id: str = _DEFAULT_INTERRUPT_ID,
*,
response_schema: type[ResponseT] | dict[str, Any] | None = None,
**deprecated_kwargs: Unpack[DeprecatedKwargs],
) -> None:
self.value = value
self.response_schema = response_schema
if (
(ns := deprecated_kwargs.get("ns", MISSING)) is not MISSING
@@ -632,18 +614,8 @@ class Interrupt(Generic[ResponseT]):
self.id = id
@classmethod
def from_ns(
cls,
value: Any,
ns: str,
*,
response_schema: type[ResponseT] | dict[str, Any] | None = None,
) -> Interrupt[ResponseT]:
return cls(
value=value,
id=xxh3_128_hexdigest(ns.encode()),
response_schema=response_schema,
)
def from_ns(cls, value: Any, ns: str) -> Interrupt:
return cls(value=value, id=xxh3_128_hexdigest(ns.encode()))
@property
@deprecated("`interrupt_id` is deprecated. Use `id` instead.", category=None)
@@ -726,13 +698,7 @@ class StateSnapshot(NamedTuple):
tasks: tuple[PregelTask, ...]
"""Tasks to execute in this step. If already attempted, may contain an error."""
interrupts: tuple[Interrupt, ...]
"""Interrupts that occurred in this step.
When reading the latest state (`get_state` without a `checkpoint_id`), this
contains only interrupts still waiting for an answer. When reading a specific
checkpoint or state history, it contains the most recent interrupt each task
raised in that step, including ones answered later in the same step.
"""
"""Interrupts that occurred in this step that are pending resolution."""
class Send:
@@ -882,17 +848,7 @@ class Command(Generic[N], ToolOutputMixin):
PARENT: ClassVar[Literal["__parent__"]] = "__parent__"
@overload
def interrupt(value: Any, *, response_schema: type[ResponseT]) -> ResponseT: ...
@overload
def interrupt(value: Any, *, response_schema: dict[str, Any] | None = None) -> Any: ...
def interrupt(
value: Any, *, response_schema: dict[str, Any] | type | None = None
) -> Any:
def interrupt(value: Any) -> Any:
"""Interrupt the graph with a resumable exception from within a node.
The `interrupt` function enables human-in-the-loop workflows by pausing graph
@@ -962,7 +918,7 @@ def interrupt(
for chunk in graph.stream({\"foo\": \"abc\"}, config):
print(chunk)
# > {'__interrupt__': (Interrupt(value='what is your age?', id='45fda8478b2ef754419799e10992af06', response_schema=None),)}
# > {'__interrupt__': (Interrupt(value='what is your age?', id='45fda8478b2ef754419799e10992af06'),)}
command = Command(resume=\"some input from a human!!!\")
@@ -975,20 +931,12 @@ def interrupt(
Args:
value: The value to surface to the client when the graph is interrupted.
response_schema: Optional schema for the value expected on resume, surfaced
to clients so they can render a typed input form. Accepts a JSON Schema
`dict` (used as-is, resume values are not validated), or a Pydantic model
class, `TypedDict`, or dataclass, which are converted to JSON Schema for
clients and used to validate the resume value; the validated object is
what `interrupt` returns.
Returns:
Any: On subsequent invocations within the same node (same task to be precise), returns the value provided during the first invocation,
validated against `response_schema` when one that supports validation was given.
Any: On subsequent invocations within the same node (same task to be precise), returns the value provided during the first invocation
Raises:
GraphInterrupt: On the first invocation within the node, halts execution and surfaces the provided value to the client.
pydantic.ValidationError: When a resume value does not match a Pydantic model, `TypedDict`, or dataclass `response_schema`.
"""
from langgraph._internal._constants import (
CONFIG_KEY_CHECKPOINT_NS,
@@ -1000,36 +948,27 @@ def interrupt(
from langgraph.errors import GraphInterrupt
conf = get_config()["configurable"]
adapter = (
None
if response_schema is None or isinstance(response_schema, dict)
else TypeAdapter(response_schema)
)
# track interrupt index
scratchpad = conf[CONFIG_KEY_SCRATCHPAD]
idx = scratchpad.interrupt_counter()
# find previous resume values
if scratchpad.resume:
if idx < len(scratchpad.resume):
v = scratchpad.resume[idx]
validated = adapter.validate_python(v) if adapter else v
conf[CONFIG_KEY_SEND]([(RESUME, scratchpad.resume[: idx + 1])])
return validated
conf[CONFIG_KEY_SEND]([(RESUME, scratchpad.resume)])
return scratchpad.resume[idx]
# find current resume value
v = scratchpad.get_null_resume(True)
if v is not None:
assert len(scratchpad.resume) == idx, (scratchpad.resume, idx)
validated = adapter.validate_python(v) if adapter else v
scratchpad.resume.append(v)
conf[CONFIG_KEY_SEND]([(RESUME, scratchpad.resume)])
return validated
return v
# no resume value found
raise GraphInterrupt(
(
Interrupt.from_ns(
value=value,
ns=conf[CONFIG_KEY_CHECKPOINT_NS],
response_schema=adapter.json_schema() if adapter else response_schema,
),
)
)
+2 -2
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph"
version = "1.2.14"
version = "1.2.11"
description = "Building stateful, multi-actor applications with LLMs"
authors = []
requires-python = ">=3.10"
@@ -26,7 +26,7 @@ classifiers = [
dependencies = [
"langchain-core>=1.4.7,<2",
"langgraph-checkpoint>=4.1.0,<5.0.0",
"langgraph-sdk>=0.4.6,<0.5.0",
"langgraph-sdk>=0.4.2,<0.5.0",
"langgraph-prebuilt>=1.1.0,<1.2.0",
"xxhash>=3.5.0",
"pydantic>=2.7.4",
+3 -5
View File
@@ -85,13 +85,11 @@ class MemorySaverAssertImmutable(InMemorySaver):
)
== saved
), config["configurable"]["checkpoint_ns"]
next_config = super().put(config, checkpoint, metadata, new_versions)
# Read back, not the object handed in: a DeltaChannel a step did not
# write is refilled on read from the blob its inherited version points at.
self.storage_for_copies[thread_id][checkpoint_ns][checkpoint["id"]] = (
self.serde.dumps_typed(super().get(next_config))
self.serde.dumps_typed(checkpoint)
)
return next_config
# call super to write checkpoint
return super().put(config, checkpoint, metadata, new_versions)
class MemorySaverNoPending(InMemorySaver):
@@ -1,996 +0,0 @@
"""Forking a thread must not replay the abandoned branch into the fork.
Every graph carries a `DeltaChannel` and a plain reducer channel fed the same
values; the plain channel needs no replay, so it is the oracle.
"""
import sys
import threading
from collections.abc import Sequence
from operator import add
from typing import Annotated, Any
import pytest
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import BaseCheckpointSaver
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from typing_extensions import TypedDict
from langgraph._internal._constants import INPUT
from langgraph.channels.delta import DeltaChannel
from langgraph.errors import NodeError
from langgraph.graph import END, START, StateGraph
from langgraph.types import (
Command,
Durability,
Send,
StateSnapshot,
StateUpdate,
interrupt,
)
pytestmark = pytest.mark.anyio
NEEDS_CONTEXTVARS = pytest.mark.skipif(
sys.version_info < (3, 11),
reason="Python 3.11+ is required for async contextvars support",
)
def _append(current: list | None, writes: Sequence[Any]) -> list:
out = list(current or [])
for write in writes:
out.extend(write if isinstance(write, list) else [write])
return out
class _State(TypedDict):
log: Annotated[list, DeltaChannel(_append, snapshot_frequency=1000)]
plain: Annotated[list, add]
other: Annotated[list, add]
def _build(checkpointer: BaseCheckpointSaver, tag: str) -> Any:
def node(state: _State) -> dict:
return {"log": [f"{tag}-out"], "plain": [f"{tag}-out"]}
builder = StateGraph(_State)
builder.add_node("n", node)
builder.set_entry_point("n")
builder.set_finish_point("n")
return builder.compile(checkpointer=checkpointer)
def _build_without_delta_writes(checkpointer: BaseCheckpointSaver, tag: str) -> Any:
def node(state: _State) -> dict:
return {"other": [f"{tag}-other"]}
builder = StateGraph(_State)
builder.add_node("n", node)
builder.set_entry_point("n")
builder.set_finish_point("n")
return builder.compile(checkpointer=checkpointer)
def _thread(thread_id: str) -> RunnableConfig:
return {"configurable": {"thread_id": thread_id}}
def _at(config: RunnableConfig, snapshot: StateSnapshot) -> RunnableConfig:
return {
"configurable": {
**config["configurable"],
"checkpoint_ns": "",
"checkpoint_id": snapshot.config["configurable"]["checkpoint_id"],
}
}
def _both(marker: str) -> dict:
return {"log": [marker], "plain": [marker]}
def _snapshotted_checkpoints(
checkpointer: BaseCheckpointSaver, config: RunnableConfig
) -> list[str]:
return [
tuple_.config["configurable"]["checkpoint_id"]
for tuple_ in checkpointer.list(config)
if isinstance(tuple_.checkpoint["channel_values"].get("log"), _DeltaSnapshot)
]
def _assert_fork_is_clean(state: StateSnapshot, abandoned: str) -> None:
assert state.values["log"] == state.values["plain"], (
f"delta channel diverged from the plain channel: "
f"{state.values['log']} != {state.values['plain']}"
)
assert abandoned not in state.values["log"], (
f"{abandoned!r} belongs to the branch the fork replaced, "
f"but was replayed into {state.values['log']}"
)
def test_fork_by_invoke(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
_build(sync_checkpointer, "first").invoke(
_both("in-1"), config, durability=durability
)
graph = _build(sync_checkpointer, "second")
graph.invoke(_both("in-2"), config, durability=durability)
abandoned_head = graph.get_state(config)
base = next(
snapshot
for snapshot in graph.get_state_history(config)
if "in-2" not in snapshot.values["log"]
)
_build(sync_checkpointer, "third").invoke(
_both("in-3"), _at(config, base), durability=durability
)
state = graph.get_state(config)
_assert_fork_is_clean(state, "in-2")
assert state.values["log"] == [*base.values["log"], "in-3", "third-out"]
abandoned = graph.get_state(abandoned_head.config).values
assert abandoned["log"] == abandoned["plain"] == abandoned_head.values["log"]
async def test_afork_by_invoke(
async_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
await _build(async_checkpointer, "first").ainvoke(
_both("in-1"), config, durability=durability
)
graph = _build(async_checkpointer, "second")
await graph.ainvoke(_both("in-2"), config, durability=durability)
abandoned_head = await graph.aget_state(config)
base = await anext(
snapshot
async for snapshot in graph.aget_state_history(config)
if "in-2" not in snapshot.values["log"]
)
await _build(async_checkpointer, "third").ainvoke(
_both("in-3"), _at(config, base), durability=durability
)
state = await graph.aget_state(config)
_assert_fork_is_clean(state, "in-2")
assert state.values["log"] == [*base.values["log"], "in-3", "third-out"]
abandoned = (await graph.aget_state(abandoned_head.config)).values
assert abandoned["log"] == abandoned["plain"] == abandoned_head.values["log"]
def test_fork_off_checkpoint_before_first_input(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config, durability=durability)
root = list(graph.get_state_history(config))[-1]
assert root.values["log"] == []
_build(sync_checkpointer, "third").invoke(
_both("in-9"), _at(config, root), durability=durability
)
state = graph.get_state(config)
_assert_fork_is_clean(state, "in-1")
assert state.values["log"] == ["in-9", "third-out"]
async def test_afork_off_checkpoint_before_first_input(
async_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build(async_checkpointer, "first")
await graph.ainvoke(_both("in-1"), config, durability=durability)
root = [snapshot async for snapshot in graph.aget_state_history(config)][-1]
assert root.values["log"] == []
await _build(async_checkpointer, "third").ainvoke(
_both("in-9"), _at(config, root), durability=durability
)
state = await graph.aget_state(config)
_assert_fork_is_clean(state, "in-1")
assert state.values["log"] == ["in-9", "third-out"]
def test_fork_by_update_state(sync_checkpointer: BaseCheckpointSaver) -> None:
config = _thread("t")
_build(sync_checkpointer, "first").invoke(_both("in-1"), config)
graph = _build(sync_checkpointer, "second")
graph.invoke(_both("in-2"), config)
base = next(
snapshot
for snapshot in graph.get_state_history(config)
if "in-2" not in snapshot.values["log"]
)
forked = graph.update_state(_at(config, base), _both("patched"))
state = graph.get_state(forked)
_assert_fork_is_clean(state, "in-2")
assert state.values["log"] == [*base.values["log"], "patched"]
async def test_afork_by_update_state(
async_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
await _build(async_checkpointer, "first").ainvoke(_both("in-1"), config)
graph = _build(async_checkpointer, "second")
await graph.ainvoke(_both("in-2"), config)
base = await anext(
snapshot
async for snapshot in graph.aget_state_history(config)
if "in-2" not in snapshot.values["log"]
)
forked = await graph.aupdate_state(_at(config, base), _both("patched"))
state = await graph.aget_state(forked)
_assert_fork_is_clean(state, "in-2")
assert state.values["log"] == [*base.values["log"], "patched"]
def _assert_branch_unchanged(state: StateSnapshot, expected: list, edit: str) -> None:
assert state.values["log"] == state.values["plain"] == expected, (
f"{edit!r} was written by an update_state on this branch's base, "
f"but this branch now reads {state.values['log']}"
)
