Compare commits

..
Author SHA1 Message Date
Will Fu-Hinthorn 685a755baf chore: use bounded queue for checkpointing 2026-04-09 17:33:50 -07:00
Will Fu-HinthornandClaude Opus 4.6 bde0c47cd9 fix: handle non-deterministic ordering in test_imp_nested
Nested tasks run concurrently so output order is non-deterministic.
Sort intermediate results before comparison, matching the pattern
already used by test_imp_task.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-08 18:04:55 -07:00
Will Fu-Hinthorn 7b034c2d25 chore: update conformance lint 2026-04-08 16:02:42 -07:00
163 changed files with 3501 additions and 28277 deletions
+2 -2
View File
@@ -121,8 +121,8 @@ jobs:
exit 1
fi
LANGCHAIN_OPENAI_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-openai'); print(v);")
if [ "$LANGCHAIN_OPENAI_VERSION" != "1.1.14" ]; then
echo "LANGCHAIN_OPENAI_VERSION != 1.1.14; $LANGCHAIN_OPENAI_VERSION"
if [ "$LANGCHAIN_OPENAI_VERSION" != "1.0.1" ]; then
echo "LANGCHAIN_OPENAI_VERSION != 1.0.1; $LANGCHAIN_OPENAI_VERSION"
exit 1
fi
LANGCHAIN_ANTHROPIC_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-anthropic'); print(v);")
+1 -1
View File
@@ -33,7 +33,7 @@ jobs:
cache-suffix: test-${{ inputs.working-directory }}
working-directory: ${{ inputs.working-directory }}
- name: Login to Docker Hub
uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
if: ${{ !github.event.pull_request.head.repo.fork }}
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
+1 -1
View File
@@ -31,7 +31,7 @@ jobs:
cache-suffix: "test-langgraph"
working-directory: libs/langgraph
- name: Login to Docker Hub
uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
if: ${{ !github.event.pull_request.head.repo.fork }}
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
+1 -1
View File
@@ -82,7 +82,7 @@ jobs:
path: ${{ inputs.working-directory }}/dist/
- name: Publish to test PyPI
uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # release/v1
uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
with:
packages-dir: ${{ inputs.working-directory }}/dist/
verbose: true
+1 -1
View File
@@ -57,7 +57,7 @@ jobs:
echo EOF
} >> "$GITHUB_OUTPUT"
- name: Annotation
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
script: |
const file = JSON.parse(`${{ steps.files.outputs.added_modified_renamed }}`)[0]
+1 -1
View File
@@ -40,7 +40,7 @@ jobs:
uses: actions/configure-pages@v6
- name: Upload artifact
uses: actions/upload-pages-artifact@v5
uses: actions/upload-pages-artifact@v4
with:
path: 'docs/_site'
+1 -1
View File
@@ -276,7 +276,7 @@ jobs:
path: ${{ inputs.working-directory }}/dist/
- name: Publish package distributions to PyPI
uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # release/v1
uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
with:
packages-dir: ${{ inputs.working-directory }}/dist/
verbose: true
+1 -1
View File
@@ -26,7 +26,7 @@ jobs:
steps:
- name: Find and reopen matching PRs
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
script: |
const { owner, repo } = context.repo;
+4 -4
View File
@@ -50,7 +50,7 @@ jobs:
steps:
- name: Check for issue link and assignee
id: check-link
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
script: |
const { owner, repo } = context.repo;
@@ -283,7 +283,7 @@ jobs:
if: >-
env.ENFORCE_ISSUE_LINK == 'true' &&
(steps.check-link.outputs.has-link != 'true' || steps.check-link.outputs.is-assigned != 'true')
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
script: |
const { owner, repo } = context.repo;
@@ -312,7 +312,7 @@ jobs:
if: >-
env.ENFORCE_ISSUE_LINK == 'true' &&
steps.check-link.outputs.has-link == 'true' && steps.check-link.outputs.is-assigned == 'true'
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
script: |
const { owner, repo } = context.repo;
@@ -366,7 +366,7 @@ jobs:
if: >-
env.ENFORCE_ISSUE_LINK == 'true' &&
(steps.check-link.outputs.has-link != 'true' || steps.check-link.outputs.is-assigned != 'true')
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
script: |
const { owner, repo } = context.repo;
+5 -5
View File
@@ -63,7 +63,7 @@ jobs:
- name: Check if contributor is external
if: steps.app-token.outcome == 'success'
id: check-membership
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
github-token: ${{ steps.app-token.outputs.token }}
script: |
@@ -102,7 +102,7 @@ jobs:
- name: Apply contributor tier label
if: steps.check-membership.outputs.is-external == 'true'
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
script: |
@@ -155,7 +155,7 @@ jobs:
- name: Add external label
if: steps.check-membership.outputs.is-external == 'true'
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
script: |
@@ -168,7 +168,7 @@ jobs:
- name: Add internal label
if: steps.check-membership.outputs.is-external == 'false'
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
script: |
@@ -196,7 +196,7 @@ jobs:
private-key: ${{ secrets.ORG_MEMBERSHIP_APP_PRIVATE_KEY }}
- name: Backfill labels
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
github-token: ${{ steps.app-token.outputs.token }}
script: |
+4 -4
View File
@@ -48,7 +48,7 @@ jobs:
- name: Check if contributor is external
if: steps.app-token.outcome == 'success'
id: check-membership
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
github-token: ${{ steps.app-token.outputs.token }}
script: |
@@ -90,7 +90,7 @@ jobs:
# event fires and triggers require_issue_link.yml.
- name: Apply contributor tier label
if: steps.check-membership.outputs.is-external == 'true'
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
# Use App token so the "labeled" event propagates to downstream
# workflows (e.g. require_issue_link.yml).
@@ -145,7 +145,7 @@ jobs:
- name: Add external label
if: steps.check-membership.outputs.is-external == 'true'
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
# Use App token so the "labeled" event propagates to downstream
# workflows (e.g. require_issue_link.yml). Events created by the
@@ -161,7 +161,7 @@ jobs:
- name: Add internal label
if: steps.check-membership.outputs.is-external == 'false'
uses: actions/github-script@v9
uses: actions/github-script@v8
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
script: |
+1 -1
View File
@@ -28,7 +28,7 @@ jobs:
run: make lock-upgrade
- name: Create Pull Request
uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8
uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8
with:
token: ${{ secrets.GITHUB_TOKEN }}
commit-message: "chore(deps): upgrade dependencies with `uv lock --upgrade`"
-1
View File
@@ -100,4 +100,3 @@ dmypy.json
.turbo
.editorconfig
.scratch
.worktrees/
+5 -5
View File
@@ -16,7 +16,7 @@
<a href="https://opensource.org/licenses/MIT" target="_blank"><img src="https://img.shields.io/pypi/l/langgraph" alt="PyPI - License"></a>
<a href="https://pypistats.org/packages/langgraph" target="_blank"><img src="https://img.shields.io/pepy/dt/langgraph" alt="PyPI - Downloads"></a>
<a href="https://pypi.org/project/langgraph/" target="_blank"><img src="https://img.shields.io/pypi/v/langgraph.svg?label=%20" alt="Version"></a>
<a href="https://x.com/langchain_oss" target="_blank"><img src="https://img.shields.io/twitter/url/https/twitter.com/langchain_oss.svg?style=social&label=Follow%20%40LangChain" alt="Twitter / X"></a>
<a href="https://x.com/langchain" target="_blank"><img src="https://img.shields.io/twitter/url/https/twitter.com/langchain.svg?style=social&label=Follow%20%40LangChain" alt="Twitter / X"></a>
</div>
<br>
@@ -27,10 +27,10 @@ Trusted by companies shaping the future of agents including Klarna, Replit,
pip install -U langgraph
```
> [!TIP]
> If you're looking to quickly build agents, check out **[Deep Agents](https://docs.langchain.com/oss/python/deepagents/overview)** — a higher-level package built on LangGraph for agents that can plan, use subagents, and leverage file systems for complex tasks.
If you're looking to quickly build agents with LangChain's `create_agent` (built on LangGraph), check out the [LangChain Agents documentation](https://docs.langchain.com/oss/python/langchain/agents).
For an equivalent JS/TS library, check out [LangGraph.js](https://github.com/langchain-ai/langgraphjs) and the [JS docs](https://docs.langchain.com/oss/javascript/langgraph/overview).
> [!NOTE]
> Looking for the JS/TS library? Check out [LangGraph.js](https://github.com/langchain-ai/langgraphjs) and the [JS docs](https://docs.langchain.com/oss/javascript/langgraph/overview).
## Why use LangGraph?
@@ -51,7 +51,7 @@ While LangGraph can be used standalone, it also integrates seamlessly with any L
To improve your LLM application development, pair LangGraph with:
- [Deep Agents](https://docs.langchain.com/oss/python/deepagents/overview) Build agents that can plan, use subagents, and leverage file systems for complex tasks.
- [Deep Agents](https://github.com/langchain-ai/deepagents) *(new!)* Build agents that can plan, use subagents, and leverage file systems for complex tasks.
- [LangChain](https://docs.langchain.com/oss/python/langchain/overview) Provides integrations and composable components to streamline LLM application development.
- [LangSmith](https://www.langchain.com/langsmith) Helpful for agent evals and observability. Debug poor-performing LLM app runs, evaluate agent trajectories, gain visibility in production, and improve performance over time.
- [LangSmith Deployment](https://docs.langchain.com/langsmith/deployments) Deploy and scale agents effortlessly with a purpose-built deployment platform for long-running, stateful workflows. Discover, reuse, configure, and share agents across teams and iterate quickly with visual prototyping in [LangSmith Studio](https://docs.langchain.com/langsmith/studio).
-3
View File
@@ -63,9 +63,6 @@ The suite tests **base** capabilities (required) and **extended** capabilities (
| `delete_for_runs` | no | `adelete_for_runs` |
| `copy_thread` | no | `acopy_thread` |
| `prune` | no | `aprune` |
| `delta_channel_history` | no | `aget_delta_channel_history` |
| `delta_channel_keepset` | no | `aget_delta_channel_keepset` |
| `delta_channel_reconstruction` | no | `aput` |
Extended capabilities are detected by checking whether the method is overridden from `BaseCheckpointSaver`. If not overridden, those tests are skipped.
@@ -23,9 +23,6 @@ class Capability(str, Enum):
DELETE_FOR_RUNS = "delete_for_runs"
COPY_THREAD = "copy_thread"
PRUNE = "prune"
DELTA_CHANNEL_HISTORY = "delta_channel_history"
DELTA_CHANNEL_KEEPSET = "delta_channel_keepset"
DELTA_CHANNEL_RECONSTRUCTION = "delta_channel_reconstruction"
# Capabilities that every checkpointer must support.
@@ -45,9 +42,6 @@ EXTENDED_CAPABILITIES = frozenset(
Capability.DELETE_FOR_RUNS,
Capability.COPY_THREAD,
Capability.PRUNE,
Capability.DELTA_CHANNEL_HISTORY,
Capability.DELTA_CHANNEL_KEEPSET,
Capability.DELTA_CHANNEL_RECONSTRUCTION,
}
)
@@ -63,9 +57,6 @@ _CAPABILITY_METHOD_MAP: dict[Capability, str] = {
Capability.DELETE_FOR_RUNS: "adelete_for_runs",
Capability.COPY_THREAD: "acopy_thread",
Capability.PRUNE: "aprune",
Capability.DELTA_CHANNEL_HISTORY: "aget_delta_channel_history",
Capability.DELTA_CHANNEL_KEEPSET: "aget_tuple",
Capability.DELTA_CHANNEL_RECONSTRUCTION: "aput",
}
@@ -9,15 +9,6 @@ from langgraph.checkpoint.conformance.spec.test_delete_for_runs import (
from langgraph.checkpoint.conformance.spec.test_delete_thread import (
run_delete_thread_tests,
)
from langgraph.checkpoint.conformance.spec.test_delta_channel_history import (
run_delta_channel_history_tests,
)
from langgraph.checkpoint.conformance.spec.test_delta_channel_keepset import (
run_delta_channel_keepset_tests,
)
from langgraph.checkpoint.conformance.spec.test_delta_channel_reconstruction import (
run_delta_channel_reconstruction_tests,
)
from langgraph.checkpoint.conformance.spec.test_get_tuple import run_get_tuple_tests
from langgraph.checkpoint.conformance.spec.test_list import run_list_tests
from langgraph.checkpoint.conformance.spec.test_prune import run_prune_tests
@@ -33,7 +24,4 @@ __all__ = [
"run_delete_for_runs_tests",
"run_copy_thread_tests",
"run_prune_tests",
"run_delta_channel_history_tests",
"run_delta_channel_keepset_tests",
"run_delta_channel_reconstruction_tests",
]
@@ -1,99 +0,0 @@
"""Shared fixtures for delta-channel conformance tests.
Builds a parent chain with `_DeltaSnapshot` blobs at known positions via
direct `aput` / `aput_writes` calls. No langgraph or Pregel dependency.
"""
from __future__ import annotations
from collections.abc import Sequence
from typing import Any
from uuid import uuid4
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import BaseCheckpointSaver, Checkpoint
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.conformance.test_utils import generate_metadata
async def build_delta_chain(
saver: BaseCheckpointSaver,
*,
thread_id: str | None = None,
checkpoint_ns: str = "",
channel: str = "messages",
snapshots_at_steps: Sequence[int] = (0,),
total_steps: int = 6,
write_value_fn: Any | None = None,
) -> list[RunnableConfig]:
"""Build a parent chain with `_DeltaSnapshot` at known positions.
Args:
saver: Checkpointer instance.
thread_id: Defaults to a random UUID.
checkpoint_ns: Namespace (default root).
channel: Channel name used for snapshots and writes.
snapshots_at_steps: Steps at which a `_DeltaSnapshot` blob is stored
in `channel_values[channel]`. Step 0 is the oldest checkpoint.
total_steps: Number of checkpoints in the chain.
write_value_fn: Callable(step) -> write value. Defaults to step index.
Returns:
List of stored configs (oldest first), one per step.
"""
if write_value_fn is None:
def write_value_fn(step: int) -> Any:
return step
from langgraph.checkpoint.serde.types import _DeltaSnapshot
thread_id = thread_id or str(uuid4())
snapshot_set = set(snapshots_at_steps)
stored: list[RunnableConfig] = []
parent_cfg: RunnableConfig | None = None
for step in range(total_steps):
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": checkpoint_ns,
}
}
if parent_cfg:
config["configurable"]["checkpoint_id"] = parent_cfg["configurable"][
"checkpoint_id"
]
channel_values: dict[str, Any] = {}
channel_versions: dict[str, int] = {}
if step in snapshot_set:
channel_values[channel] = _DeltaSnapshot(
write_value_fn(step),
)
channel_versions[channel] = step + 1
cp = Checkpoint(
v=1,
id=str(uuid6(clock_seq=-1)),
ts="",
channel_values=channel_values,
channel_versions=channel_versions,
versions_seen={},
updated_channels=None,
)
new_versions = dict(channel_versions)
parent_cfg = await saver.aput(
config, cp, generate_metadata(step=step), new_versions
)
stored.append(parent_cfg)
# Write a pending write for non-snapshot steps so the walk has
# something to collect.
if step not in snapshot_set:
await saver.aput_writes(
parent_cfg, [(channel, write_value_fn(step))], str(uuid4())
)
return stored
@@ -1,247 +0,0 @@
"""DELTA_CHANNEL_HISTORY capability tests — aget_delta_channel_history contract."""
from __future__ import annotations
import traceback
from collections.abc import Callable
from uuid import uuid4
from langgraph.checkpoint.base import BaseCheckpointSaver
from langgraph.checkpoint.conformance.spec._delta_fixtures import build_delta_chain
async def test_history_returns_writes_oldest_first(
saver: BaseCheckpointSaver,
) -> None:
"""Writes are returned oldest-to-newest."""
tid = str(uuid4())
# 5 steps: snapshot at 0, writes at 1,2,3,4.
# Head is step 4. Walk starts at step 3 (parent of head).
# Collects writes from steps 1,2,3 (between snapshot at 0 and head's parent).
configs = await build_delta_chain(
saver, thread_id=tid, channel="ch", snapshots_at_steps=[0], total_steps=5
)
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
writes = result["ch"]["writes"]
values = [w[2] for w in writes]
assert values == [1, 2, 3], f"Expected [1,2,3], got {values}"
async def test_history_seed_is_nearest_snapshot(
saver: BaseCheckpointSaver,
) -> None:
"""Seed is the value from the nearest ancestor with channel_values populated."""
tid = str(uuid4())
# 6 steps: snapshots at 0 and 3, writes at 1,2,4,5.
# Head is step 5. Walk from step 4 backward stops at step 3 (snapshot).
# Collects writes from step 4 only (between step 3 and head's parent step 4).
configs = await build_delta_chain(
saver,
thread_id=tid,
channel="ch",
snapshots_at_steps=[0, 3],
total_steps=6,
)
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
assert "seed" in result["ch"], "Expected seed from snapshot at step 3"
seed = result["ch"]["seed"]
from langgraph.checkpoint.serde.types import _DeltaSnapshot
actual_value = seed.value if isinstance(seed, _DeltaSnapshot) else seed
assert actual_value == 3, f"Expected seed value 3 (step 3), got {actual_value}"
writes = result["ch"]["writes"]
values = [w[2] for w in writes]
assert values == [4], f"Expected [4], got {values}"
async def test_history_excludes_target_pending_writes(
saver: BaseCheckpointSaver,
) -> None:
"""Target's own pending_writes are NOT included in the history."""
tid = str(uuid4())
configs = await build_delta_chain(
saver, thread_id=tid, channel="ch", snapshots_at_steps=[0], total_steps=3
)
head = configs[-1]
# Add writes directly to the head checkpoint
await saver.aput_writes(head, [("ch", "extra")], str(uuid4()))
result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
writes = result["ch"]["writes"]
values = [w[2] for w in writes]
assert "extra" not in values, f"Target's writes should be excluded, got {values}"
async def test_history_multi_channel(
saver: BaseCheckpointSaver,
) -> None:
"""Multiple channels have independent walk termination."""
tid = str(uuid4())
configs: list = []
parent_cfg = None
from langgraph.checkpoint.base import Checkpoint
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from langgraph.checkpoint.conformance.test_utils import generate_metadata
for step in range(5):
config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
if parent_cfg:
config["configurable"]["checkpoint_id"] = parent_cfg["configurable"][
"checkpoint_id"
]
cv: dict = {}
cvs: dict = {}
if step == 1:
cv["a"] = _DeltaSnapshot("snap_a")
cvs["a"] = step + 1
if step == 3:
cv["b"] = _DeltaSnapshot("snap_b")
cvs["b"] = step + 1
cp = Checkpoint(
v=1,
id=str(uuid6(clock_seq=-1)),
ts="",
channel_values=cv,
channel_versions=cvs,
versions_seen={},
updated_channels=None,
)
parent_cfg = await saver.aput(config, cp, generate_metadata(step=step), cvs)
configs.append(parent_cfg)
await saver.aput_writes(parent_cfg, [("a", step), ("b", step)], str(uuid4()))
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["a", "b"])
a_writes = [w[2] for w in result["a"]["writes"]]
b_writes = [w[2] for w in result["b"]["writes"]]
assert a_writes == [1, 2, 3], f"Expected a writes [1,2,3], got {a_writes}"
assert b_writes == [3], f"Expected b writes [3], got {b_writes}"
async def test_history_empty_channels_returns_empty(
saver: BaseCheckpointSaver,
) -> None:
"""Empty channels list returns empty mapping."""
tid = str(uuid4())
configs = await build_delta_chain(
saver, thread_id=tid, channel="ch", snapshots_at_steps=[0], total_steps=3
)
result = await saver.aget_delta_channel_history(config=configs[-1], channels=[])
assert result == {}
async def test_history_walk_to_root_no_seed(
saver: BaseCheckpointSaver,
) -> None:
"""Walk reaches root without finding seed — no 'seed' key in result."""
tid = str(uuid4())
configs = await build_delta_chain(
saver,
thread_id=tid,
channel="ch",
snapshots_at_steps=[],
total_steps=4,
)
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
assert "seed" not in result["ch"], f"Expected no seed, got {result['ch']}"
async def test_history_migration_plain_value_as_seed(
saver: BaseCheckpointSaver,
) -> None:
"""Pre-delta plain value in channel_values acts as seed (migration case).
When a thread was originally using a regular channel (BinaryOperatorAggregate)
and later switches to DeltaChannel, the old checkpoint has a plain value in
channel_values[ch] (not a _DeltaSnapshot). The walk should treat it as the
seed and terminate there.
"""
from langgraph.checkpoint.base import Checkpoint
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.conformance.test_utils import generate_metadata
tid = str(uuid4())
configs: list = []
parent_cfg = None
for step in range(4):
config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
if parent_cfg:
config["configurable"]["checkpoint_id"] = parent_cfg["configurable"][
"checkpoint_id"
]
cv: dict = {}
cvs: dict = {}
# Step 1: plain value (migration case — old checkpoint before delta)
if step == 1:
cv["ch"] = [10, 20, 30]
cvs["ch"] = step + 1
cp = Checkpoint(
v=1,
id=str(uuid6(clock_seq=-1)),
ts="",
channel_values=cv,
channel_versions=cvs,
versions_seen={},
updated_channels=None,
)
parent_cfg = await saver.aput(config, cp, generate_metadata(step=step), cvs)
configs.append(parent_cfg)
if step != 1:
await saver.aput_writes(parent_cfg, [("ch", step)], str(uuid4()))
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
# Seed should be the plain value from step 1
assert "seed" in result["ch"], "Expected seed from migration plain value at step 1"
seed = result["ch"]["seed"]
assert seed == [10, 20, 30], f"Expected plain value [10,20,30], got {seed}"
# Writes should be from step 2 only (between seed at step 1 and head's parent step 2)
writes = result["ch"]["writes"]
values = [w[2] for w in writes]
assert values == [2], f"Expected [2], got {values}"
ALL_DELTA_CHANNEL_HISTORY_TESTS = [
test_history_returns_writes_oldest_first,
test_history_seed_is_nearest_snapshot,
test_history_excludes_target_pending_writes,
test_history_multi_channel,
test_history_empty_channels_returns_empty,
test_history_walk_to_root_no_seed,
test_history_migration_plain_value_as_seed,
]
async def run_delta_channel_history_tests(
saver: BaseCheckpointSaver,
on_test_result: Callable[[str, str, bool, str | None], None] | None = None,
) -> tuple[int, int, list[str]]:
"""Run all delta_channel_history tests. Returns (passed, failed, failure_names)."""
passed = 0
failed = 0
failures: list[str] = []
for test_fn in ALL_DELTA_CHANNEL_HISTORY_TESTS:
try:
await test_fn(saver)
passed += 1
if on_test_result:
on_test_result("delta_channel_history", test_fn.__name__, True, None)
except Exception:
failed += 1
msg = f"{test_fn.__name__}: {traceback.format_exc()}"
failures.append(msg)
if on_test_result:
on_test_result(
"delta_channel_history",
test_fn.__name__,
False,
traceback.format_exc(),
)
return passed, failed, failures
@@ -1,172 +0,0 @@
"""DELTA_CHANNEL_KEEPSET capability tests — aget_delta_channel_keepset contract."""
from __future__ import annotations
import traceback
from collections.abc import Callable
from uuid import uuid4
from langgraph.checkpoint.base import BaseCheckpointSaver
from langgraph.checkpoint.conformance.spec._delta_fixtures import build_delta_chain
async def test_keepset_empty_channels_returns_target_only(
saver: BaseCheckpointSaver,
) -> None:
"""Empty channels → keep-set is just {target_id}."""
tid = str(uuid4())
configs = await build_delta_chain(
saver, thread_id=tid, channel="ch", snapshots_at_steps=[0], total_steps=4
)
head = configs[-1]
keep = await saver.aget_delta_channel_keepset(config=head, channels=[])
head_id = head["configurable"]["checkpoint_id"]
assert keep == {head_id}, f"Expected only target, got {keep}"
async def test_keepset_snapshot_at_target(
saver: BaseCheckpointSaver,
) -> None:
"""When target itself has a snapshot, keep-set is just {target_id}."""
tid = str(uuid4())
configs = await build_delta_chain(
saver,
thread_id=tid,
channel="ch",
snapshots_at_steps=[0, 3],
total_steps=4,
)
head = configs[3]
keep = await saver.aget_delta_channel_keepset(config=head, channels=["ch"])
head_id = head["configurable"]["checkpoint_id"]
assert keep == {head_id}, f"Snapshot at target should yield only target, got {keep}"
async def test_keepset_snapshot_n_back(
saver: BaseCheckpointSaver,
) -> None:
"""Snapshot N steps back → target + intermediates + snapshot ancestor."""
tid = str(uuid4())
configs = await build_delta_chain(
saver, thread_id=tid, channel="ch", snapshots_at_steps=[0], total_steps=5
)
head = configs[-1]
keep = await saver.aget_delta_channel_keepset(config=head, channels=["ch"])
expected_ids = {c["configurable"]["checkpoint_id"] for c in configs}
assert keep == expected_ids, f"Expected all ancestors, got {keep}"
async def test_keepset_multi_channel_union(
saver: BaseCheckpointSaver,
) -> None:
"""Multi-channel keep-set is the union (max chain per channel)."""
tid = str(uuid4())
from langgraph.checkpoint.base import Checkpoint
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from langgraph.checkpoint.conformance.test_utils import generate_metadata
configs: list = []
parent_cfg = None
for step in range(6):
config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
if parent_cfg:
config["configurable"]["checkpoint_id"] = parent_cfg["configurable"][
"checkpoint_id"
]
cv: dict = {}
cvs: dict = {}
# Channel "a" has snapshot at step 3 (recent)
if step == 3:
cv["a"] = _DeltaSnapshot("snap_a")
cvs["a"] = step + 1
# Channel "b" has snapshot at step 1 (further back)
if step == 1:
cv["b"] = _DeltaSnapshot("snap_b")
cvs["b"] = step + 1
cp = Checkpoint(
v=1,
id=str(uuid6(clock_seq=-1)),
ts="",
channel_values=cv,
channel_versions=cvs,
versions_seen={},
updated_channels=None,
)
parent_cfg = await saver.aput(config, cp, generate_metadata(step=step), cvs)
configs.append(parent_cfg)
head = configs[-1]
keep = await saver.aget_delta_channel_keepset(config=head, channels=["a", "b"])
# Union: b needs back to step 1, so steps 1..5 (all except step 0) plus head
expected_ids = {c["configurable"]["checkpoint_id"] for c in configs[1:]}
expected_ids.add(head["configurable"]["checkpoint_id"])
assert keep == expected_ids, f"Expected union, got {keep} vs {expected_ids}"
async def test_keepset_walk_to_root(
saver: BaseCheckpointSaver,
) -> None:
"""No snapshot anywhere → entire chain to root is in keep-set."""
tid = str(uuid4())
configs = await build_delta_chain(
saver, thread_id=tid, channel="ch", snapshots_at_steps=[], total_steps=4
)
head = configs[-1]
keep = await saver.aget_delta_channel_keepset(config=head, channels=["ch"])
all_ids = {c["configurable"]["checkpoint_id"] for c in configs}
assert keep == all_ids, f"Expected full chain, got {keep}"
async def test_keepset_deterministic(
saver: BaseCheckpointSaver,
) -> None:
"""Same inputs return identical sets."""
tid = str(uuid4())
configs = await build_delta_chain(
saver, thread_id=tid, channel="ch", snapshots_at_steps=[0], total_steps=5
)
head = configs[-1]
keep1 = await saver.aget_delta_channel_keepset(config=head, channels=["ch"])
keep2 = await saver.aget_delta_channel_keepset(config=head, channels=["ch"])
assert keep1 == keep2
ALL_DELTA_CHANNEL_KEEPSET_TESTS = [
test_keepset_empty_channels_returns_target_only,
test_keepset_snapshot_at_target,
test_keepset_snapshot_n_back,
test_keepset_multi_channel_union,
test_keepset_walk_to_root,
test_keepset_deterministic,
]
async def run_delta_channel_keepset_tests(
saver: BaseCheckpointSaver,
on_test_result: Callable[[str, str, bool, str | None], None] | None = None,
) -> tuple[int, int, list[str]]:
"""Run all delta_channel_keepset tests. Returns (passed, failed, failure_names)."""
passed = 0
failed = 0
failures: list[str] = []
for test_fn in ALL_DELTA_CHANNEL_KEEPSET_TESTS:
try:
await test_fn(saver)
passed += 1
if on_test_result:
on_test_result("delta_channel_keepset", test_fn.__name__, True, None)
except Exception:
failed += 1
msg = f"{test_fn.__name__}: {traceback.format_exc()}"
failures.append(msg)
if on_test_result:
on_test_result(
"delta_channel_keepset",
test_fn.__name__,
False,
traceback.format_exc(),
)
return passed, failed, failures
@@ -1,164 +0,0 @@
"""DELTA_CHANNEL_RECONSTRUCTION capability tests — end-to-end round-trip.
Exercises: aput + aput_writes + aget_delta_channel_history + reconstruction.
This catches the most common silent-corruption mode: failing to round-trip
`_DeltaSnapshot` blobs through serialization.
NOTE: This test does NOT import from `langgraph` (which is not a dependency
of checkpoint-conformance). Instead it inlines a minimal reconstruction
equivalent: seed + fold writes through a simple list-append reducer.
"""
from __future__ import annotations
import traceback
from collections.abc import Callable
from typing import Any
from uuid import uuid4
from langgraph.checkpoint.base import BaseCheckpointSaver
from langgraph.checkpoint.conformance.spec._delta_fixtures import build_delta_chain
def _reconstruct(seed: Any, writes: list) -> list:
"""Minimal DeltaChannel reconstruction: list-append reducer.
Mirrors DeltaChannel.from_checkpoint(seed) + replay_writes(writes).
"""
from langgraph.checkpoint.serde.types import _DeltaSnapshot
if seed is None:
base: list = []
elif isinstance(seed, _DeltaSnapshot):
base = list(seed.value)
else:
base = list(seed)
for _task_id, _ch, value in writes:
base = base + value
return base
async def test_reconstruction_basic(
saver: BaseCheckpointSaver,
) -> None:
"""Reconstruct delta channel value from history matches expected."""
tid = str(uuid4())
# 5 steps: snapshot at 0 (value=[0]), writes at 1,2,3,4.
# Head = step 4. Walk from parent (step 3) collects writes 1,2,3.
configs = await build_delta_chain(
saver,
thread_id=tid,
channel="msgs",
snapshots_at_steps=[0],
total_steps=5,
write_value_fn=lambda step: [step],
)
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["msgs"])
history = result["msgs"]
seed = history.get("seed")
reconstructed = _reconstruct(seed, history["writes"])
# seed=[0] from step 0, writes from steps 1,2,3
expected = [0] + [1] + [2] + [3]
assert reconstructed == expected, (
f"Reconstructed {reconstructed} != expected {expected}"
)
async def test_reconstruction_mid_chain_snapshot(
saver: BaseCheckpointSaver,
) -> None:
"""Reconstruction works when snapshot is mid-chain."""
tid = str(uuid4())
# 6 steps: snapshots at 0 and 3, writes at 1,2,4,5.
# Head = step 5. Walk from step 4 stops at step 3 (snapshot).
# Collects writes from step 4.
configs = await build_delta_chain(
saver,
thread_id=tid,
channel="msgs",
snapshots_at_steps=[0, 3],
total_steps=6,
write_value_fn=lambda step: [step],
)
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["msgs"])
history = result["msgs"]
seed = history.get("seed")
reconstructed = _reconstruct(seed, history["writes"])
# Snapshot at step 3 = [3], write from step 4
expected = [3] + [4]
assert reconstructed == expected, (
f"Reconstructed {reconstructed} != expected {expected}"
)
async def test_reconstruction_no_snapshot(
saver: BaseCheckpointSaver,
) -> None:
"""Reconstruction from root (no snapshot) gives all writes accumulated."""
tid = str(uuid4())
# 4 steps: no snapshot, writes at 0,1,2,3.
# Head = step 3. Walk from step 2 collects writes 0,1,2.
configs = await build_delta_chain(
saver,
thread_id=tid,
channel="msgs",
snapshots_at_steps=[],
total_steps=4,
write_value_fn=lambda step: [step],
)
head = configs[-1]
result = await saver.aget_delta_channel_history(config=head, channels=["msgs"])
history = result["msgs"]
seed = history.get("seed")
reconstructed = _reconstruct(seed, history["writes"])
# No seed → start empty, writes from steps 0,1,2
expected = [0] + [1] + [2]
assert reconstructed == expected, (
f"Reconstructed {reconstructed} != expected {expected}"
)
ALL_DELTA_CHANNEL_RECONSTRUCTION_TESTS = [
test_reconstruction_basic,
test_reconstruction_mid_chain_snapshot,
test_reconstruction_no_snapshot,
]
async def run_delta_channel_reconstruction_tests(
saver: BaseCheckpointSaver,
on_test_result: Callable[[str, str, bool, str | None], None] | None = None,
) -> tuple[int, int, list[str]]:
"""Run all reconstruction tests. Returns (passed, failed, failure_names)."""
passed = 0
failed = 0
failures: list[str] = []
for test_fn in ALL_DELTA_CHANNEL_RECONSTRUCTION_TESTS:
try:
await test_fn(saver)
passed += 1
if on_test_result:
on_test_result(
"delta_channel_reconstruction", test_fn.__name__, True, None
)
except Exception:
failed += 1
msg = f"{test_fn.__name__}: {traceback.format_exc()}"
failures.append(msg)
if on_test_result:
on_test_result(
"delta_channel_reconstruction",
test_fn.__name__,
False,
traceback.format_exc(),
)
return passed, failed, failures
@@ -19,15 +19,6 @@ from langgraph.checkpoint.conformance.spec.test_delete_for_runs import (
from langgraph.checkpoint.conformance.spec.test_delete_thread import (
run_delete_thread_tests,
)
from langgraph.checkpoint.conformance.spec.test_delta_channel_history import (
run_delta_channel_history_tests,
)
from langgraph.checkpoint.conformance.spec.test_delta_channel_keepset import (
run_delta_channel_keepset_tests,
)
from langgraph.checkpoint.conformance.spec.test_delta_channel_reconstruction import (
run_delta_channel_reconstruction_tests,
)
from langgraph.checkpoint.conformance.spec.test_get_tuple import run_get_tuple_tests
from langgraph.checkpoint.conformance.spec.test_list import run_list_tests
from langgraph.checkpoint.conformance.spec.test_prune import run_prune_tests
@@ -44,9 +35,6 @@ _RUNNERS = {
Capability.DELETE_FOR_RUNS: run_delete_for_runs_tests,
Capability.COPY_THREAD: run_copy_thread_tests,
Capability.PRUNE: run_prune_tests,
Capability.DELTA_CHANNEL_HISTORY: run_delta_channel_history_tests,
Capability.DELTA_CHANNEL_KEEPSET: run_delta_channel_keepset_tests,
Capability.DELTA_CHANNEL_RECONSTRUCTION: run_delta_channel_reconstruction_tests,
}
@@ -43,11 +43,7 @@ asyncio_mode = "auto"
# The extended methods (acopy_thread, adelete_for_runs, aprune) are checked
# at runtime via capability detection and may not exist on the installed
# base class. Dict literal inference is also overly strict for RunnableConfig.
# Delta-channel tests import from `langgraph` (not a declared dep of this
# package — at test time it is installed alongside); private `_DeltaSnapshot`
# imports are intentional (beta surface).
unresolved-attribute = "ignore"
unresolved-import = "ignore"
invalid-argument-type = "ignore"
invalid-return-type = "ignore"
@@ -62,9 +58,6 @@ lint.select = [
lint.ignore = ["E501", "B008"]
target-version = "py310"
[tool.uv.sources]
langgraph-checkpoint = {path = "../checkpoint", editable = true}
[[tool.uv.index]]
name = "testpypi"
url = "https://test.pypi.org/simple/"
+526 -627
View File
File diff suppressed because it is too large Load Diff
-5
View File
@@ -6,11 +6,6 @@ Implementation of LangGraph CheckpointSaver that uses Postgres.
By default `langgraph-checkpoint-postgres` installs `psycopg` (Psycopg 3) without any extras. However, you can choose a specific installation that best suits your needs [here](https://www.psycopg.org/psycopg3/docs/basic/install.html) (for example, `psycopg[binary]`).
## Security
> [!IMPORTANT]
> Set `LANGGRAPH_STRICT_MSGPACK=true` or pass an explicit `allowed_msgpack_modules` list when creating your checkpointer. This restricts checkpoint deserialization to known-safe types, preventing code execution if the database is compromised. See the [langgraph-checkpoint README](https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint#serde) for details.
## Usage
> [!IMPORTANT]
@@ -2,9 +2,9 @@ from __future__ import annotations
import threading
from collections import defaultdict
from collections.abc import Iterator, Mapping, Sequence
from collections.abc import Iterator, Sequence
from contextlib import contextmanager
from typing import Any, cast
from typing import Any
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import (
@@ -13,25 +13,17 @@ from langgraph.checkpoint.base import (
Checkpoint,
CheckpointMetadata,
CheckpointTuple,
DeltaChannelHistory,
get_checkpoint_id,
get_serializable_checkpoint_metadata,
)
from langgraph.checkpoint.serde.base import SerializerProtocol
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from psycopg import Capabilities, Connection, Cursor, Pipeline
from psycopg.rows import DictRow, dict_row
from psycopg.types.json import Jsonb
from psycopg_pool import ConnectionPool
from langgraph.checkpoint.postgres import _internal
from langgraph.checkpoint.postgres.base import (
_DELTA_PAGE_SIZE,
BasePostgresSaver,
_build_delta_stage1_sql,
_build_delta_stage2_sql,
_DeltaStage2Row,
)
from langgraph.checkpoint.postgres.base import BasePostgresSaver
from langgraph.checkpoint.postgres.shallow import ShallowPostgresSaver
Conn = _internal.Conn # For backward compatibility
@@ -310,10 +302,7 @@ class PostgresSaver(BasePostgresSaver):
# others are stored in blobs table
blob_values = {}
for k, v in checkpoint["channel_values"].items():
if isinstance(v, _DeltaSnapshot):
blob_values[k] = copy["channel_values"].pop(k)
copy["channel_values"][k] = True
elif v is None or isinstance(v, (str, int, float, bool)):
if v is None or isinstance(v, (str, int, float, bool)):
pass
else:
blob_values[k] = copy["channel_values"].pop(k)
@@ -441,114 +430,6 @@ class PostgresSaver(BasePostgresSaver):
with conn.cursor(binary=True, row_factory=dict_row) as cur:
yield cur
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Fast-path override of `BaseCheckpointSaver.get_delta_channel_history`.
Two-stage query, both stages cover ALL requested channels:
* 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
`chain_cids`, plus one branch per channel that has a seed reading
`checkpoint_blobs` for that channel + version. Avoids the
over-fetch of a single `channel = ANY(channels)` filter when
channels have different chain depths.
"""
if not channels:
return {}
channels = list(channels)
thread_id = config["configurable"]["thread_id"]
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
if checkpoint_id is None:
target = self.get_tuple(config)
if target is None:
return {ch: {"writes": []} for ch in channels}
checkpoint_id = target.config["configurable"]["checkpoint_id"]
# 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)
parent_of: dict[str, str | None] = {}
ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
walk_cursor_by_ch: dict[str, str | None] = {}
seeded: set[str] = set()
cursor: str | None = None
with self._cursor() as cur:
while True:
stage1_params: list[Any] = []
for ch in channels:
stage1_params.extend([ch, ch])
stage1_params.extend(
[thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
)
cur.execute(stage1_sql, stage1_params)
page = cur.fetchall()
if not page:
break
oldest = self._ingest_stage1_page(
cast("list[Mapping[str, Any]]", page),
channels,
parent_of,
ver_by_i_by_cid,
hs_by_i_by_cid,
)
self._try_advance_walks(
checkpoint_id,
channels,
parent_of,
ver_by_i_by_cid,
hs_by_i_by_cid,
chain_by_ch,
seed_ver_by_ch,
walk_cursor_by_ch,
seeded,
)
# Stop if every channel is seeded, or the page was short
# (chain exhausted — no more rows to fetch).
if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
break
cursor = oldest
# Stage 2: per-channel UNION ALL — one writes branch per channel
# with non-empty chain, plus one blob branch per seeded channel.
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]
stage2_sql = _build_delta_stage2_sql(
channels_with_chain=channels_with_chain,
channels_with_seed=channels_with_seed,
)
if stage2_sql:
stage2_params: list[Any] = []
for ch in channels_with_chain:
stage2_params.extend([thread_id, checkpoint_ns, ch, chain_by_ch[ch]])
for ch in channels_with_seed:
stage2_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
with self._cursor() as cur:
cur.execute(stage2_sql, stage2_params)
stage2_rows = cur.fetchall()
else:
stage2_rows = []
return self._build_delta_channels_writes_history(
channels=channels,
chain_by_ch=chain_by_ch,
seed_ver_by_ch=seed_ver_by_ch,
stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
)
def _load_checkpoint_tuple(self, value: DictRow) -> CheckpointTuple:
"""
Convert a database row into a CheckpointTuple object.
@@ -2,9 +2,9 @@ from __future__ import annotations
import asyncio
from collections import defaultdict
from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
from collections.abc import AsyncIterator, Iterator, Sequence
from contextlib import asynccontextmanager
from typing import Any, cast
from typing import Any
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import (
@@ -13,25 +13,17 @@ from langgraph.checkpoint.base import (
Checkpoint,
CheckpointMetadata,
CheckpointTuple,
DeltaChannelHistory,
get_checkpoint_id,
get_serializable_checkpoint_metadata,
)
from langgraph.checkpoint.serde.base import SerializerProtocol
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline, Capabilities
from psycopg.rows import DictRow, dict_row
from psycopg.types.json import Jsonb
from psycopg_pool import AsyncConnectionPool
from langgraph.checkpoint.postgres import _ainternal
from langgraph.checkpoint.postgres.base import (
_DELTA_PAGE_SIZE,
BasePostgresSaver,
_build_delta_stage1_sql,
_build_delta_stage2_sql,
_DeltaStage2Row,
)
from langgraph.checkpoint.postgres.base import BasePostgresSaver
from langgraph.checkpoint.postgres.shallow import AsyncShallowPostgresSaver
Conn = _ainternal.Conn # For backward compatibility
@@ -269,10 +261,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
# others are stored in blobs table
blob_values = {}
for k, v in checkpoint["channel_values"].items():
if isinstance(v, _DeltaSnapshot):
blob_values[k] = copy["channel_values"].pop(k)
copy["channel_values"][k] = True
elif v is None or isinstance(v, (str, int, float, bool)):
if v is None or isinstance(v, (str, int, float, bool)):
pass
else:
blob_values[k] = copy["channel_values"].pop(k)
@@ -402,97 +391,6 @@ class AsyncPostgresSaver(BasePostgresSaver):
async with conn.cursor(binary=True, row_factory=dict_row) as cur:
yield cur
async def aget_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Fast-path override of `BaseCheckpointSaver.aget_delta_channel_history`.
See `PostgresSaver.get_delta_channel_history` for design notes; this is
the async equivalent with internal stage-1 paging and per-channel
UNION ALL stage-2.
"""
if not channels:
return {}
channels = list(channels)
thread_id = config["configurable"]["thread_id"]
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
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)
parent_of: dict[str, str | None] = {}
ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
walk_cursor_by_ch: dict[str, str | None] = {}
seeded: set[str] = set()
cursor: str | None = None
async with self._cursor() as cur:
while True:
stage1_params: list[Any] = []
for ch in channels:
stage1_params.extend([ch, ch])
stage1_params.extend(
[thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
)
await cur.execute(stage1_sql, stage1_params)
page = await cur.fetchall()
if not page:
break
oldest = self._ingest_stage1_page(
cast("list[Mapping[str, Any]]", page),
channels,
parent_of,
ver_by_i_by_cid,
hs_by_i_by_cid,
)
self._try_advance_walks(
checkpoint_id,
channels,
parent_of,
ver_by_i_by_cid,
hs_by_i_by_cid,
chain_by_ch,
seed_ver_by_ch,
walk_cursor_by_ch,
seeded,
)
if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
break
cursor = oldest
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]
stage2_sql = _build_delta_stage2_sql(
channels_with_chain=channels_with_chain,
channels_with_seed=channels_with_seed,
)
if stage2_sql:
stage2_params: list[Any] = []
for ch in channels_with_chain:
stage2_params.extend([thread_id, checkpoint_ns, ch, chain_by_ch[ch]])
for ch in channels_with_seed:
stage2_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
async with self._cursor() as cur:
await cur.execute(stage2_sql, stage2_params)
stage2_rows = await cur.fetchall()
else:
stage2_rows = []
return self._build_delta_channels_writes_history(
channels=channels,
chain_by_ch=chain_by_ch,
seed_ver_by_ch=seed_ver_by_ch,
stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
)
async def _load_checkpoint_tuple(self, value: DictRow) -> CheckpointTuple:
"""
Convert a database row into a CheckpointTuple object.
@@ -2,26 +2,20 @@ from __future__ import annotations
import random
import warnings
from collections.abc import Mapping, Sequence
from collections.abc import Sequence
from importlib.metadata import version as get_version
from typing import Any, TypedDict, cast
from typing import Any, cast
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import (
WRITES_IDX_MAP,
BaseCheckpointSaver,
ChannelVersions,
DeltaChannelHistory,
PendingWrite,
get_checkpoint_id,
)
from langgraph.checkpoint.serde.types import TASKS
from psycopg.types.json import Jsonb
# Page size for stage-1 paged scan in `get_delta_channel_history`. Internal
# constant — exposing this as a kwarg is left as a follow-up.
_DELTA_PAGE_SIZE = 1024
MetadataInput = dict[str, Any] | None
try:
@@ -159,141 +153,6 @@ INSERT_CHECKPOINT_WRITES_SQL = """
"""
class _DeltaStage2Row(TypedDict, total=False):
"""One row from `_build_delta_stage2_sql` (a UNION ALL of writes and blobs)."""
_kind: str # "w" or "b"
checkpoint_id: str | None # "w" rows only
channel: str | None # set on both "w" and "b" rows
type: str | None
blob: bytes | None
task_id: str | None # "w" rows only
idx: int | None # "w" rows only
version: str | None # "b" rows only
# Multi-channel two-stage DeltaChannel reconstruction.
#
# Stage 1 scans checkpoint metadata (no blob bytes) and emits one row per
# checkpoint with K parallel JSONB key lookups (one column pair per
# requested delta channel: ver_i / hs_i). No subqueries, no aggregation.
# Python walks the parent chain once across all channels.
#
# Stage 2 fetches all writes and the seed blobs for ALL channels in a
# single roundtrip via `channel = ANY(%s)` and chain/seed-version
# filtering.
#
# Empirical comparison vs an alternative "ship full channel_versions /
# channel_values JSONB and let Python pick" form (1000 checkpoints,
# 8 total channels in graph, 3 delta channels requested):
#
# Postgres execution: A=0.24ms vs B=0.38ms (both negligible)
# End-to-end latency: A=6.83ms vs B=2.28ms (B is 3.0x faster)
# Wire payload: A=836KB vs B=330KB (61% smaller)
# Buffer hits: identical (167 blocks)
#
# B (this dynamic-columns design) wins because it avoids JSONB
# serialization on the wire and JSONB-to-dict deserialization in
# psycopg. Even at K=8 (8 delta channels = 16 dynamic columns), B
# still beats A end-to-end (4.2ms vs 6.8ms).
def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
"""Build stage 1 SQL with 2K parallel JSONB key lookups.
For channels=["messages", "files"] (with `paged=True`) the result is::
SELECT checkpoint_id, parent_checkpoint_id,
checkpoint -> 'channel_versions' ->> %s AS ver_0,
(checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_0,
checkpoint -> 'channel_versions' ->> %s AS ver_1,
(checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_1
FROM checkpoints
WHERE thread_id = %s AND checkpoint_ns = %s
AND (%s::text IS NULL OR checkpoint_id < %s)
ORDER BY checkpoint_id DESC
LIMIT %s
Channel names are passed as `%s` parameters (safe from SQL injection).
Only the column aliases `ver_i` / `hs_i` are interpolated into the
SQL string (i is bounded by len(channels) and uses safe identifiers).
Caller must extend params with `[ch_0, ch_0, ch_1, ch_1, ...,
thread_id, ns, cursor, cursor, page_size]` when `paged=True`.
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.
"""
cols = []
for i in range(len(channels)):
cols.append(
f"checkpoint -> 'channel_versions' ->> %s AS ver_{i}, "
f"(checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_{i}"
)
sql = (
"SELECT checkpoint_id, parent_checkpoint_id, "
+ ", ".join(cols)
+ " FROM checkpoints WHERE thread_id = %s AND checkpoint_ns = %s"
)
if paged:
sql += (
" AND (%s::text IS NULL OR checkpoint_id < %s)"
" ORDER BY checkpoint_id DESC LIMIT %s"
)
return sql
def _build_delta_stage2_sql(
*,
channels_with_chain: Sequence[str],
channels_with_seed: Sequence[str],
) -> str:
"""Build stage 2 SQL as a per-channel UNION ALL.
For each channel with a non-empty chain, emit one branch reading
`checkpoint_writes` for that specific channel + chain_cids. For each
channel with a seed_version, emit one branch reading `checkpoint_blobs`
for that channel + version. This avoids the over-fetch of the prior
`channel = ANY(channels) AND checkpoint_id = ANY(union)` form when
channels have different chain depths.
The caller must pass parameters in matching order:
for ch in channels_with_chain:
params += [thread_id, checkpoint_ns, ch, chain_cids[ch]]
for ch in channels_with_seed:
params += [thread_id, checkpoint_ns, ch, seed_version[ch]]
Returns an empty SQL string if both channel lists are empty (caller
must skip executing in that case).
"""
branches: list[str] = []
for _ in channels_with_chain:
branches.append(
"SELECT 'w'::text AS _kind, "
"checkpoint_id, channel, "
"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)"
)
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::int AS idx, version "
"FROM checkpoint_blobs "
"WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s "
"AND version = %s"
)
return " UNION ALL ".join(branches)
# 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]):
SELECT_SQL = SELECT_SQL
SELECT_PENDING_SENDS_SQL = SELECT_PENDING_SENDS_SQL
@@ -336,146 +195,6 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
if t.decode() != "empty"
}
@staticmethod
def _ingest_stage1_page(
stage1_rows: Sequence[Mapping[str, Any]],
channels: Sequence[str],
parent_of: dict[str, str | None],
ver_by_i_by_cid: list[dict[str, str | None]],
hs_by_i_by_cid: list[dict[str, bool]],
) -> str | None:
"""Fold one stage-1 page into the running walk-state mappings.
Returns the oldest checkpoint_id seen on this page (smallest, since
pages come back DESC). Caller uses it as the cursor for the next
page (`AND checkpoint_id < cursor`).
"""
oldest: str | None = None
for r in stage1_rows:
cid = cast(str, r["checkpoint_id"])
parent_of[cid] = cast("str | None", r["parent_checkpoint_id"])
for i in range(len(channels)):
ver_by_i_by_cid[i][cid] = cast("str | None", r.get(f"ver_{i}"))
hs_by_i_by_cid[i][cid] = bool(r.get(f"hs_{i}"))
# Rows are DESC; the last one is the smallest cid in the page.
oldest = cid
return oldest
@staticmethod
def _try_advance_walks(
target_id: str,
channels: Sequence[str],
parent_of: Mapping[str, str | None],
ver_by_i_by_cid: Sequence[Mapping[str, str | None]],
hs_by_i_by_cid: Sequence[Mapping[str, bool]],
chain_by_ch: dict[str, list[str]],
seed_ver_by_ch: dict[str, str | None],
walk_cursor_by_ch: dict[str, str | None],
seeded: set[str],
) -> None:
"""Advance each not-yet-seeded channel's walk as far as possible.
Uses the partial `parent_of` map accumulated so far. A walk stops
either because:
(a) it found a snapshot for its channel (channel becomes seeded),
(b) it reached a real root (parent_of[cid] is None — fully
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).
Mutates `chain_by_ch`, `seed_ver_by_ch`, `walk_cursor_by_ch`, and
`seeded` in place.
"""
for i, ch in enumerate(channels):
if ch in seeded:
continue
# First-time entry: cursor starts at the target's parent.
if ch not in walk_cursor_by_ch:
walk_cursor_by_ch[ch] = parent_of.get(target_id)
cur_cid = walk_cursor_by_ch[ch]
ch_chain = chain_by_ch[ch]
hs_i = hs_by_i_by_cid[i]
ver_i = ver_by_i_by_cid[i]
while cur_cid is not None:
if cur_cid not in parent_of:
# Need more pages to continue this walk.
break
ch_chain.append(cur_cid)
if hs_i.get(cur_cid, False):
seed_ver_by_ch[ch] = ver_i.get(cur_cid)
seeded.add(ch)
cur_cid = None
break
cur_cid = parent_of[cur_cid]
walk_cursor_by_ch[ch] = cur_cid
def _build_delta_channels_writes_history(
self,
*,
channels: Sequence[str],
chain_by_ch: Mapping[str, list[str]],
seed_ver_by_ch: Mapping[str, str | None],
stage2_rows: Sequence[_DeltaStage2Row],
) -> dict[str, DeltaChannelHistory]:
"""Demux stage 2 rows per channel; produce per-channel histories.
stage2_rows carry `channel` on every row. We build per-channel
`writes_by_cid` and per-channel `seed_blob` dicts, then assemble
a `DeltaChannelHistory` per requested channel. The `seed` key is omitted
when the walk reached root with no snapshot found, 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)
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]] = {}
for r in stage2_rows:
ch = cast(str, r["channel"])
kind = r["_kind"]
if kind == "w":
cid = cast(str, r["checkpoint_id"])
writes_by_ch_by_cid.setdefault(ch, {}).setdefault(cid, []).append(
cast(
"tuple[str, bytes, str, int]",
(r["type"], r["blob"], r["task_id"], r["idx"]),
)
)
else: # kind == "b"
ver = cast(str, r["version"])
seed_blob_by_ver[(ch, ver)] = cast(
"tuple[str, bytes]", (r["type"], r["blob"])
)
# 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: (w[2], w[3]), reverse=True)
result: dict[str, DeltaChannelHistory] = {}
for ch in channels:
chain_cids = chain_by_ch.get(ch, [])
seed_version = seed_ver_by_ch.get(ch)
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 in cid_writes.get(cid, []):
val = self.serde.loads_typed((type_tag, write_blob))
collected.append((task_id, ch, val))
collected.reverse()
entry: DeltaChannelHistory = {"writes": collected}
if seed_version is not None:
blob = seed_blob_by_ver.get((ch, seed_version))
if blob is not None and blob[0] != "empty":
entry["seed"] = self.serde.loads_typed(blob)
result[ch] = entry
return result
def _dump_blobs(
self,
thread_id: str,
+3 -3
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph-checkpoint-postgres"
version = "3.1.0a4"
version = "3.0.5"
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>=4.1.0a4,<5.0.0",
"langgraph-checkpoint>=2.1.2,<5.0.0",
"orjson>=3.11.5",
"psycopg>=3.2.0",
"psycopg-pool>=3.2.0",
@@ -20,7 +20,7 @@ dependencies = [
[project.urls]
Source = "https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint-postgres"
Twitter = "https://x.com/langchain_oss"
Twitter = "https://x.com/LangChain"
Slack = "https://www.langchain.com/join-community"
Reddit = "https://www.reddit.com/r/LangChain/"
+2 -46
View File
@@ -361,9 +361,9 @@ async def test_get_checkpoint_no_channel_values(
load_checkpoint_tuple = saver._load_checkpoint_tuple
async def patched_load_checkpoint_tuple(value):
def patched_load_checkpoint_tuple(value):
value["checkpoint"].pop("channel_values", None)
return await load_checkpoint_tuple(value)
return load_checkpoint_tuple(value)
monkeypatch.setattr(
saver, "_load_checkpoint_tuple", patched_load_checkpoint_tuple
@@ -371,47 +371,3 @@ async def test_get_checkpoint_no_channel_values(
checkpoint = await saver.aget_tuple(config)
assert checkpoint.checkpoint["channel_values"] == {}
@pytest.mark.parametrize("saver_name", ["base", "pool", "pipe"])
async def test_delta_channel_chain_reconstruction(saver_name: str) -> None:
"""AsyncPostgresSaver reconstructs DeltaChannel chain via point-lookup traversal."""
