Compare commits

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Author SHA1 Message Date
Elior Nataf Lackritz 750f31482e fix(cli): cover every npm install lifecycle hook
npm runs prepublish, preprepare and postprepare on install too, so a project
using one of those would have had its install layer split and the hook would
run against a source tree that is not there yet.
2026-08-12 16:03:24 -04:00
Elior Nataf Lackritz 77fbf25d41 perf(cli): cache the Node install layer across source-only changes
The generated Node Dockerfile copies source before running the install, so
the first source change invalidates the install layer and every dependency
is reinstalled. A production build showed 0/3 steps cached with `npm ci`
rebuilding at 16.9s.

Copy `package.json` and the lockfile first instead. Falls back to the
current output when there is no lockfile, when an install lifecycle hook is
present, when a custom install command is set, or when the config is nested
in a workspace.
2026-08-12 15:39:54 -04:00
158 changed files with 4921 additions and 19266 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
-6
View File
@@ -76,12 +76,7 @@ __pypackages__/
# Environments
.env
.env.*
.envrc
*.crt
*.key
*.pem
credentials.json
.venv
.venvs
env/
@@ -103,7 +98,6 @@ dmypy.json
.vercel
.turbo
node_modules/
.editorconfig
.scratch
.worktrees/
-8
View File
@@ -2,14 +2,6 @@
This repository is a monorepo. Each library lives in a subdirectory under `libs/`.
<corridor>
## Corridor security analysis
When Corridor's `analyzePlan` tool is available, create a plan and use the tool to analyze it before generating or modifying code. 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
+57
View File
@@ -0,0 +1,57 @@
# AGENTS Instructions
This repository is a monorepo. Each library lives in a subdirectory under `libs/`.
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).
@@ -267,61 +267,6 @@ async def test_history_seed_ancestor_own_writes_are_replayed(
)
# Every uuid4 `build_delta_chain` tags its own writes with sorts between these
# two, so task_id order is fixed and always disagrees with task_path order.
TASK_ID_SORTS_FIRST = "00000000-0000-0000-0000-000000000000"
TASK_ID_SORTS_LAST = "ffffffff-ffff-ffff-ffff-ffffffffffff"
async def test_history_orders_parallel_writes_by_task_path(
saver: BaseCheckpointSaver,
) -> None:
"""Writes from parallel tasks replay in task_path order, not task_id order."""
configs = await build_delta_chain(
saver,
thread_id=str(uuid4()),
channel="ch",
snapshots_at_steps=[0],
total_steps=3,
)
step_1, head = configs[1], configs[2]
await saver.aput_writes(
step_1, [("ch", "second")], TASK_ID_SORTS_FIRST, "~pull, 02"
)
await saver.aput_writes(step_1, [("ch", "first")], TASK_ID_SORTS_LAST, "~pull, 01")
result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
values = [w[2] for w in result["ch"]["writes"]]
assert values == [1, "first", "second"], (
f"Expected task_path order [1, 'first', 'second'], got {values}. "
"Ordering by (task_id, idx) alone yields [1, 'second', 'first']."
)
async def test_history_orders_pathless_writes_first(
saver: BaseCheckpointSaver,
) -> None:
"""Writes stored without a task_path (graph input) replay before task writes."""
configs = await build_delta_chain(
saver,
thread_id=str(uuid4()),
channel="ch",
snapshots_at_steps=[0],
total_steps=3,
)
step_1, head = configs[1], configs[2]
await saver.aput_writes(
step_1, [("ch", "from_node")], TASK_ID_SORTS_FIRST, "~pull, a"
)
await saver.aput_writes(step_1, [("ch", "from_input")], TASK_ID_SORTS_LAST)
result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
values = [w[2] for w in result["ch"]["writes"]]
assert values == [1, "from_input", "from_node"], (
f"Expected pathless writes first, got {values}"
)
ALL_DELTA_CHANNEL_HISTORY_TESTS = [
test_history_returns_writes_oldest_first,
test_history_seed_is_nearest_snapshot,
@@ -331,8 +276,6 @@ ALL_DELTA_CHANNEL_HISTORY_TESTS = [
test_history_walk_to_root_no_seed,
test_history_migration_plain_value_as_seed,
test_history_seed_ancestor_own_writes_are_replayed,
test_history_orders_parallel_writes_by_task_path,
test_history_orders_pathless_writes_first,
]
@@ -176,35 +176,6 @@ async def test_get_tuple_pending_writes(saver: BaseCheckpointSaver) -> None:
)
async def test_get_tuple_pending_writes_in_writes_sort_key_order(
saver: BaseCheckpointSaver,
) -> None:
"""pending_writes come back in writes_sort_key order, not put or task_id order."""
config = generate_config(str(uuid4()))
stored = await saver.aput(config, generate_checkpoint(), generate_metadata(), {})
await saver.aput_writes(
stored, [("ch", "b")], "00000000-0000-0000-0000-000000000000", "~pull, 02"
)
await saver.aput_writes(
stored,
[("ch", "a1"), ("ch", "a2")],
"ffffffff-ffff-ffff-ffff-ffffffffffff",
"~pull, 01",
)
await saver.aput_writes(
stored, [("ch", "input")], "88888888-8888-8888-8888-888888888888"
)
tup = await saver.aget_tuple(stored)
assert tup is not None
values = [w[2] for w in tup.pending_writes or []]
assert values == ["input", "a1", "a2", "b"], (
f"Expected writes_sort_key order ['input', 'a1', 'a2', 'b'], got {values}. "
"Put order gives ['b', 'a1', 'a2', 'input'], task_id order gives "
"['b', 'input', 'a1', 'a2']."
)
async def test_get_tuple_respects_namespace(saver: BaseCheckpointSaver) -> None:
"""checkpoint_ns filtering."""
tid = str(uuid4())
@@ -252,7 +223,6 @@ ALL_GET_TUPLE_TESTS = [
test_get_tuple_metadata,
test_get_tuple_parent_config,
test_get_tuple_pending_writes,
test_get_tuple_pending_writes_in_writes_sort_key_order,
test_get_tuple_respects_namespace,
test_get_tuple_nonexistent_checkpoint_id,
]
@@ -14,8 +14,8 @@ async def memory_checkpointer():
@pytest.mark.asyncio
async def test_validate_memory():
"""InMemorySaver passes the tests of every capability it implements."""
async def test_validate_memory_base():
"""InMemorySaver passes all base capability tests."""
report = await validate(memory_checkpointer)
report.print_report()
assert report.passed_all(), f"Capability tests failed: {report.to_dict()}"
assert report.passed_all_base(), f"Base tests failed: {report.to_dict()}"
+46 -46
View File
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version = "4.13.0"
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@@ -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'" },
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@@ -279,7 +279,7 @@ wheels = [
[[package]]
name = "langgraph-checkpoint"
version = "4.3.0"
version = "4.2.0"
source = { editable = "../checkpoint" }
dependencies = [
{ name = "langchain-core" },
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@@ -27,15 +27,10 @@ from psycopg_pool import ConnectionPool
from langgraph.checkpoint.postgres import _internal
from langgraph.checkpoint.postgres.base import (
_DELTA_PAGE_SIZE,
PRUNE_DELETE_THREADS_SQL,
PRUNE_STRATEGIES,
BasePostgresSaver,
_build_delta_stage1_sql,
_build_delta_stage2_sql,
_DeltaStage2Row,
_execute,
_keep_latest,
_refuse_delta_threads,
)
from langgraph.checkpoint.postgres.shallow import ShallowPostgresSaver
@@ -406,73 +401,6 @@ class PostgresSaver(BasePostgresSaver):
(str(thread_id),),
)
def prune(
self,
thread_ids: Sequence[str],
*,
strategy: str = "keep_latest",
) -> None:
"""Prune checkpoints for the given threads.
`"delete"` removes every checkpoint, write and blob of the threads, in
one transaction.
`"keep_latest"` keeps the latest checkpoint of each namespace (the one
`get_tuple` loads, plus its parent when it predates v4 and has pending
sends), with its pending writes and the blobs it references, and
deletes the rest. A kept checkpoint whose parent it deletes is left with
no parent. A subgraph call's namespace is deleted with the root
checkpoint the call started from, except a `checkpointer=True`
subgraph's, which keeps its latest checkpoint. Each thread is pruned in
its own transaction, on one snapshot of it, so a run appending to the
thread meanwhile is safe; forking or replaying from a checkpoint being
deleted is not. A thread that fails because another transaction changed
it leaves the threads before it pruned, and retrying is safe.
`"keep_latest"` refuses threads that use a `DeltaChannel`, since it
rebuilds the latest value from older checkpoints: if any requested
thread does, nothing is pruned. A thread that starts using one before
its turn in the batch is refused then, after the threads before it.
Args:
thread_ids: The thread IDs to prune.
strategy: `"keep_latest"` or `"delete"`.
Raises:
TypeError: If `thread_ids` is a single string.
ValueError: If `strategy` is unknown.
NotImplementedError: If `strategy` is `"keep_latest"` and a thread
uses a `DeltaChannel`.
psycopg.errors.SerializationFailure: If another transaction, such
as a second prune, changes a thread's rows while `"keep_latest"`
prunes it.
psycopg.errors.DeadlockDetected: If a second prune of a thread runs
at the same time.
"""
if isinstance(thread_ids, str):
raise TypeError("thread_ids must be a sequence of thread IDs, not a str")
if strategy not in PRUNE_STRATEGIES:
raise ValueError(f"Unknown prune strategy: {strategy!r}")
thread_ids = [str(t) for t in thread_ids]
if not thread_ids:
return
if strategy == "delete":
with self._cursor() as cur, cur.connection.transaction():
for sql in PRUNE_DELETE_THREADS_SQL:
cur.execute(sql, (thread_ids,))
return
with self._cursor() as cur:
_execute(cur, _refuse_delta_threads(thread_ids))
for thread_id in thread_ids:
with self._cursor() as cur:
if self.pipe:
# The transaction has to start with its isolation level, and
# in pipeline mode it would take in what ran since the last
# sync.
self.pipe.sync()
with cur.connection.transaction():
_execute(cur, _keep_latest(thread_id))
@contextmanager
def _cursor(self, *, pipeline: bool = False) -> Iterator[Cursor[DictRow]]:
"""Create a database cursor as a context manager.
@@ -520,13 +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`, starting at the target; 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
@@ -541,7 +467,7 @@ class PostgresSaver(BasePostgresSaver):
thread_id = config["configurable"]["thread_id"]
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
if not checkpoint_id:
if checkpoint_id is None:
target = self.get_tuple(config)
if target is None:
return {ch: {"writes": []} for ch in channels}
@@ -549,7 +475,7 @@ class PostgresSaver(BasePostgresSaver):
# Stage 1: paged K-JSONB-lookup scan, walking the parent chain in
# Python after each page. Stops as soon as every channel has its seed.
stage1_sql = _build_delta_stage1_sql(channels, paged=True, include_cursor=True)
stage1_sql = _build_delta_stage1_sql(channels, paged=True)
parent_of: dict[str, str | None] = {}
ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
hb_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
@@ -559,7 +485,7 @@ class PostgresSaver(BasePostgresSaver):
seed_inline_by_ch: dict[str, Any] = {}
walk_cursor_by_ch: dict[str, str | None] = {}
seeded: set[str] = set()
cursor: str | None = checkpoint_id
cursor: str | None = None
with self._cursor() as cur:
while True:
@@ -568,7 +494,7 @@ class PostgresSaver(BasePostgresSaver):
# ver_i, blob channel, blob version, inline_i
stage1_params.extend([ch, ch, ch, ch])
stage1_params.extend(
[thread_id, checkpoint_ns, cursor, _DELTA_PAGE_SIZE]
[thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
)
cur.execute(stage1_sql, stage1_params)
page = cur.fetchall()
@@ -600,7 +526,6 @@ class PostgresSaver(BasePostgresSaver):
if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
break
cursor = oldest
stage1_sql = _build_delta_stage1_sql(channels, paged=True)
# Stage 2: per-channel UNION ALL — one writes branch per channel
# with non-empty chain, plus one blob branch per seeded channel.
@@ -27,15 +27,10 @@ from psycopg_pool import AsyncConnectionPool
from langgraph.checkpoint.postgres import _ainternal
from langgraph.checkpoint.postgres.base import (
_DELTA_PAGE_SIZE,
PRUNE_DELETE_THREADS_SQL,
PRUNE_STRATEGIES,
BasePostgresSaver,
_aexecute,
_build_delta_stage1_sql,
_build_delta_stage2_sql,
_DeltaStage2Row,
_keep_latest,
_refuse_delta_threads,
)
from langgraph.checkpoint.postgres.shallow import AsyncShallowPostgresSaver
@@ -365,55 +360,6 @@ class AsyncPostgresSaver(BasePostgresSaver):
(str(thread_id),),
)
async def aprune(
self,
thread_ids: Sequence[str],
*,
strategy: str = "keep_latest",
) -> None:
"""Prune checkpoints for the given threads.
See `PostgresSaver.prune` for what each strategy keeps.
Args:
thread_ids: The thread IDs to prune.
strategy: `"keep_latest"` or `"delete"`.
Raises:
TypeError: If `thread_ids` is a single string.
ValueError: If `strategy` is unknown.
NotImplementedError: If `strategy` is `"keep_latest"` and a thread
uses a `DeltaChannel`.
psycopg.errors.SerializationFailure: If another transaction, such
as a second prune, changes a thread's rows while `"keep_latest"`
prunes it.
psycopg.errors.DeadlockDetected: If a second prune of a thread runs
at the same time.
"""
if isinstance(thread_ids, str):
raise TypeError("thread_ids must be a sequence of thread IDs, not a str")
if strategy not in PRUNE_STRATEGIES:
raise ValueError(f"Unknown prune strategy: {strategy!r}")
thread_ids = [str(t) for t in thread_ids]
if not thread_ids:
return
if strategy == "delete":
async with self._cursor() as cur, cur.connection.transaction():
for sql in PRUNE_DELETE_THREADS_SQL:
await cur.execute(sql, (thread_ids,))
return
async with self._cursor() as cur:
await _aexecute(cur, _refuse_delta_threads(thread_ids))
for thread_id in thread_ids:
async with self._cursor() as cur:
if self.pipe:
# The transaction has to start with its isolation level, and
# in pipeline mode it would take in what ran since the last
# sync.
await self.pipe.sync()
async with cur.connection.transaction():
await _aexecute(cur, _keep_latest(thread_id))
@asynccontextmanager
async def _cursor(
self, *, pipeline: bool = False
@@ -471,13 +417,13 @@ class AsyncPostgresSaver(BasePostgresSaver):
thread_id = config["configurable"]["thread_id"]
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
if not checkpoint_id:
if checkpoint_id is None:
target = await self.aget_tuple(config)
if target is None:
return {ch: {"writes": []} for ch in channels}
checkpoint_id = target.config["configurable"]["checkpoint_id"]
stage1_sql = _build_delta_stage1_sql(channels, paged=True, include_cursor=True)
stage1_sql = _build_delta_stage1_sql(channels, paged=True)
parent_of: dict[str, str | None] = {}
ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
hb_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
@@ -487,7 +433,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
seed_inline_by_ch: dict[str, Any] = {}
walk_cursor_by_ch: dict[str, str | None] = {}
seeded: set[str] = set()
cursor: str | None = checkpoint_id
cursor: str | None = None
async with self._cursor() as cur:
while True:
@@ -496,7 +442,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
# ver_i, blob channel, blob version, inline_i
stage1_params.extend([ch, ch, ch, ch])
stage1_params.extend(
[thread_id, checkpoint_ns, cursor, _DELTA_PAGE_SIZE]
[thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
)
await cur.execute(stage1_sql, stage1_params)
page = await cur.fetchall()
@@ -526,7 +472,6 @@ class AsyncPostgresSaver(BasePostgresSaver):
if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
break
cursor = oldest
stage1_sql = _build_delta_stage1_sql(channels, paged=True)
channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
channels_with_seed = [ch for ch in channels if seed_ver_by_ch[ch] is not None]
@@ -742,50 +687,5 @@ class AsyncPostgresSaver(BasePostgresSaver):
self.adelete_thread(thread_id), self.loop
).result()
def prune(
self,
thread_ids: Sequence[str],
*,
strategy: str = "keep_latest",
) -> None:
"""Prune checkpoints for the given threads.
See `PostgresSaver.prune` for what each strategy keeps.
Args:
thread_ids: The thread IDs to prune.
strategy: `"keep_latest"` or `"delete"`.
"""
try:
if asyncio.get_running_loop() is self.loop:
raise asyncio.InvalidStateError(
"Synchronous calls to AsyncPostgresSaver are only allowed from a "
"different thread. From the main thread, use the async interface. "
"For example, use `await checkpointer.aprune(...)`."
)
except RuntimeError:
pass
return asyncio.run_coroutine_threadsafe(
self.aprune(thread_ids, strategy=strategy), self.loop
).result()
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Sync bridge to `aget_delta_channel_history`, guarded like `get_tuple`."""
try:
if asyncio.get_running_loop() is self.loop:
raise asyncio.InvalidStateError(
"Synchronous calls to AsyncPostgresSaver are only allowed from a "
"different thread. From the main thread, use the async interface. "
"For example, use `await checkpointer.aget_delta_channel_history(...)`."
)
except RuntimeError:
pass
return asyncio.run_coroutine_threadsafe(
self.aget_delta_channel_history(config=config, channels=channels),
self.loop,
).result()
__all__ = ["AsyncPostgresSaver", "AsyncShallowPostgresSaver", "Conn"]
@@ -2,7 +2,7 @@ from __future__ import annotations
import random
import warnings
from collections.abc import Generator, Mapping, Sequence
from collections.abc import Mapping, Sequence
from importlib.metadata import version as get_version
from typing import Any, TypedDict, cast
@@ -14,11 +14,8 @@ from langgraph.checkpoint.base import (
DeltaChannelHistory,
PendingWrite,
get_checkpoint_id,
writes_sort_key,
)
from langgraph.checkpoint.serde.types import TASKS
from psycopg import AsyncCursor, Cursor
from psycopg.rows import DictRow
from psycopg.types.json import Jsonb
# Page size for stage-1 paged scan in `get_delta_channel_history`. Internal
@@ -112,7 +109,7 @@ select
) as channel_values,
(
select
array_agg(array[cw.task_id::text::bytea, cw.channel::bytea, cw.type::bytea, cw.blob, convert_to(cw.task_path, 'UTF8'), cw.idx::text::bytea])
array_agg(array[cw.task_id::text::bytea, cw.channel::bytea, cw.type::bytea, cw.blob] order by cw.task_id, cw.idx)
from checkpoint_writes cw
where cw.thread_id = checkpoints.thread_id
and cw.checkpoint_ns = checkpoints.checkpoint_ns
@@ -162,218 +159,6 @@ INSERT_CHECKPOINT_WRITES_SQL = """
"""
PRUNE_STRATEGIES = ("keep_latest", "delete")
PRUNE_DELETE_THREADS_SQL = (
"DELETE FROM checkpoints WHERE thread_id = ANY(%s)",
"DELETE FROM checkpoint_blobs WHERE thread_id = ANY(%s)",
"DELETE FROM checkpoint_writes WHERE thread_id = ANY(%s)",
)
# The prune statements below never join two sets of a thread's rows: a join is
# planned from per-thread row estimates, which are worst for the few huge
# threads worth pruning, and can go quadratic. They look rows up by primary key
# instead (`LATERAL ... LIMIT 1`, `= ANY`).
# A `DeltaChannel` leaves update counters in checkpoint metadata, or a
# snapshot: an inline `true` marker with a blob behind it, which a plain `True`
# value never has. LangGraph.js inlines no values, but marks the threads its
# DeltaChannel graphs start with `delta_writes_versioned`.
PRUNE_DELTA_THREADS_SQL = """
SELECT thread_id FROM checkpoints
WHERE thread_id = ANY(%s) AND (
metadata ? 'counters_since_delta_snapshot'
OR metadata ? 'delta_writes_versioned'
)
UNION
SELECT c.thread_id
FROM checkpoints c
CROSS JOIN LATERAL jsonb_each(c.checkpoint -> 'channel_values') AS v
CROSS JOIN LATERAL (
SELECT 1 FROM checkpoint_blobs b
WHERE b.thread_id = c.thread_id
AND b.checkpoint_ns = c.checkpoint_ns
AND b.channel = v.key
AND b.version = c.checkpoint -> 'channel_versions' ->> v.key
LIMIT 1
) AS snapshot
WHERE c.thread_id = ANY(%s) AND v.value = 'true'::jsonb
"""
# Per namespace: the latest checkpoint, the parent it reads its pending sends
# from when it predates v4, and the root graph's checkpoint its subgraph call
# started from, with whether that one is saved.
PRUNE_HEADS_SQL = f"""
SELECT
h.checkpoint_ns,
h.checkpoint_id AS head,
CASE WHEN (c.checkpoint ->> 'v')::int < 4 AND EXISTS (
SELECT 1 FROM checkpoint_writes w
WHERE w.thread_id = %s
AND w.checkpoint_ns = h.checkpoint_ns
AND w.checkpoint_id = c.parent_checkpoint_id
AND w.channel = '{TASKS}'
) THEN c.parent_checkpoint_id END AS sends_parent,
c.metadata -> 'parents' ->> '' AS root,
EXISTS (
SELECT 1 FROM checkpoints r
WHERE r.thread_id = %s AND r.checkpoint_ns = ''
AND r.checkpoint_id = c.metadata -> 'parents' ->> ''
) AS root_saved
FROM (
SELECT DISTINCT ON (checkpoint_ns) checkpoint_ns, checkpoint_id
FROM checkpoints
WHERE thread_id = %s
ORDER BY checkpoint_ns DESC, checkpoint_id DESC
) AS h
CROSS JOIN LATERAL (
SELECT checkpoint, parent_checkpoint_id, metadata FROM checkpoints
WHERE thread_id = %s
AND checkpoint_ns = h.checkpoint_ns
AND checkpoint_id = h.checkpoint_id
) AS c
"""
PRUNE_SNAPSHOT_SQL = "SET TRANSACTION ISOLATION LEVEL REPEATABLE READ"
PRUNE_UNKEPT_SQL = """
SELECT checkpoint_id FROM checkpoints
WHERE thread_id = %s AND checkpoint_ns = %s AND checkpoint_id <> ALL(%s)
"""
# A run saves a superstep's writes in the background, where they can commit
# before their checkpoint does, so they go by the checkpoints deleted.
PRUNE_WRITES_SQL = """
DELETE FROM checkpoint_writes
WHERE thread_id = %s AND checkpoint_ns = %s AND checkpoint_id = ANY(%s)
"""
PRUNE_CHECKPOINTS_SQL = """
WITH deleted AS (
DELETE FROM checkpoints
WHERE thread_id = %s AND checkpoint_ns = %s AND checkpoint_id <> ALL(%s)
RETURNING checkpoint -> 'channel_versions' AS versions
)
SELECT DISTINCT v.key AS channel, v.value AS version
FROM deleted
CROSS JOIN LATERAL jsonb_each_text(deleted.versions) AS v
"""
PRUNE_PARENTS_SQL = """
UPDATE checkpoints SET parent_checkpoint_id = NULL
WHERE thread_id = %s AND checkpoint_ns = %s
AND checkpoint_id = ANY(%s) AND parent_checkpoint_id <> ALL(%s)
"""
PRUNE_REFERENCED_BLOBS_SQL = """
SELECT DISTINCT v.key AS channel, v.value AS version
FROM checkpoints c
CROSS JOIN LATERAL jsonb_each_text(c.checkpoint -> 'channel_versions') AS v
WHERE c.thread_id = %s AND c.checkpoint_ns = %s
"""
PRUNE_BLOBS_SQL = """
DELETE FROM checkpoint_blobs
WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s AND version = ANY(%s)
"""
PRUNE_SUBGRAPH_CALLS_SQL = (
"DELETE FROM checkpoints WHERE thread_id = %s AND checkpoint_ns = ANY(%s)",
"DELETE FROM checkpoint_writes WHERE thread_id = %s AND checkpoint_ns = ANY(%s)",
"DELETE FROM checkpoint_blobs WHERE thread_id = %s AND checkpoint_ns = ANY(%s)",
)
def _garbage_blobs(
freed: Sequence[Mapping[str, Any]], referenced: Sequence[Mapping[str, Any]]
) -> dict[str, list[str]]:
"""Blobs a deleted checkpoint used and no kept one does, by channel."""
kept = {(r["channel"], r["version"]) for r in referenced}
garbage: dict[str, list[str]] = {}
for r in freed:
if (r["channel"], r["version"]) not in kept:
garbage.setdefault(r["channel"], []).append(r["version"])
return garbage
_Statements = Generator[tuple[str, Sequence[Any], bool], list[DictRow], None]
def _refuse_delta_threads(thread_ids: Sequence[str]) -> _Statements:
rows = yield PRUNE_DELTA_THREADS_SQL, (thread_ids, thread_ids), True
if delta := sorted(r["thread_id"] for r in rows):
raise NotImplementedError(
f"keep_latest can't prune threads that use a DeltaChannel: {', '.join(delta)}"
)
def _keep_latest(thread_id: str) -> _Statements:
"""The statements of one thread's keep_latest transaction, for `_execute`
and `_aexecute` to run. Each comes with whether its rows are sent back.