# The old checkpoint is either a finished turn, which saved no writes, or one
# whose next node already ran there, so the edit reuses that task's id.
@pytest.mark.parametrize("next_node_ran", [False, True])
def test_update_state_on_an_old_checkpoint_leaves_its_other_branch_alone(
sync_checkpointer: BaseCheckpointSaver, next_node_ran: bool
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config)
_build(sync_checkpointer, "second").invoke(_both("in-2"), config)
branch = graph.get_state(config)
base = next(
snapshot
for snapshot in graph.get_state_history(config)
if "in-2" not in snapshot.values["log"]
and snapshot.next == (("n",) if next_node_ran else ())
)
edited = graph.update_state(_at(config, base), _both("edit"), as_node="n")
_assert_branch_unchanged(
graph.get_state(branch.config), branch.values["log"], "edit"
)
assert graph.get_state(edited).values["log"] == [*base.values["log"], "edit"]
_build(sync_checkpointer, "third").invoke(_both("in-3"), branch.config)
_assert_branch_unchanged(
graph.get_state(config),
[*branch.values["log"], "in-3", "third-out"],
"edit",
)
@pytest.mark.parametrize("next_node_ran", [False, True])
async def test_aupdate_state_on_an_old_checkpoint_leaves_its_other_branch_alone(
async_checkpointer: BaseCheckpointSaver, next_node_ran: bool
) -> None:
config = _thread("t")
graph = _build(async_checkpointer, "first")
await graph.ainvoke(_both("in-1"), config)
await _build(async_checkpointer, "second").ainvoke(_both("in-2"), config)
branch = await graph.aget_state(config)
base = await anext(
snapshot
async for snapshot in graph.aget_state_history(config)
if "in-2" not in snapshot.values["log"]
and snapshot.next == (("n",) if next_node_ran else ())
)
edited = await graph.aupdate_state(_at(config, base), _both("edit"), as_node="n")
_assert_branch_unchanged(
await graph.aget_state(branch.config), branch.values["log"], "edit"
)
assert (await graph.aget_state(edited)).values["log"] == [
*base.values["log"],
"edit",
]
await _build(async_checkpointer, "third").ainvoke(_both("in-3"), branch.config)
_assert_branch_unchanged(
await graph.aget_state(config),
[*branch.values["log"], "in-3", "third-out"],
"edit",
)
def test_bulk_update_on_an_old_checkpoint_leaves_its_other_branch_alone(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config)
base = graph.get_state(config)
_build(sync_checkpointer, "second").invoke(_both("in-2"), config)
branch = graph.get_state(config)
edited = graph.bulk_update_state(
_at(config, base),
[[StateUpdate(_both("s1"), "n")], [StateUpdate(_both("s2"), "n")]],
)
_assert_branch_unchanged(graph.get_state(branch.config), branch.values["log"], "s1")
assert graph.get_state(edited).values["log"] == [*base.values["log"], "s1", "s2"]
@pytest.mark.parametrize(
"edit", [_both("edit"), {"other": ["edit"]}], ids=["delta_and_plain", "plain_only"]
)
def test_clearing_an_old_checkpoint_does_not_pick_up_an_edit_of_it(
sync_checkpointer: BaseCheckpointSaver, edit: dict
) -> None:
graph = (
StateGraph(_State)
.add_node("a", lambda state: _both("a"))
.add_node("b", lambda state: _both("b"))
.add_edge(START, "a")
.add_edge("a", "b")
.compile(checkpointer=sync_checkpointer)
)
config = _thread("t")
graph.invoke(_both("in"), config, interrupt_before=["b"])
base = graph.get_state(config)
graph.update_state(config, _both("later"), as_node="a")
graph.update_state(base.config, edit, as_node="b")
cleared = graph.update_state(base.config, None, as_node=END)
values = graph.get_state(cleared).values
assert values["log"] == values["plain"] == ["in", "a"]
assert values["other"] == []
def test_clearing_a_checkpoint_after_editing_it_keeps_the_edit_in_both_channels(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
def q(state: _State) -> dict:
interrupt("continue?")
return _both("q")
graph = (
StateGraph(_State)
.add_node("p", lambda state: _both("p"))
.add_node("q", q)
.add_edge(START, "p")
.add_edge(START, "q")
.compile(checkpointer=sync_checkpointer)
)
config = _thread("t")
graph.invoke(_both("in"), config)
head = graph.get_state(config)
graph.update_state(head.config, _both("edit"), as_node="q")
cleared = graph.update_state(head.config, None, as_node=END)
state = graph.get_state(cleared)
assert state.values["log"] == state.values["plain"] == ["in", "p", "edit"]
def test_update_state_with_the_head_checkpoint_id_stores_no_snapshot(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config)
for i in range(3):
graph.update_state(graph.get_state(config).config, _both(f"u{i}"))
assert not _snapshotted_checkpoints(sync_checkpointer, config)
assert graph.get_state(config).values["log"] == [
"in-1",
"first-out",
"u0",
"u1",
"u2",
]
def test_unaddressed_run_keeps_snapshot_cadence(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config, durability=durability)
graph.invoke(_both("in-2"), config, durability=durability)
assert not _snapshotted_checkpoints(sync_checkpointer, config)
def test_fork_before_first_value_when_fork_never_writes_the_channel(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config, durability=durability)
root = list(graph.get_state_history(config))[-1]
assert root.values["log"] == []
_build_without_delta_writes(sync_checkpointer, "third").invoke(
{"other": ["in-9"]}, _at(config, root), durability=durability
)
state = graph.get_state(config)
_assert_fork_is_clean(state, "in-1")
assert state.values["log"] == []
async def test_afork_before_first_value_when_fork_never_writes_the_channel(
async_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build(async_checkpointer, "first")
await graph.ainvoke(_both("in-1"), config, durability=durability)
root = [snapshot async for snapshot in graph.aget_state_history(config)][-1]
assert root.values["log"] == []
await _build_without_delta_writes(async_checkpointer, "third").ainvoke(
{"other": ["in-9"]}, _at(config, root), durability=durability
)
state = await graph.aget_state(config)
_assert_fork_is_clean(state, "in-1")
assert state.values["log"] == []
def test_fork_before_first_value_by_bulk_update(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config)
root = list(graph.get_state_history(config))[-1]
assert root.values["log"] == []
forked = graph.bulk_update_state(
_at(config, root),
[
[StateUpdate({"other": ["s1"]}, "n")],
[StateUpdate(_both("s2"), "n")],
],
)
state = graph.get_state(forked)
_assert_fork_is_clean(state, "in-1")
assert state.values["log"] == ["s2"]
@pytest.mark.parametrize("first_as_node", [INPUT, END, "__copy__"])
def test_fork_by_bulk_update_whose_first_superstep_is_not_a_node(
sync_checkpointer: BaseCheckpointSaver, first_as_node: str
) -> None:
config = _thread("t")
_build(sync_checkpointer, "first").invoke(_both("in-1"), config)
graph = _build(sync_checkpointer, "second")
graph.invoke(_both("in-2"), config)
base = next(
snapshot
for snapshot in graph.get_state_history(config)
if "in-2" not in snapshot.values["log"]
)
first = (
StateUpdate(_both("first-step"), first_as_node)
if first_as_node == INPUT
else StateUpdate(None, first_as_node)
)
forked = graph.bulk_update_state(
_at(config, base),
[[first], [StateUpdate(_both("second-step"), "n")]],
)
state = graph.get_state(forked)
assert state.values["log"] == state.values["plain"], (
f"delta channel diverged from the plain channel: "
f"{state.values['log']} != {state.values['plain']}"
)
def test_bulk_update_after_a_copy_stores_no_snapshot(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
_build(sync_checkpointer, "first").invoke(_both("in-1"), config)
graph = _build(sync_checkpointer, "second")
graph.invoke(_both("in-2"), config)
base = next(
s for s in graph.get_state_history(config) if "in-2" not in s.values["log"]
)
forked = graph.bulk_update_state(
_at(config, base),
[[StateUpdate(None, "__copy__")], [StateUpdate(_both("s2"), "n")]],
)
assert graph.get_state(forked).values["log"] == ["in-1", "first-out", "s2"]
assert not _snapshotted_checkpoints(sync_checkpointer, config)
def test_unaddressed_bulk_update_keeps_snapshot_cadence(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "first")
graph.invoke(_both("in-1"), config)
graph.bulk_update_state(
config,
[[StateUpdate(_both(f"u{i}"), "n")] for i in range(4)],
)
assert not _snapshotted_checkpoints(sync_checkpointer, config)
def _build_two_steps(checkpointer: BaseCheckpointSaver, subgraph: bool) -> Any:
if subgraph:
inner = StateGraph(_State)
inner.add_node("b1", lambda state: _both("b1"))
inner.add_node("b2", lambda state: _both("b2"))
inner.add_edge(START, "b1")
inner.add_edge("b1", "b2")
second: Any = inner.compile()
else:
second = lambda state: _both("b") # noqa: E731
builder = StateGraph(_State)
builder.add_node("a", lambda state: _both("a"))
builder.add_node("b", second)
builder.add_edge(START, "a")
builder.add_edge("a", "b")
return builder.compile(checkpointer=checkpointer)
@pytest.mark.parametrize(
"replay_input", [None, Command(update=_both("cmd"))], ids=["none", "command"]
)
@pytest.mark.parametrize("subgraph", [False, True])
def test_replay_from_an_edit_the_thread_moved_past_leaves_its_branch_alone(
sync_checkpointer: BaseCheckpointSaver,
durability: Durability,
subgraph: bool,
replay_input: Command | None,
) -> None:
graph = _build_two_steps(sync_checkpointer, subgraph)
config = _thread("t")
graph.invoke(_both("in-1"), config, durability=durability)
edit = graph.update_state(config, _both("edit"), as_node="a")
graph.invoke(_both("in-2"), config, durability=durability)
branch = graph.get_state(config)
graph.invoke(replay_input, edit, durability=durability)
after = graph.get_state(branch.config).values
assert after["log"] == after["plain"] == branch.values["log"], (
f"a replay from the edit wrote into the branch that already grew from it: "
f"{after['log']}"
)
replay = graph.get_state(config).values
assert replay["log"] == replay["plain"]
@pytest.mark.parametrize(
"replay_input", [None, Command(update=_both("cmd"))], ids=["none", "command"]
)
@pytest.mark.parametrize("subgraph", [False, True])
async def test_areplay_from_an_edit_the_thread_moved_past_leaves_its_branch_alone(
async_checkpointer: BaseCheckpointSaver,
durability: Durability,
subgraph: bool,
replay_input: Command | None,
) -> None:
graph = _build_two_steps(async_checkpointer, subgraph)
config = _thread("t")
await graph.ainvoke(_both("in-1"), config, durability=durability)
edit = await graph.aupdate_state(config, _both("edit"), as_node="a")
await graph.ainvoke(_both("in-2"), config, durability=durability)
branch = await graph.aget_state(config)
await graph.ainvoke(replay_input, edit, durability=durability)
after = (await graph.aget_state(branch.config)).values
assert after["log"] == after["plain"] == branch.values["log"], (
f"a replay from the edit wrote into the branch that already grew from it: "
f"{after['log']}"
)
replay = (await graph.aget_state(config)).values
assert replay["log"] == replay["plain"]
@pytest.mark.parametrize(
"command",
[Command(update=_both("cmd")), Command(goto="a")],
ids=["update", "goto"],
)
def test_command_replay_of_an_old_checkpoint_stores_nothing_on_it(
sync_checkpointer: BaseCheckpointSaver, durability: Durability, command: Command
) -> None:
graph = _build_two_steps(sync_checkpointer, subgraph=False)
config = _thread("t")
graph.invoke(_both("in"), config, interrupt_before=["b"], durability=durability)
old = graph.get_state(config)
graph.invoke(None, config, durability=durability)
branch = graph.get_state(config)
graph.invoke(command, old.config, durability=durability)
after = graph.get_state(branch.config).values
assert after["log"] == after["plain"] == branch.values["log"]
graph.invoke(None, old.config, durability=durability)
replay = graph.get_state(config).values
assert replay["log"] == replay["plain"] == ["in", "a", "b"], (
f"a later replay of the checkpoint repeated the earlier Command: {replay}"
)
def _build_paused_before_b(checkpointer: BaseCheckpointSaver) -> Any:
builder = StateGraph(_State)
builder.add_node("a", lambda state: _both("a"))
builder.add_node("b", lambda state: _both("b"))
builder.add_edge(START, "a")
builder.add_edge("a", "b")
builder.add_edge("b", END)
return builder.compile(checkpointer=checkpointer, interrupt_before=["b"])
def _build_parallel_interrupt(checkpointer: BaseCheckpointSaver) -> Any:
def ask(state: _State) -> dict:
interrupt("approve?")