pytest.importorskip(
"langgraph.channels.delta", reason="langgraph core not installed"
)
from typing import Annotated
from langchain_core.messages import AIMessage, HumanMessage
from langgraph.channels.delta import DeltaChannel
from langgraph.graph import START, StateGraph
from langgraph.graph.message import _messages_delta_reducer
from typing_extensions import TypedDict
class State(TypedDict):
messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
def respond(state: State) -> dict:
n = len(state["messages"])
return {"messages": [AIMessage(content=f"reply-{n}", id=f"ai-{n}")]}
builder = StateGraph(State)
builder.add_node("respond", respond)
builder.add_edge(START, "respond")
async with _saver(saver_name) as saver:
graph = builder.compile(checkpointer=saver)
config = {"configurable": {"thread_id": "diff-channel-test-1"}}
await graph.ainvoke({"messages": [HumanMessage(content="hi", id="h1")]}, config)
await graph.ainvoke(
{"messages": [HumanMessage(content="there", id="h2")]}, config
)
state = await graph.aget_state(config)
msgs = state.values["messages"]
assert len(msgs) == 4, f"expected 4, got {len(msgs)}: {msgs}"
assert msgs[0].content == "hi"
assert msgs[1].content == "reply-1"
assert msgs[2].content == "there"
assert msgs[3].content == "reply-3"
+75 -211
View File
@@ -1,10 +1,6 @@
version = 1
revision = 3
requires-python = ">=3.10"
resolution-markers = [
"python_full_version >= '3.15'",
"python_full_version < '3.15'",
]
[[package]]
name = "annotated-types"
@@ -244,11 +240,10 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.3.2"
version = "1.2.22"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "jsonpatch" },
{ name = "langchain-protocol" },
{ name = "langsmith" },
{ name = "packaging" },
{ name = "pydantic" },
@@ -257,26 +252,14 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
sdist = { url = "https://files.pythonhosted.org/packages/a8/03/7219502e8ca728d65eb44d7a3eb60239230742a70dbfc9241b9bfd61c4ab/langchain_core-1.3.2.tar.gz", hash = "sha256:fd7a50b2f28ba561fd9d7f5d2760bc9e06cf00cdf820a3ccafe88a94ffa8d5b7", size = 911813, upload-time = "2026-04-24T15:49:23.699Z" }
sdist = { url = "https://files.pythonhosted.org/packages/b1/a3/c4cd6827a1df46c821e7214b7f7b7a28b189e6c9b84ef15c6d629c5e3179/langchain_core-1.2.22.tar.gz", hash = "sha256:8d8f726d03d3652d403da915126626bb6250747e8ba406537d849e68b9f5d058", size = 842487, upload-time = "2026-03-24T18:48:44.9Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/7d/d5/8fa4431007cbb7cfed7590f4d6a5dea3ad724f4174d248f6642ef5ce7d05/langchain_core-1.3.2-py3-none-any.whl", hash = "sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274", size = 542390, upload-time = "2026-04-24T15:49:21.991Z" },
]
[[package]]
name = "langchain-protocol"
version = "0.0.15"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
{ url = "https://files.pythonhosted.org/packages/c7/a6/2ffacf0f1a3788f250e75d0b52a24896c413be11be3a6d42bcdf46fbea48/langchain_core-1.2.22-py3-none-any.whl", hash = "sha256:7e30d586b75918e828833b9ec1efc25465723566845dd652c277baf751e9c04b", size = 506829, upload-time = "2026-03-24T18:48:43.286Z" },
]
[[package]]
name = "langgraph-checkpoint"
version = "4.1.0a4"
version = "4.0.1"
source = { editable = "../checkpoint" }
dependencies = [
{ name = "langchain-core" },
@@ -324,7 +307,7 @@ test = [
[[package]]
name = "langgraph-checkpoint-postgres"
version = "3.1.0a4"
version = "3.0.5"
source = { editable = "." }
dependencies = [
{ name = "langgraph-checkpoint" },
@@ -399,7 +382,7 @@ test = [
[[package]]
name = "langsmith"
version = "0.7.31"
version = "0.6.4"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
@@ -409,12 +392,11 @@ dependencies = [
{ name = "requests" },
{ name = "requests-toolbelt" },
{ name = "uuid-utils" },
{ name = "xxhash" },
{ name = "zstandard" },
]
sdist = { url = "https://files.pythonhosted.org/packages/e6/11/696019490992db5c87774dc20515529ef42a01e1d770fb754ed6d9b12fb0/langsmith-0.7.31.tar.gz", hash = "sha256:331ee4f7c26bb5be4022b9859b7d7b122cbf8c9d01d9f530114c1914b0349ffb", size = 1178480, upload-time = "2026-04-14T17:55:41.242Z" }
sdist = { url = "https://files.pythonhosted.org/packages/e7/85/9c7933052a997da1b85bc5c774f3865e9b1da1c8d71541ea133178b13229/langsmith-0.6.4.tar.gz", hash = "sha256:36f7223a01c218079fbb17da5e536ebbaf5c1468c028abe070aa3ae59bc99ec8", size = 919964, upload-time = "2026-01-15T20:02:28.873Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/a1/a013cf458c301cda86a213dd153ce0a01c93f1ab5833f951e6a44c9763ce/langsmith-0.7.31-py3-none-any.whl", hash = "sha256:0291d49203f6e80dda011af1afda61eb0595a4d697adb684590a8805e1d61fb6", size = 373276, upload-time = "2026-04-14T17:55:39.677Z" },
{ url = "https://files.pythonhosted.org/packages/66/0f/09a6637a7ba777eb307b7c80852d9ee26438e2bdafbad6fcc849ff9d9192/langsmith-0.6.4-py3-none-any.whl", hash = "sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486", size = 283503, upload-time = "2026-01-15T20:02:26.662Z" },
]
[[package]]
@@ -504,7 +486,7 @@ wheels = [
[[package]]
name = "mypy"
version = "1.20.2"
version = "1.20.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "librt", marker = "platform_python_implementation != 'PyPy'" },
@@ -513,51 +495,51 @@ dependencies = [
{ name = "tomli", marker = "python_full_version < '3.11'" },
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/04/af/e3d4b3e9ec91a0ff9aabfdb38692952acf49bbb899c2e4c29acb3a6da3ae/mypy-1.20.2.tar.gz", hash = "sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665", size = 3817349, upload-time = "2026-04-21T17:12:28.473Z" }
sdist = { url = "https://files.pythonhosted.org/packages/f8/5c/b0089fe7fef0a994ae5ee07029ced0526082c6cfaaa4c10d40a10e33b097/mypy-1.20.0.tar.gz", hash = "sha256:eb96c84efcc33f0b5e0e04beacf00129dd963b67226b01c00b9dfc8affb464c3", size = 3815028, upload-time = "2026-03-31T16:55:14.959Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/76/97/ce2502df2cecf2ef997b6c6527c4a223b92feb9e7b790cdc8dcd683f3a8a/mypy-1.20.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4", size = 14457059, upload-time = "2026-04-21T17:06:14.935Z" },
{ url = "https://files.pythonhosted.org/packages/c9/34/417ee60b822cc80c0f3dc9f495ad7fd8dbb8d8b2cf4baf22d4046d25d01d/mypy-1.20.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997", size = 13346816, upload-time = "2026-04-21T17:10:41.433Z" },
{ url = "https://files.pythonhosted.org/packages/4a/85/e20951978702df58379d0bcc2e8f7ccdca4e78cd7dc66dd3ddbf9b29d517/mypy-1.20.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14", size = 13772593, upload-time = "2026-04-21T17:08:11.24Z" },
{ url = "https://files.pythonhosted.org/packages/63/a5/5441a13259ec516c56fd5de0fd96a69a9590ae6c5e5d3e5174aa84b97973/mypy-1.20.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99", size = 14656635, upload-time = "2026-04-21T17:09:54.042Z" },
{ url = "https://files.pythonhosted.org/packages/3b/51/b89c69157c5e1f19fd125a65d991166a26906e7902f026f00feebbcfa2b9/mypy-1.20.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c", size = 14943278, upload-time = "2026-04-21T17:09:15.599Z" },
{ url = "https://files.pythonhosted.org/packages/e9/44/6b0eeecfe96d7cce1d71c66b8e03cb304aa70ec11f1955dc1d6b46aca3c3/mypy-1.20.2-cp310-cp310-win_amd64.whl", hash = "sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd", size = 10851915, upload-time = "2026-04-21T17:06:03.5Z" },
{ url = "https://files.pythonhosted.org/packages/3c/36/6593dc88545d75fb96416184be5392da5e2a8e8c2802a8597913e16ae25c/mypy-1.20.2-cp310-cp310-win_arm64.whl", hash = "sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2", size = 9786676, upload-time = "2026-04-21T17:07:02.035Z" },
{ url = "https://files.pythonhosted.org/packages/1f/4d/9ebeae211caccbdaddde7ed5e31dfcf57faac66be9b11deb1dc6526c8078/mypy-1.20.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c", size = 14371307, upload-time = "2026-04-21T17:08:56.442Z" },
{ url = "https://files.pythonhosted.org/packages/95/d7/93473d34b61f04fac1aecc01368485c89c5c4af7a4b9a0cab5d77d04b63f/mypy-1.20.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3", size = 13258917, upload-time = "2026-04-21T17:05:50.978Z" },
{ url = "https://files.pythonhosted.org/packages/e2/30/3dd903e8bafb7b5f7bf87fcd58f8382086dea2aa19f0a7b357f21f63071b/mypy-1.20.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254", size = 13700516, upload-time = "2026-04-21T17:11:33.161Z" },
{ url = "https://files.pythonhosted.org/packages/07/05/c61a140aba4c729ac7bc99ae26fc627c78a6e08f5b9dd319244ea71a3d7e/mypy-1.20.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98", size = 14562889, upload-time = "2026-04-21T17:05:27.674Z" },
{ url = "https://files.pythonhosted.org/packages/fd/87/da78243742ffa8a36d98c3010f0d829f93d5da4e6786f1a1a6f2ad616502/mypy-1.20.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac", size = 14803844, upload-time = "2026-04-21T17:10:06.2Z" },
{ url = "https://files.pythonhosted.org/packages/37/52/10a1ddf91b40f843943a3c6db51e2df59c9e237f29d355e95eaab427461f/mypy-1.20.2-cp311-cp311-win_amd64.whl", hash = "sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67", size = 10846300, upload-time = "2026-04-21T17:12:23.886Z" },
{ url = "https://files.pythonhosted.org/packages/20/02/f9a4415b664c53bd34d6709be59da303abcae986dc4ac847b402edb6fa1e/mypy-1.20.2-cp311-cp311-win_arm64.whl", hash = "sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100", size = 9779498, upload-time = "2026-04-21T17:09:23.695Z" },
{ url = "https://files.pythonhosted.org/packages/71/4e/7560e4528db9e9b147e4c0f22660466bf30a0a1fe3d63d1b9d3b0fd354ee/mypy-1.20.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b", size = 14539393, upload-time = "2026-04-21T17:07:12.52Z" },
{ url = "https://files.pythonhosted.org/packages/32/d9/34a5efed8124f5a9234f55ac6a4ced4201e2c5b81e1109c49ad23190ec8c/mypy-1.20.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4", size = 13361642, upload-time = "2026-04-21T17:06:53.742Z" },
{ url = "https://files.pythonhosted.org/packages/d1/14/eb377acf78c03c92d566a1510cda8137348215b5335085ef662ab82ecd3a/mypy-1.20.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6", size = 13740347, upload-time = "2026-04-21T17:12:04.73Z" },
{ url = "https://files.pythonhosted.org/packages/b9/94/7e4634a32b641aa1c112422eed1bbece61ee16205f674190e8b536f884de/mypy-1.20.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066", size = 14734042, upload-time = "2026-04-21T17:07:43.16Z" },
{ url = "https://files.pythonhosted.org/packages/7a/f3/f7e62395cb7f434541b4491a01149a4439e28ace4c0c632bbf5431e92d1f/mypy-1.20.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102", size = 14964958, upload-time = "2026-04-21T17:11:00.665Z" },
{ url = "https://files.pythonhosted.org/packages/3e/0d/47e3c3a0ec2a876e35aeac365df3cac7776c36bbd4ed18cc521e1b9d255b/mypy-1.20.2-cp312-cp312-win_amd64.whl", hash = "sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9", size = 10911340, upload-time = "2026-04-21T17:10:49.179Z" },
{ url = "https://files.pythonhosted.org/packages/d6/b2/6c852d72e0ea8b01f49da817fb52539993cde327e7d010e0103dc12d0dac/mypy-1.20.2-cp312-cp312-win_arm64.whl", hash = "sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58", size = 9833947, upload-time = "2026-04-21T17:09:05.267Z" },
{ url = "https://files.pythonhosted.org/packages/5b/c4/b93812d3a192c9bcf5df405bd2f30277cd0e48106a14d1023c7f6ed6e39b/mypy-1.20.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026", size = 14524670, upload-time = "2026-04-21T17:10:30.737Z" },
{ url = "https://files.pythonhosted.org/packages/f3/47/42c122501bff18eaf1e8f457f5c017933452d8acdc52918a9f59f6812955/mypy-1.20.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943", size = 13336218, upload-time = "2026-04-21T17:08:44.069Z" },
{ url = "https://files.pythonhosted.org/packages/92/8f/75bbc92f41725fbd585fb17b440b1119b576105df1013622983e18640a93/mypy-1.20.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517", size = 13724906, upload-time = "2026-04-21T17:08:01.02Z" },
{ url = "https://files.pythonhosted.org/packages/a1/32/4c49da27a606167391ff0c39aa955707a00edc500572e562f7c36c08a71f/mypy-1.20.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15", size = 14726046, upload-time = "2026-04-21T17:11:22.354Z" },
{ url = "https://files.pythonhosted.org/packages/7f/fc/4e354a1bd70216359deb0c9c54847ee6b32ef78dfb09f5131ff99b494078/mypy-1.20.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee", size = 14955587, upload-time = "2026-04-21T17:12:16.033Z" },
{ url = "https://files.pythonhosted.org/packages/62/b2/c0f2056e9eb8f08c62cafd9715e4584b89132bdc832fcf85d27d07b5f3e5/mypy-1.20.2-cp313-cp313-win_amd64.whl", hash = "sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f", size = 10922681, upload-time = "2026-04-21T17:06:35.842Z" },
{ url = "https://files.pythonhosted.org/packages/e5/14/065e333721f05de8ef683d0aa804c23026bcc287446b61cac657b902ccac/mypy-1.20.2-cp313-cp313-win_arm64.whl", hash = "sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330", size = 9830560, upload-time = "2026-04-21T17:07:51.023Z" },
{ url = "https://files.pythonhosted.org/packages/ae/d1/b4ec96b0ecc620a4443570c6e95c867903428cfcde4206518eafdd5880c3/mypy-1.20.2-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30", size = 14524561, upload-time = "2026-04-21T17:06:27.325Z" },
{ url = "https://files.pythonhosted.org/packages/3a/63/d2c2ff4fa66bc49477d32dfa26e8a167ba803ea6a69c5efb416036909d30/mypy-1.20.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924", size = 13363883, upload-time = "2026-04-21T17:11:11.239Z" },
{ url = "https://files.pythonhosted.org/packages/2a/56/983916806bf4eddeaaa2c9230903c3669c6718552a921154e1c5182c701f/mypy-1.20.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb", size = 13742945, upload-time = "2026-04-21T17:08:34.181Z" },
{ url = "https://files.pythonhosted.org/packages/19/65/0cd9285ab010ee8214c83d67c6b49417c40d86ce46f1aa109457b5a9b8d7/mypy-1.20.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc", size = 14706163, upload-time = "2026-04-21T17:05:15.51Z" },
{ url = "https://files.pythonhosted.org/packages/94/97/48ff3b297cafcc94d185243a9190836fb1b01c1b0918fff64e941e973cc9/mypy-1.20.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558", size = 14938677, upload-time = "2026-04-21T17:05:39.562Z" },
{ url = "https://files.pythonhosted.org/packages/fd/a1/1b4233d255bdd0b38a1f284feeb1c143ca508c19184964e22f8d837ec851/mypy-1.20.2-cp314-cp314-win_amd64.whl", hash = "sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8", size = 11089322, upload-time = "2026-04-21T17:06:44.29Z" },
{ url = "https://files.pythonhosted.org/packages/78/c2/ce7ee2ba36aeb954ba50f18fa25d9c1188578654b97d02a66a15b6f09531/mypy-1.20.2-cp314-cp314-win_arm64.whl", hash = "sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3", size = 10017775, upload-time = "2026-04-21T17:07:20.732Z" },
{ url = "https://files.pythonhosted.org/packages/4e/a1/9d93a7d0b5859af0ead82b4888b46df6c8797e1bc5e1e262a08518c6d48e/mypy-1.20.2-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609", size = 15549002, upload-time = "2026-04-21T17:08:23.107Z" },
{ url = "https://files.pythonhosted.org/packages/00/d2/09a6a10ee1bf0008f6c144d9676f2ca6a12512151b4e0ad0ff6c4fac5337/mypy-1.20.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2", size = 14401942, upload-time = "2026-04-21T17:07:31.837Z" },
{ url = "https://files.pythonhosted.org/packages/57/da/9594b75c3c019e805250bed3583bdf4443ff9e6ef08f97e39ae308cb06f2/mypy-1.20.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c", size = 15041649, upload-time = "2026-04-21T17:09:34.653Z" },
{ url = "https://files.pythonhosted.org/packages/97/77/f75a65c278e6e8eba2071f7f5a90481891053ecc39878cc444634d892abe/mypy-1.20.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744", size = 15864588, upload-time = "2026-04-21T17:11:44.936Z" },
{ url = "https://files.pythonhosted.org/packages/d7/46/1a4e1c66e96c1a3246ddf5403d122ac9b0a8d2b7e65730b9d6533ba7a6d3/mypy-1.20.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6", size = 16093956, upload-time = "2026-04-21T17:10:17.683Z" },
{ url = "https://files.pythonhosted.org/packages/5a/2c/78a8851264dec38cd736ca5b8bc9380674df0dd0be7792f538916157716c/mypy-1.20.2-cp314-cp314t-win_amd64.whl", hash = "sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec", size = 12568661, upload-time = "2026-04-21T17:11:54.473Z" },
{ url = "https://files.pythonhosted.org/packages/83/01/cd7318aa03493322ce275a0e14f4f52b8896335e4e79d4fb8153a7ad2b77/mypy-1.20.2-cp314-cp314t-win_arm64.whl", hash = "sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382", size = 10389240, upload-time = "2026-04-21T17:09:42.719Z" },
{ url = "https://files.pythonhosted.org/packages/28/9a/f23c163e25b11074188251b0b5a0342625fc1cdb6af604757174fa9acc9b/mypy-1.20.2-py3-none-any.whl", hash = "sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563", size = 2637314, upload-time = "2026-04-21T17:05:54.5Z" },
{ url = "https://files.pythonhosted.org/packages/4d/a2/a965c8c3fcd4fa8b84ba0d46606181b0d0a1d50f274c67877f3e9ed4882c/mypy-1.20.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d99f515f95fd03a90875fdb2cca12ff074aa04490db4d190905851bdf8a549a8", size = 14430138, upload-time = "2026-03-31T16:52:37.843Z" },
{ url = "https://files.pythonhosted.org/packages/53/6e/043477501deeb8eabbab7f1a2f6cac62cfb631806dc1d6862a04a7f5011b/mypy-1.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bd0212976dc57a5bfeede7c219e7cd66568a32c05c9129686dd487c059c1b88a", size = 13311282, upload-time = "2026-03-31T16:55:11.021Z" },
{ url = "https://files.pythonhosted.org/packages/65/aa/bd89b247b83128197a214f29f0632ff3c14f54d4cd70d144d157bd7d7d6e/mypy-1.20.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f8426d4d75d68714abc17a4292d922f6ba2cfb984b72c2278c437f6dae797865", size = 13750889, upload-time = "2026-03-31T16:52:02.909Z" },
{ url = "https://files.pythonhosted.org/packages/fa/9d/2860be7355c45247ccc0be1501c91176318964c2a137bd4743f58ce6200e/mypy-1.20.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:02cca0761c75b42a20a2757ae58713276605eb29a08dd8a6e092aa347c4115ca", size = 14619788, upload-time = "2026-03-31T16:50:48.928Z" },
{ url = "https://files.pythonhosted.org/packages/75/7f/3ef3e360c91f3de120f205c8ce405e9caf9fc52ef14b65d37073e322c114/mypy-1.20.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b3a49064504be59e59da664c5e149edc1f26c67c4f8e8456f6ba6aba55033018", size = 14918849, upload-time = "2026-03-31T16:51:10.478Z" },
{ url = "https://files.pythonhosted.org/packages/ae/72/af970dfe167ef788df7c5e6109d2ed0229f164432ce828bc9741a4250e64/mypy-1.20.0-cp310-cp310-win_amd64.whl", hash = "sha256:ebea00201737ad4391142808ed16e875add5c17f676e0912b387739f84991e13", size = 10822007, upload-time = "2026-03-31T16:50:25.268Z" },
{ url = "https://files.pythonhosted.org/packages/93/94/ba9065c2ebe5421619aff684b793d953e438a8bfe31a320dd6d1e0706e81/mypy-1.20.0-cp310-cp310-win_arm64.whl", hash = "sha256:e80cf77847d0d3e6e3111b7b25db32a7f8762fd4b9a3a72ce53fe16a2863b281", size = 9756158, upload-time = "2026-03-31T16:48:36.213Z" },
{ url = "https://files.pythonhosted.org/packages/6e/1c/74cb1d9993236910286865679d1c616b136b2eae468493aa939431eda410/mypy-1.20.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4525e7010b1b38334516181c5b81e16180b8e149e6684cee5a727c78186b4e3b", size = 14343972, upload-time = "2026-03-31T16:49:04.887Z" },
{ url = "https://files.pythonhosted.org/packages/d5/0d/01399515eca280386e308cf57901e68d3a52af18691941b773b3380c1df8/mypy-1.20.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a17c5d0bdcca61ce24a35beb828a2d0d323d3fcf387d7512206888c900193367", size = 13225007, upload-time = "2026-03-31T16:50:08.151Z" },
{ url = "https://files.pythonhosted.org/packages/56/ac/b4ba5094fb2d7fe9d2037cd8d18bbe02bcf68fd22ab9ff013f55e57ba095/mypy-1.20.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f75ff57defcd0f1d6e006d721ccdec6c88d4f6a7816eb92f1c4890d979d9ee62", size = 13663752, upload-time = "2026-03-31T16:49:26.064Z" },
{ url = "https://files.pythonhosted.org/packages/db/a7/460678d3cf7da252d2288dad0c602294b6ec22a91932ec368cc11e44bb6e/mypy-1.20.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b503ab55a836136b619b5fc21c8803d810c5b87551af8600b72eecafb0059cb0", size = 14532265, upload-time = "2026-03-31T16:53:55.077Z" },
{ url = "https://files.pythonhosted.org/packages/a3/3e/051cca8166cf0438ae3ea80e0e7c030d7a8ab98dffc93f80a1aa3f23c1a2/mypy-1.20.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1973868d2adbb4584a3835780b27436f06d1dc606af5be09f187aaa25be1070f", size = 14768476, upload-time = "2026-03-31T16:50:34.587Z" },
{ url = "https://files.pythonhosted.org/packages/be/66/8e02ec184f852ed5c4abb805583305db475930854e09964b55e107cdcbc4/mypy-1.20.0-cp311-cp311-win_amd64.whl", hash = "sha256:2fcedb16d456106e545b2bfd7ef9d24e70b38ec252d2a629823a4d07ebcdb69e", size = 10818226, upload-time = "2026-03-31T16:53:15.624Z" },
{ url = "https://files.pythonhosted.org/packages/13/4b/383ad1924b28f41e4879a74151e7a5451123330d45652da359f9183bcd45/mypy-1.20.0-cp311-cp311-win_arm64.whl", hash = "sha256:379edf079ce44ac8d2805bcf9b3dd7340d4f97aad3a5e0ebabbf9d125b84b442", size = 9750091, upload-time = "2026-03-31T16:54:12.162Z" },
{ url = "https://files.pythonhosted.org/packages/be/dd/3afa29b58c2e57c79116ed55d700721c3c3b15955e2b6251dd165d377c0e/mypy-1.20.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:002b613ae19f4ac7d18b7e168ffe1cb9013b37c57f7411984abbd3b817b0a214", size = 14509525, upload-time = "2026-03-31T16:55:01.824Z" },
{ url = "https://files.pythonhosted.org/packages/54/eb/227b516ab8cad9f2a13c5e7a98d28cd6aa75e9c83e82776ae6c1c4c046c7/mypy-1.20.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a9336b5e6712f4adaf5afc3203a99a40b379049104349d747eb3e5a3aa23ac2e", size = 13326469, upload-time = "2026-03-31T16:51:41.23Z" },
{ url = "https://files.pythonhosted.org/packages/57/d4/1ddb799860c1b5ac6117ec307b965f65deeb47044395ff01ab793248a591/mypy-1.20.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f13b3e41bce9d257eded794c0f12878af3129d80aacd8a3ee0dee51f3a978651", size = 13705953, upload-time = "2026-03-31T16:48:55.69Z" },
{ url = "https://files.pythonhosted.org/packages/c5/b7/54a720f565a87b893182a2a393370289ae7149e4715859e10e1c05e49154/mypy-1.20.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9804c3ad27f78e54e58b32e7cb532d128b43dbfb9f3f9f06262b821a0f6bd3f5", size = 14710363, upload-time = "2026-03-31T16:53:26.948Z" },
{ url = "https://files.pythonhosted.org/packages/b2/2a/74810274848d061f8a8ea4ac23aaad43bd3d8c1882457999c2e568341c57/mypy-1.20.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:697f102c5c1d526bdd761a69f17c6070f9892eebcb94b1a5963d679288c09e78", size = 14947005, upload-time = "2026-03-31T16:50:17.591Z" },
{ url = "https://files.pythonhosted.org/packages/77/91/21b8ba75f958bcda75690951ce6fa6b7138b03471618959529d74b8544e2/mypy-1.20.0-cp312-cp312-win_amd64.whl", hash = "sha256:0ecd63f75fdd30327e4ad8b5704bd6d91fc6c1b2e029f8ee14705e1207212489", size = 10880616, upload-time = "2026-03-31T16:52:19.986Z" },
{ url = "https://files.pythonhosted.org/packages/8a/15/3d8198ef97c1ca03aea010cce4f1d4f3bc5d9849e8c0140111ca2ead9fdd/mypy-1.20.0-cp312-cp312-win_arm64.whl", hash = "sha256:f194db59657c58593a3c47c6dfd7bad4ef4ac12dbc94d01b3a95521f78177e33", size = 9813091, upload-time = "2026-03-31T16:53:44.385Z" },
{ url = "https://files.pythonhosted.org/packages/d6/a7/f64ea7bd592fa431cb597418b6dec4a47f7d0c36325fec7ac67bc8402b94/mypy-1.20.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:b20c8b0fd5877abdf402e79a3af987053de07e6fb208c18df6659f708b535134", size = 14485344, upload-time = "2026-03-31T16:49:16.78Z" },
{ url = "https://files.pythonhosted.org/packages/bb/72/8927d84cfc90c6abea6e96663576e2e417589347eb538749a464c4c218a0/mypy-1.20.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:367e5c993ba34d5054d11937d0485ad6dfc60ba760fa326c01090fc256adf15c", size = 13327400, upload-time = "2026-03-31T16:53:08.02Z" },
{ url = "https://files.pythonhosted.org/packages/ab/4a/11ab99f9afa41aa350178d24a7d2da17043228ea10f6456523f64b5a6cf6/mypy-1.20.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f799d9db89fc00446f03281f84a221e50018fc40113a3ba9864b132895619ebe", size = 13706384, upload-time = "2026-03-31T16:52:28.577Z" },
{ url = "https://files.pythonhosted.org/packages/42/79/694ca73979cfb3535ebfe78733844cd5aff2e63304f59bf90585110d975a/mypy-1.20.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:555658c611099455b2da507582ea20d2043dfdfe7f5ad0add472b1c6238b433f", size = 14700378, upload-time = "2026-03-31T16:48:45.527Z" },
{ url = "https://files.pythonhosted.org/packages/84/24/a022ccab3a46e3d2cdf2e0e260648633640eb396c7e75d5a42818a8d3971/mypy-1.20.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:efe8d70949c3023698c3fca1e94527e7e790a361ab8116f90d11221421cd8726", size = 14932170, upload-time = "2026-03-31T16:49:36.038Z" },
{ url = "https://files.pythonhosted.org/packages/d8/9b/549228d88f574d04117e736f55958bd4908f980f9f5700a07aeb85df005b/mypy-1.20.0-cp313-cp313-win_amd64.whl", hash = "sha256:f49590891d2c2f8a9de15614e32e459a794bcba84693c2394291a2038bbaaa69", size = 10888526, upload-time = "2026-03-31T16:50:59.827Z" },
{ url = "https://files.pythonhosted.org/packages/91/17/15095c0e54a8bc04d22d4ff06b2139d5f142c2e87520b4e39010c4862771/mypy-1.20.0-cp313-cp313-win_arm64.whl", hash = "sha256:76a70bf840495729be47510856b978f1b0ec7d08f257ca38c9d932720bf6b43e", size = 9816456, upload-time = "2026-03-31T16:49:59.537Z" },
{ url = "https://files.pythonhosted.org/packages/4e/0e/6ca4a84cbed9e62384bc0b2974c90395ece5ed672393e553996501625fc5/mypy-1.20.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:0f42dfaab7ec1baff3b383ad7af562ab0de573c5f6edb44b2dab016082b89948", size = 14483331, upload-time = "2026-03-31T16:52:57.999Z" },
{ url = "https://files.pythonhosted.org/packages/7d/c5/5fe9d8a729dd9605064691816243ae6c49fde0bd28f6e5e17f6a24203c43/mypy-1.20.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:31b5dbb55293c1bd27c0fc813a0d2bb5ceef9d65ac5afa2e58f829dab7921fd5", size = 13342047, upload-time = "2026-03-31T16:54:21.555Z" },
{ url = "https://files.pythonhosted.org/packages/4c/33/e18bcfa338ca4e6b2771c85d4c5203e627d0c69d9de5c1a2cf2ba13320ba/mypy-1.20.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:49d11c6f573a5a08f77fad13faff2139f6d0730ebed2cfa9b3d2702671dd7188", size = 13719585, upload-time = "2026-03-31T16:51:53.89Z" },
{ url = "https://files.pythonhosted.org/packages/6b/8d/93491ff7b79419edc7eabf95cb3b3f7490e2e574b2855c7c7e7394ff933f/mypy-1.20.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7d3243c406773185144527f83be0e0aefc7bf4601b0b2b956665608bf7c98a83", size = 14685075, upload-time = "2026-03-31T16:54:04.464Z" },
{ url = "https://files.pythonhosted.org/packages/b5/9d/d924b38a4923f8d164bf2b4ec98bf13beaf6e10a5348b4b137eadae40a6e/mypy-1.20.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a79c1eba7ac4209f2d850f0edd0a2f8bba88cbfdfefe6fb76a19e9d4fe5e71a2", size = 14919141, upload-time = "2026-03-31T16:54:51.785Z" },
{ url = "https://files.pythonhosted.org/packages/59/98/1da9977016678c0b99d43afe52ed00bb3c1a0c4c995d3e6acca1a6ebb9b4/mypy-1.20.0-cp314-cp314-win_amd64.whl", hash = "sha256:00e047c74d3ec6e71a2eb88e9ea551a2edb90c21f993aefa9e0d2a898e0bb732", size = 11050925, upload-time = "2026-03-31T16:51:30.758Z" },
{ url = "https://files.pythonhosted.org/packages/5e/e3/ba0b7a3143e49a9c4f5967dde6ea4bf8e0b10ecbbcca69af84027160ee89/mypy-1.20.0-cp314-cp314-win_arm64.whl", hash = "sha256:931a7630bba591593dcf6e97224a21ff80fb357e7982628d25e3c618e7f598ef", size = 10001089, upload-time = "2026-03-31T16:49:43.632Z" },
{ url = "https://files.pythonhosted.org/packages/12/28/e617e67b3be9d213cda7277913269c874eb26472489f95d09d89765ce2d8/mypy-1.20.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:26c8b52627b6552f47ff11adb4e1509605f094e29815323e487fc0053ebe93d1", size = 15534710, upload-time = "2026-03-31T16:52:12.506Z" },
{ url = "https://files.pythonhosted.org/packages/6e/0c/3b5f2d3e45dc7169b811adce8451679d9430399d03b168f9b0489f43adaa/mypy-1.20.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:39362cdb4ba5f916e7976fccecaab1ba3a83e35f60fa68b64e9a70e221bb2436", size = 14393013, upload-time = "2026-03-31T16:54:41.186Z" },
{ url = "https://files.pythonhosted.org/packages/a3/49/edc8b0aa145cc09c1c74f7ce2858eead9329931dcbbb26e2ad40906daa4e/mypy-1.20.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34506397dbf40c15dc567635d18a21d33827e9ab29014fb83d292a8f4f8953b6", size = 15047240, upload-time = "2026-03-31T16:54:31.955Z" },
{ url = "https://files.pythonhosted.org/packages/42/37/a946bb416e37a57fa752b3100fd5ede0e28df94f92366d1716555d47c454/mypy-1.20.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:555493c44a4f5a1b58d611a43333e71a9981c6dbe26270377b6f8174126a0526", size = 15858565, upload-time = "2026-03-31T16:53:36.997Z" },
{ url = "https://files.pythonhosted.org/packages/2f/99/7690b5b5b552db1bd4ff362e4c0eb3107b98d680835e65823fbe888c8b78/mypy-1.20.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2721f0ce49cb74a38f00c50da67cb7d36317b5eda38877a49614dc018e91c787", size = 16087874, upload-time = "2026-03-31T16:52:48.313Z" },
{ url = "https://files.pythonhosted.org/packages/aa/76/53e893a498138066acd28192b77495c9357e5a58cc4be753182846b43315/mypy-1.20.0-cp314-cp314t-win_amd64.whl", hash = "sha256:47781555a7aa5fedcc2d16bcd72e0dc83eb272c10dd657f9fb3f9cc08e2e6abb", size = 12572380, upload-time = "2026-03-31T16:49:52.454Z" },
{ url = "https://files.pythonhosted.org/packages/76/9c/6dbdae21f01b7aacddc2c0bbf3c5557aa547827fdf271770fe1e521e7093/mypy-1.20.0-cp314-cp314t-win_arm64.whl", hash = "sha256:c70380fe5d64010f79fb863b9081c7004dd65225d2277333c219d93a10dad4dd", size = 10381174, upload-time = "2026-03-31T16:51:20.179Z" },
{ url = "https://files.pythonhosted.org/packages/21/66/4d734961ce167f0fd8380769b3b7c06dbdd6ff54c2190f3f2ecd22528158/mypy-1.20.0-py3-none-any.whl", hash = "sha256:a6e0641147cbfa7e4e94efdb95c2dab1aff8cfc159ded13e07f308ddccc8c48e", size = 2636365, upload-time = "2026-03-31T16:51:44.911Z" },
]
[[package]]
@@ -968,7 +950,7 @@ wheels = [
[[package]]
name = "pytest"
version = "9.0.3"
version = "9.0.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "colorama", marker = "sys_platform == 'win32'" },
@@ -979,9 +961,9 @@ dependencies = [
{ name = "pygments" },
{ name = "tomli", marker = "python_full_version < '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
sdist = { url = "https://files.pythonhosted.org/packages/d1/db/7ef3487e0fb0049ddb5ce41d3a49c235bf9ad299b6a25d5780a89f19230f/pytest-9.0.2.tar.gz", hash = "sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11", size = 1568901, upload-time = "2025-12-06T21:30:51.014Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
{ url = "https://files.pythonhosted.org/packages/3b/ab/b3226f0bd7cdcf710fbede2b3548584366da3b19b5021e74f5bde2a8fa3f/pytest-9.0.2-py3-none-any.whl", hash = "sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b", size = 374801, upload-time = "2025-12-06T21:30:49.154Z" },
]
[[package]]
@@ -1116,27 +1098,27 @@ wheels = [
[[package]]
name = "ruff"
version = "0.15.12"
version = "0.15.8"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/99/43/3291f1cc9106f4c63bdce7a8d0df5047fe8422a75b091c16b5e9355e0b11/ruff-0.15.12.tar.gz", hash = "sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6", size = 4643852, upload-time = "2026-04-24T18:17:14.305Z" }
sdist = { url = "https://files.pythonhosted.org/packages/14/b0/73cf7550861e2b4824950b8b52eebdcc5adc792a00c514406556c5b80817/ruff-0.15.8.tar.gz", hash = "sha256:995f11f63597ee362130d1d5a327a87cb6f3f5eae3094c620bcc632329a4d26e", size = 4610921, upload-time = "2026-03-26T18:39:38.675Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/c3/6e/e78ffb61d4686f3d96ba3df2c801161843746dcbcbb17a1e927d4829312b/ruff-0.15.12-py3-none-linux_armv6l.whl", hash = "sha256:f86f176e188e94d6bdbc09f09bfd9dc729059ad93d0e7390b5a73efe19f8861c", size = 10640713, upload-time = "2026-04-24T18:17:22.841Z" },
{ url = "https://files.pythonhosted.org/packages/ae/08/a317bc231fb9e7b93e4ef3089501e51922ff88d6936ce5cf870c4fe55419/ruff-0.15.12-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:e3bcd123364c3770b8e1b7baaf343cc99a35f197c5c6e8af79015c666c423a6c", size = 11069267, upload-time = "2026-04-24T18:17:30.105Z" },
{ url = "https://files.pythonhosted.org/packages/aa/a4/f828e9718d3dce1f5f11c39c4f65afd32783c8b2aebb2e3d259e492c47bd/ruff-0.15.12-py3-none-macosx_11_0_arm64.whl", hash = "sha256:fe87510d000220aa1ed530d4448a7c696a0cae1213e5ec30e5874287b66557b5", size = 10397182, upload-time = "2026-04-24T18:17:07.177Z" },
{ url = "https://files.pythonhosted.org/packages/71/e0/3310fc6d1b5e1fdea22bf3b1b807c7e187b581021b0d7d4514cccdb5fb71/ruff-0.15.12-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:84a1630093121375a3e2a95b4a6dc7b59e2b4ee76216e32d81aae550a832d002", size = 10758012, upload-time = "2026-04-24T18:16:55.759Z" },
{ url = "https://files.pythonhosted.org/packages/11/c1/a606911aee04c324ddaa883ae418f3569792fd3c4a10c50e0dd0a2311e1e/ruff-0.15.12-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fb129f40f114f089ebe0ca56c0d251cf2061b17651d464bb6478dc01e69f11f5", size = 10447479, upload-time = "2026-04-24T18:16:51.677Z" },
{ url = "https://files.pythonhosted.org/packages/9d/68/4201e8444f0894f21ab4aeeaee68aa4f10b51613514a20d80bd628d57e88/ruff-0.15.12-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0c862b172d695db7598426b8af465e7e9ac00a3ea2a3630ee67eb82e366aaa6", size = 11234040, upload-time = "2026-04-24T18:17:16.529Z" },
{ url = "https://files.pythonhosted.org/packages/34/ff/8a6d6cf4ccc23fd67060874e832c18919d1557a0611ebef03fdb01fff11e/ruff-0.15.12-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2849ea9f3484c3aca43a82f484210370319e7170df4dfe4843395ddf6c57bc33", size = 12087377, upload-time = "2026-04-24T18:17:04.944Z" },
{ url = "https://files.pythonhosted.org/packages/85/f6/c669cf73f5152f623d34e69866a46d5e6185816b19fcd5b6dd8a2d299922/ruff-0.15.12-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9e77c7e51c07fe396826d5969a5b846d9cd4c402535835fb6e21ce8b28fef847", size = 11367784, upload-time = "2026-04-24T18:17:25.409Z" },
{ url = "https://files.pythonhosted.org/packages/e8/39/c61d193b8a1daaa8977f7dea9e8d8ba866e02ea7b65d32f6861693aa4c12/ruff-0.15.12-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83b2f4f2f3b1026b5fb449b467d9264bf22067b600f7b6f41fc5958909f449d0", size = 11344088, upload-time = "2026-04-24T18:17:12.258Z" },
{ url = "https://files.pythonhosted.org/packages/c2/8d/49afab3645e31e12c590acb6d3b5b69d7aab5b81926dbaf7461f9441f37a/ruff-0.15.12-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:9ba3b8f1afd7e2e43d8943e55f249e13f9682fde09711644a6e7290eb4f3e339", size = 11271770, upload-time = "2026-04-24T18:17:02.457Z" },
{ url = "https://files.pythonhosted.org/packages/46/06/33f41fe94403e2b755481cdfb9b7ef3e4e0ed031c4581124658d935d52b4/ruff-0.15.12-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e852ba9fdc890655e1d78f2df1499efbe0e54126bd405362154a75e2bde159c5", size = 10719355, upload-time = "2026-04-24T18:17:27.648Z" },
{ url = "https://files.pythonhosted.org/packages/0d/59/18aa4e014debbf559670e4048e39260a85c7fcee84acfd761ac01e7b8d35/ruff-0.15.12-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:dd8aed930da53780d22fc70bdf84452c843cf64f8cb4eb38984319c24c5cd5fd", size = 10462758, upload-time = "2026-04-24T18:17:32.347Z" },
{ url = "https://files.pythonhosted.org/packages/25/e7/cc9f16fd0f3b5fddcbd7ec3d6ae30c8f3fde1047f32a4093a98d633c6570/ruff-0.15.12-py3-none-musllinux_1_2_i686.whl", hash = "sha256:01da3988d225628b709493d7dc67c3b9b12c0210016b08690ef9bd27970b262b", size = 10953498, upload-time = "2026-04-24T18:17:20.674Z" },
{ url = "https://files.pythonhosted.org/packages/72/7a/a9ba7f98c7a575978698f4230c5e8cc54bbc761af34f560818f933dafa0c/ruff-0.15.12-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:9cae0f92bd5700d1213188b31cd3bdd2b315361296d10b96b8e2337d3d11f53e", size = 11447765, upload-time = "2026-04-24T18:17:09.755Z" },
{ url = "https://files.pythonhosted.org/packages/ea/f9/0ae446942c846b8266059ad8a30702a35afae55f5cdc54c5adf8d7afdc27/ruff-0.15.12-py3-none-win32.whl", hash = "sha256:d0185894e038d7043ba8fd6aee7499ece6462dc0ea9f1e260c7451807c714c20", size = 10657277, upload-time = "2026-04-24T18:17:18.591Z" },
{ url = "https://files.pythonhosted.org/packages/33/f1/9614e03e1cdcbf9437570b5400ced8a720b5db22b28d8e0f1bda429f660d/ruff-0.15.12-py3-none-win_amd64.whl", hash = "sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d", size = 11837758, upload-time = "2026-04-24T18:17:00.113Z" },
{ url = "https://files.pythonhosted.org/packages/c0/98/6beb4b351e472e5f4c4613f7c35a5290b8be2497e183825310c4c3a3984b/ruff-0.15.12-py3-none-win_arm64.whl", hash = "sha256:a538f7a82d061cee7be55542aca1d86d1393d55d81d4fcc314370f4340930d4f", size = 11120821, upload-time = "2026-04-24T18:16:57.979Z" },
{ url = "https://files.pythonhosted.org/packages/4a/92/c445b0cd6da6e7ae51e954939cb69f97e008dbe750cfca89b8cedc081be7/ruff-0.15.8-py3-none-linux_armv6l.whl", hash = "sha256:cbe05adeba76d58162762d6b239c9056f1a15a55bd4b346cfd21e26cd6ad7bc7", size = 10527394, upload-time = "2026-03-26T18:39:41.566Z" },
{ url = "https://files.pythonhosted.org/packages/eb/92/f1c662784d149ad1414cae450b082cf736430c12ca78367f20f5ed569d65/ruff-0.15.8-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:d3e3d0b6ba8dca1b7ef9ab80a28e840a20070c4b62e56d675c24f366ef330570", size = 10905693, upload-time = "2026-03-26T18:39:30.364Z" },
{ url = "https://files.pythonhosted.org/packages/ca/f2/7a631a8af6d88bcef997eb1bf87cc3da158294c57044aafd3e17030613de/ruff-0.15.8-py3-none-macosx_11_0_arm64.whl", hash = "sha256:6ee3ae5c65a42f273f126686353f2e08ff29927b7b7e203b711514370d500de3", size = 10323044, upload-time = "2026-03-26T18:39:33.37Z" },
{ url = "https://files.pythonhosted.org/packages/67/18/1bf38e20914a05e72ef3b9569b1d5c70a7ef26cd188d69e9ca8ef588d5bf/ruff-0.15.8-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fdce027ada77baa448077ccc6ebb2fa9c3c62fd110d8659d601cf2f475858d94", size = 10629135, upload-time = "2026-03-26T18:39:44.142Z" },
{ url = "https://files.pythonhosted.org/packages/d2/e9/138c150ff9af60556121623d41aba18b7b57d95ac032e177b6a53789d279/ruff-0.15.8-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:12e617fc01a95e5821648a6df341d80456bd627bfab8a829f7cfc26a14a4b4a3", size = 10348041, upload-time = "2026-03-26T18:39:52.178Z" },
{ url = "https://files.pythonhosted.org/packages/02/f1/5bfb9298d9c323f842c5ddeb85f1f10ef51516ac7a34ba446c9347d898df/ruff-0.15.8-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:432701303b26416d22ba696c39f2c6f12499b89093b61360abc34bcc9bf07762", size = 11121987, upload-time = "2026-03-26T18:39:55.195Z" },
{ url = "https://files.pythonhosted.org/packages/10/11/6da2e538704e753c04e8d86b1fc55712fdbdcc266af1a1ece7a51fff0d10/ruff-0.15.8-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d910ae974b7a06a33a057cb87d2a10792a3b2b3b35e33d2699fdf63ec8f6b17a", size = 11951057, upload-time = "2026-03-26T18:39:19.18Z" },
{ url = "https://files.pythonhosted.org/packages/83/f0/c9208c5fd5101bf87002fed774ff25a96eea313d305f1e5d5744698dc314/ruff-0.15.8-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2033f963c43949d51e6fdccd3946633c6b37c484f5f98c3035f49c27395a8ab8", size = 11464613, upload-time = "2026-03-26T18:40:06.301Z" },
{ url = "https://files.pythonhosted.org/packages/f8/22/d7f2fabdba4fae9f3b570e5605d5eb4500dcb7b770d3217dca4428484b17/ruff-0.15.8-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f29b989a55572fb885b77464cf24af05500806ab4edf9a0fd8977f9759d85b1", size = 11257557, upload-time = "2026-03-26T18:39:57.972Z" },
{ url = "https://files.pythonhosted.org/packages/71/8c/382a9620038cf6906446b23ce8632ab8c0811b8f9d3e764f58bedd0c9a6f/ruff-0.15.8-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:ac51d486bf457cdc985a412fb1801b2dfd1bd8838372fc55de64b1510eff4bec", size = 11169440, upload-time = "2026-03-26T18:39:22.205Z" },
{ url = "https://files.pythonhosted.org/packages/4d/0d/0994c802a7eaaf99380085e4e40c845f8e32a562e20a38ec06174b52ef24/ruff-0.15.8-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c9861eb959edab053c10ad62c278835ee69ca527b6dcd72b47d5c1e5648964f6", size = 10605963, upload-time = "2026-03-26T18:39:46.682Z" },
{ url = "https://files.pythonhosted.org/packages/19/aa/d624b86f5b0aad7cef6bbf9cd47a6a02dfdc4f72c92a337d724e39c9d14b/ruff-0.15.8-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8d9a5b8ea13f26ae90838afc33f91b547e61b794865374f114f349e9036835fb", size = 10357484, upload-time = "2026-03-26T18:39:49.176Z" },
{ url = "https://files.pythonhosted.org/packages/35/c3/e0b7835d23001f7d999f3895c6b569927c4d39912286897f625736e1fd04/ruff-0.15.8-py3-none-musllinux_1_2_i686.whl", hash = "sha256:c2a33a529fb3cbc23a7124b5c6ff121e4d6228029cba374777bd7649cc8598b8", size = 10830426, upload-time = "2026-03-26T18:40:03.702Z" },
{ url = "https://files.pythonhosted.org/packages/f0/51/ab20b322f637b369383adc341d761eaaa0f0203d6b9a7421cd6e783d81b9/ruff-0.15.8-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:75e5cd06b1cf3f47a3996cfc999226b19aa92e7cce682dcd62f80d7035f98f49", size = 11345125, upload-time = "2026-03-26T18:39:27.799Z" },
{ url = "https://files.pythonhosted.org/packages/37/e6/90b2b33419f59d0f2c4c8a48a4b74b460709a557e8e0064cf33ad894f983/ruff-0.15.8-py3-none-win32.whl", hash = "sha256:bc1f0a51254ba21767bfa9a8b5013ca8149dcf38092e6a9eb704d876de94dc34", size = 10571959, upload-time = "2026-03-26T18:39:36.117Z" },
{ url = "https://files.pythonhosted.org/packages/1f/a2/ef467cb77099062317154c63f234b8a7baf7cb690b99af760c5b68b9ee7f/ruff-0.15.8-py3-none-win_amd64.whl", hash = "sha256:04f79eff02a72db209d47d665ba7ebcad609d8918a134f86cb13dd132159fc89", size = 11743893, upload-time = "2026-03-26T18:39:25.01Z" },
{ url = "https://files.pythonhosted.org/packages/15/e2/77be4fff062fa78d9b2a4dea85d14785dac5f1d0c1fb58ed52331f0ebe28/ruff-0.15.8-py3-none-win_arm64.whl", hash = "sha256:cf891fa8e3bb430c0e7fac93851a5978fc99c8fa2c053b57b118972866f8e5f2", size = 11048175, upload-time = "2026-03-26T18:40:01.06Z" },
]
[[package]]
@@ -1302,124 +1284,6 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" },
]
[[package]]
name = "xxhash"
version = "3.6.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/02/84/30869e01909fb37a6cc7e18688ee8bf1e42d57e7e0777636bd47524c43c7/xxhash-3.6.0.tar.gz", hash = "sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6", size = 85160, upload-time = "2025-10-02T14:37:08.097Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/34/ee/f9f1d656ad168681bb0f6b092372c1e533c4416b8069b1896a175c46e484/xxhash-3.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:87ff03d7e35c61435976554477a7f4cd1704c3596a89a8300d5ce7fc83874a71", size = 32845, upload-time = "2025-10-02T14:33:51.573Z" },
{ url = "https://files.pythonhosted.org/packages/a3/b1/93508d9460b292c74a09b83d16750c52a0ead89c51eea9951cb97a60d959/xxhash-3.6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f572dfd3d0e2eb1a57511831cf6341242f5a9f8298a45862d085f5b93394a27d", size = 30807, upload-time = "2025-10-02T14:33:52.964Z" },
{ url = "https://files.pythonhosted.org/packages/07/55/28c93a3662f2d200c70704efe74aab9640e824f8ce330d8d3943bf7c9b3c/xxhash-3.6.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:89952ea539566b9fed2bbd94e589672794b4286f342254fad28b149f9615fef8", size = 193786, upload-time = "2025-10-02T14:33:54.272Z" },
{ url = "https://files.pythonhosted.org/packages/c1/96/fec0be9bb4b8f5d9c57d76380a366f31a1781fb802f76fc7cda6c84893c7/xxhash-3.6.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48e6f2ffb07a50b52465a1032c3cf1f4a5683f944acaca8a134a2f23674c2058", size = 212830, upload-time = "2025-10-02T14:33:55.706Z" },
{ url = "https://files.pythonhosted.org/packages/c4/a0/c706845ba77b9611f81fd2e93fad9859346b026e8445e76f8c6fd057cc6d/xxhash-3.6.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b5b848ad6c16d308c3ac7ad4ba6bede80ed5df2ba8ed382f8932df63158dd4b2", size = 211606, upload-time = "2025-10-02T14:33:57.133Z" },
{ url = "https://files.pythonhosted.org/packages/67/1e/164126a2999e5045f04a69257eea946c0dc3e86541b400d4385d646b53d7/xxhash-3.6.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a034590a727b44dd8ac5914236a7b8504144447a9682586c3327e935f33ec8cc", size = 444872, upload-time = "2025-10-02T14:33:58.446Z" },
{ url = "https://files.pythonhosted.org/packages/2d/4b/55ab404c56cd70a2cf5ecfe484838865d0fea5627365c6c8ca156bd09c8f/xxhash-3.6.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8a8f1972e75ebdd161d7896743122834fe87378160c20e97f8b09166213bf8cc", size = 193217, upload-time = "2025-10-02T14:33:59.724Z" },
{ url = "https://files.pythonhosted.org/packages/45/e6/52abf06bac316db33aa269091ae7311bd53cfc6f4b120ae77bac1b348091/xxhash-3.6.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ee34327b187f002a596d7b167ebc59a1b729e963ce645964bbc050d2f1b73d07", size = 210139, upload-time = "2025-10-02T14:34:02.041Z" },
{ url = "https://files.pythonhosted.org/packages/34/37/db94d490b8691236d356bc249c08819cbcef9273a1a30acf1254ff9ce157/xxhash-3.6.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:339f518c3c7a850dd033ab416ea25a692759dc7478a71131fe8869010d2b75e4", size = 197669, upload-time = "2025-10-02T14:34:03.664Z" },
{ url = "https://files.pythonhosted.org/packages/b7/36/c4f219ef4a17a4f7a64ed3569bc2b5a9c8311abdb22249ac96093625b1a4/xxhash-3.6.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:bf48889c9630542d4709192578aebbd836177c9f7a4a2778a7d6340107c65f06", size = 210018, upload-time = "2025-10-02T14:34:05.325Z" },
{ url = "https://files.pythonhosted.org/packages/fd/06/bfac889a374fc2fc439a69223d1750eed2e18a7db8514737ab630534fa08/xxhash-3.6.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:5576b002a56207f640636056b4160a378fe36a58db73ae5c27a7ec8db35f71d4", size = 413058, upload-time = "2025-10-02T14:34:06.925Z" },
{ url = "https://files.pythonhosted.org/packages/c9/d1/555d8447e0dd32ad0930a249a522bb2e289f0d08b6b16204cfa42c1f5a0c/xxhash-3.6.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af1f3278bd02814d6dedc5dec397993b549d6f16c19379721e5a1d31e132c49b", size = 190628, upload-time = "2025-10-02T14:34:08.669Z" },
{ url = "https://files.pythonhosted.org/packages/d1/15/8751330b5186cedc4ed4b597989882ea05e0408b53fa47bcb46a6125bfc6/xxhash-3.6.0-cp310-cp310-win32.whl", hash = "sha256:aed058764db109dc9052720da65fafe84873b05eb8b07e5e653597951af57c3b", size = 30577, upload-time = "2025-10-02T14:34:10.234Z" },
{ url = "https://files.pythonhosted.org/packages/bb/cc/53f87e8b5871a6eb2ff7e89c48c66093bda2be52315a8161ddc54ea550c4/xxhash-3.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:e82da5670f2d0d98950317f82a0e4a0197150ff19a6df2ba40399c2a3b9ae5fb", size = 31487, upload-time = "2025-10-02T14:34:11.618Z" },
{ url = "https://files.pythonhosted.org/packages/9f/00/60f9ea3bb697667a14314d7269956f58bf56bb73864f8f8d52a3c2535e9a/xxhash-3.6.0-cp310-cp310-win_arm64.whl", hash = "sha256:4a082ffff8c6ac07707fb6b671caf7c6e020c75226c561830b73d862060f281d", size = 27863, upload-time = "2025-10-02T14:34:12.619Z" },
{ url = "https://files.pythonhosted.org/packages/17/d4/cc2f0400e9154df4b9964249da78ebd72f318e35ccc425e9f403c392f22a/xxhash-3.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a", size = 32844, upload-time = "2025-10-02T14:34:14.037Z" },
{ url = "https://files.pythonhosted.org/packages/5e/ec/1cc11cd13e26ea8bc3cb4af4eaadd8d46d5014aebb67be3f71fb0b68802a/xxhash-3.6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa", size = 30809, upload-time = "2025-10-02T14:34:15.484Z" },
{ url = "https://files.pythonhosted.org/packages/04/5f/19fe357ea348d98ca22f456f75a30ac0916b51c753e1f8b2e0e6fb884cce/xxhash-3.6.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248", size = 194665, upload-time = "2025-10-02T14:34:16.541Z" },
{ url = "https://files.pythonhosted.org/packages/90/3b/d1f1a8f5442a5fd8beedae110c5af7604dc37349a8e16519c13c19a9a2de/xxhash-3.6.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62", size = 213550, upload-time = "2025-10-02T14:34:17.878Z" },
{ url = "https://files.pythonhosted.org/packages/c4/ef/3a9b05eb527457d5db13a135a2ae1a26c80fecd624d20f3e8dcc4cb170f3/xxhash-3.6.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f", size = 212384, upload-time = "2025-10-02T14:34:19.182Z" },
{ url = "https://files.pythonhosted.org/packages/0f/18/ccc194ee698c6c623acbf0f8c2969811a8a4b6185af5e824cd27b9e4fd3e/xxhash-3.6.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e", size = 445749, upload-time = "2025-10-02T14:34:20.659Z" },
{ url = "https://files.pythonhosted.org/packages/a5/86/cf2c0321dc3940a7aa73076f4fd677a0fb3e405cb297ead7d864fd90847e/xxhash-3.6.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8", size = 193880, upload-time = "2025-10-02T14:34:22.431Z" },
{ url = "https://files.pythonhosted.org/packages/82/fb/96213c8560e6f948a1ecc9a7613f8032b19ee45f747f4fca4eb31bb6d6ed/xxhash-3.6.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0", size = 210912, upload-time = "2025-10-02T14:34:23.937Z" },
{ url = "https://files.pythonhosted.org/packages/40/aa/4395e669b0606a096d6788f40dbdf2b819d6773aa290c19e6e83cbfc312f/xxhash-3.6.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77", size = 198654, upload-time = "2025-10-02T14:34:25.644Z" },
{ url = "https://files.pythonhosted.org/packages/67/74/b044fcd6b3d89e9b1b665924d85d3f400636c23590226feb1eb09e1176ce/xxhash-3.6.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c", size = 210867, upload-time = "2025-10-02T14:34:27.203Z" },
{ url = "https://files.pythonhosted.org/packages/bc/fd/3ce73bf753b08cb19daee1eb14aa0d7fe331f8da9c02dd95316ddfe5275e/xxhash-3.6.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b", size = 414012, upload-time = "2025-10-02T14:34:28.409Z" },
{ url = "https://files.pythonhosted.org/packages/ba/b3/5a4241309217c5c876f156b10778f3ab3af7ba7e3259e6d5f5c7d0129eb2/xxhash-3.6.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3", size = 191409, upload-time = "2025-10-02T14:34:29.696Z" },
{ url = "https://files.pythonhosted.org/packages/c0/01/99bfbc15fb9abb9a72b088c1d95219fc4782b7d01fc835bd5744d66dd0b8/xxhash-3.6.0-cp311-cp311-win32.whl", hash = "sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd", size = 30574, upload-time = "2025-10-02T14:34:31.028Z" },
{ url = "https://files.pythonhosted.org/packages/65/79/9d24d7f53819fe301b231044ea362ce64e86c74f6e8c8e51320de248b3e5/xxhash-3.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef", size = 31481, upload-time = "2025-10-02T14:34:32.062Z" },
{ url = "https://files.pythonhosted.org/packages/30/4e/15cd0e3e8772071344eab2961ce83f6e485111fed8beb491a3f1ce100270/xxhash-3.6.0-cp311-cp311-win_arm64.whl", hash = "sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7", size = 27861, upload-time = "2025-10-02T14:34:33.555Z" },
{ url = "https://files.pythonhosted.org/packages/9a/07/d9412f3d7d462347e4511181dea65e47e0d0e16e26fbee2ea86a2aefb657/xxhash-3.6.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c", size = 32744, upload-time = "2025-10-02T14:34:34.622Z" },
{ url = "https://files.pythonhosted.org/packages/79/35/0429ee11d035fc33abe32dca1b2b69e8c18d236547b9a9b72c1929189b9a/xxhash-3.6.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204", size = 30816, upload-time = "2025-10-02T14:34:36.043Z" },
{ url = "https://files.pythonhosted.org/packages/b7/f2/57eb99aa0f7d98624c0932c5b9a170e1806406cdbcdb510546634a1359e0/xxhash-3.6.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490", size = 194035, upload-time = "2025-10-02T14:34:37.354Z" },
{ url = "https://files.pythonhosted.org/packages/4c/ed/6224ba353690d73af7a3f1c7cdb1fc1b002e38f783cb991ae338e1eb3d79/xxhash-3.6.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2", size = 212914, upload-time = "2025-10-02T14:34:38.6Z" },
{ url = "https://files.pythonhosted.org/packages/38/86/fb6b6130d8dd6b8942cc17ab4d90e223653a89aa32ad2776f8af7064ed13/xxhash-3.6.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa", size = 212163, upload-time = "2025-10-02T14:34:39.872Z" },
{ url = "https://files.pythonhosted.org/packages/ee/dc/e84875682b0593e884ad73b2d40767b5790d417bde603cceb6878901d647/xxhash-3.6.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0", size = 445411, upload-time = "2025-10-02T14:34:41.569Z" },
{ url = "https://files.pythonhosted.org/packages/11/4f/426f91b96701ec2f37bb2b8cec664eff4f658a11f3fa9d94f0a887ea6d2b/xxhash-3.6.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2", size = 193883, upload-time = "2025-10-02T14:34:43.249Z" },
{ url = "https://files.pythonhosted.org/packages/53/5a/ddbb83eee8e28b778eacfc5a85c969673e4023cdeedcfcef61f36731610b/xxhash-3.6.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9", size = 210392, upload-time = "2025-10-02T14:34:45.042Z" },
{ url = "https://files.pythonhosted.org/packages/1e/c2/ff69efd07c8c074ccdf0a4f36fcdd3d27363665bcdf4ba399abebe643465/xxhash-3.6.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e", size = 197898, upload-time = "2025-10-02T14:34:46.302Z" },
{ url = "https://files.pythonhosted.org/packages/58/ca/faa05ac19b3b622c7c9317ac3e23954187516298a091eb02c976d0d3dd45/xxhash-3.6.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374", size = 210655, upload-time = "2025-10-02T14:34:47.571Z" },
{ url = "https://files.pythonhosted.org/packages/d4/7a/06aa7482345480cc0cb597f5c875b11a82c3953f534394f620b0be2f700c/xxhash-3.6.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d", size = 414001, upload-time = "2025-10-02T14:34:49.273Z" },
{ url = "https://files.pythonhosted.org/packages/23/07/63ffb386cd47029aa2916b3d2f454e6cc5b9f5c5ada3790377d5430084e7/xxhash-3.6.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae", size = 191431, upload-time = "2025-10-02T14:34:50.798Z" },
{ url = "https://files.pythonhosted.org/packages/0f/93/14fde614cadb4ddf5e7cebf8918b7e8fac5ae7861c1875964f17e678205c/xxhash-3.6.0-cp312-cp312-win32.whl", hash = "sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb", size = 30617, upload-time = "2025-10-02T14:34:51.954Z" },
{ url = "https://files.pythonhosted.org/packages/13/5d/0d125536cbe7565a83d06e43783389ecae0c0f2ed037b48ede185de477c0/xxhash-3.6.0-cp312-cp312-win_amd64.whl", hash = "sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c", size = 31534, upload-time = "2025-10-02T14:34:53.276Z" },
{ url = "https://files.pythonhosted.org/packages/54/85/6ec269b0952ec7e36ba019125982cf11d91256a778c7c3f98a4c5043d283/xxhash-3.6.0-cp312-cp312-win_arm64.whl", hash = "sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829", size = 27876, upload-time = "2025-10-02T14:34:54.371Z" },
{ url = "https://files.pythonhosted.org/packages/33/76/35d05267ac82f53ae9b0e554da7c5e281ee61f3cad44c743f0fcd354f211/xxhash-3.6.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:599e64ba7f67472481ceb6ee80fa3bd828fd61ba59fb11475572cc5ee52b89ec", size = 32738, upload-time = "2025-10-02T14:34:55.839Z" },
{ url = "https://files.pythonhosted.org/packages/31/a8/3fbce1cd96534a95e35d5120637bf29b0d7f5d8fa2f6374e31b4156dd419/xxhash-3.6.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7d8b8aaa30fca4f16f0c84a5c8d7ddee0e25250ec2796c973775373257dde8f1", size = 30821, upload-time = "2025-10-02T14:34:57.219Z" },
{ url = "https://files.pythonhosted.org/packages/0c/ea/d387530ca7ecfa183cb358027f1833297c6ac6098223fd14f9782cd0015c/xxhash-3.6.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d597acf8506d6e7101a4a44a5e428977a51c0fadbbfd3c39650cca9253f6e5a6", size = 194127, upload-time = "2025-10-02T14:34:59.21Z" },
{ url = "https://files.pythonhosted.org/packages/ba/0c/71435dcb99874b09a43b8d7c54071e600a7481e42b3e3ce1eb5226a5711a/xxhash-3.6.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:858dc935963a33bc33490128edc1c12b0c14d9c7ebaa4e387a7869ecc4f3e263", size = 212975, upload-time = "2025-10-02T14:35:00.816Z" },
{ url = "https://files.pythonhosted.org/packages/84/7a/c2b3d071e4bb4a90b7057228a99b10d51744878f4a8a6dd643c8bd897620/xxhash-3.6.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ba284920194615cb8edf73bf52236ce2e1664ccd4a38fdb543506413529cc546", size = 212241, upload-time = "2025-10-02T14:35:02.207Z" },
{ url = "https://files.pythonhosted.org/packages/81/5f/640b6eac0128e215f177df99eadcd0f1b7c42c274ab6a394a05059694c5a/xxhash-3.6.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4b54219177f6c6674d5378bd862c6aedf64725f70dd29c472eaae154df1a2e89", size = 445471, upload-time = "2025-10-02T14:35:03.61Z" },
{ url = "https://files.pythonhosted.org/packages/5e/1e/3c3d3ef071b051cc3abbe3721ffb8365033a172613c04af2da89d5548a87/xxhash-3.6.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:42c36dd7dbad2f5238950c377fcbf6811b1cdb1c444fab447960030cea60504d", size = 193936, upload-time = "2025-10-02T14:35:05.013Z" },
{ url = "https://files.pythonhosted.org/packages/2c/bd/4a5f68381939219abfe1c22a9e3a5854a4f6f6f3c4983a87d255f21f2e5d/xxhash-3.6.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f22927652cba98c44639ffdc7aaf35828dccf679b10b31c4ad72a5b530a18eb7", size = 210440, upload-time = "2025-10-02T14:35:06.239Z" },
{ url = "https://files.pythonhosted.org/packages/eb/37/b80fe3d5cfb9faff01a02121a0f4d565eb7237e9e5fc66e73017e74dcd36/xxhash-3.6.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b45fad44d9c5c119e9c6fbf2e1c656a46dc68e280275007bbfd3d572b21426db", size = 197990, upload-time = "2025-10-02T14:35:07.735Z" },
{ url = "https://files.pythonhosted.org/packages/d7/fd/2c0a00c97b9e18f72e1f240ad4e8f8a90fd9d408289ba9c7c495ed7dc05c/xxhash-3.6.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:6f2580ffab1a8b68ef2b901cde7e55fa8da5e4be0977c68f78fc80f3c143de42", size = 210689, upload-time = "2025-10-02T14:35:09.438Z" },
{ url = "https://files.pythonhosted.org/packages/93/86/5dd8076a926b9a95db3206aba20d89a7fc14dd5aac16e5c4de4b56033140/xxhash-3.6.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:40c391dd3cd041ebc3ffe6f2c862f402e306eb571422e0aa918d8070ba31da11", size = 414068, upload-time = "2025-10-02T14:35:11.162Z" },
{ url = "https://files.pythonhosted.org/packages/af/3c/0bb129170ee8f3650f08e993baee550a09593462a5cddd8e44d0011102b1/xxhash-3.6.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f205badabde7aafd1a31e8ca2a3e5a763107a71c397c4481d6a804eb5063d8bd", size = 191495, upload-time = "2025-10-02T14:35:12.971Z" },
{ url = "https://files.pythonhosted.org/packages/e9/3a/6797e0114c21d1725e2577508e24006fd7ff1d8c0c502d3b52e45c1771d8/xxhash-3.6.0-cp313-cp313-win32.whl", hash = "sha256:2577b276e060b73b73a53042ea5bd5203d3e6347ce0d09f98500f418a9fcf799", size = 30620, upload-time = "2025-10-02T14:35:14.129Z" },
{ url = "https://files.pythonhosted.org/packages/86/15/9bc32671e9a38b413a76d24722a2bf8784a132c043063a8f5152d390b0f9/xxhash-3.6.0-cp313-cp313-win_amd64.whl", hash = "sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392", size = 31542, upload-time = "2025-10-02T14:35:15.21Z" },
{ url = "https://files.pythonhosted.org/packages/39/c5/cc01e4f6188656e56112d6a8e0dfe298a16934b8c47a247236549a3f7695/xxhash-3.6.0-cp313-cp313-win_arm64.whl", hash = "sha256:457b8f85dec5825eed7b69c11ae86834a018b8e3df5e77783c999663da2f96d6", size = 27880, upload-time = "2025-10-02T14:35:16.315Z" },
{ url = "https://files.pythonhosted.org/packages/f3/30/25e5321c8732759e930c555176d37e24ab84365482d257c3b16362235212/xxhash-3.6.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a42e633d75cdad6d625434e3468126c73f13f7584545a9cf34e883aa1710e702", size = 32956, upload-time = "2025-10-02T14:35:17.413Z" },
{ url = "https://files.pythonhosted.org/packages/9f/3c/0573299560d7d9f8ab1838f1efc021a280b5ae5ae2e849034ef3dee18810/xxhash-3.6.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:568a6d743219e717b07b4e03b0a828ce593833e498c3b64752e0f5df6bfe84db", size = 31072, upload-time = "2025-10-02T14:35:18.844Z" },
{ url = "https://files.pythonhosted.org/packages/7a/1c/52d83a06e417cd9d4137722693424885cc9878249beb3a7c829e74bf7ce9/xxhash-3.6.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:bec91b562d8012dae276af8025a55811b875baace6af510412a5e58e3121bc54", size = 196409, upload-time = "2025-10-02T14:35:20.31Z" },
{ url = "https://files.pythonhosted.org/packages/e3/8e/c6d158d12a79bbd0b878f8355432075fc82759e356ab5a111463422a239b/xxhash-3.6.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:78e7f2f4c521c30ad5e786fdd6bae89d47a32672a80195467b5de0480aa97b1f", size = 215736, upload-time = "2025-10-02T14:35:21.616Z" },
{ url = "https://files.pythonhosted.org/packages/bc/68/c4c80614716345d55071a396cf03d06e34b5f4917a467faf43083c995155/xxhash-3.6.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3ed0df1b11a79856df5ffcab572cbd6b9627034c1c748c5566fa79df9048a7c5", size = 214833, upload-time = "2025-10-02T14:35:23.32Z" },
{ url = "https://files.pythonhosted.org/packages/7e/e9/ae27c8ffec8b953efa84c7c4a6c6802c263d587b9fc0d6e7cea64e08c3af/xxhash-3.6.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0e4edbfc7d420925b0dd5e792478ed393d6e75ff8fc219a6546fb446b6a417b1", size = 448348, upload-time = "2025-10-02T14:35:25.111Z" },
{ url = "https://files.pythonhosted.org/packages/d7/6b/33e21afb1b5b3f46b74b6bd1913639066af218d704cc0941404ca717fc57/xxhash-3.6.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fba27a198363a7ef87f8c0f6b171ec36b674fe9053742c58dd7e3201c1ab30ee", size = 196070, upload-time = "2025-10-02T14:35:26.586Z" },
{ url = "https://files.pythonhosted.org/packages/96/b6/fcabd337bc5fa624e7203aa0fa7d0c49eed22f72e93229431752bddc83d9/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:794fe9145fe60191c6532fa95063765529770edcdd67b3d537793e8004cabbfd", size = 212907, upload-time = "2025-10-02T14:35:28.087Z" },
{ url = "https://files.pythonhosted.org/packages/4b/d3/9ee6160e644d660fcf176c5825e61411c7f62648728f69c79ba237250143/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:6105ef7e62b5ac73a837778efc331a591d8442f8ef5c7e102376506cb4ae2729", size = 200839, upload-time = "2025-10-02T14:35:29.857Z" },
{ url = "https://files.pythonhosted.org/packages/0d/98/e8de5baa5109394baf5118f5e72ab21a86387c4f89b0e77ef3e2f6b0327b/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:f01375c0e55395b814a679b3eea205db7919ac2af213f4a6682e01220e5fe292", size = 213304, upload-time = "2025-10-02T14:35:31.222Z" },
{ url = "https://files.pythonhosted.org/packages/7b/1d/71056535dec5c3177eeb53e38e3d367dd1d16e024e63b1cee208d572a033/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:d706dca2d24d834a4661619dcacf51a75c16d65985718d6a7d73c1eeeb903ddf", size = 416930, upload-time = "2025-10-02T14:35:32.517Z" },
{ url = "https://files.pythonhosted.org/packages/dc/6c/5cbde9de2cd967c322e651c65c543700b19e7ae3e0aae8ece3469bf9683d/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5f059d9faeacd49c0215d66f4056e1326c80503f51a1532ca336a385edadd033", size = 193787, upload-time = "2025-10-02T14:35:33.827Z" },
{ url = "https://files.pythonhosted.org/packages/19/fa/0172e350361d61febcea941b0cc541d6e6c8d65d153e85f850a7b256ff8a/xxhash-3.6.0-cp313-cp313t-win32.whl", hash = "sha256:1244460adc3a9be84731d72b8e80625788e5815b68da3da8b83f78115a40a7ec", size = 30916, upload-time = "2025-10-02T14:35:35.107Z" },
{ url = "https://files.pythonhosted.org/packages/ad/e6/e8cf858a2b19d6d45820f072eff1bea413910592ff17157cabc5f1227a16/xxhash-3.6.0-cp313-cp313t-win_amd64.whl", hash = "sha256:b1e420ef35c503869c4064f4a2f2b08ad6431ab7b229a05cce39d74268bca6b8", size = 31799, upload-time = "2025-10-02T14:35:36.165Z" },
{ url = "https://files.pythonhosted.org/packages/56/15/064b197e855bfb7b343210e82490ae672f8bc7cdf3ddb02e92f64304ee8a/xxhash-3.6.0-cp313-cp313t-win_arm64.whl", hash = "sha256:ec44b73a4220623235f67a996c862049f375df3b1052d9899f40a6382c32d746", size = 28044, upload-time = "2025-10-02T14:35:37.195Z" },
{ url = "https://files.pythonhosted.org/packages/7e/5e/0138bc4484ea9b897864d59fce9be9086030825bc778b76cb5a33a906d37/xxhash-3.6.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:a40a3d35b204b7cc7643cbcf8c9976d818cb47befcfac8bbefec8038ac363f3e", size = 32754, upload-time = "2025-10-02T14:35:38.245Z" },
{ url = "https://files.pythonhosted.org/packages/18/d7/5dac2eb2ec75fd771957a13e5dda560efb2176d5203f39502a5fc571f899/xxhash-3.6.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a54844be970d3fc22630b32d515e79a90d0a3ddb2644d8d7402e3c4c8da61405", size = 30846, upload-time = "2025-10-02T14:35:39.6Z" },
{ url = "https://files.pythonhosted.org/packages/fe/71/8bc5be2bb00deb5682e92e8da955ebe5fa982da13a69da5a40a4c8db12fb/xxhash-3.6.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:016e9190af8f0a4e3741343777710e3d5717427f175adfdc3e72508f59e2a7f3", size = 194343, upload-time = "2025-10-02T14:35:40.69Z" },
{ url = "https://files.pythonhosted.org/packages/e7/3b/52badfb2aecec2c377ddf1ae75f55db3ba2d321c5e164f14461c90837ef3/xxhash-3.6.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4f6f72232f849eb9d0141e2ebe2677ece15adfd0fa599bc058aad83c714bb2c6", size = 213074, upload-time = "2025-10-02T14:35:42.29Z" },
{ url = "https://files.pythonhosted.org/packages/a2/2b/ae46b4e9b92e537fa30d03dbc19cdae57ed407e9c26d163895e968e3de85/xxhash-3.6.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:63275a8aba7865e44b1813d2177e0f5ea7eadad3dd063a21f7cf9afdc7054063", size = 212388, upload-time = "2025-10-02T14:35:43.929Z" },
{ url = "https://files.pythonhosted.org/packages/f5/80/49f88d3afc724b4ac7fbd664c8452d6db51b49915be48c6982659e0e7942/xxhash-3.6.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cd01fa2aa00d8b017c97eb46b9a794fbdca53fc14f845f5a328c71254b0abb7", size = 445614, upload-time = "2025-10-02T14:35:45.216Z" },
{ url = "https://files.pythonhosted.org/packages/ed/ba/603ce3961e339413543d8cd44f21f2c80e2a7c5cfe692a7b1f2cccf58f3c/xxhash-3.6.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0226aa89035b62b6a86d3c68df4d7c1f47a342b8683da2b60cedcddb46c4d95b", size = 194024, upload-time = "2025-10-02T14:35:46.959Z" },
{ url = "https://files.pythonhosted.org/packages/78/d1/8e225ff7113bf81545cfdcd79eef124a7b7064a0bba53605ff39590b95c2/xxhash-3.6.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c6e193e9f56e4ca4923c61238cdaced324f0feac782544eb4c6d55ad5cc99ddd", size = 210541, upload-time = "2025-10-02T14:35:48.301Z" },
{ url = "https://files.pythonhosted.org/packages/6f/58/0f89d149f0bad89def1a8dd38feb50ccdeb643d9797ec84707091d4cb494/xxhash-3.6.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9176dcaddf4ca963d4deb93866d739a343c01c969231dbe21680e13a5d1a5bf0", size = 198305, upload-time = "2025-10-02T14:35:49.584Z" },
{ url = "https://files.pythonhosted.org/packages/11/38/5eab81580703c4df93feb5f32ff8fa7fe1e2c51c1f183ee4e48d4bb9d3d7/xxhash-3.6.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:c1ce4009c97a752e682b897aa99aef84191077a9433eb237774689f14f8ec152", size = 210848, upload-time = "2025-10-02T14:35:50.877Z" },
{ url = "https://files.pythonhosted.org/packages/5e/6b/953dc4b05c3ce678abca756416e4c130d2382f877a9c30a20d08ee6a77c0/xxhash-3.6.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:8cb2f4f679b01513b7adbb9b1b2f0f9cdc31b70007eaf9d59d0878809f385b11", size = 414142, upload-time = "2025-10-02T14:35:52.15Z" },
{ url = "https://files.pythonhosted.org/packages/08/a9/238ec0d4e81a10eb5026d4a6972677cbc898ba6c8b9dbaec12ae001b1b35/xxhash-3.6.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:653a91d7c2ab54a92c19ccf43508b6a555440b9be1bc8be553376778be7f20b5", size = 191547, upload-time = "2025-10-02T14:35:53.547Z" },
{ url = "https://files.pythonhosted.org/packages/f1/ee/3cf8589e06c2164ac77c3bf0aa127012801128f1feebf2a079272da5737c/xxhash-3.6.0-cp314-cp314-win32.whl", hash = "sha256:a756fe893389483ee8c394d06b5ab765d96e68fbbfe6fde7aa17e11f5720559f", size = 31214, upload-time = "2025-10-02T14:35:54.746Z" },
{ url = "https://files.pythonhosted.org/packages/02/5d/a19552fbc6ad4cb54ff953c3908bbc095f4a921bc569433d791f755186f1/xxhash-3.6.0-cp314-cp314-win_amd64.whl", hash = "sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad", size = 32290, upload-time = "2025-10-02T14:35:55.791Z" },
{ url = "https://files.pythonhosted.org/packages/b1/11/dafa0643bc30442c887b55baf8e73353a344ee89c1901b5a5c54a6c17d39/xxhash-3.6.0-cp314-cp314-win_arm64.whl", hash = "sha256:25915e6000338999236f1eb68a02a32c3275ac338628a7eaa5a269c401995679", size = 28795, upload-time = "2025-10-02T14:35:57.162Z" },
{ url = "https://files.pythonhosted.org/packages/2c/db/0e99732ed7f64182aef4a6fb145e1a295558deec2a746265dcdec12d191e/xxhash-3.6.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c5294f596a9017ca5a3e3f8884c00b91ab2ad2933cf288f4923c3fd4346cf3d4", size = 32955, upload-time = "2025-10-02T14:35:58.267Z" },
{ url = "https://files.pythonhosted.org/packages/55/f4/2a7c3c68e564a099becfa44bb3d398810cc0ff6749b0d3cb8ccb93f23c14/xxhash-3.6.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1cf9dcc4ab9cff01dfbba78544297a3a01dafd60f3bde4e2bfd016cf7e4ddc67", size = 31072, upload-time = "2025-10-02T14:35:59.382Z" },
{ url = "https://files.pythonhosted.org/packages/c6/d9/72a29cddc7250e8a5819dad5d466facb5dc4c802ce120645630149127e73/xxhash-3.6.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:01262da8798422d0685f7cef03b2bd3f4f46511b02830861df548d7def4402ad", size = 196579, upload-time = "2025-10-02T14:36:00.838Z" },
{ url = "https://files.pythonhosted.org/packages/63/93/b21590e1e381040e2ca305a884d89e1c345b347404f7780f07f2cdd47ef4/xxhash-3.6.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:51a73fb7cb3a3ead9f7a8b583ffd9b8038e277cdb8cb87cf890e88b3456afa0b", size = 215854, upload-time = "2025-10-02T14:36:02.207Z" },
{ url = "https://files.pythonhosted.org/packages/ce/b8/edab8a7d4fa14e924b29be877d54155dcbd8b80be85ea00d2be3413a9ed4/xxhash-3.6.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b9c6df83594f7df8f7f708ce5ebeacfc69f72c9fbaaababf6cf4758eaada0c9b", size = 214965, upload-time = "2025-10-02T14:36:03.507Z" },
{ url = "https://files.pythonhosted.org/packages/27/67/dfa980ac7f0d509d54ea0d5a486d2bb4b80c3f1bb22b66e6a05d3efaf6c0/xxhash-3.6.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:627f0af069b0ea56f312fd5189001c24578868643203bca1abbc2c52d3a6f3ca", size = 448484, upload-time = "2025-10-02T14:36:04.828Z" },
{ url = "https://files.pythonhosted.org/packages/8c/63/8ffc2cc97e811c0ca5d00ab36604b3ea6f4254f20b7bc658ca825ce6c954/xxhash-3.6.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aa912c62f842dfd013c5f21a642c9c10cd9f4c4e943e0af83618b4a404d9091a", size = 196162, upload-time = "2025-10-02T14:36:06.182Z" },
{ url = "https://files.pythonhosted.org/packages/4b/77/07f0e7a3edd11a6097e990f6e5b815b6592459cb16dae990d967693e6ea9/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:b465afd7909db30168ab62afe40b2fcf79eedc0b89a6c0ab3123515dc0df8b99", size = 213007, upload-time = "2025-10-02T14:36:07.733Z" },
{ url = "https://files.pythonhosted.org/packages/ae/d8/bc5fa0d152837117eb0bef6f83f956c509332ce133c91c63ce07ee7c4873/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:a881851cf38b0a70e7c4d3ce81fc7afd86fbc2a024f4cfb2a97cf49ce04b75d3", size = 200956, upload-time = "2025-10-02T14:36:09.106Z" },
{ url = "https://files.pythonhosted.org/packages/26/a5/d749334130de9411783873e9b98ecc46688dad5db64ca6e04b02acc8b473/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9b3222c686a919a0f3253cfc12bb118b8b103506612253b5baeaac10d8027cf6", size = 213401, upload-time = "2025-10-02T14:36:10.585Z" },
{ url = "https://files.pythonhosted.org/packages/89/72/abed959c956a4bfc72b58c0384bb7940663c678127538634d896b1195c10/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:c5aa639bc113e9286137cec8fadc20e9cd732b2cc385c0b7fa673b84fc1f2a93", size = 417083, upload-time = "2025-10-02T14:36:12.276Z" },
{ url = "https://files.pythonhosted.org/packages/0c/b3/62fd2b586283b7d7d665fb98e266decadf31f058f1cf6c478741f68af0cb/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5c1343d49ac102799905e115aee590183c3921d475356cb24b4de29a4bc56518", size = 193913, upload-time = "2025-10-02T14:36:14.025Z" },
{ url = "https://files.pythonhosted.org/packages/9a/9a/c19c42c5b3f5a4aad748a6d5b4f23df3bed7ee5445accc65a0fb3ff03953/xxhash-3.6.0-cp314-cp314t-win32.whl", hash = "sha256:5851f033c3030dd95c086b4a36a2683c2ff4a799b23af60977188b057e467119", size = 31586, upload-time = "2025-10-02T14:36:15.603Z" },
{ url = "https://files.pythonhosted.org/packages/03/d6/4cc450345be9924fd5dc8c590ceda1db5b43a0a889587b0ae81a95511360/xxhash-3.6.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f", size = 32526, upload-time = "2025-10-02T14:36:16.708Z" },
{ url = "https://files.pythonhosted.org/packages/0f/c9/7243eb3f9eaabd1a88a5a5acadf06df2d83b100c62684b7425c6a11bcaa8/xxhash-3.6.0-cp314-cp314t-win_arm64.whl", hash = "sha256:bb79b1e63f6fd84ec778a4b1916dfe0a7c3fdb986c06addd5db3a0d413819d95", size = 28898, upload-time = "2025-10-02T14:36:17.843Z" },
{ url = "https://files.pythonhosted.org/packages/93/1e/8aec23647a34a249f62e2398c42955acd9b4c6ed5cf08cbea94dc46f78d2/xxhash-3.6.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0f7b7e2ec26c1666ad5fc9dbfa426a6a3367ceaf79db5dd76264659d509d73b0", size = 30662, upload-time = "2025-10-02T14:37:01.743Z" },
{ url = "https://files.pythonhosted.org/packages/b8/0b/b14510b38ba91caf43006209db846a696ceea6a847a0c9ba0a5b1adc53d6/xxhash-3.6.0-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5dc1e14d14fa0f5789ec29a7062004b5933964bb9b02aae6622b8f530dc40296", size = 41056, upload-time = "2025-10-02T14:37:02.879Z" },
{ url = "https://files.pythonhosted.org/packages/50/55/15a7b8a56590e66ccd374bbfa3f9ffc45b810886c8c3b614e3f90bd2367c/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:881b47fc47e051b37d94d13e7455131054b56749b91b508b0907eb07900d1c13", size = 36251, upload-time = "2025-10-02T14:37:04.44Z" },
{ url = "https://files.pythonhosted.org/packages/62/b2/5ac99a041a29e58e95f907876b04f7067a0242cb85b5f39e726153981503/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c6dc31591899f5e5666f04cc2e529e69b4072827085c1ef15294d91a004bc1bd", size = 32481, upload-time = "2025-10-02T14:37:05.869Z" },
{ url = "https://files.pythonhosted.org/packages/7b/d9/8d95e906764a386a3d3b596f3c68bb63687dfca806373509f51ce8eea81f/xxhash-3.6.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:15e0dac10eb9309508bfc41f7f9deaa7755c69e35af835db9cb10751adebc35d", size = 31565, upload-time = "2025-10-02T14:37:06.966Z" },
]
[[package]]
name = "zstandard"
version = "0.25.0"
-5
View File
@@ -2,11 +2,6 @@
Implementation of LangGraph CheckpointSaver that uses SQLite DB (both sync and async, via `aiosqlite`)
## Security
> [!IMPORTANT]
> Set `LANGGRAPH_STRICT_MSGPACK=true` or pass an explicit `allowed_msgpack_modules` list when creating your checkpointer. This restricts checkpoint deserialization to known-safe types, preventing code execution if the database is compromised. See the [langgraph-checkpoint README](https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint#serde) for details.