They all read one snapshot, so what a run saves meanwhile is neither seen
nor deleted, whatever its checkpoint ID.
"""
yield PRUNE_SNAPSHOT_SQL, (), False
heads = yield PRUNE_HEADS_SQL, (thread_id,) * 4, True
# Catches a thread that started using a DeltaChannel after the batch check.
yield from _refuse_delta_threads([thread_id])
kept = {
h["checkpoint_ns"]: [i for i in (h["head"], h["sends_parent"]) if i]
for h in heads
}
# A subgraph call's namespace has its task ID after a ":", unlike a
# `checkpointer=True` subgraph's, whose state outlives each call. A call
# goes with the root checkpoint it started from, but only once that one is
# saved: runs save in the background, so a call can commit first.
calls = {
h["checkpoint_ns"]
for h in heads
if ":" in h["checkpoint_ns"]
and h["root_saved"]
and h["root"] not in kept.get("", ())
}
if calls:
for sql in PRUNE_SUBGRAPH_CALLS_SQL:
yield sql, (thread_id, list(calls)), False
for ns, ids in kept.items():
if ns in calls:
continue
unkept = yield PRUNE_UNKEPT_SQL, (thread_id, ns, ids), True
if unkept:
deleted = [r["checkpoint_id"] for r in unkept]
yield PRUNE_WRITES_SQL, (thread_id, ns, deleted), False
freed = yield PRUNE_CHECKPOINTS_SQL, (thread_id, ns, ids), True
yield PRUNE_PARENTS_SQL, (thread_id, ns, ids, ids), False
if freed:
referenced = yield PRUNE_REFERENCED_BLOBS_SQL, (thread_id, ns), True
for channel, versions in _garbage_blobs(freed, referenced).items():
yield PRUNE_BLOBS_SQL, (thread_id, ns, channel, versions), False
# Unprepared, so Postgres plans each statement knowing its arrays: a cached
# generic plan checks a row against an `= ANY(...)` array one element at a time.
def _execute(cur: Cursor[DictRow], statements: _Statements) -> None:
try:
sql, params, fetch = next(statements)
while True:
cur.execute(sql, params, prepare=False)
sql, params, fetch = statements.send(cur.fetchall() if fetch else [])
except StopIteration:
pass
async def _aexecute(cur: AsyncCursor[DictRow], statements: _Statements) -> None:
try:
sql, params, fetch = next(statements)
while True:
await cur.execute(sql, params, prepare=False)
rows = await cur.fetchall() if fetch else []
sql, params, fetch = statements.send(rows)
except StopIteration:
pass
class _DeltaStage2Row(TypedDict, total=False):
"""One row from `_build_delta_stage2_sql` (a UNION ALL of writes and blobs)."""
@@ -383,22 +168,40 @@ class _DeltaStage2Row(TypedDict, total=False):
type: str | None
blob: bytes | None
task_id: str | None # "w" rows only
task_path: str | None # "w" rows only
idx: int | None # "w" rows only
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, include_cursor: bool = False
) -> str:
def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
"""Build stage 1 SQL with K parallel version lookups + seed probes.
For channels=["messages", "files"] (with `paged=True, include_cursor=True`)
the result is::
For channels=["messages", "files"] (with `paged=True`) the result is::
SELECT checkpoint_id, parent_checkpoint_id,
checkpoint -> 'channel_versions' ->> %s AS ver_0,
@@ -414,7 +217,7 @@ def _build_delta_stage1_sql(
checkpoint -> 'channel_values' -> %s AS inline_1
FROM checkpoints
WHERE thread_id = %s AND checkpoint_ns = %s
AND checkpoint_id <= %s
AND (%s::text IS NULL OR checkpoint_id < %s)
ORDER BY checkpoint_id DESC
LIMIT %s
@@ -455,16 +258,9 @@ def _build_delta_stage1_sql(
and uses safe identifiers).
Caller must extend params with `[ch_0 x4, ch_1 x4, ..., thread_id, ns,
cursor, page_size]` when `paged=True` — four per channel: the version
lookup, the blob's channel, the version the blob must match, and the inline
lookup.
Pages run newest-first from the target down. The first page passes the
target as the cursor with `include_cursor=True`, so it opens with the
target's own row, whose parent starts the walk; each later page continues
below the oldest row read. A checkpoint's ancestors have smaller ids (uuid6
is time-ordered, which `get_tuple` also relies on to find the latest
checkpoint), so no row newer than the target is part of its chain.
cursor, cursor, page_size]` when `paged=True` — four per channel: the
version lookup, the blob's channel, the version the blob must match, and the
inline lookup.
When `paged=False`, the WHERE has no cursor predicate and there's no
LIMIT/ORDER BY — kept as a non-public helper for tests/diagnostics.
@@ -488,7 +284,7 @@ def _build_delta_stage1_sql(
)
if paged:
sql += (
f" AND checkpoint_id {'<=' if include_cursor else '<'} %s"
" AND (%s::text IS NULL OR checkpoint_id < %s)"
" ORDER BY checkpoint_id DESC LIMIT %s"
)
return sql
@@ -523,7 +319,7 @@ def _build_delta_stage2_sql(
branches.append(
"SELECT 'w'::text AS _kind, "
"checkpoint_id, channel, "
"type, blob, task_id, task_path, idx, NULL::text AS version "
"type, blob, task_id, idx, NULL::text AS version "
"FROM checkpoint_writes "
"WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s "
"AND checkpoint_id = ANY(%s)"
@@ -531,8 +327,7 @@ def _build_delta_stage2_sql(
for _ in channels_with_seed:
branches.append(
"SELECT 'b'::text AS _kind, NULL::text AS checkpoint_id, channel, "
"type, blob, NULL::text AS task_id, NULL::text AS task_path, "
"NULL::int AS idx, version "
"type, blob, NULL::text AS task_id, NULL::int AS idx, version "
"FROM checkpoint_blobs "
"WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s "
"AND version = %s"
@@ -540,8 +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]):
@@ -634,11 +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` (the target doesn't
exist, so the walk never starts).
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.
@@ -646,13 +441,9 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
for i, ch in enumerate(channels):
if ch in seeded:
continue
# The first page opens with the target's row, so it's missing only
# when the target doesn't exist; 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]
@@ -701,11 +492,10 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
stored value, or when the seed blob is sentinel "empty" — in both cases
the consumer treats absence as "start empty".
"""
# writes_by_ch_by_cid[channel][cid] = list of
# (type, blob, task_id, idx, task_path)
writes_by_ch_by_cid: dict[
str, dict[str, list[tuple[str, bytes, str, int, str]]]
] = {ch: {} for ch in channels}
# writes_by_ch_by_cid[channel][cid] = list of (type, blob, task_id, idx)
writes_by_ch_by_cid: dict[str, dict[str, list[tuple[str, bytes, str, int]]]] = {
ch: {} for ch in channels
}
# seed_blob_by_ver[(channel, version)] = (type, blob)
seed_blob_by_ver: dict[tuple[str, str], tuple[str, bytes]] = {}
@@ -716,14 +506,8 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
cid = cast(str, r["checkpoint_id"])
writes_by_ch_by_cid.setdefault(ch, {}).setdefault(cid, []).append(
cast(
"tuple[str, bytes, str, int, str]",
(
r["type"],
r["blob"],
r["task_id"],
r["idx"],
r["task_path"],
),
"tuple[str, bytes, str, int]",
(r["type"], r["blob"], r["task_id"], r["idx"]),
)
)
else: # kind == "b"
@@ -732,10 +516,10 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
"tuple[str, bytes]", (r["type"], r["blob"])
)
# Sort writes per (channel, cid) newest-first
# Sort writes per (channel, cid) newest-first by (task_id, idx)
for cid_map in writes_by_ch_by_cid.values():
for ws in cid_map.values():
ws.sort(key=lambda w: writes_sort_key(w[4], w[2], w[3]), reverse=True)
ws.sort(key=lambda w: (w[2], w[3]), reverse=True)
result: dict[str, DeltaChannelHistory] = {}
for ch in channels:
@@ -745,9 +529,7 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
collected: list[PendingWrite] = []
cid_writes = writes_by_ch_by_cid.get(ch, {})
for cid in chain_cids:
for type_tag, write_blob, task_id, _idx, _path in cid_writes.get(
cid, []
):
for type_tag, write_blob, task_id, _idx in cid_writes.get(cid, []):
val = self.serde.loads_typed((type_tag, write_blob))
collected.append((task_id, ch, val))
collected.reverse()
@@ -790,15 +572,20 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
]
def _load_writes(
self, writes: list[tuple[bytes, bytes, bytes, bytes, bytes, bytes]] | None
self, writes: list[tuple[bytes, bytes, bytes, bytes]]
) -> list[tuple[str, str, Any]]:
return [
(tid.decode(), channel.decode(), self.serde.loads_typed((t.decode(), v)))
for tid, channel, t, v, _, _ in sorted(
writes or [],
key=lambda w: writes_sort_key(w[4].decode(), w[0].decode(), int(w[5])),
)
]
return (
[
(
tid.decode(),
channel.decode(),
self.serde.loads_typed((t.decode(), v)),
)
for tid, channel, t, v in writes
]
if writes
else []
)
def _dump_writes(
self,
@@ -97,7 +97,7 @@ select
) as channel_values,
(
select
array_agg(array[cw.task_id::text::bytea, cw.channel::bytea, cw.type::bytea, cw.blob, convert_to(cw.task_path, 'UTF8'), cw.idx::text::bytea])
array_agg(array[cw.task_id::text::bytea, cw.channel::bytea, cw.type::bytea, cw.blob] order by cw.task_id, cw.idx)
from checkpoint_writes cw
where cw.thread_id = checkpoints.thread_id
and cw.checkpoint_ns = checkpoints.checkpoint_ns
@@ -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
+2 -2
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph-checkpoint-postgres"
version = "3.2.0"
version = "3.1.2"
description = "Library with a Postgres implementation of LangGraph checkpoint saver."
authors = []
requires-python = ">=3.10"
@@ -12,7 +12,7 @@ readme = "README.md"
license = "MIT"
license-files = ['LICENSE']
dependencies = [
"langgraph-checkpoint>=4.3.0,<5.0.0",
"langgraph-checkpoint>=4.1.0,<5.0.0",
"orjson>=3.11.5",
"psycopg>=3.2.0",
"psycopg-pool>=3.2.0",
@@ -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}
@@ -1,211 +0,0 @@
from __future__ import annotations
from collections.abc import Mapping, Sequence
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, BasePostgresSaver
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 split the walk from the target
# to its seed across pages.
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_walk_continues_across_pages(
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_walk_continues_across_pages(
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)
def _record_rows_read(monkeypatch: pytest.MonkeyPatch) -> list[str]:
read: list[str] = []
ingest = BasePostgresSaver._ingest_stage1_page
def record(rows: Sequence[Mapping[str, Any]], *args: Any) -> str | None:
read.extend(row["checkpoint_id"] for row in rows)
return ingest(rows, *args)
monkeypatch.setattr(BasePostgresSaver, "_ingest_stage1_page", staticmethod(record))
return read
def _ids_from_target_down(configs: list[dict]) -> list[str]:
return [c["configurable"]["checkpoint_id"] for c in configs[TARGET_STEP::-1]]
async def test_async_walk_reads_nothing_newer_than_the_target(
monkeypatch: pytest.MonkeyPatch,
) -> None:
read = _record_rows_read(monkeypatch)
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], _DELTA_PAGE_SIZE)
assert read == _ids_from_target_down(configs)
def test_sync_walk_reads_nothing_newer_than_the_target(
monkeypatch: pytest.MonkeyPatch,
) -> None:
read = _record_rows_read(monkeypatch)
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], _DELTA_PAGE_SIZE)
assert read == _ids_from_target_down(configs)
def _empty_checkpoint_id(config: dict) -> dict:
return {"configurable": {**config["configurable"], "checkpoint_id": ""}}
async def test_async_empty_checkpoint_id_reads_from_the_latest_checkpoint() -> None:
async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
await saver.setup()
configs = await _abuild_chain(saver)
latest = await saver.aget_delta_channel_history(
config=configs[-1], channels=[CHANNEL]
)
result = await saver.aget_delta_channel_history(
config=_empty_checkpoint_id(configs[-1]), channels=[CHANNEL]
)
assert latest[CHANNEL]["writes"]
assert result == latest
def test_sync_empty_checkpoint_id_reads_from_the_latest_checkpoint() -> None:
with PostgresSaver.from_conn_string(DEFAULT_URI) as saver:
saver.setup()
configs = _build_chain(saver)
latest = saver.get_delta_channel_history(config=configs[-1], channels=[CHANNEL])
result = saver.get_delta_channel_history(
config=_empty_checkpoint_id(configs[-1]), channels=[CHANNEL]
)
assert latest[CHANNEL]["writes"]
assert result == latest
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": []}
@@ -1,540 +0,0 @@
import asyncio
from collections.abc import Awaitable, Callable
from contextlib import asynccontextmanager
from typing import Any
from uuid import uuid4
import pytest
from langgraph.checkpoint.base import empty_checkpoint
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.conformance import validate
from langgraph.checkpoint.conformance.initializer import checkpointer_test
from langgraph.checkpoint.serde.types import TASKS, _DeltaSnapshot
from psycopg import AsyncConnection
from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver
from langgraph.checkpoint.postgres.base import (
PRUNE_DELTA_THREADS_SQL,
PRUNE_HEADS_SQL,
PRUNE_REFERENCED_BLOBS_SQL,
)
from tests.conftest import DEFAULT_POSTGRES_URI, DEFAULT_URI
from tests.test_async import _saver as _async_saver
from tests.test_sync import _saver as _sync_saver
SAVERS = ["base", "pool", "pipe", "aio_base", "aio_pool", "aio_pipe"]
@asynccontextmanager
async def _saver(name: str):
if name.startswith("aio_"):
async with _async_saver(name.removeprefix("aio_")) as saver:
yield saver
else:
with _sync_saver(name) as saver:
yield saver
async def _call(saver: Any, method: str, *args: Any, **kwargs: Any) -> Any:
if isinstance(saver, AsyncPostgresSaver):
return await getattr(saver, f"a{method}")(*args, **kwargs)
return getattr(saver, method)(*args, **kwargs)
async def _rows(saver: Any, thread_id: str) -> dict[str, list[tuple]]:
queries = {
"checkpoints": "SELECT checkpoint_ns, checkpoint_id FROM checkpoints"
" WHERE thread_id = %s ORDER BY 1, 2",
"writes": "SELECT checkpoint_ns, checkpoint_id, task_id, idx"
" FROM checkpoint_writes WHERE thread_id = %s ORDER BY 1, 2, 3, 4",
"blobs": "SELECT checkpoint_ns, channel, version FROM checkpoint_blobs"
" WHERE thread_id = %s ORDER BY 1, 2, 3",
}
rows = {}
for table, sql in queries.items():
if isinstance(saver, AsyncPostgresSaver):
async with saver._cursor() as cur:
await cur.execute(sql, (thread_id,))
rows[table] = [tuple(r.values()) for r in await cur.fetchall()]
else:
with saver._cursor() as cur:
cur.execute(sql, (thread_id,))
rows[table] = [tuple(r.values()) for r in cur.fetchall()]
return rows
async def _put(
saver: Any,
thread_id: str,
parent: dict | None,
step: int,
values: dict[str, Any],
versions: dict[str, str],
*,
ns: str = "",
metadata: dict[str, Any] | None = None,
v: int = 4,
checkpoint_id: str | None = None,
) -> dict:
config = {"configurable": {"thread_id": thread_id, "checkpoint_ns": ns}}
if parent is not None:
config["configurable"]["checkpoint_id"] = parent["configurable"][
"checkpoint_id"
]
checkpoint = empty_checkpoint()
checkpoint.update(
v=v,
id=checkpoint_id or str(uuid6(clock_seq=step)),
channel_values=values,
channel_versions=versions,
)
new_versions = {k: versions[k] for k in values}
return await _call(
saver,
"put",
config,
checkpoint,
{"source": "loop", "step": step, "parents": {}, **(metadata or {})},
new_versions,
)
async def _three_checkpoints(
saver: Any,
thread_id: str,
ns: str = "",
metadata: dict[str, Any] | None = None,
) -> dict:
parent = None
steps = [
({"a": [1], "s": ["shared"]}, {"a": "1", "s": "1"}),
({"a": [1, 2]}, {"a": "2", "s": "1"}),
({"a": [1, 2, 3]}, {"a": "3", "s": "1"}),
]
for step, (values, versions) in enumerate(steps):
parent = await _put(
saver, thread_id, parent, step, values, versions, ns=ns, metadata=metadata
)
await _call(saver, "put_writes", parent, [("a", step)], str(uuid4()))
return parent
@asynccontextmanager
async def _second_saver(saver: AsyncPostgresSaver):
assert isinstance(saver.conn, AsyncConnection)
uri = DEFAULT_POSTGRES_URI + saver.conn.info.dbname
async with AsyncPostgresSaver.from_conn_string(uri) as other:
yield other
def _run_once_after(
saver: AsyncPostgresSaver,
sql: str,
action: Callable[[], Awaitable[Any]],
*,
nth: int = 1,
) -> None:
seen = 0
cursor = saver._cursor
class Hooked:
def __init__(self, cur: Any) -> None:
self.cur = cur
def __getattr__(self, name: str) -> Any:
return getattr(self.cur, name)
async def execute(self, query: Any, params: Any = None, **kwargs: Any) -> None:
nonlocal seen
await self.cur.execute(query, params, **kwargs)
if query is sql:
seen += 1
if seen == nth:
await action()
@asynccontextmanager
async def hooked(**kwargs: Any):
async with cursor(**kwargs) as cur:
yield Hooked(cur)
saver._cursor = hooked
async def _delta_thread(saver: Any, thread_id: str, evidence: str) -> None:
if evidence == "counters":
first = await _put(saver, thread_id, None, 0, {"m": [1]}, {"m": "1"})
await _put(
saver,
thread_id,
first,
1,
{},
{"m": "2"},
metadata={"counters_since_delta_snapshot": {"m": [1, 1]}},
)
elif evidence == "snapshot":
first = await _put(
saver, thread_id, None, 0, {"m": _DeltaSnapshot([1])}, {"m": "1"}
)
await _put(saver, thread_id, first, 1, {}, {"m": "2"})
else:
marker = {"delta_writes_versioned": True}
first = await _put(
saver, thread_id, None, 0, {"m": [1]}, {"m": "1"}, metadata=marker
)
await _put(
saver, thread_id, first, 1, {"m": [1, 2]}, {"m": "2"}, metadata=marker
)
@pytest.mark.parametrize("name", SAVERS)
async def test_keep_latest_keeps_each_namespace_head_with_its_writes_and_blobs(
name: str,
) -> None:
async with _saver(name) as saver:
thread_id, other_id = str(uuid4()), str(uuid4())
heads = {
ns: await _three_checkpoints(saver, thread_id, ns) for ns in ("", "sub:1")
}
await _three_checkpoints(saver, other_id)
before = {ns: await _call(saver, "get_tuple", h) for ns, h in heads.items()}
other_before = await _rows(saver, other_id)
await _call(saver, "prune", [thread_id])
rows = await _rows(saver, thread_id)
assert rows["checkpoints"] == [
(ns, heads[ns]["configurable"]["checkpoint_id"]) for ns in ("", "sub:1")
]
assert [(ns, cid) for ns, cid, *_ in rows["writes"]] == rows["checkpoints"]
assert rows["blobs"] == [
(ns, ch, ver)
for ns in ("", "sub:1")
for ch, ver in (("a", "3"), ("s", "1"))
]
for ns, head in heads.items():
assert await _call(saver, "get_tuple", head) == before[ns]._replace(
parent_config=None
)
assert await _rows(saver, other_id) == other_before
@pytest.mark.parametrize("evidence", ["counters", "snapshot", "versioned"])
@pytest.mark.parametrize("name", SAVERS)
async def test_keep_latest_refuses_a_batch_with_a_delta_channel_thread(
name: str, evidence: str
) -> None:
async with _saver(name) as saver:
ordinary_id, delta_id = str(uuid4()), str(uuid4())
await _three_checkpoints(saver, ordinary_id)
await _delta_thread(saver, delta_id, evidence)
before = [await _rows(saver, t) for t in (ordinary_id, delta_id)]
with pytest.raises(NotImplementedError, match=delta_id):
await _call(saver, "prune", [ordinary_id, delta_id])
assert [await _rows(saver, t) for t in (ordinary_id, delta_id)] == before
@pytest.mark.parametrize("name", SAVERS)
async def test_keep_latest_prunes_a_thread_storing_a_plain_true(name: str) -> None:
async with _saver(name) as saver:
thread_id = str(uuid4())
first = await _put(
saver, thread_id, None, 0, {"flag": True, "a": [1]}, {"flag": "1", "a": "1"}
)
head = await _put(
saver, thread_id, first, 1, {"flag": True}, {"flag": "2", "a": "1"}
)
await _call(saver, "prune", [thread_id])
assert (await _rows(saver, thread_id))["checkpoints"] == [
("", head["configurable"]["checkpoint_id"])
]
@pytest.mark.parametrize("name", SAVERS)
async def test_keep_latest_keeps_the_parent_holding_a_pre_v4_heads_sends(
name: str,
) -> None:
async with _saver(name) as saver:
thread_id = str(uuid4())
first = await _put(saver, thread_id, None, 0, {}, {}, v=1)
await _call(saver, "put_writes", first, [(TASKS, "send-1")], str(uuid4()))
second = await _put(saver, thread_id, first, 1, {}, {}, v=1)
head = await _put(saver, thread_id, second, 2, {}, {}, v=1)
await _call(saver, "put_writes", second, [(TASKS, "send-2")], str(uuid4()))
await _call(saver, "prune", [thread_id])
assert (await _rows(saver, thread_id))["checkpoints"] == [
("", second["configurable"]["checkpoint_id"]),
("", head["configurable"]["checkpoint_id"]),
]
loaded = await _call(saver, "get_tuple", head)
assert loaded.checkpoint["channel_values"][TASKS] == ["send-2"]
assert loaded.parent_config == second