return {"other": ["q"]}
builder = StateGraph(_State)
builder.add_node("p", lambda state: _both("p"))
builder.add_node("q", ask)
builder.add_edge(START, "p")
builder.add_edge(START, "q")
return builder.compile(checkpointer=checkpointer)
def test_resume_at_interrupt_before_with_the_head_checkpoint_id_runs_the_node(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build_paused_before_b(sync_checkpointer)
graph.invoke(_both("in"), config, durability=durability)
graph.invoke(None, graph.get_state(config).config, durability=durability)
state = graph.get_state(config)
assert state.next == (), f"resume paused again before {state.next}"
assert state.values["log"] == state.values["plain"] == ["in", "a", "b"]
async def test_aresume_at_interrupt_before_with_the_head_checkpoint_id_runs_the_node(
async_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build_paused_before_b(async_checkpointer)
await graph.ainvoke(_both("in"), config, durability=durability)
await graph.ainvoke(
None, (await graph.aget_state(config)).config, durability=durability
)
state = await graph.aget_state(config)
assert state.next == (), f"resume paused again before {state.next}"
assert state.values["log"] == state.values["plain"] == ["in", "a", "b"]
def test_replay_from_a_paused_checkpoint_runs_the_node_once(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
graph = _build_paused_before_b(sync_checkpointer)
graph.invoke(_both("in"), config)
paused = graph.get_state(config).config
graph.invoke(None, config)
graph.invoke(None, paused)
state = graph.get_state(config)
assert state.next == (), f"replay paused again before {state.next}"
assert state.values["log"] == state.values["plain"] == ["in", "a", "b"]
@pytest.mark.parametrize("addressed", [False, True])
def test_new_input_on_an_interrupted_head_does_not_replay_its_pending_writes(
sync_checkpointer: BaseCheckpointSaver, durability: Durability, addressed: bool
) -> None:
config = _thread("t")
graph = _build_parallel_interrupt(sync_checkpointer)
graph.invoke(_both("in-1"), config, durability=durability)
head = graph.get_state(config).config
graph.invoke(_both("in-2"), head if addressed else config, durability=durability)
state = graph.get_state(config)
assert state.values["log"] == state.values["plain"] == ["in-1", "in-2", "p"]
def _build_deferred_after_interrupt(checkpointer: BaseCheckpointSaver) -> Any:
builder = StateGraph(_State)
builder.add_node("a", lambda state: _both("a"))
builder.add_node("b", lambda state: _both("b"), defer=True)
builder.add_node("c", lambda state: {})
builder.add_edge(START, "a")
builder.add_edge("a", "b")
builder.add_edge("a", "c")
return builder.compile(checkpointer=checkpointer, interrupt_after=["a"])
@pytest.mark.parametrize(
"durability",
[
"sync",
"async",
pytest.param(
"exit",
marks=pytest.mark.xfail(
reason="exit durability stores a resumed run's loaded writes twice",
strict=True,
),
),
],
)
def test_resume_on_an_interrupted_head_consumes_its_writes_without_a_snapshot(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build_parallel_interrupt(sync_checkpointer)
graph.invoke(_both("in-1"), config, durability=durability)
graph.invoke(Command(resume="yes"), config, durability=durability)
state = graph.get_state(config)
assert state.next == ()
assert state.values["log"] == state.values["plain"] == ["in-1", "p"]
assert not _snapshotted_checkpoints(sync_checkpointer, config)
def test_resume_whose_node_writes_the_delta_channel_stores_no_snapshot(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
def ask(state: _State) -> dict:
return _both(interrupt("continue?"))
graph = (
StateGraph(_State)
.add_node("ask", ask)
.add_edge(START, "ask")
.compile(checkpointer=sync_checkpointer)
)
config = _thread("t")
graph.invoke(_both("in"), config, durability=durability)
graph.invoke(Command(resume="yes"), config, durability=durability)
state = graph.get_state(config)
assert state.values["log"] == state.values["plain"] == ["in", "yes"]
assert not _snapshotted_checkpoints(sync_checkpointer, config)
def test_resume_after_interrupt_before_stores_no_snapshot(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "n")
graph.invoke(_both("in"), config, interrupt_before=["n"], durability=durability)
graph.invoke(None, config, durability=durability)
state = graph.get_state(config)
assert state.values["log"] == state.values["plain"] == ["in", "n-out"]
assert not _snapshotted_checkpoints(sync_checkpointer, config)
def _build_send_fan_out(checkpointer: BaseCheckpointSaver) -> Any:
def q(state: _State) -> dict:
interrupt("continue?")
return _both("q")
builder = StateGraph(_State)
builder.add_node("p", lambda state: _both("p"))
builder.add_node("q", q)
builder.add_conditional_edges(
START, lambda state: [Send("p", state), Send("q", state)], ["p", "q"]
)
return builder.compile(checkpointer=checkpointer)
def test_resume_that_replaces_the_pending_sends_drops_the_finished_task(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
graph = _build_send_fan_out(sync_checkpointer)
config = _thread("t")
graph.invoke(_both("in"), config, durability=durability)
live = graph.invoke(
Command(resume="yes", goto=[Send("q", _both("unused"))]),
config,
durability=durability,
)
state = graph.get_state(config)
assert state.values["log"] == state.values["plain"] == live["log"], (
f"'p' ran in the fan-out the resume replaced, but the reload reads "
f"{state.values['log']} against the live {live['log']}"
)
@NEEDS_CONTEXTVARS
async def test_aresume_that_replaces_the_pending_sends_drops_the_finished_task(
async_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
graph = _build_send_fan_out(async_checkpointer)
config = _thread("t")
await graph.ainvoke(_both("in"), config, durability=durability)
live = await graph.ainvoke(
Command(resume="yes", goto=[Send("q", _both("unused"))]),
config,
durability=durability,
)
state = await graph.aget_state(config)
assert state.values["log"] == state.values["plain"] == live["log"], (
f"'p' ran in the fan-out the resume replaced, but the reload reads "
f"{state.values['log']} against the live {live['log']}"
)
def test_replay_interrupted_in_its_first_step_still_seals_the_fork(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
graph = _build_send_fan_out(sync_checkpointer)
config = _thread("t")
graph.invoke(_both("in"), config, durability=durability)
graph.invoke(None, graph.get_state(config).config, durability=durability)
state = graph.get_state(config)
assert state.values["log"] == state.values["plain"] == ["in", "p"], (
f"the replay reran p, so the fork must not also replay the first p, "
f"but it reads {state.values['log']}"
)
@NEEDS_CONTEXTVARS
async def test_areplay_interrupted_in_its_first_step_still_seals_the_fork(
async_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
graph = _build_send_fan_out(async_checkpointer)
config = _thread("t")
await graph.ainvoke(_both("in"), config, durability=durability)
await graph.ainvoke(
None, (await graph.aget_state(config)).config, durability=durability
)
state = await graph.aget_state(config)
assert state.values["log"] == state.values["plain"] == ["in", "p"], (
f"the replay reran p, so the fork must not also replay the first p, "
f"but it reads {state.values['log']}"
)
def test_resume_addressed_at_an_interrupted_head_reruns_its_tasks_once(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
config = _thread("t")
graph = _build_parallel_interrupt(sync_checkpointer)
graph.invoke(_both("in-1"), config, durability=durability)
graph.invoke(
Command(resume="yes"), graph.get_state(config).config, durability=durability
)
state = graph.get_state(config)
assert state.next == ()
assert state.values["log"] == state.values["plain"] == ["in-1", "p"]
def test_update_state_with_the_head_checkpoint_id_keeps_a_deferred_node(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
graph = _build_deferred_after_interrupt(sync_checkpointer)
config = _thread("t")
graph.invoke(_both("in"), config)
graph.update_state(graph.get_state(config).config, _both("u"), as_node="c")
graph.invoke(None, config)
state = graph.get_state(config)
assert state.next == (), f"deferred node never ran, still pending: {state.next}"
assert state.values["log"] == state.values["plain"] == ["in", "a", "u", "b"]
async def test_aupdate_state_with_the_head_checkpoint_id_keeps_a_deferred_node(
async_checkpointer: BaseCheckpointSaver,
) -> None:
graph = _build_deferred_after_interrupt(async_checkpointer)
config = _thread("t")
await graph.ainvoke(_both("in"), config)
await graph.aupdate_state(
(await graph.aget_state(config)).config, _both("u"), as_node="c"
)
await graph.ainvoke(None, config)
state = await graph.aget_state(config)
assert state.next == (), f"deferred node never ran, still pending: {state.next}"
assert state.values["log"] == state.values["plain"] == ["in", "a", "u", "b"]
def test_turns_addressed_at_the_head_store_no_snapshot(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
config = _thread("t")
graph = _build(sync_checkpointer, "turn")
graph.invoke(_both("in-1"), config)
for turn in range(2, 5):
graph.invoke(_both(f"in-{turn}"), graph.get_state(config).config)
assert not _snapshotted_checkpoints(sync_checkpointer, config)
assert (
graph.get_state(config).values["log"] == graph.get_state(config).values["plain"]
)
def test_resume_that_reruns_an_error_handler_drops_its_stored_writes(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
handled = threading.Event()
attempts = {"c": 0}
def fails(state: _State) -> dict:
raise RuntimeError("f always fails")
def handler(state: _State, error: NodeError) -> dict:
handled.set()
return _both("h")
def flaky(state: _State) -> dict:
attempts["c"] += 1
if attempts["c"] == 1:
assert handled.wait(5)
raise ValueError("c fails once")
return _both("c")
graph = (
StateGraph(_State)
.add_node("f", fails, error_handler=handler)
.add_node("c", flaky)
.add_edge(START, "f")
.add_edge(START, "c")
.compile(checkpointer=sync_checkpointer)
)
config = _thread("t")
with pytest.raises(ValueError):
graph.invoke(_both("in"), config, durability=durability)
live = graph.invoke(None, config, durability=durability)
state = graph.get_state(config)
assert state.values["log"] == state.values["plain"] == live["log"]
@@ -1,496 +0,0 @@
import operator
from typing import Annotated, Any, Literal
import pytest
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import BaseCheckpointSaver
from langgraph.checkpoint.memory import InMemorySaver
from typing_extensions import TypedDict
from langgraph._internal._constants import CONFIG_KEY_CHECKPOINTER
from langgraph.channels.delta import DeltaChannel
from langgraph.graph import END, START, StateGraph
from langgraph.pregel._checkpoint import (
achannels_from_checkpoint,
channels_from_checkpoint,
empty_checkpoint,
)
pytestmark = pytest.mark.anyio
def _extend(state: list | None, writes: list[Any]) -> list:
out = list(state or [])
for write in writes:
out.extend(write if isinstance(write, list) else [write])
return out
def _state_schema(snapshot_frequency: int = 1000) -> type:
class State(TypedDict, total=False):
delta: Annotated[
list, DeltaChannel(_extend, snapshot_frequency=snapshot_frequency)
]
plain: Annotated[list, operator.add]
return State
def _both(*items: str) -> dict:
return {"delta": list(items), "plain": list(items)}
def _child_builder(*, snapshot_frequency: int = 1000) -> StateGraph:
builder = StateGraph(_state_schema(snapshot_frequency))
builder.add_node("a", lambda state: _both("a1"))
builder.add_node("b", lambda state: _both("b1", "b2"))
builder.add_edge(START, "a")
builder.add_edge("a", "b")
builder.add_edge("b", END)
return builder
def _wrap(
inner: StateGraph,
*,
checkpointer: bool | None = None,
interrupt_before: list[str] | None = None,
) -> StateGraph:
builder = StateGraph(inner.state_schema)
builder.add_node(
"child",
inner.compile(checkpointer=checkpointer, interrupt_before=interrupt_before),
)
builder.add_edge(START, "child")
builder.add_edge("child", END)
return builder
def _nested_app(
checkpointer: BaseCheckpointSaver,
*,
depth: int = 1,
snapshot_frequency: int = 1000,
pause_before_b: bool = False,
subgraph_checkpointer: bool | None = None,
) -> Any:
graph = _child_builder(snapshot_frequency=snapshot_frequency)
for _ in range(depth):
graph = _wrap(
graph,
checkpointer=subgraph_checkpointer,
interrupt_before=["b"] if pause_before_b else None,
)
return graph.compile(checkpointer=checkpointer)
def _scoped(config: dict, namespace: str) -> dict:
return {"configurable": {**config["configurable"], "checkpoint_ns": namespace}}
def _child_namespace(app: Any, config: dict, *, depth: int = 1) -> str:
namespace = ""
for level in range(depth):
scoped = _scoped(config, namespace) if namespace else config
namespace = next(
(
task.state["configurable"]["checkpoint_ns"]
for snapshot in app.get_state_history(scoped)
for task in snapshot.tasks
if task.name == "child" and isinstance(task.state, dict)
),
"",
)
assert namespace, f"no `child` subgraph task at nesting level {level}"