## Usage
```python
@@ -4,7 +4,7 @@ import json
import random
import sqlite3
import threading
from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
from collections.abc import AsyncIterator, Iterator, Sequence
from contextlib import closing, contextmanager
from typing import Any, cast
@@ -16,19 +16,12 @@ from langgraph.checkpoint.base import (
Checkpoint,
CheckpointMetadata,
CheckpointTuple,
DeltaChannelHistory,
SerializerProtocol,
get_checkpoint_id,
get_checkpoint_metadata,
)
from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
from langgraph.checkpoint.sqlite._delta import (
DELTA_STAGE1_SQL,
build_delta_channels_writes_history,
build_delta_stage2_sql,
step_walk_with_row,
)
from langgraph.checkpoint.sqlite.utils import search_where
_AIO_ERROR_MSG = (
@@ -500,88 +493,6 @@ class SqliteSaver(BaseCheckpointSaver[str]):
(str(thread_id),),
)
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Fast-path override of `BaseCheckpointSaver.get_delta_channel_history`.
Two-stage query:
* 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
separate seed-blob fetch — sqlite stores `channel_values` inline
in the checkpoint blob, so seeds come back from stage 1.
"""
if not channels:
return {}
channels = list(channels)
thread_id = str(config["configurable"]["thread_id"])
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
if checkpoint_id is None:
target = self.get_tuple(config)
if target is None:
return {ch: {"writes": []} for ch in channels}
checkpoint_id = target.config["configurable"]["checkpoint_id"]
chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
seed_val_by_ch: dict[str, Any] = {}
walk_state: dict[str, Any] = {}
seeded: set[str] = set()
with self.cursor(transaction=False) as cur:
cur.execute(DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id))
for row in cur:
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,
serde=self.serde,
chain_by_ch=chain_by_ch,
seed_val_by_ch=seed_val_by_ch,
walk_state=walk_state,
seeded=seeded,
channels=channels,
):
break
channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
stage2_sql = build_delta_stage2_sql(
chain_lens=[len(chain_by_ch[ch]) for ch in channels_with_chain],
)
if stage2_sql:
stage2_params: list[Any] = []
for ch in channels_with_chain:
stage2_params.extend(
[thread_id, checkpoint_ns, ch, *chain_by_ch[ch]]
)
cur.execute(stage2_sql, stage2_params)
stage2_rows = cast(
"list[tuple[str, str, str, int, str, bytes]]", cur.fetchall()
)
else:
stage2_rows = []
return build_delta_channels_writes_history(
channels=channels,
chain_by_ch=chain_by_ch,
seed_val_by_ch=seed_val_by_ch,
seeded=seeded,
stage2_rows=stage2_rows,
serde=self.serde,
)
async def aget_tuple(self, config: RunnableConfig) -> CheckpointTuple | None:
"""Get a checkpoint tuple from the database asynchronously.
@@ -1,172 +0,0 @@
"""Shared helpers for `get_delta_channel_history` on sqlite savers.
Mirrors the two-stage shape of `BasePostgresSaver` (ancestor walk +
per-channel UNION ALL writes fetch), but adapted for sqlite's
constraints. The structural differences:
* No JSONB — to inspect `channel_values` for a checkpoint we must
deserialize the full blob. Stage 1 streams the cursor row-by-row and
deserializes only the rows the merged walk visits, freeing each blob
before advancing.
* No separate blob table — `channel_values` lives inline in the
checkpoint, so seeds come back from stage 1 with no second fetch.
* Single merged walk (not K independent walks): each visited cid is
deserialized exactly once, regardless of how many channels are still
seeking their seed.
The streaming design keeps peak in-flight memory at roughly one
deserialized checkpoint at a time, instead of holding the entire
ancestor chain's worth of raw blobs as a `fetchall()`-materialized list.
"""
from __future__ import annotations
from collections.abc import Mapping, Sequence
from typing import Any
from langgraph.checkpoint.base import DeltaChannelHistory, PendingWrite
# 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 = (
"SELECT checkpoint_id, parent_checkpoint_id, type, checkpoint "
"FROM checkpoints "
"WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id <= ? "
"ORDER BY checkpoint_id DESC"
)
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
own `IN (?, ?, ...)` placeholder list because sqlite has no array-bind
equivalent of postgres's `= ANY(%s)`. Caller passes parameters in
matching order: `[thread_id, checkpoint_ns, channel, *chain_cids]` per
branch.
Returns an empty string when no channel has a chain (caller skips
executing in that case). Per-channel UNION ALL avoids the over-fetch
of a single `channel = ANY(channels)` filter when channels have
different chain depths — same rationale as postgres.
"""
branches: list[str] = []
for n in chain_lens:
cid_placeholders = ",".join("?" * n)
branches.append(
"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})"
)
return " UNION ALL ".join(branches)
def step_walk_with_row(
*,
cid: str,
parent_cid: str | None,
type_tag: str,
blob: bytes,
target_id: str,
serde: Any,
chain_by_ch: dict[str, list[str]],
seed_val_by_ch: dict[str, Any],
walk_state: dict[str, Any],
seeded: set[str],
channels: Sequence[str],
) -> bool:
"""Process one streamed stage-1 row in the merged ancestor walk.
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, 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.
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}
# Not target yet (or target not present): keep streaming.
return False
active: set[str] = walk_state["active"]
if not active:
return True
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))
channel_values: Mapping[str, Any] = ckpt.get("channel_values") or {}
for ch in [ch for ch in active if ch in channel_values]:
seed_val_by_ch[ch] = channel_values[ch]
seeded.add(ch)
active.discard(ch)
del ckpt, channel_values
walk_state["cur_cid"] = parent_cid
return not active
def build_delta_channels_writes_history(
*,
channels: Sequence[str],
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]],
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)`.
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]]]] = {
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)
)
for cid_map in writes_by_ch_by_cid.values():
for ws in cid_map.values():
ws.sort(key=lambda w: (w[2], w[3]))
result: dict[str, DeltaChannelHistory] = {}
for ch in channels:
chain_cids = chain_by_ch.get(ch, [])
cid_writes = writes_by_ch_by_cid.get(ch, {})
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 in cid_writes.get(cid, []):
collected.append(
(task_id, ch, serde.loads_typed((type_tag, value_blob)))
)
entry: DeltaChannelHistory = {"writes": collected}
if ch in seeded:
entry["seed"] = seed_val_by_ch[ch]
result[ch] = entry
return result
@@ -4,7 +4,7 @@ import asyncio
import json
import random
import threading
from collections.abc import AsyncIterator, Callable, Iterator, Mapping, Sequence
from collections.abc import AsyncIterator, Callable, Iterator, Sequence
from contextlib import asynccontextmanager
from typing import Any, TypeVar, cast
@@ -17,19 +17,12 @@ from langgraph.checkpoint.base import (
Checkpoint,
CheckpointMetadata,
CheckpointTuple,
DeltaChannelHistory,
SerializerProtocol,
get_checkpoint_id,
get_checkpoint_metadata,
)
from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
from langgraph.checkpoint.sqlite._delta import (
DELTA_STAGE1_SQL,
build_delta_channels_writes_history,
build_delta_stage2_sql,
step_walk_with_row,
)
from langgraph.checkpoint.sqlite.utils import search_where
T = TypeVar("T", bound=Callable)
@@ -279,29 +272,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
self.adelete_thread(thread_id), self.loop
).result()
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Sync bridge to `aget_delta_channel_history`.
Mirrors the same cross-thread guard as `get_tuple` /
`delete_thread` — calling from the loop thread raises rather than
deadlocking.
"""
try:
if asyncio.get_running_loop() is self.loop:
raise asyncio.InvalidStateError(
"Synchronous calls to AsyncSqliteSaver 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()
async def setup(self) -> None:
"""Set up the checkpoint database asynchronously.
@@ -619,83 +589,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
)
await self.conn.commit()
async def aget_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""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 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.
"""
if not channels:
return {}
channels = list(channels)
await self.setup()
thread_id = str(config["configurable"]["thread_id"])
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
checkpoint_id = get_checkpoint_id(config)
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"]
chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
seed_val_by_ch: dict[str, Any] = {}
walk_state: dict[str, Any] = {}
seeded: set[str] = set()
async with self.lock, self.conn.cursor() as cur:
await cur.execute(
DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id)
)
async for row in cur:
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,
serde=self.serde,
chain_by_ch=chain_by_ch,
seed_val_by_ch=seed_val_by_ch,
walk_state=walk_state,
seeded=seeded,
channels=channels,
):
break
channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
stage2_sql = build_delta_stage2_sql(
chain_lens=[len(chain_by_ch[ch]) for ch in channels_with_chain],
)
if stage2_sql:
stage2_params: list[Any] = []
for ch in channels_with_chain:
stage2_params.extend(
[thread_id, checkpoint_ns, ch, *chain_by_ch[ch]]
)
await cur.execute(stage2_sql, stage2_params)
stage2_rows = cast(
"list[tuple[str, str, str, int, str, bytes]]",
await cur.fetchall(),
)
else:
stage2_rows = []
return build_delta_channels_writes_history(
channels=channels,
chain_by_ch=chain_by_ch,
seed_val_by_ch=seed_val_by_ch,
seeded=seeded,
stage2_rows=stage2_rows,
serde=self.serde,
)
def get_next_version(self, current: str | None, channel: None) -> str:
"""Generate the next version ID for a channel.
+3 -3
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph-checkpoint-sqlite"
version = "3.1.0a1"
version = "3.0.3"
description = "Library with a SQLite implementation of LangGraph checkpoint saver."
authors = []
requires-python = ">=3.10"
@@ -12,14 +12,14 @@ readme = "README.md"
license = "MIT"
license-files = ['LICENSE']
dependencies = [
"langgraph-checkpoint>=4.1.0a4,<5.0.0",
"langgraph-checkpoint>=3,<5.0.0",
"aiosqlite>=0.20",
"sqlite-vec>=0.1.6",
]
[project.urls]
Source = "https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint-sqlite"
Twitter = "https://x.com/langchain_oss"
Twitter = "https://x.com/LangChain"
Slack = "https://www.langchain.com/join-community"
Reddit = "https://www.reddit.com/r/LangChain/"
@@ -1,37 +0,0 @@
"""Run delta-channel conformance capabilities against AsyncSqliteSaver."""
from __future__ import annotations
import pytest
pytest.importorskip(
"langgraph.checkpoint.conformance",
reason="langgraph-checkpoint-conformance not installed",
)
pytest.importorskip("aiosqlite", reason="aiosqlite not installed")
@pytest.mark.asyncio
async def test_delta_channel_conformance():
from langgraph.checkpoint.conformance import validate
from langgraph.checkpoint.conformance.initializer import checkpointer_test
from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver
@checkpointer_test(name="AsyncSqliteSaver")
async def sqlite_saver():
async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
yield saver
report = await validate(
sqlite_saver,
capabilities={
"delta_channel_history",
"delta_channel_keepset",
"delta_channel_reconstruction",
},
)
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}")
@@ -1,170 +0,0 @@
"""Sqlite-specific migration smoke tests: BinaryOperatorAggregate -> DeltaChannel.
Mirrors `libs/langgraph/tests/test_delta_channel_migration.py` (which
covers `InMemorySaver` + a third-party fallback to the base default
impl). This file exercises the same migration scenario through the
sqlite-specific `SqliteSaver.get_delta_channel_history` override —
specifically that the streaming ancestor walk finds a pre-migration
plain `channel_values[ch]` entry and surfaces it as the `seed`, with
post-migration writes folding on top through the reducer.
Pre-migration checkpoints under `BinaryOperatorAggregate` carry the
full accumulated value at every settled super-step boundary. The
override has to identify those as "real" seeds (not `_DeltaSnapshot`
sentinels) — the saver layer is intentionally delta-agnostic and just
returns whatever is stored in `channel_values[ch]`.
"""
from __future__ import annotations
import operator
from typing import Annotated, Any
import pytest
from langchain_core.runnables import RunnableConfig
# `langgraph` core isn't a dep of `langgraph-checkpoint-sqlite`. Skip the
# whole module rather than importerror-ing in the standalone CI shape.
pytest.importorskip("langgraph.channels.delta", reason="langgraph core not installed")
pytest.importorskip("langgraph.channels.binop", reason="langgraph core not installed")
pytest.importorskip("langgraph.graph", reason="langgraph core not installed")
from langgraph.channels.binop import BinaryOperatorAggregate # type: ignore[import-untyped] # noqa: E402,I001
from langgraph.channels.delta import DeltaChannel # type: ignore[import-untyped] # noqa: E402
from langgraph.graph import END, START, StateGraph # type: ignore[import-untyped] # noqa: E402
from typing_extensions import TypedDict # noqa: E402
from langgraph.checkpoint.sqlite import SqliteSaver # noqa: E402
from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver # noqa: E402
pytestmark = pytest.mark.anyio
def _noop(_state: Any) -> dict:
return {}
def _list_concat(state: list, writes: list) -> list:
result = list(state)
for w in writes:
result.extend(w if isinstance(w, list) else [w])
return result
def _binop_graph(checkpointer: Any) -> Any:
class BinopState(TypedDict):
items: Annotated[list, BinaryOperatorAggregate(list, operator.add)]
return (
StateGraph(BinopState)
.add_node("noop", _noop)
.add_edge(START, "noop")
.add_edge("noop", END)
.compile(checkpointer=checkpointer)
)
def _delta_graph(checkpointer: Any) -> Any:
class DeltaState(TypedDict):
items: Annotated[list, DeltaChannel(_list_concat)]
return (
StateGraph(DeltaState)
.add_node("noop", _noop)
.add_edge(START, "noop")
.add_edge("noop", END)
.compile(checkpointer=checkpointer)
)
def _drive(graph: Any, config: RunnableConfig, tag: str, n: int) -> None:
for i in range(n):
graph.invoke({"items": [f"{tag}{i}"]}, config)
async def _adrive(graph: Any, config: RunnableConfig, tag: str, n: int) -> None:
for i in range(n):
await graph.ainvoke({"items": [f"{tag}{i}"]}, config)
def _settled_boundaries(history: list) -> list[tuple[RunnableConfig, list]]:
"""`(config, items)` for every checkpoint with `next == ('__start__',)`
— the stable inter-invoke boundaries that round-trip predictably.
"""
return [
(s.config, list(s.values.get("items", [])))
for s in history
if s.next == ("__start__",)
]
def test_migration_preserves_pre_migration_state_sync() -> None:
"""Drive 3 invokes under `BinaryOperatorAggregate`, swap the
annotation to `DeltaChannel` on the same sqlite-backed thread, and
verify every settled pre-migration boundary round-trips exactly.
The override's streaming walk must identify the plain accumulated
list at each pre-migration ancestor as a valid `seed` even though
no `_DeltaSnapshot` was ever written there.
"""
with SqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "mig-sync"}}
binop = _binop_graph(saver)
_drive(binop, config, "u", 3)
pre_boundaries = _settled_boundaries(list(binop.get_state_history(config)))
assert len(pre_boundaries) >= 2, "expected multiple settled boundaries"
delta = _delta_graph(saver)
for cfg, items in pre_boundaries:
snap = delta.get_state(cfg)
assert list(snap.values.get("items", [])) == items, (
f"snapshot mismatch at {cfg['configurable']['checkpoint_id']}: "
f"expected {items}, got {snap.values.get('items', [])}"
)
def test_migration_continued_thread_folds_deltas_on_seed_sync() -> None:
"""After migration, driving one more super-step extends the
pre-migration accumulated state via the delta reducer — the seed
plus a single new write.
"""
with SqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "mig-continue-sync"}}
binop = _binop_graph(saver)
_drive(binop, config, "u", 3)
pre_history = list(binop.get_state_history(config))
pre_boundaries = _settled_boundaries(pre_history)
# Latest settled boundary — the leaf pre-migration state.
leaf_cfg, leaf_items = pre_boundaries[0]
assert leaf_items, "expected non-empty pre-migration leaf"
delta = _delta_graph(saver)
delta.invoke({"items": ["after-migration"]}, leaf_cfg)
new_state = delta.get_state(config).values["items"]
assert new_state[: len(leaf_items)] == leaf_items
assert "after-migration" in new_state
async def test_migration_preserves_pre_migration_state_async() -> None:
"""Async equivalent of the basic-migration round-trip check on
`AsyncSqliteSaver`."""
async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "mig-async"}}
binop = _binop_graph(saver)
await _adrive(binop, config, "u", 3)
pre_history = [s async for s in binop.aget_state_history(config)]
pre_boundaries = _settled_boundaries(pre_history)
assert len(pre_boundaries) >= 2
delta = _delta_graph(saver)
for cfg, items in pre_boundaries:
snap = await delta.aget_state(cfg)
assert list(snap.values.get("items", [])) == items, (
f"async snapshot mismatch at {cfg['configurable']['checkpoint_id']}"
)
@@ -1,271 +0,0 @@
"""Smoke tests for `BaseCheckpointSaver.get_delta_channel_history` on sqlite.
`SqliteSaver` (and `AsyncSqliteSaver`) deliberately don't override the
default implementation in `BaseCheckpointSaver` — these tests pin the
default impl to behave correctly end-to-end against a real persistent
saver and a real `DeltaChannel`-backed graph.
Scenarios covered:
* Empty `channels` argument returns an empty mapping (no I/O).
* On a non-trivial multi-checkpoint thread, per-channel writes come back
oldest→newest.
* When the walk reaches the root without ever finding a stored value,
`seed` is omitted from the entry (consumer treats absence as "start
empty").
* When a `_DeltaSnapshot` blob is present at an ancestor, it is returned
as the `seed`.
* The async saver returns the same shape via `aget_delta_channel_history`.
"""
from __future__ import annotations
import operator
from typing import Annotated, Any
import pytest
from langchain_core.runnables import RunnableConfig
# `langgraph` is not a dep of `langgraph-checkpoint-sqlite`. When tests run
# in the sqlite lib's standalone CI environment without it installed, skip
# the whole module rather than failing at import.
pytest.importorskip("langgraph.channels.delta", reason="langgraph core not installed")
pytest.importorskip("langgraph.graph", reason="langgraph core not installed")
from langgraph.channels.delta import DeltaChannel # type: ignore[import-untyped] # noqa: E402,I001
from langgraph.checkpoint.serde.types import _DeltaSnapshot # noqa: E402
from langgraph.graph import END, START, StateGraph # type: ignore[import-untyped] # noqa: E402
from typing_extensions import TypedDict # noqa: E402
from langgraph.checkpoint.sqlite import SqliteSaver # noqa: E402
from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver # noqa: E402
pytestmark = pytest.mark.anyio
# ---------------------------------------------------------------------------
# Graph helpers
# ---------------------------------------------------------------------------
def _noop(_state: Any) -> dict[str, Any]:
return {}
class _DeltaState(TypedDict):
items: Annotated[list, DeltaChannel(operator.add)]
def _delta_graph(checkpointer: Any) -> Any:
return (
StateGraph(_DeltaState)
.add_node("noop", _noop)
.add_edge(START, "noop")
.add_edge("noop", END)
.compile(checkpointer=checkpointer)
)
def _drive(graph: Any, config: RunnableConfig, n: int) -> None:
for i in range(n):
graph.invoke({"items": [f"v{i}"]}, config)
async def _adrive(graph: Any, config: RunnableConfig, n: int) -> None:
for i in range(n):
await graph.ainvoke({"items": [f"v{i}"]}, config)
def _pick_non_root(saver: Any, config: RunnableConfig) -> RunnableConfig:
"""Return a config pointing at a checkpoint that has at least one ancestor.
`get_delta_channel_history` walks the parent chain — calling it on the root
checkpoint produces `writes=[]` and no `seed`, which is uninteresting
for the multi-step assertions below.
"""
history = list(saver.list(config))
assert history, "expected non-empty history"
# `list` yields newest→oldest; the second entry has the first entry
# as its parent, so its parent_config is non-None.
for tup in history:
if tup.parent_config is not None:
return tup.config
raise AssertionError("no checkpoint with a parent in history")
async def _apick_non_root(saver: Any, config: RunnableConfig) -> RunnableConfig:
history = [tup async for tup in saver.alist(config)]
assert history, "expected non-empty history"
for tup in history:
if tup.parent_config is not None:
return tup.config
raise AssertionError("no checkpoint with a parent in history")
# ---------------------------------------------------------------------------
# Sync: SqliteSaver
# ---------------------------------------------------------------------------
def test_empty_channels_returns_empty_mapping_sync() -> None:
"""Empty `channels` short-circuits to `{}` without touching storage."""
with SqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "empty"}}
assert saver.get_delta_channel_history(config=config, channels=[]) == {}
def test_writes_history_oldest_to_newest_sync() -> None:
"""Per-channel writes accumulated across the walk come back oldest→newest."""
with SqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "history-sync"}}
graph = _delta_graph(saver)
_drive(graph, config, 3)
target_cfg = _pick_non_root(saver, config)
result = saver.get_delta_channel_history(config=target_cfg, channels=["items"])
assert "items" in result
entry = result["items"]
assert isinstance(entry["writes"], list)
# If any writes were collected, their values should be in oldest→newest
# order — i.e. tagged 'v0', 'v1', ... matching invoke order.
write_values: list[Any] = []
for _task_id, channel, value in entry["writes"]:
assert channel == "items"
write_values.extend(value if isinstance(value, list) else [value])
# `_drive` invokes with payloads ['v0'], ['v1'], ['v2']. Whatever
# subset shows up in the chain must be a contiguous prefix in order.
for idx, val in enumerate(write_values):
assert val == f"v{idx}", (
f"writes not in oldest→newest order: {write_values}"
)
def test_seed_present_when_snapshot_in_ancestor_sync() -> None:
"""Inserting a `_DeltaSnapshot` blob at an ancestor → walk returns it as `seed`."""
with SqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "seed-sync"}}
graph = _delta_graph(saver)
_drive(graph, config, 2)
# Find the oldest non-root checkpoint, then walk to its parent and
# rewrite that parent's `channel_values["items"]` to a real
# `_DeltaSnapshot`. After this surgery, calling `get_delta_channel_history`
# at the leaf must return the snapshot value as `seed`.
history = list(saver.list(config))
assert len(history) >= 2
leaf_tup = history[0]
# Walk to an ancestor with a parent_config (any non-root will do).
ancestor_tup = next(
(tup for tup in history if tup.parent_config is not None), None
)
assert ancestor_tup is not None
parent_cfg = ancestor_tup.parent_config
assert parent_cfg is not None
parent_tup = saver.get_tuple(parent_cfg)
assert parent_tup is not None
snapshot_value = ["seeded", "items"]
parent_tup.checkpoint["channel_values"]["items"] = _DeltaSnapshot(
snapshot_value
)
# Make sure the channel has a version so the optimized blob lookup
# in any future override has something to hit.
parent_tup.checkpoint["channel_versions"].setdefault("items", 1)
saver.put(
parent_tup.parent_config or {"configurable": parent_cfg["configurable"]},
parent_tup.checkpoint,
parent_tup.metadata,
{},
)
result = saver.get_delta_channel_history(
config=leaf_tup.config, channels=["items"]
)
entry = result["items"]
assert "seed" in entry, f"expected seed to be present, got {entry}"
seed = entry["seed"]
assert isinstance(seed, _DeltaSnapshot), (
f"expected _DeltaSnapshot, got {seed!r}"
)
assert seed.value == snapshot_value
def test_seed_omitted_when_walk_reaches_root_sync() -> None:
"""`get_delta_channel_history` on the root checkpoint → no `seed` key, no writes."""
with SqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "root-sync"}}
graph = _delta_graph(saver)
_drive(graph, config, 1)
history = list(saver.list(config))
# Root is the oldest checkpoint (no parent_config).
root_tup = history[-1]
assert root_tup.parent_config is None
result = saver.get_delta_channel_history(
config=root_tup.config, channels=["items"]
)
entry = result["items"]
assert "seed" not in entry, f"root-walk should have no seed, got {entry}"
assert entry["writes"] == []
# ---------------------------------------------------------------------------
# Async: AsyncSqliteSaver
# ---------------------------------------------------------------------------
async def test_empty_channels_returns_empty_mapping_async() -> None:
"""Async equivalent of the empty-channels short-circuit."""
async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "empty-async"}}
assert await saver.aget_delta_channel_history(config=config, channels=[]) == {}
async def test_writes_history_oldest_to_newest_async() -> None:
"""Async equivalent of the oldest→newest ordering check."""
async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "history-async"}}
graph = _delta_graph(saver)
await _adrive(graph, config, 3)
target_cfg = await _apick_non_root(saver, config)
result = await saver.aget_delta_channel_history(
config=target_cfg, channels=["items"]
)
assert "items" in result
entry = result["items"]
assert isinstance(entry["writes"], list)
write_values: list[Any] = []
for _task_id, channel, value in entry["writes"]:
assert channel == "items"
write_values.extend(value if isinstance(value, list) else [value])
for idx, val in enumerate(write_values):
assert val == f"v{idx}", (
f"writes not in oldest→newest order: {write_values}"
)
async def test_seed_omitted_when_walk_reaches_root_async() -> None:
"""Async equivalent of the root-walk seed-absence check."""
async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
config: RunnableConfig = {"configurable": {"thread_id": "root-async"}}
graph = _delta_graph(saver)
await _adrive(graph, config, 1)
history = [tup async for tup in saver.alist(config)]
root_tup = history[-1]
assert root_tup.parent_config is None
result = await saver.aget_delta_channel_history(
config=root_tup.config, channels=["items"]
)
entry = result["items"]
assert "seed" not in entry, f"root-walk should have no seed, got {entry}"
assert entry["writes"] == []
+75 -198
View File
@@ -1,10 +1,6 @@
version = 1
revision = 3
requires-python = ">=3.10"
resolution-markers = [
"python_full_version >= '3.15'",
"python_full_version < '3.15'",
]
[[package]]
name = "aiosqlite"
@@ -253,7 +249,7 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.2.28"
version = "1.2.22"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "jsonpatch" },
@@ -265,14 +261,14 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
sdist = { url = "https://files.pythonhosted.org/packages/f8/a4/317a1a3ac1df33a64adb3670bf88bbe3b3d5baa274db6863a979db472897/langchain_core-1.2.28.tar.gz", hash = "sha256:271a3d8bd618f795fdeba112b0753980457fc90537c46a0c11998516a74dc2cb", size = 846119, upload-time = "2026-04-08T18:19:34.867Z" }
sdist = { url = "https://files.pythonhosted.org/packages/b1/a3/c4cd6827a1df46c821e7214b7f7b7a28b189e6c9b84ef15c6d629c5e3179/langchain_core-1.2.22.tar.gz", hash = "sha256:8d8f726d03d3652d403da915126626bb6250747e8ba406537d849e68b9f5d058", size = 842487, upload-time = "2026-03-24T18:48:44.9Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/a8/92/32f785f077c7e898da97064f113c73fbd9ad55d1e2169cf3a391b183dedb/langchain_core-1.2.28-py3-none-any.whl", hash = "sha256:80764232581eaf8057bcefa71dbf8adc1f6a28d257ebd8b95ba9b8b452e8c6ac", size = 508727, upload-time = "2026-04-08T18:19:32.823Z" },
{ url = "https://files.pythonhosted.org/packages/c7/a6/2ffacf0f1a3788f250e75d0b52a24896c413be11be3a6d42bcdf46fbea48/langchain_core-1.2.22-py3-none-any.whl", hash = "sha256:7e30d586b75918e828833b9ec1efc25465723566845dd652c277baf751e9c04b", size = 506829, upload-time = "2026-03-24T18:48:43.286Z" },
]
[[package]]
name = "langgraph-checkpoint"
version = "4.1.0a4"
version = "4.0.1"
source = { editable = "../checkpoint" }
dependencies = [
{ name = "langchain-core" },
@@ -320,7 +316,7 @@ test = [
[[package]]
name = "langgraph-checkpoint-sqlite"
version = "3.1.0a1"
version = "3.0.3"
source = { editable = "." }
dependencies = [
{ name = "aiosqlite" },
@@ -389,7 +385,7 @@ test = [
[[package]]
name = "langsmith"
version = "0.7.31"
version = "0.6.4"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
@@ -399,12 +395,11 @@ dependencies = [
{ name = "requests" },
{ name = "requests-toolbelt" },
{ name = "uuid-utils" },
{ name = "xxhash" },
{ name = "zstandard" },
]
sdist = { url = "https://files.pythonhosted.org/packages/e6/11/696019490992db5c87774dc20515529ef42a01e1d770fb754ed6d9b12fb0/langsmith-0.7.31.tar.gz", hash = "sha256:331ee4f7c26bb5be4022b9859b7d7b122cbf8c9d01d9f530114c1914b0349ffb", size = 1178480, upload-time = "2026-04-14T17:55:41.242Z" }
sdist = { url = "https://files.pythonhosted.org/packages/e7/85/9c7933052a997da1b85bc5c774f3865e9b1da1c8d71541ea133178b13229/langsmith-0.6.4.tar.gz", hash = "sha256:36f7223a01c218079fbb17da5e536ebbaf5c1468c028abe070aa3ae59bc99ec8", size = 919964, upload-time = "2026-01-15T20:02:28.873Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/a1/a013cf458c301cda86a213dd153ce0a01c93f1ab5833f951e6a44c9763ce/langsmith-0.7.31-py3-none-any.whl", hash = "sha256:0291d49203f6e80dda011af1afda61eb0595a4d697adb684590a8805e1d61fb6", size = 373276, upload-time = "2026-04-14T17:55:39.677Z" },
{ url = "https://files.pythonhosted.org/packages/66/0f/09a6637a7ba777eb307b7c80852d9ee26438e2bdafbad6fcc849ff9d9192/langsmith-0.6.4-py3-none-any.whl", hash = "sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486", size = 283503, upload-time = "2026-01-15T20:02:26.662Z" },
]
[[package]]
@@ -494,7 +489,7 @@ wheels = [
[[package]]
name = "mypy"
version = "1.20.2"
version = "1.20.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "librt", marker = "platform_python_implementation != 'PyPy'" },
@@ -503,51 +498,51 @@ dependencies = [
{ name = "tomli", marker = "python_full_version < '3.11'" },
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/04/af/e3d4b3e9ec91a0ff9aabfdb38692952acf49bbb899c2e4c29acb3a6da3ae/mypy-1.20.2.tar.gz", hash = "sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665", size = 3817349, upload-time = "2026-04-21T17:12:28.473Z" }
sdist = { url = "https://files.pythonhosted.org/packages/f8/5c/b0089fe7fef0a994ae5ee07029ced0526082c6cfaaa4c10d40a10e33b097/mypy-1.20.0.tar.gz", hash = "sha256:eb96c84efcc33f0b5e0e04beacf00129dd963b67226b01c00b9dfc8affb464c3", size = 3815028, upload-time = "2026-03-31T16:55:14.959Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/76/97/ce2502df2cecf2ef997b6c6527c4a223b92feb9e7b790cdc8dcd683f3a8a/mypy-1.20.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4", size = 14457059, upload-time = "2026-04-21T17:06:14.935Z" },
{ url = "https://files.pythonhosted.org/packages/c9/34/417ee60b822cc80c0f3dc9f495ad7fd8dbb8d8b2cf4baf22d4046d25d01d/mypy-1.20.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997", size = 13346816, upload-time = "2026-04-21T17:10:41.433Z" },
{ url = "https://files.pythonhosted.org/packages/4a/85/e20951978702df58379d0bcc2e8f7ccdca4e78cd7dc66dd3ddbf9b29d517/mypy-1.20.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14", size = 13772593, upload-time = "2026-04-21T17:08:11.24Z" },
{ url = "https://files.pythonhosted.org/packages/63/a5/5441a13259ec516c56fd5de0fd96a69a9590ae6c5e5d3e5174aa84b97973/mypy-1.20.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99", size = 14656635, upload-time = "2026-04-21T17:09:54.042Z" },
{ url = "https://files.pythonhosted.org/packages/3b/51/b89c69157c5e1f19fd125a65d991166a26906e7902f026f00feebbcfa2b9/mypy-1.20.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c", size = 14943278, upload-time = "2026-04-21T17:09:15.599Z" },
{ url = "https://files.pythonhosted.org/packages/e9/44/6b0eeecfe96d7cce1d71c66b8e03cb304aa70ec11f1955dc1d6b46aca3c3/mypy-1.20.2-cp310-cp310-win_amd64.whl", hash = "sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd", size = 10851915, upload-time = "2026-04-21T17:06:03.5Z" },
{ url = "https://files.pythonhosted.org/packages/3c/36/6593dc88545d75fb96416184be5392da5e2a8e8c2802a8597913e16ae25c/mypy-1.20.2-cp310-cp310-win_arm64.whl", hash = "sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2", size = 9786676, upload-time = "2026-04-21T17:07:02.035Z" },
{ url = "https://files.pythonhosted.org/packages/1f/4d/9ebeae211caccbdaddde7ed5e31dfcf57faac66be9b11deb1dc6526c8078/mypy-1.20.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c", size = 14371307, upload-time = "2026-04-21T17:08:56.442Z" },
{ url = "https://files.pythonhosted.org/packages/95/d7/93473d34b61f04fac1aecc01368485c89c5c4af7a4b9a0cab5d77d04b63f/mypy-1.20.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3", size = 13258917, upload-time = "2026-04-21T17:05:50.978Z" },
{ url = "https://files.pythonhosted.org/packages/e2/30/3dd903e8bafb7b5f7bf87fcd58f8382086dea2aa19f0a7b357f21f63071b/mypy-1.20.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254", size = 13700516, upload-time = "2026-04-21T17:11:33.161Z" },
{ url = "https://files.pythonhosted.org/packages/07/05/c61a140aba4c729ac7bc99ae26fc627c78a6e08f5b9dd319244ea71a3d7e/mypy-1.20.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98", size = 14562889, upload-time = "2026-04-21T17:05:27.674Z" },
{ url = "https://files.pythonhosted.org/packages/fd/87/da78243742ffa8a36d98c3010f0d829f93d5da4e6786f1a1a6f2ad616502/mypy-1.20.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac", size = 14803844, upload-time = "2026-04-21T17:10:06.2Z" },
{ url = "https://files.pythonhosted.org/packages/37/52/10a1ddf91b40f843943a3c6db51e2df59c9e237f29d355e95eaab427461f/mypy-1.20.2-cp311-cp311-win_amd64.whl", hash = "sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67", size = 10846300, upload-time = "2026-04-21T17:12:23.886Z" },
{ url = "https://files.pythonhosted.org/packages/20/02/f9a4415b664c53bd34d6709be59da303abcae986dc4ac847b402edb6fa1e/mypy-1.20.2-cp311-cp311-win_arm64.whl", hash = "sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100", size = 9779498, upload-time = "2026-04-21T17:09:23.695Z" },
{ url = "https://files.pythonhosted.org/packages/71/4e/7560e4528db9e9b147e4c0f22660466bf30a0a1fe3d63d1b9d3b0fd354ee/mypy-1.20.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b", size = 14539393, upload-time = "2026-04-21T17:07:12.52Z" },
{ url = "https://files.pythonhosted.org/packages/32/d9/34a5efed8124f5a9234f55ac6a4ced4201e2c5b81e1109c49ad23190ec8c/mypy-1.20.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4", size = 13361642, upload-time = "2026-04-21T17:06:53.742Z" },
{ url = "https://files.pythonhosted.org/packages/d1/14/eb377acf78c03c92d566a1510cda8137348215b5335085ef662ab82ecd3a/mypy-1.20.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6", size = 13740347, upload-time = "2026-04-21T17:12:04.73Z" },
{ url = "https://files.pythonhosted.org/packages/b9/94/7e4634a32b641aa1c112422eed1bbece61ee16205f674190e8b536f884de/mypy-1.20.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066", size = 14734042, upload-time = "2026-04-21T17:07:43.16Z" },
{ url = "https://files.pythonhosted.org/packages/7a/f3/f7e62395cb7f434541b4491a01149a4439e28ace4c0c632bbf5431e92d1f/mypy-1.20.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102", size = 14964958, upload-time = "2026-04-21T17:11:00.665Z" },
{ url = "https://files.pythonhosted.org/packages/3e/0d/47e3c3a0ec2a876e35aeac365df3cac7776c36bbd4ed18cc521e1b9d255b/mypy-1.20.2-cp312-cp312-win_amd64.whl", hash = "sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9", size = 10911340, upload-time = "2026-04-21T17:10:49.179Z" },
{ url = "https://files.pythonhosted.org/packages/d6/b2/6c852d72e0ea8b01f49da817fb52539993cde327e7d010e0103dc12d0dac/mypy-1.20.2-cp312-cp312-win_arm64.whl", hash = "sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58", size = 9833947, upload-time = "2026-04-21T17:09:05.267Z" },
{ url = "https://files.pythonhosted.org/packages/5b/c4/b93812d3a192c9bcf5df405bd2f30277cd0e48106a14d1023c7f6ed6e39b/mypy-1.20.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026", size = 14524670, upload-time = "2026-04-21T17:10:30.737Z" },
{ url = "https://files.pythonhosted.org/packages/f3/47/42c122501bff18eaf1e8f457f5c017933452d8acdc52918a9f59f6812955/mypy-1.20.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943", size = 13336218, upload-time = "2026-04-21T17:08:44.069Z" },
{ url = "https://files.pythonhosted.org/packages/92/8f/75bbc92f41725fbd585fb17b440b1119b576105df1013622983e18640a93/mypy-1.20.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517", size = 13724906, upload-time = "2026-04-21T17:08:01.02Z" },
{ url = "https://files.pythonhosted.org/packages/a1/32/4c49da27a606167391ff0c39aa955707a00edc500572e562f7c36c08a71f/mypy-1.20.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15", size = 14726046, upload-time = "2026-04-21T17:11:22.354Z" },
{ url = "https://files.pythonhosted.org/packages/7f/fc/4e354a1bd70216359deb0c9c54847ee6b32ef78dfb09f5131ff99b494078/mypy-1.20.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee", size = 14955587, upload-time = "2026-04-21T17:12:16.033Z" },
{ url = "https://files.pythonhosted.org/packages/62/b2/c0f2056e9eb8f08c62cafd9715e4584b89132bdc832fcf85d27d07b5f3e5/mypy-1.20.2-cp313-cp313-win_amd64.whl", hash = "sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f", size = 10922681, upload-time = "2026-04-21T17:06:35.842Z" },
{ url = "https://files.pythonhosted.org/packages/e5/14/065e333721f05de8ef683d0aa804c23026bcc287446b61cac657b902ccac/mypy-1.20.2-cp313-cp313-win_arm64.whl", hash = "sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330", size = 9830560, upload-time = "2026-04-21T17:07:51.023Z" },
{ url = "https://files.pythonhosted.org/packages/ae/d1/b4ec96b0ecc620a4443570c6e95c867903428cfcde4206518eafdd5880c3/mypy-1.20.2-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30", size = 14524561, upload-time = "2026-04-21T17:06:27.325Z" },
{ url = "https://files.pythonhosted.org/packages/3a/63/d2c2ff4fa66bc49477d32dfa26e8a167ba803ea6a69c5efb416036909d30/mypy-1.20.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924", size = 13363883, upload-time = "2026-04-21T17:11:11.239Z" },
{ url = "https://files.pythonhosted.org/packages/2a/56/983916806bf4eddeaaa2c9230903c3669c6718552a921154e1c5182c701f/mypy-1.20.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb", size = 13742945, upload-time = "2026-04-21T17:08:34.181Z" },
{ url = "https://files.pythonhosted.org/packages/19/65/0cd9285ab010ee8214c83d67c6b49417c40d86ce46f1aa109457b5a9b8d7/mypy-1.20.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc", size = 14706163, upload-time = "2026-04-21T17:05:15.51Z" },
{ url = "https://files.pythonhosted.org/packages/94/97/48ff3b297cafcc94d185243a9190836fb1b01c1b0918fff64e941e973cc9/mypy-1.20.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558", size = 14938677, upload-time = "2026-04-21T17:05:39.562Z" },
{ url = "https://files.pythonhosted.org/packages/fd/a1/1b4233d255bdd0b38a1f284feeb1c143ca508c19184964e22f8d837ec851/mypy-1.20.2-cp314-cp314-win_amd64.whl", hash = "sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8", size = 11089322, upload-time = "2026-04-21T17:06:44.29Z" },
{ url = "https://files.pythonhosted.org/packages/78/c2/ce7ee2ba36aeb954ba50f18fa25d9c1188578654b97d02a66a15b6f09531/mypy-1.20.2-cp314-cp314-win_arm64.whl", hash = "sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3", size = 10017775, upload-time = "2026-04-21T17:07:20.732Z" },
{ url = "https://files.pythonhosted.org/packages/4e/a1/9d93a7d0b5859af0ead82b4888b46df6c8797e1bc5e1e262a08518c6d48e/mypy-1.20.2-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609", size = 15549002, upload-time = "2026-04-21T17:08:23.107Z" },
{ url = "https://files.pythonhosted.org/packages/00/d2/09a6a10ee1bf0008f6c144d9676f2ca6a12512151b4e0ad0ff6c4fac5337/mypy-1.20.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2", size = 14401942, upload-time = "2026-04-21T17:07:31.837Z" },
{ url = "https://files.pythonhosted.org/packages/57/da/9594b75c3c019e805250bed3583bdf4443ff9e6ef08f97e39ae308cb06f2/mypy-1.20.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c", size = 15041649, upload-time = "2026-04-21T17:09:34.653Z" },
{ url = "https://files.pythonhosted.org/packages/97/77/f75a65c278e6e8eba2071f7f5a90481891053ecc39878cc444634d892abe/mypy-1.20.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744", size = 15864588, upload-time = "2026-04-21T17:11:44.936Z" },
{ url = "https://files.pythonhosted.org/packages/d7/46/1a4e1c66e96c1a3246ddf5403d122ac9b0a8d2b7e65730b9d6533ba7a6d3/mypy-1.20.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6", size = 16093956, upload-time = "2026-04-21T17:10:17.683Z" },
{ url = "https://files.pythonhosted.org/packages/5a/2c/78a8851264dec38cd736ca5b8bc9380674df0dd0be7792f538916157716c/mypy-1.20.2-cp314-cp314t-win_amd64.whl", hash = "sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec", size = 12568661, upload-time = "2026-04-21T17:11:54.473Z" },
{ url = "https://files.pythonhosted.org/packages/83/01/cd7318aa03493322ce275a0e14f4f52b8896335e4e79d4fb8153a7ad2b77/mypy-1.20.2-cp314-cp314t-win_arm64.whl", hash = "sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382", size = 10389240, upload-time = "2026-04-21T17:09:42.719Z" },
{ url = "https://files.pythonhosted.org/packages/28/9a/f23c163e25b11074188251b0b5a0342625fc1cdb6af604757174fa9acc9b/mypy-1.20.2-py3-none-any.whl", hash = "sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563", size = 2637314, upload-time = "2026-04-21T17:05:54.5Z" },
{ url = "https://files.pythonhosted.org/packages/4d/a2/a965c8c3fcd4fa8b84ba0d46606181b0d0a1d50f274c67877f3e9ed4882c/mypy-1.20.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d99f515f95fd03a90875fdb2cca12ff074aa04490db4d190905851bdf8a549a8", size = 14430138, upload-time = "2026-03-31T16:52:37.843Z" },
{ url = "https://files.pythonhosted.org/packages/53/6e/043477501deeb8eabbab7f1a2f6cac62cfb631806dc1d6862a04a7f5011b/mypy-1.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bd0212976dc57a5bfeede7c219e7cd66568a32c05c9129686dd487c059c1b88a", size = 13311282, upload-time = "2026-03-31T16:55:11.021Z" },
{ url = "https://files.pythonhosted.org/packages/65/aa/bd89b247b83128197a214f29f0632ff3c14f54d4cd70d144d157bd7d7d6e/mypy-1.20.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f8426d4d75d68714abc17a4292d922f6ba2cfb984b72c2278c437f6dae797865", size = 13750889, upload-time = "2026-03-31T16:52:02.909Z" },
{ url = "https://files.pythonhosted.org/packages/fa/9d/2860be7355c45247ccc0be1501c91176318964c2a137bd4743f58ce6200e/mypy-1.20.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:02cca0761c75b42a20a2757ae58713276605eb29a08dd8a6e092aa347c4115ca", size = 14619788, upload-time = "2026-03-31T16:50:48.928Z" },
{ url = "https://files.pythonhosted.org/packages/75/7f/3ef3e360c91f3de120f205c8ce405e9caf9fc52ef14b65d37073e322c114/mypy-1.20.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b3a49064504be59e59da664c5e149edc1f26c67c4f8e8456f6ba6aba55033018", size = 14918849, upload-time = "2026-03-31T16:51:10.478Z" },
{ url = "https://files.pythonhosted.org/packages/ae/72/af970dfe167ef788df7c5e6109d2ed0229f164432ce828bc9741a4250e64/mypy-1.20.0-cp310-cp310-win_amd64.whl", hash = "sha256:ebea00201737ad4391142808ed16e875add5c17f676e0912b387739f84991e13", size = 10822007, upload-time = "2026-03-31T16:50:25.268Z" },
{ url = "https://files.pythonhosted.org/packages/93/94/ba9065c2ebe5421619aff684b793d953e438a8bfe31a320dd6d1e0706e81/mypy-1.20.0-cp310-cp310-win_arm64.whl", hash = "sha256:e80cf77847d0d3e6e3111b7b25db32a7f8762fd4b9a3a72ce53fe16a2863b281", size = 9756158, upload-time = "2026-03-31T16:48:36.213Z" },
{ url = "https://files.pythonhosted.org/packages/6e/1c/74cb1d9993236910286865679d1c616b136b2eae468493aa939431eda410/mypy-1.20.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4525e7010b1b38334516181c5b81e16180b8e149e6684cee5a727c78186b4e3b", size = 14343972, upload-time = "2026-03-31T16:49:04.887Z" },
{ url = "https://files.pythonhosted.org/packages/d5/0d/01399515eca280386e308cf57901e68d3a52af18691941b773b3380c1df8/mypy-1.20.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a17c5d0bdcca61ce24a35beb828a2d0d323d3fcf387d7512206888c900193367", size = 13225007, upload-time = "2026-03-31T16:50:08.151Z" },
{ url = "https://files.pythonhosted.org/packages/56/ac/b4ba5094fb2d7fe9d2037cd8d18bbe02bcf68fd22ab9ff013f55e57ba095/mypy-1.20.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f75ff57defcd0f1d6e006d721ccdec6c88d4f6a7816eb92f1c4890d979d9ee62", size = 13663752, upload-time = "2026-03-31T16:49:26.064Z" },
{ url = "https://files.pythonhosted.org/packages/db/a7/460678d3cf7da252d2288dad0c602294b6ec22a91932ec368cc11e44bb6e/mypy-1.20.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b503ab55a836136b619b5fc21c8803d810c5b87551af8600b72eecafb0059cb0", size = 14532265, upload-time = "2026-03-31T16:53:55.077Z" },
{ url = "https://files.pythonhosted.org/packages/a3/3e/051cca8166cf0438ae3ea80e0e7c030d7a8ab98dffc93f80a1aa3f23c1a2/mypy-1.20.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1973868d2adbb4584a3835780b27436f06d1dc606af5be09f187aaa25be1070f", size = 14768476, upload-time = "2026-03-31T16:50:34.587Z" },
{ url = "https://files.pythonhosted.org/packages/be/66/8e02ec184f852ed5c4abb805583305db475930854e09964b55e107cdcbc4/mypy-1.20.0-cp311-cp311-win_amd64.whl", hash = "sha256:2fcedb16d456106e545b2bfd7ef9d24e70b38ec252d2a629823a4d07ebcdb69e", size = 10818226, upload-time = "2026-03-31T16:53:15.624Z" },
{ url = "https://files.pythonhosted.org/packages/13/4b/383ad1924b28f41e4879a74151e7a5451123330d45652da359f9183bcd45/mypy-1.20.0-cp311-cp311-win_arm64.whl", hash = "sha256:379edf079ce44ac8d2805bcf9b3dd7340d4f97aad3a5e0ebabbf9d125b84b442", size = 9750091, upload-time = "2026-03-31T16:54:12.162Z" },
{ url = "https://files.pythonhosted.org/packages/be/dd/3afa29b58c2e57c79116ed55d700721c3c3b15955e2b6251dd165d377c0e/mypy-1.20.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:002b613ae19f4ac7d18b7e168ffe1cb9013b37c57f7411984abbd3b817b0a214", size = 14509525, upload-time = "2026-03-31T16:55:01.824Z" },
{ url = "https://files.pythonhosted.org/packages/54/eb/227b516ab8cad9f2a13c5e7a98d28cd6aa75e9c83e82776ae6c1c4c046c7/mypy-1.20.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a9336b5e6712f4adaf5afc3203a99a40b379049104349d747eb3e5a3aa23ac2e", size = 13326469, upload-time = "2026-03-31T16:51:41.23Z" },
{ url = "https://files.pythonhosted.org/packages/57/d4/1ddb799860c1b5ac6117ec307b965f65deeb47044395ff01ab793248a591/mypy-1.20.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f13b3e41bce9d257eded794c0f12878af3129d80aacd8a3ee0dee51f3a978651", size = 13705953, upload-time = "2026-03-31T16:48:55.69Z" },
{ url = "https://files.pythonhosted.org/packages/c5/b7/54a720f565a87b893182a2a393370289ae7149e4715859e10e1c05e49154/mypy-1.20.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9804c3ad27f78e54e58b32e7cb532d128b43dbfb9f3f9f06262b821a0f6bd3f5", size = 14710363, upload-time = "2026-03-31T16:53:26.948Z" },
{ url = "https://files.pythonhosted.org/packages/b2/2a/74810274848d061f8a8ea4ac23aaad43bd3d8c1882457999c2e568341c57/mypy-1.20.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:697f102c5c1d526bdd761a69f17c6070f9892eebcb94b1a5963d679288c09e78", size = 14947005, upload-time = "2026-03-31T16:50:17.591Z" },
{ url = "https://files.pythonhosted.org/packages/77/91/21b8ba75f958bcda75690951ce6fa6b7138b03471618959529d74b8544e2/mypy-1.20.0-cp312-cp312-win_amd64.whl", hash = "sha256:0ecd63f75fdd30327e4ad8b5704bd6d91fc6c1b2e029f8ee14705e1207212489", size = 10880616, upload-time = "2026-03-31T16:52:19.986Z" },
{ url = "https://files.pythonhosted.org/packages/8a/15/3d8198ef97c1ca03aea010cce4f1d4f3bc5d9849e8c0140111ca2ead9fdd/mypy-1.20.0-cp312-cp312-win_arm64.whl", hash = "sha256:f194db59657c58593a3c47c6dfd7bad4ef4ac12dbc94d01b3a95521f78177e33", size = 9813091, upload-time = "2026-03-31T16:53:44.385Z" },
{ url = "https://files.pythonhosted.org/packages/d6/a7/f64ea7bd592fa431cb597418b6dec4a47f7d0c36325fec7ac67bc8402b94/mypy-1.20.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:b20c8b0fd5877abdf402e79a3af987053de07e6fb208c18df6659f708b535134", size = 14485344, upload-time = "2026-03-31T16:49:16.78Z" },
{ url = "https://files.pythonhosted.org/packages/bb/72/8927d84cfc90c6abea6e96663576e2e417589347eb538749a464c4c218a0/mypy-1.20.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:367e5c993ba34d5054d11937d0485ad6dfc60ba760fa326c01090fc256adf15c", size = 13327400, upload-time = "2026-03-31T16:53:08.02Z" },
{ url = "https://files.pythonhosted.org/packages/ab/4a/11ab99f9afa41aa350178d24a7d2da17043228ea10f6456523f64b5a6cf6/mypy-1.20.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f799d9db89fc00446f03281f84a221e50018fc40113a3ba9864b132895619ebe", size = 13706384, upload-time = "2026-03-31T16:52:28.577Z" },
{ url = "https://files.pythonhosted.org/packages/42/79/694ca73979cfb3535ebfe78733844cd5aff2e63304f59bf90585110d975a/mypy-1.20.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:555658c611099455b2da507582ea20d2043dfdfe7f5ad0add472b1c6238b433f", size = 14700378, upload-time = "2026-03-31T16:48:45.527Z" },