assert (await _call(saver, "get_tuple", second)).parent_config is None
@pytest.mark.parametrize("name", SAVERS)
async def test_delete_removes_every_row_of_the_threads(name: str) -> None:
async with _saver(name) as saver:
ordinary_id, delta_id, other_id = str(uuid4()), str(uuid4()), str(uuid4())
await _three_checkpoints(saver, ordinary_id)
await _delta_thread(saver, delta_id, "counters")
await _three_checkpoints(saver, other_id)
other_before = await _rows(saver, other_id)
await _call(saver, "prune", [ordinary_id, delta_id], strategy="delete")
empty = {"checkpoints": [], "writes": [], "blobs": []}
assert await _rows(saver, ordinary_id) == empty
assert await _rows(saver, delta_id) == empty
assert await _rows(saver, other_id) == other_before
@pytest.mark.parametrize("name", SAVERS)
async def test_unknown_strategy_changes_nothing(name: str) -> None:
async with _saver(name) as saver:
thread_id = str(uuid4())
await _three_checkpoints(saver, thread_id)
before = await _rows(saver, thread_id)
with pytest.raises(ValueError, match="keep_all"):
await _call(saver, "prune", [thread_id], strategy="keep_all")
assert await _rows(saver, thread_id) == before
async def test_async_saver_prune_runs_from_another_thread_only() -> None:
async with _saver("aio_base") as saver:
thread_id = str(uuid4())
head = await _three_checkpoints(saver, thread_id)
with pytest.raises(asyncio.InvalidStateError):
saver.prune([thread_id])
await asyncio.to_thread(saver.prune, [thread_id])
assert (await _rows(saver, thread_id))["checkpoints"] == [
("", head["configurable"]["checkpoint_id"])
]
async def test_prune_conformance() -> None:
@checkpointer_test(name="AsyncPostgresSaver")
async def postgres_saver():
async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
await saver.setup()
yield saver
report = await validate(postgres_saver, capabilities={"prune"})
prune = report.results["prune"]
if not prune.passed:
details = "\n".join(prune.failures)
pytest.fail(f"Capability prune failed (passed={prune.passed}):\n{details}")
@pytest.mark.parametrize("strategy", ["keep_latest", "delete"])
@pytest.mark.parametrize("name", ["base", "aio_base"])
async def test_prune_rejects_a_single_thread_id_string(
name: str, strategy: str
) -> None:
async with _saver(name) as saver:
for thread_id in ("ab", "a", "b"):
await _three_checkpoints(saver, thread_id)
before = [await _rows(saver, t) for t in ("ab", "a", "b")]
with pytest.raises(TypeError, match="not a str"):
await _call(saver, "prune", "ab", strategy=strategy)
assert [await _rows(saver, t) for t in ("ab", "a", "b")] == before
@pytest.mark.parametrize(
"after", [PRUNE_HEADS_SQL, PRUNE_REFERENCED_BLOBS_SQL], ids=["heads", "blobs"]
)
async def test_keep_latest_keeps_a_checkpoint_saved_while_it_runs(after: str) -> None:
async with _saver("aio_base") as saver, _second_saver(saver) as other:
thread_id = str(uuid4())
head = await _three_checkpoints(saver, thread_id)
saved: list[dict] = []
async def save_a_child() -> None:
saved.append(
await _put(
other, thread_id, head, 3, {"a": [1, 2, 3, 4]}, {"a": "4", "s": "1"}
)
)
_run_once_after(saver, after, save_a_child)
await saver.aprune([thread_id])
loaded = await saver.aget_tuple(saved[0])
assert loaded is not None, "the checkpoint saved during the prune was deleted"
assert loaded.checkpoint["channel_values"] == {
"a": [1, 2, 3, 4],
"s": ["shared"],
}
assert loaded.parent_config == head
async def test_keep_latest_refuses_a_thread_that_turns_delta_after_the_batch_check() -> (
None
):
async with _saver("aio_base") as saver, _second_saver(saver) as other:
thread_id = str(uuid4())
head = await _three_checkpoints(saver, thread_id)
async def save_a_delta_checkpoint() -> None:
await _put(
other,
thread_id,
head,
3,
{},
{"a": "4", "s": "1"},
metadata={"counters_since_delta_snapshot": {"a": [1, 1]}},
)
_run_once_after(saver, PRUNE_DELTA_THREADS_SQL, save_a_delta_checkpoint)
with pytest.raises(NotImplementedError, match=thread_id):
await saver.aprune([thread_id])
assert len((await _rows(saver, thread_id))["checkpoints"]) == 4
async def test_keep_latest_keeps_the_history_of_a_delta_checkpoint_saved_after_the_thread_check() -> (
None
):
async with _saver("aio_base") as saver, _second_saver(saver) as other:
thread_id = str(uuid4())
head = await _three_checkpoints(saver, thread_id)
saved: list[dict] = []
async def save_a_delta_checkpoint() -> None:
saved.append(
await _put(
other,
thread_id,
head,
3,
{},
{"a": "4", "s": "1"},
metadata={"counters_since_delta_snapshot": {"a": [1, 1]}},
)
)
_run_once_after(saver, PRUNE_DELTA_THREADS_SQL, save_a_delta_checkpoint, nth=2)
await saver.aprune([thread_id])
assert (await _rows(saver, thread_id))["checkpoints"] == [
("", head["configurable"]["checkpoint_id"]),
("", saved[0]["configurable"]["checkpoint_id"]),
]
history = await saver.aget_delta_channel_history(
config=saved[0], channels=["a"]
)
assert history["a"]["seed"] == [1, 2, 3]
assert [value for _, _, value in history["a"]["writes"]] == [2]
@pytest.mark.parametrize("name", SAVERS)
async def test_keep_latest_deletes_a_subgraph_call_with_the_checkpoint_it_started_from(
name: str,
) -> None:
async with _saver(name) as saver:
thread_id = str(uuid4())
older = await _put(saver, thread_id, None, 0, {}, {})
head = await _put(saver, thread_id, older, 1, {}, {})
unsaved = str(uuid6(clock_seq=2))
started_from = {
"finished:1": older["configurable"]["checkpoint_id"],
"interrupted:2": head["configurable"]["checkpoint_id"],
"running:3": unsaved,
"checkpointer_true": older["configurable"]["checkpoint_id"],
}
for ns, root in started_from.items():
await _three_checkpoints(
saver, thread_id, ns, metadata={"parents": {"": root}}
)
await _call(saver, "prune", [thread_id])
rows = await _rows(saver, thread_id)
assert {ns for ns, *_ in rows["checkpoints"]} == {
"",
"interrupted:2",
"running:3",
"checkpointer_true",
}
assert {ns for ns, *_ in rows["writes"]} == {
"interrupted:2",
"running:3",
"checkpointer_true",
}
assert {ns for ns, *_ in rows["blobs"]} == {
"interrupted:2",
"running:3",
"checkpointer_true",
}
async def test_keep_latest_keeps_a_checkpoint_saved_meanwhile_whatever_its_id() -> None:
async with _saver("aio_base") as saver, _second_saver(saver) as other:
thread_id = str(uuid4())
head = await _three_checkpoints(saver, thread_id)
lower_id = "0" + head["configurable"]["checkpoint_id"][1:]
saved: list[dict] = []
async def save_a_child_with_a_lower_id() -> None:
child = await _put(
other,
thread_id,
head,
3,
{"a": [1, 2, 3, 4]},
{"a": "4", "s": "1"},
checkpoint_id=lower_id,
)
await _call(other, "put_writes", child, [("a", 4)], str(uuid4()))
saved.append(child)
_run_once_after(saver, PRUNE_HEADS_SQL, save_a_child_with_a_lower_id)
await saver.aprune([thread_id])
loaded = await saver.aget_tuple(saved[0])
assert loaded is not None, "the checkpoint saved during the prune was deleted"
assert loaded.checkpoint["channel_values"] == {
"a": [1, 2, 3, 4],
"s": ["shared"],
}
assert [value for _, _, value in loaded.pending_writes or []] == [4]
@pytest.mark.parametrize("name", SAVERS)
async def test_keep_latest_keeps_writes_saved_before_their_checkpoint(
name: str,
) -> None:
async with _saver(name) as saver:
thread_id = str(uuid4())
head = await _three_checkpoints(saver, thread_id)
next_id = str(uuid6(clock_seq=3))
next_config = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": "",
"checkpoint_id": next_id,
}
}
await _call(saver, "put_writes", next_config, [("a", 4)], str(uuid4()))
await _call(saver, "prune", [thread_id])
await _put(
saver, thread_id, head, 3, {}, {"a": "3", "s": "1"}, checkpoint_id=next_id
)
loaded = await _call(saver, "get_tuple", next_config)
assert [value for _, _, value in loaded.pending_writes] == [4]
@@ -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")]
+196 -219
View File
@@ -17,16 +17,16 @@ wheels = [
[[package]]
name = "anyio"
version = "4.15.1"
version = "4.14.2"
source = { registry = "https://pypi.org/simple" }
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{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
{ name = "idna" },
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{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
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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" },
]
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 = [
@@ -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" },
]
sdist = { url = "https://files.pythonhosted.org/packages/6e/58/3ad53096eee1e07728e8219ded30ae308b0f2b8b7b26b8ebb6371917c0f5/langchain_core-1.5.2.tar.gz", hash = "sha256:2d13ab35b42eec63d4669a483776b8cdd778ee764107149369fb369d84c08c41", size = 972322, upload-time = "2026-07-28T16:38:37.977Z" }
@@ -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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wheels = [
@@ -278,7 +276,7 @@ wheels = [
[[package]]
name = "langgraph-checkpoint"
version = "4.3.0"
version = "4.2.0"
source = { editable = "../checkpoint" }
dependencies = [
{ name = "langchain-core" },
@@ -353,7 +351,7 @@ test = [
[[package]]
name = "langgraph-checkpoint-postgres"
version = "3.2.0"
version = "3.1.2"
source = { editable = "." }
dependencies = [
{ name = "langgraph-checkpoint" },
@@ -453,74 +451,83 @@ wheels = [
[[package]]
name = "orjson"
version = "3.12.0"
version = "3.11.9"
source = { registry = "https://pypi.org/simple" }
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[[package]]
name = "typing-inspection"
version = "0.4.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
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{ name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
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+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
}
},
}
@@ -29,11 +29,7 @@ from langgraph.checkpoint.sqlite._delta import (
build_delta_stage2_sql,
step_walk_with_row,
)
from langgraph.checkpoint.sqlite.utils import (
load_pending_writes,
pending_writes_sql,
search_where,
)
from langgraph.checkpoint.sqlite.utils import search_where
_AIO_ERROR_MSG = (
"The SqliteSaver does not support async methods. "
@@ -85,7 +81,6 @@ class SqliteSaver(BaseCheckpointSaver[str]):
conn: sqlite3.Connection
is_setup: bool
_has_task_path: bool = True
def __init__(
self,
@@ -159,7 +154,6 @@ class SqliteSaver(BaseCheckpointSaver[str]):
checkpoint_ns TEXT NOT NULL DEFAULT '',
checkpoint_id TEXT NOT NULL,
task_id TEXT NOT NULL,
task_path TEXT NOT NULL DEFAULT '',
idx INTEGER NOT NULL,
channel TEXT NOT NULL,
type TEXT,
@@ -168,19 +162,6 @@ class SqliteSaver(BaseCheckpointSaver[str]):
);
"""
)
# sqlite has no ADD COLUMN IF NOT EXISTS; this migrates databases
# created before `task_path` existed and is a no-op on the rest.
try:
self.conn.execute(
"ALTER TABLE writes ADD COLUMN task_path TEXT NOT NULL DEFAULT ''"
)
except sqlite3.OperationalError as e:
# A read-only database from before the column can still be read;
# its rows would all read back as '' anyway.
if "readonly database" in str(e):
self._has_task_path = False
elif "duplicate column name" not in str(e):
raise
self.is_setup = True
@@ -279,7 +260,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
}
# find any pending writes
cur.execute(
pending_writes_sql(self._has_task_path),
"SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx",
(
str(config["configurable"]["thread_id"]),
checkpoint_ns,
@@ -305,7 +286,10 @@ class SqliteSaver(BaseCheckpointSaver[str]):
if parent_checkpoint_id
else None
),
load_pending_writes(cur, self.serde),
[
(task_id, channel, self.serde.loads_typed((type, value)))
for task_id, channel, type, value in cur
],
)
def list(
@@ -367,7 +351,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
metadata,
) in cur:
wcur.execute(
pending_writes_sql(self._has_task_path),
"SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx",
(thread_id, checkpoint_ns, checkpoint_id),
)
yield CheckpointTuple(
@@ -394,7 +378,10 @@ class SqliteSaver(BaseCheckpointSaver[str]):
if parent_checkpoint_id
else None
),
load_pending_writes(wcur, self.serde),
[
(task_id, channel, self.serde.loads_typed((type, value)))
for task_id, channel, type, value in wcur
],
)
def put(
@@ -473,9 +460,9 @@ class SqliteSaver(BaseCheckpointSaver[str]):
task_path: Path of the task creating the writes.
"""
query = (
"INSERT OR REPLACE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)"
"INSERT OR REPLACE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)"
if all(w[0] in WRITES_IDX_MAP for w in writes)
else "INSERT OR IGNORE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)"
else "INSERT OR IGNORE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)"
)
with self.cursor() as cur:
cur.executemany(
@@ -486,7 +473,6 @@ class SqliteSaver(BaseCheckpointSaver[str]):
str(config["configurable"]["checkpoint_ns"]),
str(config["configurable"]["checkpoint_id"]),
task_id,
task_path,
WRITES_IDX_MAP.get(channel, idx),
channel,
*self.serde.dumps_typed(value),
@@ -521,12 +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
@@ -539,7 +526,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
thread_id = str(config["configurable"]["thread_id"])
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
if not checkpoint_id:
if checkpoint_id is None:
target = self.get_tuple(config)
if target is None:
return {ch: {"writes": []} for ch in channels}
@@ -551,14 +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,
@@ -573,7 +558,6 @@ class SqliteSaver(BaseCheckpointSaver[str]):
channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
stage2_sql = build_delta_stage2_sql(
has_task_path=self._has_task_path,
chain_lens=[len(chain_by_ch[ch]) for ch in channels_with_chain],
)
if stage2_sql:
@@ -584,7 +568,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
)
cur.execute(stage2_sql, stage2_params)
stage2_rows = cast(
"list[tuple[str, str, str, int, str, bytes, str]]", cur.fetchall()
"list[tuple[str, str, str, int, str, bytes]]", cur.fetchall()
)
else:
stage2_rows = []
@@ -24,45 +24,22 @@ from __future__ import annotations
from collections.abc import Mapping, Sequence
from typing import Any
from langgraph.checkpoint.base import (
DeltaChannelHistory,
PendingWrite,
writes_sort_key,
)
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"
)
def build_delta_stage2_sql(
*, chain_lens: Sequence[int], has_task_path: bool = True
) -> str:
def build_delta_stage2_sql(*, chain_lens: Sequence[int]) -> str:
"""Stage-2 per-channel UNION ALL fetching writes from `writes`.
One branch per channel with a non-empty chain. Each branch inlines its
@@ -76,12 +53,11 @@ def build_delta_stage2_sql(
of a single `channel = ANY(channels)` filter when channels have
different chain depths — same rationale as postgres.
"""
task_path = "task_path" if has_task_path else "''"
branches: list[str] = []
for n in chain_lens:
cid_placeholders = ",".join("?" * n)
branches.append(
f"SELECT checkpoint_id, channel, task_id, idx, type, value, {task_path} "
"SELECT checkpoint_id, channel, task_id, idx, type, value "
"FROM writes "
"WHERE thread_id = ? AND checkpoint_ns = ? AND channel = ? "
f"AND checkpoint_id IN ({cid_placeholders})"
@@ -92,6 +68,7 @@ def build_delta_stage2_sql(
def step_walk_with_row(
*,
cid: str,
parent_cid: str | None,
type_tag: str,
blob: bytes,
target_id: str,
@@ -104,32 +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))
@@ -139,6 +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
@@ -148,31 +130,29 @@ def build_delta_channels_writes_history(
chain_by_ch: Mapping[str, list[str]],
seed_val_by_ch: Mapping[str, Any],
seeded: set[str],
stage2_rows: Sequence[tuple[str, str, str, int, str, bytes, str]],
stage2_rows: Sequence[tuple[str, str, str, int, str, bytes]],
serde: Any,
) -> dict[str, DeltaChannelHistory]:
"""Demux stage-2 rows per channel; produce per-channel histories.
Stage-2 rows are
`(checkpoint_id, channel, task_id, idx, type, value, task_path)`.
Final write order is oldest→newest globally and `writes_sort_key`
within a checkpoint, matching the contract on
`DeltaChannelHistory.writes`.
Stage-2 rows are `(checkpoint_id, channel, task_id, idx, type, value)`.
Final write order is oldest→newest globally and `(task_id, idx)` within
a checkpoint, matching the contract on `DeltaChannelHistory.writes`.
`seed` is omitted when the walk reached a true root with no snapshot
found (channel never entered `seeded`); consumers treat absence as
"start empty".
"""
writes_by_ch_by_cid: dict[
str, dict[str, list[tuple[str, bytes, str, int, str]]]
] = {ch: {} for ch in channels}
for cid, ch, task_id, idx, type_tag, value_blob, task_path in stage2_rows:
writes_by_ch_by_cid: dict[str, dict[str, list[tuple[str, bytes, str, int]]]] = {
ch: {} for ch in channels
}
for cid, ch, task_id, idx, type_tag, value_blob in stage2_rows:
writes_by_ch_by_cid.setdefault(ch, {}).setdefault(cid, []).append(
(type_tag, value_blob, task_id, idx, task_path)
(type_tag, value_blob, task_id, idx)
)
for cid_map in writes_by_ch_by_cid.values():
for ws in cid_map.values():
ws.sort(key=lambda w: writes_sort_key(w[4], w[2], w[3]))
ws.sort(key=lambda w: (w[2], w[3]))
result: dict[str, DeltaChannelHistory] = {}
for ch in channels:
@@ -181,7 +161,7 @@ def build_delta_channels_writes_history(
collected: list[PendingWrite] = []
# Chain is newest-first; iterate oldest-first for the public order.
for cid in reversed(chain_cids):
for type_tag, value_blob, task_id, _idx, _path in cid_writes.get(cid, []):
for type_tag, value_blob, task_id, _idx in cid_writes.get(cid, []):
collected.append(
(task_id, ch, serde.loads_typed((type_tag, value_blob)))
)
@@ -30,11 +30,7 @@ from langgraph.checkpoint.sqlite._delta import (
build_delta_stage2_sql,
step_walk_with_row,
)
from langgraph.checkpoint.sqlite.utils import (
load_pending_writes,
pending_writes_sql,
search_where,
)
from langgraph.checkpoint.sqlite.utils import search_where
T = TypeVar("T", bound=Callable)
@@ -118,7 +114,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
lock: asyncio.Lock
is_setup: bool
_has_task_path: bool = True
def __init__(
self,
@@ -336,7 +331,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
checkpoint_ns TEXT NOT NULL DEFAULT '',
checkpoint_id TEXT NOT NULL,
task_id TEXT NOT NULL,
task_path TEXT NOT NULL DEFAULT '',
idx INTEGER NOT NULL,
channel TEXT NOT NULL,
type TEXT,
@@ -347,21 +341,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
):
await self.conn.commit()
# sqlite has no ADD COLUMN IF NOT EXISTS; this migrates databases
# created before `task_path` existed and is a no-op on the rest.
try:
await self.conn.execute(
"ALTER TABLE writes ADD COLUMN task_path TEXT NOT NULL DEFAULT ''"
)
await self.conn.commit()
except aiosqlite.OperationalError as e:
# A read-only database from before the column can still be read;
# its rows would all read back as '' anyway.
if "readonly database" in str(e):
self._has_task_path = False
elif "duplicate column name" not in str(e):
raise
self.is_setup = True
async def aget_tuple(self, config: RunnableConfig) -> CheckpointTuple | None:
@@ -416,7 +395,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
}
# find any pending writes
await cur.execute(
pending_writes_sql(self._has_task_path),
"SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx",
(
str(config["configurable"]["thread_id"]),
checkpoint_ns,
@@ -442,7 +421,10 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
if parent_checkpoint_id
else None
),
load_pending_writes(await cur.fetchall(), self.serde),
[
(task_id, channel, self.serde.loads_typed((type, value)))
async for task_id, channel, type, value in cur
],
)
async def alist(
@@ -491,7 +473,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
metadata,
) in cur:
await wcur.execute(
pending_writes_sql(self._has_task_path),
"SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx",
(thread_id, checkpoint_ns, checkpoint_id),
)
yield CheckpointTuple(
@@ -518,7 +500,10 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
if parent_checkpoint_id
else None
),
load_pending_writes(await wcur.fetchall(), self.serde),
[
(task_id, channel, self.serde.loads_typed((type, value)))
async for task_id, channel, type, value in wcur
],
)
async def aput(
@@ -591,9 +576,9 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
task_path: Path of the task creating the writes.