return namespace
async def _achild_namespace(app: Any, config: dict) -> str:
async for snapshot in app.aget_state_history(config):
for task in snapshot.tasks:
if task.name == "child" and isinstance(task.state, dict):
return task.state["configurable"]["checkpoint_ns"]
raise AssertionError("no `child` subgraph task")
HISTORY = [_both("a1", "b1", "b2"), _both("a1"), _both(), _both()]
def test_subgraph_get_state(sync_checkpointer: BaseCheckpointSaver) -> None:
app = _nested_app(sync_checkpointer)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
child = _scoped(config, _child_namespace(app, config))
assert app.get_state(config).values == _both("a1", "b1", "b2")
assert app.get_state(child).values == _both("a1", "b1", "b2")
async def test_subgraph_aget_state(async_checkpointer: BaseCheckpointSaver) -> None:
app = _nested_app(async_checkpointer)
config = {"configurable": {"thread_id": "1"}}
await app.ainvoke({}, config)
child = _scoped(config, await _achild_namespace(app, config))
assert (await app.aget_state(child)).values == _both("a1", "b1", "b2")
def test_subgraph_get_state_history(sync_checkpointer: BaseCheckpointSaver) -> None:
app = _nested_app(sync_checkpointer)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
child = _scoped(config, _child_namespace(app, config))
assert [s.values for s in app.get_state_history(child)] == HISTORY
async def test_subgraph_aget_state_history(
async_checkpointer: BaseCheckpointSaver,
) -> None:
app = _nested_app(async_checkpointer)
config = {"configurable": {"thread_id": "1"}}
await app.ainvoke({}, config)
child = _scoped(config, await _achild_namespace(app, config))
assert [s.values async for s in app.aget_state_history(child)] == HISTORY
def test_doubly_nested_subgraph_get_state(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
app = _nested_app(sync_checkpointer, depth=2)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
child = _scoped(config, _child_namespace(app, config, depth=2))
assert app.get_state(child).values == _both("a1", "b1", "b2")
@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
def test_interrupted_subgraph_task_state(
sync_checkpointer: BaseCheckpointSaver,
persistence: Literal["per-invocation", "per-thread"],
) -> None:
app = _nested_app(
sync_checkpointer,
pause_before_b=True,
subgraph_checkpointer=True if persistence == "per-thread" else None,
)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
(task,) = app.get_state(config, subgraphs=True).tasks
assert task.state.values == _both("a1")
@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
async def test_interrupted_subgraph_task_state_async(
async_checkpointer: BaseCheckpointSaver,
persistence: Literal["per-invocation", "per-thread"],
) -> None:
app = _nested_app(
async_checkpointer,
pause_before_b=True,
subgraph_checkpointer=True if persistence == "per-thread" else None,
)
config = {"configurable": {"thread_id": "1"}}
await app.ainvoke({}, config)
(task,) = (await app.aget_state(config, subgraphs=True)).tasks
assert task.state.values == _both("a1")
@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
def test_interrupted_subgraph_history_from_its_task_config(
sync_checkpointer: BaseCheckpointSaver,
persistence: Literal["per-invocation", "per-thread"],
) -> None:
app = _nested_app(
sync_checkpointer,
pause_before_b=True,
subgraph_checkpointer=True if persistence == "per-thread" else None,
)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
(task,) = app.get_state(config).tasks
history = list(app.get_state_history(task.state))
assert [snapshot.values for snapshot in history][:1] == [_both("a1")]
@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
async def test_interrupted_subgraph_ahistory_from_its_task_config(
async_checkpointer: BaseCheckpointSaver,
persistence: Literal["per-invocation", "per-thread"],
) -> None:
app = _nested_app(
async_checkpointer,
pause_before_b=True,
subgraph_checkpointer=True if persistence == "per-thread" else None,
)
config = {"configurable": {"thread_id": "1"}}
await app.ainvoke({}, config)
(task,) = (await app.aget_state(config)).tasks
history = [snapshot async for snapshot in app.aget_state_history(task.state)]
assert [snapshot.values for snapshot in history][:1] == [_both("a1")]
@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
def test_interrupted_subgraph_update_state_from_its_task_config(
sync_checkpointer: BaseCheckpointSaver,
persistence: Literal["per-invocation", "per-thread"],
) -> None:
app = _nested_app(
sync_checkpointer,
pause_before_b=True,
subgraph_checkpointer=True if persistence == "per-thread" else None,
)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
(task,) = app.get_state(config).tasks
app.update_state(task.state, _both("edit"), as_node="a")
(task,) = app.get_state(config, subgraphs=True).tasks
assert task.state.values == _both("a1", "edit")
@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
async def test_interrupted_subgraph_aupdate_state_from_its_task_config(
async_checkpointer: BaseCheckpointSaver,
persistence: Literal["per-invocation", "per-thread"],
) -> None:
app = _nested_app(
async_checkpointer,
pause_before_b=True,
subgraph_checkpointer=True if persistence == "per-thread" else None,
)
config = {"configurable": {"thread_id": "1"}}
await app.ainvoke({}, config)
(task,) = (await app.aget_state(config)).tasks
await app.aupdate_state(task.state, _both("edit"), as_node="a")
(task,) = (await app.aget_state(config, subgraphs=True)).tasks
assert task.state.values == _both("a1", "edit")
def test_subgraph_update_state_keeps_history(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
app = _nested_app(sync_checkpointer, snapshot_frequency=2)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
child = _scoped(config, _child_namespace(app, config))
app.update_state(child, _both("manual"))
assert app.get_state(child).values == _both("a1", "b1", "b2", "manual")
async def test_subgraph_aupdate_state_keeps_history(
async_checkpointer: BaseCheckpointSaver,
) -> None:
app = _nested_app(async_checkpointer, snapshot_frequency=2)
config = {"configurable": {"thread_id": "1"}}
await app.ainvoke({}, config)
child = _scoped(config, await _achild_namespace(app, config))
await app.aupdate_state(child, _both("manual"))
assert (await app.aget_state(child)).values == _both("a1", "b1", "b2", "manual")
def test_stateless_subgraph_persists_nothing(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
app = _nested_app(sync_checkpointer, subgraph_checkpointer=False)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
child_tasks = [
task
for snapshot in app.get_state_history(config)
for task in snapshot.tasks
if task.name == "child" and isinstance(task.state, dict)
]
assert child_tasks == []
assert app.get_state(config).values == _both("a1", "b1", "b2")
def test_completed_subgraph_exposes_no_task_state(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
app = _nested_app(sync_checkpointer)
config = {"configurable": {"thread_id": "1"}}
app.invoke({}, config)
assert app.get_state(config, subgraphs=True).tasks == ()
def _written_delta_checkpoint() -> Any:
checkpoint = empty_checkpoint()
checkpoint["channel_versions"]["delta"] = 1
return checkpoint
def test_hydrating_written_delta_channel_without_saver_raises() -> None:
with pytest.raises(ValueError, match="no checkpointer"):
channels_from_checkpoint(
{"delta": DeltaChannel(_extend)}, _written_delta_checkpoint()
)
async def test_ahydrating_written_delta_channel_without_saver_raises() -> None:
with pytest.raises(ValueError, match="no checkpointer"):
await achannels_from_checkpoint(
{"delta": DeltaChannel(_extend)}, _written_delta_checkpoint()
)
def test_hydrating_written_delta_channel_without_config_raises() -> None:
with pytest.raises(ValueError, match="no checkpointer"):
channels_from_checkpoint(
{"delta": DeltaChannel(_extend)},
_written_delta_checkpoint(),
saver=InMemorySaver(),
)
def test_hydrating_unwritten_delta_channel_without_saver_is_empty() -> None:
channels, _ = channels_from_checkpoint(
{"delta": DeltaChannel(_extend)}, empty_checkpoint()
)
assert channels["delta"].get() == []
def test_root_checkpointer_true_graph_state_read_raises() -> None:
app = _child_builder().compile(checkpointer=True)
with pytest.raises(RuntimeError, match="checkpointer=True cannot be used"):
app.get_state({"configurable": {"thread_id": "1"}})
def test_stateless_graph_update_state_ignores_lent_saver() -> None:
saver = InMemorySaver()
app = _child_builder().compile(checkpointer=False)
config = {
"configurable": {
"thread_id": "1",
"checkpoint_ns": "child:1",
CONFIG_KEY_CHECKPOINTER: saver,
}
}
with pytest.raises(ValueError, match="No checkpointer set"):
app.update_state(config, _both("x"), as_node="a")
assert list(saver.list(None)) == []
def test_graph_without_a_checkpointer_reads_through_a_lent_saver(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
app = _child_builder().compile()
config = {
"configurable": {"thread_id": "1", CONFIG_KEY_CHECKPOINTER: sync_checkpointer}
}
app.invoke(_both("in"), config)
assert app.get_state(config).values == _both("in", "a1", "b1", "b2")
app.update_state(config, _both("edit"), as_node="b")
assert app.get_state(config).values == _both("in", "a1", "b1", "b2", "edit")
assert next(iter(app.get_state_history(config))).values == _both(
"in", "a1", "b1", "b2", "edit"
)
async def test_graph_without_a_checkpointer_areads_through_a_lent_saver(
async_checkpointer: BaseCheckpointSaver,
) -> None:
app = _child_builder().compile()
config = {
"configurable": {"thread_id": "1", CONFIG_KEY_CHECKPOINTER: async_checkpointer}
}
await app.ainvoke(_both("in"), config)
assert (await app.aget_state(config)).values == _both("in", "a1", "b1", "b2")
await app.aupdate_state(config, _both("edit"), as_node="b")
assert (await app.aget_state(config)).values == _both(
"in", "a1", "b1", "b2", "edit"
)
history = [s async for s in app.aget_state_history(config)]
assert history[0].values == _both("in", "a1", "b1", "b2", "edit")
def test_second_call_of_a_checkpointer_true_subgraph_reads_its_own_history(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
child = _child_builder().compile(checkpointer=True)
def node(state: dict) -> dict:
child.invoke(_both("first"))
child.invoke(_both("second"))
return {}
builder = StateGraph(_state_schema())
builder.add_node("node", node)
builder.add_edge(START, "node")
builder.compile(checkpointer=sync_checkpointer).invoke(
_both(), {"configurable": {"thread_id": "1"}}
)
def read(namespace: str) -> dict:
return child.get_state(
{
"configurable": {
"thread_id": "1",
"checkpoint_ns": namespace,
CONFIG_KEY_CHECKPOINTER: sync_checkpointer,
}
}
).values
assert read("node") == _both("first", "a1", "b1", "b2")
assert read("node|1") == _both("second", "a1", "b1", "b2")
async def test_second_call_of_a_checkpointer_true_subgraph_areads_its_own_history(
async_checkpointer: BaseCheckpointSaver,
) -> None:
child = _child_builder().compile(checkpointer=True)
async def node(state: dict, config: RunnableConfig) -> dict:
await child.ainvoke(_both("first"), config)
await child.ainvoke(_both("second"), config)
return {}
builder = StateGraph(_state_schema())
builder.add_node("node", node)
builder.add_edge(START, "node")
await builder.compile(checkpointer=async_checkpointer).ainvoke(
_both(), {"configurable": {"thread_id": "1"}}
)
async def read(namespace: str) -> dict:
snapshot = await child.aget_state(
{
"configurable": {
"thread_id": "1",
"checkpoint_ns": namespace,
CONFIG_KEY_CHECKPOINTER: async_checkpointer,
}
}
)
return snapshot.values
assert await read("node") == _both("first", "a1", "b1", "b2")
assert await read("node|1") == _both("second", "a1", "b1", "b2")
@@ -16,7 +16,6 @@ from typing_extensions import TypedDict
from langgraph.channels.delta import DeltaChannel
from langgraph.graph import END, START, StateGraph
from langgraph.pregel._checkpoint import delta_channels_to_snapshot
from langgraph.types import Command, interrupt
pytestmark = pytest.mark.anyio
@@ -95,28 +94,6 @@ async def test_forced_snapshot_single_run() -> None:
assert "seed-a" in state.values["a"]
async def test_supersteps_bound_skips_a_channel_never_written() -> None:
with patch(
"langgraph.pregel._checkpoint.DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT",
3,
):
saver = InMemorySaver()
graph = _build_two_channel_graph(saver, n_loops=4)
config = {"configurable": {"thread_id": "never-written"}}
graph.invoke({"a": ["seed-a"]}, config)
minted = [
t.config["configurable"]["checkpoint_id"]
for t in saver.list(config)
if "b" in t.checkpoint["channel_versions"]
]
assert not minted, (
f"b was never written, but {len(minted)} checkpoints minted it a version"
)
assert graph.get_state(config).values["b"] == []
async def test_forced_snapshot_accumulates_across_runs() -> None:
"""Supersteps counter for an unwritten channel persists across separate
invoke() calls. After enough runs, the channel is force-snapshotted."""