{ url = "https://files.pythonhosted.org/packages/84/24/a022ccab3a46e3d2cdf2e0e260648633640eb396c7e75d5a42818a8d3971/mypy-1.20.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:efe8d70949c3023698c3fca1e94527e7e790a361ab8116f90d11221421cd8726", size = 14932170, upload-time = "2026-03-31T16:49:36.038Z" },
{ url = "https://files.pythonhosted.org/packages/d8/9b/549228d88f574d04117e736f55958bd4908f980f9f5700a07aeb85df005b/mypy-1.20.0-cp313-cp313-win_amd64.whl", hash = "sha256:f49590891d2c2f8a9de15614e32e459a794bcba84693c2394291a2038bbaaa69", size = 10888526, upload-time = "2026-03-31T16:50:59.827Z" },
{ url = "https://files.pythonhosted.org/packages/91/17/15095c0e54a8bc04d22d4ff06b2139d5f142c2e87520b4e39010c4862771/mypy-1.20.0-cp313-cp313-win_arm64.whl", hash = "sha256:76a70bf840495729be47510856b978f1b0ec7d08f257ca38c9d932720bf6b43e", size = 9816456, upload-time = "2026-03-31T16:49:59.537Z" },
{ url = "https://files.pythonhosted.org/packages/4e/0e/6ca4a84cbed9e62384bc0b2974c90395ece5ed672393e553996501625fc5/mypy-1.20.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:0f42dfaab7ec1baff3b383ad7af562ab0de573c5f6edb44b2dab016082b89948", size = 14483331, upload-time = "2026-03-31T16:52:57.999Z" },
{ url = "https://files.pythonhosted.org/packages/7d/c5/5fe9d8a729dd9605064691816243ae6c49fde0bd28f6e5e17f6a24203c43/mypy-1.20.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:31b5dbb55293c1bd27c0fc813a0d2bb5ceef9d65ac5afa2e58f829dab7921fd5", size = 13342047, upload-time = "2026-03-31T16:54:21.555Z" },
{ url = "https://files.pythonhosted.org/packages/4c/33/e18bcfa338ca4e6b2771c85d4c5203e627d0c69d9de5c1a2cf2ba13320ba/mypy-1.20.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:49d11c6f573a5a08f77fad13faff2139f6d0730ebed2cfa9b3d2702671dd7188", size = 13719585, upload-time = "2026-03-31T16:51:53.89Z" },
{ url = "https://files.pythonhosted.org/packages/6b/8d/93491ff7b79419edc7eabf95cb3b3f7490e2e574b2855c7c7e7394ff933f/mypy-1.20.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7d3243c406773185144527f83be0e0aefc7bf4601b0b2b956665608bf7c98a83", size = 14685075, upload-time = "2026-03-31T16:54:04.464Z" },
{ url = "https://files.pythonhosted.org/packages/b5/9d/d924b38a4923f8d164bf2b4ec98bf13beaf6e10a5348b4b137eadae40a6e/mypy-1.20.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a79c1eba7ac4209f2d850f0edd0a2f8bba88cbfdfefe6fb76a19e9d4fe5e71a2", size = 14919141, upload-time = "2026-03-31T16:54:51.785Z" },
{ url = "https://files.pythonhosted.org/packages/59/98/1da9977016678c0b99d43afe52ed00bb3c1a0c4c995d3e6acca1a6ebb9b4/mypy-1.20.0-cp314-cp314-win_amd64.whl", hash = "sha256:00e047c74d3ec6e71a2eb88e9ea551a2edb90c21f993aefa9e0d2a898e0bb732", size = 11050925, upload-time = "2026-03-31T16:51:30.758Z" },
{ url = "https://files.pythonhosted.org/packages/5e/e3/ba0b7a3143e49a9c4f5967dde6ea4bf8e0b10ecbbcca69af84027160ee89/mypy-1.20.0-cp314-cp314-win_arm64.whl", hash = "sha256:931a7630bba591593dcf6e97224a21ff80fb357e7982628d25e3c618e7f598ef", size = 10001089, upload-time = "2026-03-31T16:49:43.632Z" },
{ url = "https://files.pythonhosted.org/packages/12/28/e617e67b3be9d213cda7277913269c874eb26472489f95d09d89765ce2d8/mypy-1.20.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:26c8b52627b6552f47ff11adb4e1509605f094e29815323e487fc0053ebe93d1", size = 15534710, upload-time = "2026-03-31T16:52:12.506Z" },
{ url = "https://files.pythonhosted.org/packages/6e/0c/3b5f2d3e45dc7169b811adce8451679d9430399d03b168f9b0489f43adaa/mypy-1.20.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:39362cdb4ba5f916e7976fccecaab1ba3a83e35f60fa68b64e9a70e221bb2436", size = 14393013, upload-time = "2026-03-31T16:54:41.186Z" },
{ url = "https://files.pythonhosted.org/packages/a3/49/edc8b0aa145cc09c1c74f7ce2858eead9329931dcbbb26e2ad40906daa4e/mypy-1.20.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34506397dbf40c15dc567635d18a21d33827e9ab29014fb83d292a8f4f8953b6", size = 15047240, upload-time = "2026-03-31T16:54:31.955Z" },
{ url = "https://files.pythonhosted.org/packages/42/37/a946bb416e37a57fa752b3100fd5ede0e28df94f92366d1716555d47c454/mypy-1.20.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:555493c44a4f5a1b58d611a43333e71a9981c6dbe26270377b6f8174126a0526", size = 15858565, upload-time = "2026-03-31T16:53:36.997Z" },
{ url = "https://files.pythonhosted.org/packages/2f/99/7690b5b5b552db1bd4ff362e4c0eb3107b98d680835e65823fbe888c8b78/mypy-1.20.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2721f0ce49cb74a38f00c50da67cb7d36317b5eda38877a49614dc018e91c787", size = 16087874, upload-time = "2026-03-31T16:52:48.313Z" },
{ url = "https://files.pythonhosted.org/packages/aa/76/53e893a498138066acd28192b77495c9357e5a58cc4be753182846b43315/mypy-1.20.0-cp314-cp314t-win_amd64.whl", hash = "sha256:47781555a7aa5fedcc2d16bcd72e0dc83eb272c10dd657f9fb3f9cc08e2e6abb", size = 12572380, upload-time = "2026-03-31T16:49:52.454Z" },
{ url = "https://files.pythonhosted.org/packages/76/9c/6dbdae21f01b7aacddc2c0bbf3c5557aa547827fdf271770fe1e521e7093/mypy-1.20.0-cp314-cp314t-win_arm64.whl", hash = "sha256:c70380fe5d64010f79fb863b9081c7004dd65225d2277333c219d93a10dad4dd", size = 10381174, upload-time = "2026-03-31T16:51:20.179Z" },
{ url = "https://files.pythonhosted.org/packages/21/66/4d734961ce167f0fd8380769b3b7c06dbdd6ff54c2190f3f2ecd22528158/mypy-1.20.0-py3-none-any.whl", hash = "sha256:a6e0641147cbfa7e4e94efdb95c2dab1aff8cfc159ded13e07f308ddccc8c48e", size = 2636365, upload-time = "2026-03-31T16:51:44.911Z" },
]
[[package]]
@@ -867,7 +862,7 @@ wheels = [
[[package]]
name = "pytest"
version = "9.0.3"
version = "9.0.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "colorama", marker = "sys_platform == 'win32'" },
@@ -878,9 +873,9 @@ dependencies = [
{ name = "pygments" },
{ name = "tomli", marker = "python_full_version < '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
sdist = { url = "https://files.pythonhosted.org/packages/d1/db/7ef3487e0fb0049ddb5ce41d3a49c235bf9ad299b6a25d5780a89f19230f/pytest-9.0.2.tar.gz", hash = "sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11", size = 1568901, upload-time = "2025-12-06T21:30:51.014Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
{ url = "https://files.pythonhosted.org/packages/3b/ab/b3226f0bd7cdcf710fbede2b3548584366da3b19b5021e74f5bde2a8fa3f/pytest-9.0.2-py3-none-any.whl", hash = "sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b", size = 374801, upload-time = "2025-12-06T21:30:49.154Z" },
]
[[package]]
@@ -1027,27 +1022,27 @@ wheels = [
[[package]]
name = "ruff"
version = "0.15.12"
version = "0.15.8"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/99/43/3291f1cc9106f4c63bdce7a8d0df5047fe8422a75b091c16b5e9355e0b11/ruff-0.15.12.tar.gz", hash = "sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6", size = 4643852, upload-time = "2026-04-24T18:17:14.305Z" }
sdist = { url = "https://files.pythonhosted.org/packages/14/b0/73cf7550861e2b4824950b8b52eebdcc5adc792a00c514406556c5b80817/ruff-0.15.8.tar.gz", hash = "sha256:995f11f63597ee362130d1d5a327a87cb6f3f5eae3094c620bcc632329a4d26e", size = 4610921, upload-time = "2026-03-26T18:39:38.675Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/c3/6e/e78ffb61d4686f3d96ba3df2c801161843746dcbcbb17a1e927d4829312b/ruff-0.15.12-py3-none-linux_armv6l.whl", hash = "sha256:f86f176e188e94d6bdbc09f09bfd9dc729059ad93d0e7390b5a73efe19f8861c", size = 10640713, upload-time = "2026-04-24T18:17:22.841Z" },
{ url = "https://files.pythonhosted.org/packages/ae/08/a317bc231fb9e7b93e4ef3089501e51922ff88d6936ce5cf870c4fe55419/ruff-0.15.12-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:e3bcd123364c3770b8e1b7baaf343cc99a35f197c5c6e8af79015c666c423a6c", size = 11069267, upload-time = "2026-04-24T18:17:30.105Z" },
{ url = "https://files.pythonhosted.org/packages/aa/a4/f828e9718d3dce1f5f11c39c4f65afd32783c8b2aebb2e3d259e492c47bd/ruff-0.15.12-py3-none-macosx_11_0_arm64.whl", hash = "sha256:fe87510d000220aa1ed530d4448a7c696a0cae1213e5ec30e5874287b66557b5", size = 10397182, upload-time = "2026-04-24T18:17:07.177Z" },
{ url = "https://files.pythonhosted.org/packages/71/e0/3310fc6d1b5e1fdea22bf3b1b807c7e187b581021b0d7d4514cccdb5fb71/ruff-0.15.12-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:84a1630093121375a3e2a95b4a6dc7b59e2b4ee76216e32d81aae550a832d002", size = 10758012, upload-time = "2026-04-24T18:16:55.759Z" },
{ url = "https://files.pythonhosted.org/packages/11/c1/a606911aee04c324ddaa883ae418f3569792fd3c4a10c50e0dd0a2311e1e/ruff-0.15.12-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fb129f40f114f089ebe0ca56c0d251cf2061b17651d464bb6478dc01e69f11f5", size = 10447479, upload-time = "2026-04-24T18:16:51.677Z" },
{ url = "https://files.pythonhosted.org/packages/9d/68/4201e8444f0894f21ab4aeeaee68aa4f10b51613514a20d80bd628d57e88/ruff-0.15.12-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0c862b172d695db7598426b8af465e7e9ac00a3ea2a3630ee67eb82e366aaa6", size = 11234040, upload-time = "2026-04-24T18:17:16.529Z" },
{ url = "https://files.pythonhosted.org/packages/34/ff/8a6d6cf4ccc23fd67060874e832c18919d1557a0611ebef03fdb01fff11e/ruff-0.15.12-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2849ea9f3484c3aca43a82f484210370319e7170df4dfe4843395ddf6c57bc33", size = 12087377, upload-time = "2026-04-24T18:17:04.944Z" },
{ url = "https://files.pythonhosted.org/packages/85/f6/c669cf73f5152f623d34e69866a46d5e6185816b19fcd5b6dd8a2d299922/ruff-0.15.12-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9e77c7e51c07fe396826d5969a5b846d9cd4c402535835fb6e21ce8b28fef847", size = 11367784, upload-time = "2026-04-24T18:17:25.409Z" },
{ url = "https://files.pythonhosted.org/packages/e8/39/c61d193b8a1daaa8977f7dea9e8d8ba866e02ea7b65d32f6861693aa4c12/ruff-0.15.12-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83b2f4f2f3b1026b5fb449b467d9264bf22067b600f7b6f41fc5958909f449d0", size = 11344088, upload-time = "2026-04-24T18:17:12.258Z" },
{ url = "https://files.pythonhosted.org/packages/c2/8d/49afab3645e31e12c590acb6d3b5b69d7aab5b81926dbaf7461f9441f37a/ruff-0.15.12-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:9ba3b8f1afd7e2e43d8943e55f249e13f9682fde09711644a6e7290eb4f3e339", size = 11271770, upload-time = "2026-04-24T18:17:02.457Z" },
{ url = "https://files.pythonhosted.org/packages/46/06/33f41fe94403e2b755481cdfb9b7ef3e4e0ed031c4581124658d935d52b4/ruff-0.15.12-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e852ba9fdc890655e1d78f2df1499efbe0e54126bd405362154a75e2bde159c5", size = 10719355, upload-time = "2026-04-24T18:17:27.648Z" },
{ url = "https://files.pythonhosted.org/packages/0d/59/18aa4e014debbf559670e4048e39260a85c7fcee84acfd761ac01e7b8d35/ruff-0.15.12-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:dd8aed930da53780d22fc70bdf84452c843cf64f8cb4eb38984319c24c5cd5fd", size = 10462758, upload-time = "2026-04-24T18:17:32.347Z" },
{ url = "https://files.pythonhosted.org/packages/25/e7/cc9f16fd0f3b5fddcbd7ec3d6ae30c8f3fde1047f32a4093a98d633c6570/ruff-0.15.12-py3-none-musllinux_1_2_i686.whl", hash = "sha256:01da3988d225628b709493d7dc67c3b9b12c0210016b08690ef9bd27970b262b", size = 10953498, upload-time = "2026-04-24T18:17:20.674Z" },
{ url = "https://files.pythonhosted.org/packages/72/7a/a9ba7f98c7a575978698f4230c5e8cc54bbc761af34f560818f933dafa0c/ruff-0.15.12-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:9cae0f92bd5700d1213188b31cd3bdd2b315361296d10b96b8e2337d3d11f53e", size = 11447765, upload-time = "2026-04-24T18:17:09.755Z" },
{ url = "https://files.pythonhosted.org/packages/ea/f9/0ae446942c846b8266059ad8a30702a35afae55f5cdc54c5adf8d7afdc27/ruff-0.15.12-py3-none-win32.whl", hash = "sha256:d0185894e038d7043ba8fd6aee7499ece6462dc0ea9f1e260c7451807c714c20", size = 10657277, upload-time = "2026-04-24T18:17:18.591Z" },
{ url = "https://files.pythonhosted.org/packages/33/f1/9614e03e1cdcbf9437570b5400ced8a720b5db22b28d8e0f1bda429f660d/ruff-0.15.12-py3-none-win_amd64.whl", hash = "sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d", size = 11837758, upload-time = "2026-04-24T18:17:00.113Z" },
{ url = "https://files.pythonhosted.org/packages/c0/98/6beb4b351e472e5f4c4613f7c35a5290b8be2497e183825310c4c3a3984b/ruff-0.15.12-py3-none-win_arm64.whl", hash = "sha256:a538f7a82d061cee7be55542aca1d86d1393d55d81d4fcc314370f4340930d4f", size = 11120821, upload-time = "2026-04-24T18:16:57.979Z" },
{ url = "https://files.pythonhosted.org/packages/4a/92/c445b0cd6da6e7ae51e954939cb69f97e008dbe750cfca89b8cedc081be7/ruff-0.15.8-py3-none-linux_armv6l.whl", hash = "sha256:cbe05adeba76d58162762d6b239c9056f1a15a55bd4b346cfd21e26cd6ad7bc7", size = 10527394, upload-time = "2026-03-26T18:39:41.566Z" },
{ url = "https://files.pythonhosted.org/packages/eb/92/f1c662784d149ad1414cae450b082cf736430c12ca78367f20f5ed569d65/ruff-0.15.8-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:d3e3d0b6ba8dca1b7ef9ab80a28e840a20070c4b62e56d675c24f366ef330570", size = 10905693, upload-time = "2026-03-26T18:39:30.364Z" },
{ url = "https://files.pythonhosted.org/packages/ca/f2/7a631a8af6d88bcef997eb1bf87cc3da158294c57044aafd3e17030613de/ruff-0.15.8-py3-none-macosx_11_0_arm64.whl", hash = "sha256:6ee3ae5c65a42f273f126686353f2e08ff29927b7b7e203b711514370d500de3", size = 10323044, upload-time = "2026-03-26T18:39:33.37Z" },
{ url = "https://files.pythonhosted.org/packages/67/18/1bf38e20914a05e72ef3b9569b1d5c70a7ef26cd188d69e9ca8ef588d5bf/ruff-0.15.8-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fdce027ada77baa448077ccc6ebb2fa9c3c62fd110d8659d601cf2f475858d94", size = 10629135, upload-time = "2026-03-26T18:39:44.142Z" },
{ url = "https://files.pythonhosted.org/packages/d2/e9/138c150ff9af60556121623d41aba18b7b57d95ac032e177b6a53789d279/ruff-0.15.8-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:12e617fc01a95e5821648a6df341d80456bd627bfab8a829f7cfc26a14a4b4a3", size = 10348041, upload-time = "2026-03-26T18:39:52.178Z" },
{ url = "https://files.pythonhosted.org/packages/02/f1/5bfb9298d9c323f842c5ddeb85f1f10ef51516ac7a34ba446c9347d898df/ruff-0.15.8-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:432701303b26416d22ba696c39f2c6f12499b89093b61360abc34bcc9bf07762", size = 11121987, upload-time = "2026-03-26T18:39:55.195Z" },
{ url = "https://files.pythonhosted.org/packages/10/11/6da2e538704e753c04e8d86b1fc55712fdbdcc266af1a1ece7a51fff0d10/ruff-0.15.8-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d910ae974b7a06a33a057cb87d2a10792a3b2b3b35e33d2699fdf63ec8f6b17a", size = 11951057, upload-time = "2026-03-26T18:39:19.18Z" },
{ url = "https://files.pythonhosted.org/packages/83/f0/c9208c5fd5101bf87002fed774ff25a96eea313d305f1e5d5744698dc314/ruff-0.15.8-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2033f963c43949d51e6fdccd3946633c6b37c484f5f98c3035f49c27395a8ab8", size = 11464613, upload-time = "2026-03-26T18:40:06.301Z" },
{ url = "https://files.pythonhosted.org/packages/f8/22/d7f2fabdba4fae9f3b570e5605d5eb4500dcb7b770d3217dca4428484b17/ruff-0.15.8-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f29b989a55572fb885b77464cf24af05500806ab4edf9a0fd8977f9759d85b1", size = 11257557, upload-time = "2026-03-26T18:39:57.972Z" },
{ url = "https://files.pythonhosted.org/packages/71/8c/382a9620038cf6906446b23ce8632ab8c0811b8f9d3e764f58bedd0c9a6f/ruff-0.15.8-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:ac51d486bf457cdc985a412fb1801b2dfd1bd8838372fc55de64b1510eff4bec", size = 11169440, upload-time = "2026-03-26T18:39:22.205Z" },
{ url = "https://files.pythonhosted.org/packages/4d/0d/0994c802a7eaaf99380085e4e40c845f8e32a562e20a38ec06174b52ef24/ruff-0.15.8-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c9861eb959edab053c10ad62c278835ee69ca527b6dcd72b47d5c1e5648964f6", size = 10605963, upload-time = "2026-03-26T18:39:46.682Z" },
{ url = "https://files.pythonhosted.org/packages/19/aa/d624b86f5b0aad7cef6bbf9cd47a6a02dfdc4f72c92a337d724e39c9d14b/ruff-0.15.8-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8d9a5b8ea13f26ae90838afc33f91b547e61b794865374f114f349e9036835fb", size = 10357484, upload-time = "2026-03-26T18:39:49.176Z" },
{ url = "https://files.pythonhosted.org/packages/35/c3/e0b7835d23001f7d999f3895c6b569927c4d39912286897f625736e1fd04/ruff-0.15.8-py3-none-musllinux_1_2_i686.whl", hash = "sha256:c2a33a529fb3cbc23a7124b5c6ff121e4d6228029cba374777bd7649cc8598b8", size = 10830426, upload-time = "2026-03-26T18:40:03.702Z" },
{ url = "https://files.pythonhosted.org/packages/f0/51/ab20b322f637b369383adc341d761eaaa0f0203d6b9a7421cd6e783d81b9/ruff-0.15.8-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:75e5cd06b1cf3f47a3996cfc999226b19aa92e7cce682dcd62f80d7035f98f49", size = 11345125, upload-time = "2026-03-26T18:39:27.799Z" },
{ url = "https://files.pythonhosted.org/packages/37/e6/90b2b33419f59d0f2c4c8a48a4b74b460709a557e8e0064cf33ad894f983/ruff-0.15.8-py3-none-win32.whl", hash = "sha256:bc1f0a51254ba21767bfa9a8b5013ca8149dcf38092e6a9eb704d876de94dc34", size = 10571959, upload-time = "2026-03-26T18:39:36.117Z" },
{ url = "https://files.pythonhosted.org/packages/1f/a2/ef467cb77099062317154c63f234b8a7baf7cb690b99af760c5b68b9ee7f/ruff-0.15.8-py3-none-win_amd64.whl", hash = "sha256:04f79eff02a72db209d47d665ba7ebcad609d8918a134f86cb13dd132159fc89", size = 11743893, upload-time = "2026-03-26T18:39:25.01Z" },
{ url = "https://files.pythonhosted.org/packages/15/e2/77be4fff062fa78d9b2a4dea85d14785dac5f1d0c1fb58ed52331f0ebe28/ruff-0.15.8-py3-none-win_arm64.whl", hash = "sha256:cf891fa8e3bb430c0e7fac93851a5978fc99c8fa2c053b57b118972866f8e5f2", size = 11048175, upload-time = "2026-03-26T18:40:01.06Z" },
]
[[package]]
@@ -1216,124 +1211,6 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" },
]
[[package]]
name = "xxhash"
version = "3.6.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/02/84/30869e01909fb37a6cc7e18688ee8bf1e42d57e7e0777636bd47524c43c7/xxhash-3.6.0.tar.gz", hash = "sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6", size = 85160, upload-time = "2025-10-02T14:37:08.097Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/34/ee/f9f1d656ad168681bb0f6b092372c1e533c4416b8069b1896a175c46e484/xxhash-3.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:87ff03d7e35c61435976554477a7f4cd1704c3596a89a8300d5ce7fc83874a71", size = 32845, upload-time = "2025-10-02T14:33:51.573Z" },
{ url = "https://files.pythonhosted.org/packages/a3/b1/93508d9460b292c74a09b83d16750c52a0ead89c51eea9951cb97a60d959/xxhash-3.6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f572dfd3d0e2eb1a57511831cf6341242f5a9f8298a45862d085f5b93394a27d", size = 30807, upload-time = "2025-10-02T14:33:52.964Z" },
{ url = "https://files.pythonhosted.org/packages/07/55/28c93a3662f2d200c70704efe74aab9640e824f8ce330d8d3943bf7c9b3c/xxhash-3.6.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:89952ea539566b9fed2bbd94e589672794b4286f342254fad28b149f9615fef8", size = 193786, upload-time = "2025-10-02T14:33:54.272Z" },
{ url = "https://files.pythonhosted.org/packages/c1/96/fec0be9bb4b8f5d9c57d76380a366f31a1781fb802f76fc7cda6c84893c7/xxhash-3.6.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48e6f2ffb07a50b52465a1032c3cf1f4a5683f944acaca8a134a2f23674c2058", size = 212830, upload-time = "2025-10-02T14:33:55.706Z" },
{ url = "https://files.pythonhosted.org/packages/c4/a0/c706845ba77b9611f81fd2e93fad9859346b026e8445e76f8c6fd057cc6d/xxhash-3.6.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b5b848ad6c16d308c3ac7ad4ba6bede80ed5df2ba8ed382f8932df63158dd4b2", size = 211606, upload-time = "2025-10-02T14:33:57.133Z" },
{ url = "https://files.pythonhosted.org/packages/67/1e/164126a2999e5045f04a69257eea946c0dc3e86541b400d4385d646b53d7/xxhash-3.6.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a034590a727b44dd8ac5914236a7b8504144447a9682586c3327e935f33ec8cc", size = 444872, upload-time = "2025-10-02T14:33:58.446Z" },
{ url = "https://files.pythonhosted.org/packages/2d/4b/55ab404c56cd70a2cf5ecfe484838865d0fea5627365c6c8ca156bd09c8f/xxhash-3.6.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8a8f1972e75ebdd161d7896743122834fe87378160c20e97f8b09166213bf8cc", size = 193217, upload-time = "2025-10-02T14:33:59.724Z" },
{ url = "https://files.pythonhosted.org/packages/45/e6/52abf06bac316db33aa269091ae7311bd53cfc6f4b120ae77bac1b348091/xxhash-3.6.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ee34327b187f002a596d7b167ebc59a1b729e963ce645964bbc050d2f1b73d07", size = 210139, upload-time = "2025-10-02T14:34:02.041Z" },
{ url = "https://files.pythonhosted.org/packages/34/37/db94d490b8691236d356bc249c08819cbcef9273a1a30acf1254ff9ce157/xxhash-3.6.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:339f518c3c7a850dd033ab416ea25a692759dc7478a71131fe8869010d2b75e4", size = 197669, upload-time = "2025-10-02T14:34:03.664Z" },
{ url = "https://files.pythonhosted.org/packages/b7/36/c4f219ef4a17a4f7a64ed3569bc2b5a9c8311abdb22249ac96093625b1a4/xxhash-3.6.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:bf48889c9630542d4709192578aebbd836177c9f7a4a2778a7d6340107c65f06", size = 210018, upload-time = "2025-10-02T14:34:05.325Z" },
{ url = "https://files.pythonhosted.org/packages/fd/06/bfac889a374fc2fc439a69223d1750eed2e18a7db8514737ab630534fa08/xxhash-3.6.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:5576b002a56207f640636056b4160a378fe36a58db73ae5c27a7ec8db35f71d4", size = 413058, upload-time = "2025-10-02T14:34:06.925Z" },
{ url = "https://files.pythonhosted.org/packages/c9/d1/555d8447e0dd32ad0930a249a522bb2e289f0d08b6b16204cfa42c1f5a0c/xxhash-3.6.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af1f3278bd02814d6dedc5dec397993b549d6f16c19379721e5a1d31e132c49b", size = 190628, upload-time = "2025-10-02T14:34:08.669Z" },
{ url = "https://files.pythonhosted.org/packages/d1/15/8751330b5186cedc4ed4b597989882ea05e0408b53fa47bcb46a6125bfc6/xxhash-3.6.0-cp310-cp310-win32.whl", hash = "sha256:aed058764db109dc9052720da65fafe84873b05eb8b07e5e653597951af57c3b", size = 30577, upload-time = "2025-10-02T14:34:10.234Z" },
{ url = "https://files.pythonhosted.org/packages/bb/cc/53f87e8b5871a6eb2ff7e89c48c66093bda2be52315a8161ddc54ea550c4/xxhash-3.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:e82da5670f2d0d98950317f82a0e4a0197150ff19a6df2ba40399c2a3b9ae5fb", size = 31487, upload-time = "2025-10-02T14:34:11.618Z" },
{ url = "https://files.pythonhosted.org/packages/9f/00/60f9ea3bb697667a14314d7269956f58bf56bb73864f8f8d52a3c2535e9a/xxhash-3.6.0-cp310-cp310-win_arm64.whl", hash = "sha256:4a082ffff8c6ac07707fb6b671caf7c6e020c75226c561830b73d862060f281d", size = 27863, upload-time = "2025-10-02T14:34:12.619Z" },
{ url = "https://files.pythonhosted.org/packages/17/d4/cc2f0400e9154df4b9964249da78ebd72f318e35ccc425e9f403c392f22a/xxhash-3.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a", size = 32844, upload-time = "2025-10-02T14:34:14.037Z" },
{ url = "https://files.pythonhosted.org/packages/5e/ec/1cc11cd13e26ea8bc3cb4af4eaadd8d46d5014aebb67be3f71fb0b68802a/xxhash-3.6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa", size = 30809, upload-time = "2025-10-02T14:34:15.484Z" },
{ url = "https://files.pythonhosted.org/packages/04/5f/19fe357ea348d98ca22f456f75a30ac0916b51c753e1f8b2e0e6fb884cce/xxhash-3.6.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248", size = 194665, upload-time = "2025-10-02T14:34:16.541Z" },
{ url = "https://files.pythonhosted.org/packages/90/3b/d1f1a8f5442a5fd8beedae110c5af7604dc37349a8e16519c13c19a9a2de/xxhash-3.6.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62", size = 213550, upload-time = "2025-10-02T14:34:17.878Z" },
{ url = "https://files.pythonhosted.org/packages/c4/ef/3a9b05eb527457d5db13a135a2ae1a26c80fecd624d20f3e8dcc4cb170f3/xxhash-3.6.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f", size = 212384, upload-time = "2025-10-02T14:34:19.182Z" },
{ url = "https://files.pythonhosted.org/packages/0f/18/ccc194ee698c6c623acbf0f8c2969811a8a4b6185af5e824cd27b9e4fd3e/xxhash-3.6.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e", size = 445749, upload-time = "2025-10-02T14:34:20.659Z" },
{ url = "https://files.pythonhosted.org/packages/a5/86/cf2c0321dc3940a7aa73076f4fd677a0fb3e405cb297ead7d864fd90847e/xxhash-3.6.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8", size = 193880, upload-time = "2025-10-02T14:34:22.431Z" },
{ url = "https://files.pythonhosted.org/packages/82/fb/96213c8560e6f948a1ecc9a7613f8032b19ee45f747f4fca4eb31bb6d6ed/xxhash-3.6.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0", size = 210912, upload-time = "2025-10-02T14:34:23.937Z" },
{ url = "https://files.pythonhosted.org/packages/40/aa/4395e669b0606a096d6788f40dbdf2b819d6773aa290c19e6e83cbfc312f/xxhash-3.6.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77", size = 198654, upload-time = "2025-10-02T14:34:25.644Z" },
{ url = "https://files.pythonhosted.org/packages/67/74/b044fcd6b3d89e9b1b665924d85d3f400636c23590226feb1eb09e1176ce/xxhash-3.6.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c", size = 210867, upload-time = "2025-10-02T14:34:27.203Z" },
{ url = "https://files.pythonhosted.org/packages/bc/fd/3ce73bf753b08cb19daee1eb14aa0d7fe331f8da9c02dd95316ddfe5275e/xxhash-3.6.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b", size = 414012, upload-time = "2025-10-02T14:34:28.409Z" },
{ url = "https://files.pythonhosted.org/packages/ba/b3/5a4241309217c5c876f156b10778f3ab3af7ba7e3259e6d5f5c7d0129eb2/xxhash-3.6.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3", size = 191409, upload-time = "2025-10-02T14:34:29.696Z" },
{ url = "https://files.pythonhosted.org/packages/c0/01/99bfbc15fb9abb9a72b088c1d95219fc4782b7d01fc835bd5744d66dd0b8/xxhash-3.6.0-cp311-cp311-win32.whl", hash = "sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd", size = 30574, upload-time = "2025-10-02T14:34:31.028Z" },
{ url = "https://files.pythonhosted.org/packages/65/79/9d24d7f53819fe301b231044ea362ce64e86c74f6e8c8e51320de248b3e5/xxhash-3.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef", size = 31481, upload-time = "2025-10-02T14:34:32.062Z" },
{ url = "https://files.pythonhosted.org/packages/30/4e/15cd0e3e8772071344eab2961ce83f6e485111fed8beb491a3f1ce100270/xxhash-3.6.0-cp311-cp311-win_arm64.whl", hash = "sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7", size = 27861, upload-time = "2025-10-02T14:34:33.555Z" },
{ url = "https://files.pythonhosted.org/packages/9a/07/d9412f3d7d462347e4511181dea65e47e0d0e16e26fbee2ea86a2aefb657/xxhash-3.6.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c", size = 32744, upload-time = "2025-10-02T14:34:34.622Z" },
{ url = "https://files.pythonhosted.org/packages/79/35/0429ee11d035fc33abe32dca1b2b69e8c18d236547b9a9b72c1929189b9a/xxhash-3.6.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204", size = 30816, upload-time = "2025-10-02T14:34:36.043Z" },
{ url = "https://files.pythonhosted.org/packages/b7/f2/57eb99aa0f7d98624c0932c5b9a170e1806406cdbcdb510546634a1359e0/xxhash-3.6.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490", size = 194035, upload-time = "2025-10-02T14:34:37.354Z" },
{ url = "https://files.pythonhosted.org/packages/4c/ed/6224ba353690d73af7a3f1c7cdb1fc1b002e38f783cb991ae338e1eb3d79/xxhash-3.6.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2", size = 212914, upload-time = "2025-10-02T14:34:38.6Z" },
{ url = "https://files.pythonhosted.org/packages/38/86/fb6b6130d8dd6b8942cc17ab4d90e223653a89aa32ad2776f8af7064ed13/xxhash-3.6.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa", size = 212163, upload-time = "2025-10-02T14:34:39.872Z" },
{ url = "https://files.pythonhosted.org/packages/ee/dc/e84875682b0593e884ad73b2d40767b5790d417bde603cceb6878901d647/xxhash-3.6.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0", size = 445411, upload-time = "2025-10-02T14:34:41.569Z" },
{ url = "https://files.pythonhosted.org/packages/11/4f/426f91b96701ec2f37bb2b8cec664eff4f658a11f3fa9d94f0a887ea6d2b/xxhash-3.6.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2", size = 193883, upload-time = "2025-10-02T14:34:43.249Z" },
{ url = "https://files.pythonhosted.org/packages/53/5a/ddbb83eee8e28b778eacfc5a85c969673e4023cdeedcfcef61f36731610b/xxhash-3.6.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9", size = 210392, upload-time = "2025-10-02T14:34:45.042Z" },
{ url = "https://files.pythonhosted.org/packages/1e/c2/ff69efd07c8c074ccdf0a4f36fcdd3d27363665bcdf4ba399abebe643465/xxhash-3.6.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e", size = 197898, upload-time = "2025-10-02T14:34:46.302Z" },
{ url = "https://files.pythonhosted.org/packages/58/ca/faa05ac19b3b622c7c9317ac3e23954187516298a091eb02c976d0d3dd45/xxhash-3.6.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374", size = 210655, upload-time = "2025-10-02T14:34:47.571Z" },
{ url = "https://files.pythonhosted.org/packages/d4/7a/06aa7482345480cc0cb597f5c875b11a82c3953f534394f620b0be2f700c/xxhash-3.6.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d", size = 414001, upload-time = "2025-10-02T14:34:49.273Z" },
{ url = "https://files.pythonhosted.org/packages/23/07/63ffb386cd47029aa2916b3d2f454e6cc5b9f5c5ada3790377d5430084e7/xxhash-3.6.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae", size = 191431, upload-time = "2025-10-02T14:34:50.798Z" },
{ url = "https://files.pythonhosted.org/packages/0f/93/14fde614cadb4ddf5e7cebf8918b7e8fac5ae7861c1875964f17e678205c/xxhash-3.6.0-cp312-cp312-win32.whl", hash = "sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb", size = 30617, upload-time = "2025-10-02T14:34:51.954Z" },
{ url = "https://files.pythonhosted.org/packages/13/5d/0d125536cbe7565a83d06e43783389ecae0c0f2ed037b48ede185de477c0/xxhash-3.6.0-cp312-cp312-win_amd64.whl", hash = "sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c", size = 31534, upload-time = "2025-10-02T14:34:53.276Z" },
{ url = "https://files.pythonhosted.org/packages/54/85/6ec269b0952ec7e36ba019125982cf11d91256a778c7c3f98a4c5043d283/xxhash-3.6.0-cp312-cp312-win_arm64.whl", hash = "sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829", size = 27876, upload-time = "2025-10-02T14:34:54.371Z" },
{ url = "https://files.pythonhosted.org/packages/33/76/35d05267ac82f53ae9b0e554da7c5e281ee61f3cad44c743f0fcd354f211/xxhash-3.6.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:599e64ba7f67472481ceb6ee80fa3bd828fd61ba59fb11475572cc5ee52b89ec", size = 32738, upload-time = "2025-10-02T14:34:55.839Z" },
{ url = "https://files.pythonhosted.org/packages/31/a8/3fbce1cd96534a95e35d5120637bf29b0d7f5d8fa2f6374e31b4156dd419/xxhash-3.6.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7d8b8aaa30fca4f16f0c84a5c8d7ddee0e25250ec2796c973775373257dde8f1", size = 30821, upload-time = "2025-10-02T14:34:57.219Z" },
{ url = "https://files.pythonhosted.org/packages/0c/ea/d387530ca7ecfa183cb358027f1833297c6ac6098223fd14f9782cd0015c/xxhash-3.6.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d597acf8506d6e7101a4a44a5e428977a51c0fadbbfd3c39650cca9253f6e5a6", size = 194127, upload-time = "2025-10-02T14:34:59.21Z" },
{ url = "https://files.pythonhosted.org/packages/ba/0c/71435dcb99874b09a43b8d7c54071e600a7481e42b3e3ce1eb5226a5711a/xxhash-3.6.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:858dc935963a33bc33490128edc1c12b0c14d9c7ebaa4e387a7869ecc4f3e263", size = 212975, upload-time = "2025-10-02T14:35:00.816Z" },
{ url = "https://files.pythonhosted.org/packages/84/7a/c2b3d071e4bb4a90b7057228a99b10d51744878f4a8a6dd643c8bd897620/xxhash-3.6.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ba284920194615cb8edf73bf52236ce2e1664ccd4a38fdb543506413529cc546", size = 212241, upload-time = "2025-10-02T14:35:02.207Z" },
{ url = "https://files.pythonhosted.org/packages/81/5f/640b6eac0128e215f177df99eadcd0f1b7c42c274ab6a394a05059694c5a/xxhash-3.6.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4b54219177f6c6674d5378bd862c6aedf64725f70dd29c472eaae154df1a2e89", size = 445471, upload-time = "2025-10-02T14:35:03.61Z" },
{ url = "https://files.pythonhosted.org/packages/5e/1e/3c3d3ef071b051cc3abbe3721ffb8365033a172613c04af2da89d5548a87/xxhash-3.6.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:42c36dd7dbad2f5238950c377fcbf6811b1cdb1c444fab447960030cea60504d", size = 193936, upload-time = "2025-10-02T14:35:05.013Z" },
{ url = "https://files.pythonhosted.org/packages/2c/bd/4a5f68381939219abfe1c22a9e3a5854a4f6f6f3c4983a87d255f21f2e5d/xxhash-3.6.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f22927652cba98c44639ffdc7aaf35828dccf679b10b31c4ad72a5b530a18eb7", size = 210440, upload-time = "2025-10-02T14:35:06.239Z" },
{ url = "https://files.pythonhosted.org/packages/eb/37/b80fe3d5cfb9faff01a02121a0f4d565eb7237e9e5fc66e73017e74dcd36/xxhash-3.6.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b45fad44d9c5c119e9c6fbf2e1c656a46dc68e280275007bbfd3d572b21426db", size = 197990, upload-time = "2025-10-02T14:35:07.735Z" },
{ url = "https://files.pythonhosted.org/packages/d7/fd/2c0a00c97b9e18f72e1f240ad4e8f8a90fd9d408289ba9c7c495ed7dc05c/xxhash-3.6.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:6f2580ffab1a8b68ef2b901cde7e55fa8da5e4be0977c68f78fc80f3c143de42", size = 210689, upload-time = "2025-10-02T14:35:09.438Z" },
{ url = "https://files.pythonhosted.org/packages/93/86/5dd8076a926b9a95db3206aba20d89a7fc14dd5aac16e5c4de4b56033140/xxhash-3.6.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:40c391dd3cd041ebc3ffe6f2c862f402e306eb571422e0aa918d8070ba31da11", size = 414068, upload-time = "2025-10-02T14:35:11.162Z" },
{ url = "https://files.pythonhosted.org/packages/af/3c/0bb129170ee8f3650f08e993baee550a09593462a5cddd8e44d0011102b1/xxhash-3.6.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f205badabde7aafd1a31e8ca2a3e5a763107a71c397c4481d6a804eb5063d8bd", size = 191495, upload-time = "2025-10-02T14:35:12.971Z" },
{ url = "https://files.pythonhosted.org/packages/e9/3a/6797e0114c21d1725e2577508e24006fd7ff1d8c0c502d3b52e45c1771d8/xxhash-3.6.0-cp313-cp313-win32.whl", hash = "sha256:2577b276e060b73b73a53042ea5bd5203d3e6347ce0d09f98500f418a9fcf799", size = 30620, upload-time = "2025-10-02T14:35:14.129Z" },
{ url = "https://files.pythonhosted.org/packages/86/15/9bc32671e9a38b413a76d24722a2bf8784a132c043063a8f5152d390b0f9/xxhash-3.6.0-cp313-cp313-win_amd64.whl", hash = "sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392", size = 31542, upload-time = "2025-10-02T14:35:15.21Z" },
{ url = "https://files.pythonhosted.org/packages/39/c5/cc01e4f6188656e56112d6a8e0dfe298a16934b8c47a247236549a3f7695/xxhash-3.6.0-cp313-cp313-win_arm64.whl", hash = "sha256:457b8f85dec5825eed7b69c11ae86834a018b8e3df5e77783c999663da2f96d6", size = 27880, upload-time = "2025-10-02T14:35:16.315Z" },
{ url = "https://files.pythonhosted.org/packages/f3/30/25e5321c8732759e930c555176d37e24ab84365482d257c3b16362235212/xxhash-3.6.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a42e633d75cdad6d625434e3468126c73f13f7584545a9cf34e883aa1710e702", size = 32956, upload-time = "2025-10-02T14:35:17.413Z" },
{ url = "https://files.pythonhosted.org/packages/9f/3c/0573299560d7d9f8ab1838f1efc021a280b5ae5ae2e849034ef3dee18810/xxhash-3.6.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:568a6d743219e717b07b4e03b0a828ce593833e498c3b64752e0f5df6bfe84db", size = 31072, upload-time = "2025-10-02T14:35:18.844Z" },
{ url = "https://files.pythonhosted.org/packages/7a/1c/52d83a06e417cd9d4137722693424885cc9878249beb3a7c829e74bf7ce9/xxhash-3.6.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:bec91b562d8012dae276af8025a55811b875baace6af510412a5e58e3121bc54", size = 196409, upload-time = "2025-10-02T14:35:20.31Z" },
{ url = "https://files.pythonhosted.org/packages/e3/8e/c6d158d12a79bbd0b878f8355432075fc82759e356ab5a111463422a239b/xxhash-3.6.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:78e7f2f4c521c30ad5e786fdd6bae89d47a32672a80195467b5de0480aa97b1f", size = 215736, upload-time = "2025-10-02T14:35:21.616Z" },
{ url = "https://files.pythonhosted.org/packages/bc/68/c4c80614716345d55071a396cf03d06e34b5f4917a467faf43083c995155/xxhash-3.6.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3ed0df1b11a79856df5ffcab572cbd6b9627034c1c748c5566fa79df9048a7c5", size = 214833, upload-time = "2025-10-02T14:35:23.32Z" },
{ url = "https://files.pythonhosted.org/packages/7e/e9/ae27c8ffec8b953efa84c7c4a6c6802c263d587b9fc0d6e7cea64e08c3af/xxhash-3.6.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0e4edbfc7d420925b0dd5e792478ed393d6e75ff8fc219a6546fb446b6a417b1", size = 448348, upload-time = "2025-10-02T14:35:25.111Z" },
{ url = "https://files.pythonhosted.org/packages/d7/6b/33e21afb1b5b3f46b74b6bd1913639066af218d704cc0941404ca717fc57/xxhash-3.6.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fba27a198363a7ef87f8c0f6b171ec36b674fe9053742c58dd7e3201c1ab30ee", size = 196070, upload-time = "2025-10-02T14:35:26.586Z" },
{ url = "https://files.pythonhosted.org/packages/96/b6/fcabd337bc5fa624e7203aa0fa7d0c49eed22f72e93229431752bddc83d9/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:794fe9145fe60191c6532fa95063765529770edcdd67b3d537793e8004cabbfd", size = 212907, upload-time = "2025-10-02T14:35:28.087Z" },
{ url = "https://files.pythonhosted.org/packages/4b/d3/9ee6160e644d660fcf176c5825e61411c7f62648728f69c79ba237250143/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:6105ef7e62b5ac73a837778efc331a591d8442f8ef5c7e102376506cb4ae2729", size = 200839, upload-time = "2025-10-02T14:35:29.857Z" },
{ url = "https://files.pythonhosted.org/packages/0d/98/e8de5baa5109394baf5118f5e72ab21a86387c4f89b0e77ef3e2f6b0327b/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:f01375c0e55395b814a679b3eea205db7919ac2af213f4a6682e01220e5fe292", size = 213304, upload-time = "2025-10-02T14:35:31.222Z" },
{ url = "https://files.pythonhosted.org/packages/7b/1d/71056535dec5c3177eeb53e38e3d367dd1d16e024e63b1cee208d572a033/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:d706dca2d24d834a4661619dcacf51a75c16d65985718d6a7d73c1eeeb903ddf", size = 416930, upload-time = "2025-10-02T14:35:32.517Z" },
{ url = "https://files.pythonhosted.org/packages/dc/6c/5cbde9de2cd967c322e651c65c543700b19e7ae3e0aae8ece3469bf9683d/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5f059d9faeacd49c0215d66f4056e1326c80503f51a1532ca336a385edadd033", size = 193787, upload-time = "2025-10-02T14:35:33.827Z" },
{ url = "https://files.pythonhosted.org/packages/19/fa/0172e350361d61febcea941b0cc541d6e6c8d65d153e85f850a7b256ff8a/xxhash-3.6.0-cp313-cp313t-win32.whl", hash = "sha256:1244460adc3a9be84731d72b8e80625788e5815b68da3da8b83f78115a40a7ec", size = 30916, upload-time = "2025-10-02T14:35:35.107Z" },
{ url = "https://files.pythonhosted.org/packages/ad/e6/e8cf858a2b19d6d45820f072eff1bea413910592ff17157cabc5f1227a16/xxhash-3.6.0-cp313-cp313t-win_amd64.whl", hash = "sha256:b1e420ef35c503869c4064f4a2f2b08ad6431ab7b229a05cce39d74268bca6b8", size = 31799, upload-time = "2025-10-02T14:35:36.165Z" },
{ url = "https://files.pythonhosted.org/packages/56/15/064b197e855bfb7b343210e82490ae672f8bc7cdf3ddb02e92f64304ee8a/xxhash-3.6.0-cp313-cp313t-win_arm64.whl", hash = "sha256:ec44b73a4220623235f67a996c862049f375df3b1052d9899f40a6382c32d746", size = 28044, upload-time = "2025-10-02T14:35:37.195Z" },
{ url = "https://files.pythonhosted.org/packages/7e/5e/0138bc4484ea9b897864d59fce9be9086030825bc778b76cb5a33a906d37/xxhash-3.6.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:a40a3d35b204b7cc7643cbcf8c9976d818cb47befcfac8bbefec8038ac363f3e", size = 32754, upload-time = "2025-10-02T14:35:38.245Z" },
{ url = "https://files.pythonhosted.org/packages/18/d7/5dac2eb2ec75fd771957a13e5dda560efb2176d5203f39502a5fc571f899/xxhash-3.6.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a54844be970d3fc22630b32d515e79a90d0a3ddb2644d8d7402e3c4c8da61405", size = 30846, upload-time = "2025-10-02T14:35:39.6Z" },
{ url = "https://files.pythonhosted.org/packages/fe/71/8bc5be2bb00deb5682e92e8da955ebe5fa982da13a69da5a40a4c8db12fb/xxhash-3.6.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:016e9190af8f0a4e3741343777710e3d5717427f175adfdc3e72508f59e2a7f3", size = 194343, upload-time = "2025-10-02T14:35:40.69Z" },
{ url = "https://files.pythonhosted.org/packages/e7/3b/52badfb2aecec2c377ddf1ae75f55db3ba2d321c5e164f14461c90837ef3/xxhash-3.6.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4f6f72232f849eb9d0141e2ebe2677ece15adfd0fa599bc058aad83c714bb2c6", size = 213074, upload-time = "2025-10-02T14:35:42.29Z" },
{ url = "https://files.pythonhosted.org/packages/a2/2b/ae46b4e9b92e537fa30d03dbc19cdae57ed407e9c26d163895e968e3de85/xxhash-3.6.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:63275a8aba7865e44b1813d2177e0f5ea7eadad3dd063a21f7cf9afdc7054063", size = 212388, upload-time = "2025-10-02T14:35:43.929Z" },
{ url = "https://files.pythonhosted.org/packages/f5/80/49f88d3afc724b4ac7fbd664c8452d6db51b49915be48c6982659e0e7942/xxhash-3.6.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cd01fa2aa00d8b017c97eb46b9a794fbdca53fc14f845f5a328c71254b0abb7", size = 445614, upload-time = "2025-10-02T14:35:45.216Z" },
{ url = "https://files.pythonhosted.org/packages/ed/ba/603ce3961e339413543d8cd44f21f2c80e2a7c5cfe692a7b1f2cccf58f3c/xxhash-3.6.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0226aa89035b62b6a86d3c68df4d7c1f47a342b8683da2b60cedcddb46c4d95b", size = 194024, upload-time = "2025-10-02T14:35:46.959Z" },
{ url = "https://files.pythonhosted.org/packages/78/d1/8e225ff7113bf81545cfdcd79eef124a7b7064a0bba53605ff39590b95c2/xxhash-3.6.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c6e193e9f56e4ca4923c61238cdaced324f0feac782544eb4c6d55ad5cc99ddd", size = 210541, upload-time = "2025-10-02T14:35:48.301Z" },
{ url = "https://files.pythonhosted.org/packages/6f/58/0f89d149f0bad89def1a8dd38feb50ccdeb643d9797ec84707091d4cb494/xxhash-3.6.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9176dcaddf4ca963d4deb93866d739a343c01c969231dbe21680e13a5d1a5bf0", size = 198305, upload-time = "2025-10-02T14:35:49.584Z" },
{ url = "https://files.pythonhosted.org/packages/11/38/5eab81580703c4df93feb5f32ff8fa7fe1e2c51c1f183ee4e48d4bb9d3d7/xxhash-3.6.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:c1ce4009c97a752e682b897aa99aef84191077a9433eb237774689f14f8ec152", size = 210848, upload-time = "2025-10-02T14:35:50.877Z" },
{ url = "https://files.pythonhosted.org/packages/5e/6b/953dc4b05c3ce678abca756416e4c130d2382f877a9c30a20d08ee6a77c0/xxhash-3.6.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:8cb2f4f679b01513b7adbb9b1b2f0f9cdc31b70007eaf9d59d0878809f385b11", size = 414142, upload-time = "2025-10-02T14:35:52.15Z" },
{ url = "https://files.pythonhosted.org/packages/08/a9/238ec0d4e81a10eb5026d4a6972677cbc898ba6c8b9dbaec12ae001b1b35/xxhash-3.6.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:653a91d7c2ab54a92c19ccf43508b6a555440b9be1bc8be553376778be7f20b5", size = 191547, upload-time = "2025-10-02T14:35:53.547Z" },
{ url = "https://files.pythonhosted.org/packages/f1/ee/3cf8589e06c2164ac77c3bf0aa127012801128f1feebf2a079272da5737c/xxhash-3.6.0-cp314-cp314-win32.whl", hash = "sha256:a756fe893389483ee8c394d06b5ab765d96e68fbbfe6fde7aa17e11f5720559f", size = 31214, upload-time = "2025-10-02T14:35:54.746Z" },
{ url = "https://files.pythonhosted.org/packages/02/5d/a19552fbc6ad4cb54ff953c3908bbc095f4a921bc569433d791f755186f1/xxhash-3.6.0-cp314-cp314-win_amd64.whl", hash = "sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad", size = 32290, upload-time = "2025-10-02T14:35:55.791Z" },
{ url = "https://files.pythonhosted.org/packages/b1/11/dafa0643bc30442c887b55baf8e73353a344ee89c1901b5a5c54a6c17d39/xxhash-3.6.0-cp314-cp314-win_arm64.whl", hash = "sha256:25915e6000338999236f1eb68a02a32c3275ac338628a7eaa5a269c401995679", size = 28795, upload-time = "2025-10-02T14:35:57.162Z" },
{ url = "https://files.pythonhosted.org/packages/2c/db/0e99732ed7f64182aef4a6fb145e1a295558deec2a746265dcdec12d191e/xxhash-3.6.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c5294f596a9017ca5a3e3f8884c00b91ab2ad2933cf288f4923c3fd4346cf3d4", size = 32955, upload-time = "2025-10-02T14:35:58.267Z" },
{ url = "https://files.pythonhosted.org/packages/55/f4/2a7c3c68e564a099becfa44bb3d398810cc0ff6749b0d3cb8ccb93f23c14/xxhash-3.6.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1cf9dcc4ab9cff01dfbba78544297a3a01dafd60f3bde4e2bfd016cf7e4ddc67", size = 31072, upload-time = "2025-10-02T14:35:59.382Z" },
{ url = "https://files.pythonhosted.org/packages/c6/d9/72a29cddc7250e8a5819dad5d466facb5dc4c802ce120645630149127e73/xxhash-3.6.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:01262da8798422d0685f7cef03b2bd3f4f46511b02830861df548d7def4402ad", size = 196579, upload-time = "2025-10-02T14:36:00.838Z" },
{ url = "https://files.pythonhosted.org/packages/63/93/b21590e1e381040e2ca305a884d89e1c345b347404f7780f07f2cdd47ef4/xxhash-3.6.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:51a73fb7cb3a3ead9f7a8b583ffd9b8038e277cdb8cb87cf890e88b3456afa0b", size = 215854, upload-time = "2025-10-02T14:36:02.207Z" },
{ url = "https://files.pythonhosted.org/packages/ce/b8/edab8a7d4fa14e924b29be877d54155dcbd8b80be85ea00d2be3413a9ed4/xxhash-3.6.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b9c6df83594f7df8f7f708ce5ebeacfc69f72c9fbaaababf6cf4758eaada0c9b", size = 214965, upload-time = "2025-10-02T14:36:03.507Z" },
{ url = "https://files.pythonhosted.org/packages/27/67/dfa980ac7f0d509d54ea0d5a486d2bb4b80c3f1bb22b66e6a05d3efaf6c0/xxhash-3.6.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:627f0af069b0ea56f312fd5189001c24578868643203bca1abbc2c52d3a6f3ca", size = 448484, upload-time = "2025-10-02T14:36:04.828Z" },
{ url = "https://files.pythonhosted.org/packages/8c/63/8ffc2cc97e811c0ca5d00ab36604b3ea6f4254f20b7bc658ca825ce6c954/xxhash-3.6.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aa912c62f842dfd013c5f21a642c9c10cd9f4c4e943e0af83618b4a404d9091a", size = 196162, upload-time = "2025-10-02T14:36:06.182Z" },
{ url = "https://files.pythonhosted.org/packages/4b/77/07f0e7a3edd11a6097e990f6e5b815b6592459cb16dae990d967693e6ea9/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:b465afd7909db30168ab62afe40b2fcf79eedc0b89a6c0ab3123515dc0df8b99", size = 213007, upload-time = "2025-10-02T14:36:07.733Z" },
{ url = "https://files.pythonhosted.org/packages/ae/d8/bc5fa0d152837117eb0bef6f83f956c509332ce133c91c63ce07ee7c4873/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:a881851cf38b0a70e7c4d3ce81fc7afd86fbc2a024f4cfb2a97cf49ce04b75d3", size = 200956, upload-time = "2025-10-02T14:36:09.106Z" },
{ url = "https://files.pythonhosted.org/packages/26/a5/d749334130de9411783873e9b98ecc46688dad5db64ca6e04b02acc8b473/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9b3222c686a919a0f3253cfc12bb118b8b103506612253b5baeaac10d8027cf6", size = 213401, upload-time = "2025-10-02T14:36:10.585Z" },
{ url = "https://files.pythonhosted.org/packages/89/72/abed959c956a4bfc72b58c0384bb7940663c678127538634d896b1195c10/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:c5aa639bc113e9286137cec8fadc20e9cd732b2cc385c0b7fa673b84fc1f2a93", size = 417083, upload-time = "2025-10-02T14:36:12.276Z" },
{ url = "https://files.pythonhosted.org/packages/0c/b3/62fd2b586283b7d7d665fb98e266decadf31f058f1cf6c478741f68af0cb/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5c1343d49ac102799905e115aee590183c3921d475356cb24b4de29a4bc56518", size = 193913, upload-time = "2025-10-02T14:36:14.025Z" },
{ url = "https://files.pythonhosted.org/packages/9a/9a/c19c42c5b3f5a4aad748a6d5b4f23df3bed7ee5445accc65a0fb3ff03953/xxhash-3.6.0-cp314-cp314t-win32.whl", hash = "sha256:5851f033c3030dd95c086b4a36a2683c2ff4a799b23af60977188b057e467119", size = 31586, upload-time = "2025-10-02T14:36:15.603Z" },
{ url = "https://files.pythonhosted.org/packages/03/d6/4cc450345be9924fd5dc8c590ceda1db5b43a0a889587b0ae81a95511360/xxhash-3.6.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f", size = 32526, upload-time = "2025-10-02T14:36:16.708Z" },
{ url = "https://files.pythonhosted.org/packages/0f/c9/7243eb3f9eaabd1a88a5a5acadf06df2d83b100c62684b7425c6a11bcaa8/xxhash-3.6.0-cp314-cp314t-win_arm64.whl", hash = "sha256:bb79b1e63f6fd84ec778a4b1916dfe0a7c3fdb986c06addd5db3a0d413819d95", size = 28898, upload-time = "2025-10-02T14:36:17.843Z" },
{ url = "https://files.pythonhosted.org/packages/93/1e/8aec23647a34a249f62e2398c42955acd9b4c6ed5cf08cbea94dc46f78d2/xxhash-3.6.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0f7b7e2ec26c1666ad5fc9dbfa426a6a3367ceaf79db5dd76264659d509d73b0", size = 30662, upload-time = "2025-10-02T14:37:01.743Z" },
{ url = "https://files.pythonhosted.org/packages/b8/0b/b14510b38ba91caf43006209db846a696ceea6a847a0c9ba0a5b1adc53d6/xxhash-3.6.0-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5dc1e14d14fa0f5789ec29a7062004b5933964bb9b02aae6622b8f530dc40296", size = 41056, upload-time = "2025-10-02T14:37:02.879Z" },
{ url = "https://files.pythonhosted.org/packages/50/55/15a7b8a56590e66ccd374bbfa3f9ffc45b810886c8c3b614e3f90bd2367c/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:881b47fc47e051b37d94d13e7455131054b56749b91b508b0907eb07900d1c13", size = 36251, upload-time = "2025-10-02T14:37:04.44Z" },
{ url = "https://files.pythonhosted.org/packages/62/b2/5ac99a041a29e58e95f907876b04f7067a0242cb85b5f39e726153981503/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c6dc31591899f5e5666f04cc2e529e69b4072827085c1ef15294d91a004bc1bd", size = 32481, upload-time = "2025-10-02T14:37:05.869Z" },
{ url = "https://files.pythonhosted.org/packages/7b/d9/8d95e906764a386a3d3b596f3c68bb63687dfca806373509f51ce8eea81f/xxhash-3.6.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:15e0dac10eb9309508bfc41f7f9deaa7755c69e35af835db9cb10751adebc35d", size = 31565, upload-time = "2025-10-02T14:37:06.966Z" },
]
[[package]]
name = "zstandard"
version = "0.25.0"
-3
View File
@@ -26,9 +26,6 @@ You must pass these when invoking the graph as part of the configurable part of
`langgraph_checkpoint` also defines protocol for serialization/deserialization (serde) and provides an default implementation (`langgraph.checkpoint.serde.jsonplus.JsonPlusSerializer`) that handles a wide variety of types, including LangChain and LangGraph primitives, datetimes, enums and more.