"""
query = (
"INSERT OR REPLACE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)"
"INSERT OR REPLACE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)"
if all(w[0] in WRITES_IDX_MAP for w in writes)
else "INSERT OR IGNORE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)"
else "INSERT OR IGNORE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)"
)
await self.setup()
async with self.lock, self.conn.cursor() as cur:
@@ -605,7 +590,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
str(config["configurable"]["checkpoint_ns"]),
str(config["configurable"]["checkpoint_id"]),
task_id,
task_path,
WRITES_IDX_MAP.get(channel, idx),
channel,
*self.serde.dumps_typed(value),
@@ -641,8 +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.
"""
@@ -653,7 +637,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
thread_id = str(config["configurable"]["thread_id"])
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
if not checkpoint_id:
if checkpoint_id is None:
target = await self.aget_tuple(config)
if target is None:
return {ch: {"writes": []} for ch in channels}
@@ -666,13 +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,
@@ -687,7 +671,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
stage2_sql = build_delta_stage2_sql(
has_task_path=self._has_task_path,
chain_lens=[len(chain_by_ch[ch]) for ch in channels_with_chain],
)
if stage2_sql:
@@ -698,7 +681,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
)
await cur.execute(stage2_sql, stage2_params)
stage2_rows = cast(
"list[tuple[str, str, str, int, str, bytes, str]]",
"list[tuple[str, str, str, int, str, bytes]]",
await cur.fetchall(),
)
else:
@@ -2,12 +2,11 @@ from __future__ import annotations
import json
import re
from collections.abc import Iterable, Sequence
from collections.abc import Sequence
from typing import Any
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import PendingWrite, get_checkpoint_id, writes_sort_key
from langgraph.checkpoint.serde.base import SerializerProtocol
from langgraph.checkpoint.base import get_checkpoint_id
_FILTER_PATTERN = re.compile(r"^[a-zA-Z0-9_.-]+$")
@@ -115,23 +114,3 @@ def search_where(
param_values.append(get_checkpoint_id(before))
return ("WHERE " + " AND ".join(wheres) if wheres else "", param_values)
def pending_writes_sql(has_task_path: bool) -> str:
task_path = "task_path" if has_task_path else "''"
return (
f"SELECT task_id, channel, type, value, {task_path}, idx FROM writes "
"WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ?"
)
def load_pending_writes(
rows: Iterable[Any], serde: SerializerProtocol
) -> list[PendingWrite]:
"""Deserialize `pending_writes_sql` rows in `writes_sort_key` order."""
return [
(task_id, channel, serde.loads_typed((type_, value)))
for task_id, channel, type_, value, _, _ in sorted(
rows, key=lambda r: writes_sort_key(r[4], r[0], r[5])
)
]
@@ -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,
]
+2 -2
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph-checkpoint-sqlite"
version = "3.1.2"
version = "3.1.1"
description = "Library with a SQLite implementation of LangGraph checkpoint saver."
authors = []
requires-python = ">=3.10"
@@ -12,7 +12,7 @@ readme = "README.md"
license = "MIT"
license-files = ['LICENSE']
dependencies = [
"langgraph-checkpoint>=4.3.0,<5.0.0",
"langgraph-checkpoint>=4.1.0,<5.0.0",
"aiosqlite>=0.20",
"sqlite-vec>=0.1.6",
]
@@ -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}
@@ -1,137 +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
EMPTY_CHECKPOINT_ID: dict[str, Any] = {
"configurable": {**CONFIG["configurable"], "checkpoint_id": ""}
}
def test_sync_empty_checkpoint_id_reads_from_the_latest_checkpoint() -> None:
with SqliteSaver.from_conn_string(":memory:") as saver:
root = saver.put(CONFIG, _checkpoint("a-older", {CHANNEL: "seed"}), {}, {})
saver.put_writes(root, [(CHANNEL, "write-root")], "task")
saver.put(root, _checkpoint("z-newer", {}), {}, {})
got = saver.get_delta_channel_history(
config=EMPTY_CHECKPOINT_ID, channels=[CHANNEL]
)
assert got[CHANNEL] == EXPECTED
async def test_async_empty_checkpoint_id_reads_from_the_latest_checkpoint() -> None:
async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
root = await saver.aput(
CONFIG, _checkpoint("a-older", {CHANNEL: "seed"}), {}, {}
)
await saver.aput_writes(root, [(CHANNEL, "write-root")], "task")
await saver.aput(root, _checkpoint("z-newer", {}), {}, {})
got = await saver.aget_delta_channel_history(
config=EMPTY_CHECKPOINT_ID, 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")]
@@ -1,151 +0,0 @@
import sqlite3
from collections.abc import Iterator
from contextlib import closing
from pathlib import Path
import aiosqlite
import pytest
from langgraph.checkpoint.base import empty_checkpoint
from langgraph.checkpoint.sqlite import SqliteSaver
from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver
WRITES_BEFORE_TASK_PATH = """
CREATE TABLE writes (
thread_id TEXT NOT NULL,
checkpoint_ns TEXT NOT NULL DEFAULT '',
checkpoint_id TEXT NOT NULL,
task_id TEXT NOT NULL,
idx INTEGER NOT NULL,
channel TEXT NOT NULL,
type TEXT,
value BLOB,
PRIMARY KEY (thread_id, checkpoint_ns, checkpoint_id, task_id, idx)
);
INSERT INTO writes VALUES ('t', '', 'c', 'old-task', 0, 'ch', 'null', X'');
"""
@pytest.fixture
def legacy_db(tmp_path: Path) -> Path:
db = tmp_path / "legacy.sqlite"
with sqlite3.connect(db) as conn:
conn.executescript(WRITES_BEFORE_TASK_PATH)
return db
def test_setup_migrates_legacy_writes_table_repeatably(legacy_db: Path) -> None:
for _ in range(2):
with SqliteSaver.from_conn_string(str(legacy_db)) as saver:
saver.setup()
rows = saver.conn.execute(
"SELECT task_id, task_path FROM writes"
).fetchall()
assert rows == [("old-task", "")]
@pytest.mark.parametrize("fresh", [True, False], ids=["fresh", "legacy"])
def test_put_writes_persists_task_path(
tmp_path: Path, legacy_db: Path, fresh: bool
) -> None:
db = tmp_path / "fresh.sqlite" if fresh else legacy_db
with SqliteSaver.from_conn_string(str(db)) as saver:
config = saver.put(
{"configurable": {"thread_id": "t", "checkpoint_ns": ""}},
empty_checkpoint(),
{},
{},
)
saver.put_writes(config, [("ch", "v")], "task-1", "~__pregel_pull, node")
stored = saver.conn.execute(
"SELECT task_path FROM writes WHERE task_id = 'task-1'"
).fetchall()
assert stored == [("~__pregel_pull, node",)]
async def test_async_setup_migrates_legacy_writes_table_repeatably(
legacy_db: Path,
) -> None:
for _ in range(2):
async with AsyncSqliteSaver.from_conn_string(str(legacy_db)) as saver:
await saver.setup()
config = await saver.aput(
{"configurable": {"thread_id": "t", "checkpoint_ns": ""}},
empty_checkpoint(),
{},
{},
)
await saver.aput_writes(
config, [("ch", "v")], "task-1", "~__pregel_pull, node"
)
async with aiosqlite.connect(legacy_db) as conn:
async with conn.execute(
"SELECT DISTINCT task_id, task_path FROM writes ORDER BY task_id"
) as cur:
assert await cur.fetchall() == [
("old-task", ""),
("task-1", "~__pregel_pull, node"),
]
@pytest.fixture
def busy_db(tmp_path: Path) -> Iterator[Path]:
db = tmp_path / "busy.sqlite"
with SqliteSaver.from_conn_string(str(db)) as saver:
saver.setup()
with closing(sqlite3.connect(db, isolation_level=None)) as writer:
writer.execute("BEGIN IMMEDIATE")
yield db
writer.execute("ROLLBACK")
def test_setup_does_not_wait_on_another_writer(busy_db: Path) -> None:
with closing(sqlite3.connect(busy_db, timeout=0)) as conn:
SqliteSaver(conn).setup()
async def test_async_setup_does_not_wait_on_another_writer(busy_db: Path) -> None:
async with aiosqlite.connect(busy_db, timeout=0) as conn:
await AsyncSqliteSaver(conn).setup()
def _legacy_database_with_history(db: Path) -> dict:
root = empty_checkpoint()
root["channel_values"] = {"ch": "seed"}
root["channel_versions"] = {"ch": 1}
with SqliteSaver.from_conn_string(str(db)) as saver:
root_config = saver.put(
{"configurable": {"thread_id": "t", "checkpoint_ns": ""}},
root,
{},
{"ch": 1},
)
saver.put_writes(root_config, [("ch", "write")], "task", "~__pregel_pull, n")
child = saver.put(root_config, empty_checkpoint(), {}, {})
saver.conn.execute("ALTER TABLE writes DROP COLUMN task_path")
saver.conn.commit()
return child
def test_read_only_legacy_database_still_reads_delta_history(tmp_path: Path) -> None:
db = tmp_path / "legacy.sqlite"
child = _legacy_database_with_history(db)
saver = SqliteSaver(sqlite3.connect(f"file:{db}?mode=ro", uri=True))
got = saver.get_delta_channel_history(config=child, channels=["ch"])
assert got["ch"] == {"seed": "seed", "writes": [("task", "ch", "write")]}
async def test_async_read_only_legacy_database_still_reads_delta_history(
tmp_path: Path,
) -> None:
db = tmp_path / "legacy.sqlite"
child = _legacy_database_with_history(db)
async with aiosqlite.connect(f"file:{db}?mode=ro", uri=True) as conn:
saver = AsyncSqliteSaver(conn)
got = await saver.aget_delta_channel_history(config=child, channels=["ch"])
assert got["ch"] == {"seed": "seed", "writes": [("task", "ch", "write")]}
+49 -49
View File
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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
@@ -162,14 +161,6 @@ class DeltaChannelHistory(TypedDict):
Always present; possibly empty. Already filtered to one channel.
Writes stored at the target checkpoint itself are pending for the
next super-step and are excluded.
Within a single checkpoint, writes are ordered by `writes_sort_key`,
`(task_path, task_id, idx)`, which is the order live execution applies
a super-step's task writes in. `task_id` is a hash of the path, so
ordering by it permutes parallel tasks writing one channel, and
reducers need not be order-invariant. Writes stored without a
`task_path` (graph input, `update_state` and `Command` updates, rows
predating the column) sort first, by `task_id`.
* `seed` — the stored value at the nearest ancestor whose
`channel_values[ch]` is populated. Omitted if the walk reached the
root without finding any stored value (consumer treats absence as
@@ -182,20 +173,6 @@ class DeltaChannelHistory(TypedDict):
seed: NotRequired[Any]
def writes_sort_key(
task_path: str, task_id: str = "", idx: int = 0
) -> tuple[str, str, int]:
"""Sort key for the writes of one super-step.
Live execution applies a super-step's tasks in this order, so a saver
that replays stored writes, as `get_delta_channel_history` does, must
sort them by it too, or an order-sensitive reducer rebuilds a different
value than the run produced. `task_path` is the string passed to
`put_writes`.
"""
return (task_path, task_id, idx)
class BaseCheckpointSaver(Generic[V]):
"""Base class for creating a graph checkpointer.
@@ -266,8 +243,7 @@ class BaseCheckpointSaver(Generic[V]):
config: Configuration specifying which checkpoint to retrieve.
Returns:
The requested checkpoint tuple, or `None` if not found. Its
`pending_writes` must be in `writes_sort_key` order.
The requested checkpoint tuple, or `None` if not found.
Raises:
NotImplementedError: Implement this method in your custom checkpoint saver.
@@ -457,8 +433,7 @@ class BaseCheckpointSaver(Generic[V]):
config: Configuration specifying which checkpoint to retrieve.
Returns:
The requested checkpoint tuple, or `None` if not found. Its
`pending_writes` must be in `writes_sort_key` order.
The requested checkpoint tuple, or `None` if not found.
Raises:
NotImplementedError: Implement this method in your custom checkpoint saver.
@@ -635,10 +610,6 @@ class BaseCheckpointSaver(Generic[V]):
`PostgresSaver`) override for performance; the return contract is
fixed here.
`PendingWrite` carries no `task_path`, so this default replays each
checkpoint's writes in `get_tuple`'s `pending_writes` order, which
`get_tuple` must return in `writes_sort_key` order.
Args:
config: Configuration identifying the target checkpoint.
channels: Channel names to walk for. Empty → empty mapping.
@@ -810,7 +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
@@ -25,7 +25,6 @@ from langgraph.checkpoint.base import (
SerializerProtocol,
get_checkpoint_id,
get_checkpoint_metadata,
writes_sort_key,
)
logger = logging.getLogger(__name__)
@@ -140,15 +139,6 @@ class InMemorySaver(
result[k] = self.serde.loads_typed(vv)
return result
def _ordered_writes(
self, thread_id: str, checkpoint_ns: str, checkpoint_id: str
) -> list[tuple[str, str, tuple[str, bytes], str]]:
stored = self.writes.get((thread_id, checkpoint_ns, checkpoint_id), {})
return [
stored[k]
for k in sorted(stored, key=lambda k: writes_sort_key(stored[k][3], *k))
]
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
@@ -170,8 +160,8 @@ class InMemorySaver(
return {}
thread_id = config["configurable"]["thread_id"]
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = config["configurable"].get("checkpoint_id", "")
ns_storage = self.storage.get(thread_id, {}).get(checkpoint_ns, {})
checkpoint_id = get_checkpoint_id(config) or max(ns_storage, default="")
chain: list[str] = []
target_entry = ns_storage.get(checkpoint_id)
@@ -208,8 +198,9 @@ class InMemorySaver(
blob_value_by_ch[ch] = self.serde.loads_typed(blob_entry)
terminated_here.add(ch)
for tid, ch, serialized, _ in reversed(
self._ordered_writes(thread_id, checkpoint_ns, cp_id)
step_writes = self.writes.get((thread_id, checkpoint_ns, cp_id), {})
for (_task_id, _idx), (tid, ch, serialized, _) in sorted(
step_writes.items(), reverse=True
):
if ch not in remaining:
continue
@@ -255,7 +246,7 @@ class InMemorySaver(
if checkpoint_id := get_checkpoint_id(config):
if saved := self.storage[thread_id][checkpoint_ns].get(checkpoint_id):
checkpoint, metadata, parent_checkpoint_id = saved
writes = self._ordered_writes(thread_id, checkpoint_ns, checkpoint_id)
writes = self.writes[(thread_id, checkpoint_ns, checkpoint_id)].values()
checkpoint_: Checkpoint = self.serde.loads_typed(checkpoint)
return CheckpointTuple(
config=config,
@@ -285,7 +276,7 @@ class InMemorySaver(
if checkpoints := self.storage[thread_id][checkpoint_ns]:
checkpoint_id = max(checkpoints.keys())
checkpoint, metadata, parent_checkpoint_id = checkpoints[checkpoint_id]
writes = self._ordered_writes(thread_id, checkpoint_ns, checkpoint_id)
writes = self.writes[(thread_id, checkpoint_ns, checkpoint_id)].values()
checkpoint_ = self.serde.loads_typed(checkpoint)
return CheckpointTuple(
config={
@@ -388,9 +379,9 @@ class InMemorySaver(
elif limit is not None:
limit -= 1
writes = self._ordered_writes(
thread_id, checkpoint_ns, checkpoint_id
)
writes = self.writes[
(thread_id, checkpoint_ns, checkpoint_id)
].values()
checkpoint_: Checkpoint = self.serde.loads_typed(checkpoint)
@@ -55,7 +55,6 @@ logger = logging.getLogger(__name__)
_MAX_WARNED_TYPES = 1000
_warned_unregistered_types: set[tuple[str, str]] = set()
_warned_blocked_types: set[tuple[str, str]] = set()
_warned_unreconstructable_types: set[tuple[str, str]] = set()
def _is_safe_json_type(id_list: list[str]) -> bool:
@@ -80,27 +79,6 @@ def _warn_once(
logger.warning(msg, *args)
def _reconstruction_fallback(tup: Any, exc: Exception) -> Any:
"""Return the serialized payload of an object that could not be rebuilt.
Returning `None` here would silently erase the value from restored state.
"""
try:
module, name, payload = tup[0], tup[1], tup[2]
except Exception:
return None
_warn_once(
_warned_unreconstructable_types,
(str(module), str(name)),
"Could not reconstruct %s.%s from checkpoint (%s); "
"returning its serialized data instead.",
module,
name,
type(exc).__name__,
)
return payload
class JsonPlusSerializer(SerializerProtocol):
"""Serializer that uses ormsgpack, with optional fallbacks.
@@ -660,7 +638,6 @@ def _create_msgpack_ext_hook(
)
)
elif code == EXT_CONSTRUCTOR_SINGLE_ARG:
tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -672,10 +649,9 @@ def _create_msgpack_ext_hook(
return tup[2]
# module, name, arg
return getattr(importlib.import_module(tup[0]), tup[1])(tup[2])
except Exception as exc:
return _reconstruction_fallback(tup, exc)
except Exception:
return None
elif code == EXT_CONSTRUCTOR_POS_ARGS:
tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -686,10 +662,9 @@ def _create_msgpack_ext_hook(
return _send_from_args(tup[2])
# module, name, args
return getattr(importlib.import_module(tup[0]), tup[1])(*tup[2])
except Exception as exc:
return _reconstruction_fallback(tup, exc)
except Exception:
return None
elif code == EXT_CONSTRUCTOR_KW_ARGS:
tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -698,10 +673,9 @@ def _create_msgpack_ext_hook(
return tup[2]
# module, name, kwargs
return getattr(importlib.import_module(tup[0]), tup[1])(**tup[2])
except Exception as exc:
return _reconstruction_fallback(tup, exc)
except Exception:
return None
elif code == EXT_METHOD_SINGLE_ARG:
tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -712,8 +686,8 @@ def _create_msgpack_ext_hook(
return getattr(
getattr(importlib.import_module(tup[0]), tup[1]), tup[3]
)(tup[2])
except Exception as exc:
return _reconstruction_fallback(tup, exc)
except Exception:
return None
elif code == EXT_PYDANTIC_V1:
try:
tup = ormsgpack.unpackb(
@@ -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(
@@ -1396,5 +1319,4 @@ __all__ = [
"ensure_embeddings",
"tokenize_path",
"get_text_at_path",
"validate_op_namespace",
]
@@ -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 -1
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph-checkpoint"
version = "4.3.0"
version = "4.2.0"
description = "Library with base interfaces for LangGraph checkpoint savers."
authors = []
requires-python = ">=3.10"
@@ -0,0 +1,37 @@
"""Run delta-channel conformance capabilities against InMemorySaver."""