@@ -162,126 +139,13 @@ async def test_predicate_fires_on_supersteps_overflow() -> None:
channels = {"x": ch_instance}
counters: dict[str, tuple[int, int]] = {"x": (0, 5000)}
result = delta_channels_to_snapshot(channels, counters, {"x": 1})
result = delta_channels_to_snapshot(channels, counters)
assert "x" in result
counters_below: dict[str, tuple[int, int]] = {"x": (0, 4999)}
result2 = delta_channels_to_snapshot(channels, counters_below, {"x": 1})
result2 = delta_channels_to_snapshot(channels, counters_below)
assert "x" not in result2
assert not delta_channels_to_snapshot(channels, counters, {}), (
"a channel with no version was never written, so it has nothing to snapshot"
)
def _delta_counters(saver: InMemorySaver, config: Any) -> dict[str, list[int]]:
tup = saver.get_tuple(config)
assert tup is not None
counters = tup.metadata.get("counters_since_delta_snapshot") or {}
return {ch: list(c) for ch, c in counters.items()}
_CLEAR_COPY_AND_INPUT_UPDATES = pytest.mark.parametrize(
("values", "as_node", "supersteps"),
[
(None, END, 1),
(None, "__copy__", 0),
({"a": []}, "__input__", 1),
],
ids=["clear as END", "copy", "update as input"],
)
@_CLEAR_COPY_AND_INPUT_UPDATES
def test_update_state_path_keeps_delta_counters(
values: Any, as_node: str, supersteps: int
) -> None:
saver = InMemorySaver()
graph = _build_two_channel_graph(saver)
config = {"configurable": {"thread_id": "counters"}}
graph.invoke({"a": ["seed-a"], "b": ["seed-b"]}, config)
before = _delta_counters(saver, config)
assert set(before) == {"a", "b"}, f"both channels need live counters: {before}"
updated = graph.update_state(config, values, as_node=as_node)
assert _delta_counters(saver, updated) == {
ch: [u, s + supersteps] for ch, (u, s) in before.items()
}
@_CLEAR_COPY_AND_INPUT_UPDATES
async def test_aupdate_state_path_keeps_delta_counters(
values: Any, as_node: str, supersteps: int
) -> None:
saver = InMemorySaver()
graph = _build_two_channel_graph(saver)
config = {"configurable": {"thread_id": "counters"}}
await graph.ainvoke({"a": ["seed-a"], "b": ["seed-b"]}, config)
before = _delta_counters(saver, config)
assert set(before) == {"a", "b"}, f"both channels need live counters: {before}"
updated = await graph.aupdate_state(config, values, as_node=as_node)
assert _delta_counters(saver, updated) == {
ch: [u, s + supersteps] for ch, (u, s) in before.items()
}
_UPDATES_THAT_ADD_A_SUPERSTEP = pytest.mark.parametrize(
("values", "as_node"),
[(None, END), ({"a": []}, "__input__")],
ids=["clear as END", "update as input"],
)
@_UPDATES_THAT_ADD_A_SUPERSTEP
def test_update_state_path_snapshots_at_the_supersteps_bound(
values: Any, as_node: str
) -> None:
saver = InMemorySaver()
graph = _build_two_channel_graph(saver)
config = {"configurable": {"thread_id": "bound"}}
graph.invoke({"a": ["seed-a"], "b": ["seed-b"]}, config)
expected = graph.get_state(config).values
supersteps = _delta_counters(saver, config)["b"][1]
with patch(
"langgraph.pregel._checkpoint.DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT",
supersteps + 1,
):
updated = graph.update_state(config, values, as_node=as_node)
head = saver.get_tuple(updated)
assert head is not None
assert isinstance(head.checkpoint["channel_values"].get("b"), _DeltaSnapshot)
assert "b" not in _delta_counters(saver, updated)
assert graph.get_state(updated).values == expected
@_UPDATES_THAT_ADD_A_SUPERSTEP
async def test_aupdate_state_path_snapshots_at_the_supersteps_bound(
values: Any, as_node: str
) -> None:
saver = InMemorySaver()
graph = _build_two_channel_graph(saver)
config = {"configurable": {"thread_id": "bound"}}
await graph.ainvoke({"a": ["seed-a"], "b": ["seed-b"]}, config)
expected = (await graph.aget_state(config)).values
supersteps = _delta_counters(saver, config)["b"][1]
with patch(
"langgraph.pregel._checkpoint.DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT",
supersteps + 1,
):
updated = await graph.aupdate_state(config, values, as_node=as_node)
head = saver.get_tuple(updated)
assert head is not None
assert isinstance(head.checkpoint["channel_values"].get("b"), _DeltaSnapshot)
assert "b" not in _delta_counters(saver, updated)
assert (await graph.aget_state(updated)).values == expected
async def test_counter_reset_after_supersteps_snapshot() -> None:
"""After the supersteps bound triggers a snapshot, the counters for
@@ -329,78 +193,3 @@ async def test_counter_reset_after_supersteps_snapshot() -> None:
state = graph.get_state(config)
assert state.values["b"] == ["seed-b"]
class _HistoryRequestSaver(InMemorySaver):
def __init__(self) -> None:
super().__init__()
self.requested: list[list[str]] = []
def get_delta_channel_history(self, *, config: Any, channels: Any) -> Any:
self.requested.append(sorted(channels))
return super().get_delta_channel_history(config=config, channels=channels)
def test_never_written_channel_is_not_walked() -> None:
saver = _HistoryRequestSaver()
graph = _build_two_channel_graph(saver, n_loops=3)
config = {"configurable": {"thread_id": "never-written"}}
graph.invoke({"a": ["seed-a"]}, config)
saver.requested.clear()
graph.invoke({"a": ["more-a"]}, config)
state = graph.get_state(config)
assert state.values["b"] == []
assert saver.requested and all(r == ["a"] for r in saver.requested), (
f"only the written channel needs a walk; asked for {saver.requested}"
)
async def test_anever_written_channel_is_not_walked() -> None:
saver = _HistoryRequestSaver()
graph = _build_two_channel_graph(saver, n_loops=3)
config = {"configurable": {"thread_id": "never-written"}}
await graph.ainvoke({"a": ["seed-a"]}, config)
saver.requested.clear()
await graph.ainvoke({"a": ["more-a"]}, config)
state = await graph.aget_state(config)
assert state.values["b"] == []
assert saver.requested and all(r == ["a"] for r in saver.requested), (
f"only the written channel needs a walk; asked for {saver.requested}"
)
@pytest.mark.parametrize("durability", ["sync", "async"])
def test_first_write_pending_at_an_interrupt_is_applied_once_on_resume(
durability: Any,
) -> None:
class State(TypedDict):
x: list
first: Annotated[list, DeltaChannel(_simple_reducer)]
def ask(state: State) -> dict:
interrupt("ok?")
return {"x": ["asked"]}
saver = InMemorySaver()
graph = (
StateGraph(State)
.add_node("p", lambda state: {"first": ["p"]})
.add_node("ask", ask)
.add_edge(START, "p")
.add_edge(START, "ask")
.compile(checkpointer=saver)
)
config = {"configurable": {"thread_id": "pending-first-write"}}
graph.invoke({"x": ["in"]}, config, durability=durability)
head = saver.get_tuple(config)
assert head is not None
assert "first" not in head.checkpoint["channel_versions"]
assert ("first", ["p"]) in [w[1:] for w in head.pending_writes or []]
graph.invoke(Command(resume="yes"), config, durability=durability)
assert graph.get_state(config).values["first"] == ["p"]
@@ -113,37 +113,6 @@ def test_fresh_update_state_head_snapshots_delta_channel() -> None:
assert "counters_since_delta_snapshot" not in head.metadata
def test_fresh_update_state_stores_nothing_for_a_delta_channel_it_did_not_write() -> (
None
):
saver = InMemorySaver()
State = TypedDict( # type: ignore[call-overload] # noqa: UP013
"State",
{
"messages": Annotated[list, DeltaChannel(_messages_delta_reducer)],
"notes": Annotated[list, DeltaChannel(_messages_delta_reducer)],
},
)
graph = (
StateGraph(State)
.add_node("model", lambda state: {})
.add_edge(START, "model")
.compile(checkpointer=saver)
)
config = {"configurable": {"thread_id": "fresh-unwritten"}}
graph.update_state(
config,
{"messages": [HumanMessage(content="hello", id="m1")]},
as_node="model",
)
head = saver.get_tuple(config)
assert head is not None
assert "notes" not in head.checkpoint["channel_versions"]
assert graph.get_state(config).values["notes"] == []
# ---------------------------------------------------------------------------
# Non-fresh thread: update_state after invoke
# ---------------------------------------------------------------------------
@@ -369,29 +338,3 @@ def test_state_history_chain_after_fresh_update_state_delta_channel() -> None:
assert update_snapshot.metadata["step"] == 0
assert update_snapshot.parent_config is None
assert [m.content for m in update_snapshot.values["messages"]] == ["hello"]
def test_update_state_that_snapshots_keeps_a_deferred_node_pending() -> None:
channel = DeltaChannel(_messages_delta_reducer, snapshot_frequency=1)
class State(TypedDict):
messages: Annotated[list, channel]
builder = StateGraph(State)
builder.add_node("a", lambda state: {"messages": [HumanMessage("a", id="a")]})
builder.add_node(
"b", lambda state: {"messages": [HumanMessage("b", id="b")]}, defer=True
)
builder.add_node("c", lambda state: {})
builder.add_edge(START, "a")
builder.add_edge("a", "b")
builder.add_edge("a", "c")
graph = builder.compile(checkpointer=InMemorySaver(), interrupt_after=["a"])
config = {"configurable": {"thread_id": "t"}}
graph.invoke({"messages": [HumanMessage("s", id="s")]}, config)
graph.update_state(config, {"messages": [HumanMessage("u", id="u")]}, as_node="c")
final = graph.invoke(None, config)
assert [m.content for m in final["messages"]] == ["s", "a", "u", "b"]
assert graph.get_state(config).next == ()
@@ -1,534 +0,0 @@
"""State reads while some tasks of a superstep are finished and others are paused.
When parallel tasks each call `interrupt()` and only some of them are resumed,
the superstep stays open. Its recorded writes then contain the old interrupt of
each finished task next to that task's output. These tests check that state
reads, which are rebuilt from the checkpointer, report only the interrupts that
still need an answer.
"""
import operator
import sys
import uuid
from collections import Counter
from typing import Annotated, Any
import pytest
from langgraph.checkpoint.base import BaseCheckpointSaver
from typing_extensions import TypedDict
from langgraph._internal._constants import (
ERROR,
INTERRUPT,
NO_WRITES,
NULL_TASK_ID,
RESUME,
RETURN,
)
from langgraph.func import entrypoint, task
from langgraph.graph import END, START, StateGraph
from langgraph.pregel._task_status import read_task_statuses
from langgraph.types import Command, Durability, Interrupt, Send, interrupt
pytestmark = pytest.mark.anyio
NEEDS_CONTEXTVARS = pytest.mark.skipif(
sys.version_info < (3, 11),
reason="Python 3.11+ is required for async contextvars support",
)
class State(TypedDict, total=False):
log: Annotated[list[str], operator.add]
count: int
def _config() -> dict[str, Any]:
return {"configurable": {"thread_id": str(uuid.uuid4())}}
def _build_parallel(
checkpointer: BaseCheckpointSaver,
calls: Counter[str],
*,
a_questions: int = 1,
a_returns: Any = "log",
):
"""Build a graph where nodes `a` and `b` start in parallel and both ask questions.
`a` asks `a_questions` questions in a row. `a_returns` controls what `a`
returns after its last answer. The default `"log"` returns the answers in
`log`. Any other value is returned as-is.