> [!IMPORTANT]
> **Checkpoint deserialization security:** By default the serializer allows any Python type found in checkpoint data. New applications should set the environment variable `LANGGRAPH_STRICT_MSGPACK=true` or pass an explicit `allowed_msgpack_modules` list to `JsonPlusSerializer` to restrict deserialization to known-safe types.
### Pending writes
When a graph node fails mid-execution at a given superstep, LangGraph stores pending checkpoint writes from any other nodes that completed successfully at that superstep, so that whenever we resume graph execution from that superstep we don't re-run the successful nodes.
@@ -3,7 +3,7 @@ from __future__ import annotations
import copy
import logging
from collections.abc import AsyncIterator, Collection, Iterator, Mapping, Sequence
from typing import (
from typing import ( # noqa: UP035
Any,
Generic,
Literal,
@@ -13,7 +13,6 @@ from typing import (
)
from langchain_core.runnables import RunnableConfig
from typing_extensions import NotRequired
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.serde.base import SerializerProtocol, maybe_add_typed_methods
@@ -29,8 +28,6 @@ from langgraph.checkpoint.serde.types import (
V = TypeVar("V", int, float, str)
PendingWrite = tuple[str, str, Any]
logger = logging.getLogger(__name__)
@@ -60,21 +57,6 @@ class CheckpointMetadata(TypedDict, total=False):
"""
run_id: str
"""The ID of the run that created this checkpoint."""
delta_updates_since_snapshot: dict[str, int]
"""Per-channel update count since the last `_DeltaSnapshot` was written.
!!! warning "Beta"
This metadata field backs `DeltaChannel` (beta). The key name and
contents may change while the delta-channel design stabilizes.
Maps channel name → number of supersteps that wrote to this channel
since its last snapshot blob. Used by `pregel.create_checkpoint` to
decide when to write the next snapshot (when the count reaches the
channel's `snapshot_frequency`, snapshot fires and the count resets
to 0). Absent on threads that don't use delta channels. Version-format
independent — works for int, float, and string version schemes.
"""
ChannelVersions = dict[str, str | int | float]
@@ -137,33 +119,6 @@ class CheckpointTuple(NamedTuple):
pending_writes: list[PendingWrite] | None = None
class DeltaChannelHistory(TypedDict):
"""Per-channel result entry from `BaseCheckpointSaver.get_delta_channel_history`.
!!! warning "Beta"
Part of the `DeltaChannel` support surface; in beta. Field names and
semantics may change.
Storage-level view of what one channel contributed across the ancestor
chain of a target checkpoint:
* `writes` — on-path deltas oldest→newest as `PendingWrite` tuples.
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.
* `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
"start empty"). Typically a `_DeltaSnapshot` for delta channels with
finite snapshot frequency, or a plain value for threads migrated
from a pre-delta channel type.
"""
writes: list[PendingWrite]
seed: NotRequired[Any]
class BaseCheckpointSaver(Generic[V]):
"""Base class for creating a graph checkpointer.
@@ -327,14 +282,6 @@ class BaseCheckpointSaver(Generic[V]):
Args:
run_ids: The run IDs whose checkpoints should be deleted.
!!! warning "DeltaChannel"
Deleting a run that produced ancestor `checkpoint_writes` — or
the only `_DeltaSnapshot` blob — for a still-live thread will
break reconstruction of any `DeltaChannel` whose history
depended on those rows. See the `DeltaChannel` note on `prune`
for safe-recovery strategies.
"""
raise NotImplementedError
@@ -348,17 +295,6 @@ class BaseCheckpointSaver(Generic[V]):
Args:
source_thread_id: The thread ID to copy from.
target_thread_id: The thread ID to copy to.
!!! warning "DeltaChannel"
Implementations must copy the **complete** parent chain (all
ancestor checkpoints and their `checkpoint_writes`) — copying
only the head checkpoint will leave the target thread with
`DeltaChannel` state that cannot be reconstructed (no path back
to a `_DeltaSnapshot` ancestor). Equivalently, the copy must
include enough ancestors that every `DeltaChannel`-backed key
has either a `_DeltaSnapshot` in `channel_values` somewhere in
the chain, or a complete write history back to the chain root.
"""
raise NotImplementedError
@@ -374,34 +310,6 @@ class BaseCheckpointSaver(Generic[V]):
thread_ids: The thread IDs to prune.
strategy: The pruning strategy. `"keep_latest"` retains only the most
recent checkpoint per namespace. `"delete"` removes all checkpoints.
!!! warning "DeltaChannel"
Custom implementations must be `DeltaChannel`-aware. `DeltaChannel`
stores only a sentinel in `channel_values` for non-snapshot steps;
reconstruction walks the parent chain via
`get_delta_channel_history`, accumulating rows from
`checkpoint_writes` until it reaches an ancestor whose
`channel_values` contains a `_DeltaSnapshot` blob (written every
`snapshot_frequency` updates).
A naive `"keep_latest"` that drops intermediate checkpoints and
their writes can sever that chain: the surviving "latest"
checkpoint is rarely a snapshot point itself, so its delta
channels would silently reconstruct as empty (no error raised —
`get_delta_channel_history` simply returns no `seed`). Safe
options when the graph uses `DeltaChannel`:
* Walk back from each kept checkpoint and preserve every
ancestor (plus its `checkpoint_writes`) up to the nearest one
whose `channel_values` already contains a `_DeltaSnapshot` for
every `DeltaChannel`-backed key.
* Force a fresh snapshot on the kept checkpoint before deleting
ancestors — rewrite `channel_values[k] = _DeltaSnapshot(value)`
for each delta channel `k` (resolving `value` via the existing
ancestor walk first), then prune.
* Skip pruning threads whose graph uses `DeltaChannel` until one
of the above is implemented.
"""
raise NotImplementedError
@@ -518,13 +426,6 @@ class BaseCheckpointSaver(Generic[V]):
Args:
run_ids: The run IDs whose checkpoints should be deleted.
!!! warning "DeltaChannel"
See `delete_for_runs` — deleting rows a still-live thread's
`DeltaChannel` reconstruction depends on (writes between the
head and its nearest `_DeltaSnapshot` ancestor) will silently
corrupt that channel's state.
"""
raise NotImplementedError
@@ -538,13 +439,6 @@ class BaseCheckpointSaver(Generic[V]):
Args:
source_thread_id: The thread ID to copy from.
target_thread_id: The thread ID to copy to.
!!! warning "DeltaChannel"
See `copy_thread` — the copy must carry the complete parent
chain (or at least back to a `_DeltaSnapshot` ancestor for every
`DeltaChannel`) so the target thread can reconstruct delta
state.
"""
raise NotImplementedError
@@ -560,243 +454,9 @@ class BaseCheckpointSaver(Generic[V]):
thread_ids: The thread IDs to prune.
strategy: The pruning strategy. `"keep_latest"` retains only the most
recent checkpoint per namespace. `"delete"` removes all checkpoints.
!!! warning "DeltaChannel"
See `prune` for the full `DeltaChannel` caveat. In short:
`"keep_latest"` must not drop ancestor checkpoints / writes that
sit between the kept checkpoint and the nearest `_DeltaSnapshot`
ancestor, or delta channels will silently reconstruct as empty.
"""
raise NotImplementedError
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Walk the parent chain returning per-channel writes + seed.
!!! warning "Beta"
This method is part of the `DeltaChannel` support surface and is
in beta. The signature, return shape (`DeltaChannelHistory`), and
interaction with `_DeltaSnapshot` blobs may change. Override at
your own risk; the default implementation will continue to work
against the public `BaseCheckpointSaver` contract.
For each requested channel, walks ancestors of the checkpoint
identified by `config` (following `parent_config`) and accumulates
`pending_writes` for that channel. The walk terminates per-channel
at the nearest ancestor whose `channel_values[ch]` is populated;
that value is returned as `seed`. If the walk reaches the root
without finding a stored value, `seed` is omitted from that
channel's entry — the consumer treats the absence as "start
empty."
Walks the **parent chain** (not `list(before=...)`): for forked
threads, only on-path ancestors contribute.
The default implementation walks `get_tuple` + `parent_config`
once for all channels — each ancestor visited once, not once per
channel. Savers with direct storage access (`InMemorySaver`,
`PostgresSaver`) override for performance; the return contract is
fixed here.
Args:
config: Configuration identifying the target checkpoint.
channels: Channel names to walk for. Empty → empty mapping.
Returns:
Per-channel `DeltaChannelHistory` for every name in `channels`.
"""
if not channels:
return {}
collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
seed_by_ch: dict[str, Any] = {}
remaining: set[str] = set(channels)
target_tuple = self.get_tuple(config)
cursor_config: RunnableConfig | None = (
target_tuple.parent_config if target_tuple else None
)
while cursor_config is not None and remaining:
tup = self.get_tuple(cursor_config)
if tup is None:
break
if tup.pending_writes:
for write in reversed(tup.pending_writes):
ch = write[1]
if ch in remaining:
collected_by_ch[ch].append(write)
for ch in list(remaining):
if ch in tup.checkpoint["channel_values"]:
seed_by_ch[ch] = tup.checkpoint["channel_values"][ch]
remaining.discard(ch)
cursor_config = tup.parent_config
result: dict[str, DeltaChannelHistory] = {}
for ch in channels:
entry: DeltaChannelHistory = {"writes": list(reversed(collected_by_ch[ch]))}
if ch in seed_by_ch:
entry["seed"] = seed_by_ch[ch]
result[ch] = entry
return result
async def aget_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Async version of `get_delta_channel_history`.
!!! warning "Beta"
This method is part of the `DeltaChannel` support surface and is
in beta. See `get_delta_channel_history` for caveats.
"""
if not channels:
return {}
collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
seed_by_ch: dict[str, Any] = {}
remaining: set[str] = set(channels)
target_tuple = await self.aget_tuple(config)
cursor_config: RunnableConfig | None = (
target_tuple.parent_config if target_tuple else None
)
while cursor_config is not None and remaining:
tup = await self.aget_tuple(cursor_config)
if tup is None:
break
if tup.pending_writes:
for write in reversed(tup.pending_writes):
ch = write[1]
if ch in remaining:
collected_by_ch[ch].append(write)
for ch in list(remaining):
if ch in tup.checkpoint["channel_values"]:
seed_by_ch[ch] = tup.checkpoint["channel_values"][ch]
remaining.discard(ch)
cursor_config = tup.parent_config
result: dict[str, DeltaChannelHistory] = {}
for ch in channels:
entry: DeltaChannelHistory = {"writes": list(reversed(collected_by_ch[ch]))}
if ch in seed_by_ch:
entry["seed"] = seed_by_ch[ch]
result[ch] = entry
return result
def get_delta_channel_keepset(
self,
*,
config: RunnableConfig,
channels: Sequence[str],
) -> set[str]:
"""Return ancestor checkpoint_ids that must survive deletion.
!!! warning "Beta"
This method is part of the `DeltaChannel` support surface and is
in beta. The signature may change while the delta-channel design
stabilizes.
Walks the parent chain from `config` backward, collecting visited
checkpoint_ids (inclusive of the target), and terminates per-channel
when that channel has a populated `channel_values[ch]` (a
`_DeltaSnapshot` blob or a pre-migration plain value). The returned
set is the minimum keep-set: every checkpoint_id whose removal would
break reconstruction of the listed channels at `config`.
Pass `channels=[]` to return just `{config.checkpoint_id}` — useful
for graphs that don't use `DeltaChannel`.
Compose this into custom `prune` / `delete_for_runs` / `copy_thread`::
keep = saver.get_delta_channel_keepset(
config=head_config, channels=delta_channels,
)
delete_rows_not_in(keep)
Note:
The default implementation here uses repeated `get_tuple` calls
to walk the parent chain. This is a basic reference implementation
suitable for low-frequency maintenance operations (prune, etc.).
Custom checkpointer backends may override with a more efficient
version tailored to their data model (e.g. a single SQL query
with a recursive CTE), but it is not required — the default works
correctly for any saver that implements `get_tuple`.
Args:
config: Configuration identifying the target checkpoint.
channels: Channel names whose delta history must be preserved.
Empty sequence means only the target checkpoint_id is kept.
Returns:
Set of checkpoint_ids that must not be deleted.
"""
target_tuple = self.get_tuple(config)
if target_tuple is None:
return set()
target_id = target_tuple.config["configurable"]["checkpoint_id"]
keep: set[str] = {target_id}
if not channels:
return keep
remaining: set[str] = set(channels)
for ch in list(remaining):
if ch in target_tuple.checkpoint["channel_values"]:
remaining.discard(ch)
if not remaining:
return keep
cursor_config: RunnableConfig | None = target_tuple.parent_config
while cursor_config is not None and remaining:
tup = self.get_tuple(cursor_config)
if tup is None:
break
cid = tup.config["configurable"]["checkpoint_id"]
keep.add(cid)
for ch in list(remaining):
if ch in tup.checkpoint["channel_values"]:
remaining.discard(ch)
if not remaining:
break
cursor_config = tup.parent_config
return keep
async def aget_delta_channel_keepset(
self,
*,
config: RunnableConfig,
channels: Sequence[str],
) -> set[str]:
"""Async version of `get_delta_channel_keepset`.
!!! warning "Beta"
This method is part of the `DeltaChannel` support surface and is
in beta. See `get_delta_channel_keepset` for full documentation.
"""
target_tuple = await self.aget_tuple(config)
if target_tuple is None:
return set()
target_id = target_tuple.config["configurable"]["checkpoint_id"]
keep: set[str] = {target_id}
if not channels:
return keep
remaining: set[str] = set(channels)
for ch in list(remaining):
if ch in target_tuple.checkpoint["channel_values"]:
remaining.discard(ch)
if not remaining:
return keep
cursor_config: RunnableConfig | None = target_tuple.parent_config
while cursor_config is not None and remaining:
tup = await self.aget_tuple(cursor_config)
if tup is None:
break
cid = tup.config["configurable"]["checkpoint_id"]
keep.add(cid)
for ch in list(remaining):
if ch in tup.checkpoint["channel_values"]:
remaining.discard(ch)
if not remaining:
break
cursor_config = tup.parent_config
return keep
def get_next_version(self, current: V | None, channel: None) -> V:
"""Generate the next version ID for a channel.
@@ -6,7 +6,7 @@ import pickle
import random
import shutil
from collections import defaultdict
from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
from collections.abc import AsyncIterator, Iterator, Sequence
from contextlib import AbstractAsyncContextManager, AbstractContextManager, ExitStack
from types import TracebackType
from typing import Any
@@ -20,8 +20,6 @@ from langgraph.checkpoint.base import (
Checkpoint,
CheckpointMetadata,
CheckpointTuple,
DeltaChannelHistory,
PendingWrite,
SerializerProtocol,
get_checkpoint_id,
get_checkpoint_metadata,
@@ -123,115 +121,16 @@ class InMemorySaver(
return self.stack.__exit__(__exc_type, __exc_value, __traceback)
def _load_blobs(
self,
thread_id: str,
checkpoint_ns: str,
versions: ChannelVersions,
self, thread_id: str, checkpoint_ns: str, versions: ChannelVersions
) -> dict[str, Any]:
result: dict[str, Any] = {}
for k, ver in versions.items():
kk = (thread_id, checkpoint_ns, k, ver)
if kk not in self.blobs:
continue
vv = self.blobs[kk]
if vv[0] == "empty":
continue
result[k] = self.serde.loads_typed(vv)
return result
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
"""Override: walk the parent chain ONCE for all requested channels.
Each channel terminates independently at the nearest ancestor
whose stored blob is non-empty. Other channels keep walking until
they find their own terminator or hit the root.
Pre-delta plain-value blobs subsume their ancestor's pending
writes (the value already includes them); `_DeltaSnapshot` blobs
do not (snapshot is the value AT that ancestor, prior to its own
pending writes that produce the child).
"""
if not channels:
return {}
# Imported lazily to avoid a hard checkpoint→serde-types coupling at
# module import; only this override needs the runtime check.
from langgraph.checkpoint.serde.types import _DeltaSnapshot
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, {})
chain: list[str] = []
target_entry = ns_storage.get(checkpoint_id)
current: str | None = target_entry[2] if target_entry is not None else None
while current is not None:
entry = ns_storage.get(current)
if entry is None:
break
chain.append(current)
_, _, parent = entry
current = parent
collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
seed_by_ch: dict[str, Any] = {}
remaining: set[str] = set(channels)
for cp_id in chain:
if not remaining:
break
entry = ns_storage.get(cp_id)
ckpt = self.serde.loads_typed(entry[0]) if entry is not None else None
terminated_here: set[str] = set()
blob_value_by_ch: dict[str, Any] = {}
if ckpt is not None:
versions = ckpt.get("channel_versions", {})
for ch in remaining:
ver = versions.get(ch)
if ver is None:
continue
blob_entry = self.blobs.get((thread_id, checkpoint_ns, ch, ver))
if blob_entry is None or blob_entry[0] == "empty":
continue
blob_value_by_ch[ch] = self.serde.loads_typed(blob_entry)
terminated_here.add(ch)
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
blob_value = blob_value_by_ch.get(ch)
if blob_value is not None and not isinstance(
blob_value, _DeltaSnapshot
):
continue
collected_by_ch[ch].append(
(tid, ch, self.serde.loads_typed(serialized))
)
for ch in terminated_here:
seed_by_ch[ch] = blob_value_by_ch[ch]
remaining.discard(ch)
result: dict[str, DeltaChannelHistory] = {}
for ch in channels:
entry_h: DeltaChannelHistory = {
"writes": list(reversed(collected_by_ch[ch]))
}
if ch in seed_by_ch:
entry_h["seed"] = seed_by_ch[ch]
result[ch] = entry_h
return result
async def aget_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
return self.get_delta_channel_history(config=config, channels=channels)
channel_values: dict[str, Any] = {}
for k, v in versions.items():
kk = (thread_id, checkpoint_ns, k, v)
if kk in self.blobs:
vv = self.blobs[kk]
if vv[0] != "empty":
channel_values[k] = self.serde.loads_typed(vv)
return channel_values
def get_tuple(self, config: RunnableConfig) -> CheckpointTuple | None:
"""Get a checkpoint tuple from the in-memory storage.
@@ -1,10 +1,3 @@
"""Msgpack deserialization safety controls.
Set ``LANGGRAPH_STRICT_MSGPACK=true`` to restrict checkpoint deserialization
to the types listed in ``SAFE_MSGPACK_TYPES``. Without this, any Python
callable stored in checkpoint data will be imported and executed on load.
"""
import os
from collections.abc import Iterable
from typing import cast
@@ -73,7 +66,6 @@ SAFE_MSGPACK_TYPES: frozenset[tuple[str, ...]] = frozenset(
("langchain_core.documents.base", "Document"),
# langgraph
("langgraph.types", "Send"),
("langgraph.types", "TimeoutPolicy"),
("langgraph.types", "Interrupt"),
("langgraph.types", "Command"),
("langgraph.types", "StateSnapshot"),
@@ -33,51 +33,19 @@ from langchain_core.load.load import Reviver
from langgraph.checkpoint.serde import _msgpack as _lg_msgpack
from langgraph.checkpoint.serde.base import SerializerProtocol
from langgraph.checkpoint.serde.event_hooks import emit_serde_event
from langgraph.checkpoint.serde.types import (
SendProtocol,
_DeltaSnapshot,
)
from langgraph.checkpoint.serde.types import SendProtocol
from langgraph.store.base import Item
if TYPE_CHECKING:
from langgraph.checkpoint.serde._msgpack import (
AllowedMsgpackModules,
)
from langgraph.checkpoint.serde.types import SendProtocol
LC_REVIVER = Reviver()
EMPTY_BYTES = b""
logger = logging.getLogger(__name__)
# Dedup log warnings across process lifetime; cap bounds state if types are
# dynamically generated (also acts as a circuit breaker on warning volume).
# Dedup is best-effort: racing threads may each emit once for the same key,
# and warnings are silently dropped once _MAX_WARNED_TYPES is reached.
_MAX_WARNED_TYPES = 1000
_warned_unregistered_types: set[tuple[str, str]] = set()
_warned_blocked_types: set[tuple[str, str]] = set()
def _is_safe_json_type(id_list: list[str]) -> bool:
"""Return True if an lc=2 id refers to a type in SAFE_MSGPACK_TYPES.
Safe types bypass the ``allowed_json_modules`` gate so that old "json" format
checkpoints (written before the msgpack migration) can be resumed without
requiring users to configure an explicit allowlist.
"""
if len(id_list) < 2:
return False
module_name = ".".join(id_list[:-1])
return (module_name, id_list[-1]) in _lg_msgpack.SAFE_MSGPACK_TYPES
def _warn_once(
seen: set[tuple[str, str]], key: tuple[str, str], msg: str, *args: object
) -> None:
if key in seen or len(seen) >= _MAX_WARNED_TYPES:
return
seen.add(key)
logger.warning(msg, *args)
class JsonPlusSerializer(SerializerProtocol):
"""Serializer that uses ormsgpack, with optional fallbacks.
@@ -88,10 +56,6 @@ class JsonPlusSerializer(SerializerProtocol):
class and called within the Pregel loop. It should not be used on untrusted
python objects. If an attacker can write directly to your checkpoint database,
they may be able to trigger code execution when data is deserialized.
Set the environment variable ``LANGGRAPH_STRICT_MSGPACK=true`` to restrict
deserialization to a built-in allowlist of safe types. You can also pass
an explicit ``allowed_msgpack_modules`` to the constructor.
"""
def __init__(
@@ -106,11 +70,8 @@ class JsonPlusSerializer(SerializerProtocol):
) -> None:
if allowed_msgpack_modules is _lg_msgpack._SENTINEL:
if _lg_msgpack.STRICT_MSGPACK_ENABLED:
# Strict: only SAFE_MSGPACK_TYPES are allowed.
allowed_msgpack_modules = None
else:
# Permissive (default): all types allowed with a warning.
# Set LANGGRAPH_STRICT_MSGPACK=true to lock this down.
allowed_msgpack_modules = True
self.pickle_fallback = pickle_fallback
self._allowed_json_modules: set[tuple[str, ...]] | Literal[True] | None = (
@@ -179,23 +140,19 @@ class JsonPlusSerializer(SerializerProtocol):
return out
def _reviver(self, value: dict[str, Any]) -> Any:
if (
if self._allowed_json_modules and (
value.get("lc", None) == 2
and value.get("type", None) == "constructor"
and value.get("id", None) is not None
):
id_list = value["id"]
is_safe = _is_safe_json_type(id_list)
if self._allowed_json_modules or is_safe:
try:
return self._revive_lc2(value)
except InvalidModuleError as e:
if not is_safe:
logger.warning(
"Object %s is not in the deserialization allowlist.\n%s",
value["id"],
e.message,
)
try:
return self._revive_lc2(value)
except InvalidModuleError as e:
logger.warning(
"Object %s is not in the deserialization allowlist.\n%s",
value["id"],
e.message,
)
return LC_REVIVER(value)
@@ -243,13 +200,6 @@ class JsonPlusSerializer(SerializerProtocol):
method_display = "<init>"
dotted = ".".join(needed)
# Safe types (the same set already allowed for msgpack deserialization) are
# permitted without an explicit allowlist — they are known-safe LangGraph and
# LangChain types. This restores backwards-compat for old "json" checkpoints
# that pre-date the msgpack migration without reopening the broader security gate.
if _is_safe_json_type(list(needed)):
return
if not self._allowed_json_modules:
raise InvalidModuleError(
f"Refused to deserialize JSON constructor: {dotted} (method: {method_display}). "
@@ -319,13 +269,10 @@ EXT_METHOD_SINGLE_ARG = 3
EXT_PYDANTIC_V1 = 4
EXT_PYDANTIC_V2 = 5
EXT_NUMPY_ARRAY = 6
EXT_DELTA_SNAPSHOT = 7
def _msgpack_default(obj: Any) -> str | ormsgpack.Ext:
if isinstance(obj, _DeltaSnapshot):
return ormsgpack.Ext(EXT_DELTA_SNAPSHOT, _msgpack_enc(obj.value))
elif hasattr(obj, "model_dump") and callable(obj.model_dump): # pydantic v2
if hasattr(obj, "model_dump") and callable(obj.model_dump): # pydantic v2
return ormsgpack.Ext(
EXT_PYDANTIC_V2,
_msgpack_enc(
@@ -497,13 +444,10 @@ def _msgpack_default(obj: Any) -> str | ormsgpack.Ext:
),
)
elif isinstance(obj, SendProtocol):
args: tuple[Any, ...] = (obj.node, obj.arg)
if (timeout := getattr(obj, "timeout", None)) is not None:
args = (obj.node, obj.arg, timeout)
return ormsgpack.Ext(
EXT_CONSTRUCTOR_POS_ARGS,
_msgpack_enc(
(obj.__class__.__module__, obj.__class__.__name__, args),
(obj.__class__.__module__, obj.__class__.__name__, (obj.node, obj.arg)),
),
)
elif dataclasses.is_dataclass(obj):
@@ -554,15 +498,6 @@ def _msgpack_default(obj: Any) -> str | ormsgpack.Ext:
raise TypeError(f"Object of type {obj.__class__.__name__} is not serializable")
def _send_from_args(args: Sequence[Any]) -> Any:
# ya we have a cyclic import here ¯\_(ツ)_/¯
from langgraph.types import Send # type: ignore
if len(args) == 2:
return Send(*args)
return Send(args[0], args[1], timeout=args[2])
def _create_msgpack_ext_hook(
allowed_modules: set[tuple[str, ...]] | Literal[True] | None,
) -> Callable[[int, bytes], Any]:
@@ -592,13 +527,10 @@ def _create_msgpack_ext_hook(
"name": name,
}
)
_warn_once(
_warned_unregistered_types,
key,
logger.warning(
"Deserializing unregistered type %s.%s from checkpoint. "
"This will be blocked in a future version. "
"Set LANGGRAPH_STRICT_MSGPACK=true to block now, or add "
"to allowed_msgpack_modules to allow explicitly: [(%r, %r)]",
"Add to allowed_msgpack_modules to silence: [(%r, %r)]",
module,
name,
module,
@@ -616,9 +548,7 @@ def _create_msgpack_ext_hook(
"name": name,
}
)
_warn_once(
_warned_blocked_types,
key,
logger.warning(
"Blocked deserialization of %s.%s - not in allowed_msgpack_modules. "
"Add to allowed_msgpack_modules to allow: [(%r, %r)]",
module,
@@ -651,13 +581,7 @@ def _create_msgpack_ext_hook(
return False
def ext_hook(code: int, data: bytes) -> Any:
if code == EXT_DELTA_SNAPSHOT:
return _DeltaSnapshot(
ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
)
)
elif code == EXT_CONSTRUCTOR_SINGLE_ARG:
if code == EXT_CONSTRUCTOR_SINGLE_ARG:
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -678,8 +602,6 @@ def _create_msgpack_ext_hook(
)
if not _check_allowed(tup[0], tup[1]):
return tup[2]
if tup[0] == "langgraph.types" and tup[1] == "Send":
return _send_from_args(tup[2])
# module, name, args
return getattr(importlib.import_module(tup[0]), tup[1])(*tup[2])
except Exception:
@@ -793,7 +715,9 @@ def _msgpack_ext_hook_to_json(code: int, data: bytes) -> Any:
option=ormsgpack.OPT_NON_STR_KEYS,
)
if tup[0] == "langgraph.types" and tup[1] == "Send":
return _send_from_args(tup[2])
from langgraph.types import Send # type: ignore
return Send(*tup[2])
# module, name, args
return tup[2]
except Exception:
@@ -1,7 +1,6 @@
from collections.abc import Sequence
from typing import (
Any,
NamedTuple,
Protocol,
TypeVar,
runtime_checkable,
@@ -15,22 +14,6 @@ INTERRUPT = "__interrupt__"
RESUME = "__resume__"
TASKS = "__pregel_tasks"
class _DeltaSnapshot(NamedTuple):
"""Snapshot blob for a DeltaChannel with finite snapshot_frequency.
Stored in checkpoint_blobs via the `EXT_DELTA_SNAPSHOT` msgpack ext code.
The ancestor walk in `BaseCheckpointSaver.get_delta_channel_history` terminates
when it encounters this type (any non-empty channel_values entry stops
the walk for that channel).
`from_checkpoint` reconstructs the channel value directly from `.value`
without replaying writes the snapshot IS the accumulated state.
"""
value: Any
Value = TypeVar("Value", covariant=True)
Update = TypeVar("Update", contravariant=True)
C = TypeVar("C")
+2 -2
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "langgraph-checkpoint"
version = "4.1.0a4"
version = "4.0.1"
description = "Library with base interfaces for LangGraph checkpoint savers."
authors = []
requires-python = ">=3.10"
@@ -18,7 +18,7 @@ dependencies = [
[project.urls]
Source = "https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint"
Twitter = "https://x.com/langchain_oss"
Twitter = "https://x.com/LangChain"
Slack = "https://www.langchain.com/join-community"
Reddit = "https://www.reddit.com/r/LangChain/"
@@ -1,35 +0,0 @@
"""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():
from langgraph.checkpoint.conformance import validate
from langgraph.checkpoint.conformance.initializer import checkpointer_test
from langgraph.checkpoint.memory import InMemorySaver
@checkpointer_test(name="InMemorySaver")
async def mem_saver():
yield InMemorySaver()
report = await validate(
mem_saver,
capabilities={
"delta_channel_history",
"delta_channel_keepset",
"delta_channel_reconstruction",
},
)
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}")
-9
View File
@@ -29,8 +29,6 @@ from langgraph.checkpoint.serde.jsonplus import (
EXT_METHOD_SINGLE_ARG,
JsonPlusSerializer,
_msgpack_enc,
_warned_blocked_types,
_warned_unregistered_types,
)
@@ -104,13 +102,6 @@ def test_msgpack_method_pathlib_blocked_encrypted_strict(
class TestEncryptedSerializerMsgpackAllowlist:
"""Test msgpack allowlist behavior through EncryptedSerializer."""
@pytest.fixture(autouse=True)
def _reset_warned_types(self) -> None:
# Warning dedup state is process-global; reset per-test so each case
# sees a fresh slate and assertions about warning emission are stable.
_warned_unregistered_types.clear()
_warned_blocked_types.clear()
def test_safe_types_no_warning(self, caplog: pytest.LogCaptureFixture) -> None:
"""Test safe types deserialize without warnings through encryption."""
serde = _make_encrypted_serde()
+2 -67
View File
@@ -35,8 +35,6 @@ from langgraph.checkpoint.serde.jsonplus import (
JsonPlusSerializer,
_msgpack_enc,
_msgpack_ext_hook_to_json,
_warned_blocked_types,
_warned_unregistered_types,
)
from langgraph.store.base import Item
@@ -333,57 +331,6 @@ def test_serde_jsonplus_bytes() -> None:
assert serde.loads_typed(dumped) == some_bytes
def test_lc2_json_safe_type_revives_without_allowlist() -> None:
"""Old 'json' blobs with lc=2 for safe types must revive without an explicit allowlist.
Regression test for: https://github.com/langchain-ai/langgraph/issues/7498
Threads checkpointed before v1.0.1 (pre-msgpack) stored messages as lc=2 JSON
constructor dicts. Resuming those threads must reconstruct proper BaseMessage objects
rather than returning raw dicts that cause MESSAGE_COERCION_FAILURE in add_messages.
"""
from langchain_core.messages import AIMessage
serde = JsonPlusSerializer() # default: _allowed_json_modules=None
human_blob = {
"lc": 2,
"type": "constructor",
"id": ["langchain_core", "messages", "human", "HumanMessage"],
"kwargs": {"content": "hello", "type": "human"},
}
ai_blob = {
"lc": 2,
"type": "constructor",
"id": ["langchain_core", "messages", "ai", "AIMessage"],
"kwargs": {"content": "hi there", "type": "ai"},
}
result = serde.loads_typed(("json", json.dumps([human_blob, ai_blob]).encode()))
assert len(result) == 2
assert isinstance(result[0], HumanMessage), (
f"Expected HumanMessage, got {type(result[0])}: {result[0]!r}\n"
"lc=2 JSON blobs for safe types must deserialize without an explicit allowlist"
)
assert result[0].content == "hello"
assert isinstance(result[1], AIMessage)
assert result[1].content == "hi there"
def test_lc2_json_unknown_type_stays_blocked_without_allowlist() -> None:
"""lc=2 JSON blobs for types NOT in SAFE_MSGPACK_TYPES still require an allowlist."""
serde = JsonPlusSerializer()
load = {
"lc": 2,
"type": "constructor",
"id": ["pprint", "pprint"],
"kwargs": {"object": "HELLO"},
}
# No allowlist configured → raw dict returned (not raised, not reconstructed)
result = serde.loads_typed(("json", json.dumps(load).encode()))
assert isinstance(result, dict), "Unknown lc=2 type must stay as raw dict"
assert result.get("lc") == 2
def test_deserde_invalid_module() -> None:
serde = JsonPlusSerializer()
load = {
@@ -633,14 +580,6 @@ def test_msgpack_safe_types_no_warning(caplog: pytest.LogCaptureFixture) -> None
assert result is not None
@pytest.fixture(autouse=True)
def _reset_warned_types() -> None:
# Warning dedup state is process-global; reset per-test so each case sees
# a fresh slate and assertions about warning emission are stable.
_warned_unregistered_types.clear()
_warned_blocked_types.clear()
def test_msgpack_pydantic_warns_by_default(caplog: pytest.LogCaptureFixture) -> None:
"""Pydantic models not in allowlist should log warning but still deserialize."""
current = _lg_msgpack.STRICT_MSGPACK_ENABLED
@@ -656,12 +595,6 @@ def test_msgpack_pydantic_warns_by_default(caplog: pytest.LogCaptureFixture) ->
assert "unregistered type" in caplog.text.lower()
assert "allowed_msgpack_modules" in caplog.text
assert result == obj
# Second deserialization of the same type should NOT produce another warning
caplog.clear()
result2 = serde.loads_typed(dumped)
assert "unregistered type" not in caplog.text.lower()
assert result2 == obj
_lg_msgpack.STRICT_MSGPACK_ENABLED = current
@@ -706,6 +639,7 @@ def test_msgpack_allowlist_silences_warning(caplog: pytest.LogCaptureFixture) ->
def test_msgpack_none_blocks_unregistered(caplog: pytest.LogCaptureFixture) -> None:
"""allowed_msgpack_modules=None should block unregistered types."""
serde = JsonPlusSerializer(allowed_msgpack_modules=None)
obj = MyPydantic(foo="test", bar=42, inner=InnerPydantic(hello="world"))
@@ -723,6 +657,7 @@ def test_msgpack_allowlist_blocks_non_listed(
caplog: pytest.LogCaptureFixture,
) -> None:
"""Allowlists should block unregistered types even if msgpack is enabled."""
serde = JsonPlusSerializer(
allowed_msgpack_modules=[("tests.test_jsonplus", "MyPydantic")]
)
+3 -373
View File
@@ -12,25 +12,13 @@ from langgraph.checkpoint.base import (
empty_checkpoint,
)
from langgraph.checkpoint.memory import InMemorySaver
from langgraph.checkpoint.serde.jsonplus import (
JsonPlusSerializer,
_warned_blocked_types,
_warned_unregistered_types,
)
from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
class MemoryPydantic(BaseModel):
foo: str
@pytest.fixture(autouse=True)
def _reset_warned_types() -> None:
# Warning dedup state is process-global; reset per-test so each case sees
# a fresh slate and assertions about warning emission are stable.
_warned_unregistered_types.clear()
_warned_blocked_types.clear()
class TestMemorySaver:
@pytest.fixture(autouse=True)
def setup(self) -> None:
@@ -208,6 +196,8 @@ class TestMemorySaver:
async def test_memory_saver() -> None:
from langgraph.checkpoint.memory import InMemorySaver
memory_saver = InMemorySaver()
assert isinstance(memory_saver, InMemorySaver)
@@ -318,363 +308,3 @@ def test_memory_saver_with_allowlist_proxy_isolated() -> None:
assert direct is not None
expected = obj.model_dump() if hasattr(obj, "model_dump") else obj.dict()
assert direct.checkpoint["channel_values"]["foo"] == expected
class TestInMemorySaverDeltaChannel:
def test_load_blobs_omits_delta_channel(self) -> None:
"""_load_blobs omits delta channels (stored as 'empty'); reconstruction deferred."""
saver = InMemorySaver()
thread_id, ns, channel = "t1", "", "messages"
v1 = "00000000000000000000000000000001.0000000000000000"
saver.blobs[(thread_id, ns, channel, v1)] = ("empty", b"")
result = saver._load_blobs(thread_id, ns, {channel: v1})
assert channel not in result
def test_get_channel_writes_collects_ancestor_writes_only(self) -> None:
"""`get_delta_channel_history` collects ancestor writes oldest→newest, and
excludes writes stored at the target checkpoint itself (those are
pending writes for the next step, applied separately by pregel).
When the walk reaches the root without finding any stored value for
the channel, the per-channel entry has no `seed` key (TypedDict
absence indicates "start empty").
"""
saver = InMemorySaver()
serde = JsonPlusSerializer()
thread_id, ns, channel = "t1", "", "messages"
cp1 = empty_checkpoint()
cp1["id"] = "cp1"
cp2 = empty_checkpoint()
cp2["id"] = "cp2"
saver.storage[thread_id][ns] = {
"cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), None),
"cp2": (serde.dumps_typed(cp2), serde.dumps_typed({}), "cp1"),
}
# Writes stored at cp1 produced the cp1 snapshot; part of history.
saver.writes[(thread_id, ns, "cp1")][("task1", 0)] = (
"task1",
channel,
serde.dumps_typed({"content": "hi"}),
"",
)
# Writes stored at cp2 are pending — they will produce cp3 when the
# step that loaded cp2 completes. They MUST NOT appear in the
# reconstructed snapshot value at cp2.
saver.writes[(thread_id, ns, "cp2")][("task2", 0)] = (
"task2",
channel,
serde.dumps_typed({"content": "pending"}),
"",
)
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": ns,
"checkpoint_id": "cp2",
}
}
result = saver.get_delta_channel_history(config=config, channels=[channel])[
channel
]
# Walk reached the root without finding a stored value → no `seed` key.
assert "seed" not in result
values = [v for _, _, v in result["writes"]]
assert values == [{"content": "hi"}]
def test_get_channel_writes_at_root_returns_empty(self) -> None:
"""Reconstructing the root checkpoint's state: no ancestors → []."""
saver = InMemorySaver()
serde = JsonPlusSerializer()
thread_id, ns, channel = "t1", "", "messages"
cp1 = empty_checkpoint()
cp1["id"] = "cp1"
saver.storage[thread_id][ns] = {
"cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), None),
}
saver.writes[(thread_id, ns, "cp1")][("task1", 0)] = (
"task1",
channel,
serde.dumps_typed({"content": "pending"}),
"",
)
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": ns,
"checkpoint_id": "cp1",
}
}
result = saver.get_delta_channel_history(config=config, channels=[channel])[
channel
]
# No ancestors → no seed found, no writes accumulated.
assert "seed" not in result
assert result["writes"] == []
class TestBaseFallbackGetChannelWrites:
"""Exercises the `BaseCheckpointSaver.get_delta_channel_history` default
implementation the path third-party savers inherit when they don't
override `get_delta_channel_history` themselves.
Regression guard for a bug where the fallback passed the caller's config
(with `checkpoint_id`) straight to `self.list()`, which most savers
collapse to a single row causing the fallback to return `[]`.
"""
def _build_saver_with_chain(self) -> tuple[InMemorySaver, str, str]:
"""Build an InMemorySaver with a 3-checkpoint chain and per-step writes
for a `messages` channel.
Returns `(saver, thread_id, namespace)`. The saver subclass deletes the
InMemorySaver override so the base class fallback is exercised.
"""
class _ThirdPartyStyleSaver(InMemorySaver):
get_delta_channel_history = (
InMemorySaver.__mro__[1].get_delta_channel_history # type: ignore[attr-defined]
)
aget_delta_channel_history = (
InMemorySaver.__mro__[1].aget_delta_channel_history # type: ignore[attr-defined]
)
saver = _ThirdPartyStyleSaver()
serde = JsonPlusSerializer()
thread_id, ns, channel = "t1", "", "messages"
cp0 = empty_checkpoint()
cp0["id"] = "00000000000000000000000000000001.0000000000000000"
cp1 = empty_checkpoint()
cp1["id"] = "00000000000000000000000000000002.0000000000000000"
cp2 = empty_checkpoint()
cp2["id"] = "00000000000000000000000000000003.0000000000000000"
saver.storage[thread_id][ns] = {
cp0["id"]: (serde.dumps_typed(cp0), serde.dumps_typed({}), None),
cp1["id"]: (serde.dumps_typed(cp1), serde.dumps_typed({}), cp0["id"]),
cp2["id"]: (serde.dumps_typed(cp2), serde.dumps_typed({}), cp1["id"]),
}
# Writes under cp0 produced cp1's state; writes under cp1 produced cp2's.
saver.writes[(thread_id, ns, cp0["id"])][("task1", 0)] = (
"task1",
channel,
serde.dumps_typed({"content": "first"}),
"",
)
saver.writes[(thread_id, ns, cp1["id"])][("task2", 0)] = (
"task2",
channel,
serde.dumps_typed({"content": "second"}),
"",
)
return saver, thread_id, ns
def test_fallback_returns_ancestor_writes_oldest_first(self) -> None:
saver, thread_id, ns = self._build_saver_with_chain()
target_id = "00000000000000000000000000000003.0000000000000000"
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": ns,
"checkpoint_id": target_id,
}
}
result = saver.get_delta_channel_history(config=config, channels=["messages"])[
"messages"
]
# Walk reached root without a stored value → `seed` key absent.
assert "seed" not in result
values = [v for _, _, v in result["writes"]]
assert values == [{"content": "first"}, {"content": "second"}]
async def test_async_fallback_returns_ancestor_writes_oldest_first(self) -> None:
saver, thread_id, ns = self._build_saver_with_chain()
target_id = "00000000000000000000000000000003.0000000000000000"
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": ns,
"checkpoint_id": target_id,
}
}
result = (
await saver.aget_delta_channel_history(config=config, channels=["messages"])
)["messages"]
assert "seed" not in result
values = [v for _, _, v in result["writes"]]
assert values == [{"content": "first"}, {"content": "second"}]
async def test_async_fallback_concurrent_tasks_do_not_interfere(self) -> None:
"""Regression: the re-entrancy guard must be task-local, not thread-local.
Two concurrent `aget_delta_channel_history` calls on the same event-loop
thread must each see their full reconstructed writes. A
`threading.local()` guard would let whichever task set it first
short-circuit the other to `writes=[]`.
"""
import asyncio
saver, thread_id, ns = self._build_saver_with_chain()
# Force the two tasks to interleave across the `set(True)` boundary:
# each `aget_tuple` yields control, so if the guard were thread-local
# the second task would observe `active=True` set by the first.
orig_aget_tuple = saver.aget_tuple
async def slow_aget_tuple(config: RunnableConfig) -> Any:
await asyncio.sleep(0)
return await orig_aget_tuple(config)
saver.aget_tuple = slow_aget_tuple # type: ignore[method-assign]
target_id = "00000000000000000000000000000003.0000000000000000"
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": ns,
"checkpoint_id": target_id,
}
}
results = await asyncio.gather(
saver.aget_delta_channel_history(config=config, channels=["messages"]),
saver.aget_delta_channel_history(config=config, channels=["messages"]),
)
expected_values = [{"content": "first"}, {"content": "second"}]
for result_map in results:
result = result_map["messages"]
assert "seed" not in result
values = [v for _, _, v in result["writes"]]
assert values == expected_values
class TestPreDeltaBlobTerminator:
"""Verify the pre-delta blob terminator: when the ancestor walk hits a
checkpoint whose blob for the channel is a real value, reconstruction
seeds from it and stops. This guards
* back-compat: a thread written by pre-delta code, then extended under
delta reconstruction must return the correct value without walking
past the last pre-delta ancestor;
* perf: without the terminator, every reconstruct-after-migration would
walk all the way to the thread root.
Under the new public API a found seed populates `seed` in the
`DeltaChannelHistory` TypedDict; absence of the `seed` key means the walk
reached root without finding a stored value.
"""
def _build_mixed_thread(self) -> tuple[InMemorySaver, str, str, str, str]:
"""Three-checkpoint chain: cp1 (pre-delta, blob=[A]), cp2 (delta,
write=B), cp3 (delta, write=C). Reconstructing at cp3 must yield
seed=[A] + writes=[B, C].
Returns `(saver, thread_id, ns, channel, cp3_id)`.
"""
saver = InMemorySaver()
serde = JsonPlusSerializer()
thread_id, ns, channel = "t1", "", "messages"
v1 = "00000000000000000000000000000001.0"
v2 = "00000000000000000000000000000002.0"
v3 = "00000000000000000000000000000003.0"
# Pre-delta: cp1 stored a real blob for the channel.
saver.blobs[(thread_id, ns, channel, v1)] = serde.dumps_typed(["A"])
# Delta-era: cp2 and cp3 store "empty"; real writes in checkpoint_writes.
saver.blobs[(thread_id, ns, channel, v2)] = ("empty", b"")
saver.blobs[(thread_id, ns, channel, v3)] = ("empty", b"")
cp1 = empty_checkpoint()
cp1["id"] = "cp1"
cp1["channel_versions"][channel] = v1
cp2 = empty_checkpoint()
cp2["id"] = "cp2"
cp2["channel_versions"][channel] = v2
cp3 = empty_checkpoint()
cp3["id"] = "cp3"
cp3["channel_versions"][channel] = v3
saver.storage[thread_id][ns] = {
"cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), None),
"cp2": (serde.dumps_typed(cp2), serde.dumps_typed({}), "cp1"),
"cp3": (serde.dumps_typed(cp3), serde.dumps_typed({}), "cp2"),
}
# Write under cp1 would be from the pre-delta era and MUST be ignored
# (the blob already captures it). We add one and assert it is not
# folded into the reconstructed result.
saver.writes[(thread_id, ns, "cp1")][("task0", 0)] = (
"task0",
channel,
serde.dumps_typed("PRE-DELTA-WRITE"),
"",
)
saver.writes[(thread_id, ns, "cp2")][("task2", 0)] = (
"task2",
channel,
serde.dumps_typed("B"),
"",
)
saver.writes[(thread_id, ns, "cp3")][("task3", 0)] = (
"task3",
channel,
serde.dumps_typed("PENDING-AT-TARGET"),
"",
)
return saver, thread_id, ns, channel, "cp3"
def test_seed_from_pre_delta_ancestor_blob(self) -> None:
saver, thread_id, ns, channel, target = self._build_mixed_thread()
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": ns,
"checkpoint_id": target,
}
}
result = saver.get_delta_channel_history(config=config, channels=[channel])[
channel
]
# Seed came from the pre-delta blob at cp1.
assert result["seed"] == ["A"]
# Delta-era writes from cp2 replay through the reducer on top of seed.
# cp3 is the target — its own write is pending for the NEXT step and
# must be excluded.
values = [v for _, _, v in result["writes"]]
assert values == ["B"]
def test_pre_delta_blob_terminates_walk_before_older_writes(self) -> None:
"""Writes stored at the pre-delta ancestor itself must not be replayed
(the blob subsumes them)."""
saver, thread_id, ns, channel, target = self._build_mixed_thread()
config: RunnableConfig = {
"configurable": {
"thread_id": thread_id,
"checkpoint_ns": ns,
"checkpoint_id": target,
}
}
result = saver.get_delta_channel_history(config=config, channels=[channel])[
channel
]
values = [v for _, _, v in result["writes"]]