from __future__ import annotations
import pytest
conformance = pytest.importorskip(
"langgraph.checkpoint.conformance",
reason="langgraph-checkpoint-conformance not installed",
)
@pytest.mark.asyncio
async def test_delta_channel_conformance():
# Imported inside the test: the module-level importorskip above is what
# makes these safe, so they cannot move to the top of the file.
from langgraph.checkpoint.conformance import validate # noqa: PLC0415
from langgraph.checkpoint.conformance.initializer import ( # noqa: PLC0415
checkpointer_test,
)
from langgraph.checkpoint.memory import InMemorySaver # noqa: PLC0415
@checkpointer_test(name="InMemorySaver")
async def mem_saver():
yield InMemorySaver()
report = await validate(
mem_saver,
capabilities={
"delta_channel_history",
},
)
for cap, result in report.results.items():
if result.passed is False:
details = "\n".join(result.failures or [])
pytest.fail(f"Capability {cap} failed:\n{details}")
-61
View File
@@ -7,7 +7,6 @@ import pickle
import re
import sys
import tempfile
import types
import uuid
from collections import deque
from datetime import date, datetime, time, timezone
@@ -34,16 +33,12 @@ from langgraph.checkpoint.serde.event_hooks import (
register_serde_event_listener,
)
from langgraph.checkpoint.serde.jsonplus import (
EXT_CONSTRUCTOR_KW_ARGS,
EXT_CONSTRUCTOR_POS_ARGS,
EXT_CONSTRUCTOR_SINGLE_ARG,
EXT_METHOD_SINGLE_ARG,
InvalidModuleError,
JsonPlusSerializer,
_msgpack_enc,
_msgpack_ext_hook_to_json,
_warned_blocked_types,
_warned_unreconstructable_types,
_warned_unregistered_types,
)
from langgraph.store.base import Item
@@ -826,7 +821,6 @@ def _reset_warned_types() -> None:
# a fresh slate and assertions about warning emission are stable.
_warned_unregistered_types.clear()
_warned_blocked_types.clear()
_warned_unreconstructable_types.clear()
def test_msgpack_pydantic_warns_by_default(caplog: pytest.LogCaptureFixture) -> None:
@@ -1236,58 +1230,3 @@ def test_msgpack_nested_pydantic_serializes_as_dict(
# No blocking should occur - inner is serialized as dict, not ext
assert "blocked" not in caplog.text.lower()
assert result == obj
def test_msgpack_dataclass_from_removed_module_restores_payload(
monkeypatch: pytest.MonkeyPatch, caplog: pytest.LogCaptureFixture
) -> None:
@dataclasses.dataclass
class SavedObject:
value: int
SavedObject.__module__ = "removed_module"
module = types.ModuleType("removed_module")
module.SavedObject = SavedObject
monkeypatch.setitem(sys.modules, "removed_module", module)
serde = JsonPlusSerializer(
allowed_msgpack_modules=[("removed_module", "SavedObject")]
)
dumped = serde.dumps_typed({"state": SavedObject(123)})
assert serde.loads_typed(dumped) == {"state": SavedObject(123)}
monkeypatch.delitem(sys.modules, "removed_module")
caplog.set_level(logging.WARNING, logger="langgraph.checkpoint.serde.jsonplus")
assert serde.loads_typed(dumped) == {"state": {"value": 123}}
assert (
"could not reconstruct removed_module.savedobject from checkpoint "
"(modulenotfounderror)" in caplog.text.lower()
)
@pytest.mark.parametrize(
("code", "tup", "expected"),
[
(EXT_CONSTRUCTOR_SINGLE_ARG, ("missing_module", "Thing", "x"), "x"),
(EXT_CONSTRUCTOR_POS_ARGS, ("missing_module", "Thing", [1, 2]), [1, 2]),
(
EXT_CONSTRUCTOR_KW_ARGS,
("missing_module", "Thing", {"value": 123}),
{"value": 123},
),
(
EXT_METHOD_SINGLE_ARG,
("datetime", "datetime", "not-a-date", "fromisoformat"),
"not-a-date",
),
],
)
def test_msgpack_failed_reconstruction_returns_payload(
code: int, tup: tuple, expected: object
) -> None:
serde = JsonPlusSerializer(allowed_msgpack_modules=True)
payload = ormsgpack.packb(
ormsgpack.Ext(code, _msgpack_enc(tup)), option=ormsgpack.OPT_NON_STR_KEYS
)
assert serde.loads_typed(("msgpack", payload)) == expected
-13
View File
@@ -420,19 +420,6 @@ class TestInMemorySaverDeltaChannel:
assert "seed" not in result
assert result["writes"] == []
def test_get_channel_writes_without_checkpoint_id_reads_the_latest(self) -> None:
saver = InMemorySaver()
thread: RunnableConfig = {
"configurable": {"thread_id": "t1", "checkpoint_ns": ""}
}
parent = saver.put(thread, empty_checkpoint(), {}, {})
saver.put_writes(parent, [("messages", "hi")], "task1")
saver.put(parent, empty_checkpoint(), {}, {})
result = saver.get_delta_channel_history(config=thread, channels=["messages"])
assert result == {"messages": {"writes": [("task1", "messages", "hi")]}}
class TestBaseFallbackGetChannelWrites:
"""Exercises the `BaseCheckpointSaver.get_delta_channel_history` default
+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()
+55 -56
View File
@@ -19,16 +19,16 @@ wheels = [
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[[package]]
@@ -183,7 +183,7 @@ name = "exceptiongroup"
version = "1.3.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
{ name = "typing-extensions", marker = "python_full_version < '3.11'" },
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wheels = [
@@ -268,10 +268,9 @@ wheels = [
[[package]]
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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[[package]]
@@ -301,7 +300,7 @@ wheels = [
[[package]]
name = "langgraph-checkpoint"
version = "4.3.0"
version = "4.2.0"
source = { editable = "." }
dependencies = [
{ name = "langchain-core" },
@@ -1015,14 +1014,14 @@ wheels = [
[[package]]
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version = "3.15.1"
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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 = [
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{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"
+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"
integrity sha512-F3AOZjKZRUGmE3FzY+RaVZI6WzXOkwnuF7jqgto6rDPSnO9OdVdYGvwGDi3jjRGf5xLoDtX2dpsR9z5KptU+5A==
"@langchain/langgraph-sdk@~1.9.26":
version "1.9.28"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.9.28.tgz#1664cc7b6f2c1509ddffecf17d805a26e70a7e1a"
integrity sha512-4j3XuM0PvtmAbL8mPfBS99ez3+ytRfgbOpAR/nOeaejTRF3Q9dNw2QnaGLGng8wLPtGLoSj+SYgUOVxy9Bv9vg==
dependencies:
"@langchain/protocol" "^0.0.19"
"@langchain/protocol" "^0.0.18"
"@types/json-schema" "^7.0.15"
p-queue "^9.0.1"
p-retry "^7.1.1"
"@langchain/langgraph@^1.4.18":
version "1.4.18"
resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.4.18.tgz#c8cc4ea734834262fdb00ae6a45a0849620e4fd2"
integrity sha512-yrMMJ9hk2NVMD2xU2WoVrgFawAU6s/RzEl/dX9BhlyxZHazo1wHY35z4K2BIBzTUh4z3giCzrUoqRAqW2CWpWg==
"@langchain/langgraph@^1.4.8":
version "1.4.8"
resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.4.8.tgz#65ef5635b5554cd32f502a3808b92d8371998a99"
integrity sha512-DN1Np1XefdBEbp1qBKlt39cwoL743AAGpR5Ipja0gY2YbWvsoQnOTIrjnj/orSAhaUYsdTKS8VSWdFzsHZo6Ig==
dependencies:
"@langchain/langgraph-checkpoint" "^1.1.5"
"@langchain/langgraph-sdk" "~1.12.0"
"@langchain/protocol" "^0.0.19"
"@langchain/langgraph-checkpoint" "^1.1.3"
"@langchain/langgraph-sdk" "~1.9.26"
"@langchain/protocol" "^0.0.18"
"@standard-schema/spec" "1.1.0"
"@langchain/protocol@^0.0.19":
version "0.0.19"
resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.19.tgz#7fe43fed115dc34b3b4c246e8d5283fbcbfab7b0"
integrity sha512-9hKcRrH7cBX6gfutdfXPoft1OCchHe4FEpALoDJMl5Qu+n/YG5ynZmyu8+8cxORlPwHBoKTxggvXz+76M1yX1Q==
"@langchain/protocol@^0.0.18":
version "0.0.18"
resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.18.tgz#6d96155e7263c958fbce6d4b7241b4725b72fbad"
integrity sha512-XW1egQtPfsGI41w2AMZNFZrUIwFSQHTjVMZs0OaTpCAvht/QLoaPN8FQcsysMVypOhupG28J29yOorrc70otBQ==
"@pkgr/core@^0.3.6":
version "0.3.6"
@@ -197,35 +166,35 @@
resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.13.tgz#269fce3ad04ca70b93269ff44cca81b950f542da"
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@@ -247,110 +216,110 @@
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ts-api-utils "^2.5.0"
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resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.65.0.tgz#e3704c13cb4a1c22454c1abf28ff4737e15018c6"
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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"
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dependencies:
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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:
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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"
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eslint@^10.11.0:
version "10.11.0"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.11.0.tgz#304d1591b7c6a327e3f64b4f550f99fda160ae20"
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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__ = "0.4.36"
__version__ = "0.4.31"
+85 -96
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"):
@@ -1234,7 +1162,47 @@ def _build_runtime_env_vars(config: Config) -> list[str]:
return env_vars
def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> str:
# npm runs all of these as part of an install, before the source would be copied.
_NODE_INSTALL_HOOKS = (
"preinstall",
"install",
"postinstall",
"prepublish",
"preprepare",
"prepare",
"postprepare",
)
def _splittable_node_manifests(
project_dir: pathlib.Path, lockfile: str | None
) -> list[str] | None:
"""Return manifests to copy before installing, or None if unsafe to split.
A lockfile is required: without one the install resolves versions at build
time, so a cached layer could pin an older resolution than a clean build.
"""
if lockfile is None:
return None
manifest = project_dir / "package.json"
try:
if not manifest.is_file():
return None
with open(manifest) as f:
package_json = json.load(f)
except (OSError, ValueError):
return None
if not isinstance(package_json, dict):
return None
scripts = package_json.get("scripts") or {}
if any(hook in scripts for hook in _NODE_INSTALL_HOOKS):
return None
return ["package.json", lockfile]
def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> tuple[str, str | None]:
"""Return the install command and the lockfile it was chosen from."""
def test_file(file_name):
full_path = project_dir / file_name
try:
@@ -1273,13 +1241,19 @@ def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> str:
if yarn:
install_cmd = "yarn install --frozen-lockfile"
lockfile = "yarn.lock"
elif pnpm:
install_cmd = "pnpm i --frozen-lockfile"
lockfile = "pnpm-lock.yaml"
elif npm:
install_cmd = "npm ci"
lockfile = "package-lock.json"
elif bun:
install_cmd = "bun i"
lockfile = "bun.lockb"
else:
# No lockfile, so the install resolves versions at build time.
lockfile = None
pkg_manager_name = get_pkg_manager_name()
if pkg_manager_name == "yarn":
@@ -1291,7 +1265,7 @@ def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> str:
else:
install_cmd = "npm i"
return install_cmd
return install_cmd, lockfile
semver_pattern = re.compile(r":(\d+(?:\.\d+)?(?:\.\d+)?)(?:-|$)")
@@ -1352,7 +1326,6 @@ 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"
@@ -1496,7 +1469,7 @@ ADD {relpath} /deps/{name}
"# -- Installing JS dependencies --",
f"ENV NODE_VERSION={config.get('node_version') or DEFAULT_NODE_VERSION}",
f"WORKDIR {local_deps.working_dir}",
f"RUN {_get_node_pm_install_cmd(config_path.parent)} && tsx /api/langgraph_api/js/build.mts",
f"RUN {_get_node_pm_install_cmd(config_path.parent)[0]} && tsx /api/langgraph_api/js/build.mts",
"# -- End of JS dependencies install --",
]
)
@@ -1563,20 +1536,11 @@ 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()
pathlib.Path(build_context).resolve() if build_context else config_path.parent
)
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")
)
install_cmd = install_command or _get_node_pm_install_cmd(install_root)
detected_cmd, detected_lockfile = _get_node_pm_install_cmd(install_root)
install_cmd = install_command or detected_cmd
relative_workdir = ""
if build_context:
relative_workdir = _calculate_relative_workdir(config_path, build_context)
container_name = pathlib.Path(build_context).name
@@ -1614,16 +1578,41 @@ def node_config_to_docker(
else:
build_workdir = faux_path
source_root = faux_path if not build_context else container_root
# Excluded: a custom install command may read files we have not copied yet,
# and a nested config means workspace manifests the root copy would miss.
manifests = (
_splittable_node_manifests(install_root, detected_lockfile)
if install_command is None and not relative_workdir
else None
)
if manifests:
add_steps = [
*(f"ADD {name} {source_root}/{name}" for name in manifests),
"",
f"WORKDIR {install_workdir}",
"",
install_step,
"",
f"ADD . {source_root}",
]
else:
add_steps = [
f"ADD . {source_root}",
"",
f"WORKDIR {install_workdir}",
"",
install_step,
]
docker_file_contents = [
f"FROM {image_str}",
"",
os.linesep.join(config["dockerfile_lines"]),
"",
f"ADD . {faux_path if not build_context else container_root}",
"",
f"WORKDIR {install_workdir}",
"",
install_step,
*add_steps,
"",
os.linesep.join(env_vars),
"",
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 -183
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]:
@@ -249,12 +105,9 @@ class HostBackendClient:
return self._request("DELETE", f"/v2/deployments/{deployment_id}")
def request_push_token(self, deployment_id: str) -> dict[str, Any]:
# Tells the control plane this client logs in with the returned
# `username` and pushes to `repository_url`. LangSmith AWS requires it.
return self._request(
"POST",
f"/v2/deployments/{deployment_id}/push-token",
{"supports_registry_username": True},
)
def request_upload_url(self, deployment_id: str) -> dict[str, Any]:
@@ -268,21 +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,
@@ -317,15 +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}"
+1 -5
View File
@@ -650,8 +650,7 @@ 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 +689,6 @@ 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`.
+1 -27
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 [
@@ -980,22 +970,6 @@ def python_config_to_docker_uv_lock(
f"{uv_export_project_dir}/uv.lock",
)
)
for package_root in sorted(
plan.all_workspace_roots,
key=lambda root: root.as_posix(),
):
if package_root == plan.project_root:
continue
package_relative_path = pathlib.PurePosixPath(
package_root.relative_to(plan.project_root).as_posix()
)
package_pyproject_path = package_relative_path / "pyproject.toml"
docker_plan.add_raw(
copy_from_project_root(
package_pyproject_path,
f"{uv_export_project_dir}/{package_pyproject_path.as_posix()}",
)
)
docker_plan.add_instruction("WORKDIR", uv_export_project_dir)
docker_plan.add_instruction(
"RUN",
@@ -1045,7 +1019,7 @@ def python_config_to_docker_uv_lock(
docker_plan.add_instruction("WORKDIR", plan.working_dir)
docker_plan.add_instruction(
"RUN",
f"{_get_node_pm_install_cmd(plan.target_root)} && "
f"{_get_node_pm_install_cmd(plan.target_root)[0]} && "
"tsx /api/langgraph_api/js/build.mts",
)
docker_plan.add_raw("# -- End of JS dependencies install --")
+2 -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": [
+2 -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": [
+31 -250
View File
@@ -14,7 +14,6 @@ import langgraph_cli.deploy as deploy_module
from langgraph_cli.cli import cli, prepare_args_and_stdin
from langgraph_cli.config import Config, _get_pip_cleanup_lines, validate_config
from langgraph_cli.docker import DEFAULT_POSTGRES_URI, DockerCapabilities, Version
from langgraph_cli.host_backend import HostBackendError
from langgraph_cli.util import clean_empty_lines
FORMATTED_CLEANUP_LINES = _get_pip_cleanup_lines(
@@ -321,31 +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(
@@ -383,18 +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)
@@ -434,7 +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)
@@ -454,203 +430,6 @@ def test_deploy_list_command_no_results(monkeypatch) -> None:
assert result.output.strip() == "No deployments found."
def test_deploy_listeners_list_command(monkeypatch) -> None:
runner = CliRunner()
captured: dict[str, str] = {}
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
captured["host_url"] = host_url
captured["api_key"] = api_key
captured["tenant_id"] = tenant_id or ""
def list_listeners(self):
return [
{
"id": "listener-1",
"compute_id": "prod-cluster",
"compute_config": {"k8s_namespaces": ["agents"]},
},
{
"id": "listener-2",
"compute_id": "multi-cluster",
"compute_config": {"k8s_namespaces": ["agents", "agents-staging"]},
},
]
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"listeners",
"list",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
],
)
assert result.exit_code == 0, result.output
assert captured == {
"host_url": "https://api.example.com",
"api_key": "test-key",
"tenant_id": "",
}
assert "Listener ID" in result.output
assert "Compute ID" in result.output
assert "Namespaces" in result.output
assert "listener-1" in result.output
assert "prod-cluster" in result.output
assert "agents, agents-staging" in result.output
def test_deploy_listeners_list_command_no_results(monkeypatch) -> None:
runner = CliRunner()
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
pass
def list_listeners(self):
return []
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"listeners",
"list",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
],
)
assert result.exit_code == 0, result.output
assert result.output.strip() == "No listeners found for this workspace."
def test_deploy_listeners_list_command_json(monkeypatch) -> None:
runner = CliRunner()
listeners = [
{
"id": "listener-1",
"compute_id": "prod-cluster",
"compute_config": {"k8s_namespaces": ["agents"]},
},
{
"id": "listener-2",
"compute_id": "multi-cluster",
"compute_config": {"k8s_namespaces": ["agents", "agents-staging"]},
},
]
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
pass
def list_listeners(self):
return listeners
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"listeners",
"list",
"--json",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
],
)
assert result.exit_code == 0, result.output
assert json.loads(result.output) == listeners
def test_deploy_listeners_list_command_json_no_results(monkeypatch) -> None:
runner = CliRunner()
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
pass
def list_listeners(self):
return []
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
result = runner.invoke(
cli,
[
"deploy",
"listeners",
"list",
"--json",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
],
)
assert result.exit_code == 0, result.output
assert json.loads(result.output) == []
def test_deploy_listeners_list_command_json_org_scoped_403(monkeypatch) -> None:
"""With --json, an org-scoped 403 must raise cleanly instead of
prompting for a workspace ID, which would write to stdout and hang
waiting for input that a scripted invocation never provides."""
runner = CliRunner()
class FakeClient:
def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
pass
def list_listeners(self):
raise HostBackendError("requires workspace specification", status_code=403)
def set_tenant(self, tenant_id: str) -> None:
raise AssertionError("must not retry with a prompted tenant with --json")
monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
prompt_calls = []
monkeypatch.setattr(
click, "prompt", lambda *a, **k: prompt_calls.append((a, k)) or "unreachable"
)
result = runner.invoke(
cli,
[
"deploy",
"listeners",
"list",
"--json",
"--api-key",
"test-key",
"--host-url",
"https://api.example.com",
],
)
assert prompt_calls == [], "must not prompt interactively with --json"
assert result.exit_code != 0
assert "LANGSMITH_TENANT_ID" in result.output
def test_deploy_revisions_list_command(monkeypatch) -> None:
runner = CliRunner()
captured: dict[str, str] = {}
@@ -664,18 +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)
@@ -716,7 +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)
@@ -749,7 +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
+140 -250
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
@@ -1640,19 +1403,6 @@ def test_config_to_docker_uv_lock():
"COPY --from=uv-workspace-root uv.lock /tmp/uv_export/project/uv.lock"
in docker
)
workspace_pyprojects = [
"apps/agent/pyproject.toml",
"libs/extra/pyproject.toml",
"libs/shared/pyproject.toml",
]
export_instruction = "RUN uv export --package agent"
for pyproject_path in workspace_pyprojects:
copy_instruction = (
"COPY --from=uv-workspace-root "
f"{pyproject_path} /tmp/uv_export/project/{pyproject_path}"
)
assert copy_instruction in docker
assert docker.index(copy_instruction) < docker.index(export_instruction)
assert additional_contexts == {"uv-workspace-root": str(project_root.resolve())}
assert (
@@ -3674,3 +3424,143 @@ class TestHasDisallowedBuildCommandContent:
)
def test_valid_commands_allowed(self, cmd: str) -> None:
assert not has_disallowed_build_command_content(cmd)
class TestNodeDependencyLayerOrdering:
"""Dependency manifests are copied before source so the install layer caches.
Without this the first source change invalidates the install, and a JS
deployment reinstalls every dependency on every push.