"""
def a(state: State) -> Any:
calls["a"] += 1
answers = [interrupt(f"A{i + 1}") for i in range(a_questions)]
if a_returns == "log":
return {"log": [f"a:{answer}" for answer in answers]}
return a_returns
def b(state: State) -> State:
calls["b"] += 1
return {"log": [f"b:{interrupt('B')}"]}
builder = StateGraph(State)
builder.add_node("a", a)
builder.add_node("b", b)
builder.add_edge(START, "a")
builder.add_edge(START, "b")
builder.add_edge("a", END)
builder.add_edge("b", END)
return builder.compile(checkpointer=checkpointer)
def _interrupt_by_value(snapshot: Any, value: str) -> Interrupt:
return next(i for i in snapshot.interrupts if i.value == value)
def _task(snapshot: Any, name: str) -> Any:
return next(t for t in snapshot.tasks if t.name == name)
def _interrupt_values(interrupts: Any) -> list[str]:
return sorted(i.value for i in interrupts)
# --- Task A answered and finished, task B still paused ---
def test_finished_task_does_not_report_answered_interrupt(
sync_checkpointer: BaseCheckpointSaver, durability: Durability
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(sync_checkpointer, calls)
config = _config()
graph.invoke({"log": []}, config, durability=durability)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["A1", "B"]
graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}),
config,
durability=durability,
)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["B"]
assert snapshot.next == ("b",)
assert _task(snapshot, "a").interrupts == ()
assert _task(snapshot, "a").result == {"log": ["a:yes"]}
assert _interrupt_values(_task(snapshot, "b").interrupts) == ["B"]
assert _task(snapshot, "b").result is None
# Reading the same checkpoint by id gives the record of the step: every task
# in it, and every question asked, including the one A already answered.
record = graph.get_state(snapshot.config)
assert sorted(record.next) == ["a", "b"]
assert _interrupt_values(record.interrupts) == ["A1", "B"]
assert _interrupt_values(_task(record, "a").interrupts) == ["A1"]
assert _task(record, "a").result == {"log": ["a:yes"]}
# B can still be answered, and the graph finishes normally.
result = graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}),
config,
durability=durability,
)
assert sorted(result["log"]) == ["a:yes", "b:ok"]
assert calls == {"a": 2, "b": 3}
snapshot = graph.get_state(config)
assert snapshot.next == ()
assert snapshot.interrupts == ()
# History still shows where each question was asked.
asked = [
_interrupt_values(s.interrupts)
for s in graph.get_state_history(config)
if s.interrupts
]
if durability != "exit":
assert asked == [["A1", "B"]]
@NEEDS_CONTEXTVARS
async def test_finished_task_does_not_report_answered_interrupt_async(
async_checkpointer: BaseCheckpointSaver,
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(async_checkpointer, calls)
config = _config()
await graph.ainvoke({"log": []}, config)
snapshot = await graph.aget_state(config)
await graph.ainvoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}), config
)
snapshot = await graph.aget_state(config)
assert _interrupt_values(snapshot.interrupts) == ["B"]
assert snapshot.next == ("b",)
assert _task(snapshot, "a").interrupts == ()
assert _task(snapshot, "a").result == {"log": ["a:yes"]}
assert _interrupt_values(_task(snapshot, "b").interrupts) == ["B"]
record = await graph.aget_state(snapshot.config)
assert _interrupt_values(record.interrupts) == ["A1", "B"]
assert _interrupt_values(_task(record, "a").interrupts) == ["A1"]
result = await graph.ainvoke(
Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config
)
assert sorted(result["log"]) == ["a:yes", "b:ok"]
assert calls == {"a": 2, "b": 3}
# --- Task A answered its first question and asked a second one ---
def test_task_paused_at_second_question_stays_pending(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(sync_checkpointer, calls, a_questions=2)
config = _config()
graph.invoke({"log": []}, config)
snapshot = graph.get_state(config)
graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["A2", "B"]
# A is not finished: it has a saved answer, but no output.
assert sorted(snapshot.next) == ["a", "b"]
assert _interrupt_values(_task(snapshot, "a").interrupts) == ["A2"]
assert _task(snapshot, "a").result is None
assert _interrupt_values(_task(snapshot, "b").interrupts) == ["B"]
# Both remaining questions can be answered together.
result = graph.invoke(
Command(
resume={
_interrupt_by_value(snapshot, "A2").id: "two",
_interrupt_by_value(snapshot, "B").id: "ok",
}
),
config,
)
assert sorted(result["log"]) == ["a:one", "a:two", "b:ok"]
snapshot = graph.get_state(config)
assert snapshot.next == ()
assert snapshot.interrupts == ()
@NEEDS_CONTEXTVARS
async def test_task_paused_at_second_question_stays_pending_async(
async_checkpointer: BaseCheckpointSaver,
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(async_checkpointer, calls, a_questions=2)
config = _config()
await graph.ainvoke({"log": []}, config)
snapshot = await graph.aget_state(config)
await graph.ainvoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
)
snapshot = await graph.aget_state(config)
assert _interrupt_values(snapshot.interrupts) == ["A2", "B"]
assert sorted(snapshot.next) == ["a", "b"]
assert _interrupt_values(_task(snapshot, "a").interrupts) == ["A2"]
assert _task(snapshot, "a").result is None
def test_task_paused_at_second_question_then_other_task_finishes(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(sync_checkpointer, calls, a_questions=2)
config = _config()
graph.invoke({"log": []}, config)
snapshot = graph.get_state(config)
graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
)
snapshot = graph.get_state(config)
graph.invoke(Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["A2"]
assert snapshot.next == ("a",)
assert _task(snapshot, "b").interrupts == ()
assert _task(snapshot, "b").result == {"log": ["b:ok"]}
result = graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "A2").id: "two"}), config
)
assert sorted(result["log"]) == ["a:one", "a:two", "b:ok"]
def test_resume_without_id_rejected_when_second_question_and_other_task_pending(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(sync_checkpointer, calls, a_questions=2)
config = _config()
graph.invoke({"log": []}, config)
snapshot = graph.get_state(config)
graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
)
# A2 and B are both waiting, so a resume value without an id is ambiguous.
with pytest.raises(RuntimeError, match="multiple pending interrupts"):
graph.invoke(Command(resume="ambiguous"), config)
def test_resume_without_id_rejected_when_subgraph_has_parallel_interrupts(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
# A subgraph node whose child graph pauses in two parallel nodes records
# both interrupts under one parent task. Both count as pending, so a resume
# value without an id is ambiguous. (Before, only the first was counted and
# the value went to whichever interrupt consumed it first.)
child_builder = StateGraph(State)
child_builder.add_node("a", lambda s: {"log": [f"a:{interrupt('A')}"]})
child_builder.add_node("b", lambda s: {"log": [f"b:{interrupt('B')}"]})
child_builder.add_edge(START, "a")
child_builder.add_edge(START, "b")
builder = StateGraph(State)
builder.add_node("child", child_builder.compile())
builder.add_edge(START, "child")
graph = builder.compile(checkpointer=sync_checkpointer)
config = _config()
graph.invoke({"log": []}, config)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["A", "B"]
with pytest.raises(RuntimeError, match="multiple pending interrupts"):
graph.invoke(Command(resume="ambiguous"), config)
result = graph.invoke(
Command(
resume={
_interrupt_by_value(snapshot, "A").id: "x",
_interrupt_by_value(snapshot, "B").id: "y",
}
),
config,
)
assert sorted(result["log"]) == ["a:x", "b:y"]
# --- Task A finished with an empty or falsy result ---
@pytest.mark.parametrize(
"a_returns",
[None, {}, {"count": 0}, {"log": []}],
ids=["none", "empty_dict", "zero", "empty_list"],
)
def test_task_finished_with_falsy_result(
sync_checkpointer: BaseCheckpointSaver, a_returns: Any
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(sync_checkpointer, calls, a_returns=a_returns)
config = _config()
graph.invoke({"log": []}, config)
snapshot = graph.get_state(config)
graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}), config
)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["B"]
assert snapshot.next == ("b",)
assert _task(snapshot, "a").interrupts == ()
graph.invoke(Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config)
# A already finished, so resuming B must not run A again.
assert calls == {"a": 2, "b": 3}
snapshot = graph.get_state(config)
assert snapshot.next == ()
assert snapshot.interrupts == ()
@pytest.mark.parametrize("a_returns", [None, {"count": 0}], ids=["none", "zero"])
@NEEDS_CONTEXTVARS
async def test_task_finished_with_falsy_result_async(
async_checkpointer: BaseCheckpointSaver, a_returns: Any
) -> None:
calls: Counter[str] = Counter()
graph = _build_parallel(async_checkpointer, calls, a_returns=a_returns)
config = _config()
await graph.ainvoke({"log": []}, config)
snapshot = await graph.aget_state(config)
await graph.ainvoke(
Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}), config
)
snapshot = await graph.aget_state(config)
assert _interrupt_values(snapshot.interrupts) == ["B"]
assert snapshot.next == ("b",)
assert _task(snapshot, "a").interrupts == ()
await graph.ainvoke(
Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config
)
assert calls == {"a": 2, "b": 3}
# --- Subgraphs and the functional API ---
def test_parallel_subgraphs_report_only_pending_interrupts(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
class ChildState(TypedDict):
prompt: str
answers: Annotated[list[str], operator.add]
def ask(state: ChildState) -> dict[str, Any]:
return {"answers": [interrupt(state["prompt"])]}
child_builder = StateGraph(ChildState)
child_builder.add_node("ask", ask)
child_builder.add_edge(START, "ask")
child = child_builder.compile()
class ParentState(TypedDict):
answers: Annotated[list[str], operator.add]
builder = StateGraph(ParentState)
builder.add_node("child", child)
builder.add_conditional_edges(
START,
lambda _: [Send("child", {"prompt": p, "answers": []}) for p in ("a", "b")],
["child"],
)
graph = builder.compile(checkpointer=sync_checkpointer)
config = _config()
graph.invoke({"answers": []}, config)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["a", "b"]
graph.invoke(Command(resume={_interrupt_by_value(snapshot, "a").id: "x"}), config)
snapshot = graph.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["b"]
assert snapshot.next == ("child",)
finished = next(t for t in snapshot.tasks if t.result is not None)
assert finished.interrupts == ()
assert finished.result == {"answers": ["x"]}
result = graph.invoke(
Command(resume={_interrupt_by_value(snapshot, "b").id: "y"}), config
)
assert sorted(result["answers"]) == ["x", "y"]
def test_functional_task_finished_with_none_is_not_rerun(
sync_checkpointer: BaseCheckpointSaver,
) -> None:
calls: Counter[str] = Counter()
@task
def ask_a() -> None:
calls["a"] += 1
interrupt("A")
@task
def ask_b() -> str:
calls["b"] += 1
return interrupt("B")
@entrypoint(checkpointer=sync_checkpointer)
def workflow(_: Any) -> list[Any]:
a, b = ask_a(), ask_b()
return [a.result(), b.result()]
config = _config()
workflow.invoke(1, config)
snapshot = workflow.get_state(config)
workflow.invoke(
Command(resume={_interrupt_by_value(snapshot, "A").id: "x"}), config
)
snapshot = workflow.get_state(config)
assert _interrupt_values(snapshot.interrupts) == ["B"]
result = workflow.invoke(
Command(resume={_interrupt_by_value(snapshot, "B").id: "y"}), config
)
assert result == [None, "y"]
assert calls == {"a": 2, "b": 3}
# --- Reading task status from recorded writes ---
def test_read_task_statuses() -> None:
a1 = Interrupt(value="A1", id="a")
a2 = Interrupt(value="A2", id="a")
b = Interrupt(value="B", id="b")
error = ValueError("boom")
statuses = read_task_statuses(
[
# answered and finished: old interrupt stays recorded
("finished", INTERRUPT, (a1,)),
("finished", RESUME, ["yes"]),
("finished", "log", ["a:yes"]),
# answered once, then paused at a second question
("paused", INTERRUPT, (a2,)),
("paused", RESUME, ["one"]),
# finished with no output
("no_output", INTERRUPT, (b,)),
("no_output", RESUME, ["ok"]),
("no_output", NO_WRITES, None),
# functional task that returned None
("returned_none", RETURN, None),
# failed
("failed", ERROR, error),
# not a task
(NULL_TASK_ID, RESUME, "global"),
]
)
assert set(statuses) == {
"finished",
"paused",
"no_output",
"returned_none",
"failed",
}
assert statuses["finished"].finished
assert statuses["finished"].interrupts == (a1,)
assert statuses["finished"].pending_interrupts == ()
assert statuses["finished"].output == (("log", ["a:yes"]),)
assert not statuses["paused"].finished
assert statuses["paused"].interrupts == (a2,)
assert statuses["paused"].pending_interrupts == (a2,)