# The pre-delta write under cp1 must not appear (the blob subsumes it).
assert "PRE-DELTA-WRITE" not in values
# And the pending write at the target is never folded in.
assert "PENDING-AT-TARGET" not in values
+76 -210
View File
@@ -2,8 +2,7 @@ version = 1
revision = 3
requires-python = ">=3.10"
resolution-markers = [
"python_full_version >= '3.15'",
"python_full_version >= '3.12' and python_full_version < '3.15'",
"python_full_version >= '3.12'",
"python_full_version == '3.11.*'",
"python_full_version < '3.11'",
]
@@ -268,11 +267,10 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.3.2"
version = "1.2.23"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "jsonpatch" },
{ name = "langchain-protocol" },
{ name = "langsmith" },
{ name = "packaging" },
{ name = "pydantic" },
@@ -281,26 +279,14 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
sdist = { url = "https://files.pythonhosted.org/packages/a8/03/7219502e8ca728d65eb44d7a3eb60239230742a70dbfc9241b9bfd61c4ab/langchain_core-1.3.2.tar.gz", hash = "sha256:fd7a50b2f28ba561fd9d7f5d2760bc9e06cf00cdf820a3ccafe88a94ffa8d5b7", size = 911813, upload-time = "2026-04-24T15:49:23.699Z" }
sdist = { url = "https://files.pythonhosted.org/packages/1d/47/a5f21b651e9cbd7a26c3e5809336d10a0be94ef7bdf6bea47f2ad9fff1a8/langchain_core-1.2.23.tar.gz", hash = "sha256:fdec64f90cfea25317e88d9803c44684af1f4e30dec4e58320dd7393bb0f0785", size = 841684, upload-time = "2026-03-27T23:28:14.6Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/7d/d5/8fa4431007cbb7cfed7590f4d6a5dea3ad724f4174d248f6642ef5ce7d05/langchain_core-1.3.2-py3-none-any.whl", hash = "sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274", size = 542390, upload-time = "2026-04-24T15:49:21.991Z" },
]
[[package]]
name = "langchain-protocol"
version = "0.0.15"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
{ url = "https://files.pythonhosted.org/packages/9b/5a/6ff2d76618e4cac531ea51d4ef44c6add36575a84c3f0f8877aee68c951a/langchain_core-1.2.23-py3-none-any.whl", hash = "sha256:70866dfc5275b7840ce272ff70f0ff216c8666ab25dc1b41964a4ef58c02a3ff", size = 506709, upload-time = "2026-03-27T23:28:13.372Z" },
]
[[package]]
name = "langgraph-checkpoint"
version = "4.1.0a4"
version = "4.0.1"
source = { editable = "." }
dependencies = [
{ name = "langchain-core" },
@@ -383,7 +369,7 @@ test = [
[[package]]
name = "langsmith"
version = "0.7.31"
version = "0.6.4"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
@@ -393,12 +379,11 @@ dependencies = [
{ name = "requests" },
{ name = "requests-toolbelt" },
{ name = "uuid-utils" },
{ name = "xxhash" },
{ name = "zstandard" },
]
sdist = { url = "https://files.pythonhosted.org/packages/e6/11/696019490992db5c87774dc20515529ef42a01e1d770fb754ed6d9b12fb0/langsmith-0.7.31.tar.gz", hash = "sha256:331ee4f7c26bb5be4022b9859b7d7b122cbf8c9d01d9f530114c1914b0349ffb", size = 1178480, upload-time = "2026-04-14T17:55:41.242Z" }
sdist = { url = "https://files.pythonhosted.org/packages/e7/85/9c7933052a997da1b85bc5c774f3865e9b1da1c8d71541ea133178b13229/langsmith-0.6.4.tar.gz", hash = "sha256:36f7223a01c218079fbb17da5e536ebbaf5c1468c028abe070aa3ae59bc99ec8", size = 919964, upload-time = "2026-01-15T20:02:28.873Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/a1/a013cf458c301cda86a213dd153ce0a01c93f1ab5833f951e6a44c9763ce/langsmith-0.7.31-py3-none-any.whl", hash = "sha256:0291d49203f6e80dda011af1afda61eb0595a4d697adb684590a8805e1d61fb6", size = 373276, upload-time = "2026-04-14T17:55:39.677Z" },
{ url = "https://files.pythonhosted.org/packages/66/0f/09a6637a7ba777eb307b7c80852d9ee26438e2bdafbad6fcc849ff9d9192/langsmith-0.6.4-py3-none-any.whl", hash = "sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486", size = 283503, upload-time = "2026-01-15T20:02:26.662Z" },
]
[[package]]
@@ -500,7 +485,7 @@ wheels = [
[[package]]
name = "mypy"
version = "1.20.2"
version = "1.20.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "librt", marker = "platform_python_implementation != 'PyPy'" },
@@ -509,51 +494,51 @@ dependencies = [
{ name = "tomli", marker = "python_full_version < '3.11'" },
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/04/af/e3d4b3e9ec91a0ff9aabfdb38692952acf49bbb899c2e4c29acb3a6da3ae/mypy-1.20.2.tar.gz", hash = "sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665", size = 3817349, upload-time = "2026-04-21T17:12:28.473Z" }
sdist = { url = "https://files.pythonhosted.org/packages/f8/5c/b0089fe7fef0a994ae5ee07029ced0526082c6cfaaa4c10d40a10e33b097/mypy-1.20.0.tar.gz", hash = "sha256:eb96c84efcc33f0b5e0e04beacf00129dd963b67226b01c00b9dfc8affb464c3", size = 3815028, upload-time = "2026-03-31T16:55:14.959Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/76/97/ce2502df2cecf2ef997b6c6527c4a223b92feb9e7b790cdc8dcd683f3a8a/mypy-1.20.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4", size = 14457059, upload-time = "2026-04-21T17:06:14.935Z" },
{ url = "https://files.pythonhosted.org/packages/c9/34/417ee60b822cc80c0f3dc9f495ad7fd8dbb8d8b2cf4baf22d4046d25d01d/mypy-1.20.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997", size = 13346816, upload-time = "2026-04-21T17:10:41.433Z" },
{ url = "https://files.pythonhosted.org/packages/4a/85/e20951978702df58379d0bcc2e8f7ccdca4e78cd7dc66dd3ddbf9b29d517/mypy-1.20.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14", size = 13772593, upload-time = "2026-04-21T17:08:11.24Z" },
{ url = "https://files.pythonhosted.org/packages/63/a5/5441a13259ec516c56fd5de0fd96a69a9590ae6c5e5d3e5174aa84b97973/mypy-1.20.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99", size = 14656635, upload-time = "2026-04-21T17:09:54.042Z" },
{ url = "https://files.pythonhosted.org/packages/3b/51/b89c69157c5e1f19fd125a65d991166a26906e7902f026f00feebbcfa2b9/mypy-1.20.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c", size = 14943278, upload-time = "2026-04-21T17:09:15.599Z" },
{ url = "https://files.pythonhosted.org/packages/e9/44/6b0eeecfe96d7cce1d71c66b8e03cb304aa70ec11f1955dc1d6b46aca3c3/mypy-1.20.2-cp310-cp310-win_amd64.whl", hash = "sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd", size = 10851915, upload-time = "2026-04-21T17:06:03.5Z" },
{ url = "https://files.pythonhosted.org/packages/3c/36/6593dc88545d75fb96416184be5392da5e2a8e8c2802a8597913e16ae25c/mypy-1.20.2-cp310-cp310-win_arm64.whl", hash = "sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2", size = 9786676, upload-time = "2026-04-21T17:07:02.035Z" },
{ url = "https://files.pythonhosted.org/packages/1f/4d/9ebeae211caccbdaddde7ed5e31dfcf57faac66be9b11deb1dc6526c8078/mypy-1.20.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c", size = 14371307, upload-time = "2026-04-21T17:08:56.442Z" },
{ url = "https://files.pythonhosted.org/packages/95/d7/93473d34b61f04fac1aecc01368485c89c5c4af7a4b9a0cab5d77d04b63f/mypy-1.20.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3", size = 13258917, upload-time = "2026-04-21T17:05:50.978Z" },
{ url = "https://files.pythonhosted.org/packages/e2/30/3dd903e8bafb7b5f7bf87fcd58f8382086dea2aa19f0a7b357f21f63071b/mypy-1.20.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254", size = 13700516, upload-time = "2026-04-21T17:11:33.161Z" },
{ url = "https://files.pythonhosted.org/packages/07/05/c61a140aba4c729ac7bc99ae26fc627c78a6e08f5b9dd319244ea71a3d7e/mypy-1.20.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98", size = 14562889, upload-time = "2026-04-21T17:05:27.674Z" },
{ url = "https://files.pythonhosted.org/packages/fd/87/da78243742ffa8a36d98c3010f0d829f93d5da4e6786f1a1a6f2ad616502/mypy-1.20.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac", size = 14803844, upload-time = "2026-04-21T17:10:06.2Z" },
{ url = "https://files.pythonhosted.org/packages/37/52/10a1ddf91b40f843943a3c6db51e2df59c9e237f29d355e95eaab427461f/mypy-1.20.2-cp311-cp311-win_amd64.whl", hash = "sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67", size = 10846300, upload-time = "2026-04-21T17:12:23.886Z" },
{ url = "https://files.pythonhosted.org/packages/20/02/f9a4415b664c53bd34d6709be59da303abcae986dc4ac847b402edb6fa1e/mypy-1.20.2-cp311-cp311-win_arm64.whl", hash = "sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100", size = 9779498, upload-time = "2026-04-21T17:09:23.695Z" },
{ url = "https://files.pythonhosted.org/packages/71/4e/7560e4528db9e9b147e4c0f22660466bf30a0a1fe3d63d1b9d3b0fd354ee/mypy-1.20.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b", size = 14539393, upload-time = "2026-04-21T17:07:12.52Z" },
{ url = "https://files.pythonhosted.org/packages/32/d9/34a5efed8124f5a9234f55ac6a4ced4201e2c5b81e1109c49ad23190ec8c/mypy-1.20.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4", size = 13361642, upload-time = "2026-04-21T17:06:53.742Z" },
{ url = "https://files.pythonhosted.org/packages/d1/14/eb377acf78c03c92d566a1510cda8137348215b5335085ef662ab82ecd3a/mypy-1.20.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6", size = 13740347, upload-time = "2026-04-21T17:12:04.73Z" },
{ url = "https://files.pythonhosted.org/packages/b9/94/7e4634a32b641aa1c112422eed1bbece61ee16205f674190e8b536f884de/mypy-1.20.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066", size = 14734042, upload-time = "2026-04-21T17:07:43.16Z" },
{ url = "https://files.pythonhosted.org/packages/7a/f3/f7e62395cb7f434541b4491a01149a4439e28ace4c0c632bbf5431e92d1f/mypy-1.20.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102", size = 14964958, upload-time = "2026-04-21T17:11:00.665Z" },
{ url = "https://files.pythonhosted.org/packages/3e/0d/47e3c3a0ec2a876e35aeac365df3cac7776c36bbd4ed18cc521e1b9d255b/mypy-1.20.2-cp312-cp312-win_amd64.whl", hash = "sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9", size = 10911340, upload-time = "2026-04-21T17:10:49.179Z" },
{ url = "https://files.pythonhosted.org/packages/d6/b2/6c852d72e0ea8b01f49da817fb52539993cde327e7d010e0103dc12d0dac/mypy-1.20.2-cp312-cp312-win_arm64.whl", hash = "sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58", size = 9833947, upload-time = "2026-04-21T17:09:05.267Z" },
{ url = "https://files.pythonhosted.org/packages/5b/c4/b93812d3a192c9bcf5df405bd2f30277cd0e48106a14d1023c7f6ed6e39b/mypy-1.20.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026", size = 14524670, upload-time = "2026-04-21T17:10:30.737Z" },
{ url = "https://files.pythonhosted.org/packages/f3/47/42c122501bff18eaf1e8f457f5c017933452d8acdc52918a9f59f6812955/mypy-1.20.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943", size = 13336218, upload-time = "2026-04-21T17:08:44.069Z" },
{ url = "https://files.pythonhosted.org/packages/92/8f/75bbc92f41725fbd585fb17b440b1119b576105df1013622983e18640a93/mypy-1.20.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517", size = 13724906, upload-time = "2026-04-21T17:08:01.02Z" },
{ url = "https://files.pythonhosted.org/packages/a1/32/4c49da27a606167391ff0c39aa955707a00edc500572e562f7c36c08a71f/mypy-1.20.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15", size = 14726046, upload-time = "2026-04-21T17:11:22.354Z" },
{ url = "https://files.pythonhosted.org/packages/7f/fc/4e354a1bd70216359deb0c9c54847ee6b32ef78dfb09f5131ff99b494078/mypy-1.20.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee", size = 14955587, upload-time = "2026-04-21T17:12:16.033Z" },
{ url = "https://files.pythonhosted.org/packages/62/b2/c0f2056e9eb8f08c62cafd9715e4584b89132bdc832fcf85d27d07b5f3e5/mypy-1.20.2-cp313-cp313-win_amd64.whl", hash = "sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f", size = 10922681, upload-time = "2026-04-21T17:06:35.842Z" },
{ url = "https://files.pythonhosted.org/packages/e5/14/065e333721f05de8ef683d0aa804c23026bcc287446b61cac657b902ccac/mypy-1.20.2-cp313-cp313-win_arm64.whl", hash = "sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330", size = 9830560, upload-time = "2026-04-21T17:07:51.023Z" },
{ url = "https://files.pythonhosted.org/packages/ae/d1/b4ec96b0ecc620a4443570c6e95c867903428cfcde4206518eafdd5880c3/mypy-1.20.2-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30", size = 14524561, upload-time = "2026-04-21T17:06:27.325Z" },
{ url = "https://files.pythonhosted.org/packages/3a/63/d2c2ff4fa66bc49477d32dfa26e8a167ba803ea6a69c5efb416036909d30/mypy-1.20.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924", size = 13363883, upload-time = "2026-04-21T17:11:11.239Z" },
{ url = "https://files.pythonhosted.org/packages/2a/56/983916806bf4eddeaaa2c9230903c3669c6718552a921154e1c5182c701f/mypy-1.20.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb", size = 13742945, upload-time = "2026-04-21T17:08:34.181Z" },
{ url = "https://files.pythonhosted.org/packages/19/65/0cd9285ab010ee8214c83d67c6b49417c40d86ce46f1aa109457b5a9b8d7/mypy-1.20.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc", size = 14706163, upload-time = "2026-04-21T17:05:15.51Z" },
{ url = "https://files.pythonhosted.org/packages/94/97/48ff3b297cafcc94d185243a9190836fb1b01c1b0918fff64e941e973cc9/mypy-1.20.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558", size = 14938677, upload-time = "2026-04-21T17:05:39.562Z" },
{ url = "https://files.pythonhosted.org/packages/fd/a1/1b4233d255bdd0b38a1f284feeb1c143ca508c19184964e22f8d837ec851/mypy-1.20.2-cp314-cp314-win_amd64.whl", hash = "sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8", size = 11089322, upload-time = "2026-04-21T17:06:44.29Z" },
{ url = "https://files.pythonhosted.org/packages/78/c2/ce7ee2ba36aeb954ba50f18fa25d9c1188578654b97d02a66a15b6f09531/mypy-1.20.2-cp314-cp314-win_arm64.whl", hash = "sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3", size = 10017775, upload-time = "2026-04-21T17:07:20.732Z" },
{ url = "https://files.pythonhosted.org/packages/4e/a1/9d93a7d0b5859af0ead82b4888b46df6c8797e1bc5e1e262a08518c6d48e/mypy-1.20.2-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609", size = 15549002, upload-time = "2026-04-21T17:08:23.107Z" },
{ url = "https://files.pythonhosted.org/packages/00/d2/09a6a10ee1bf0008f6c144d9676f2ca6a12512151b4e0ad0ff6c4fac5337/mypy-1.20.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2", size = 14401942, upload-time = "2026-04-21T17:07:31.837Z" },
{ url = "https://files.pythonhosted.org/packages/57/da/9594b75c3c019e805250bed3583bdf4443ff9e6ef08f97e39ae308cb06f2/mypy-1.20.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c", size = 15041649, upload-time = "2026-04-21T17:09:34.653Z" },
{ url = "https://files.pythonhosted.org/packages/97/77/f75a65c278e6e8eba2071f7f5a90481891053ecc39878cc444634d892abe/mypy-1.20.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744", size = 15864588, upload-time = "2026-04-21T17:11:44.936Z" },
{ url = "https://files.pythonhosted.org/packages/d7/46/1a4e1c66e96c1a3246ddf5403d122ac9b0a8d2b7e65730b9d6533ba7a6d3/mypy-1.20.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6", size = 16093956, upload-time = "2026-04-21T17:10:17.683Z" },
{ url = "https://files.pythonhosted.org/packages/5a/2c/78a8851264dec38cd736ca5b8bc9380674df0dd0be7792f538916157716c/mypy-1.20.2-cp314-cp314t-win_amd64.whl", hash = "sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec", size = 12568661, upload-time = "2026-04-21T17:11:54.473Z" },
{ url = "https://files.pythonhosted.org/packages/83/01/cd7318aa03493322ce275a0e14f4f52b8896335e4e79d4fb8153a7ad2b77/mypy-1.20.2-cp314-cp314t-win_arm64.whl", hash = "sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382", size = 10389240, upload-time = "2026-04-21T17:09:42.719Z" },
{ url = "https://files.pythonhosted.org/packages/28/9a/f23c163e25b11074188251b0b5a0342625fc1cdb6af604757174fa9acc9b/mypy-1.20.2-py3-none-any.whl", hash = "sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563", size = 2637314, upload-time = "2026-04-21T17:05:54.5Z" },
{ url = "https://files.pythonhosted.org/packages/4d/a2/a965c8c3fcd4fa8b84ba0d46606181b0d0a1d50f274c67877f3e9ed4882c/mypy-1.20.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d99f515f95fd03a90875fdb2cca12ff074aa04490db4d190905851bdf8a549a8", size = 14430138, upload-time = "2026-03-31T16:52:37.843Z" },
{ url = "https://files.pythonhosted.org/packages/53/6e/043477501deeb8eabbab7f1a2f6cac62cfb631806dc1d6862a04a7f5011b/mypy-1.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bd0212976dc57a5bfeede7c219e7cd66568a32c05c9129686dd487c059c1b88a", size = 13311282, upload-time = "2026-03-31T16:55:11.021Z" },
{ url = "https://files.pythonhosted.org/packages/65/aa/bd89b247b83128197a214f29f0632ff3c14f54d4cd70d144d157bd7d7d6e/mypy-1.20.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f8426d4d75d68714abc17a4292d922f6ba2cfb984b72c2278c437f6dae797865", size = 13750889, upload-time = "2026-03-31T16:52:02.909Z" },
{ url = "https://files.pythonhosted.org/packages/fa/9d/2860be7355c45247ccc0be1501c91176318964c2a137bd4743f58ce6200e/mypy-1.20.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:02cca0761c75b42a20a2757ae58713276605eb29a08dd8a6e092aa347c4115ca", size = 14619788, upload-time = "2026-03-31T16:50:48.928Z" },
{ url = "https://files.pythonhosted.org/packages/75/7f/3ef3e360c91f3de120f205c8ce405e9caf9fc52ef14b65d37073e322c114/mypy-1.20.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b3a49064504be59e59da664c5e149edc1f26c67c4f8e8456f6ba6aba55033018", size = 14918849, upload-time = "2026-03-31T16:51:10.478Z" },
{ url = "https://files.pythonhosted.org/packages/ae/72/af970dfe167ef788df7c5e6109d2ed0229f164432ce828bc9741a4250e64/mypy-1.20.0-cp310-cp310-win_amd64.whl", hash = "sha256:ebea00201737ad4391142808ed16e875add5c17f676e0912b387739f84991e13", size = 10822007, upload-time = "2026-03-31T16:50:25.268Z" },
{ url = "https://files.pythonhosted.org/packages/93/94/ba9065c2ebe5421619aff684b793d953e438a8bfe31a320dd6d1e0706e81/mypy-1.20.0-cp310-cp310-win_arm64.whl", hash = "sha256:e80cf77847d0d3e6e3111b7b25db32a7f8762fd4b9a3a72ce53fe16a2863b281", size = 9756158, upload-time = "2026-03-31T16:48:36.213Z" },
{ url = "https://files.pythonhosted.org/packages/6e/1c/74cb1d9993236910286865679d1c616b136b2eae468493aa939431eda410/mypy-1.20.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4525e7010b1b38334516181c5b81e16180b8e149e6684cee5a727c78186b4e3b", size = 14343972, upload-time = "2026-03-31T16:49:04.887Z" },
{ url = "https://files.pythonhosted.org/packages/d5/0d/01399515eca280386e308cf57901e68d3a52af18691941b773b3380c1df8/mypy-1.20.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a17c5d0bdcca61ce24a35beb828a2d0d323d3fcf387d7512206888c900193367", size = 13225007, upload-time = "2026-03-31T16:50:08.151Z" },
{ url = "https://files.pythonhosted.org/packages/56/ac/b4ba5094fb2d7fe9d2037cd8d18bbe02bcf68fd22ab9ff013f55e57ba095/mypy-1.20.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f75ff57defcd0f1d6e006d721ccdec6c88d4f6a7816eb92f1c4890d979d9ee62", size = 13663752, upload-time = "2026-03-31T16:49:26.064Z" },
{ url = "https://files.pythonhosted.org/packages/db/a7/460678d3cf7da252d2288dad0c602294b6ec22a91932ec368cc11e44bb6e/mypy-1.20.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b503ab55a836136b619b5fc21c8803d810c5b87551af8600b72eecafb0059cb0", size = 14532265, upload-time = "2026-03-31T16:53:55.077Z" },
{ url = "https://files.pythonhosted.org/packages/a3/3e/051cca8166cf0438ae3ea80e0e7c030d7a8ab98dffc93f80a1aa3f23c1a2/mypy-1.20.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1973868d2adbb4584a3835780b27436f06d1dc606af5be09f187aaa25be1070f", size = 14768476, upload-time = "2026-03-31T16:50:34.587Z" },
{ url = "https://files.pythonhosted.org/packages/be/66/8e02ec184f852ed5c4abb805583305db475930854e09964b55e107cdcbc4/mypy-1.20.0-cp311-cp311-win_amd64.whl", hash = "sha256:2fcedb16d456106e545b2bfd7ef9d24e70b38ec252d2a629823a4d07ebcdb69e", size = 10818226, upload-time = "2026-03-31T16:53:15.624Z" },
{ url = "https://files.pythonhosted.org/packages/13/4b/383ad1924b28f41e4879a74151e7a5451123330d45652da359f9183bcd45/mypy-1.20.0-cp311-cp311-win_arm64.whl", hash = "sha256:379edf079ce44ac8d2805bcf9b3dd7340d4f97aad3a5e0ebabbf9d125b84b442", size = 9750091, upload-time = "2026-03-31T16:54:12.162Z" },
{ url = "https://files.pythonhosted.org/packages/be/dd/3afa29b58c2e57c79116ed55d700721c3c3b15955e2b6251dd165d377c0e/mypy-1.20.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:002b613ae19f4ac7d18b7e168ffe1cb9013b37c57f7411984abbd3b817b0a214", size = 14509525, upload-time = "2026-03-31T16:55:01.824Z" },
{ url = "https://files.pythonhosted.org/packages/54/eb/227b516ab8cad9f2a13c5e7a98d28cd6aa75e9c83e82776ae6c1c4c046c7/mypy-1.20.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a9336b5e6712f4adaf5afc3203a99a40b379049104349d747eb3e5a3aa23ac2e", size = 13326469, upload-time = "2026-03-31T16:51:41.23Z" },
{ url = "https://files.pythonhosted.org/packages/57/d4/1ddb799860c1b5ac6117ec307b965f65deeb47044395ff01ab793248a591/mypy-1.20.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f13b3e41bce9d257eded794c0f12878af3129d80aacd8a3ee0dee51f3a978651", size = 13705953, upload-time = "2026-03-31T16:48:55.69Z" },
{ url = "https://files.pythonhosted.org/packages/c5/b7/54a720f565a87b893182a2a393370289ae7149e4715859e10e1c05e49154/mypy-1.20.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9804c3ad27f78e54e58b32e7cb532d128b43dbfb9f3f9f06262b821a0f6bd3f5", size = 14710363, upload-time = "2026-03-31T16:53:26.948Z" },
{ url = "https://files.pythonhosted.org/packages/b2/2a/74810274848d061f8a8ea4ac23aaad43bd3d8c1882457999c2e568341c57/mypy-1.20.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:697f102c5c1d526bdd761a69f17c6070f9892eebcb94b1a5963d679288c09e78", size = 14947005, upload-time = "2026-03-31T16:50:17.591Z" },
{ url = "https://files.pythonhosted.org/packages/77/91/21b8ba75f958bcda75690951ce6fa6b7138b03471618959529d74b8544e2/mypy-1.20.0-cp312-cp312-win_amd64.whl", hash = "sha256:0ecd63f75fdd30327e4ad8b5704bd6d91fc6c1b2e029f8ee14705e1207212489", size = 10880616, upload-time = "2026-03-31T16:52:19.986Z" },
{ url = "https://files.pythonhosted.org/packages/8a/15/3d8198ef97c1ca03aea010cce4f1d4f3bc5d9849e8c0140111ca2ead9fdd/mypy-1.20.0-cp312-cp312-win_arm64.whl", hash = "sha256:f194db59657c58593a3c47c6dfd7bad4ef4ac12dbc94d01b3a95521f78177e33", size = 9813091, upload-time = "2026-03-31T16:53:44.385Z" },
{ url = "https://files.pythonhosted.org/packages/d6/a7/f64ea7bd592fa431cb597418b6dec4a47f7d0c36325fec7ac67bc8402b94/mypy-1.20.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:b20c8b0fd5877abdf402e79a3af987053de07e6fb208c18df6659f708b535134", size = 14485344, upload-time = "2026-03-31T16:49:16.78Z" },
{ url = "https://files.pythonhosted.org/packages/bb/72/8927d84cfc90c6abea6e96663576e2e417589347eb538749a464c4c218a0/mypy-1.20.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:367e5c993ba34d5054d11937d0485ad6dfc60ba760fa326c01090fc256adf15c", size = 13327400, upload-time = "2026-03-31T16:53:08.02Z" },
{ url = "https://files.pythonhosted.org/packages/ab/4a/11ab99f9afa41aa350178d24a7d2da17043228ea10f6456523f64b5a6cf6/mypy-1.20.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f799d9db89fc00446f03281f84a221e50018fc40113a3ba9864b132895619ebe", size = 13706384, upload-time = "2026-03-31T16:52:28.577Z" },
{ url = "https://files.pythonhosted.org/packages/42/79/694ca73979cfb3535ebfe78733844cd5aff2e63304f59bf90585110d975a/mypy-1.20.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:555658c611099455b2da507582ea20d2043dfdfe7f5ad0add472b1c6238b433f", size = 14700378, upload-time = "2026-03-31T16:48:45.527Z" },
{ url = "https://files.pythonhosted.org/packages/84/24/a022ccab3a46e3d2cdf2e0e260648633640eb396c7e75d5a42818a8d3971/mypy-1.20.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:efe8d70949c3023698c3fca1e94527e7e790a361ab8116f90d11221421cd8726", size = 14932170, upload-time = "2026-03-31T16:49:36.038Z" },
{ url = "https://files.pythonhosted.org/packages/d8/9b/549228d88f574d04117e736f55958bd4908f980f9f5700a07aeb85df005b/mypy-1.20.0-cp313-cp313-win_amd64.whl", hash = "sha256:f49590891d2c2f8a9de15614e32e459a794bcba84693c2394291a2038bbaaa69", size = 10888526, upload-time = "2026-03-31T16:50:59.827Z" },
{ url = "https://files.pythonhosted.org/packages/91/17/15095c0e54a8bc04d22d4ff06b2139d5f142c2e87520b4e39010c4862771/mypy-1.20.0-cp313-cp313-win_arm64.whl", hash = "sha256:76a70bf840495729be47510856b978f1b0ec7d08f257ca38c9d932720bf6b43e", size = 9816456, upload-time = "2026-03-31T16:49:59.537Z" },
{ url = "https://files.pythonhosted.org/packages/4e/0e/6ca4a84cbed9e62384bc0b2974c90395ece5ed672393e553996501625fc5/mypy-1.20.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:0f42dfaab7ec1baff3b383ad7af562ab0de573c5f6edb44b2dab016082b89948", size = 14483331, upload-time = "2026-03-31T16:52:57.999Z" },
{ url = "https://files.pythonhosted.org/packages/7d/c5/5fe9d8a729dd9605064691816243ae6c49fde0bd28f6e5e17f6a24203c43/mypy-1.20.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:31b5dbb55293c1bd27c0fc813a0d2bb5ceef9d65ac5afa2e58f829dab7921fd5", size = 13342047, upload-time = "2026-03-31T16:54:21.555Z" },
{ url = "https://files.pythonhosted.org/packages/4c/33/e18bcfa338ca4e6b2771c85d4c5203e627d0c69d9de5c1a2cf2ba13320ba/mypy-1.20.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:49d11c6f573a5a08f77fad13faff2139f6d0730ebed2cfa9b3d2702671dd7188", size = 13719585, upload-time = "2026-03-31T16:51:53.89Z" },
{ url = "https://files.pythonhosted.org/packages/6b/8d/93491ff7b79419edc7eabf95cb3b3f7490e2e574b2855c7c7e7394ff933f/mypy-1.20.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7d3243c406773185144527f83be0e0aefc7bf4601b0b2b956665608bf7c98a83", size = 14685075, upload-time = "2026-03-31T16:54:04.464Z" },
{ url = "https://files.pythonhosted.org/packages/b5/9d/d924b38a4923f8d164bf2b4ec98bf13beaf6e10a5348b4b137eadae40a6e/mypy-1.20.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a79c1eba7ac4209f2d850f0edd0a2f8bba88cbfdfefe6fb76a19e9d4fe5e71a2", size = 14919141, upload-time = "2026-03-31T16:54:51.785Z" },
{ url = "https://files.pythonhosted.org/packages/59/98/1da9977016678c0b99d43afe52ed00bb3c1a0c4c995d3e6acca1a6ebb9b4/mypy-1.20.0-cp314-cp314-win_amd64.whl", hash = "sha256:00e047c74d3ec6e71a2eb88e9ea551a2edb90c21f993aefa9e0d2a898e0bb732", size = 11050925, upload-time = "2026-03-31T16:51:30.758Z" },
{ url = "https://files.pythonhosted.org/packages/5e/e3/ba0b7a3143e49a9c4f5967dde6ea4bf8e0b10ecbbcca69af84027160ee89/mypy-1.20.0-cp314-cp314-win_arm64.whl", hash = "sha256:931a7630bba591593dcf6e97224a21ff80fb357e7982628d25e3c618e7f598ef", size = 10001089, upload-time = "2026-03-31T16:49:43.632Z" },
{ url = "https://files.pythonhosted.org/packages/12/28/e617e67b3be9d213cda7277913269c874eb26472489f95d09d89765ce2d8/mypy-1.20.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:26c8b52627b6552f47ff11adb4e1509605f094e29815323e487fc0053ebe93d1", size = 15534710, upload-time = "2026-03-31T16:52:12.506Z" },
{ url = "https://files.pythonhosted.org/packages/6e/0c/3b5f2d3e45dc7169b811adce8451679d9430399d03b168f9b0489f43adaa/mypy-1.20.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:39362cdb4ba5f916e7976fccecaab1ba3a83e35f60fa68b64e9a70e221bb2436", size = 14393013, upload-time = "2026-03-31T16:54:41.186Z" },
{ url = "https://files.pythonhosted.org/packages/a3/49/edc8b0aa145cc09c1c74f7ce2858eead9329931dcbbb26e2ad40906daa4e/mypy-1.20.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34506397dbf40c15dc567635d18a21d33827e9ab29014fb83d292a8f4f8953b6", size = 15047240, upload-time = "2026-03-31T16:54:31.955Z" },
{ url = "https://files.pythonhosted.org/packages/42/37/a946bb416e37a57fa752b3100fd5ede0e28df94f92366d1716555d47c454/mypy-1.20.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:555493c44a4f5a1b58d611a43333e71a9981c6dbe26270377b6f8174126a0526", size = 15858565, upload-time = "2026-03-31T16:53:36.997Z" },
{ url = "https://files.pythonhosted.org/packages/2f/99/7690b5b5b552db1bd4ff362e4c0eb3107b98d680835e65823fbe888c8b78/mypy-1.20.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2721f0ce49cb74a38f00c50da67cb7d36317b5eda38877a49614dc018e91c787", size = 16087874, upload-time = "2026-03-31T16:52:48.313Z" },
{ url = "https://files.pythonhosted.org/packages/aa/76/53e893a498138066acd28192b77495c9357e5a58cc4be753182846b43315/mypy-1.20.0-cp314-cp314t-win_amd64.whl", hash = "sha256:47781555a7aa5fedcc2d16bcd72e0dc83eb272c10dd657f9fb3f9cc08e2e6abb", size = 12572380, upload-time = "2026-03-31T16:49:52.454Z" },
{ url = "https://files.pythonhosted.org/packages/76/9c/6dbdae21f01b7aacddc2c0bbf3c5557aa547827fdf271770fe1e521e7093/mypy-1.20.0-cp314-cp314t-win_arm64.whl", hash = "sha256:c70380fe5d64010f79fb863b9081c7004dd65225d2277333c219d93a10dad4dd", size = 10381174, upload-time = "2026-03-31T16:51:20.179Z" },
{ url = "https://files.pythonhosted.org/packages/21/66/4d734961ce167f0fd8380769b3b7c06dbdd6ff54c2190f3f2ecd22528158/mypy-1.20.0-py3-none-any.whl", hash = "sha256:a6e0641147cbfa7e4e94efdb95c2dab1aff8cfc159ded13e07f308ddccc8c48e", size = 2636365, upload-time = "2026-03-31T16:51:44.911Z" },
]
[[package]]
@@ -635,8 +620,7 @@ name = "numpy"
version = "2.4.1"
source = { registry = "https://pypi.org/simple" }
resolution-markers = [
"python_full_version >= '3.15'",
"python_full_version >= '3.12' and python_full_version < '3.15'",
"python_full_version >= '3.12'",
"python_full_version == '3.11.*'",
]
sdist = { url = "https://files.pythonhosted.org/packages/24/62/ae72ff66c0f1fd959925b4c11f8c2dea61f47f6acaea75a08512cdfe3fed/numpy-2.4.1.tar.gz", hash = "sha256:a1ceafc5042451a858231588a104093474c6a5c57dcc724841f5c888d237d690", size = 20721320, upload-time = "2026-01-10T06:44:59.619Z" }
@@ -1133,7 +1117,7 @@ wheels = [
[[package]]
name = "pytest"
version = "9.0.3"
version = "9.0.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "colorama", marker = "sys_platform == 'win32'" },
@@ -1144,9 +1128,9 @@ dependencies = [
{ name = "pygments" },
{ name = "tomli", marker = "python_full_version < '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
sdist = { url = "https://files.pythonhosted.org/packages/d1/db/7ef3487e0fb0049ddb5ce41d3a49c235bf9ad299b6a25d5780a89f19230f/pytest-9.0.2.tar.gz", hash = "sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11", size = 1568901, upload-time = "2025-12-06T21:30:51.014Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
{ url = "https://files.pythonhosted.org/packages/3b/ab/b3226f0bd7cdcf710fbede2b3548584366da3b19b5021e74f5bde2a8fa3f/pytest-9.0.2-py3-none-any.whl", hash = "sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b", size = 374801, upload-time = "2025-12-06T21:30:49.154Z" },
]
[[package]]
@@ -1314,27 +1298,27 @@ wheels = [
[[package]]
name = "ruff"
version = "0.15.12"
version = "0.15.8"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/99/43/3291f1cc9106f4c63bdce7a8d0df5047fe8422a75b091c16b5e9355e0b11/ruff-0.15.12.tar.gz", hash = "sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6", size = 4643852, upload-time = "2026-04-24T18:17:14.305Z" }
sdist = { url = "https://files.pythonhosted.org/packages/14/b0/73cf7550861e2b4824950b8b52eebdcc5adc792a00c514406556c5b80817/ruff-0.15.8.tar.gz", hash = "sha256:995f11f63597ee362130d1d5a327a87cb6f3f5eae3094c620bcc632329a4d26e", size = 4610921, upload-time = "2026-03-26T18:39:38.675Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/c3/6e/e78ffb61d4686f3d96ba3df2c801161843746dcbcbb17a1e927d4829312b/ruff-0.15.12-py3-none-linux_armv6l.whl", hash = "sha256:f86f176e188e94d6bdbc09f09bfd9dc729059ad93d0e7390b5a73efe19f8861c", size = 10640713, upload-time = "2026-04-24T18:17:22.841Z" },
{ url = "https://files.pythonhosted.org/packages/ae/08/a317bc231fb9e7b93e4ef3089501e51922ff88d6936ce5cf870c4fe55419/ruff-0.15.12-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:e3bcd123364c3770b8e1b7baaf343cc99a35f197c5c6e8af79015c666c423a6c", size = 11069267, upload-time = "2026-04-24T18:17:30.105Z" },
{ url = "https://files.pythonhosted.org/packages/aa/a4/f828e9718d3dce1f5f11c39c4f65afd32783c8b2aebb2e3d259e492c47bd/ruff-0.15.12-py3-none-macosx_11_0_arm64.whl", hash = "sha256:fe87510d000220aa1ed530d4448a7c696a0cae1213e5ec30e5874287b66557b5", size = 10397182, upload-time = "2026-04-24T18:17:07.177Z" },
{ url = "https://files.pythonhosted.org/packages/71/e0/3310fc6d1b5e1fdea22bf3b1b807c7e187b581021b0d7d4514cccdb5fb71/ruff-0.15.12-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:84a1630093121375a3e2a95b4a6dc7b59e2b4ee76216e32d81aae550a832d002", size = 10758012, upload-time = "2026-04-24T18:16:55.759Z" },
{ url = "https://files.pythonhosted.org/packages/11/c1/a606911aee04c324ddaa883ae418f3569792fd3c4a10c50e0dd0a2311e1e/ruff-0.15.12-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fb129f40f114f089ebe0ca56c0d251cf2061b17651d464bb6478dc01e69f11f5", size = 10447479, upload-time = "2026-04-24T18:16:51.677Z" },
{ url = "https://files.pythonhosted.org/packages/9d/68/4201e8444f0894f21ab4aeeaee68aa4f10b51613514a20d80bd628d57e88/ruff-0.15.12-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0c862b172d695db7598426b8af465e7e9ac00a3ea2a3630ee67eb82e366aaa6", size = 11234040, upload-time = "2026-04-24T18:17:16.529Z" },
{ url = "https://files.pythonhosted.org/packages/34/ff/8a6d6cf4ccc23fd67060874e832c18919d1557a0611ebef03fdb01fff11e/ruff-0.15.12-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2849ea9f3484c3aca43a82f484210370319e7170df4dfe4843395ddf6c57bc33", size = 12087377, upload-time = "2026-04-24T18:17:04.944Z" },
{ url = "https://files.pythonhosted.org/packages/85/f6/c669cf73f5152f623d34e69866a46d5e6185816b19fcd5b6dd8a2d299922/ruff-0.15.12-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9e77c7e51c07fe396826d5969a5b846d9cd4c402535835fb6e21ce8b28fef847", size = 11367784, upload-time = "2026-04-24T18:17:25.409Z" },
{ url = "https://files.pythonhosted.org/packages/e8/39/c61d193b8a1daaa8977f7dea9e8d8ba866e02ea7b65d32f6861693aa4c12/ruff-0.15.12-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83b2f4f2f3b1026b5fb449b467d9264bf22067b600f7b6f41fc5958909f449d0", size = 11344088, upload-time = "2026-04-24T18:17:12.258Z" },
{ url = "https://files.pythonhosted.org/packages/c2/8d/49afab3645e31e12c590acb6d3b5b69d7aab5b81926dbaf7461f9441f37a/ruff-0.15.12-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:9ba3b8f1afd7e2e43d8943e55f249e13f9682fde09711644a6e7290eb4f3e339", size = 11271770, upload-time = "2026-04-24T18:17:02.457Z" },
{ url = "https://files.pythonhosted.org/packages/46/06/33f41fe94403e2b755481cdfb9b7ef3e4e0ed031c4581124658d935d52b4/ruff-0.15.12-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e852ba9fdc890655e1d78f2df1499efbe0e54126bd405362154a75e2bde159c5", size = 10719355, upload-time = "2026-04-24T18:17:27.648Z" },
{ url = "https://files.pythonhosted.org/packages/0d/59/18aa4e014debbf559670e4048e39260a85c7fcee84acfd761ac01e7b8d35/ruff-0.15.12-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:dd8aed930da53780d22fc70bdf84452c843cf64f8cb4eb38984319c24c5cd5fd", size = 10462758, upload-time = "2026-04-24T18:17:32.347Z" },
{ url = "https://files.pythonhosted.org/packages/25/e7/cc9f16fd0f3b5fddcbd7ec3d6ae30c8f3fde1047f32a4093a98d633c6570/ruff-0.15.12-py3-none-musllinux_1_2_i686.whl", hash = "sha256:01da3988d225628b709493d7dc67c3b9b12c0210016b08690ef9bd27970b262b", size = 10953498, upload-time = "2026-04-24T18:17:20.674Z" },
{ url = "https://files.pythonhosted.org/packages/72/7a/a9ba7f98c7a575978698f4230c5e8cc54bbc761af34f560818f933dafa0c/ruff-0.15.12-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:9cae0f92bd5700d1213188b31cd3bdd2b315361296d10b96b8e2337d3d11f53e", size = 11447765, upload-time = "2026-04-24T18:17:09.755Z" },
{ url = "https://files.pythonhosted.org/packages/ea/f9/0ae446942c846b8266059ad8a30702a35afae55f5cdc54c5adf8d7afdc27/ruff-0.15.12-py3-none-win32.whl", hash = "sha256:d0185894e038d7043ba8fd6aee7499ece6462dc0ea9f1e260c7451807c714c20", size = 10657277, upload-time = "2026-04-24T18:17:18.591Z" },
{ url = "https://files.pythonhosted.org/packages/33/f1/9614e03e1cdcbf9437570b5400ced8a720b5db22b28d8e0f1bda429f660d/ruff-0.15.12-py3-none-win_amd64.whl", hash = "sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d", size = 11837758, upload-time = "2026-04-24T18:17:00.113Z" },
{ url = "https://files.pythonhosted.org/packages/c0/98/6beb4b351e472e5f4c4613f7c35a5290b8be2497e183825310c4c3a3984b/ruff-0.15.12-py3-none-win_arm64.whl", hash = "sha256:a538f7a82d061cee7be55542aca1d86d1393d55d81d4fcc314370f4340930d4f", size = 11120821, upload-time = "2026-04-24T18:16:57.979Z" },
{ url = "https://files.pythonhosted.org/packages/4a/92/c445b0cd6da6e7ae51e954939cb69f97e008dbe750cfca89b8cedc081be7/ruff-0.15.8-py3-none-linux_armv6l.whl", hash = "sha256:cbe05adeba76d58162762d6b239c9056f1a15a55bd4b346cfd21e26cd6ad7bc7", size = 10527394, upload-time = "2026-03-26T18:39:41.566Z" },
{ url = "https://files.pythonhosted.org/packages/eb/92/f1c662784d149ad1414cae450b082cf736430c12ca78367f20f5ed569d65/ruff-0.15.8-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:d3e3d0b6ba8dca1b7ef9ab80a28e840a20070c4b62e56d675c24f366ef330570", size = 10905693, upload-time = "2026-03-26T18:39:30.364Z" },
{ url = "https://files.pythonhosted.org/packages/ca/f2/7a631a8af6d88bcef997eb1bf87cc3da158294c57044aafd3e17030613de/ruff-0.15.8-py3-none-macosx_11_0_arm64.whl", hash = "sha256:6ee3ae5c65a42f273f126686353f2e08ff29927b7b7e203b711514370d500de3", size = 10323044, upload-time = "2026-03-26T18:39:33.37Z" },
{ url = "https://files.pythonhosted.org/packages/67/18/1bf38e20914a05e72ef3b9569b1d5c70a7ef26cd188d69e9ca8ef588d5bf/ruff-0.15.8-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fdce027ada77baa448077ccc6ebb2fa9c3c62fd110d8659d601cf2f475858d94", size = 10629135, upload-time = "2026-03-26T18:39:44.142Z" },
{ url = "https://files.pythonhosted.org/packages/d2/e9/138c150ff9af60556121623d41aba18b7b57d95ac032e177b6a53789d279/ruff-0.15.8-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:12e617fc01a95e5821648a6df341d80456bd627bfab8a829f7cfc26a14a4b4a3", size = 10348041, upload-time = "2026-03-26T18:39:52.178Z" },
{ url = "https://files.pythonhosted.org/packages/02/f1/5bfb9298d9c323f842c5ddeb85f1f10ef51516ac7a34ba446c9347d898df/ruff-0.15.8-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:432701303b26416d22ba696c39f2c6f12499b89093b61360abc34bcc9bf07762", size = 11121987, upload-time = "2026-03-26T18:39:55.195Z" },
{ url = "https://files.pythonhosted.org/packages/10/11/6da2e538704e753c04e8d86b1fc55712fdbdcc266af1a1ece7a51fff0d10/ruff-0.15.8-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d910ae974b7a06a33a057cb87d2a10792a3b2b3b35e33d2699fdf63ec8f6b17a", size = 11951057, upload-time = "2026-03-26T18:39:19.18Z" },
{ url = "https://files.pythonhosted.org/packages/83/f0/c9208c5fd5101bf87002fed774ff25a96eea313d305f1e5d5744698dc314/ruff-0.15.8-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2033f963c43949d51e6fdccd3946633c6b37c484f5f98c3035f49c27395a8ab8", size = 11464613, upload-time = "2026-03-26T18:40:06.301Z" },
{ url = "https://files.pythonhosted.org/packages/f8/22/d7f2fabdba4fae9f3b570e5605d5eb4500dcb7b770d3217dca4428484b17/ruff-0.15.8-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f29b989a55572fb885b77464cf24af05500806ab4edf9a0fd8977f9759d85b1", size = 11257557, upload-time = "2026-03-26T18:39:57.972Z" },
{ url = "https://files.pythonhosted.org/packages/71/8c/382a9620038cf6906446b23ce8632ab8c0811b8f9d3e764f58bedd0c9a6f/ruff-0.15.8-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:ac51d486bf457cdc985a412fb1801b2dfd1bd8838372fc55de64b1510eff4bec", size = 11169440, upload-time = "2026-03-26T18:39:22.205Z" },
{ url = "https://files.pythonhosted.org/packages/4d/0d/0994c802a7eaaf99380085e4e40c845f8e32a562e20a38ec06174b52ef24/ruff-0.15.8-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c9861eb959edab053c10ad62c278835ee69ca527b6dcd72b47d5c1e5648964f6", size = 10605963, upload-time = "2026-03-26T18:39:46.682Z" },
{ url = "https://files.pythonhosted.org/packages/19/aa/d624b86f5b0aad7cef6bbf9cd47a6a02dfdc4f72c92a337d724e39c9d14b/ruff-0.15.8-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8d9a5b8ea13f26ae90838afc33f91b547e61b794865374f114f349e9036835fb", size = 10357484, upload-time = "2026-03-26T18:39:49.176Z" },
{ url = "https://files.pythonhosted.org/packages/35/c3/e0b7835d23001f7d999f3895c6b569927c4d39912286897f625736e1fd04/ruff-0.15.8-py3-none-musllinux_1_2_i686.whl", hash = "sha256:c2a33a529fb3cbc23a7124b5c6ff121e4d6228029cba374777bd7649cc8598b8", size = 10830426, upload-time = "2026-03-26T18:40:03.702Z" },
{ url = "https://files.pythonhosted.org/packages/f0/51/ab20b322f637b369383adc341d761eaaa0f0203d6b9a7421cd6e783d81b9/ruff-0.15.8-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:75e5cd06b1cf3f47a3996cfc999226b19aa92e7cce682dcd62f80d7035f98f49", size = 11345125, upload-time = "2026-03-26T18:39:27.799Z" },
{ url = "https://files.pythonhosted.org/packages/37/e6/90b2b33419f59d0f2c4c8a48a4b74b460709a557e8e0064cf33ad894f983/ruff-0.15.8-py3-none-win32.whl", hash = "sha256:bc1f0a51254ba21767bfa9a8b5013ca8149dcf38092e6a9eb704d876de94dc34", size = 10571959, upload-time = "2026-03-26T18:39:36.117Z" },
{ url = "https://files.pythonhosted.org/packages/1f/a2/ef467cb77099062317154c63f234b8a7baf7cb690b99af760c5b68b9ee7f/ruff-0.15.8-py3-none-win_amd64.whl", hash = "sha256:04f79eff02a72db209d47d665ba7ebcad609d8918a134f86cb13dd132159fc89", size = 11743893, upload-time = "2026-03-26T18:39:25.01Z" },
{ url = "https://files.pythonhosted.org/packages/15/e2/77be4fff062fa78d9b2a4dea85d14785dac5f1d0c1fb58ed52331f0ebe28/ruff-0.15.8-py3-none-win_arm64.whl", hash = "sha256:cf891fa8e3bb430c0e7fac93851a5978fc99c8fa2c053b57b118972866f8e5f2", size = 11048175, upload-time = "2026-03-26T18:40:01.06Z" },
]
[[package]]
@@ -1531,124 +1515,6 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" },
]
[[package]]
name = "xxhash"
version = "3.6.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/02/84/30869e01909fb37a6cc7e18688ee8bf1e42d57e7e0777636bd47524c43c7/xxhash-3.6.0.tar.gz", hash = "sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6", size = 85160, upload-time = "2025-10-02T14:37:08.097Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/34/ee/f9f1d656ad168681bb0f6b092372c1e533c4416b8069b1896a175c46e484/xxhash-3.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:87ff03d7e35c61435976554477a7f4cd1704c3596a89a8300d5ce7fc83874a71", size = 32845, upload-time = "2025-10-02T14:33:51.573Z" },
{ url = "https://files.pythonhosted.org/packages/a3/b1/93508d9460b292c74a09b83d16750c52a0ead89c51eea9951cb97a60d959/xxhash-3.6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f572dfd3d0e2eb1a57511831cf6341242f5a9f8298a45862d085f5b93394a27d", size = 30807, upload-time = "2025-10-02T14:33:52.964Z" },
{ url = "https://files.pythonhosted.org/packages/07/55/28c93a3662f2d200c70704efe74aab9640e824f8ce330d8d3943bf7c9b3c/xxhash-3.6.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:89952ea539566b9fed2bbd94e589672794b4286f342254fad28b149f9615fef8", size = 193786, upload-time = "2025-10-02T14:33:54.272Z" },
{ url = "https://files.pythonhosted.org/packages/c1/96/fec0be9bb4b8f5d9c57d76380a366f31a1781fb802f76fc7cda6c84893c7/xxhash-3.6.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48e6f2ffb07a50b52465a1032c3cf1f4a5683f944acaca8a134a2f23674c2058", size = 212830, upload-time = "2025-10-02T14:33:55.706Z" },
{ url = "https://files.pythonhosted.org/packages/c4/a0/c706845ba77b9611f81fd2e93fad9859346b026e8445e76f8c6fd057cc6d/xxhash-3.6.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b5b848ad6c16d308c3ac7ad4ba6bede80ed5df2ba8ed382f8932df63158dd4b2", size = 211606, upload-time = "2025-10-02T14:33:57.133Z" },
{ url = "https://files.pythonhosted.org/packages/67/1e/164126a2999e5045f04a69257eea946c0dc3e86541b400d4385d646b53d7/xxhash-3.6.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a034590a727b44dd8ac5914236a7b8504144447a9682586c3327e935f33ec8cc", size = 444872, upload-time = "2025-10-02T14:33:58.446Z" },
{ url = "https://files.pythonhosted.org/packages/2d/4b/55ab404c56cd70a2cf5ecfe484838865d0fea5627365c6c8ca156bd09c8f/xxhash-3.6.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8a8f1972e75ebdd161d7896743122834fe87378160c20e97f8b09166213bf8cc", size = 193217, upload-time = "2025-10-02T14:33:59.724Z" },
{ url = "https://files.pythonhosted.org/packages/45/e6/52abf06bac316db33aa269091ae7311bd53cfc6f4b120ae77bac1b348091/xxhash-3.6.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ee34327b187f002a596d7b167ebc59a1b729e963ce645964bbc050d2f1b73d07", size = 210139, upload-time = "2025-10-02T14:34:02.041Z" },
{ url = "https://files.pythonhosted.org/packages/34/37/db94d490b8691236d356bc249c08819cbcef9273a1a30acf1254ff9ce157/xxhash-3.6.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:339f518c3c7a850dd033ab416ea25a692759dc7478a71131fe8869010d2b75e4", size = 197669, upload-time = "2025-10-02T14:34:03.664Z" },
{ url = "https://files.pythonhosted.org/packages/b7/36/c4f219ef4a17a4f7a64ed3569bc2b5a9c8311abdb22249ac96093625b1a4/xxhash-3.6.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:bf48889c9630542d4709192578aebbd836177c9f7a4a2778a7d6340107c65f06", size = 210018, upload-time = "2025-10-02T14:34:05.325Z" },
{ url = "https://files.pythonhosted.org/packages/fd/06/bfac889a374fc2fc439a69223d1750eed2e18a7db8514737ab630534fa08/xxhash-3.6.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:5576b002a56207f640636056b4160a378fe36a58db73ae5c27a7ec8db35f71d4", size = 413058, upload-time = "2025-10-02T14:34:06.925Z" },
{ url = "https://files.pythonhosted.org/packages/c9/d1/555d8447e0dd32ad0930a249a522bb2e289f0d08b6b16204cfa42c1f5a0c/xxhash-3.6.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af1f3278bd02814d6dedc5dec397993b549d6f16c19379721e5a1d31e132c49b", size = 190628, upload-time = "2025-10-02T14:34:08.669Z" },
{ url = "https://files.pythonhosted.org/packages/d1/15/8751330b5186cedc4ed4b597989882ea05e0408b53fa47bcb46a6125bfc6/xxhash-3.6.0-cp310-cp310-win32.whl", hash = "sha256:aed058764db109dc9052720da65fafe84873b05eb8b07e5e653597951af57c3b", size = 30577, upload-time = "2025-10-02T14:34:10.234Z" },
{ url = "https://files.pythonhosted.org/packages/bb/cc/53f87e8b5871a6eb2ff7e89c48c66093bda2be52315a8161ddc54ea550c4/xxhash-3.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:e82da5670f2d0d98950317f82a0e4a0197150ff19a6df2ba40399c2a3b9ae5fb", size = 31487, upload-time = "2025-10-02T14:34:11.618Z" },
{ url = "https://files.pythonhosted.org/packages/9f/00/60f9ea3bb697667a14314d7269956f58bf56bb73864f8f8d52a3c2535e9a/xxhash-3.6.0-cp310-cp310-win_arm64.whl", hash = "sha256:4a082ffff8c6ac07707fb6b671caf7c6e020c75226c561830b73d862060f281d", size = 27863, upload-time = "2025-10-02T14:34:12.619Z" },
{ url = "https://files.pythonhosted.org/packages/17/d4/cc2f0400e9154df4b9964249da78ebd72f318e35ccc425e9f403c392f22a/xxhash-3.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a", size = 32844, upload-time = "2025-10-02T14:34:14.037Z" },
{ url = "https://files.pythonhosted.org/packages/5e/ec/1cc11cd13e26ea8bc3cb4af4eaadd8d46d5014aebb67be3f71fb0b68802a/xxhash-3.6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa", size = 30809, upload-time = "2025-10-02T14:34:15.484Z" },
{ url = "https://files.pythonhosted.org/packages/04/5f/19fe357ea348d98ca22f456f75a30ac0916b51c753e1f8b2e0e6fb884cce/xxhash-3.6.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248", size = 194665, upload-time = "2025-10-02T14:34:16.541Z" },
{ url = "https://files.pythonhosted.org/packages/90/3b/d1f1a8f5442a5fd8beedae110c5af7604dc37349a8e16519c13c19a9a2de/xxhash-3.6.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62", size = 213550, upload-time = "2025-10-02T14:34:17.878Z" },
{ url = "https://files.pythonhosted.org/packages/c4/ef/3a9b05eb527457d5db13a135a2ae1a26c80fecd624d20f3e8dcc4cb170f3/xxhash-3.6.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f", size = 212384, upload-time = "2025-10-02T14:34:19.182Z" },
{ url = "https://files.pythonhosted.org/packages/0f/18/ccc194ee698c6c623acbf0f8c2969811a8a4b6185af5e824cd27b9e4fd3e/xxhash-3.6.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e", size = 445749, upload-time = "2025-10-02T14:34:20.659Z" },
{ url = "https://files.pythonhosted.org/packages/a5/86/cf2c0321dc3940a7aa73076f4fd677a0fb3e405cb297ead7d864fd90847e/xxhash-3.6.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8", size = 193880, upload-time = "2025-10-02T14:34:22.431Z" },
{ url = "https://files.pythonhosted.org/packages/82/fb/96213c8560e6f948a1ecc9a7613f8032b19ee45f747f4fca4eb31bb6d6ed/xxhash-3.6.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0", size = 210912, upload-time = "2025-10-02T14:34:23.937Z" },
{ url = "https://files.pythonhosted.org/packages/40/aa/4395e669b0606a096d6788f40dbdf2b819d6773aa290c19e6e83cbfc312f/xxhash-3.6.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77", size = 198654, upload-time = "2025-10-02T14:34:25.644Z" },
{ url = "https://files.pythonhosted.org/packages/67/74/b044fcd6b3d89e9b1b665924d85d3f400636c23590226feb1eb09e1176ce/xxhash-3.6.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c", size = 210867, upload-time = "2025-10-02T14:34:27.203Z" },
{ url = "https://files.pythonhosted.org/packages/bc/fd/3ce73bf753b08cb19daee1eb14aa0d7fe331f8da9c02dd95316ddfe5275e/xxhash-3.6.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b", size = 414012, upload-time = "2025-10-02T14:34:28.409Z" },
{ url = "https://files.pythonhosted.org/packages/ba/b3/5a4241309217c5c876f156b10778f3ab3af7ba7e3259e6d5f5c7d0129eb2/xxhash-3.6.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3", size = 191409, upload-time = "2025-10-02T14:34:29.696Z" },
{ url = "https://files.pythonhosted.org/packages/c0/01/99bfbc15fb9abb9a72b088c1d95219fc4782b7d01fc835bd5744d66dd0b8/xxhash-3.6.0-cp311-cp311-win32.whl", hash = "sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd", size = 30574, upload-time = "2025-10-02T14:34:31.028Z" },
{ url = "https://files.pythonhosted.org/packages/65/79/9d24d7f53819fe301b231044ea362ce64e86c74f6e8c8e51320de248b3e5/xxhash-3.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef", size = 31481, upload-time = "2025-10-02T14:34:32.062Z" },
{ url = "https://files.pythonhosted.org/packages/30/4e/15cd0e3e8772071344eab2961ce83f6e485111fed8beb491a3f1ce100270/xxhash-3.6.0-cp311-cp311-win_arm64.whl", hash = "sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7", size = 27861, upload-time = "2025-10-02T14:34:33.555Z" },
{ url = "https://files.pythonhosted.org/packages/9a/07/d9412f3d7d462347e4511181dea65e47e0d0e16e26fbee2ea86a2aefb657/xxhash-3.6.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c", size = 32744, upload-time = "2025-10-02T14:34:34.622Z" },
{ url = "https://files.pythonhosted.org/packages/79/35/0429ee11d035fc33abe32dca1b2b69e8c18d236547b9a9b72c1929189b9a/xxhash-3.6.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204", size = 30816, upload-time = "2025-10-02T14:34:36.043Z" },
{ url = "https://files.pythonhosted.org/packages/b7/f2/57eb99aa0f7d98624c0932c5b9a170e1806406cdbcdb510546634a1359e0/xxhash-3.6.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490", size = 194035, upload-time = "2025-10-02T14:34:37.354Z" },
{ url = "https://files.pythonhosted.org/packages/4c/ed/6224ba353690d73af7a3f1c7cdb1fc1b002e38f783cb991ae338e1eb3d79/xxhash-3.6.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2", size = 212914, upload-time = "2025-10-02T14:34:38.6Z" },
{ url = "https://files.pythonhosted.org/packages/38/86/fb6b6130d8dd6b8942cc17ab4d90e223653a89aa32ad2776f8af7064ed13/xxhash-3.6.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa", size = 212163, upload-time = "2025-10-02T14:34:39.872Z" },
{ url = "https://files.pythonhosted.org/packages/ee/dc/e84875682b0593e884ad73b2d40767b5790d417bde603cceb6878901d647/xxhash-3.6.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0", size = 445411, upload-time = "2025-10-02T14:34:41.569Z" },
{ url = "https://files.pythonhosted.org/packages/11/4f/426f91b96701ec2f37bb2b8cec664eff4f658a11f3fa9d94f0a887ea6d2b/xxhash-3.6.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2", size = 193883, upload-time = "2025-10-02T14:34:43.249Z" },
{ url = "https://files.pythonhosted.org/packages/53/5a/ddbb83eee8e28b778eacfc5a85c969673e4023cdeedcfcef61f36731610b/xxhash-3.6.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9", size = 210392, upload-time = "2025-10-02T14:34:45.042Z" },
{ url = "https://files.pythonhosted.org/packages/1e/c2/ff69efd07c8c074ccdf0a4f36fcdd3d27363665bcdf4ba399abebe643465/xxhash-3.6.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e", size = 197898, upload-time = "2025-10-02T14:34:46.302Z" },
{ url = "https://files.pythonhosted.org/packages/58/ca/faa05ac19b3b622c7c9317ac3e23954187516298a091eb02c976d0d3dd45/xxhash-3.6.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374", size = 210655, upload-time = "2025-10-02T14:34:47.571Z" },
{ url = "https://files.pythonhosted.org/packages/d4/7a/06aa7482345480cc0cb597f5c875b11a82c3953f534394f620b0be2f700c/xxhash-3.6.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d", size = 414001, upload-time = "2025-10-02T14:34:49.273Z" },
{ url = "https://files.pythonhosted.org/packages/23/07/63ffb386cd47029aa2916b3d2f454e6cc5b9f5c5ada3790377d5430084e7/xxhash-3.6.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae", size = 191431, upload-time = "2025-10-02T14:34:50.798Z" },
{ url = "https://files.pythonhosted.org/packages/0f/93/14fde614cadb4ddf5e7cebf8918b7e8fac5ae7861c1875964f17e678205c/xxhash-3.6.0-cp312-cp312-win32.whl", hash = "sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb", size = 30617, upload-time = "2025-10-02T14:34:51.954Z" },
{ url = "https://files.pythonhosted.org/packages/13/5d/0d125536cbe7565a83d06e43783389ecae0c0f2ed037b48ede185de477c0/xxhash-3.6.0-cp312-cp312-win_amd64.whl", hash = "sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c", size = 31534, upload-time = "2025-10-02T14:34:53.276Z" },
{ url = "https://files.pythonhosted.org/packages/54/85/6ec269b0952ec7e36ba019125982cf11d91256a778c7c3f98a4c5043d283/xxhash-3.6.0-cp312-cp312-win_arm64.whl", hash = "sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829", size = 27876, upload-time = "2025-10-02T14:34:54.371Z" },
{ url = "https://files.pythonhosted.org/packages/33/76/35d05267ac82f53ae9b0e554da7c5e281ee61f3cad44c743f0fcd354f211/xxhash-3.6.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:599e64ba7f67472481ceb6ee80fa3bd828fd61ba59fb11475572cc5ee52b89ec", size = 32738, upload-time = "2025-10-02T14:34:55.839Z" },
{ url = "https://files.pythonhosted.org/packages/31/a8/3fbce1cd96534a95e35d5120637bf29b0d7f5d8fa2f6374e31b4156dd419/xxhash-3.6.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7d8b8aaa30fca4f16f0c84a5c8d7ddee0e25250ec2796c973775373257dde8f1", size = 30821, upload-time = "2025-10-02T14:34:57.219Z" },
{ url = "https://files.pythonhosted.org/packages/0c/ea/d387530ca7ecfa183cb358027f1833297c6ac6098223fd14f9782cd0015c/xxhash-3.6.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d597acf8506d6e7101a4a44a5e428977a51c0fadbbfd3c39650cca9253f6e5a6", size = 194127, upload-time = "2025-10-02T14:34:59.21Z" },
{ url = "https://files.pythonhosted.org/packages/ba/0c/71435dcb99874b09a43b8d7c54071e600a7481e42b3e3ce1eb5226a5711a/xxhash-3.6.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:858dc935963a33bc33490128edc1c12b0c14d9c7ebaa4e387a7869ecc4f3e263", size = 212975, upload-time = "2025-10-02T14:35:00.816Z" },
{ url = "https://files.pythonhosted.org/packages/84/7a/c2b3d071e4bb4a90b7057228a99b10d51744878f4a8a6dd643c8bd897620/xxhash-3.6.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ba284920194615cb8edf73bf52236ce2e1664ccd4a38fdb543506413529cc546", size = 212241, upload-time = "2025-10-02T14:35:02.207Z" },
{ url = "https://files.pythonhosted.org/packages/81/5f/640b6eac0128e215f177df99eadcd0f1b7c42c274ab6a394a05059694c5a/xxhash-3.6.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4b54219177f6c6674d5378bd862c6aedf64725f70dd29c472eaae154df1a2e89", size = 445471, upload-time = "2025-10-02T14:35:03.61Z" },
{ url = "https://files.pythonhosted.org/packages/5e/1e/3c3d3ef071b051cc3abbe3721ffb8365033a172613c04af2da89d5548a87/xxhash-3.6.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:42c36dd7dbad2f5238950c377fcbf6811b1cdb1c444fab447960030cea60504d", size = 193936, upload-time = "2025-10-02T14:35:05.013Z" },
{ url = "https://files.pythonhosted.org/packages/2c/bd/4a5f68381939219abfe1c22a9e3a5854a4f6f6f3c4983a87d255f21f2e5d/xxhash-3.6.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f22927652cba98c44639ffdc7aaf35828dccf679b10b31c4ad72a5b530a18eb7", size = 210440, upload-time = "2025-10-02T14:35:06.239Z" },
{ url = "https://files.pythonhosted.org/packages/eb/37/b80fe3d5cfb9faff01a02121a0f4d565eb7237e9e5fc66e73017e74dcd36/xxhash-3.6.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b45fad44d9c5c119e9c6fbf2e1c656a46dc68e280275007bbfd3d572b21426db", size = 197990, upload-time = "2025-10-02T14:35:07.735Z" },
{ url = "https://files.pythonhosted.org/packages/d7/fd/2c0a00c97b9e18f72e1f240ad4e8f8a90fd9d408289ba9c7c495ed7dc05c/xxhash-3.6.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:6f2580ffab1a8b68ef2b901cde7e55fa8da5e4be0977c68f78fc80f3c143de42", size = 210689, upload-time = "2025-10-02T14:35:09.438Z" },
{ url = "https://files.pythonhosted.org/packages/93/86/5dd8076a926b9a95db3206aba20d89a7fc14dd5aac16e5c4de4b56033140/xxhash-3.6.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:40c391dd3cd041ebc3ffe6f2c862f402e306eb571422e0aa918d8070ba31da11", size = 414068, upload-time = "2025-10-02T14:35:11.162Z" },
{ url = "https://files.pythonhosted.org/packages/af/3c/0bb129170ee8f3650f08e993baee550a09593462a5cddd8e44d0011102b1/xxhash-3.6.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f205badabde7aafd1a31e8ca2a3e5a763107a71c397c4481d6a804eb5063d8bd", size = 191495, upload-time = "2025-10-02T14:35:12.971Z" },
{ url = "https://files.pythonhosted.org/packages/e9/3a/6797e0114c21d1725e2577508e24006fd7ff1d8c0c502d3b52e45c1771d8/xxhash-3.6.0-cp313-cp313-win32.whl", hash = "sha256:2577b276e060b73b73a53042ea5bd5203d3e6347ce0d09f98500f418a9fcf799", size = 30620, upload-time = "2025-10-02T14:35:14.129Z" },
{ url = "https://files.pythonhosted.org/packages/86/15/9bc32671e9a38b413a76d24722a2bf8784a132c043063a8f5152d390b0f9/xxhash-3.6.0-cp313-cp313-win_amd64.whl", hash = "sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392", size = 31542, upload-time = "2025-10-02T14:35:15.21Z" },
{ url = "https://files.pythonhosted.org/packages/39/c5/cc01e4f6188656e56112d6a8e0dfe298a16934b8c47a247236549a3f7695/xxhash-3.6.0-cp313-cp313-win_arm64.whl", hash = "sha256:457b8f85dec5825eed7b69c11ae86834a018b8e3df5e77783c999663da2f96d6", size = 27880, upload-time = "2025-10-02T14:35:16.315Z" },
{ url = "https://files.pythonhosted.org/packages/f3/30/25e5321c8732759e930c555176d37e24ab84365482d257c3b16362235212/xxhash-3.6.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a42e633d75cdad6d625434e3468126c73f13f7584545a9cf34e883aa1710e702", size = 32956, upload-time = "2025-10-02T14:35:17.413Z" },
{ url = "https://files.pythonhosted.org/packages/9f/3c/0573299560d7d9f8ab1838f1efc021a280b5ae5ae2e849034ef3dee18810/xxhash-3.6.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:568a6d743219e717b07b4e03b0a828ce593833e498c3b64752e0f5df6bfe84db", size = 31072, upload-time = "2025-10-02T14:35:18.844Z" },
{ url = "https://files.pythonhosted.org/packages/7a/1c/52d83a06e417cd9d4137722693424885cc9878249beb3a7c829e74bf7ce9/xxhash-3.6.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:bec91b562d8012dae276af8025a55811b875baace6af510412a5e58e3121bc54", size = 196409, upload-time = "2025-10-02T14:35:20.31Z" },
{ url = "https://files.pythonhosted.org/packages/e3/8e/c6d158d12a79bbd0b878f8355432075fc82759e356ab5a111463422a239b/xxhash-3.6.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:78e7f2f4c521c30ad5e786fdd6bae89d47a32672a80195467b5de0480aa97b1f", size = 215736, upload-time = "2025-10-02T14:35:21.616Z" },
{ url = "https://files.pythonhosted.org/packages/bc/68/c4c80614716345d55071a396cf03d06e34b5f4917a467faf43083c995155/xxhash-3.6.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3ed0df1b11a79856df5ffcab572cbd6b9627034c1c748c5566fa79df9048a7c5", size = 214833, upload-time = "2025-10-02T14:35:23.32Z" },
{ url = "https://files.pythonhosted.org/packages/7e/e9/ae27c8ffec8b953efa84c7c4a6c6802c263d587b9fc0d6e7cea64e08c3af/xxhash-3.6.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0e4edbfc7d420925b0dd5e792478ed393d6e75ff8fc219a6546fb446b6a417b1", size = 448348, upload-time = "2025-10-02T14:35:25.111Z" },
{ url = "https://files.pythonhosted.org/packages/d7/6b/33e21afb1b5b3f46b74b6bd1913639066af218d704cc0941404ca717fc57/xxhash-3.6.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fba27a198363a7ef87f8c0f6b171ec36b674fe9053742c58dd7e3201c1ab30ee", size = 196070, upload-time = "2025-10-02T14:35:26.586Z" },
{ url = "https://files.pythonhosted.org/packages/96/b6/fcabd337bc5fa624e7203aa0fa7d0c49eed22f72e93229431752bddc83d9/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:794fe9145fe60191c6532fa95063765529770edcdd67b3d537793e8004cabbfd", size = 212907, upload-time = "2025-10-02T14:35:28.087Z" },