"""
def _project(
self,
tmp_path: pathlib.Path,
*,
lockfile: str | None,
scripts: dict[str, str] | None = None,
) -> pathlib.Path:
package_json: dict = {"name": "agent"}
if scripts:
package_json["scripts"] = scripts
(tmp_path / "package.json").write_text(json.dumps(package_json))
if lockfile:
(tmp_path / lockfile).write_text("")
(tmp_path / "graphs").mkdir()
(tmp_path / "graphs" / "agent.js").write_text("")
config_path = tmp_path / "langgraph.json"
config_path.write_text("{}")
return config_path
def _dockerfile(self, config_path: pathlib.Path, **kwargs) -> str:
actual, _ = config_to_docker(
config_path,
validate_config(
{"node_version": "20", "graphs": {"agent": "./graphs/agent.js:graph"}}
),
base_image="langchain/langgraphjs-api",
**kwargs,
)
return clean_empty_lines(actual)
def test_manifests_copied_before_install(self, tmp_path: pathlib.Path) -> None:
config_path = self._project(tmp_path, lockfile="package-lock.json")
lines = self._dockerfile(config_path).splitlines()
add_manifest = lines.index(
f"ADD package.json /deps/{tmp_path.name}/package.json"
)
add_lock = lines.index(
f"ADD package-lock.json /deps/{tmp_path.name}/package-lock.json"
)
install = lines.index("RUN npm ci")
add_source = lines.index(f"ADD . /deps/{tmp_path.name}")
assert add_manifest < install
assert add_lock < install
assert install < add_source
def test_lockfile_choice_follows_package_manager(
self, tmp_path: pathlib.Path
) -> None:
config_path = self._project(tmp_path, lockfile="pnpm-lock.yaml")
dockerfile = self._dockerfile(config_path)
assert f"ADD pnpm-lock.yaml /deps/{tmp_path.name}/pnpm-lock.yaml" in dockerfile
assert "package-lock.json" not in dockerfile
def test_no_lockfile_keeps_source_first(self, tmp_path: pathlib.Path) -> None:
# No lockfile means the install resolves at build time, so caching it is wrong.
config_path = self._project(tmp_path, lockfile=None)
lines = self._dockerfile(config_path).splitlines()
assert lines.index(f"ADD . /deps/{tmp_path.name}") < lines.index("RUN npm i")
assert not any(line.startswith("ADD package.json") for line in lines)
def test_nested_config_keeps_source_first(self, tmp_path: pathlib.Path) -> None:
# A workspace keeps manifests in subdirectories the root copy would miss.
root = tmp_path / "repo"
root.mkdir()
(root / "package.json").write_text(json.dumps({"name": "root"}))
(root / "package-lock.json").write_text("")
pkg = root / "packages" / "agent"
pkg.mkdir(parents=True)
(pkg / "graphs").mkdir()
(pkg / "graphs" / "agent.js").write_text("")
config_path = pkg / "langgraph.json"
config_path.write_text("{}")
lines = self._dockerfile(config_path, build_context=str(root)).splitlines()
assert lines.index("ADD . /deps/repo") < lines.index("RUN npm ci")
assert not any(line.startswith("ADD package.json") for line in lines)
def test_custom_install_command_keeps_source_first(
self, tmp_path: pathlib.Path
) -> None:
# A custom command may read files the manifest copy would not include.
config_path = self._project(tmp_path, lockfile="package-lock.json")
lines = self._dockerfile(
config_path,
install_command="npm run bootstrap",
build_context=str(tmp_path),
).splitlines()
assert lines.index(f"ADD . /deps/{tmp_path.name}") < lines.index(
"RUN npm run bootstrap"
)
@pytest.mark.parametrize(
"hook",
[
"preinstall",
"install",
"postinstall",
"prepublish",
"preprepare",
"prepare",
"postprepare",
],
)
def test_install_hook_keeps_source_first(
self, tmp_path: pathlib.Path, hook: str
) -> None:
# A hook referencing a project file would hit ENOENT: source is not copied yet.
config_path = self._project(
tmp_path,
lockfile="package-lock.json",
scripts={hook: "node scripts/setup.js"},
)
lines = self._dockerfile(config_path).splitlines()
assert lines.index(f"ADD . /deps/{tmp_path.name}") < lines.index("RUN npm ci")
assert not any(line.startswith("ADD package.json") for line in lines)
def test_only_the_chosen_lockfile_is_copied(self, tmp_path: pathlib.Path) -> None:
# Install picks yarn, so copying the npm lockfile would bust the cache for nothing.
config_path = self._project(tmp_path, lockfile="yarn.lock")
(tmp_path / "package-lock.json").write_text("")
dockerfile = self._dockerfile(config_path)
assert f"ADD yarn.lock /deps/{tmp_path.name}/yarn.lock" in dockerfile
assert "ADD package-lock.json" not in dockerfile
@@ -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
+60 -727
View File
@@ -13,20 +13,6 @@ import pytest
import langgraph_cli.deploy as deploy_mod
from langgraph_cli.deploy import (
BuildAndPush,
ById,
ByName,
CreateOnlySettings,
CustomerRegistrySource,
DockerBuildCommand,
ExistingDeployment,
Listener,
ManagedRegistrySource,
OnListener,
PublishedImage,
RemoteBuildSource,
RequestedPlacement,
Unplaced,
_call_host_backend_with_optional_tenant,
_create_host_backend_client,
_docker_config_for_token,
@@ -35,22 +21,17 @@ from langgraph_cli.deploy import (
_parse_env_from_config,
_resolve_env_path,
_resolve_pushed_image_digest,
_resource_spec,
_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:
def test_creates_config_json(self):
with _docker_config_for_token(
"us-docker.pkg.dev", "my-token", "oauth2accesstoken"
) as cfg:
with _docker_config_for_token("us-docker.pkg.dev", "my-token") as cfg:
config_path = os.path.join(cfg, "config.json")
assert os.path.isfile(config_path)
with open(config_path) as f:
@@ -58,26 +39,13 @@ class TestDockerConfigForToken:
expected_auth = base64.b64encode(b"oauth2accesstoken:my-token").decode()
assert data == {"auths": {"us-docker.pkg.dev": {"auth": expected_auth}}}
def test_uses_the_given_username(self):
with _docker_config_for_token(
"123456789012.dkr.ecr.us-east-2.amazonaws.com", "ecr-password", "AWS"
) as cfg:
with open(os.path.join(cfg, "config.json")) as f:
data = json.load(f)
expected_auth = base64.b64encode(b"AWS:ecr-password").decode()
assert data["auths"]["123456789012.dkr.ecr.us-east-2.amazonaws.com"] == {
"auth": expected_auth
}
def test_tempdir_cleaned_up(self):
with _docker_config_for_token(
"registry.example.com", "tok", "oauth2accesstoken"
) as cfg:
with _docker_config_for_token("registry.example.com", "tok") as cfg:
assert os.path.isdir(cfg)
assert not os.path.exists(cfg)
def test_different_registries(self):
with _docker_config_for_token("gcr.io", "token123", "oauth2accesstoken") as cfg:
with _docker_config_for_token("gcr.io", "token123") as cfg:
with open(os.path.join(cfg, "config.json")) as f:
data = json.load(f)
assert "gcr.io" in data["auths"]
@@ -291,29 +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 = (
@@ -364,6 +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(
@@ -569,334 +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=plain"),
),
id="other_hosts_capture_plain_build_logs",
),
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_uri": None,
"image_name": None,
"tag": None,
"remote_build_flag": None,
"placement": RequestedPlacement(),
"image_pull_secrets": (),
"selector": ByName("my-app"),
}
REPOSITORY = "registry.example.com/app"
@pytest.mark.parametrize(
("flags", "docker_available", "expected"),
[
pytest.param(
{"push_to": REPOSITORY},
True,
CustomerRegistrySource(
image=BuildAndPush(
reference=ImageReference(REPOSITORY, "latest"),
prebuilt_image=None,
),
create_only=CreateOnlySettings(RequestedPlacement()),
),
id="push_to_selects_the_external_source_with_the_default_tag",
),
pytest.param(
{"push_to": f"{REPOSITORY}:v2"},
True,
CustomerRegistrySource(
image=BuildAndPush(
reference=ImageReference(REPOSITORY, "v2"),
prebuilt_image=None,
),
create_only=CreateOnlySettings(RequestedPlacement()),
),
id="push_to_keeps_a_tag_given_in_the_reference",
),
pytest.param(
{"push_to": REPOSITORY, "tag": "v3"},
True,
CustomerRegistrySource(
image=BuildAndPush(
reference=ImageReference(REPOSITORY, "v3"),
prebuilt_image=None,
),
create_only=CreateOnlySettings(RequestedPlacement()),
),
id="tag_flag_composes_with_push_to",
),
pytest.param(
{"push_to": REPOSITORY, "image": "app:dev"},
False,
CustomerRegistrySource(
image=BuildAndPush(
reference=ImageReference(REPOSITORY, "latest"),
prebuilt_image="app:dev",
),
create_only=CreateOnlySettings(RequestedPlacement()),
),
id="prebuilt_image_is_retagged_for_push_to_without_docker_checks",
),
pytest.param(
{
"push_to": REPOSITORY,
"placement": RequestedPlacement("listener-1", "agents"),
},
True,
CustomerRegistrySource(
image=BuildAndPush(
reference=ImageReference(REPOSITORY, "latest"),
prebuilt_image=None,
),
create_only=CreateOnlySettings(
RequestedPlacement("listener-1", "agents")
),
),
id="push_to_carries_the_requested_placement",
),
pytest.param(
{
"push_to": REPOSITORY,
"image_pull_secrets": ("regcred", "other-secret"),
},
True,
CustomerRegistrySource(
image=BuildAndPush(
reference=ImageReference(REPOSITORY, "latest"),
prebuilt_image=None,
),
create_only=CreateOnlySettings(
RequestedPlacement(), ("regcred", "other-secret")
),
),
id="push_to_carries_the_image_pull_secrets",
),
pytest.param(
{"image_uri": f"{REPOSITORY}@sha256:abc123"},
True,
CustomerRegistrySource(
image=PublishedImage(f"{REPOSITORY}@sha256:abc123"),
create_only=CreateOnlySettings(RequestedPlacement()),
),
id="image_uri_selects_the_published_image_source_by_digest",
),
pytest.param(
{"image_uri": f" {REPOSITORY}@sha256:abc123 "},
False,
CustomerRegistrySource(
image=PublishedImage(f"{REPOSITORY}@sha256:abc123"),
create_only=CreateOnlySettings(RequestedPlacement()),
),
id="image_uri_needs_no_local_docker_and_is_trimmed",
),
pytest.param(
{
"image_uri": f"{REPOSITORY}@sha256:abc123",
"placement": RequestedPlacement("listener-1", "agents"),
},
False,
CustomerRegistrySource(
image=PublishedImage(f"{REPOSITORY}@sha256:abc123"),
create_only=CreateOnlySettings(
RequestedPlacement("listener-1", "agents")
),
),
id="image_uri_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",
),
pytest.param(
{"image_pull_secrets": ("regcred",)},
"only apply when creating a deployment with --push-to",
id="image_pull_secret_without_push_to",
),
pytest.param(
{"image_uri": REPOSITORY, "push_to": REPOSITORY},
"--image-uri cannot be combined with --push-to.",
id="image_uri_with_push_to",
),
pytest.param(
{"image_uri": REPOSITORY, "image": "app:dev"},
"--image-uri cannot be combined with --image.",
id="image_uri_with_image",
),
pytest.param(
{"image_uri": REPOSITORY, "tag": "v2"},
"--image-uri cannot be combined with --tag.",
id="image_uri_with_tag",
),
pytest.param(
{"image_uri": REPOSITORY, "remote_build_flag": True},
"--image-uri cannot be combined with --remote.",
id="image_uri_with_remote",
),
pytest.param(
{"image_uri": ""},
"--image-uri must not be empty.",
id="image_uri_empty",
),
pytest.param(
{"image_uri": " "},
"--image-uri must not be empty.",
id="image_uri_blank",
),
pytest.param(
{"image_uri": f"{REPOSITORY}:v1.2.3"},
"--image-uri must pin a digest",
id="image_uri_with_a_mutable_tag",
),
pytest.param(
{"image_uri": REPOSITORY},
"--image-uri must pin a digest",
id="image_uri_without_any_tag_or_digest",
),
],
)
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:
@@ -947,16 +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)
@@ -1060,357 +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="dep-1"):
_select_source(
push_to="registry.example.com/app",
image=None,
image_uri=None,
image_name=None,
tag=None,
remote_build_flag=None,
placement=RequestedPlacement(listener_id="listener-1"),
image_pull_secrets=(),
selector=ById("dep-1"),
)
def test_a_deployment_id_with_image_pull_secrets_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="dep-1"):
_select_source(
push_to="registry.example.com/app",
image=None,
image_uri=None,
image_name=None,
tag=None,
remote_build_flag=None,
placement=RequestedPlacement(),
image_pull_secrets=("regcred",),
selector=ById("dep-1"),
)
class TestResourceSpec:
def test_no_secrets_keeps_the_operator_default(self):
assert _resource_spec(()) == {}
def test_secrets_become_local_object_references_in_order(self):
assert _resource_spec(("regcred", "other-secret")) == {
"image_pull_secrets": [
{"name": "regcred"},
{"name": "other-secret"},
],
}
class TestCreateOnlySettings:
@pytest.mark.parametrize(
"name",
[
pytest.param("Bad_Name", id="uppercase_and_underscore"),
pytest.param("", id="empty"),
pytest.param("-leading-hyphen", id="leading_hyphen"),
pytest.param("a" * 254, id="too_long"),
],
)
def test_an_invalid_secret_name_is_rejected_up_front(self, name):
with pytest.raises(click.UsageError, match="not a valid Kubernetes"):
CreateOnlySettings(RequestedPlacement(), (name,))
def test_a_valid_secret_name_is_accepted(self):
CreateOnlySettings(RequestedPlacement(), ("regcred-1.example",))
def test_ensure_not_existing_mentions_the_api_and_ui_for_pull_secrets(self):
settings = CreateOnlySettings(RequestedPlacement(), ("regcred",))
with pytest.raises(click.UsageError, match="API or the LangSmith UI"):
settings.ensure_not_existing("dep-1")
def test_ensure_not_existing_keeps_the_placement_message_unchanged(self):
settings = CreateOnlySettings(RequestedPlacement(listener_id="listener-1"))
with pytest.raises(
click.UsageError,
match="Listener and namespace are fixed when a deployment is created",
):
settings.ensure_not_existing("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")
-32
View File
@@ -3,7 +3,6 @@ from unittest.mock import patch
from langgraph_cli.deploy import (
_extract_deployment_url,
format_deployments_table,
format_listeners_table,
format_revisions_table,
)
from langgraph_cli.util import clean_empty_lines, warn_non_wolfi_distro
@@ -256,34 +255,3 @@ def test_format_revisions_table():
assert "rev-456" in output
assert "rev-789" in output
assert "REPLACED" in output
def test_format_listeners_table():
output = format_listeners_table(
[
{
"id": "listener-1",
"compute_id": "prod-cluster",
"compute_config": {"k8s_namespaces": ["agents"]},
},
{
"id": "listener-2",
"compute_id": "multi-cluster",
"compute_config": {"k8s_namespaces": ["agents", "agents-staging"]},
},
{
"id": "listener-3",
"compute_id": "broken-cluster",
},
]
)
assert "Listener ID" in output
assert "Compute ID" in output
assert "Namespaces" in output
assert "listener-1" in output
assert "prod-cluster" in output
assert "agents" in output
assert "listener-2" in output
assert "agents, agents-staging" in output
assert "listener-3" in output
assert "broken-cluster" in output
+24 -127
View File
@@ -39,15 +39,15 @@ wheels = [
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version = "4.13.0"
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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" },
]
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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" }
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{ name = "langchain-core" },
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{ name = "xxhash" },
]
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version = "4.2.0"
version = "4.0.1"
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version = "3.0.5"
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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,
@@ -2,7 +2,6 @@ import collections.abc
from collections.abc import Callable, Sequence
from typing import Any, Generic
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from typing_extensions import NotRequired, Required, Self
from langgraph._internal._constants import OVERWRITE
@@ -117,9 +116,6 @@ class BinaryOperatorAggregate(Generic[Value], BaseChannel[Value, Value, Value]):
def from_checkpoint(self, checkpoint: Value) -> Self:
empty = self.__class__(self.typ, self.operator)
empty.key = self.key
# A thread written while this field was a DeltaChannel stores snapshots.
if isinstance(checkpoint, _DeltaSnapshot):
checkpoint = checkpoint.value
if checkpoint is not MISSING:
empty.value = checkpoint
return empty
-19
View File
@@ -28,7 +28,6 @@ __all__ = (
"ParentCommand",
"EmptyInputError",
"TaskNotFound",
"is_invalid_resume",
)
@@ -240,21 +239,3 @@ class NodeTimeoutError(Exception):
self.kind = kind
self.idle_timeout = idle_timeout
self.run_timeout = run_timeout
_INVALID_RESUME = "_langgraph_invalid_resume"
def _mark_invalid_resume(error: BaseException) -> None:
setattr(error, _INVALID_RESUME, True)
def is_invalid_resume(error: BaseException) -> bool:
"""Whether `error` was raised because a resume value didn't match `response_schema`.
`interrupt()` raises a `pydantic.ValidationError` in that case. `ToolNode` uses
this to tell it apart from invalid tool arguments when a tool calls `interrupt()`
or runs a graph that does, so the resume fails and the interrupt can be answered
again.
"""
return getattr(error, _INVALID_RESUME, False) is True
+66 -4
View File
@@ -24,9 +24,6 @@ from typing_extensions import TypedDict, deprecated
from langgraph._internal._constants import CONF, CONFIG_KEY_SEND, NS_SEP
from langgraph.graph.state import StateGraph
from langgraph.pregel._messages import (
_messages_delta_reducer as _messages_delta_reducer,
)
from langgraph.warnings import LangGraphDeprecatedSinceV10
__all__ = (
@@ -238,7 +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:
@@ -247,6 +244,71 @@ def add_messages(
return merged
def _messages_delta_reducer(
state: list[AnyMessage], writes: list[list[AnyMessage]]
) -> list[AnyMessage]:
"""**Experimental.** Batch reducer for use with `DeltaChannel`.
Processes all writes in one pass — dedup by ID, `RemoveMessage`
tombstoning — without calling `add_messages`.
This reducer is batching-invariant, as required by `DeltaChannel`:
`reducer(reducer(state, xs), ys) == reducer(state, xs + ys)`.
Raw dict / string / tuple inputs are coerced to typed `BaseMessage`
objects so that HTTP-driven graphs work without a separate coercion
step. This is not full `add_messages` parity — `REMOVE_ALL_MESSAGES`,
unknown-id `RemoveMessage` errors, missing-id UUID assignment, and
`BaseMessageChunk` conversion are not handled here.
Example::
from typing import Annotated
from langgraph.channels.delta import DeltaChannel
from langgraph.graph.message import _messages_delta_reducer
class State(TypedDict):
messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
"""
# Each write is either a list of message-likes or a single message-like
# (BaseMessage / dict / str / tuple). Only lists flatten; everything
# else is one message.
flat: list[Any] = []
for w in writes:
if isinstance(w, list):
flat.extend(w)
else:
flat.append(w)
# Steady state: the reducer's own output is already typed, so skip
# `convert_to_messages` on state when the first element is a BaseMessage.
# Only raw input (initial dicts, deserialized blobs) hits the slow path.
if state and isinstance(state[0], BaseMessage):
state_msgs = state
else:
state_msgs = cast("list[AnyMessage]", convert_to_messages(state))
msgs = cast("list[AnyMessage]", convert_to_messages(flat))
index: dict[str, int] = {
m.id: i for i, m in enumerate(state_msgs) if m.id is not None
}
result: list[AnyMessage | None] = list(state_msgs)
for msg in msgs:
mid = msg.id
if mid is None:
result.append(msg)
elif isinstance(msg, RemoveMessage):
if mid in index:
result[index[mid]] = None
del index[mid]
elif mid in index:
result[index[mid]] = msg
else:
index[mid] = len(result)
result.append(msg)
return [m for m in result if m is not None]
@deprecated(
"MessageGraph is deprecated in langgraph 1.0.0, to be removed in 2.0.0. Please use StateGraph with a `messages` key instead.",
category=None,
+3 -2
View File
@@ -27,7 +27,6 @@ from langgraph.checkpoint.base import (
Checkpoint,
PendingWrite,
V,
writes_sort_key,
)
from langgraph.store.base import BaseStore
from xxhash import xxh3_128_hexdigest
@@ -252,7 +251,9 @@ def apply_writes(
Set of channels that were updated in this step.
"""
# sort tasks on path, to ensure deterministic order for update application
tasks = sorted(tasks, key=lambda t: writes_sort_key(task_path_str(t.path)))
# any path parts after the 3rd are ignored for sorting
# (we use them for eg. task ids which aren't good for sorting)
tasks = sorted(tasks, key=lambda t: task_path_str(t.path[:3]))
# if no task has triggers this is applying writes from the null task only
# so we don't do anything other than update the channels written to
bump_step = any(t.triggers for t in tasks)
+65 -280
View File
@@ -1,39 +1,22 @@
from __future__ import annotations
import uuid
from collections.abc import Callable, Iterable, Mapping, Sequence
from collections.abc import Callable, Iterable, Mapping
from datetime import datetime, timezone
from inspect import signature
from typing import Any, Literal
from typing import Any, cast
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import (
BaseCheckpointSaver,
ChannelVersions,
Checkpoint,
CheckpointTuple,
DeltaChannelHistory,
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,
NULL_TASK_ID,
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.binop import BinaryOperatorAggregate, _get_overwrite
from langgraph.channels.delta import DeltaChannel
from langgraph.managed.base import ManagedValueMapping, ManagedValueSpec
@@ -53,60 +36,31 @@ def empty_checkpoint() -> Checkpoint:
)
def put_writes_accepts_task_path(put_writes: Callable[..., Any]) -> bool:
"""Whether a saver's `put_writes` or `aput_writes` takes `task_path`.
Savers written before the parameter existed don't, so it is passed only
when this is true.
"""
return signature(put_writes).parameters.get("task_path") is not None
def exit_delta_task_id(step: int, task_id: str) -> str:
"""Synthetic task id for exit-mode DeltaChannel writes.
Embeds the superstep in the first UUID group so `ORDER BY task_id, idx`
preserves chronological order while remaining a valid RFC UUID (required by
Postgres `checkpoint_writes.task_id uuid` columns). Never `NULL_TASK_ID`:
readers apply writes under it as the anchor checkpoint's own pending writes.
Postgres `checkpoint_writes.task_id uuid` columns).
"""
parts = str(uuid.UUID(task_id)).split("-")
synthetic = f"{step:08d}-{parts[1]}-{parts[2]}-{parts[3]}-{parts[4]}"
if synthetic == NULL_TASK_ID:
return f"{step:08d}-0000-0000-0000-000000000001"
return synthetic
def exit_delta_late_task_id(step: int, task_id: str) -> str:
"""Synthetic task id for exit-mode writes of a superstep after the anchor's own.
Sorts after every real task id, in step order, so replay keeps them after
the anchor's own superstep whether a saver orders by task path or task id.
"""
parts = str(uuid.UUID(task_id)).split("-")
return f"ffffffff-{step >> 16:04x}-{step & 0xFFFF:04x}-{parts[3]}-{parts[4]}"
return f"{step:08d}-{parts[1]}-{parts[2]}-{parts[3]}-{parts[4]}"
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 (
@@ -126,80 +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 delta_channels_overwritten(
specs: Mapping[str, Any], writes: Iterable[tuple[str, Any]]
) -> set[str]:
"""Return the names of the DeltaChannels that `writes` set with an `Overwrite`.
`update_state` saves a full snapshot of these channels in the checkpoint it
creates, like the loop does when a node returns an `Overwrite`. Otherwise,
reading the channel later starts from an older snapshot and replays the
writes the `Overwrite` threw away.
"""
return {
ch
for ch, value in writes
if isinstance(specs.get(ch), DeltaChannel) and _get_overwrite(value)[0]
}
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],
@@ -229,34 +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)}
@@ -274,8 +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,
trigger_to_nodes: Mapping[str, Sequence[str]] | None = None,
) -> Checkpoint:
"""Build a new Checkpoint from the previous one and live channel state.
@@ -285,14 +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"]
@@ -300,29 +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()
@@ -334,125 +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, trigger_to_nodes or {}
),
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]],
trigger_to_nodes: Mapping[str, Sequence[str]],
) -> 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. A channel
bumped from no version was never written, so it also goes to the
subscribers that never ran: they have no entry, and would start on the bump.
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)
for k, (old, _) in bumped.items():
if old is None:
for node in trigger_to_nodes.get(k, ()):
out.setdefault(node, {})
marks = dict(versions_seen.get(SNAPSHOT_BUMPS, {}))
for node, seen in out.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]:
"""Channels 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.
A `BinaryOperatorAggregate` stores its value at every version, so one with
nothing stored was written as a `DeltaChannel` before its annotation
changed, and is rebuilt the same way.