assert statuses["paused"].output == ()
assert statuses["no_output"].finished
assert statuses["no_output"].interrupts == (b,)
assert statuses["no_output"].pending_interrupts == ()
assert statuses["returned_none"].finished
assert statuses["returned_none"].output == ((RETURN, None),)
assert not statuses["failed"].finished
assert statuses["failed"].error is error
+1 -153
View File
@@ -1,14 +1,9 @@
from dataclasses import dataclass
from typing import Any
import pytest
from langgraph.checkpoint.base import BaseCheckpointSaver
from pydantic import BaseModel, ValidationError
from typing_extensions import TypedDict
from langgraph.graph import END, START, StateGraph
from langgraph.types import Command, Durability, Interrupt, interrupt
from tests.any_str import AnyStr
from langgraph.types import Durability
pytestmark = pytest.mark.anyio
@@ -95,150 +90,3 @@ async def test_interruption_without_state_updates_async(
assert (await graph.aget_state(thread)).next == ()
n_checkpoints = len([c async for c in graph.aget_state_history(thread)])
assert n_checkpoints == (5 if durability != "exit" else 3)
class Decision(BaseModel):
approved: bool
note: str | None = None
class DecisionDict(TypedDict):
approved: bool
@dataclass
class DecisionData:
approved: bool
RAW_SCHEMA = {"type": "object", "properties": {"approved": {"type": "boolean"}}}
@pytest.mark.parametrize(
("response_schema", "expected_schema", "expected_answer"),
[
(None, None, {"approved": True, "extra": 1}),
(RAW_SCHEMA, RAW_SCHEMA, {"approved": True, "extra": 1}),
(Decision, Decision.model_json_schema(), Decision(approved=True)),
(
DecisionDict,
{
"properties": {"approved": {"title": "Approved", "type": "boolean"}},
"required": ["approved"],
"title": "DecisionDict",
"type": "object",
},
{"approved": True},
),
(
DecisionData,
{
"properties": {"approved": {"title": "Approved", "type": "boolean"}},
"required": ["approved"],
"title": "DecisionData",
"type": "object",
},
DecisionData(approved=True),
),
],
ids=["none", "raw_dict", "pydantic", "typeddict", "dataclass"],
)
def test_interrupt_response_schema(
sync_checkpointer: BaseCheckpointSaver,
response_schema: Any,
expected_schema: dict[str, Any] | None,
expected_answer: Any,
) -> None:
class State(TypedDict):
answer: Any
def node(state: State) -> State:
return {
"answer": interrupt(
{"question": "approve?"}, response_schema=response_schema
)
}
graph = (
StateGraph(State)
.add_node("node", node)
.add_edge(START, "node")
.compile(checkpointer=sync_checkpointer)
)
config = {"configurable": {"thread_id": "1"}}
expected = Interrupt(
value={"question": "approve?"}, id=AnyStr(), response_schema=expected_schema
)
assert list(graph.stream({"answer": None}, config)) == [
{"__interrupt__": (expected,)}
]
assert graph.get_state(config).tasks[0].interrupts == (expected,)
assert graph.invoke(Command(resume={"approved": True, "extra": 1}), config) == {
"answer": expected_answer
}
@pytest.mark.parametrize("resume_style", ["null", "map"])
def test_interrupt_response_schema_rejects_invalid_resume(
sync_checkpointer: BaseCheckpointSaver, resume_style: str
) -> None:
class State(TypedDict):
answer: Any
def node(state: State) -> State:
return {"answer": interrupt("approve?", response_schema=Decision)}
graph = (
StateGraph(State)
.add_node("node", node)
.add_edge(START, "node")
.compile(checkpointer=sync_checkpointer)
)
config = {"configurable": {"thread_id": "1"}}
graph.invoke({"answer": None}, config)
[pending] = graph.get_state(config).tasks[0].interrupts
def resume(value: dict[str, Any]) -> Command:
return Command(resume=value if resume_style == "null" else {pending.id: value})
with pytest.raises(ValidationError, match="approved"):
graph.invoke(resume({"approved": "nope"}), config)
assert graph.invoke(resume({"approved": False}), config) == {
"answer": Decision(approved=False)
}
@pytest.mark.parametrize("resume_style", ["null", "id_map"])
def test_interrupt_response_schema_invalid_resume_after_earlier_interrupt(
sync_checkpointer: BaseCheckpointSaver, resume_style: str
) -> None:
class State(TypedDict):
answer: Any
def node(state: State) -> State:
first = interrupt("first")
second = interrupt("approve?", response_schema=Decision)
return {"answer": [first, second]}
graph = (
StateGraph(State)
.add_node("node", node)
.add_edge(START, "node")
.compile(checkpointer=sync_checkpointer)
)
config = {"configurable": {"thread_id": "1"}}
graph.invoke({"answer": None}, config)
graph.invoke(Command(resume="ok"), config)
[pending] = graph.get_state(config).tasks[0].interrupts
def resume(value: dict[str, Any]) -> Command:
return Command(resume=value if resume_style == "null" else {pending.id: value})
with pytest.raises(ValidationError, match="approved"):
graph.invoke(resume({"approved": "nope"}), config)
assert graph.invoke(resume({"approved": True}), config) == {
"answer": ["ok", Decision(approved=True)]
}
@@ -152,11 +152,6 @@ def test_empty_inputs():
]
def test_invalid_format():
with pytest.raises(ValueError, match="Unrecognized format="):
add_messages([], [], format="invalid")
def test_non_list_inputs():
left = HumanMessage(content="Hello", id="1")
right = AIMessage(content="Hi there!", id="2")
-188
View File
@@ -5583,7 +5583,6 @@ def test_falsy_return_from_task(sync_checkpointer: BaseCheckpointSaver):
"interrupts": [
{
"id": AnyStr(),
"response_schema": None,
"value": "test",
},
],
@@ -5628,7 +5627,6 @@ def test_falsy_return_from_task(sync_checkpointer: BaseCheckpointSaver):
"interrupts": (
{
"id": AnyStr(),
"response_schema": None,
"value": "test",
},
),
@@ -9410,192 +9408,6 @@ def test_fork_does_not_apply_pending_writes(
assert result == {"value": 121}
def _extend(state: list, writes: list[list]) -> list:
return [*state, *(v for write in writes for v in write)]
class _IntVersionSaver(InMemorySaver):
"""Integer versions tie exactly where `InMemorySaver`'s break at random."""
get_next_version = BaseCheckpointSaver.get_next_version
def _build_chain_after_a_delta_channel() -> Pregel:
return Pregel(
nodes={
"a": NodeBuilder().subscribe_only("inp").do(lambda _: ["a"]).write_to("d"),
"b": NodeBuilder().subscribe_only("d").do(lambda _: "b").write_to("x"),
"c": NodeBuilder().subscribe_only("x").do(lambda _: "c").write_to("out"),
},
channels={
"inp": LastValue(str),
"d": DeltaChannel(_extend, snapshot_frequency=1),
"x": LastValue(str),
"out": LastValue(str),
},
input_channels=["inp"],
output_channels=["out"],
checkpointer=_IntVersionSaver(),
)
def test_update_state_after_an_exit_snapshot_infers_the_last_writer() -> None:
graph = _build_chain_after_a_delta_channel()
config = {"configurable": {"thread_id": "t"}}
graph.invoke({"inp": "go"}, config, durability="exit")
graph.update_state(config, "u")
values = graph.get_state(config).values
assert values["out"] == "u", (
f"the update should apply as c, the last node to write, but state is {values}"
)
async def test_aupdate_state_after_an_exit_snapshot_infers_the_last_writer() -> None:
graph = _build_chain_after_a_delta_channel()
config = {"configurable": {"thread_id": "t"}}
await graph.ainvoke({"inp": "go"}, config, durability="exit")
await graph.aupdate_state(config, "u")
values = (await graph.aget_state(config)).values
assert values["out"] == "u", (
f"the update should apply as c, the last node to write, but state is {values}"
)
def test_update_state_after_a_fork_seal_infers_the_subscriber_that_ran() -> None:
graph = Pregel(
nodes={
"a": NodeBuilder()
.subscribe_only("inp")
.do(lambda _: ["a"])
.write_to("d", go="go"),
"c": NodeBuilder().subscribe_only("go").do(lambda _: ["c"]).write_to("d"),
"b": NodeBuilder().subscribe_only("d").do(lambda _: "b").write_to("out"),
},
channels={
"inp": LastValue(str),
"go": EphemeralValue(str),
"d": DeltaChannel(_extend),
"out": LastValue(str),
},
input_channels=["inp"],
output_channels=["out"],
checkpointer=_IntVersionSaver(),
)
config = {"configurable": {"thread_id": "t"}}
graph.invoke({"inp": "go"}, config)
base = next(s for s in graph.get_state_history(config) if s.metadata["step"] == 0)
graph.invoke(None, graph.update_state(base.config, "u", as_node="b"))
graph.update_state(config, "w")
values = graph.get_state(config).values
assert values["out"] == "w", (
f"the update should apply as b, the last node to run, but state is {values}"
)
def test_update_state_after_a_fork_seal_infers_the_node_whose_read_it_advanced() -> (
None
):
graph = Pregel(
nodes={
"a": NodeBuilder().subscribe_only("inp").do(lambda _: ["a"]).write_to("d"),
"b": NodeBuilder().subscribe_only("d").do(lambda _: "b").write_to("out"),
},
channels={
"inp": LastValue(str),
"d": DeltaChannel(_extend),
"out": LastValue(str),
},
input_channels=["inp"],
output_channels=["out"],
checkpointer=_IntVersionSaver(),
)
config = {"configurable": {"thread_id": "t"}}
graph.invoke({"inp": "1"}, config)
graph.invoke({"inp": "2"}, config)
base = next(s for s in graph.get_state_history(config) if s.next == ("a",))
fork = graph.update_state(base.config, "u", as_node="b")
graph.update_state(fork, "w")
values = graph.get_state(config).values
assert values["out"] == "w", (
f"the update should apply as b, the last node to read, but state is {values}"
)
def test_update_state_after_a_snapshotting_update_infers_the_last_writer() -> None:
graph = _build_chain_after_a_delta_channel()
config = {"configurable": {"thread_id": "t"}}
graph.update_state(config, ["u"], as_node="a")
graph.invoke(None, config, interrupt_after=["b"])
graph.update_state(config, "u")
values = graph.get_state(config).values
assert values.get("x") == "u", (
f"the update should apply as b, the last node to write, but state is {values}"
)
async def test_aupdate_state_after_a_snapshotting_update_infers_the_last_writer() -> (
None
):
graph = _build_chain_after_a_delta_channel()
config = {"configurable": {"thread_id": "t"}}
await graph.aupdate_state(config, ["u"], as_node="a")
await graph.ainvoke(None, config, interrupt_after=["b"])
await graph.aupdate_state(config, "u")
values = (await graph.aget_state(config)).values
assert values.get("x") == "u", (
f"the update should apply as b, the last node to write, but state is {values}"
)
class _UpdatesOnlyState(TypedDict):
x: Annotated[list[str], operator.add]
def _graph_never_run() -> Any:
return (
StateGraph(_UpdatesOnlyState)
.add_node("a", lambda _: {"x": ["a"]})
.add_node("b", lambda _: {"x": ["b"]})
.add_edge(START, "a")
.add_edge("a", "b")
.compile(checkpointer=InMemorySaver())
)
def test_update_state_on_a_thread_seeded_by_updates_applies_as_input() -> None:
graph = _graph_never_run()
config = {"configurable": {"thread_id": "t"}}
graph.update_state(config, {"x": ["u1"]})
graph.update_state(config, {"x": ["u2"]})
state = graph.get_state(config)
assert (state.values["x"], state.next) == (["u1", "u2"], ("a",))
async def test_aupdate_state_on_a_thread_seeded_by_updates_applies_as_input() -> None:
graph = _graph_never_run()
config = {"configurable": {"thread_id": "t"}}
await graph.aupdate_state(config, {"x": ["u1"]})
await graph.aupdate_state(config, {"x": ["u2"]})
state = await graph.aget_state(config)
assert (state.values["x"], state.next) == (["u1", "u2"], ("a",))
async def test_delta_channel_end_to_end_inmemory() -> None:
"""Full graph run: DeltaChannel accumulates correctly across multiple turns."""
-3
View File
@@ -2755,7 +2755,6 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
call_count = {"a": 0, "b": 0, "handler_a": 0, "handler_b": 0}
handler_a_started = threading.Event()
handler_b_started = threading.Event()
def node_a(state: State) -> State:
call_count["a"] += 1
@@ -2776,7 +2775,6 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
assert "a failed" in str(error.error)
handler_a_started.set()
if handler_should_fail[0]:
assert handler_b_started.wait(timeout=5), "handler_b never started"
raise RuntimeError("handler_a crash")
return {"results": [f"recovered_a:{error.node}"]}
@@ -2784,7 +2782,6 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
call_count["handler_b"] += 1
assert error.node == "b"
assert "b failed" in str(error.error)
handler_b_started.set()
if handler_should_fail[0]:
raise RuntimeError("handler_b crash")
return {"results": [f"recovered_b:{error.node}"]}
@@ -6,7 +6,6 @@ Type-narrowing is validated via `assert_type` calls in `_check_type_narrowing`.
from __future__ import annotations
import copy
import operator
import sys
from dataclasses import dataclass
@@ -35,10 +34,8 @@ from langgraph.stream import (
GraphRunStream,
LifecyclePayload,
StreamChannel,
StreamTransformer,
SubgraphRunStream,
)
from langgraph.stream._types import ProtocolEvent
from langgraph.types import (
CheckpointPayload,
CheckpointStreamPart,
@@ -1202,29 +1199,6 @@ def _check_type_narrowing(part: StreamPart[_StateT, _OutputT]) -> None:
# type and the always-registered native projections.
class _MarkerTransformer(StreamTransformer):
"""Native transformer contributing a key this module doesn't declare.
Stands in for any transformer defined outside this package — projections
whose names `GraphRunStream` can't enumerate, so they resolve through
`__getattr__` instead of a class annotation.