{ url = "https://files.pythonhosted.org/packages/4b/d3/9ee6160e644d660fcf176c5825e61411c7f62648728f69c79ba237250143/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:6105ef7e62b5ac73a837778efc331a591d8442f8ef5c7e102376506cb4ae2729", size = 200839, upload-time = "2025-10-02T14:35:29.857Z" },
{ url = "https://files.pythonhosted.org/packages/0d/98/e8de5baa5109394baf5118f5e72ab21a86387c4f89b0e77ef3e2f6b0327b/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:f01375c0e55395b814a679b3eea205db7919ac2af213f4a6682e01220e5fe292", size = 213304, upload-time = "2025-10-02T14:35:31.222Z" },
{ url = "https://files.pythonhosted.org/packages/7b/1d/71056535dec5c3177eeb53e38e3d367dd1d16e024e63b1cee208d572a033/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:d706dca2d24d834a4661619dcacf51a75c16d65985718d6a7d73c1eeeb903ddf", size = 416930, upload-time = "2025-10-02T14:35:32.517Z" },
{ url = "https://files.pythonhosted.org/packages/dc/6c/5cbde9de2cd967c322e651c65c543700b19e7ae3e0aae8ece3469bf9683d/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5f059d9faeacd49c0215d66f4056e1326c80503f51a1532ca336a385edadd033", size = 193787, upload-time = "2025-10-02T14:35:33.827Z" },
{ url = "https://files.pythonhosted.org/packages/19/fa/0172e350361d61febcea941b0cc541d6e6c8d65d153e85f850a7b256ff8a/xxhash-3.6.0-cp313-cp313t-win32.whl", hash = "sha256:1244460adc3a9be84731d72b8e80625788e5815b68da3da8b83f78115a40a7ec", size = 30916, upload-time = "2025-10-02T14:35:35.107Z" },
{ url = "https://files.pythonhosted.org/packages/ad/e6/e8cf858a2b19d6d45820f072eff1bea413910592ff17157cabc5f1227a16/xxhash-3.6.0-cp313-cp313t-win_amd64.whl", hash = "sha256:b1e420ef35c503869c4064f4a2f2b08ad6431ab7b229a05cce39d74268bca6b8", size = 31799, upload-time = "2025-10-02T14:35:36.165Z" },
{ url = "https://files.pythonhosted.org/packages/56/15/064b197e855bfb7b343210e82490ae672f8bc7cdf3ddb02e92f64304ee8a/xxhash-3.6.0-cp313-cp313t-win_arm64.whl", hash = "sha256:ec44b73a4220623235f67a996c862049f375df3b1052d9899f40a6382c32d746", size = 28044, upload-time = "2025-10-02T14:35:37.195Z" },
{ url = "https://files.pythonhosted.org/packages/7e/5e/0138bc4484ea9b897864d59fce9be9086030825bc778b76cb5a33a906d37/xxhash-3.6.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:a40a3d35b204b7cc7643cbcf8c9976d818cb47befcfac8bbefec8038ac363f3e", size = 32754, upload-time = "2025-10-02T14:35:38.245Z" },
{ url = "https://files.pythonhosted.org/packages/18/d7/5dac2eb2ec75fd771957a13e5dda560efb2176d5203f39502a5fc571f899/xxhash-3.6.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a54844be970d3fc22630b32d515e79a90d0a3ddb2644d8d7402e3c4c8da61405", size = 30846, upload-time = "2025-10-02T14:35:39.6Z" },
{ url = "https://files.pythonhosted.org/packages/fe/71/8bc5be2bb00deb5682e92e8da955ebe5fa982da13a69da5a40a4c8db12fb/xxhash-3.6.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:016e9190af8f0a4e3741343777710e3d5717427f175adfdc3e72508f59e2a7f3", size = 194343, upload-time = "2025-10-02T14:35:40.69Z" },
{ url = "https://files.pythonhosted.org/packages/e7/3b/52badfb2aecec2c377ddf1ae75f55db3ba2d321c5e164f14461c90837ef3/xxhash-3.6.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4f6f72232f849eb9d0141e2ebe2677ece15adfd0fa599bc058aad83c714bb2c6", size = 213074, upload-time = "2025-10-02T14:35:42.29Z" },
{ url = "https://files.pythonhosted.org/packages/a2/2b/ae46b4e9b92e537fa30d03dbc19cdae57ed407e9c26d163895e968e3de85/xxhash-3.6.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:63275a8aba7865e44b1813d2177e0f5ea7eadad3dd063a21f7cf9afdc7054063", size = 212388, upload-time = "2025-10-02T14:35:43.929Z" },
{ url = "https://files.pythonhosted.org/packages/f5/80/49f88d3afc724b4ac7fbd664c8452d6db51b49915be48c6982659e0e7942/xxhash-3.6.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cd01fa2aa00d8b017c97eb46b9a794fbdca53fc14f845f5a328c71254b0abb7", size = 445614, upload-time = "2025-10-02T14:35:45.216Z" },
{ url = "https://files.pythonhosted.org/packages/ed/ba/603ce3961e339413543d8cd44f21f2c80e2a7c5cfe692a7b1f2cccf58f3c/xxhash-3.6.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0226aa89035b62b6a86d3c68df4d7c1f47a342b8683da2b60cedcddb46c4d95b", size = 194024, upload-time = "2025-10-02T14:35:46.959Z" },
{ url = "https://files.pythonhosted.org/packages/78/d1/8e225ff7113bf81545cfdcd79eef124a7b7064a0bba53605ff39590b95c2/xxhash-3.6.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c6e193e9f56e4ca4923c61238cdaced324f0feac782544eb4c6d55ad5cc99ddd", size = 210541, upload-time = "2025-10-02T14:35:48.301Z" },
{ url = "https://files.pythonhosted.org/packages/6f/58/0f89d149f0bad89def1a8dd38feb50ccdeb643d9797ec84707091d4cb494/xxhash-3.6.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9176dcaddf4ca963d4deb93866d739a343c01c969231dbe21680e13a5d1a5bf0", size = 198305, upload-time = "2025-10-02T14:35:49.584Z" },
{ url = "https://files.pythonhosted.org/packages/11/38/5eab81580703c4df93feb5f32ff8fa7fe1e2c51c1f183ee4e48d4bb9d3d7/xxhash-3.6.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:c1ce4009c97a752e682b897aa99aef84191077a9433eb237774689f14f8ec152", size = 210848, upload-time = "2025-10-02T14:35:50.877Z" },
{ url = "https://files.pythonhosted.org/packages/5e/6b/953dc4b05c3ce678abca756416e4c130d2382f877a9c30a20d08ee6a77c0/xxhash-3.6.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:8cb2f4f679b01513b7adbb9b1b2f0f9cdc31b70007eaf9d59d0878809f385b11", size = 414142, upload-time = "2025-10-02T14:35:52.15Z" },
{ url = "https://files.pythonhosted.org/packages/08/a9/238ec0d4e81a10eb5026d4a6972677cbc898ba6c8b9dbaec12ae001b1b35/xxhash-3.6.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:653a91d7c2ab54a92c19ccf43508b6a555440b9be1bc8be553376778be7f20b5", size = 191547, upload-time = "2025-10-02T14:35:53.547Z" },
{ url = "https://files.pythonhosted.org/packages/f1/ee/3cf8589e06c2164ac77c3bf0aa127012801128f1feebf2a079272da5737c/xxhash-3.6.0-cp314-cp314-win32.whl", hash = "sha256:a756fe893389483ee8c394d06b5ab765d96e68fbbfe6fde7aa17e11f5720559f", size = 31214, upload-time = "2025-10-02T14:35:54.746Z" },
{ url = "https://files.pythonhosted.org/packages/02/5d/a19552fbc6ad4cb54ff953c3908bbc095f4a921bc569433d791f755186f1/xxhash-3.6.0-cp314-cp314-win_amd64.whl", hash = "sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad", size = 32290, upload-time = "2025-10-02T14:35:55.791Z" },
{ url = "https://files.pythonhosted.org/packages/b1/11/dafa0643bc30442c887b55baf8e73353a344ee89c1901b5a5c54a6c17d39/xxhash-3.6.0-cp314-cp314-win_arm64.whl", hash = "sha256:25915e6000338999236f1eb68a02a32c3275ac338628a7eaa5a269c401995679", size = 28795, upload-time = "2025-10-02T14:35:57.162Z" },
{ url = "https://files.pythonhosted.org/packages/2c/db/0e99732ed7f64182aef4a6fb145e1a295558deec2a746265dcdec12d191e/xxhash-3.6.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c5294f596a9017ca5a3e3f8884c00b91ab2ad2933cf288f4923c3fd4346cf3d4", size = 32955, upload-time = "2025-10-02T14:35:58.267Z" },
{ url = "https://files.pythonhosted.org/packages/55/f4/2a7c3c68e564a099becfa44bb3d398810cc0ff6749b0d3cb8ccb93f23c14/xxhash-3.6.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1cf9dcc4ab9cff01dfbba78544297a3a01dafd60f3bde4e2bfd016cf7e4ddc67", size = 31072, upload-time = "2025-10-02T14:35:59.382Z" },
{ url = "https://files.pythonhosted.org/packages/c6/d9/72a29cddc7250e8a5819dad5d466facb5dc4c802ce120645630149127e73/xxhash-3.6.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:01262da8798422d0685f7cef03b2bd3f4f46511b02830861df548d7def4402ad", size = 196579, upload-time = "2025-10-02T14:36:00.838Z" },
{ url = "https://files.pythonhosted.org/packages/63/93/b21590e1e381040e2ca305a884d89e1c345b347404f7780f07f2cdd47ef4/xxhash-3.6.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:51a73fb7cb3a3ead9f7a8b583ffd9b8038e277cdb8cb87cf890e88b3456afa0b", size = 215854, upload-time = "2025-10-02T14:36:02.207Z" },
{ url = "https://files.pythonhosted.org/packages/ce/b8/edab8a7d4fa14e924b29be877d54155dcbd8b80be85ea00d2be3413a9ed4/xxhash-3.6.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b9c6df83594f7df8f7f708ce5ebeacfc69f72c9fbaaababf6cf4758eaada0c9b", size = 214965, upload-time = "2025-10-02T14:36:03.507Z" },
{ url = "https://files.pythonhosted.org/packages/27/67/dfa980ac7f0d509d54ea0d5a486d2bb4b80c3f1bb22b66e6a05d3efaf6c0/xxhash-3.6.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:627f0af069b0ea56f312fd5189001c24578868643203bca1abbc2c52d3a6f3ca", size = 448484, upload-time = "2025-10-02T14:36:04.828Z" },
{ url = "https://files.pythonhosted.org/packages/8c/63/8ffc2cc97e811c0ca5d00ab36604b3ea6f4254f20b7bc658ca825ce6c954/xxhash-3.6.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aa912c62f842dfd013c5f21a642c9c10cd9f4c4e943e0af83618b4a404d9091a", size = 196162, upload-time = "2025-10-02T14:36:06.182Z" },
{ url = "https://files.pythonhosted.org/packages/4b/77/07f0e7a3edd11a6097e990f6e5b815b6592459cb16dae990d967693e6ea9/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:b465afd7909db30168ab62afe40b2fcf79eedc0b89a6c0ab3123515dc0df8b99", size = 213007, upload-time = "2025-10-02T14:36:07.733Z" },
{ url = "https://files.pythonhosted.org/packages/ae/d8/bc5fa0d152837117eb0bef6f83f956c509332ce133c91c63ce07ee7c4873/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:a881851cf38b0a70e7c4d3ce81fc7afd86fbc2a024f4cfb2a97cf49ce04b75d3", size = 200956, upload-time = "2025-10-02T14:36:09.106Z" },
{ url = "https://files.pythonhosted.org/packages/26/a5/d749334130de9411783873e9b98ecc46688dad5db64ca6e04b02acc8b473/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9b3222c686a919a0f3253cfc12bb118b8b103506612253b5baeaac10d8027cf6", size = 213401, upload-time = "2025-10-02T14:36:10.585Z" },
{ url = "https://files.pythonhosted.org/packages/89/72/abed959c956a4bfc72b58c0384bb7940663c678127538634d896b1195c10/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:c5aa639bc113e9286137cec8fadc20e9cd732b2cc385c0b7fa673b84fc1f2a93", size = 417083, upload-time = "2025-10-02T14:36:12.276Z" },
{ url = "https://files.pythonhosted.org/packages/0c/b3/62fd2b586283b7d7d665fb98e266decadf31f058f1cf6c478741f68af0cb/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5c1343d49ac102799905e115aee590183c3921d475356cb24b4de29a4bc56518", size = 193913, upload-time = "2025-10-02T14:36:14.025Z" },
{ url = "https://files.pythonhosted.org/packages/9a/9a/c19c42c5b3f5a4aad748a6d5b4f23df3bed7ee5445accc65a0fb3ff03953/xxhash-3.6.0-cp314-cp314t-win32.whl", hash = "sha256:5851f033c3030dd95c086b4a36a2683c2ff4a799b23af60977188b057e467119", size = 31586, upload-time = "2025-10-02T14:36:15.603Z" },
{ url = "https://files.pythonhosted.org/packages/03/d6/4cc450345be9924fd5dc8c590ceda1db5b43a0a889587b0ae81a95511360/xxhash-3.6.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f", size = 32526, upload-time = "2025-10-02T14:36:16.708Z" },
{ url = "https://files.pythonhosted.org/packages/0f/c9/7243eb3f9eaabd1a88a5a5acadf06df2d83b100c62684b7425c6a11bcaa8/xxhash-3.6.0-cp314-cp314t-win_arm64.whl", hash = "sha256:bb79b1e63f6fd84ec778a4b1916dfe0a7c3fdb986c06addd5db3a0d413819d95", size = 28898, upload-time = "2025-10-02T14:36:17.843Z" },
{ url = "https://files.pythonhosted.org/packages/93/1e/8aec23647a34a249f62e2398c42955acd9b4c6ed5cf08cbea94dc46f78d2/xxhash-3.6.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0f7b7e2ec26c1666ad5fc9dbfa426a6a3367ceaf79db5dd76264659d509d73b0", size = 30662, upload-time = "2025-10-02T14:37:01.743Z" },
{ url = "https://files.pythonhosted.org/packages/b8/0b/b14510b38ba91caf43006209db846a696ceea6a847a0c9ba0a5b1adc53d6/xxhash-3.6.0-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5dc1e14d14fa0f5789ec29a7062004b5933964bb9b02aae6622b8f530dc40296", size = 41056, upload-time = "2025-10-02T14:37:02.879Z" },
{ url = "https://files.pythonhosted.org/packages/50/55/15a7b8a56590e66ccd374bbfa3f9ffc45b810886c8c3b614e3f90bd2367c/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:881b47fc47e051b37d94d13e7455131054b56749b91b508b0907eb07900d1c13", size = 36251, upload-time = "2025-10-02T14:37:04.44Z" },
{ url = "https://files.pythonhosted.org/packages/62/b2/5ac99a041a29e58e95f907876b04f7067a0242cb85b5f39e726153981503/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c6dc31591899f5e5666f04cc2e529e69b4072827085c1ef15294d91a004bc1bd", size = 32481, upload-time = "2025-10-02T14:37:05.869Z" },
{ url = "https://files.pythonhosted.org/packages/7b/d9/8d95e906764a386a3d3b596f3c68bb63687dfca806373509f51ce8eea81f/xxhash-3.6.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:15e0dac10eb9309508bfc41f7f9deaa7755c69e35af835db9cb10751adebc35d", size = 31565, upload-time = "2025-10-02T14:37:06.966Z" },
]
[[package]]
name = "zstandard"
version = "0.25.0"
@@ -5,5 +5,5 @@ description = "Test for prerelease stuff"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
"langchain-openai==1.1.14"
"langchain-openai==1.0.1"
]
@@ -5,7 +5,7 @@ description = "Test for prerelease stuff"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
"langchain-openai==1.1.14",
"langchain-openai==1.0.0a2",
"langchain-anthropic==1.0.0a5",
"langgraph==1.1.5"
]
@@ -5,7 +5,7 @@ description = "Test for prerelease stuff"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
"langchain-openai==1.1.14",
"langchain-openai==1.0.0a2",
"langgraph==1.1.2",
"langchain_community>=0.3.0",
]
+8 -8
View File
@@ -21,25 +21,25 @@
"test:all": "yarn test && yarn test:int && yarn lint:langgraph"
},
"dependencies": {
"@langchain/core": "^1.1.42",
"@langchain/langgraph": "^1.2.9"
"@langchain/core": "^1.1.38",
"@langchain/langgraph": "^1.2.6"
},
"devDependencies": {
"@eslint/eslintrc": "^3.3.5",
"@eslint/js": "^10.0.1",
"@tsconfig/recommended": "^1.0.13",
"@types/jest": "^30.0.0",
"@typescript-eslint/eslint-plugin": "^8.59.1",
"@typescript-eslint/parser": "^8.59.1",
"dotenv": "^17.4.2",
"eslint": "^10.2.1",
"@typescript-eslint/eslint-plugin": "^8.58.0",
"@typescript-eslint/parser": "^8.58.0",
"dotenv": "^17.3.1",
"eslint": "^10.1.0",
"eslint-config-prettier": "^10.1.8",
"eslint-plugin-import": "^2.32.0",
"eslint-plugin-no-instanceof": "^1.0.1",
"eslint-plugin-prettier": "^5.5.5",
"jest": "^30.3.0",
"prettier": "^3.8.3",
"ts-jest": "^29.4.9",
"prettier": "^3.8.1",
"ts-jest": "^29.4.6",
"typescript": "^5.9.3"
}
}
+157 -130
View File
@@ -474,26 +474,26 @@
resolved "https://registry.yarnpkg.com/@eslint-community/regexpp/-/regexpp-4.12.2.tgz#bccdf615bcf7b6e8db830ec0b8d21c9a25de597b"
integrity sha512-EriSTlt5OC9/7SXkRSCAhfSxxoSUgBm33OH+IkwbdpgoqsSsUg7y3uh+IICI/Qg4BBWr3U2i39RpmycbxMq4ew==
"@eslint/config-array@^0.23.5":
version "0.23.5"
resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.5.tgz#56e86d243049195d8acc0c06a1b3dfdc3fa3de95"
integrity sha512-Y3kKLvC1dvTOT+oGlqNQ1XLqK6D1HU2YXPc52NmAlJZbMMWDzGYXMiPRJ8TYD39muD/OTjlZmNJ4ib7dvSrMBA==
"@eslint/config-array@^0.23.3":
version "0.23.3"
resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.3.tgz#3f4a93dd546169c09130cbd10f2415b13a20a219"
integrity sha512-j+eEWmB6YYLwcNOdlwQ6L2OsptI/LO6lNBuLIqe5R7RetD658HLoF+Mn7LzYmAWWNNzdC6cqP+L6r8ujeYXWLw==
dependencies:
"@eslint/object-schema" "^3.0.5"
"@eslint/object-schema" "^3.0.3"
debug "^4.3.1"
minimatch "^10.2.4"
"@eslint/config-helpers@^0.5.5":
version "0.5.5"
resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.5.tgz#ae16134e4792ac5fbdc533548a24ac1ea9f7f3ae"
integrity sha512-eIJYKTCECbP/nsKaaruF6LW967mtbQbsw4JTtSVkUQc9MneSkbrgPJAbKl9nWr0ZeowV8BfsarBmPpBzGelA2w==
"@eslint/config-helpers@^0.5.3":
version "0.5.3"
resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.3.tgz#721fe6bbb90d74b0c80d6ff2428e5bbcb002becb"
integrity sha512-lzGN0onllOZCGroKJmRwY6QcEHxbjBw1gwB8SgRSqK8YbbtEXMvKynsXc3553ckIEBxsbMBU7oOZXKIPGZNeZw==
dependencies:
"@eslint/core" "^1.2.1"
"@eslint/core" "^1.1.1"
"@eslint/core@^1.2.1":
version "1.2.1"
resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.2.1.tgz#c1da7cd1b82fa8787f98b5629fb811848a1b63ce"
integrity sha512-MwcE1P+AZ4C6DWlpin/OmOA54mmIZ/+xZuJiQd4SyB29oAJjN30UW9wkKNptW2ctp4cEsvhlLY/CsQ1uoHDloQ==
"@eslint/core@^1.1.1":
version "1.1.1"
resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.1.1.tgz#450f3d2be2d463ccd51119544092256b4e88df32"
integrity sha512-QUPblTtE51/7/Zhfv8BDwO0qkkzQL7P/aWWbqcf4xWLEYn1oKjdO0gglQBB4GAsu7u6wjijbCmzsUTy6mnk6oQ==
dependencies:
"@types/json-schema" "^7.0.15"
@@ -517,17 +517,17 @@
resolved "https://registry.yarnpkg.com/@eslint/js/-/js-10.0.1.tgz#1e8a876f50117af8ab67e47d5ad94d38d6622583"
integrity sha512-zeR9k5pd4gxjZ0abRoIaxdc7I3nDktoXZk2qOv9gCNWx3mVwEn32VRhyLaRsDiJjTs0xq/T8mfPtyuXu7GWBcA==
"@eslint/object-schema@^3.0.5":
version "3.0.5"
resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.5.tgz#88e9bf4d11d2b19c082e78ebe7ce88724a5eb091"
integrity sha512-vqTaUEgxzm+YDSdElad6PiRoX4t8VGDjCtt05zn4nU810UIx/uNEV7/lZJ6KwFThKZOzOxzXy48da+No7HZaMw==
"@eslint/object-schema@^3.0.3":
version "3.0.3"
resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.3.tgz#5bf671e52e382e4adc47a9906f2699374637db6b"
integrity sha512-iM869Pugn9Nsxbh/YHRqYiqd23AmIbxJOcpUMOuWCVNdoQJ5ZtwL6h3t0bcZzJUlC3Dq9jCFCESBZnX0GTv7iQ==
"@eslint/plugin-kit@^0.7.1":
version "0.7.1"
resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.1.tgz#c4125fd015eceeb09b793109fdbcd4dd0a02d346"
integrity sha512-rZAP3aVgB9ds9KOeUSL+zZ21hPmo8dh6fnIFwRQj5EAZl9gzR7wxYbYXYysAM8CTqGmUGyp2S4kUdV17MnGuWQ==
"@eslint/plugin-kit@^0.6.1":
version "0.6.1"
resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.6.1.tgz#eb9e6689b56ce8bc1855bb33090e63f3fc115e8e"
integrity sha512-iH1B076HoAshH1mLpHMgwdGeTs0CYwL0SPMkGuSebZrwBp16v415e9NZXg2jtrqPVQjf6IANe2Vtlr5KswtcZQ==
dependencies:
"@eslint/core" "^1.2.1"
"@eslint/core" "^1.1.1"
levn "^0.4.1"
"@humanfs/core@^0.19.1":
@@ -890,10 +890,10 @@
"@jridgewell/resolve-uri" "^3.1.0"
"@jridgewell/sourcemap-codec" "^1.4.14"
"@langchain/core@^1.1.42":
version "1.1.42"
resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.42.tgz#607bfd34c1414c9cbeb2859fda1b254a14c28085"
integrity sha512-d0tN96BrwPMryYyWR9VfyAntSivn7EQrZCe5Kpxum93tcjTXbKKmKvItFec8AluQt88iTcmAJrahUZUNfzGwTA==
"@langchain/core@^1.1.38":
version "1.1.38"
resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.38.tgz#b5939b2e77af408771c9bb95bf56a5ad8183313e"
integrity sha512-C340wH1YL10CiVOFlEpQMp0zQE85/eBLKX/gi1Lv7shAyUmR3CQ0t/mXlCd5RsZa6ntAN1kDJnp64ArWey9XAA==
dependencies:
"@cfworker/json-schema" "^4.0.2"
"@standard-schema/spec" "^1.1.0"
@@ -904,6 +904,7 @@
langsmith ">=0.5.0 <1.0.0"
mustache "^4.2.0"
p-queue "^6.6.2"
uuid "^11.1.0"
zod "^3.25.76 || ^4"
"@langchain/langgraph-checkpoint@^1.0.1":
@@ -913,23 +914,23 @@
dependencies:
uuid "^10.0.0"
"@langchain/langgraph-sdk@~1.8.9":
version "1.8.10"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.10.tgz#bd175cda1ab629845ef28b22b45f3bdd1f65b029"
integrity sha512-wrB3rkRw5KAmsqezwvKP3midT4qJrV6Hj9XJMYo+cbvXC4HYpSAmyY/VriSyeTFRbLG/OP/pY2Yz+9Z54nSaXQ==
"@langchain/langgraph-sdk@~1.8.1":
version "1.8.3"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.3.tgz#deedc9bddd863693c6ab5f3a74058548b040377d"
integrity sha512-Py0S5yVtlOHz410aEsSGLRKjtsK2giDvfPS1JjAjTdcs71khuJufFtUZFwmwdJCbsG4DaGurRLHOAJu9jO4a0g==
dependencies:
"@types/json-schema" "^7.0.15"
p-queue "^9.0.1"
p-retry "^7.1.1"
uuid "^13.0.0"
"@langchain/langgraph@^1.2.9":
version "1.2.9"
resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.9.tgz#4f0ba159062c3649c83cf5f621ef926b96933e32"
integrity sha512-3c7BtGycHC2v9p6w/Hv8L7kEl1YnZYOQTDJtmAp3knk6JOedO7d2bYP3y0SRyhv5orUEGf/KGvx8ZsB/ideP7g==
"@langchain/langgraph@^1.2.6":
version "1.2.6"
resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.6.tgz#e6a578f96fbbc1c54ba78e0298884671dad5d195"
integrity sha512-5cX402dNGN6w9+0mlMU2dgUiKx6Y1tlENp7x05e9ByDbQCHSDc0kyqRWNFLGc7vatQ92S4ylxQrcCJvi8Fr4SQ==
dependencies:
"@langchain/langgraph-checkpoint" "^1.0.1"
"@langchain/langgraph-sdk" "~1.8.9"
"@langchain/langgraph-sdk" "~1.8.1"
"@standard-schema/spec" "1.1.0"
uuid "^10.0.0"
@@ -1085,6 +1086,11 @@
resolved "https://registry.yarnpkg.com/@types/stack-utils/-/stack-utils-2.0.3.tgz#6209321eb2c1712a7e7466422b8cb1fc0d9dd5d8"
integrity sha512-9aEbYZ3TbYMznPdcdr3SmIrLXwC/AKZXQeCf9Pgao5CKb8CyHuEX5jzWPTkvregvhRJHcpRO6BFoGW9ycaOkYw==
"@types/uuid@^10.0.0":
version "10.0.0"
resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-10.0.0.tgz#e9c07fe50da0f53dc24970cca94d619ff03f6f6d"
integrity sha512-7gqG38EyHgyP1S+7+xomFtL+ZNHcKv6DwNaCZmJmo1vgMugyF3TCnXVg4t1uk89mLNwnLtnY3TpOpCOyp1/xHQ==
"@types/yargs-parser@*":
version "21.0.3"
resolved "https://registry.yarnpkg.com/@types/yargs-parser/-/yargs-parser-21.0.3.tgz#815e30b786d2e8f0dcd85fd5bcf5e1a04d008f15"
@@ -1097,100 +1103,100 @@
dependencies:
"@types/yargs-parser" "*"
"@typescript-eslint/eslint-plugin@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.59.1.tgz#781bc6f9002982cfaf75a185240e24ad7276628a"
integrity sha512-BOziFIfE+6osHO9FoJG4zjoHUcvI7fTNBSpdAwrNH0/TLvzjsk2oo8XSSOT2HhqUyhZPfHv4UOffoJ9oEEQ7Ag==
"@typescript-eslint/eslint-plugin@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.58.0.tgz#ad40e492f1931f46da1bd888e52b9e56df9063aa"
integrity sha512-RLkVSiNuUP1C2ROIWfqX+YcUfLaSnxGE/8M+Y57lopVwg9VTYYfhuz15Yf1IzCKgZj6/rIbYTmJCUSqr76r0Wg==
dependencies:
"@eslint-community/regexpp" "^4.12.2"
"@typescript-eslint/scope-manager" "8.59.1"
"@typescript-eslint/type-utils" "8.59.1"
"@typescript-eslint/utils" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/scope-manager" "8.58.0"
"@typescript-eslint/type-utils" "8.58.0"
"@typescript-eslint/utils" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
ignore "^7.0.5"
natural-compare "^1.4.0"
ts-api-utils "^2.5.0"
"@typescript-eslint/parser@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.59.1.tgz#835d20a62350659a082a1ae2a60b822c40488905"
integrity sha512-HDQH9O/47Dxi1ceDhBXdaldtf/WV9yRYMjbjCuNk3qnaTD564qwv61Y7+gTxwxRKzSrgO5uhtw584igXVuuZkA==
"@typescript-eslint/parser@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.58.0.tgz#da04ece1967b6c2fe8f10c3473dabf3825795ef7"
integrity sha512-rLoGZIf9afaRBYsPUMtvkDWykwXwUPL60HebR4JgTI8mxfFe2cQTu3AGitANp4b9B2QlVru6WzjgB2IzJKiCSA==
dependencies:
"@typescript-eslint/scope-manager" "8.59.1"
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/typescript-estree" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/scope-manager" "8.58.0"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/typescript-estree" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
debug "^4.4.3"
"@typescript-eslint/project-service@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.59.1.tgz#49efe87c37ef84262f23df8bf62fdc56698ca6fe"
integrity sha512-+MuHQlHiEr00Of/IQbE/MmEoi44znZHbR/Pz7Opq4HryUOlRi+/44dro9Ycy8Fyo+/024IWtw8m4JUMCGTYxDg==
"@typescript-eslint/project-service@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.58.0.tgz#66ceda0aabf7427aec3e2713fa43eb278dead2aa"
integrity sha512-8Q/wBPWLQP1j16NxoPNIKpDZFMaxl7yWIoqXWYeWO+Bbd2mjgvoF0dxP2jKZg5+x49rgKdf7Ck473M8PC3V9lg==
dependencies:
"@typescript-eslint/tsconfig-utils" "^8.59.1"
"@typescript-eslint/types" "^8.59.1"
"@typescript-eslint/tsconfig-utils" "^8.58.0"
"@typescript-eslint/types" "^8.58.0"
debug "^4.4.3"
"@typescript-eslint/scope-manager@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.59.1.tgz#ed90d054fc3db2d0c81464db3a953a94fb85bb58"
integrity sha512-LwuHQI4pDOYVKvmH2dkaJo6YZCSgouVgnS/z7yBPKBMvgtBvyLqiLy9Z6b7+m/TRcX1NFYUqZetI5Y+aT4GEfg==
"@typescript-eslint/scope-manager@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.58.0.tgz#e304142775e49a1b7ac3c8bf2536714447c72cab"
integrity sha512-W1Lur1oF50FxSnNdGp3Vs6P+yBRSmZiw4IIjEeYxd8UQJwhUF0gDgDD/W/Tgmh73mxgEU3qX0Bzdl/NGuSPEpQ==
dependencies:
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
"@typescript-eslint/tsconfig-utils@8.59.1", "@typescript-eslint/tsconfig-utils@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.59.1.tgz#ba2a779a444f1d5cb92a606f9b209d239fd4cab1"
integrity sha512-/0nEyPbX7gRsk0Uwfe4ALwwgxuA66d/l2mhRDNlAvaj4U3juhUtJNq0DsY8M2AYwwb9rEq2hrC3IcIcEt++iJA==
"@typescript-eslint/tsconfig-utils@8.58.0", "@typescript-eslint/tsconfig-utils@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.58.0.tgz#c5a8edb21f31e0fdee565724e1b984171c559482"
integrity sha512-doNSZEVJsWEu4htiVC+PR6NpM+pa+a4ClH9INRWOWCUzMst/VA9c4gXq92F8GUD1rwhNvRLkgjfYtFXegXQF7A==
"@typescript-eslint/type-utils@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.59.1.tgz#9c83d3f2ed9187a815e8120f72c08317e513e409"
integrity sha512-klWPBR2ciQHS3f++ug/mVnWKPjBUo7icEL3FAO1lhAR1Z1i5NQYZ1EannMSRYcq5qCv5wNALlXr6fksRHyYl7w==
"@typescript-eslint/type-utils@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.58.0.tgz#ce0e72cd967ffbbe8de322db6089bd4374be352f"
integrity sha512-aGsCQImkDIqMyx1u4PrVlbi/krmDsQUs4zAcCV6M7yPcPev+RqVlndsJy9kJ8TLihW9TZ0kbDAzctpLn5o+lOg==
dependencies:
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/typescript-estree" "8.59.1"
"@typescript-eslint/utils" "8.59.1"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/typescript-estree" "8.58.0"
"@typescript-eslint/utils" "8.58.0"
debug "^4.4.3"
ts-api-utils "^2.5.0"
"@typescript-eslint/types@8.59.1", "@typescript-eslint/types@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.59.1.tgz#c1d014d3f03a97e0113a8899fc9d4e45a7fb0ca9"
integrity sha512-ZDCjgccSdYPw5Bxh+my4Z0lJU96ZDN7jbBzvmEn0FZx3RtU1C7VWl6NbDx94bwY3V5YsgwRzJPOgeY2Q/nLG8A==
"@typescript-eslint/types@8.58.0", "@typescript-eslint/types@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.58.0.tgz#e94ae7abdc1c6530e71183c1007b61fa93112a5a"
integrity sha512-O9CjxypDT89fbHxRfETNoAnHj/i6IpRK0CvbVN3qibxlLdo5p5hcLmUuCCrHMpxiWSwKyI8mCP7qRNYuOJ0Uww==
"@typescript-eslint/typescript-estree@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.59.1.tgz#4391fadf98a22c869c5b6522dbf4e491e53e351a"
integrity sha512-OUd+vJS05sSkOip+BkZ/2NS8RMxrAAJemsC6vU3kmfLyeaJT0TftHkV9mcx2107MmsBVXXexhVu4F0TZXyMl4g==
"@typescript-eslint/typescript-estree@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.58.0.tgz#ed233faa8e2f2a2e1357c3e7d553d6465a0ee59a"
integrity sha512-7vv5UWbHqew/dvs+D3e1RvLv1v2eeZ9txRHPnEEBUgSNLx5ghdzjHa0sgLWYVKssH+lYmV0JaWdoubo0ncGYLA==
dependencies:
"@typescript-eslint/project-service" "8.59.1"
"@typescript-eslint/tsconfig-utils" "8.59.1"
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/project-service" "8.58.0"
"@typescript-eslint/tsconfig-utils" "8.58.0"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
debug "^4.4.3"
minimatch "^10.2.2"
semver "^7.7.3"
tinyglobby "^0.2.15"
ts-api-utils "^2.5.0"
"@typescript-eslint/utils@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.59.1.tgz#cf6204d69701bbbc5b150f98c18aeef0a42c10bd"
integrity sha512-3pIeoXhCeYH9FSCBI8P3iNwJlGuzPlYKkTlen2O9T1DSeeg8UG8jstq6BLk+Mda0qup7mgk4z4XL4OzRaxZ8LA==
"@typescript-eslint/utils@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.58.0.tgz#21a74a7963b0d288b719a4121c7dd555adaab3c3"
integrity sha512-RfeSqcFeHMHlAWzt4TBjWOAtoW9lnsAGiP3GbaX9uVgTYYrMbVnGONEfUCiSss+xMHFl+eHZiipmA8WkQ7FuNA==
dependencies:
"@eslint-community/eslint-utils" "^4.9.1"
"@typescript-eslint/scope-manager" "8.59.1"
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/typescript-estree" "8.59.1"
"@typescript-eslint/scope-manager" "8.58.0"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/typescript-estree" "8.58.0"
"@typescript-eslint/visitor-keys@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.59.1.tgz#b5cba576287a3eeb0b400b62813189abcc3f976a"
integrity sha512-LdDNl6C5iJExcM0Yh0PwAIBb9PrSiCsWamF/JyEZawm3kFDnRoaq3LGE4bpyRao/fWeGKKyw7icx0YxrLFC5Cg==
"@typescript-eslint/visitor-keys@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.58.0.tgz#2abd55a4be70fd55967aceaba4330b9ba9f45189"
integrity sha512-XJ9UD9+bbDo4a4epraTwG3TsNPeiB9aShrUneAVXy8q4LuwowN+qu89/6ByLMINqvIMeI9H9hOHQtg/ijrYXzQ==
dependencies:
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/types" "8.58.0"
eslint-visitor-keys "^5.0.0"
"@ungap/structured-clone@^1.3.0":
@@ -1776,6 +1782,13 @@ concat-map@0.0.1:
resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
integrity sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==
console-table-printer@^2.12.1:
version "2.15.0"
resolved "https://registry.yarnpkg.com/console-table-printer/-/console-table-printer-2.15.0.tgz#5c808204640b8f024d545bde8aabe5d344dfadc1"
integrity sha512-SrhBq4hYVjLCkBVOWaTzceJalvn5K1Zq5aQA6wXC/cYjI3frKWNPEMK3sZsJfNNQApvCQmgBcc13ZKmFj8qExw==
dependencies:
simple-wcswidth "^1.1.2"
convert-source-map@^2.0.0:
version "2.0.0"
resolved "https://registry.yarnpkg.com/convert-source-map/-/convert-source-map-2.0.0.tgz#4b560f649fc4e918dd0ab75cf4961e8bc882d82a"
@@ -1908,10 +1921,10 @@ doctrine@^2.1.0:
dependencies:
esutils "^2.0.2"
dotenv@^17.4.2:
version "17.4.2"
resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-17.4.2.tgz#c07e54a746e11eba021dd9e1047ced5afdc1c034"
integrity sha512-nI4U3TottKAcAD9LLud4Cb7b2QztQMUEfHbvhTH09bqXTxnSie8WnjPALV/WMCrJZ6UV/qHJ6L03OqO3LcdYZw==
dotenv@^17.3.1:
version "17.3.1"
resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-17.3.1.tgz#2706f5b0165e45a1503348187b8468f87fe6aae2"
integrity sha512-IO8C/dzEb6O3F9/twg6ZLXz164a2fhTnEWb95H23Dm4OuN+92NmEAlTrupP9VW6Jm3sO26tQlqyvyi4CsnY9GA==
dunder-proto@^1.0.0, dunder-proto@^1.0.1:
version "1.0.1"
@@ -2262,17 +2275,17 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==
eslint@^10.2.1:
version "10.2.1"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.2.1.tgz#224b2a6caeb34473eddcf918762363e2e063222a"
integrity sha512-wiyGaKsDgqXvF40P8mDwiUp/KQjE1FdrIEJsM8PZ3XCiniTMXS3OHWWUe5FI5agoCnr8x4xPrTDZuxsBlNHl+Q==
eslint@^10.1.0:
version "10.1.0"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.1.0.tgz#9ca98e654e642ab2e1af6d1e9d8613857ac341b4"
integrity sha512-S9jlY/ELKEUwwQnqWDO+f+m6sercqOPSqXM5Go94l7DOmxHVDgmSFGWEzeE/gwgTAr0W103BWt0QLe/7mabIvA==
dependencies:
"@eslint-community/eslint-utils" "^4.8.0"
"@eslint-community/regexpp" "^4.12.2"
"@eslint/config-array" "^0.23.5"
"@eslint/config-helpers" "^0.5.5"
"@eslint/core" "^1.2.1"
"@eslint/plugin-kit" "^0.7.1"
"@eslint/config-array" "^0.23.3"
"@eslint/config-helpers" "^0.5.3"
"@eslint/core" "^1.1.1"
"@eslint/plugin-kit" "^0.6.1"
"@humanfs/node" "^0.16.6"
"@humanwhocodes/module-importer" "^1.0.1"
"@humanwhocodes/retry" "^0.4.2"
@@ -2682,7 +2695,7 @@ graceful-fs@^4.2.11:
resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.11.tgz#4183e4e8bf08bb6e05bbb2f7d2e0c8f712ca40e3"
integrity sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ==
handlebars@^4.7.9:
handlebars@^4.7.8:
version "4.7.9"
resolved "https://registry.yarnpkg.com/handlebars/-/handlebars-4.7.9.tgz#6f139082ab58dc4e5a0e51efe7db5ae890d56a0f"
integrity sha512-4E71E0rpOaQuJR2A3xDZ+GM1HyWYv1clR58tC8emQNeQe3RH7MAzSbat+V0wG78LQBo6m6bzSG/L4pBuCsgnUQ==
@@ -3675,12 +3688,16 @@ keyv@^4.5.4:
json-buffer "3.0.1"
"langsmith@>=0.5.0 <1.0.0":
version "0.5.20"
resolved "https://registry.yarnpkg.com/langsmith/-/langsmith-0.5.20.tgz#4021847d2ccd5a86c5eb96060f9bb5f19f80eca5"
integrity sha512-ULhLM8RswvQDXufLtNtvclHrWCBx8Cb5UPI6lAZC+8Dq59iHsVPz/3Ac9khWNm1VIvChRsuykixD/WrmzuuA3Q==
version "0.5.4"
resolved "https://registry.yarnpkg.com/langsmith/-/langsmith-0.5.4.tgz#f75b82b08e30db72a7d1d595b341e9666bd525e5"
integrity sha512-qYkNIoKpf0ZYt+cYzrDV+XI3FCexApmZmp8EMs3eDTMv0OvrHMLoxJ9IpkeoXJSX24+GPk0/jXjKx2hWerpy9w==
dependencies:
p-queue "6.6.2"
uuid "10.0.0"
"@types/uuid" "^10.0.0"
chalk "^4.1.2"
console-table-printer "^2.12.1"
p-queue "^6.6.2"
semver "^7.6.3"
uuid "^10.0.0"
leven@^3.1.0:
version "3.1.0"
@@ -3990,7 +4007,7 @@ p-locate@^5.0.0:
dependencies:
p-limit "^3.0.2"
p-queue@6.6.2, p-queue@^6.6.2:
p-queue@^6.6.2:
version "6.6.2"
resolved "https://registry.yarnpkg.com/p-queue/-/p-queue-6.6.2.tgz#2068a9dcf8e67dd0ec3e7a2bcb76810faa85e426"
integrity sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==
@@ -4129,10 +4146,10 @@ prettier-linter-helpers@^1.0.1:
dependencies:
fast-diff "^1.1.2"
prettier@^3.8.3:
version "3.8.3"
resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.3.tgz#560f2de55bf01b4c0503bc629d5df99b9a1d09b0"
integrity sha512-7igPTM53cGHMW8xWuVTydi2KO233VFiTNyF5hLJqpilHfmn8C8gPf+PS7dUT64YcXFbiMGZxS9pCSxL/Dxm/Jw==
prettier@^3.8.1:
version "3.8.1"
resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.1.tgz#edf48977cf991558f4fcbd8a3ba6015ba2a3a173"
integrity sha512-UOnG6LftzbdaHZcKoPFtOcCKztrQ57WkHDeRD9t/PTQtmT0NHSeWWepj6pS0z/N7+08BHFDQVUrfmfMRcZwbMg==
pretty-format@30.2.0, pretty-format@^30.0.0:
version "30.2.0"
@@ -4286,7 +4303,7 @@ semver@^6.3.1:
resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==
semver@^7.5.3, semver@^7.5.4, semver@^7.7.2, semver@^7.7.3, semver@^7.7.4:
semver@^7.5.3, semver@^7.5.4, semver@^7.6.3, semver@^7.7.2, semver@^7.7.3:
version "7.7.4"
resolved "https://registry.yarnpkg.com/semver/-/semver-7.7.4.tgz#28464e36060e991fa7a11d0279d2d3f3b57a7e8a"
integrity sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==
@@ -4394,6 +4411,11 @@ signal-exit@^4.0.1:
resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-4.1.0.tgz#952188c1cbd546070e2dd20d0f41c0ae0530cb04"
integrity sha512-bzyZ1e88w9O1iNJbKnOlvYTrWPDl46O1bG0D3XInv+9tkPrxrN8jUUTiFlDkkmKWgn1M6CfIA13SuGqOa9Korw==
simple-wcswidth@^1.1.2:
version "1.1.2"
resolved "https://registry.yarnpkg.com/simple-wcswidth/-/simple-wcswidth-1.1.2.tgz#66722f37629d5203f9b47c5477b1225b85d6525b"
integrity sha512-j7piyCjAeTDSjzTSQ7DokZtMNwNlEAyxqSZeCS+CXH7fJ4jx3FuJ/mTW3mE+6JLs4VJBbcll0Kjn+KXI5t21Iw==
slash@^3.0.0:
version "3.0.0"
resolved "https://registry.yarnpkg.com/slash/-/slash-3.0.0.tgz#6539be870c165adbd5240220dbe361f1bc4d4634"
@@ -4622,18 +4644,18 @@ ts-api-utils@^2.5.0:
resolved "https://registry.yarnpkg.com/ts-api-utils/-/ts-api-utils-2.5.0.tgz#4acd4a155e22734990a5ed1fe9e97f113bcb37c1"
integrity sha512-OJ/ibxhPlqrMM0UiNHJ/0CKQkoKF243/AEmplt3qpRgkW8VG7IfOS41h7V8TjITqdByHzrjcS/2si+y4lIh8NA==
ts-jest@^29.4.9:
version "29.4.9"
resolved "https://registry.yarnpkg.com/ts-jest/-/ts-jest-29.4.9.tgz#47dc33d0f5c36bddcedd16afefae285e0b049d2d"
integrity sha512-LTb9496gYPMCqjeDLdPrKuXtncudeV1yRZnF4Wo5l3SFi0RYEnYRNgMrFIdg+FHvfzjCyQk1cLncWVqiSX+EvQ==
ts-jest@^29.4.6:
version "29.4.6"
resolved "https://registry.yarnpkg.com/ts-jest/-/ts-jest-29.4.6.tgz#51cb7c133f227396818b71297ad7409bb77106e9"
integrity sha512-fSpWtOO/1AjSNQguk43hb/JCo16oJDnMJf3CdEGNkqsEX3t0KX96xvyX1D7PfLCpVoKu4MfVrqUkFyblYoY4lA==
dependencies:
bs-logger "^0.2.6"
fast-json-stable-stringify "^2.1.0"
handlebars "^4.7.9"
handlebars "^4.7.8"
json5 "^2.2.3"
lodash.memoize "^4.1.2"
make-error "^1.3.6"
semver "^7.7.4"
semver "^7.7.3"
type-fest "^4.41.0"
yargs-parser "^21.1.1"
@@ -4848,11 +4870,16 @@ uri-js@^4.2.2:
dependencies:
punycode "^2.1.0"
uuid@10.0.0, uuid@^10.0.0:
uuid@^10.0.0:
version "10.0.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==
uuid@^11.1.0:
version "11.1.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.0.tgz#9549028be1753bb934fc96e2bca09bb4105ae912"
integrity sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==
uuid@^13.0.0:
version "13.0.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-13.0.0.tgz#263dc341b19b4d755eb8fe36b78d95a6b65707e8"
@@ -9,8 +9,8 @@
},
"dependencies": {
"@js-monorepo-example/shared": "*",
"@langchain/core": "^1.1.42",
"@langchain/langgraph": "^1.2.9"
"@langchain/core": "^1.1.38",
"@langchain/langgraph": "^1.2.6"
},
"devDependencies": {
"typescript": "^5.9.3"
+5 -5
View File
@@ -17,18 +17,18 @@
"lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
},
"devDependencies": {
"turbo": "^2.9.7",
"turbo": "^2.9.3",
"typescript": "^5.9.3",
"@tsconfig/recommended": "^1.0.13",
"@eslint/eslintrc": "^3.3.5",
"@eslint/js": "^10.0.1",
"eslint": "^10.2.1",
"eslint": "^10.1.0",
"eslint-config-prettier": "^10.1.8",
"eslint-plugin-import": "^2.27.5",
"eslint-plugin-no-instanceof": "^1.0.1",
"eslint-plugin-prettier": "^5.5.5",
"@typescript-eslint/eslint-plugin": "^8.59.1",
"@typescript-eslint/parser": "^8.59.1",
"prettier": "^3.8.3"
"@typescript-eslint/eslint-plugin": "^8.58.0",
"@typescript-eslint/parser": "^8.58.0",
"prettier": "^3.8.1"
}
}
+223 -152
View File
@@ -19,26 +19,26 @@
resolved "https://registry.yarnpkg.com/@eslint-community/regexpp/-/regexpp-4.12.2.tgz#bccdf615bcf7b6e8db830ec0b8d21c9a25de597b"
integrity sha512-EriSTlt5OC9/7SXkRSCAhfSxxoSUgBm33OH+IkwbdpgoqsSsUg7y3uh+IICI/Qg4BBWr3U2i39RpmycbxMq4ew==
"@eslint/config-array@^0.23.5":
version "0.23.5"
resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.5.tgz#56e86d243049195d8acc0c06a1b3dfdc3fa3de95"
integrity sha512-Y3kKLvC1dvTOT+oGlqNQ1XLqK6D1HU2YXPc52NmAlJZbMMWDzGYXMiPRJ8TYD39muD/OTjlZmNJ4ib7dvSrMBA==
"@eslint/config-array@^0.23.3":
version "0.23.3"
resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.3.tgz#3f4a93dd546169c09130cbd10f2415b13a20a219"
integrity sha512-j+eEWmB6YYLwcNOdlwQ6L2OsptI/LO6lNBuLIqe5R7RetD658HLoF+Mn7LzYmAWWNNzdC6cqP+L6r8ujeYXWLw==
dependencies:
"@eslint/object-schema" "^3.0.5"
"@eslint/object-schema" "^3.0.3"
debug "^4.3.1"
minimatch "^10.2.4"
"@eslint/config-helpers@^0.5.5":
version "0.5.5"
resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.5.tgz#ae16134e4792ac5fbdc533548a24ac1ea9f7f3ae"
integrity sha512-eIJYKTCECbP/nsKaaruF6LW967mtbQbsw4JTtSVkUQc9MneSkbrgPJAbKl9nWr0ZeowV8BfsarBmPpBzGelA2w==
"@eslint/config-helpers@^0.5.3":
version "0.5.3"
resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.3.tgz#721fe6bbb90d74b0c80d6ff2428e5bbcb002becb"
integrity sha512-lzGN0onllOZCGroKJmRwY6QcEHxbjBw1gwB8SgRSqK8YbbtEXMvKynsXc3553ckIEBxsbMBU7oOZXKIPGZNeZw==
dependencies:
"@eslint/core" "^1.2.1"
"@eslint/core" "^1.1.1"
"@eslint/core@^1.2.1":
version "1.2.1"
resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.2.1.tgz#c1da7cd1b82fa8787f98b5629fb811848a1b63ce"
integrity sha512-MwcE1P+AZ4C6DWlpin/OmOA54mmIZ/+xZuJiQd4SyB29oAJjN30UW9wkKNptW2ctp4cEsvhlLY/CsQ1uoHDloQ==
"@eslint/core@^1.1.1":
version "1.1.1"
resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.1.1.tgz#450f3d2be2d463ccd51119544092256b4e88df32"
integrity sha512-QUPblTtE51/7/Zhfv8BDwO0qkkzQL7P/aWWbqcf4xWLEYn1oKjdO0gglQBB4GAsu7u6wjijbCmzsUTy6mnk6oQ==
dependencies:
"@types/json-schema" "^7.0.15"
@@ -62,17 +62,17 @@
resolved "https://registry.yarnpkg.com/@eslint/js/-/js-10.0.1.tgz#1e8a876f50117af8ab67e47d5ad94d38d6622583"
integrity sha512-zeR9k5pd4gxjZ0abRoIaxdc7I3nDktoXZk2qOv9gCNWx3mVwEn32VRhyLaRsDiJjTs0xq/T8mfPtyuXu7GWBcA==
"@eslint/object-schema@^3.0.5":
version "3.0.5"
resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.5.tgz#88e9bf4d11d2b19c082e78ebe7ce88724a5eb091"
integrity sha512-vqTaUEgxzm+YDSdElad6PiRoX4t8VGDjCtt05zn4nU810UIx/uNEV7/lZJ6KwFThKZOzOxzXy48da+No7HZaMw==
"@eslint/object-schema@^3.0.3":
version "3.0.3"
resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.3.tgz#5bf671e52e382e4adc47a9906f2699374637db6b"
integrity sha512-iM869Pugn9Nsxbh/YHRqYiqd23AmIbxJOcpUMOuWCVNdoQJ5ZtwL6h3t0bcZzJUlC3Dq9jCFCESBZnX0GTv7iQ==
"@eslint/plugin-kit@^0.7.1":
version "0.7.1"
resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.1.tgz#c4125fd015eceeb09b793109fdbcd4dd0a02d346"
integrity sha512-rZAP3aVgB9ds9KOeUSL+zZ21hPmo8dh6fnIFwRQj5EAZl9gzR7wxYbYXYysAM8CTqGmUGyp2S4kUdV17MnGuWQ==
"@eslint/plugin-kit@^0.6.1":
version "0.6.1"
resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.6.1.tgz#eb9e6689b56ce8bc1855bb33090e63f3fc115e8e"
integrity sha512-iH1B076HoAshH1mLpHMgwdGeTs0CYwL0SPMkGuSebZrwBp16v415e9NZXg2jtrqPVQjf6IANe2Vtlr5KswtcZQ==
dependencies:
"@eslint/core" "^1.2.1"
"@eslint/core" "^1.1.1"
levn "^0.4.1"
"@humanfs/core@^0.19.1":
@@ -103,10 +103,10 @@
resolved "https://registry.yarnpkg.com/@isaacs/cliui/-/cliui-9.0.0.tgz#4d0a3f127058043bf2e7ee169eaf30ed901302f3"
integrity sha512-AokJm4tuBHillT+FpMtxQ60n8ObyXBatq7jD2/JA9dxbDDokKQm8KMht5ibGzLVU9IJDIKK4TPKgMHEYMn3lMg==
"@langchain/core@^1.1.42":
version "1.1.42"
resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.42.tgz#607bfd34c1414c9cbeb2859fda1b254a14c28085"
integrity sha512-d0tN96BrwPMryYyWR9VfyAntSivn7EQrZCe5Kpxum93tcjTXbKKmKvItFec8AluQt88iTcmAJrahUZUNfzGwTA==
"@langchain/core@^1.1.38":
version "1.1.38"
resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.38.tgz#b5939b2e77af408771c9bb95bf56a5ad8183313e"
integrity sha512-C340wH1YL10CiVOFlEpQMp0zQE85/eBLKX/gi1Lv7shAyUmR3CQ0t/mXlCd5RsZa6ntAN1kDJnp64ArWey9XAA==
dependencies:
"@cfworker/json-schema" "^4.0.2"
"@standard-schema/spec" "^1.1.0"
@@ -117,6 +117,7 @@
langsmith ">=0.5.0 <1.0.0"
mustache "^4.2.0"
p-queue "^6.6.2"
uuid "^11.1.0"
zod "^3.25.76 || ^4"
"@langchain/langgraph-checkpoint@^1.0.1":
@@ -126,23 +127,23 @@
dependencies:
uuid "^10.0.0"
"@langchain/langgraph-sdk@~1.8.9":
version "1.8.10"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.10.tgz#bd175cda1ab629845ef28b22b45f3bdd1f65b029"
integrity sha512-wrB3rkRw5KAmsqezwvKP3midT4qJrV6Hj9XJMYo+cbvXC4HYpSAmyY/VriSyeTFRbLG/OP/pY2Yz+9Z54nSaXQ==
"@langchain/langgraph-sdk@~1.8.1":
version "1.8.3"
resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.3.tgz#deedc9bddd863693c6ab5f3a74058548b040377d"
integrity sha512-Py0S5yVtlOHz410aEsSGLRKjtsK2giDvfPS1JjAjTdcs71khuJufFtUZFwmwdJCbsG4DaGurRLHOAJu9jO4a0g==
dependencies:
"@types/json-schema" "^7.0.15"
p-queue "^9.0.1"
p-retry "^7.1.1"
uuid "^13.0.0"
"@langchain/langgraph@^1.2.9":
version "1.2.9"
resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.9.tgz#4f0ba159062c3649c83cf5f621ef926b96933e32"
integrity sha512-3c7BtGycHC2v9p6w/Hv8L7kEl1YnZYOQTDJtmAp3knk6JOedO7d2bYP3y0SRyhv5orUEGf/KGvx8ZsB/ideP7g==
"@langchain/langgraph@^1.2.6":
version "1.2.6"
resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.6.tgz#e6a578f96fbbc1c54ba78e0298884671dad5d195"
integrity sha512-5cX402dNGN6w9+0mlMU2dgUiKx6Y1tlENp7x05e9ByDbQCHSDc0kyqRWNFLGc7vatQ92S4ylxQrcCJvi8Fr4SQ==
dependencies:
"@langchain/langgraph-checkpoint" "^1.0.1"
"@langchain/langgraph-sdk" "~1.8.9"
"@langchain/langgraph-sdk" "~1.8.1"
"@standard-schema/spec" "1.1.0"
uuid "^10.0.0"
@@ -166,35 +167,35 @@
resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.13.tgz#269fce3ad04ca70b93269ff44cca81b950f542da"
integrity sha512-sySRuBfMKyKO/j2ZAhR8kSembhjuPEV4Ra3AHtmWLq51+iGaudr45crPSzNC5b7/Ctrh9dfUpBuTlYrH6rM58Q==
"@turbo/darwin-64@2.9.7":
version "2.9.7"
resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.9.7.tgz#46fddae01ea7817192dc6ff36a678cc3879b753b"
integrity sha512-wnvOWuVWJ5EUHNKxExEWiGlTeVpLG1L0PCu5MUozyC1P2SHGiWsmpW6/yAuShH91Fa2TAHOvdCRBzriZh4j4Eg==
"@turbo/darwin-64@2.9.3":
version "2.9.3"
resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.9.3.tgz#5d782d341ddebc20822d09ba1393238d4467ae7b"
integrity sha512-P8foouaP+y/p+hhEGBoZpzMbpVvUMwPjDpcy6wN7EYfvvyISD1USuV27qWkczecihwuPJzQ1lDBuL8ERcavTyg==
"@turbo/darwin-arm64@2.9.7":
version "2.9.7"
resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.9.7.tgz#cd7cf3a024509af0f59ae3885216d62fd090fdb6"
integrity sha512-mA0FIPMwwN3lodDkQYaGxj6PeT7ZaN5aCEbkKn/WB+ZB9yJdVWA4J83GH7t43jqDc5dcnVluVN5UFx3plRiXhA==
"@turbo/darwin-arm64@2.9.3":
version "2.9.3"
resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.9.3.tgz#75cd662d9c2a572532ce82d7cae1a30e2497d693"
integrity sha512-SIzEkvtNdzdI50FJDaIQ6kQGqgSSdFPcdn0wqmmONN6iGKjy6hsT+EH99GP65FsfV7DLZTh2NmtTIRl2kdoz5Q==
"@turbo/linux-64@2.9.7":
version "2.9.7"
resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.9.7.tgz#25ee9a2cb3042498a3203e14653b14041105020f"
integrity sha512-fEbUYpgb5l7P+q+5tsWF2gw+/GSjUsuUTcnfm+f0lozUjgcjLKyOat6PgtAChmIFcTPchCL/8rJ3TvkBy01gfA==
"@turbo/linux-64@2.9.3":
version "2.9.3"
resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.9.3.tgz#de693a996071654a0bea51c7ed9dc6fdc3950ae8"
integrity sha512-pLRwFmcHHNBvsCySLS6OFabr/07kDT2pxEt/k6eBf/3asiVQZKJ7Rk88AafQx2aYA641qek4RsXvYO3JYpiBug==
"@turbo/linux-arm64@2.9.7":
version "2.9.7"
resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.9.7.tgz#5b19d6249a50cb8153b8f2bc22ad10bbda614fbe"
integrity sha512-VkUjulo9ytfHKUHOS5gy0XPoh4CTKPXWCL8nLdrlHVi9fSut31ECeUqnm/dAbETP5D4xo9mH9XkJ+qMzGe/zmg==
"@turbo/linux-arm64@2.9.3":
version "2.9.3"
resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.9.3.tgz#88fc6fe572d83c5488eeae9b564b57c335f4d856"
integrity sha512-gy6ApUroC2Nzv+qjGtE/uPNkhHAFU4c8God+zd5Aiv9L9uBgHlxVJpHT3XWl5xwlJZ2KWuMrlHTaS5kmNB+q1Q==
"@turbo/windows-64@2.9.7":
version "2.9.7"
resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.9.7.tgz#900645776fa44ff8333e801d890992736f6dbc72"
integrity sha512-/GWdY6/x4aIHqkYJq596Rpdk1x0MkpRPkJcLAoB3yGRwyUms0+u2F1GnV54IbyAZTeKLRWSJKzNC+QwVGdYchA==
"@turbo/windows-64@2.9.3":
version "2.9.3"
resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.9.3.tgz#a7812e4f33972f74daed93b2ac8845f88a68c775"
integrity sha512-d0YelTX6hAsB7kIEtGB3PzIzSfAg3yDoUlHwuwJc3adBXUsyUIs0YLG+1NNtuhcDOUGnWQeKUoJ2pGWvbpRj7w==
"@turbo/windows-arm64@2.9.7":
version "2.9.7"
resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.9.7.tgz#e678d73fdbcbb12a679403fe7ba070fb67f37810"
integrity sha512-xBBgxCC5PK2+WZ1PPRZdp+aJ0bMBcEbweXWux3RUHJvX9ZodcoQySkrW6qt+ahb+uk8ZjyQodLfDwtVSoYds1w==
"@turbo/windows-arm64@2.9.3":
version "2.9.3"
resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.9.3.tgz#1891a89fe87d501e63a7a4367082f3afec18fa6f"
integrity sha512-/08CwpKJl3oRY8nOlh2YgilZVJDHsr60XTNxRhuDeuFXONpUZ5X+Nv65izbG/xBew9qxcJFbDX9/sAmAX+ITcQ==
"@types/esrecurse@^4.3.1":
version "4.3.1"
@@ -216,100 +217,105 @@
resolved "https://registry.yarnpkg.com/@types/json5/-/json5-0.0.29.tgz#ee28707ae94e11d2b827bcbe5270bcea7f3e71ee"
integrity sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==
"@typescript-eslint/eslint-plugin@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.59.1.tgz#781bc6f9002982cfaf75a185240e24ad7276628a"
integrity sha512-BOziFIfE+6osHO9FoJG4zjoHUcvI7fTNBSpdAwrNH0/TLvzjsk2oo8XSSOT2HhqUyhZPfHv4UOffoJ9oEEQ7Ag==
"@types/uuid@^10.0.0":
version "10.0.0"
resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-10.0.0.tgz#e9c07fe50da0f53dc24970cca94d619ff03f6f6d"
integrity sha512-7gqG38EyHgyP1S+7+xomFtL+ZNHcKv6DwNaCZmJmo1vgMugyF3TCnXVg4t1uk89mLNwnLtnY3TpOpCOyp1/xHQ==
"@typescript-eslint/eslint-plugin@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.58.0.tgz#ad40e492f1931f46da1bd888e52b9e56df9063aa"
integrity sha512-RLkVSiNuUP1C2ROIWfqX+YcUfLaSnxGE/8M+Y57lopVwg9VTYYfhuz15Yf1IzCKgZj6/rIbYTmJCUSqr76r0Wg==
dependencies:
"@eslint-community/regexpp" "^4.12.2"
"@typescript-eslint/scope-manager" "8.59.1"
"@typescript-eslint/type-utils" "8.59.1"
"@typescript-eslint/utils" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/scope-manager" "8.58.0"
"@typescript-eslint/type-utils" "8.58.0"
"@typescript-eslint/utils" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
ignore "^7.0.5"
natural-compare "^1.4.0"
ts-api-utils "^2.5.0"
"@typescript-eslint/parser@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.59.1.tgz#835d20a62350659a082a1ae2a60b822c40488905"
integrity sha512-HDQH9O/47Dxi1ceDhBXdaldtf/WV9yRYMjbjCuNk3qnaTD564qwv61Y7+gTxwxRKzSrgO5uhtw584igXVuuZkA==
"@typescript-eslint/parser@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.58.0.tgz#da04ece1967b6c2fe8f10c3473dabf3825795ef7"
integrity sha512-rLoGZIf9afaRBYsPUMtvkDWykwXwUPL60HebR4JgTI8mxfFe2cQTu3AGitANp4b9B2QlVru6WzjgB2IzJKiCSA==
dependencies:
"@typescript-eslint/scope-manager" "8.59.1"
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/typescript-estree" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/scope-manager" "8.58.0"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/typescript-estree" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
debug "^4.4.3"
"@typescript-eslint/project-service@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.59.1.tgz#49efe87c37ef84262f23df8bf62fdc56698ca6fe"
integrity sha512-+MuHQlHiEr00Of/IQbE/MmEoi44znZHbR/Pz7Opq4HryUOlRi+/44dro9Ycy8Fyo+/024IWtw8m4JUMCGTYxDg==
"@typescript-eslint/project-service@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.58.0.tgz#66ceda0aabf7427aec3e2713fa43eb278dead2aa"
integrity sha512-8Q/wBPWLQP1j16NxoPNIKpDZFMaxl7yWIoqXWYeWO+Bbd2mjgvoF0dxP2jKZg5+x49rgKdf7Ck473M8PC3V9lg==
dependencies:
"@typescript-eslint/tsconfig-utils" "^8.59.1"
"@typescript-eslint/types" "^8.59.1"
"@typescript-eslint/tsconfig-utils" "^8.58.0"
"@typescript-eslint/types" "^8.58.0"
debug "^4.4.3"
"@typescript-eslint/scope-manager@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.59.1.tgz#ed90d054fc3db2d0c81464db3a953a94fb85bb58"
integrity sha512-LwuHQI4pDOYVKvmH2dkaJo6YZCSgouVgnS/z7yBPKBMvgtBvyLqiLy9Z6b7+m/TRcX1NFYUqZetI5Y+aT4GEfg==
"@typescript-eslint/scope-manager@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.58.0.tgz#e304142775e49a1b7ac3c8bf2536714447c72cab"
integrity sha512-W1Lur1oF50FxSnNdGp3Vs6P+yBRSmZiw4IIjEeYxd8UQJwhUF0gDgDD/W/Tgmh73mxgEU3qX0Bzdl/NGuSPEpQ==
dependencies:
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
"@typescript-eslint/tsconfig-utils@8.59.1", "@typescript-eslint/tsconfig-utils@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.59.1.tgz#ba2a779a444f1d5cb92a606f9b209d239fd4cab1"
integrity sha512-/0nEyPbX7gRsk0Uwfe4ALwwgxuA66d/l2mhRDNlAvaj4U3juhUtJNq0DsY8M2AYwwb9rEq2hrC3IcIcEt++iJA==
"@typescript-eslint/tsconfig-utils@8.58.0", "@typescript-eslint/tsconfig-utils@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.58.0.tgz#c5a8edb21f31e0fdee565724e1b984171c559482"
integrity sha512-doNSZEVJsWEu4htiVC+PR6NpM+pa+a4ClH9INRWOWCUzMst/VA9c4gXq92F8GUD1rwhNvRLkgjfYtFXegXQF7A==
"@typescript-eslint/type-utils@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.59.1.tgz#9c83d3f2ed9187a815e8120f72c08317e513e409"
integrity sha512-klWPBR2ciQHS3f++ug/mVnWKPjBUo7icEL3FAO1lhAR1Z1i5NQYZ1EannMSRYcq5qCv5wNALlXr6fksRHyYl7w==
"@typescript-eslint/type-utils@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.58.0.tgz#ce0e72cd967ffbbe8de322db6089bd4374be352f"
integrity sha512-aGsCQImkDIqMyx1u4PrVlbi/krmDsQUs4zAcCV6M7yPcPev+RqVlndsJy9kJ8TLihW9TZ0kbDAzctpLn5o+lOg==
dependencies:
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/typescript-estree" "8.59.1"
"@typescript-eslint/utils" "8.59.1"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/typescript-estree" "8.58.0"
"@typescript-eslint/utils" "8.58.0"
debug "^4.4.3"
ts-api-utils "^2.5.0"
"@typescript-eslint/types@8.59.1", "@typescript-eslint/types@^8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.59.1.tgz#c1d014d3f03a97e0113a8899fc9d4e45a7fb0ca9"
integrity sha512-ZDCjgccSdYPw5Bxh+my4Z0lJU96ZDN7jbBzvmEn0FZx3RtU1C7VWl6NbDx94bwY3V5YsgwRzJPOgeY2Q/nLG8A==
"@typescript-eslint/types@8.58.0", "@typescript-eslint/types@^8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.58.0.tgz#e94ae7abdc1c6530e71183c1007b61fa93112a5a"
integrity sha512-O9CjxypDT89fbHxRfETNoAnHj/i6IpRK0CvbVN3qibxlLdo5p5hcLmUuCCrHMpxiWSwKyI8mCP7qRNYuOJ0Uww==
"@typescript-eslint/typescript-estree@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.59.1.tgz#4391fadf98a22c869c5b6522dbf4e491e53e351a"
integrity sha512-OUd+vJS05sSkOip+BkZ/2NS8RMxrAAJemsC6vU3kmfLyeaJT0TftHkV9mcx2107MmsBVXXexhVu4F0TZXyMl4g==
"@typescript-eslint/typescript-estree@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.58.0.tgz#ed233faa8e2f2a2e1357c3e7d553d6465a0ee59a"
integrity sha512-7vv5UWbHqew/dvs+D3e1RvLv1v2eeZ9txRHPnEEBUgSNLx5ghdzjHa0sgLWYVKssH+lYmV0JaWdoubo0ncGYLA==
dependencies:
"@typescript-eslint/project-service" "8.59.1"
"@typescript-eslint/tsconfig-utils" "8.59.1"
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/visitor-keys" "8.59.1"
"@typescript-eslint/project-service" "8.58.0"
"@typescript-eslint/tsconfig-utils" "8.58.0"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/visitor-keys" "8.58.0"
debug "^4.4.3"
minimatch "^10.2.2"
semver "^7.7.3"
tinyglobby "^0.2.15"
ts-api-utils "^2.5.0"
"@typescript-eslint/utils@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.59.1.tgz#cf6204d69701bbbc5b150f98c18aeef0a42c10bd"
integrity sha512-3pIeoXhCeYH9FSCBI8P3iNwJlGuzPlYKkTlen2O9T1DSeeg8UG8jstq6BLk+Mda0qup7mgk4z4XL4OzRaxZ8LA==
"@typescript-eslint/utils@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.58.0.tgz#21a74a7963b0d288b719a4121c7dd555adaab3c3"
integrity sha512-RfeSqcFeHMHlAWzt4TBjWOAtoW9lnsAGiP3GbaX9uVgTYYrMbVnGONEfUCiSss+xMHFl+eHZiipmA8WkQ7FuNA==
dependencies:
"@eslint-community/eslint-utils" "^4.9.1"
"@typescript-eslint/scope-manager" "8.59.1"
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/typescript-estree" "8.59.1"
"@typescript-eslint/scope-manager" "8.58.0"
"@typescript-eslint/types" "8.58.0"
"@typescript-eslint/typescript-estree" "8.58.0"
"@typescript-eslint/visitor-keys@8.59.1":
version "8.59.1"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.59.1.tgz#b5cba576287a3eeb0b400b62813189abcc3f976a"
integrity sha512-LdDNl6C5iJExcM0Yh0PwAIBb9PrSiCsWamF/JyEZawm3kFDnRoaq3LGE4bpyRao/fWeGKKyw7icx0YxrLFC5Cg==
"@typescript-eslint/visitor-keys@8.58.0":
version "8.58.0"
resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.58.0.tgz#2abd55a4be70fd55967aceaba4330b9ba9f45189"
integrity sha512-XJ9UD9+bbDo4a4epraTwG3TsNPeiB9aShrUneAVXy8q4LuwowN+qu89/6ByLMINqvIMeI9H9hOHQtg/ijrYXzQ==
dependencies:
"@typescript-eslint/types" "8.59.1"
"@typescript-eslint/types" "8.58.0"
eslint-visitor-keys "^5.0.0"
acorn-jsx@^5.3.2:
@@ -337,6 +343,13 @@ ajv@^6.14.0:
json-schema-traverse "^0.4.1"
uri-js "^4.2.2"
ansi-styles@^4.1.0:
version "4.3.0"
resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
dependencies:
color-convert "^2.0.1"
ansi-styles@^5.0.0:
version "5.2.0"
resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-5.2.0.tgz#07449690ad45777d1924ac2abb2fc8895dba836b"
@@ -495,11 +508,38 @@ camelcase@6:
resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-6.3.0.tgz#5685b95eb209ac9c0c177467778c9c84df58ba9a"
integrity sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==
chalk@^4.1.2:
version "4.1.2"
resolved "https://registry.yarnpkg.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
dependencies:
ansi-styles "^4.1.0"
supports-color "^7.1.0"
color-convert@^2.0.1:
version "2.0.1"
resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
dependencies:
color-name "~1.1.4"
color-name@~1.1.4:
version "1.1.4"
resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
concat-map@0.0.1:
version "0.0.1"
resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
integrity sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==
console-table-printer@^2.12.1:
version "2.14.6"
resolved "https://registry.yarnpkg.com/console-table-printer/-/console-table-printer-2.14.6.tgz#edfe0bf311fa2701922ed509443145ab51e06436"
integrity sha512-MCBl5HNVaFuuHW6FGbL/4fB7N/ormCy+tQ+sxTrF6QtSbSNETvPuOVbkJBhzDgYhvjWGrTma4eYJa37ZuoQsPw==
dependencies:
simple-wcswidth "^1.0.1"
cross-spawn@^7.0.6:
version "7.0.6"
resolved "https://registry.yarnpkg.com/cross-spawn/-/cross-spawn-7.0.6.tgz#8a58fe78f00dcd70c370451759dfbfaf03e8ee9f"
@@ -786,17 +826,17 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==
eslint@^10.2.1:
version "10.2.1"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.2.1.tgz#224b2a6caeb34473eddcf918762363e2e063222a"
integrity sha512-wiyGaKsDgqXvF40P8mDwiUp/KQjE1FdrIEJsM8PZ3XCiniTMXS3OHWWUe5FI5agoCnr8x4xPrTDZuxsBlNHl+Q==
eslint@^10.1.0:
version "10.1.0"
resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.1.0.tgz#9ca98e654e642ab2e1af6d1e9d8613857ac341b4"
integrity sha512-S9jlY/ELKEUwwQnqWDO+f+m6sercqOPSqXM5Go94l7DOmxHVDgmSFGWEzeE/gwgTAr0W103BWt0QLe/7mabIvA==
dependencies:
"@eslint-community/eslint-utils" "^4.8.0"
"@eslint-community/regexpp" "^4.12.2"
"@eslint/config-array" "^0.23.5"
"@eslint/config-helpers" "^0.5.5"
"@eslint/core" "^1.2.1"
"@eslint/plugin-kit" "^0.7.1"
"@eslint/config-array" "^0.23.3"
"@eslint/config-helpers" "^0.5.3"
"@eslint/core" "^1.1.1"
"@eslint/plugin-kit" "^0.6.1"
"@humanfs/node" "^0.16.6"
"@humanwhocodes/module-importer" "^1.0.1"
"@humanwhocodes/retry" "^0.4.2"
@@ -1019,6 +1059,11 @@ has-bigints@^1.0.2:
resolved "https://registry.yarnpkg.com/has-bigints/-/has-bigints-1.1.0.tgz#28607e965ac967e03cd2a2c70a2636a1edad49fe"
integrity sha512-R3pbpkcIqv2Pm3dUwgjclDRVmWpTJW2DcMzcIhEXEx1oh/CEMObMm3KLmRJOdvhM7o4uQBnwr8pzRK2sJWIqfg==
has-flag@^4.0.0:
version "4.0.0"
resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
has-property-descriptors@^1.0.0, has-property-descriptors@^1.0.2:
version "1.0.2"
resolved "https://registry.yarnpkg.com/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz#963ed7d071dc7bf5f084c5bfbe0d1b6222586854"
@@ -1327,12 +1372,16 @@ keyv@^4.5.4:
json-buffer "3.0.1"
"langsmith@>=0.5.0 <1.0.0":
version "0.5.20"
resolved "https://registry.yarnpkg.com/langsmith/-/langsmith-0.5.20.tgz#4021847d2ccd5a86c5eb96060f9bb5f19f80eca5"
integrity sha512-ULhLM8RswvQDXufLtNtvclHrWCBx8Cb5UPI6lAZC+8Dq59iHsVPz/3Ac9khWNm1VIvChRsuykixD/WrmzuuA3Q==
version "0.5.4"
resolved "https://registry.yarnpkg.com/langsmith/-/langsmith-0.5.4.tgz#f75b82b08e30db72a7d1d595b341e9666bd525e5"
integrity sha512-qYkNIoKpf0ZYt+cYzrDV+XI3FCexApmZmp8EMs3eDTMv0OvrHMLoxJ9IpkeoXJSX24+GPk0/jXjKx2hWerpy9w==
dependencies:
p-queue "6.6.2"
uuid "10.0.0"
"@types/uuid" "^10.0.0"
chalk "^4.1.2"
console-table-printer "^2.12.1"
p-queue "^6.6.2"
semver "^7.6.3"
uuid "^10.0.0"
levn@^0.4.1:
version "0.4.1"
@@ -1479,7 +1528,7 @@ p-locate@^5.0.0:
dependencies:
p-limit "^3.0.2"
p-queue@6.6.2, p-queue@^6.6.2:
p-queue@^6.6.2:
version "6.6.2"
resolved "https://registry.yarnpkg.com/p-queue/-/p-queue-6.6.2.tgz#2068a9dcf8e67dd0ec3e7a2bcb76810faa85e426"
integrity sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==
@@ -1558,10 +1607,10 @@ prettier-linter-helpers@^1.0.1:
dependencies:
fast-diff "^1.1.2"
prettier@^3.8.3:
version "3.8.3"
resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.3.tgz#560f2de55bf01b4c0503bc629d5df99b9a1d09b0"
integrity sha512-7igPTM53cGHMW8xWuVTydi2KO233VFiTNyF5hLJqpilHfmn8C8gPf+PS7dUT64YcXFbiMGZxS9pCSxL/Dxm/Jw==
prettier@^3.8.1:
version "3.8.1"
resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.1.tgz#edf48977cf991558f4fcbd8a3ba6015ba2a3a173"
integrity sha512-UOnG6LftzbdaHZcKoPFtOcCKztrQ57WkHDeRD9t/PTQtmT0NHSeWWepj6pS0z/N7+08BHFDQVUrfmfMRcZwbMg==
punycode@^2.1.0:
version "2.3.1"
@@ -1641,6 +1690,11 @@ semver@^6.3.1:
resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==
semver@^7.6.3:
version "7.7.2"
resolved "https://registry.yarnpkg.com/semver/-/semver-7.7.2.tgz#67d99fdcd35cec21e6f8b87a7fd515a33f982b58"
integrity sha512-RF0Fw+rO5AMf9MAyaRXI4AV0Ulj5lMHqVxxdSgiVbixSCXoEmmX/jk0CuJw4+3SqroYO9VoUh+HcuJivvtJemA==
semver@^7.7.3:
version "7.7.4"
resolved "https://registry.yarnpkg.com/semver/-/semver-7.7.4.tgz#28464e36060e991fa7a11d0279d2d3f3b57a7e8a"
@@ -1729,6 +1783,11 @@ side-channel@^1.1.0:
side-channel-map "^1.0.1"
side-channel-weakmap "^1.0.2"
simple-wcswidth@^1.0.1:
version "1.1.2"
resolved "https://registry.yarnpkg.com/simple-wcswidth/-/simple-wcswidth-1.1.2.tgz#66722f37629d5203f9b47c5477b1225b85d6525b"
integrity sha512-j7piyCjAeTDSjzTSQ7DokZtMNwNlEAyxqSZeCS+CXH7fJ4jx3FuJ/mTW3mE+6JLs4VJBbcll0Kjn+KXI5t21Iw==
stop-iteration-iterator@^1.1.0:
version "1.1.0"
resolved "https://registry.yarnpkg.com/stop-iteration-iterator/-/stop-iteration-iterator-1.1.0.tgz#f481ff70a548f6124d0312c3aa14cbfa7aa542ad"
@@ -1779,6 +1838,13 @@ strip-json-comments@^3.1.1:
resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-3.1.1.tgz#31f1281b3832630434831c310c01cccda8cbe006"
integrity sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig==
supports-color@^7.1.0:
version "7.2.0"
resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
dependencies:
has-flag "^4.0.0"
supports-preserve-symlinks-flag@^1.0.0:
version "1.0.0"
resolved "https://registry.yarnpkg.com/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz#6eda4bd344a3c94aea376d4cc31bc77311039e09"
@@ -1814,17 +1880,17 @@ tsconfig-paths@^3.15.0:
minimist "^1.2.6"
strip-bom "^3.0.0"
turbo@^2.9.7:
version "2.9.7"
resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.9.7.tgz#da6d5a821f0bde5174e1a55af6690dad5c2fb004"
integrity sha512-epxzqVO2s0IxcSWcgb+qKrtco8isfe7g3VtiS6hkYnEK4A9XQDZbrtavQ6MtWR1KoQn+1fUomaQth2rfRHlUlg==
turbo@^2.9.3:
version "2.9.3"
resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.9.3.tgz#4f0adf2c8677edd7b46d400629c99e9e26e58e44"
integrity sha512-J/VUvsGRykPb9R8Kh8dHVBOqioDexLk9BhLCU/ZybRR+HN9UR3cURdazFvNgMDt9zPP8TF6K73Z+tplfmi0PqQ==
optionalDependencies:
"@turbo/darwin-64" "2.9.7"
"@turbo/darwin-arm64" "2.9.7"
"@turbo/linux-64" "2.9.7"
"@turbo/linux-arm64" "2.9.7"
"@turbo/windows-64" "2.9.7"
"@turbo/windows-arm64" "2.9.7"
"@turbo/darwin-64" "2.9.3"
"@turbo/darwin-arm64" "2.9.3"
"@turbo/linux-64" "2.9.3"
"@turbo/linux-arm64" "2.9.3"
"@turbo/windows-64" "2.9.3"
"@turbo/windows-arm64" "2.9.3"
type-check@^0.4.0, type-check@~0.4.0:
version "0.4.0"
@@ -1900,11 +1966,16 @@ uri-js@^4.2.2:
dependencies:
punycode "^2.1.0"
uuid@10.0.0, uuid@^10.0.0:
uuid@^10.0.0:
version "10.0.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==
uuid@^11.1.0:
version "11.1.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.0.tgz#9549028be1753bb934fc96e2bca09bb4105ae912"
integrity sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==
uuid@^13.0.0:
version "13.0.0"
resolved "https://registry.yarnpkg.com/uuid/-/uuid-13.0.0.tgz#263dc341b19b4d755eb8fe36b78d95a6b65707e8"
+1 -1
View File
@@ -1 +1 @@
__version__ = "0.4.25"
__version__ = "0.4.21"
-124
View File
@@ -1,124 +0,0 @@
"""Shared ignore-file handling for local source filtering."""