"""
return [
k
for k, spec in specs.items()
if isinstance(spec, (DeltaChannel, BinaryOperatorAggregate))
and k in checkpoint["channel_versions"]
and checkpoint["channel_values"].get(k, MISSING) is MISSING
]
def _replay(spec: BaseChannel, history: DeltaChannelHistory) -> BaseChannel:
ch = spec.from_checkpoint(history.get("seed", MISSING))
if isinstance(ch, DeltaChannel):
ch.replay_writes(history["writes"])
else:
# One update per write: the writes span many supersteps, and a single
# call would reject a second Overwrite and drop the writes after one.
for _, _, value in history["writes"]:
ch.update([value])
return ch
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(
@@ -480,9 +251,12 @@ 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)
histories: Mapping[str, DeltaChannelHistory] = {}
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(
config=config, channels=delta_channels
@@ -492,7 +266,11 @@ def channels_from_checkpoint(
for k, spec in channel_specs.items():
ch: BaseChannel
if k in histories:
ch = _replay(spec, histories[k])
delta_spec = cast(DeltaChannel, spec)
history = histories[k]
replay_ch = delta_spec.from_checkpoint(history.get("seed", MISSING))
replay_ch.replay_writes(history["writes"])
ch = replay_ch
else:
ch = spec.from_checkpoint(checkpoint["channel_values"].get(k, MISSING))
channels[k] = ch
@@ -515,9 +293,12 @@ 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)
histories: Mapping[str, DeltaChannelHistory] = {}
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(
config=config, channels=delta_channels
@@ -527,7 +308,11 @@ async def achannels_from_checkpoint(
for k, spec in channel_specs.items():
ch: BaseChannel
if k in histories:
ch = _replay(spec, histories[k])
delta_spec = cast(DeltaChannel, spec)
history = histories[k]
replay_ch = delta_spec.from_checkpoint(history.get("seed", MISSING))
replay_ch.replay_writes(history["writes"])
ch = replay_ch
else:
ch = spec.from_checkpoint(checkpoint["channel_values"].get(k, MISSING))
channels[k] = ch
+151 -329
View File
@@ -12,6 +12,7 @@ from contextlib import (
ExitStack,
)
from datetime import datetime, timezone
from inspect import signature
from types import TracebackType
from typing import (
Any,
@@ -19,7 +20,6 @@ from typing import (
TypeVar,
cast,
)
from uuid import UUID, uuid5
from langchain_core.callbacks import AsyncParentRunManager, ParentRunManager
from langchain_core.runnables import RunnableConfig
@@ -98,17 +98,12 @@ 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_late_task_id,
exit_delta_task_id,
put_writes_accepts_task_path,
)
from langgraph.pregel._executor import (
AsyncBackgroundExecutor,
@@ -124,7 +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,
@@ -161,12 +155,6 @@ def DuplexStream(*streams: StreamProtocol) -> StreamProtocol:
return StreamProtocol(__call__, {mode for s in streams for mode in s.modes})
def _cacheable(writes: WritesT) -> bool:
# A cache hit skips the node, so a cached error would skip it without
# raising: only a node that finished goes to the cache.
return not any(c in (INTERRUPT, ERROR) for c, _ in writes)
class PregelLoop:
config: RunnableConfig
store: BaseStore | None
@@ -198,7 +186,6 @@ class PregelLoop:
Callable[
[
concurrent.futures.Future | None,
Sequence[Any],
RunnableConfig,
Checkpoint,
str,
@@ -212,13 +199,11 @@ class PregelLoop:
submit: Submit
channels: Mapping[str, BaseChannel]
# Futures from `checkpointer.put_writes` calls that produced delta-channel
# writes. `_put_checkpoint` hands this list to the save it submits, which
# waits for them first, so a checkpoint never becomes durable before the
# writes that produced it. If a write or the previous save failed, the
# save fails too: a DeltaChannel is rebuilt from its writes along the
# parent chain, so a checkpoint saved past either gap reads back short
# for good. Initialised to `[]` in both sync and async `__enter__`;
# stays `None` only when no checkpointer.
# writes. `_checkpointer_put_after_previous` drains this list (swap to a
# local `futs` then reset to `[]` and wait/gather) before putting the
# next checkpoint, so a checkpoint never becomes durable before the
# writes that produced it. Initialised to `[]` in both sync and async
# `__enter__`; stays `None` only when no checkpointer.
_delta_write_futs: list[Any] | None = None
# Same pattern as `_delta_write_futs` but for error-handler writes.
@@ -232,36 +217,15 @@ class PregelLoop:
# `after_tick`). At exit, `_put_exit_delta_writes` filters out channels
# that will snapshot, then persists the rest under an anchor parent.
# `None` when not in exit mode (so the capture sites are no-ops).
# Each tuple is `(step, task_id, task_path, channel, value)`; see
# `_put_exit_delta_writes` for how they are ordered.
_exit_delta_writes: list[tuple[int, str, str, str, Any]] | None = None
# Each tuple is `(step, task_id, channel, value)` — `step` drives the
# synthetic step-prefixed task_id used to preserve chronological order
# under the saver's `ORDER BY task_id, idx` sorting.
_exit_delta_writes: list[tuple[int, str, str, Any]] | None = None
# The (task_id, channel) pairs whose delta writes are stored on the loaded
# checkpoint, which a resume addressed by `checkpoint_id` can rerun; this
# run's `Command` delta writes, kept apart from the NULL_TASK_ID writes
# loaded with the checkpoint; and the checkpoint's own superstep, the
# first one this run ticks.
_stored_delta_writes: set[tuple[str, str]]
_exit_command_writes: list[tuple[str, Any]]
_exit_first_step: int | 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]
# Tasks that wrote during this run, the only ones exit mode saves at exit.
_written_task_ids: set[str]
# A 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
@@ -278,9 +242,6 @@ class PregelLoop:
# `_put_exit_delta_writes` uses this to decide between anchoring on
# the existing parent (True) or creating a lazy stub (False).
_has_persisted_parent: bool = False
# True iff `__enter__` loaded the thread's latest checkpoint, not one a
# `checkpoint_id` addressed, so nothing has been built on it yet.
_loaded_latest: bool = False
managed: ManagedValueMapping
checkpoint: Checkpoint
@@ -351,6 +312,7 @@ class PregelLoop:
self.interrupt_before = interrupt_before
self.manager = manager
self.is_nested = CONFIG_KEY_TASK_ID in self.config.get(CONF, {})
self.is_replaying = CONFIG_KEY_CHECKPOINT_ID in config[CONF]
self._migrate_checkpoint = migrate_checkpoint
self.trigger_to_nodes = trigger_to_nodes
self.retry_policy = retry_policy
@@ -408,14 +370,6 @@ class PregelLoop:
else ()
)
self.prev_checkpoint_config = None
# Whether the run points this loop at a checkpoint: a truthy
# `checkpoint_id`, this graph's `checkpoint_map` entry, or a replaying
# parent. Every task config carries `checkpoint_id: None`, so a key
# check would count every subgraph.
self._addressed = bool(
self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID)
or self.config[CONF].get(CONFIG_KEY_REPLAY_STATE)
)
runtime = self.config[CONF].get(CONFIG_KEY_RUNTIME)
self.control = runtime.control if isinstance(runtime, Runtime) else None
@@ -458,19 +412,13 @@ class PregelLoop:
return None
return self._graph_lifecycle_events.popleft()
def put_writes(
self, task_id: str, writes: WritesT, *, cached: bool = False
) -> None:
def put_writes(self, task_id: str, writes: WritesT) -> None:
"""Put writes for a task, to be read by the next tick."""
if not writes:
return
self._written_task_ids.add(task_id)
# deduplicate writes to special channels, last write wins
if all(w[0] in WRITES_IDX_MAP for w in writes):
writes = list({w[0]: w for w in writes}.values())
# Before the writes are saved, kept in `checkpoint_pending_writes` or
# applied, so all of them hold the same message ids.
ensure_message_ids(self.specs, writes)
if task_id == NULL_TASK_ID:
# writes for the null task are accumulated
self.checkpoint_pending_writes = [
@@ -478,11 +426,6 @@ class PregelLoop:
for w in self.checkpoint_pending_writes
if w[0] != task_id or w[1] not in WRITES_IDX_MAP
]
# Savers key a regular write by its position in the list, and the
# special ones dropped above won't be there next time, so they go
# last: a resume saved ahead of an update would move it to a new
# slot once the list is saved again, and it would apply twice.
writes = sorted(writes, key=lambda w: w[0] in WRITES_IDX_MAP)
writes_to_save: WritesT = [
w[1:] for w in self.checkpoint_pending_writes if w[0] == task_id
] + list(writes)
@@ -512,6 +455,14 @@ class PregelLoop:
# save writes
self.checkpoint_pending_writes.extend((task_id, c, v) for c, v in writes)
# Assign stable IDs to any id=None BaseMessages in DeltaChannel writes
# before the background thread serialises them. Without this, reducers
# that assign IDs inside apply_writes() race with serialisation and
# store id=None, causing get_state() replays to produce a different UUID
# on every call.
for c, v in writes_to_save:
if isinstance(self.specs.get(c), DeltaChannel):
ensure_message_ids(v)
if self.durability != "exit" and self.checkpointer_put_writes is not None:
config = patch_configurable(
self.checkpoint_config,
@@ -554,7 +505,7 @@ class PregelLoop:
self._error_handler_write_futs.append(fut)
# output writes
if hasattr(self, "tasks"):
self.output_writes(task_id, writes, cached=cached)
self.output_writes(task_id, writes)
def _put_pending_writes(self) -> None:
if self.checkpointer_put_writes is None:
@@ -571,12 +522,10 @@ class PregelLoop:
CONFIG_KEY_CHECKPOINT_ID: self.checkpoint["id"],
},
)
# Writes loaded with the checkpoint are stored on it already. Saving them
# again can file them under new indexes, and then they apply twice.
# group by task id
by_task = defaultdict(list)
for task_id, channel, value in self.checkpoint_pending_writes:
if task_id in self._written_task_ids:
by_task[task_id].append((channel, value))
by_task[task_id].append((channel, value))
# submit writes to checkpointer
for task_id, writes in by_task.items():
if self.checkpointer_put_writes_accepts_task_path and hasattr(
@@ -632,7 +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
@@ -705,8 +654,12 @@ class PregelLoop:
self.status = "done"
return False
if self.control is not None and self.control.drain_requested:
self.status = "draining"
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()
@@ -717,13 +670,6 @@ class PregelLoop:
self.status = "interrupt_before"
raise GraphInterrupt()
# stop before running the next tasks if a drain was requested. after
# the breakpoint check: a resume passes the next step's breakpoints,
# so draining in front of one would skip it
if self.control is not None and self.control.drain_requested:
self.status = "draining"
return False
# produce debug output
self._emit("tasks", map_debug_tasks, self.tasks.values())
@@ -737,26 +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,
@@ -776,25 +707,9 @@ class PregelLoop:
)
# capture delta-channel writes for exit-mode accumulator before clearing
if self._exit_delta_writes is not None:
# On the first tick the pending writes still hold the ones loaded
# with the checkpoint, which are already stored on it.
first = self._exit_first_step is None
if first:
self._exit_first_step = self.step
self._exit_delta_writes.extend(
(self.step, NULL_TASK_ID, "", ch, v)
for ch, v in self._exit_command_writes
)
for tid, ch, v in self.checkpoint_pending_writes:
if not isinstance(self.specs.get(ch), DeltaChannel):
continue
if first and (
tid == NULL_TASK_ID or (tid, ch) in self._stored_delta_writes
):
continue
task = self.tasks.get(tid)
path = task_path_str(task.path) if task else ""
self._exit_delta_writes.append((self.step, tid, path, ch, v))
if isinstance(self.specs.get(ch), DeltaChannel):
self._exit_delta_writes.append((self.step, tid, ch, v))
# clear pending writes
self.checkpoint_pending_writes.clear()
# only replay (re-execute) done tasks on the first tick
@@ -818,24 +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.
@@ -905,23 +816,38 @@ 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:
self._stored_delta_writes = {
(tid, ch)
for tid, ch, _ in self.checkpoint_pending_writes
if tid != NULL_TASK_ID and isinstance(self.specs.get(ch), DeltaChannel)
}
self._exit_command_writes = []
self._written_task_ids = set()
# Resuming from a previous checkpoint requires two things:
# 1. A prior checkpoint exists (channel_versions is non-empty)
# 2. The input signals continuation (not a fresh run with new input)
@@ -949,7 +875,7 @@ class PregelLoop:
# writes so that interrupt() calls re-fire instead of returning
# stale values. But if we're actively resuming, keep them —
# multi-interrupt scenarios need previously resolved values preserved.
is_time_traveling = self._addressed and (
is_time_traveling = self.is_replaying and (
# Time-travel to a subgraph checkpoint: the parent sets
# RESUMING=True (it can't distinguish time-travel from resume),
# so we check if this subgraph's own ns is in checkpoint_map.
@@ -968,47 +894,10 @@ class PregelLoop:
or configurable.get(CONFIG_KEY_RESUMING, False)
)
)
# Finished tasks rerun only on time travel, or on a resume at a
# checkpoint the thread has moved past. A resume addressed at the
# thread's latest checkpoint hands their writes back, as without an id.
self.is_replaying = is_time_traveling or self._addressed_checkpoint_superseded
if is_time_traveling:
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:
@@ -1039,26 +928,10 @@ class PregelLoop:
raise EmptyInputError("Received empty Command input")
# save writes
for tid, ws in writes.items():
if forks:
# These skip `put_writes`, which gives messages their ids.
ensure_message_ids(self.specs, ws)
carried.extend((tid, c, v) for c, v in ws)
else:
self.put_writes(tid, ws)
if self._exit_delta_writes is not None and tid == NULL_TASK_ID:
self._exit_command_writes.extend(
(c, v)
for c, v in ws
if isinstance(self.specs.get(c), DeltaChannel)
)
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,
@@ -1083,15 +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
@@ -1106,9 +975,6 @@ class PregelLoop:
)
# map inputs to channel updates
elif input_writes := deque(map_input(input_keys, self.input)):
# Before the input is applied, so this run reads the message ids
# that are saved with it.
ensure_message_ids(self.specs, input_writes)
# discard any unfinished tasks from previous checkpoint
discard_tasks = prepare_next_tasks(
self.checkpoint,
@@ -1125,7 +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]
@@ -1151,29 +1017,17 @@ class PregelLoop:
if self._exit_delta_writes is not None:
for c, v in input_writes:
if isinstance(self.specs.get(c), DeltaChannel):
self._exit_delta_writes.append(
(self.step, NULL_TASK_ID, "", c, v)
)
# A DeltaChannel reads its input from the writes stored on the
# checkpoint this run starts from, under a task id of their own:
# readers apply a checkpoint's NULL_TASK_ID writes as its own state.
# A new thread has no checkpoint to store them on, and one a
# `checkpoint_id` addressed may have children that would read them,
# so then the input checkpoint snapshots the channel instead.
self._exit_delta_writes.append((self.step, NULL_TASK_ID, c, v))
# Persist delta-channel input writes so sub-freq inputs are
# recoverable via ancestor walk (mirrors the Command input path).
if self.durability != "exit":
delta_input = [
(c, v)
for c, v in input_writes
if isinstance(self.specs.get(c), DeltaChannel)
]
if delta_input and self._has_persisted_parent and self._loaded_latest:
self.put_writes(
str(uuid5(UUID(self.checkpoint["id"]), INPUT)), delta_input
)
else:
self._delta_channels_forced_snapshot.update(
c for c, _ in delta_input
)
if delta_input:
self.put_writes(NULL_TASK_ID, delta_input)
# save input checkpoint
self.updated_channels = updated_channels
self._put_checkpoint({"source": "input"})
@@ -1187,11 +1041,11 @@ class PregelLoop:
# checkpoint ID since the fork was created after the subgraph's
# checkpoints from the original execution.
#
# Only gate on is_time_traveling (not _addressed). When the
# Only gate on is_time_traveling (not is_replaying). When the
# client resumes with an explicit checkpoint_id that happens to
# point at the current head (e.g. LangGraph Studio sending
# `checkpoint: {checkpoint_id}` alongside Command(resume=...)),
# the run is addressed but not time traveling. In that
# is_replaying is True but is_time_traveling is False. In that
# case subgraphs should load their latest checkpoint normally,
# not go through ReplayState's before-bound lookup which would
# miss subgraph checkpoints created during processing of the
@@ -1199,11 +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",
@@ -1285,10 +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()
)
@@ -1302,13 +1150,11 @@ class PregelLoop:
if do_checkpoint
else None,
channels_to_snapshot=channels_to_snapshot,
stored_versions=self.checkpoint_previous_versions,
trigger_to_nodes=self.trigger_to_nodes,
)
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
@@ -1350,17 +1196,12 @@ class PregelLoop:
)
self.checkpoint_previous_versions = channel_versions
# Take this checkpoint's writes now: saves run in the background
# and can start out of order, so a save that took them itself
# could get another checkpoint's writes.
delta_write_futs, self._delta_write_futs = self._delta_write_futs, []
# save it, without blocking
# if there's a previous checkpoint save in progress, wait for it
# ensuring checkpointers receive checkpoints in order
self._put_checkpoint_fut = self.submit(
self._checkpointer_put_after_previous,
getattr(self, "_put_checkpoint_fut", None),
delta_write_futs,
self.checkpoint_config,
copy_checkpoint(self.checkpoint),
self.checkpoint_metadata,
@@ -1393,26 +1234,18 @@ class PregelLoop:
):
return
# A checkpoint a `checkpoint_id` addressed may already have children,
# which read the writes stored on it, so then the channels this run
# wrote snapshot instead.
if self._has_persisted_parent and not self._loaded_latest:
self._delta_channels_forced_snapshot.update(
w[3] for w in self._exit_delta_writes
)
counters = dict(
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 = [
w for w in self._exit_delta_writes if w[3] not in channels_to_snapshot
(step, tid, ch, v)
for (step, tid, ch, v) in self._exit_delta_writes
if ch not in channels_to_snapshot
]
if not pending:
return
@@ -1438,7 +1271,6 @@ class PregelLoop:
self._put_checkpoint_fut = self.submit(
self._checkpointer_put_after_previous,
getattr(self, "_put_checkpoint_fut", None),
(),
stub_put_config,
stub_cp,
{"step": -2},
@@ -1448,21 +1280,11 @@ class PregelLoop:
# sees the stub as its parent.
self.checkpoint_config = anchor_config
# The checkpoint's own superstep keeps its real task paths, so it
# interleaves with the writes a resume loaded from it. Its task ids stay
# synthetic: under the real id, a run whose final checkpoint fails to
# save would leave the resumed task looking done to the next resume.
# Later supersteps sort after every real task path and task id, in step
# order, so this holds whether a saver orders by path or by id.
grouped: dict[tuple[str, str], list[tuple[str, Any]]] = {}
for step, tid, path, ch, v in pending:
if tid == NULL_TASK_ID:
key = (exit_delta_task_id(step, tid), "")
elif step == self._exit_first_step:
key = (exit_delta_task_id(step, tid), path)
else:
key = (exit_delta_late_task_id(step, tid), f"~~{step:010d}{path}")
grouped.setdefault(key, []).append((ch, v))
# Step-prefixed synthetic task_id preserves chronological superstep
# order under the saver's ORDER BY task_id, idx sorting.
grouped: dict[tuple[int, str], list[tuple[str, Any]]] = {}
for step, tid, ch, v in pending:
grouped.setdefault((step, tid), []).append((ch, v))
anchor_write_config = patch_configurable(
anchor_config,
{
@@ -1472,21 +1294,22 @@ class PregelLoop:
CONFIG_KEY_CHECKPOINT_ID: anchor_config[CONF][CONFIG_KEY_CHECKPOINT_ID],
},
)
for (tid, path), entries in grouped.items():
for (step, tid), entries in grouped.items():
synth_tid = exit_delta_task_id(step, tid)
if self.checkpointer_put_writes_accepts_task_path:
fut = self.submit(
self.checkpointer_put_writes,
anchor_write_config,
entries,
tid,
path,
synth_tid,
"",
)
else:
fut = self.submit(
self.checkpointer_put_writes,
anchor_write_config,
entries,
tid,
synth_tid,
)
if self._delta_write_futs is not None:
self._delta_write_futs.append(fut)
@@ -1695,7 +1518,8 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
self.checkpointer_get_next_version = checkpointer.get_next_version
self.checkpointer_put_writes = checkpointer.put_writes
self.checkpointer_put_writes_accepts_task_path = (
put_writes_accepts_task_path(checkpointer.put_writes)
signature(checkpointer.put_writes).parameters.get("task_path")
is not None
)
else:
self.checkpointer_get_next_version = increment
@@ -1706,19 +1530,21 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
def _checkpointer_put_after_previous(
self,
prev: concurrent.futures.Future | None,
delta_write_futs: Sequence[concurrent.futures.Future],
config: RunnableConfig,
checkpoint: Checkpoint,
metadata: CheckpointMetadata,
new_versions: ChannelVersions,
) -> RunnableConfig:
for fut in delta_write_futs:
fut.result()
if prev is not None:
prev.result()
cast(BaseCheckpointSaver, self.checkpointer).put(
config, checkpoint, metadata, new_versions
)
if self._delta_write_futs:
futs, self._delta_write_futs = self._delta_write_futs, []
concurrent.futures.wait(futs)
try:
if prev is not None:
prev.result()
finally:
cast(BaseCheckpointSaver, self.checkpointer).put(
config, checkpoint, metadata, new_versions
)
def match_cached_writes(self) -> Sequence[PregelExecutableTask]:
if self.cache is None:
@@ -1740,7 +1566,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
) -> PregelExecutableTask | None:
if pushed := super().accept_push(task, write_idx, call):
for task in self.match_cached_writes():
self.put_writes(task.id, task.writes, cached=True)
self.output_writes(task.id, task.writes, cached=True)
return pushed
def schedule_error_handler(
@@ -1774,21 +1600,19 @@ 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.put_writes(task.id, task.writes, cached=True)
self.output_writes(task.id, task.writes, cached=True)
return handler_task
def put_writes(
self, task_id: str, writes: WritesT, *, cached: bool = False
) -> None:
def put_writes(self, task_id: str, writes: WritesT) -> None:
"""Put writes for a task, to be read by the next tick."""