"""
_native = True
def __init__(self, scope: tuple[str, ...] = ()) -> None:
super().__init__(scope)
self._log: StreamChannel[str] = StreamChannel()
def init(self) -> dict[str, Any]:
return {"marker": self._log}
def process(self, event: ProtocolEvent) -> bool:
if event["method"] == "values":
self._log.push("saw_values")
return True
def _check_stream_events_v3_typing() -> None:
"""Compile-time checks for sync v3 typing — never called at runtime."""
graph = _make_simple_graph().compile()
@@ -1234,16 +1208,6 @@ def _check_stream_events_v3_typing() -> None:
assert_type(run.messages, StreamChannel[ChatModelStream])
assert_type(run.lifecycle, StreamChannel[LifecyclePayload])
assert_type(run.subgraphs, StreamChannel[SubgraphRunStream])
# Opt-in projections from transformers this package ships carry their real
# item type even though they are only present once registered.
assert_type(run.updates, StreamChannel[dict[str, Any]])
assert_type(run.custom, StreamChannel[Any])
assert_type(run.checkpoints, StreamChannel[dict[str, Any]])
assert_type(run.debug, StreamChannel[dict[str, Any]])
assert_type(run.tasks, StreamChannel[dict[str, Any]])
# Projections this module can't enumerate resolve through `__getattr__`
# as `StreamChannel[Any]` rather than failing with attr-defined.
assert_type(run.marker, StreamChannel[Any])
async def _check_astream_events_v3_typing() -> None:
@@ -1255,66 +1219,3 @@ async def _check_astream_events_v3_typing() -> None:
assert_type(run.messages, StreamChannel[AsyncChatModelStream])
assert_type(run.lifecycle, StreamChannel[LifecyclePayload])
assert_type(run.subgraphs, StreamChannel[AsyncSubgraphRunStream])
assert_type(run.updates, StreamChannel[dict[str, Any]])
assert_type(run.custom, StreamChannel[Any])
assert_type(run.checkpoints, StreamChannel[dict[str, Any]])
assert_type(run.debug, StreamChannel[dict[str, Any]])
assert_type(run.tasks, StreamChannel[dict[str, Any]])
assert_type(run.marker, StreamChannel[Any])
def test_undeclared_native_projection_is_attached() -> None:
"""A native projection this module doesn't declare still works at runtime.
`__getattr__` is a type-checker fallback only — it must not shadow the
`setattr` loop that attaches registered native projections.
"""
graph = _make_simple_graph().compile()
run = graph.stream_events(
_SIMPLE_INPUT, version="v3", transformers=[_MarkerTransformer]
)
marker_iter = iter(run.marker)
assert run.output is not None
assert run.marker is run.extensions["marker"]
assert "saw_values" in list(marker_iter)
def test_unregistered_projection_raises_attribute_error() -> None:
"""An unregistered projection name still fails at runtime.
The `__getattr__` fallback exists to satisfy type checkers; it must not
make unknown names resolve to anything. The message lists what *is*
registered so a typo is diagnosable from the traceback alone.
"""
graph = _make_simple_graph().compile()
run = graph.stream_events(_SIMPLE_INPUT, version="v3")
# `marker` type-checks via `__getattr__` but was never registered here.
with pytest.raises(AttributeError) as exc_info:
run.marker
message = str(exc_info.value)
assert "marker" in message
# The always-registered natives are listed as the alternatives.
assert "messages" in message
# Registered projections still resolve, and the run is unaffected.
assert isinstance(run.messages, StreamChannel)
assert run.output is not None
def test_getattr_fallback_does_not_recurse_before_init() -> None:
"""`__getattr__` reads the mux from `__dict__`, so it is safe pre-init.
`self._mux` would re-enter `__getattr__` and overflow the stack when the
attribute is missing, which is reachable via `hasattr` / `copy` / pickle
probing on a partially constructed instance.
"""
bare = GraphRunStream.__new__(GraphRunStream)
with pytest.raises(AttributeError, match="anything"):
bare.anything
assert hasattr(bare, "anything") is False
assert copy.copy(bare) is not None
+447 -487
View File
File diff suppressed because it is too large Load Diff
+51 -52
View File
@@ -168,7 +168,7 @@ name = "exceptiongroup"
version = "1.3.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
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wheels = [
@@ -253,10 +253,9 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.6.1"
version = "1.5.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
{ name = "jsonpatch" },
{ name = "langchain-protocol" },
{ name = "langsmith" },
@@ -267,9 +266,9 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
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[[package]]
@@ -286,7 +285,7 @@ wheels = [
[[package]]
name = "langgraph"
version = "1.2.14"
version = "1.2.11"
source = { editable = "../langgraph" }
dependencies = [
{ name = "langchain-core" },
@@ -626,13 +625,13 @@ dev = [
{ name = "pytest-asyncio" },
{ name = "pytest-mock" },
{ name = "pytest-watch" },
{ name = "ruff", specifier = "==0.16.9" },
{ name = "ruff", specifier = "==0.16.1" },
{ name = "starlette" },
{ name = "ty" },
]
lint = [
{ name = "codespell" },
{ name = "ruff", specifier = "==0.16.9" },
{ name = "ruff", specifier = "==0.16.1" },
{ name = "starlette" },
{ name = "ty" },
]
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version = "0.16.0"
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+1 -1
View File
@@ -3,7 +3,7 @@ from langgraph_sdk.client import get_client, get_sync_client
from langgraph_sdk.encryption import Encryption
from langgraph_sdk.encryption.types import DecryptResult, EncryptionContext
__version__ = "0.4.6"
__version__ = "0.4.4"
__all__ = [
"Auth",
+2 -3
View File
@@ -24,7 +24,6 @@ from langchain_core.language_models.chat_model_stream import AsyncChatModelStrea
from langchain_protocol import Event, SubscribeParams
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._shared.utilities import _quote_path_param
from langgraph_sdk.schema import LangSmithTracing, QueryParamTypes
from langgraph_sdk.stream.controller import _SeenEventIds
from langgraph_sdk.stream.decoders import (
@@ -152,7 +151,7 @@ class _AgentModule:
query_params.update(dict(params))
request_headers = {**self._owner._headers, **dict(headers or {})}
return await self._owner._http.get(
f"/assistants/{_quote_path_param(self._owner.assistant_id)}/graph",
f"/assistants/{self._owner.assistant_id}/graph",
params=query_params,
headers=request_headers or None,
)
@@ -1903,7 +1902,7 @@ class AsyncThreadStream:
async def _fetch_state(self) -> dict[str, Any]:
"""Fetch the current thread state from the REST endpoint."""
return await self._http.get(
f"/threads/{_quote_path_param(self.thread_id)}/state",
f"/threads/{self.thread_id}/state",
headers=self._headers or None,
)
+2 -3
View File
@@ -22,7 +22,6 @@ from typing import Any, Literal, TypedDict, cast
from langchain_core.language_models.chat_model_stream import ChatModelStream
from langchain_protocol import Event, SubscribeParams
from langgraph_sdk._shared.utilities import _quote_path_param
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk.schema import LangSmithTracing, QueryParamTypes
from langgraph_sdk.stream.decoders import (
@@ -195,7 +194,7 @@ class _SyncAgentModule:
query_params.update(dict(params))
request_headers = {**self._owner._headers, **dict(headers or {})}
return self._owner._http.get(
f"/assistants/{_quote_path_param(self._owner.assistant_id)}/graph",
f"/assistants/{self._owner.assistant_id}/graph",
params=query_params,
headers=request_headers or None,
)
@@ -1553,7 +1552,7 @@ class SyncThreadStream:
def _fetch_state(self) -> dict[str, Any]:
"""Fetch the current thread state from the REST endpoint."""
return self._http.get(
f"/threads/{_quote_path_param(self.thread_id)}/state",
f"/threads/{self.thread_id}/state",
headers=self._headers or None,
)
+1 -1
View File
@@ -312,7 +312,7 @@ class _ActionHandler(typing.Protocol[V]):
) -> types.HandlerResult: ...
T = typing.TypeVar("T")
T = typing.TypeVar("T", covariant=True)
class _ResourceActionOn(typing.Generic[T]):
-2
View File
@@ -295,8 +295,6 @@ class Interrupt(TypedDict):
"""The value associated with the interrupt."""
id: str
"""The ID of the interrupt. Can be used to resume the interrupt."""
response_schema: NotRequired[dict[str, Any]]
"""JSON Schema for the value expected when resuming this interrupt, if the graph provided one."""
class Thread(TypedDict):
+1 -1
View File
@@ -36,7 +36,7 @@ test = [
"pytest-watch",
]
lint = [
"ruff==0.16.9",
"ruff==0.16.1",
"codespell",
"ty",
"starlette",
@@ -29,10 +29,7 @@ def test_sync_extension_projection_yields_matching_custom_payloads():
{"name": "progress", "step": 1},
{"name": "progress", "step": 2},
]
assert any(
"custom:progress" in body.get("channels", [])
for body in fake.stream_request_bodies
)
assert "custom:progress" in fake.stream_request_bodies[-1]["channels"]
def test_sync_extension_projection_supports_namespace_scope_on_subgraph_handle():
@@ -590,10 +590,10 @@ def test_v3_streaming_sync_surface_smoke():
assert results["values"] == fake.state["values"]
messages_result = results["messages"]
assert isinstance(messages_result, list)
assert [str(m.text) for m in messages_result] == ["hi"]
assert [str(m.text) for m in messages_result] == ["hi"] # ty: ignore[unresolved-attribute]
tools_result = results["tools"]
assert isinstance(tools_result, list)
assert tools_result[0].name == "search"
assert tools_result[0].name == "search" # ty: ignore[unresolved-attribute]
assert results["progress"] == [{"name": "progress", "step": 1}]
assert final == {"final": True}
@@ -1,92 +0,0 @@
"""Thread stream REST helpers must percent-encode `thread_id` and `assistant_id`
so a value containing reserved characters or dot-segments stays an opaque path
segment instead of being normalized into a different path by the HTTP stack.
Each test drives a public entry point (`threads.stream(...)` followed by
`thread.output` or `thread.agent.get_tree()`) with an identifier containing
`..`, `/`, and `#`, and asserts the request path keeps it as one segment.
"""
from __future__ import annotations
import httpx
from langgraph_sdk._async.http import HttpClient
from langgraph_sdk._async.threads import ThreadsClient
from langgraph_sdk._sync.http import SyncHttpClient
from langgraph_sdk._sync.threads import SyncThreadsClient
# Interpolated raw, httpx would collapse the `..` segments and treat `#` as a
# fragment, producing `/assistants/a/graph` and `/other/path`.
THREAD_ID = "../assistants/a/graph#"
ASSISTANT_ID = "../../other/path#"
ENCODED_STATE_PATH = "/threads/..%2Fassistants%2Fa%2Fgraph%23/state"
ENCODED_GRAPH_PATH = "/assistants/..%2F..%2Fother%2Fpath%23/graph"
TERMINAL_STATE = {"values": {"ok": True}, "next": [], "tasks": []}
def _recording_handler(gets: list[str]):
def handler(request: httpx.Request) -> httpx.Response:
if request.method == "GET":
path = request.url.raw_path.decode("ascii").split("?", 1)[0]
gets.append(path)
return httpx.Response(200, json=TERMINAL_STATE)
# Lifecycle watcher subscription: an empty event stream.
return httpx.Response(
200, headers={"content-type": "text/event-stream"}, content=b""
)
return handler
async def test_async_output_encodes_thread_id():
gets: list[str] = []
async with httpx.AsyncClient(
transport=httpx.MockTransport(_recording_handler(gets)),
base_url="https://example.com",
) as raw:
threads = ThreadsClient(HttpClient(raw))
async with threads.stream(thread_id=THREAD_ID, assistant_id="agent") as thread:
assert await thread.output == {"ok": True}
assert gets == [ENCODED_STATE_PATH]
async def test_async_agent_get_tree_encodes_assistant_id():
gets: list[str] = []
async with httpx.AsyncClient(
transport=httpx.MockTransport(_recording_handler(gets)),
base_url="https://example.com",
) as raw:
threads = ThreadsClient(HttpClient(raw))
async with threads.stream(thread_id="t-1", assistant_id=ASSISTANT_ID) as thread:
await thread.agent.get_tree()
assert gets == [ENCODED_GRAPH_PATH]
def test_sync_output_encodes_thread_id():
gets: list[str] = []
with httpx.Client(
transport=httpx.MockTransport(_recording_handler(gets)),
base_url="https://example.com",
) as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
with threads.stream(thread_id=THREAD_ID, assistant_id="agent") as thread:
assert thread.output == {"ok": True}
assert gets == [ENCODED_STATE_PATH]
def test_sync_agent_get_tree_encodes_assistant_id():
gets: list[str] = []
with httpx.Client(
transport=httpx.MockTransport(_recording_handler(gets)),
base_url="https://example.com",
) as raw:
threads = SyncThreadsClient(SyncHttpClient(raw))
with threads.stream(thread_id="t-1", assistant_id=ASSISTANT_ID) as thread:
thread.agent.get_tree()
assert gets == [ENCODED_GRAPH_PATH]

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