super().put_writes(task_id, writes, cached=cached)
if cached or not writes or self.cache is None or not hasattr(self, "tasks"):
super().put_writes(task_id, writes)
if not writes or self.cache is None or not hasattr(self, "tasks"):
return
task = self.tasks.get(task_id)
if task is None or task.cache_key is None or not _cacheable(writes):
if task is None or task.cache_key is None:
return
self.submit(
self.cache.set,
@@ -1811,10 +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:
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
@@ -1832,7 +1652,6 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
# Normal case: fetch the most recent checkpoint for this
# graph/thread. Returns None on first invocation.
saved = self.checkpointer.get_tuple(self.checkpoint_config)
self._loaded_latest = True
# Capture before the synthetic-empty fallback below overwrites `saved`.
# `_put_exit_delta_writes` uses this on first run (no persisted parent)
@@ -1865,6 +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
)
@@ -1951,7 +1771,8 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
self.checkpointer_get_next_version = checkpointer.get_next_version
self.checkpointer_put_writes = checkpointer.aput_writes
self.checkpointer_put_writes_accepts_task_path = (
put_writes_accepts_task_path(checkpointer.aput_writes)
signature(checkpointer.aput_writes).parameters.get("task_path")
is not None
)
else:
self.checkpointer_get_next_version = increment
@@ -1962,19 +1783,23 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
async def _checkpointer_put_after_previous(
self,
prev: asyncio.Task | None,
delta_write_futs: Sequence[asyncio.Future],
config: RunnableConfig,
checkpoint: Checkpoint,
metadata: CheckpointMetadata,
new_versions: ChannelVersions,
) -> RunnableConfig:
if delta_write_futs:
await asyncio.gather(*delta_write_futs)
if prev is not None:
await prev
await cast(BaseCheckpointSaver, self.checkpointer).aput(
config, checkpoint, metadata, new_versions
)
# Drain DeltaChannel write futures before committing the checkpoint so
# ancestor walks never see a checkpoint without its backing writes.
if self._delta_write_futs:
futs, self._delta_write_futs = self._delta_write_futs, []
await asyncio.gather(*futs)
try:
if prev is not None:
await prev
finally:
await cast(BaseCheckpointSaver, self.checkpointer).aput(
config, checkpoint, metadata, new_versions
)
async def amatch_cached_writes(self) -> Sequence[PregelExecutableTask]:
if self.cache is None:
@@ -1996,7 +1821,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
) -> PregelExecutableTask | None:
if pushed := super().accept_push(task, write_idx, call):
for task in await self.amatch_cached_writes():
self.put_writes(task.id, task.writes, cached=True)
self.output_writes(task.id, task.writes, cached=True)
return pushed
async def aschedule_error_handler(
@@ -2030,21 +1855,22 @@ 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.put_writes(task.id, task.writes, cached=True)
self.output_writes(task.id, task.writes, cached=True)
return handler_task
def put_writes(
self, task_id: str, writes: WritesT, *, cached: bool = False
) -> None:
def put_writes(self, task_id: str, writes: WritesT) -> None:
"""Put writes for a task, to be read by the next tick."""
super().put_writes(task_id, writes, cached=cached)
if cached or not writes or self.cache is None or not hasattr(self, "tasks"):
super().put_writes(task_id, writes)
if not writes or self.cache is None or not hasattr(self, "tasks"):
return
task = self.tasks.get(task_id)
if task is None or task.cache_key is None or not _cacheable(writes):
if task is None or task.cache_key is None:
return
if writes[0][0] in (INTERRUPT, ERROR):
# only cache successful tasks
return
self.submit(
self.cache.aset,
@@ -2067,10 +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:
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
@@ -2088,7 +1910,6 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
# Normal case: fetch the most recent checkpoint for this
# graph/thread. Returns None on first invocation.
saved = await self.checkpointer.aget_tuple(self.checkpoint_config)
self._loaded_latest = True
# Capture before the synthetic-empty fallback below overwrites `saved`.
# `_put_exit_delta_writes` uses this on first run (no persisted parent)
@@ -2121,6 +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
)
+35 -176
View File
@@ -1,13 +1,6 @@
from __future__ import annotations
from collections.abc import (
AsyncIterator,
Callable,
Iterator,
Mapping,
MutableSequence,
Sequence,
)
from collections.abc import AsyncIterator, Callable, Iterator, Sequence
from dataclasses import fields, is_dataclass
from typing import (
Any,
@@ -17,18 +10,16 @@ from typing import (
from uuid import UUID, uuid4
from langchain_core.callbacks import BaseCallbackHandler
from langchain_core.messages import AnyMessage, BaseMessage, RemoveMessage, ToolMessage
from langchain_core.messages import BaseMessage, ToolMessage
from langchain_core.messages.utils import convert_to_messages
from langchain_core.outputs import ChatGeneration, ChatGenerationChunk, LLMResult
from pydantic import BaseModel
from langgraph._internal._config import filter_to_user_tags
from langgraph._internal._constants import NS_SEP
from langgraph.channels.binop import _get_overwrite
from langgraph.channels.delta import DeltaChannel
from langgraph.constants import TAG_HIDDEN, TAG_NOSTREAM
from langgraph.pregel.protocol import StreamChunk
from langgraph.types import Command, Overwrite
from langgraph.types import Command
try:
from langchain_core.tracers._streaming import _StreamingCallbackHandler
@@ -417,74 +408,6 @@ class StreamMessagesHandlerV2(StreamMessagesHandler, _V2StreamingCallbackHandler
self.stream((meta[0], "messages", (event, v2_meta)))
# Defined here rather than in `langgraph.graph.message`, which re-exports it:
# `ensure_message_ids` has to recognize it, and importing that module from the
# loop would be an import cycle.
def _messages_delta_reducer(
state: list[AnyMessage], writes: list[list[AnyMessage]]
) -> list[AnyMessage]:
"""**Experimental.** Batch reducer for use with `DeltaChannel`.
Processes all writes in one pass — dedup by ID, `RemoveMessage`
tombstoning — without calling `add_messages`.
This reducer is batching-invariant, as required by `DeltaChannel`:
`reducer(reducer(state, xs), ys) == reducer(state, xs + ys)`.
Raw dict / string / tuple inputs are coerced to typed `BaseMessage`
objects so that HTTP-driven graphs work without a separate coercion
step. This is not full `add_messages` parity — `REMOVE_ALL_MESSAGES`,
unknown-id `RemoveMessage` errors, missing-id UUID assignment, and
`BaseMessageChunk` conversion are not handled here.
Example::
from typing import Annotated
from langgraph.channels.delta import DeltaChannel
from langgraph.graph.message import _messages_delta_reducer
class State(TypedDict):
messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
"""
# Each write is either a list of message-likes or a single message-like
# (BaseMessage / dict / str / tuple). Only lists flatten; everything
# else is one message.
flat: list[Any] = []
for w in writes:
if isinstance(w, list):
flat.extend(w)
else:
flat.append(w)
# Steady state: the reducer's own output is already typed, so skip
# `convert_to_messages` on state when the first element is a BaseMessage.
# Only raw input (initial dicts, deserialized blobs) hits the slow path.
if state and isinstance(state[0], BaseMessage):
state_msgs = state
else:
state_msgs = cast("list[AnyMessage]", convert_to_messages(state))
msgs = cast("list[AnyMessage]", convert_to_messages(flat))
index: dict[str, int] = {
m.id: i for i, m in enumerate(state_msgs) if m.id is not None
}
result: list[AnyMessage | None] = list(state_msgs)
for msg in msgs:
mid = msg.id
if mid is None:
result.append(msg)
elif isinstance(msg, RemoveMessage):
if mid in index:
result[index[mid]] = None
del index[mid]
elif mid in index:
result[index[mid]] = msg
else:
index[mid] = len(result)
result.append(msg)
return [m for m in result if m is not None]
# Known role values (OpenAI-style) and type values (LangChain serialisation)
# that identify a dict as a message. Checked before coercing to BaseMessage so
# we don't accidentally touch unrelated dicts that happen to have a "role" key.
@@ -500,103 +423,39 @@ def _is_message_dict(item: dict) -> bool:
return item.get("role") in _MESSAGE_ROLES or item.get("type") in _MESSAGE_TYPES
def ensure_message_ids(
channels: Mapping[str, Any], writes: Sequence[tuple[str, Any]]
) -> None:
"""Give the messages written to DeltaChannels stable ids.
def ensure_message_ids(value: Any) -> None:
"""Coerce message-like write values to typed BaseMessages with stable IDs.
A `DeltaChannel` replays its saved writes on every read, and its reducer
may not assign missing ids (`_messages_delta_reducer` doesn't), so a
message saved without an id comes back without one, or with a new one on
every read, and nothing can target it by id, for example `RemoveMessage`.
Called in put_writes() before DeltaChannel writes are submitted to the
checkpointer. Without this the checkpoint may store raw dicts or id=None
BaseMessages; every get_state() replay then produces a different UUID and
the same message appears with a different ID in each LangSmith trace.
In a channel whose reducer is `_messages_delta_reducer`, every message-like
it accepts (a message, a dict, a string, a `(role, content)` tuple; alone,
in a list or in an `Overwrite`) becomes a message with an id. Other
DeltaChannels may hold other data, so there only message objects get ids,
plus message dicts outside an `Overwrite`: one in a list becomes a message.
Anything that can't become a message is left as it is, so it fails where
it always has: a message dict in a list raises here, anything else when
the reducer reads it. An empty id counts as missing.
Handles three input shapes:
- BaseMessage objects: assign a UUID if id is None.
- Dicts with a known "role" (OpenAI-style) or "type" (LangChain format) at
the root level: stamp "id" into the dict in-place. The reducer's
convert_to_messages call will forward the id to the resulting BaseMessage.
- Lists of the above: apply the same logic to each element, replacing dict
items with coerced BaseMessages so the shared list reference seen by
checkpoint_pending_writes and the background thread both get typed messages.
A write that changes is replaced in `writes`: lists and dicts the caller
passed in are never changed, only the ids of message objects.
Mutating synchronously here (before the background thread is submitted) is
safe: the serialised bytes always reflect the post-coercion state.
"""
for i, (ch, value) in enumerate(writes):
spec = channels.get(ch)
if not isinstance(spec, DeltaChannel):
continue
if spec.reducer is _messages_delta_reducer:
new_value = _with_message_ids(value)
else:
new_value = _with_base_message_ids(value)
if new_value is not value:
cast(MutableSequence[tuple[str, Any]], writes)[i] = (ch, new_value)
def _with_message_ids(value: Any) -> Any:
is_overwrite, overwrite_value = _get_overwrite(value)
if not is_overwrite:
if isinstance(value, list):
return _map_messages(value, _list_item_with_id)
return _message_with_id(value)
if isinstance(overwrite_value, (list, tuple)):
items = _map_messages(overwrite_value, _message_with_id)
if items is not overwrite_value:
return Overwrite(items)
return value
def _with_base_message_ids(value: Any) -> Any:
is_overwrite, overwrite_value = _get_overwrite(value)
if is_overwrite:
if isinstance(overwrite_value, (list, tuple)):
for item in overwrite_value:
_stamp_message_id(item)
return value
if isinstance(value, list):
return _map_messages(value, _base_list_item_with_id)
if isinstance(value, dict) and _is_message_dict(value) and not value.get("id"):
return {**value, "id": str(uuid4())}
_stamp_message_id(value)
return value
def _map_messages(items: list | tuple, fn: Callable[[Any], Any]) -> list | tuple:
mapped = [fn(item) for item in items]
if all(new is old for new, old in zip(mapped, items)):
return items
return mapped if isinstance(items, list) else tuple(mapped)
def _list_item_with_id(item: Any) -> Any:
if isinstance(item, dict) and _is_message_dict(item):
return _message_with_id(item, strict=True)
return _message_with_id(item)
def _base_list_item_with_id(item: Any) -> Any:
if isinstance(item, dict) and _is_message_dict(item):
return _message_with_id(item, strict=True)
_stamp_message_id(item)
return item
def _message_with_id(item: Any, *, strict: bool = False) -> Any:
if isinstance(item, BaseMessage):
_stamp_message_id(item)
return item
try:
message = convert_to_messages([item])[0]
except Exception:
if strict:
raise
return item
if not message.id:
message.id = str(uuid4())
return message
def _stamp_message_id(item: Any) -> None:
if isinstance(item, BaseMessage) and item.id is None:
item.id = str(uuid4())
if isinstance(value, BaseMessage):
if value.id is None:
value.id = str(uuid4())
elif isinstance(value, dict) and _is_message_dict(value):
if not value.get("id"):
value["id"] = str(uuid4())
elif isinstance(value, list):
for i, item in enumerate(value):
if isinstance(item, BaseMessage):
if item.id is None:
item.id = str(uuid4())
elif isinstance(item, dict) and _is_message_dict(item):
msg = convert_to_messages([item])[0]
if msg.id is None:
msg.id = str(uuid4())
value[i] = msg
+8 -1
View File
@@ -7,7 +7,7 @@ import sys
import threading
import time
import weakref
from collections.abc import Callable, Sequence
from collections.abc import Awaitable, Callable, Sequence
from contextlib import suppress
from dataclasses import dataclass, replace
from datetime import datetime, timedelta, timezone
@@ -686,6 +686,8 @@ async def arun_with_retry(
task: PregelExecutableTask,
retry_policy: Sequence[RetryPolicy] | None,
stream: bool = False,
match_cached_writes: Callable[[], Awaitable[Sequence[PregelExecutableTask]]]
| None = None,
configurable: dict[str, Any] | None = None,
) -> None:
"""Run a task asynchronously with retries."""
@@ -709,6 +711,11 @@ async def arun_with_retry(
)
},
)
if match_cached_writes is not None and task.cache_key is not None:
for t in await match_cached_writes():
if t is task:
# if the task is already cached, return
return
while True:
runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
if isinstance(runtime, Runtime):
+4 -11
View File
@@ -41,11 +41,10 @@ from langgraph._internal._future import chain_future, run_coroutine_threadsafe
from langgraph._internal._scratchpad import PregelScratchpad
from langgraph._internal._typing import MISSING
from langgraph.constants import TAG_HIDDEN
from langgraph.errors import GraphBubbleUp, GraphInterrupt, is_invalid_resume
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]
@@ -621,11 +619,7 @@ def _should_stop_others(
handled_exception_ids: set[int] | None = None,
) -> bool:
"""Check if any task failed, if so, cancel all other tasks.
GraphInterrupts are not considered failures.
Neither is an invalid resume value: it's raised once the other tasks finish, so a
task answered in the same resume isn't cut off after its side effects and then run
again with its saved answer."""
GraphInterrupts are not considered failures."""
for fut in done:
if fut.cancelled():
continue
@@ -633,7 +627,6 @@ def _should_stop_others(
if (
id(exc) not in (handled_exception_ids or set())
and not isinstance(exc, GraphBubbleUp)
and not is_invalid_resume(exc)
and fut not in SKIP_RERAISE_SET
):
return True
@@ -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()
}
+141 -71
View File
@@ -1,10 +1,11 @@
from __future__ import annotations
import dis
import ast
import inspect
import re
import textwrap
from collections.abc import Callable, Sequence
from functools import partial
from types import CodeType, FunctionType
from typing import Any
from langchain_core.runnables import (
@@ -16,6 +17,7 @@ from langchain_core.runnables import (
from langchain_core.runnables.base import RunnableBindingBase
from langchain_core.runnables.config import run_in_executor
from langgraph.checkpoint.base import ChannelVersions
from typing_extensions import override
from langgraph._internal._runnable import RunnableCallable, RunnableSeq
from langgraph._internal._timeout import sync_timeout_unsupported
@@ -135,87 +137,155 @@ def validate_timeout_supported(runnable: Runnable, *, name: str) -> None:
raise sync_timeout_unsupported(name)
# Values treated as dead ends when deciding whether to walk a function's
# bytecode. A container can hold a graph, but `find_subgraph_pregel` does not
# look inside one, so skipping it costs nothing while that holds. Matched by
# exact type, since a subclass of a builtin can carry attributes.
_LEAF_TYPES = frozenset(
{
int,
float,
complex,
bool,
str,
bytes,
bytearray,
list,
tuple,
dict,
set,
frozenset,
type(None),
}
)
def get_function_nonlocals(func: Callable) -> list[Any]:
"""Get the values a function reaches from outside its own scope.
"""Get the nonlocal variables accessed by a function.
Args:
func: The function to check.
Returns:
Every captured cell value, the globals the function names, and each
value along an attribute path it loads. Over-approximates: a value can
come back without the function reaching it at runtime.
List[Any]: The nonlocal variables accessed by the function.
"""
func = getattr(func, "__func__", func) # bound method -> function
wrapped = getattr(func, "__wrapped__", None)
if callable(wrapped):
func = getattr(wrapped, "__func__", wrapped)
if not isinstance(func, FunctionType):
try:
code = inspect.getsource(func)
tree = ast.parse(textwrap.dedent(code))
visitor = FunctionNonLocals()
visitor.visit(tree)
values: list[Any] = []
closure = (
inspect.getclosurevars(func.__wrapped__)
if hasattr(func, "__wrapped__") and callable(func.__wrapped__)
else inspect.getclosurevars(func)
)
candidates = {**closure.globals, **closure.nonlocals}
for k, v in candidates.items():
if k in visitor.nonlocals:
values.append(v)
for kk in visitor.nonlocals:
if "." in kk and kk.startswith(k):
vv = v
for part in kk.split(".")[1:]:
if vv is None:
break
else:
try:
vv = getattr(vv, part)
except AttributeError:
break
else:
values.append(vv)
except (SyntaxError, TypeError, OSError, SystemError):
return []
code = func.__code__
cells: dict[str, Any] = {}
for name, cell in zip(code.co_freevars, func.__closure__ or ()):
try:
cells[name] = cell.cell_contents
except ValueError:
continue # empty cell: a recursive def not yet bound
# Every captured value counts, referenced or not: over-declaring costs an
# introspection entry, under-declaring drops the subgraph's checkpoints and
# stream events. Checking each cell against the bytecode would cost more and
# only trade the cheap error for the expensive one.
values: list[Any] = list(cells.values())
global_ns = func.__globals__
globals_ = {name: global_ns[name] for name in code.co_names if name in global_ns}
if all(type(v) in _LEAF_TYPES for v in (*cells.values(), *globals_.values())):
return values
# Nested code objects hold the references made by inner defs, lambdas and
# comprehensions, which resolve against the namespaces gathered above.
codes = [code]
for c in codes:
codes.extend(k for k in c.co_consts if isinstance(k, CodeType))
value: Any = None
for instruction in dis.get_instructions(c):
opname = instruction.opname
if opname == "LOAD_GLOBAL":
value = globals_.get(instruction.argval)
elif opname == "LOAD_DEREF":
value = cells.get(instruction.argval)
elif opname in ("LOAD_ATTR", "LOAD_METHOD"):
value = getattr(value, instruction.argval, None)
else:
value = None # anything else ends the chain: `a, b.c` is not `a.c`
continue
if value is not None:
values.append(value)
return values
class FunctionNonLocals(ast.NodeVisitor):
"""Get the nonlocal variables accessed of a function."""
def __init__(self) -> None:
self.nonlocals: set[str] = set()
@override
def visit_FunctionDef(self, node: ast.FunctionDef) -> Any:
"""Visit a function definition.
Args:
node: The node to visit.
Returns:
Any: The result of the visit.
"""
visitor = NonLocals()
visitor.visit(node)
self.nonlocals.update(visitor.loads - visitor.stores)
@override
def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef) -> Any:
"""Visit an async function definition.
Args:
node: The node to visit.
Returns:
Any: The result of the visit.
"""
visitor = NonLocals()
visitor.visit(node)
self.nonlocals.update(visitor.loads - visitor.stores)
@override
def visit_Lambda(self, node: ast.Lambda) -> Any:
"""Visit a lambda function.
Args:
node: The node to visit.
Returns:
Any: The result of the visit.
"""
visitor = NonLocals()
visitor.visit(node)
self.nonlocals.update(visitor.loads - visitor.stores)
class NonLocals(ast.NodeVisitor):
"""Get nonlocal variables accessed."""
def __init__(self) -> None:
self.loads: set[str] = set()
self.stores: set[str] = set()
@override
def visit_Name(self, node: ast.Name) -> Any:
"""Visit a name node.
Args:
node: The node to visit.
Returns:
Any: The result of the visit.
"""
if isinstance(node.ctx, ast.Load):
self.loads.add(node.id)
elif isinstance(node.ctx, ast.Store):
self.stores.add(node.id)
@override
def visit_Attribute(self, node: ast.Attribute) -> Any:
"""Visit an attribute node.
Args:
node: The node to visit.
Returns:
Any: The result of the visit.
"""
if isinstance(node.ctx, ast.Load):
parent = node.value
attr_expr = node.attr
while isinstance(parent, ast.Attribute):
attr_expr = parent.attr + "." + attr_expr
parent = parent.value
if isinstance(parent, ast.Name):
self.loads.add(parent.id + "." + attr_expr)
self.loads.discard(parent.id)
elif isinstance(parent, ast.Call):
if isinstance(parent.func, ast.Name):
self.loads.add(parent.func.id)
else:
parent = parent.func
attr_expr = ""
while isinstance(parent, ast.Attribute):
if attr_expr:
attr_expr = parent.attr + "." + attr_expr
else:
attr_expr = parent.attr
parent = parent.value
if isinstance(parent, ast.Name):
self.loads.add(parent.id + "." + attr_expr)
def is_xxh3_128_hexdigest(value: str) -> bool:
"""Check if the given string matches the format of xxh3_128_hexdigest."""
return bool(re.fullmatch(r"[0-9a-f]{32}", value))
+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 -84
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, ValidationError
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:
@@ -882,27 +848,7 @@ class Command(Generic[N], ToolOutputMixin):
PARENT: ClassVar[Literal["__parent__"]] = "__parent__"
def _validate_resume(adapter: TypeAdapter[Any], value: Any) -> Any:
from langgraph.errors import _mark_invalid_resume
try:
return adapter.validate_python(value)
except ValidationError as exc:
_mark_invalid_resume(exc)
raise
@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
@@ -972,7 +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!!!\")
@@ -985,21 +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`.
Nothing is saved, so the interrupt can be answered again. `is_invalid_resume` identifies it.
"""
from langgraph._internal._constants import (
CONFIG_KEY_CHECKPOINT_NS,
@@ -1011,36 +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 = _validate_resume(adapter, 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 = _validate_resume(adapter, 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,
),
)
)

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