import pathlib
from dataclasses import dataclass
import pathspec
_ALWAYS_EXCLUDE = [
"__pycache__/",
".git/",
".venv/",
"venv/",
"node_modules/",
".tox/",
".mypy_cache/",
]
_ALWAYS_EXCLUDE_NAMES = frozenset(
pattern.rstrip("/").split("/")[-1] for pattern in _ALWAYS_EXCLUDE
)
_GLOB_CHARS = frozenset("*?[")
@dataclass(frozen=True, slots=True)
class _NegatedDockerignoreHints:
exact_dirs: frozenset[pathlib.PurePosixPath] = frozenset()
wildcard_prefixes: frozenset[pathlib.PurePosixPath] = frozenset()
recurse_all: bool = False
def requires_dir_walk(self, path: pathlib.PurePosixPath) -> bool:
if self.recurse_all or path in self.exact_dirs:
return True
return any(
path == prefix or path in prefix.parents or prefix in path.parents
for prefix in self.wildcard_prefixes
)
def _build_ignore_spec(
directory: pathlib.Path, *, include_gitignore: bool = True
) -> pathspec.PathSpec:
"""Build a PathSpec combining built-in exclusions with ignore files.
Always excludes common non-source directories (`_ALWAYS_EXCLUDE`). On top
of that, patterns from `.dockerignore` are merged in. `.gitignore` patterns
are optional because some callers need Docker build-context semantics,
while archive creation wants both files.
"""
lines: list[str] = list(_ALWAYS_EXCLUDE)
ignore_files = [".dockerignore"]
if include_gitignore:
ignore_files.append(".gitignore")
for name in ignore_files:
ignore_file = directory / name
if ignore_file.is_file():
lines.extend(ignore_file.read_text(encoding="utf-8").splitlines())
return pathspec.PathSpec.from_lines("gitwildmatch", lines)
def _is_always_excluded(path: pathlib.PurePosixPath, *, is_dir: bool) -> bool:
"""Whether `path` lives inside a built-in excluded directory."""
parent_parts = path.parts if is_dir else path.parts[:-1]
return any(part in _ALWAYS_EXCLUDE_NAMES for part in parent_parts)
def _build_dockerignore_negation_hints(
directory: pathlib.Path,
) -> _NegatedDockerignoreHints:
"""Summarize which ignored directories must still be traversed.
Most negations only require walking a small, concrete chain of parent
directories (for example `!assets/keep.txt` requires entering `assets/`).
Broader glob negations may force a wider walk.
"""
ignore_file = directory / ".dockerignore"
if not ignore_file.is_file():
return _NegatedDockerignoreHints()
exact_dirs: set[pathlib.PurePosixPath] = set()
wildcard_prefixes: set[pathlib.PurePosixPath] = set()
recurse_all = False
for raw_line in ignore_file.read_text(encoding="utf-8").splitlines():
line = raw_line.strip()
if not line or line.startswith("#") or line.startswith("\\!"):
continue
if line.startswith("\\#"):
line = line[1:]
if not line.startswith("!"):
continue
pattern = line[1:].lstrip("/")
while pattern.startswith("./"):
pattern = pattern[2:]
pattern = pattern.rstrip("/")
parts = [part for part in pattern.split("/") if part and part != "."]
if not parts:
recurse_all = True
continue
wildcard_index = next(
(
idx
for idx, part in enumerate(parts)
if any(char in part for char in _GLOB_CHARS)
),
None,
)
if wildcard_index is not None:
literal_parts = parts[:wildcard_index]
if not literal_parts:
recurse_all = True
continue
wildcard_prefixes.add(pathlib.PurePosixPath(*literal_parts))
continue
parent_parts = parts[:-1]
for idx in range(1, len(parent_parts) + 1):
exact_dirs.add(pathlib.PurePosixPath(*parent_parts[:idx]))
return _NegatedDockerignoreHints(
exact_dirs=frozenset(exact_dirs),
wildcard_prefixes=frozenset(wildcard_prefixes),
recurse_all=recurse_all,
)
+3 -10
View File
@@ -26,15 +26,8 @@ class LogData(TypedDict):
params: dict[str, Any]
def get_anonymized_params(
kwargs: dict[str, Any], *, cli_command: str
) -> dict[str, bool | str]:
params: dict[str, bool | str] = {}
if cli_command == "deploy" and (
analytics_source := os.getenv("LANGGRAPH_CLI_ANALYTICS_SOURCE")
):
params["source"] = analytics_source
def get_anonymized_params(kwargs: dict[str, Any]) -> dict[str, bool]:
params = {}
# anonymize params with values
if config := kwargs.get("config"):
@@ -95,7 +88,7 @@ def log_command(func):
"python_version": platform.python_version(),
"cli_version": __version__,
"cli_command": func.__name__,
"params": get_anonymized_params(kwargs, cli_command=func.__name__),
"params": get_anonymized_params(kwargs),
}
background_thread = threading.Thread(target=log_data, args=(data,))
+24 -1
View File
@@ -9,12 +9,35 @@ from contextlib import contextmanager
import click
import pathspec
from langgraph_cli._ignore import _build_ignore_spec
from langgraph_cli.config import Config, _assemble_local_deps
_WARN_SIZE = 50 * 1024 * 1024 # 50 MB
_MAX_SIZE = 200 * 1024 * 1024 # 200 MB
_ALWAYS_EXCLUDE = [
"__pycache__/",
".git/",
".venv/",
"venv/",
"node_modules/",
".tox/",
".mypy_cache/",
]
def _build_ignore_spec(directory: pathlib.Path) -> pathspec.PathSpec:
"""Build a PathSpec combining built-in exclusions with .dockerignore and .gitignore.
Always excludes common non-source directories (_ALWAYS_EXCLUDE). On top of
that, patterns from .dockerignore and .gitignore (if present) are merged in.
"""
lines: list[str] = list(_ALWAYS_EXCLUDE)
for name in (".dockerignore", ".gitignore"):
ignore_file = directory / name
if ignore_file.is_file():
lines.extend(ignore_file.read_text(encoding="utf-8").splitlines())
return pathspec.PathSpec.from_lines("gitwildmatch", lines)
def _tar_filter(tarinfo: tarfile.TarInfo) -> tarfile.TarInfo | None:
"""Strip symlinks, hardlinks, and traversal paths from archive."""
+86 -325
View File
@@ -115,172 +115,6 @@ class BuildResult:
show_build_logs_on_failure: bool = False
# ---------------------------------------------------------------------------
# Structured output emitter
# ---------------------------------------------------------------------------
_emitter: "_Emitter | None" = None
_no_input: bool = False
class _Emitter:
"""Dual-mode output: JSON-lines (``--json``) or human-readable click text."""
def __init__(self, json_mode: bool) -> None:
self._json = json_mode
@property
def json_mode(self) -> bool:
return self._json
# -- Structured event helpers ------------------------------------------
def step(self, step: int, message: str, **extra: object) -> None:
if self._json:
self._write({"event": "step", "step": step, "message": message, **extra})
else:
click.secho(f"{step}. {message}", fg="cyan")
def info(self, message: str, **extra: object) -> None:
if self._json:
self._write({"event": "info", "message": message, **extra})
else:
click.secho(f" {message}", fg="green")
def warn(self, message: str, **extra: object) -> None:
"""Warning nested under a step. Text mode indents; JSON mode strips leading whitespace."""
if self._json:
self._write({"event": "warn", "message": message.lstrip(), **extra})
else:
click.secho(f" {message}", fg="yellow")
def note(self, message: str, **extra: object) -> None:
"""Top-level banner (pre-step). Text mode does not indent."""
if self._json:
self._write({"event": "note", "message": message, **extra})
else:
click.secho(message, fg="yellow")
def error(self, message: str, **extra: object) -> None:
if self._json:
self._write({"event": "error", "message": message, **extra})
else:
click.secho(f" {message}", fg="red")
def status_change(
self,
status: str,
elapsed_seconds: float,
finished: bool = False,
) -> None:
mins, secs = divmod(int(elapsed_seconds), 60)
elapsed_str = f"{mins}m {secs:02d}s" if mins else f"{secs}s"
if self._json:
self._write(
{
"event": "status_change",
"status": status,
"elapsed_seconds": round(elapsed_seconds, 1),
"message": f"{status}... ({elapsed_str})",
}
)
else:
click.echo(f" {status}... ({elapsed_str})")
def log(self, message: str) -> None:
if self._json:
self._write({"event": "log", "message": message})
else:
click.echo(f" | {message}")
def status_url(self, url: str) -> None:
if self._json:
self._write({"event": "status_url", "url": url})
else:
click.secho(f" View status: {url}", fg="cyan")
def result(
self,
status: str,
*,
deployment_id: str,
url: str | None = None,
status_url: str | None = None,
fallback_status_message: str | None = None,
) -> None:
if self._json:
if status == "succeeded":
message = "Deployment successful!"
elif status == "failed":
message = "Deployment failed"
else:
message = "Timed out waiting for deployment."
payload: dict = {
"event": "result",
"status": status,
"deployment_id": deployment_id,
"message": message,
}
if url:
payload["url"] = url
if status_url:
payload["status_url"] = status_url
self._write(payload)
else:
if status == "succeeded":
click.secho(" Deployment successful!", fg="green")
if url:
click.secho(f" URL: {url}", fg="green")
if status_url:
click.secho(f" View status: {status_url}", fg="green")
elif status == "failed":
click.secho(" Deployment failed", fg="red")
if status_url:
click.secho(f" View status: {status_url}", fg="red")
elif status == "timed_out":
click.secho(" Timed out waiting for deployment.", fg="yellow")
if status_url:
click.secho(f" Check status at: {status_url}", fg="yellow")
elif fallback_status_message:
click.secho(f" {fallback_status_message}", fg="yellow")
def heartbeat(self, status: str, elapsed_seconds: float) -> None:
if self._json:
mins, secs = divmod(int(elapsed_seconds), 60)
elapsed_str = f"{mins}m {secs:02d}s" if mins else f"{secs}s"
self._write(
{
"event": "heartbeat",
"status": status,
"elapsed_seconds": round(elapsed_seconds, 1),
"message": f"{status}... ({elapsed_str})",
}
)
def upload_progress(self, size_mb: float, pct: int) -> None:
if self._json:
self._write(
{
"event": "upload_progress",
"size_mb": round(size_mb, 1),
"pct": pct,
}
)
else:
click.echo(f"\r Uploading ({size_mb:.1f} MB)... {pct}%", nl=False)
def _write(self, obj: dict) -> None:
import sys as _sys
_sys.stdout.write(json_mod.dumps(obj, default=str) + "\n")
_sys.stdout.flush()
def _get_emitter() -> _Emitter:
"""Return the module-level emitter (falls back to text mode)."""
return _emitter or _Emitter(json_mode=False)
# ---------------------------------------------------------------------------
# Validators
# ---------------------------------------------------------------------------
@@ -338,16 +172,15 @@ def find_deployment_id_by_name(
# ---------------------------------------------------------------------------
def normalize_name(value: str | None) -> str:
"""Sanitize a deployment/directory name into a valid deployment name.
def normalize_image_name(value: str | None) -> str:
"""Sanitize a deployment/directory name into a valid Docker repository name.
LangSmith Deployment names only allow lowercase
alphanumeric characters and hyphens ([a-z0-9-]).
Invalid characters are replaced with hyphens.
Docker repository names must be lowercase and may only contain
[a-z0-9._-]. Invalid characters are replaced with hyphens.
"""
if not value:
return "app"
slug = re.sub(r"[^a-z0-9-]+", "-", value.lower()).strip("-")
slug = re.sub(r"[^a-z0-9._-]+", "-", value.lower()).strip("-.")
return slug or "app"
@@ -474,8 +307,9 @@ def _resolve_env_path(
if isinstance(env_field, str):
env_path = (config_path.parent / env_field).resolve()
if not env_path.exists():
_get_emitter().note(
f"Warning: env file '{env_field}' specified in langgraph.json not found."
click.secho(
f"Warning: env file '{env_field}' specified in langgraph.json not found.",
fg="yellow",
)
return None
return env_path
@@ -509,7 +343,7 @@ def _secrets_from_env(
secrets: list[dict[str, str]] = []
for name, value in env_vars.items():
if name in RESERVED_ENV_VARS:
_get_emitter().note(f"Skipping reserved env var: {name}")
click.secho(f" Skipping reserved env var: {name}", fg="yellow")
continue
if not value:
continue
@@ -552,8 +386,8 @@ def _resolve_build_mode(
# ---------------------------------------------------------------------------
def _log_deploy_step(step: int, message: str, **extra: object) -> None:
_get_emitter().step(step, message, **extra)
def _log_deploy_step(step: int, message: str) -> None:
click.secho(f"{step}. {message}", fg="cyan")
def _resolve_deployment(
@@ -577,13 +411,12 @@ def _resolve_deployment(
found_id = _call_host_backend_with_optional_tenant(
client, lambda c: find_deployment_id_by_name(c, name)
)
em = _get_emitter()
if found_id:
deployment_id = str(found_id)
em.info(f"Found existing deployment (ID: {deployment_id})")
click.secho(f" Found existing deployment (ID: {deployment_id})", fg="green")
else:
needs_creation = True
em.warn(not_found_message)
click.secho(not_found_message, fg="yellow")
return deployment_id, needs_creation, step + 1
@@ -611,7 +444,7 @@ def _create_deployment(
raise HostBackendError(
"POST /v2/deployments succeeded but response missing a valid 'id'"
)
_get_emitter().info(f"Deployment ID: {created_id}", deployment_id=created_id)
click.secho(f" Deployment ID: {created_id}", fg="green")
return created_id, step + 1
@@ -625,36 +458,21 @@ def _smith_dashboard_base_url(host_url: str | None) -> str:
hostname = parsed.hostname or ""
if hostname in ("localhost", "127.0.0.1"):
return host_url.rstrip("/")
api_host_suffix = "api.host.langchain.com"
if hostname == api_host_suffix:
return "https://smith.langchain.com"
if hostname.endswith(f".{api_host_suffix}"):
prefix = hostname[: -(len(api_host_suffix) + 1)]
return f"https://{prefix}.smith.langchain.com"
if hostname.startswith("eu."):
return "https://eu.smith.langchain.com"
return "https://smith.langchain.com"
def _get_deployment_status_url(
def _print_deployment_status_url(
updated: object, deployment_id: str, host_url: str | None = None
) -> str | None:
"""Compute the LangSmith dashboard URL for a deployment, if possible."""
) -> None:
"""Print the deployment status URL when tenant metadata is available."""
tenant_id = updated.get("tenant_id") if isinstance(updated, dict) else None
if not tenant_id:
return None
return
base = _smith_dashboard_base_url(host_url)
return f"{base}/o/{tenant_id}/host/deployments/{deployment_id}"
def _emit_deployment_status_url(
updated: object, deployment_id: str, host_url: str | None = None
) -> str | None:
"""Emit the deployment status URL and return it."""
url = _get_deployment_status_url(updated, deployment_id, host_url)
if url:
_get_emitter().status_url(url)
return url
status_url = f"{base}/o/{tenant_id}/host/deployments/{deployment_id}"
click.secho(f" View status: {status_url}", fg="cyan")
def _poll_revision_status(
@@ -668,7 +486,6 @@ def _poll_revision_status(
on_interrupt: Callable[[str], None] | None = None,
) -> tuple[str, str | None]:
"""Poll latest revision status until terminal status or timeout."""
em = _get_emitter()
revisions_resp = client.list_revisions(deployment_id, limit=1)
resources = (
revisions_resp.get("resources", []) if isinstance(revisions_resp, dict) else []
@@ -680,11 +497,7 @@ def _poll_revision_status(
last_status = ""
deadline = time.time() + timeout_seconds
start_time = time.monotonic()
last_heartbeat = start_time
json_mode = em.json_mode
with Progress(
message=progress_message, elapsed=True, json_mode=json_mode
) as set_progress:
with Progress(message=progress_message, elapsed=True) as set_progress:
while time.time() < deadline:
try:
rev = client.get_revision(deployment_id, revision_id)
@@ -701,15 +514,14 @@ def _poll_revision_status(
if status != last_status:
set_progress("")
if last_status:
em.status_change(last_status, time.monotonic() - start_time)
elapsed = time.monotonic() - start_time
mins, secs = divmod(int(elapsed), 60)
elapsed_str = f"{mins}m {secs:02d}s" if mins else f"{secs}s"
click.echo(f" {last_status}... ({elapsed_str})")
last_status = status
if status in _TERMINAL_STATUSES:
break
set_progress(f"{status}...")
last_heartbeat = time.monotonic()
elif json_mode and time.monotonic() - last_heartbeat > 10:
em.heartbeat(last_status, time.monotonic() - start_time)
last_heartbeat = time.monotonic()
if on_poll is not None:
on_poll(status, revision_id, set_progress)
@@ -726,10 +538,8 @@ def _print_deployment_result(
last_status: str,
*,
dashboard_label: str,
status_url: str | None = None,
) -> None:
"""Print final deployment status and raise on failure."""
em = _get_emitter()
dep_info = client.get_deployment(deployment_id)
custom_url = None
if isinstance(dep_info, dict):
@@ -738,28 +548,24 @@ def _print_deployment_result(
custom_url = sc.get("custom_url")
if last_status == "DEPLOYED":
em.result(
"succeeded",
deployment_id=deployment_id,
url=custom_url,
status_url=status_url,
)
click.secho(" Deployment successful!", fg="green")
if custom_url:
click.secho(f" URL: {custom_url}", fg="green")
elif last_status in ("BUILD_FAILED", "DEPLOY_FAILED", "CREATE_FAILED"):
em.result(
"failed",
deployment_id=deployment_id,
status_url=status_url,
)
click.secho(f" Deployment failed: {last_status}", fg="red")
raise click.exceptions.Exit(1)
else:
em.result(
"timed_out",
deployment_id=deployment_id,
status_url=status_url,
fallback_status_message=(
f"Check status in the LangSmith {dashboard_label}."
),
click.secho(
f" Timed out waiting for deployment (last status: {last_status}).",
fg="yellow",
)
if custom_url:
click.secho(f" Check status at: {custom_url}", fg="yellow")
else:
click.secho(
f" Check status in the LangSmith {dashboard_label}.",
fg="yellow",
)
# ---------------------------------------------------------------------------
@@ -788,16 +594,14 @@ def _docker_config_for_token(registry_host: str, token: str):
# ---------------------------------------------------------------------------
_UPLOAD_TIMEOUT_SECONDS = 300
_BYTES_PER_MIB = 1_048_576
class _ProgressReader:
"""File-like wrapper that reports upload progress via the emitter."""
"""File-like wrapper that displays upload progress via click."""
def __init__(self, fobj, file_size: int, emitter: "_Emitter"):
def __init__(self, fobj, file_size: int):
self._fobj = fobj
self._file_size = file_size
self._emitter = emitter
self._uploaded = 0
def read(self, size=-1):
@@ -807,7 +611,10 @@ class _ProgressReader:
pct = (
int(self._uploaded * 100 / self._file_size) if self._file_size else 100
)
self._emitter.upload_progress(self._file_size / _BYTES_PER_MIB, pct)
click.echo(
f"\r Uploading ({self._file_size / 1_048_576:.1f} MB)... {pct}%",
nl=False,
)
return data
def __len__(self):
@@ -819,13 +626,10 @@ def _upload_to_gcs(signed_url: str, file_path: str, file_size: int) -> None:
import urllib.error
import urllib.request
em = _get_emitter()
with open(file_path, "rb") as f:
reader = _ProgressReader(f, file_size, em)
req = urllib.request.Request(
signed_url,
data=reader,
data=_ProgressReader(f, file_size),
method="PUT",
headers={
"Content-Type": "application/gzip",
@@ -840,8 +644,7 @@ def _upload_to_gcs(signed_url: str, file_path: str, file_size: int) -> None:
raise click.ClickException(
f"Upload failed with status {err.code}: {detail}"
) from None
if not em.json_mode:
click.echo()
click.echo()
# ---------------------------------------------------------------------------
@@ -949,7 +752,7 @@ def _run_local_build(
if "://" in normalized_registry:
normalized_registry = normalized_registry.split("//", 1)[1]
repo_seed = image_name or name or config.parent.name
repo_name = normalize_name(repo_seed)
repo_name = normalize_image_name(repo_seed)
tag_value = normalize_image_tag(tag)
remote_image = f"{normalized_registry}/{repo_name}:{tag_value}"
@@ -1008,8 +811,9 @@ def _run_local_build(
break
except click.exceptions.Exit:
if attempt < max_push_retries - 1:
_get_emitter().warn(
f" Push failed, retrying (attempt {attempt + 2} of {max_push_retries})..."
click.secho(
f" Push failed, retrying (attempt {attempt + 2} of {max_push_retries})...",
fg="yellow",
)
else:
raise
@@ -1043,10 +847,9 @@ def _run_remote_build(
"""Upload source tarball and trigger a remote build."""
from langgraph_cli.archive import create_archive
em = _get_emitter()
_log_deploy_step(step, "Creating source archive")
with create_archive(config, config_json) as (archive_path, file_size, config_rel):
em.info(f"Archive created ({file_size / _BYTES_PER_MIB:.1f} MB)")
click.secho(f" Archive created ({file_size / 1_048_576:.1f} MB)", fg="green")
step += 1
_log_deploy_step(step, "Requesting upload URL")
@@ -1094,12 +897,12 @@ def _run_remote_build(
if has_output:
set_progress("")
if not logs_header_printed:
em.info(f"{status} (build logs):")
click.echo(f" {status} (build logs):")
logs_header_printed = True
for entry in entries:
msg = entry.get("message", "")
if msg:
em.log(msg)
click.echo(f" | {msg}")
log_offset = logs_resp.get("next_offset") or log_offset
if has_output:
set_progress(f"{status}...")
@@ -1107,10 +910,11 @@ def _run_remote_build(
pass
def _handle_interrupt(revision_id: str) -> None:
em.warn(
f"\nInterrupted. Deployment ID: {deployment_id}, Revision ID: {revision_id}"
click.secho(
f"\n Interrupted. Deployment ID: {deployment_id}, Revision ID: {revision_id}",
fg="yellow",
)
em.warn("The build will continue remotely.")
click.secho(" The build will continue remotely.", fg="yellow")
return BuildResult(
updated=updated if isinstance(updated, dict) else {},
@@ -1148,20 +952,12 @@ def _create_host_backend_client(
resolved_api_key = val
break
if not resolved_api_key:
if _no_input:
raise click.ClickException(
"No LangSmith API key found. Set LANGSMITH_API_KEY in the "
"environment or .env file."
)
click.secho(
"No LangSmith API key found. Create one at Settings > API Keys in LangSmith.",
fg="yellow",
)
resolved_api_key = click.prompt("Enter LangSmith API key", hide_input=True)
tenant_id = env_vars.get("LANGSMITH_TENANT_ID") or os.environ.get(
"LANGSMITH_TENANT_ID"
)
return HostBackendClient(host_url, resolved_api_key, tenant_id=tenant_id)
return HostBackendClient(host_url, resolved_api_key)
def _call_host_backend_with_optional_tenant(
@@ -1186,12 +982,6 @@ def _call_host_backend_with_optional_tenant(
and err.status_code == 403
and "requires workspace specification" in err.message
):
if _no_input:
raise click.ClickException(
"API key is org-scoped and requires a workspace ID. "
"Set LANGSMITH_TENANT_ID in your .env file or "
"use a workspace-scoped API key."
) from None
click.secho(
"Your API key is org-scoped and requires a workspace ID.",
fg="yellow",
@@ -1399,19 +1189,6 @@ def _deploy_base_options(
"if Docker is not available locally."
),
),
click.option(
"--json",
"json_output",
is_flag=True,
default=False,
help="Emit structured JSON-lines to stdout instead of human-readable text.",
),
click.option(
"--no-input",
is_flag=True,
default=False,
help="Never prompt for input; fail with an error if a required value is missing.",
),
]
if include_docker_args:
# Only attach build args to the default command; on the group they
@@ -1479,50 +1256,36 @@ def _deploy_cmd(
no_wait: bool,
remote_build_flag: bool | None,
docker_build_args: Sequence[str],
json_output: bool,
no_input: bool,
):
global _emitter, _no_input
_emitter = _Emitter(json_mode=json_output)
_no_input = no_input
em = _emitter
em.note(
"Note: 'langgraph deploy' is in beta. Expect frequent updates and improvements."
click.secho(
"Note: 'langgraph deploy' is in beta. Expect frequent updates and improvements.",
fg="yellow",
)
if not json_output:
click.echo()
click.echo()
# -- 1. Preflight --
validate_deploy_commands(install_command, build_command)
config_json = langgraph_cli.config.validate_config_file(config)
warn_non_wolfi_distro(config_json, emit=em.note)
warn_non_wolfi_distro(config_json)
env_vars = _parse_env_from_config(config_json, config)
if not deployment_id and not name:
name = env_vars.get(_DEPLOYMENT_NAME_ENV)
if not deployment_id and not name:
default_name = normalize_name(pathlib.Path.cwd().name)
if no_input:
name = default_name
else:
name = click.prompt("Deployment name", default=default_name)
if name and not deployment_id:
name = normalize_name(name)
if not no_input:
env_path = _resolve_env_path(config_json, config)
if env_path is not None:
set_key(str(env_path), _DEPLOYMENT_NAME_ENV, name)
em.info(f"Saved deployment name to {env_path}")
default_name = normalize_image_name(pathlib.Path.cwd().name)
name = click.prompt("Deployment name", default=default_name)
env_path = _resolve_env_path(config_json, config)
if env_path is not None:
set_key(str(env_path), _DEPLOYMENT_NAME_ENV, name)
click.echo(f"Saved deployment name to {env_path}")
secrets = _secrets_from_env(_env_without_deployment_name(env_vars))
use_remote_build, local_build_error = _resolve_build_mode(remote_build_flag)
if use_remote_build and remote_build_flag is None and local_build_error:
em.note(f"{local_build_error}\nUsing remote build instead.")
if not json_output:
click.echo()
click.secho(f"{local_build_error}\nUsing remote build instead.", fg="yellow")
click.echo()
# -- 2. Resolve / create deployment --
client = _create_host_backend_client(host_url, api_key, env_vars=env_vars)
@@ -1534,9 +1297,9 @@ def _deploy_cmd(
deployment_id,
name,
not_found_message=(
"No deployment found. Will create."
" No deployment found. Will create."
if use_remote_build
else "No deployment found. Will create after build."
else " No deployment found. Will create after build."
),
)
@@ -1587,14 +1350,10 @@ def _deploy_cmd(
)
# -- 4. Shared wait + result --
dep_status_url = _emit_deployment_status_url(
build_result.updated,
deployment_id,
host_url,
)
_print_deployment_status_url(build_result.updated, deployment_id, host_url)
if no_wait:
em.info(build_result.no_result_message)
click.secho(f" {build_result.no_result_message}", fg="green")
return
last_status, revision_id = _poll_revision_status(
@@ -1607,7 +1366,7 @@ def _deploy_cmd(
on_interrupt=build_result.on_interrupt,
)
if not last_status:
em.info(build_result.no_result_message)
click.secho(f" {build_result.no_result_message}", fg="green")
return
if (
@@ -1616,7 +1375,7 @@ def _deploy_cmd(
and not verbose
and revision_id is not None
):
em.error("Last build log lines:")
click.secho(" Last build log lines:", fg="red")
try:
logs_resp = client.get_build_logs(
deployment_id,
@@ -1628,17 +1387,19 @@ def _deploy_cmd(
for entry in entries:
msg = entry.get("message", "")
if msg:
em.log(msg)
click.echo(f" | {msg}")
except Exception:
em.error("(failed to fetch build logs)")
em.warn("Re-run with --verbose to see full build output.")
click.secho(" (failed to fetch build logs)", fg="red")
click.secho(
" Re-run with --verbose to see full build output.",
fg="yellow",
)
_print_deployment_result(
client,
deployment_id,
last_status,
dashboard_label="Deployment dashboard",
status_url=dep_status_url,
)
+1 -7
View File
@@ -12,11 +12,10 @@ class Progress:
while True:
yield from "|/-\\"
def __init__(self, *, message="", elapsed: bool = False, json_mode: bool = False):
def __init__(self, *, message="", elapsed: bool = False):
self.message = message
self._base_message = message
self._show_elapsed = elapsed
self._json_mode = json_mode
# use this to make sure we don't kill thread when we set msg to ""
self._stop = threading.Event()
# signalled when the spinner has no text on screen
@@ -70,9 +69,6 @@ class Progress:
self._line_clear.set()
def __enter__(self) -> Callable[[str], None]:
if self._json_mode:
return lambda message: None
if sys.stdout.isatty():
self.thread = threading.Thread(target=self.spinner_task)
self.thread.start()
@@ -94,8 +90,6 @@ class Progress:
return set_message
def __exit__(self, exception, value, tb):
if self._json_mode:
return
if sys.stdout.isatty():
self.message = ""
self._stop.set()
+14 -37
View File
@@ -1,7 +1,5 @@
"""General-purpose utilities shared across the LangGraph CLI."""
from collections.abc import Callable
import click
@@ -9,42 +7,21 @@ def clean_empty_lines(input_str: str):
return "\n".join(filter(None, input_str.splitlines()))
def warn_non_wolfi_distro(
config_json: dict,
*,
emit: Callable[[str], None] | None = None,
) -> None:
"""Show warning if image_distro is not set to 'wolfi'.
When ``emit`` is provided, each warning line is sent through it (used by
callers that need JSON-aware output). Otherwise falls back to colored
``click.secho`` output.
"""
def warn_non_wolfi_distro(config_json: dict) -> None:
"""Show warning if image_distro is not set to 'wolfi'."""
image_distro = config_json.get("image_distro", "debian") # Default is debian
if image_distro == "wolfi":
return
if emit is not None:
emit(
"⚠️ Security Recommendation: Consider switching to Wolfi Linux for enhanced security."
if image_distro != "wolfi":
click.secho(
"⚠️ Security Recommendation: Consider switching to Wolfi Linux for enhanced security.",
fg="yellow",
bold=True,
)
emit(
" Wolfi is a security-oriented, minimal Linux distribution designed for containers."
click.secho(
" Wolfi is a security-oriented, minimal Linux distribution designed for containers.",
fg="yellow",
)
emit(
' To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.'
click.secho(
' To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.',
fg="yellow",
)
return
click.secho(
"⚠️ Security Recommendation: Consider switching to Wolfi Linux for enhanced security.",
fg="yellow",
bold=True,
)
click.secho(
" Wolfi is a security-oriented, minimal Linux distribution designed for containers.",
fg="yellow",
)
click.secho(
' To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.',
fg="yellow",
)
click.secho("") # Empty line for better readability
click.secho("") # Empty line for better readability
+11 -50
View File
@@ -10,13 +10,7 @@ except ModuleNotFoundError: # pragma: no cover - exercised on Python 3.10.
import tomli as tomllib
import click
import pathspec
from langgraph_cli._ignore import (
_build_dockerignore_negation_hints,
_build_ignore_spec,
_is_always_excluded,
)
from langgraph_cli.schemas import Config
@@ -446,32 +440,16 @@ def _container_root_for_uv_lock_package(
def _uv_lock_package_copy_items(
package: UvLockPackage,
plan: UvLockPlan,
ignore_spec: pathspec.PathSpec,
package: UvLockPackage, plan: UvLockPlan
) -> tuple[tuple[pathlib.PurePosixPath, pathlib.PurePosixPath], ...]:
# Skip entries that .dockerignore / built-in exclusions would strip from
# the build context. Emitting `ADD <path>` for a file that Docker has
# filtered out causes the build to fail with
# "failed to compute cache key: <path> not found".
if package.root != plan.project_root:
relative_root = pathlib.PurePosixPath(
*package.root.relative_to(plan.project_root).parts
)
if _is_always_excluded(relative_root, is_dir=True) or ignore_spec.match_file(
f"{relative_root.as_posix()}/"
):
raise click.UsageError(
f"Workspace member '{package.name}' at {relative_root} is "
"excluded from the Docker build context, but uv.lock requires "
"it to be copied into the build context. Remove the matching "
"pattern or drop the member from [tool.uv.workspace].members."
)
return ((relative_root, plan.container_roots[package.root]),)
root_container = plan.container_roots[package.root]
workspace_member_roots = plan.all_workspace_roots - {plan.project_root}
negated_dockerignore_hints = _build_dockerignore_negation_hints(plan.project_root)
def iter_entries(
current_dir: pathlib.Path,
@@ -483,32 +461,18 @@ def _uv_lock_package_copy_items(
# and excluded entirely otherwise.
continue
descendant_member_roots = [
ws_root
for ws_root in workspace_member_roots
if child in ws_root.parents
]
if child.is_dir() and descendant_member_roots:
entries.extend(iter_entries(child))
continue
relative_child = pathlib.PurePosixPath(
*child.relative_to(plan.project_root).parts
)
is_dir = child.is_dir()
if _is_always_excluded(relative_child, is_dir=is_dir):
continue
ignored = ignore_spec.match_file(
f"{relative_child.as_posix()}/" if is_dir else relative_child.as_posix()
)
is_workspace_parent = is_dir and any(
child in ws_root.parents for ws_root in workspace_member_roots
)
if is_workspace_parent:
entries.extend(iter_entries(child))
continue
if (
is_dir
and ignored
and negated_dockerignore_hints.requires_dir_walk(relative_child)
):
entries.extend(iter_entries(child))
continue
if ignored:
continue
entries.append(
(relative_child, root_container.joinpath(*relative_child.parts))
)
@@ -992,13 +956,10 @@ def python_config_to_docker_uv_lock(
docker_plan.add_raw("# -- End of uv.lock dependencies install --")
docker_plan.add_blank()
ignore_spec = _build_ignore_spec(plan.project_root, include_gitignore=False)
for package in plan.install_order:
package_label = package.root.relative_to(plan.project_root).as_posix() or "."
docker_plan.add_raw(f"# -- Adding workspace package {package_label} --")
for source, destination in _uv_lock_package_copy_items(
package, plan, ignore_spec
):
for source, destination in _uv_lock_package_copy_items(package, plan):
docker_plan.add_raw(copy_from_project_root(source, destination.as_posix()))
docker_plan.add_instruction(
"WORKDIR", plan.container_roots[package.root].as_posix()
+2 -2
View File
@@ -23,13 +23,13 @@ dependencies = [
path = "langgraph_cli/__init__.py"
[project.optional-dependencies]
inmem = [
"langgraph-api>=0.5.35,<0.9.0 ; python_version >= '3.11'",
"langgraph-api>=0.5.35,<0.8.0 ; python_version >= '3.11'",
"langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
]
[project.urls]
Source = "https://github.com/langchain-ai/langgraph/tree/main/libs/cli"
Twitter = "https://x.com/langchain_oss"
Twitter = "https://x.com/LangChain"
Slack = "https://www.langchain.com/join-community"
Reddit = "https://www.reddit.com/r/LangChain/"
@@ -99,13 +99,6 @@ class TestBuildIgnoreSpec:
assert spec.match_file("app.log")
assert spec.match_file("mod.pyc")
def test_can_skip_gitignore(self, tmp_path):
(tmp_path / ".dockerignore").write_text("*.log\n")
(tmp_path / ".gitignore").write_text("*.pyc\n")
spec = _build_ignore_spec(tmp_path, include_gitignore=False)
assert spec.match_file("app.log")
assert not spec.match_file("mod.pyc")
def test_no_ignore_files_only_builtins(self, tmp_path):
spec = _build_ignore_spec(tmp_path)
assert spec.match_file("__pycache__/")
-359
View File
@@ -4,7 +4,6 @@ import os
import pathlib
import tempfile
import textwrap
from unittest.mock import patch
import click
import pytest
@@ -1856,364 +1855,6 @@ def test_config_to_docker_uv_lock_supports_single_uv_project_root():
assert additional_contexts == {}
def test_config_to_docker_uv_lock_skips_dockerignore_entries():
"""Entries filtered by .dockerignore / built-in excludes must not appear
as ADD lines. Docker fails to compute the cache key for paths that the
build context has stripped."""
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
project_root = tmpdir_path / "single"
project_root.mkdir()
(project_root / "uv.lock").write_text("# uv lock file\n")
(project_root / "pyproject.toml").write_text(
textwrap.dedent(
"""
[project]
name = "single-app"
version = "0.1.0"
dependencies = ["httpx>=0.28"]
[build-system]
requires = ["setuptools>=61"]
build-backend = "setuptools.build_meta"
"""
).strip()
+ "\n"
)
(project_root / "langgraph.json").write_text("{}\n")
(project_root / "src").mkdir()
(project_root / "src" / "agent.py").write_text("graph = object()\n")
(project_root / "README.md").write_text("# hi\n")
# Built-in exclusions — must never appear as ADD lines.
(project_root / ".git").mkdir()
(project_root / ".git" / "HEAD").write_text("ref: refs/heads/main\n")
(project_root / ".venv").mkdir()
(project_root / ".venv" / "pyvenv.cfg").write_text("home = /usr\n")
(project_root / "__pycache__").mkdir()
(project_root / "__pycache__" / "x.cpython-311.pyc").write_bytes(b"\x00")
# .dockerignore excludes .gitignore and a custom path.
(project_root / ".dockerignore").write_text(".gitignore\nsecrets.env\n")
(project_root / ".gitignore").write_text("*.pyc\n")
(project_root / "secrets.env").write_text("TOKEN=abc\n")
config = validate_config(
{
"python_version": "3.11",
"graphs": {"agent": "./src/agent.py:graph"},
"source": {"kind": "uv"},
}
)
docker, _ = config_to_docker(
project_root / "langgraph.json",
config,
base_image="langchain/langgraph-api:0.2.47",
)
for excluded in (
"ADD .git ",
"ADD .gitignore ",
"ADD .venv ",
"ADD __pycache__ ",
"ADD secrets.env ",
):
assert excluded not in docker, (
f"{excluded!r} should be filtered out of Dockerfile:\n{docker}"
)
# The .dockerignore itself is still part of the context and should be
# ADDed (Docker needs it at build time, and archive.py includes it).
assert "ADD .dockerignore /deps/workspace/.dockerignore" in docker
assert "ADD src /deps/workspace/src" in docker
assert "ADD README.md /deps/workspace/README.md" in docker
def test_config_to_docker_uv_lock_does_not_apply_gitignore():
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
project_root = tmpdir_path / "single"
project_root.mkdir()
(project_root / "uv.lock").write_text("# uv lock file\n")
(project_root / "pyproject.toml").write_text(
textwrap.dedent(
"""
[project]
name = "single-app"
version = "0.1.0"
dependencies = ["httpx>=0.28"]
[build-system]
requires = ["setuptools>=61"]
build-backend = "setuptools.build_meta"
"""
).strip()
+ "\n"
)
(project_root / "langgraph.json").write_text("{}\n")
(project_root / "src").mkdir()
(project_root / "src" / "agent.py").write_text("graph = object()\n")
(project_root / "README.md").write_text("# hi\n")
(project_root / ".gitignore").write_text("README.md\n")
config = validate_config(
{
"python_version": "3.11",
"graphs": {"agent": "./src/agent.py:graph"},
"source": {"kind": "uv"},
}
)
docker, _ = config_to_docker(
project_root / "langgraph.json",
config,
base_image="langchain/langgraph-api:0.2.47",
)
assert "ADD README.md /deps/workspace/README.md" in docker
def test_config_to_docker_uv_lock_skips_dockerignore_entries_in_workspace():
"""Multi-member workspace: ignore patterns must filter root-level entries
AND entries encountered while recursing into directories that contain
workspace members (the `descendant_member_roots` branch)."""
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
project_root, config_path = _write_uv_lock_workspace(
tmpdir_path,
agent_dependencies=["workspace-root", "shared", "httpx>=0.28"],
root_sources="[tool.uv.sources]\nshared = { workspace = true }\nworkspace-root = { workspace = true }",
agent_sources="[tool.uv.sources]\nshared = { workspace = true }\nworkspace-root = { workspace = true }",
)
root_src = project_root / "src" / "workspace_root"
root_src.mkdir(parents=True)
(root_src / "__init__.py").write_text("__all__ = []\n")
(project_root / "README.md").write_text("workspace root package\n")
# A non-member sibling of the `apps/agent` member that should be
# filtered out via .dockerignore. This exercises the recursion into
# `apps/` where `apps/agent` is kept (it's a member) but its sibling is
# filtered.
(project_root / "apps" / "scratch.txt").write_text("scratch\n")
# A root-level path that .dockerignore excludes.
(project_root / "secrets.env").write_text("TOKEN=abc\n")
(project_root / ".dockerignore").write_text("secrets.env\napps/scratch.txt\n")
config = validate_config(
{
"python_version": "3.11",
"graphs": {
"agent": "../../apps/agent/src/agent/graph.py:graph",
},
"source": {"kind": "uv", "root": "../..", "package": "agent"},
}
)
docker, _ = config_to_docker(
config_path, config, base_image="langchain/langgraph-api:0.2.47"
)
assert "COPY --from=uv-workspace-root src /deps/workspace/src" in docker
assert (
"COPY --from=uv-workspace-root README.md /deps/workspace/README.md"
in docker
)
assert (
"COPY --from=uv-workspace-root .dockerignore /deps/workspace/.dockerignore"
in docker
)
assert "secrets.env" not in docker
assert "apps/scratch.txt" not in docker
# Workspace members themselves are still copied via their own per-member
# COPY line — the sibling filter must not disturb this.
assert (
"COPY --from=uv-workspace-root apps/agent /deps/workspace/apps/agent"
in docker
)
def test_config_to_docker_uv_lock_preserves_negated_dockerignore_descendants():
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
project_root = tmpdir_path / "single"
project_root.mkdir()
(project_root / "uv.lock").write_text("# uv lock file\n")
(project_root / "pyproject.toml").write_text(
textwrap.dedent(
"""
[project]
name = "single-app"
version = "0.1.0"
dependencies = ["httpx>=0.28"]
[build-system]
requires = ["setuptools>=61"]
build-backend = "setuptools.build_meta"
"""
).strip()
+ "\n"
)
(project_root / "langgraph.json").write_text("{}\n")
(project_root / "src").mkdir()
(project_root / "src" / "agent.py").write_text("graph = object()\n")
(project_root / "assets").mkdir()
(project_root / "assets" / "keep.txt").write_text("keep\n")
(project_root / "assets" / "drop.txt").write_text("drop\n")
(project_root / ".dockerignore").write_text("assets/\n!assets/keep.txt\n")
config = validate_config(
{
"python_version": "3.11",
"graphs": {"agent": "./src/agent.py:graph"},
"source": {"kind": "uv"},
}
)
docker, _ = config_to_docker(
project_root / "langgraph.json",
config,
base_image="langchain/langgraph-api:0.2.47",
)
assert "ADD assets /deps/workspace/assets" not in docker
assert "ADD assets/keep.txt /deps/workspace/assets/keep.txt" in docker
assert "assets/drop.txt" not in docker
def test_config_to_docker_uv_lock_prunes_unrelated_ignored_subtrees():
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
project_root = tmpdir_path / "single"
project_root.mkdir()
(project_root / "uv.lock").write_text("# uv lock file\n")
(project_root / "pyproject.toml").write_text(
textwrap.dedent(
"""
[project]
name = "single-app"
version = "0.1.0"
dependencies = ["httpx>=0.28"]
[build-system]
requires = ["setuptools>=61"]
build-backend = "setuptools.build_meta"
"""
).strip()
+ "\n"
)
(project_root / "langgraph.json").write_text("{}\n")
(project_root / "src").mkdir()
(project_root / "src" / "agent.py").write_text("graph = object()\n")
(project_root / "assets").mkdir()
(project_root / "assets" / "keep.txt").write_text("keep\n")
(project_root / "vendor").mkdir()
(project_root / "vendor" / "huge.txt").write_text("large\n")
(project_root / ".dockerignore").write_text(
"vendor/\nassets/\n!assets/keep.txt\n"
)
config = validate_config(
{
"python_version": "3.11",
"graphs": {"agent": "./src/agent.py:graph"},
"source": {"kind": "uv"},
}
)
original_iterdir = pathlib.Path.iterdir
def guarded_iterdir(self):
if self == project_root / "vendor":
raise AssertionError("should not walk unrelated ignored subtree")
return original_iterdir(self)
with patch.object(
pathlib.Path, "iterdir", autospec=True, side_effect=guarded_iterdir
):
docker, _ = config_to_docker(
project_root / "langgraph.json",
config,
base_image="langchain/langgraph-api:0.2.47",
)
assert "ADD assets/keep.txt /deps/workspace/assets/keep.txt" in docker
assert "vendor/huge.txt" not in docker
def test_config_to_docker_uv_lock_never_reincludes_always_excluded_subtrees():
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
project_root = tmpdir_path / "single"
project_root.mkdir()
(project_root / "uv.lock").write_text("# uv lock file\n")
(project_root / "pyproject.toml").write_text(
textwrap.dedent(
"""
[project]
name = "single-app"
version = "0.1.0"
dependencies = ["httpx>=0.28"]
[build-system]
requires = ["setuptools>=61"]
build-backend = "setuptools.build_meta"
"""
).strip()
+ "\n"
)
(project_root / "langgraph.json").write_text("{}\n")
(project_root / "src").mkdir()
(project_root / "src" / "agent.py").write_text("graph = object()\n")
(project_root / ".venv" / "pkg").mkdir(parents=True)
(project_root / ".venv" / "pkg" / "keep.txt").write_text("keep\n")
(project_root / "node_modules" / "pkg").mkdir(parents=True)
(project_root / "node_modules" / "pkg" / "package.json").write_text("{}\n")
(project_root / ".dockerignore").write_text(
"!.venv/pkg/keep.txt\n!node_modules/pkg/package.json\n"
)
config = validate_config(
{
"python_version": "3.11",
"graphs": {"agent": "./src/agent.py:graph"},
"source": {"kind": "uv"},
}
)
docker, _ = config_to_docker(
project_root / "langgraph.json",
config,
base_image="langchain/langgraph-api:0.2.47",
)
assert ".venv/pkg/keep.txt" not in docker
assert "node_modules/pkg/package.json" not in docker
assert "ADD src /deps/workspace/src" in docker
def test_config_to_docker_uv_lock_rejects_ignored_workspace_member():
"""A workspace member matched by .dockerignore cannot be copied into the
build context uv.lock requires it, so fail loudly with a clear message."""
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
project_root, config_path = _write_uv_lock_workspace(
tmpdir_path,
agent_sources="[tool.uv.sources]\nshared = { workspace = true }",
)
(project_root / ".dockerignore").write_text("libs/shared\n")
config = validate_config(
{
"python_version": "3.11",
"graphs": {"agent": "../../apps/agent/src/agent/graph.py:graph"},
"source": {"kind": "uv", "root": "../..", "package": "agent"},
"auth": {"path": "../../libs/shared/src/shared/auth.py:create_auth"},
}
)
with pytest.raises(
click.UsageError, match=r"Workspace member 'shared' at libs/shared"
):
config_to_docker(
config_path, config, base_image="langchain/langgraph-api:0.2.47"
)
def test_config_to_docker_uv_lock_rejects_invalid_source_package_type():
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir_path = pathlib.Path(tmpdir)
+11 -272
View File
@@ -1,8 +1,6 @@
import base64
import io
import json
import os
import sys
import click
import httpx
@@ -10,15 +8,12 @@ import pytest
from langgraph_cli.deploy import (
_call_host_backend_with_optional_tenant,
_create_host_backend_client,
_docker_config_for_token,
_Emitter,
_env_without_deployment_name,
_parse_env_from_config,
_resolve_env_path,
_smith_dashboard_base_url,
normalize_image_name,
normalize_image_tag,
normalize_name,
)
from langgraph_cli.host_backend import HostBackendClient, HostBackendError
@@ -45,33 +40,30 @@ class TestDockerConfigForToken:
assert "gcr.io" in data["auths"]
class TestNormalizeName:
class TestNormalizeImageName:
def test_simple_name(self):
assert normalize_name("myapp") == "myapp"
assert normalize_image_name("myapp") == "myapp"
def test_uppercase_lowered(self):
assert normalize_name("MyApp") == "myapp"
assert normalize_image_name("MyApp") == "myapp"
def test_special_chars_replaced(self):
assert normalize_name("my app!@#v2") == "my-app-v2"
assert normalize_image_name("my app!@#v2") == "my-app-v2"
def test_dots_replaced_with_hyphens(self):
assert normalize_name("my-app.v2") == "my-app-v2"
def test_underscores_replaced_with_hyphens(self):
assert normalize_name("simple_graph_name") == "simple-graph-name"
def test_dots_and_hyphens_kept(self):
assert normalize_image_name("my-app.v2") == "my-app.v2"
def test_leading_trailing_stripped(self):
assert normalize_name("--my-app..") == "my-app"
assert normalize_image_name("--my-app..") == "my-app"
def test_empty_string_returns_app(self):
assert normalize_name("") == "app"
assert normalize_image_name("") == "app"
def test_none_returns_app(self):
assert normalize_name(None) == "app"
assert normalize_image_name(None) == "app"
def test_all_invalid_chars_returns_app(self):
assert normalize_name("!!!") == "app"
assert normalize_image_name("!!!") == "app"
class TestNormalizeImageTag:
@@ -279,256 +271,3 @@ class TestCallHostBackendWithOptionalTenant:
_call_host_backend_with_optional_tenant(
client, lambda c: c.list_deployments()
)
def test_workspace_prompt_blocked_by_no_input(self, monkeypatch):
"""With _no_input=True, 403 requiring workspace should raise ClickException."""
import langgraph_cli.deploy as deploy_mod
monkeypatch.setattr(deploy_mod, "_no_input", True)
requires_workspace = '{"detail":"requires workspace specification"}'
client = self._make_client(
lambda req: httpx.Response(403, text=requires_workspace)
)
with pytest.raises(click.ClickException, match="workspace"):
_call_host_backend_with_optional_tenant(
client, lambda c: c.list_deployments()
)
# ---------------------------------------------------------------------------
# _Emitter JSON mode
# ---------------------------------------------------------------------------
class TestEmitterJsonMode:
"""Verify that _Emitter in json_mode writes valid JSON-lines to stdout."""
def _capture(self, fn):
"""Run fn with stdout captured and return parsed JSON objects."""
buf = io.StringIO()
old = sys.stdout
sys.stdout = buf
try:
fn()
finally:
sys.stdout = old
lines = [line for line in buf.getvalue().splitlines() if line.strip()]
return [json.loads(line) for line in lines]
def test_step_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.step(1, "Building image"))
assert len(events) == 1
assert events[0]["event"] == "step"
assert events[0]["step"] == 1
assert events[0]["message"] == "Building image"
def test_info_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.info("All good"))
assert events[0]["event"] == "info"
assert events[0]["message"] == "All good"
def test_warn_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.warn("Careful"))
assert events[0]["event"] == "warn"
def test_error_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.error("Boom"))
assert events[0]["event"] == "error"
assert events[0]["message"] == "Boom"
def test_status_change_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.status_change("building", 12.345))
assert events[0]["event"] == "status_change"
assert events[0]["status"] == "building"
assert events[0]["elapsed_seconds"] == 12.3
assert events[0]["message"] == "building... (12s)"
def test_status_change_event_with_minutes(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.status_change("deploying", 95.0))
assert events[0]["message"] == "deploying... (1m 35s)"
def test_log_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.log("some output"))
assert events[0] == {"event": "log", "message": "some output"}
def test_status_url_event(self):
em = _Emitter(json_mode=True)
events = self._capture(
lambda: em.status_url("https://smith.langchain.com/deploy/123")
)
assert events[0]["event"] == "status_url"
assert events[0]["url"] == "https://smith.langchain.com/deploy/123"
def test_result_event_full(self):
em = _Emitter(json_mode=True)
events = self._capture(
lambda: em.result(
"succeeded",
deployment_id="dep-1",
url="https://app.example.com",
status_url="https://smith.langchain.com/deploy/dep-1",
)
)
assert events[0]["event"] == "result"
assert events[0]["status"] == "succeeded"
assert events[0]["deployment_id"] == "dep-1"
assert events[0]["message"] == "Deployment successful!"
assert events[0]["url"] == "https://app.example.com"
assert events[0]["status_url"] == "https://smith.langchain.com/deploy/dep-1"
def test_result_event_minimal(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.result("failed", deployment_id="dep-2"))
assert events[0]["event"] == "result"
assert events[0]["status"] == "failed"
assert events[0]["message"] == "Deployment failed"
assert "url" not in events[0]
assert "status_url" not in events[0]
def test_heartbeat_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.heartbeat("building", 30.789))
assert events[0]["event"] == "heartbeat"
assert events[0]["elapsed_seconds"] == 30.8
assert events[0]["message"] == "building... (30s)"
def test_heartbeat_silent_in_text_mode(self, capsys):
em = _Emitter(json_mode=False)
em.heartbeat("building", 10.0)
captured = capsys.readouterr()
assert captured.out == ""
def test_upload_progress_event(self):
em = _Emitter(json_mode=True)
events = self._capture(lambda: em.upload_progress(5.678, 42))
assert events[0]["event"] == "upload_progress"
assert events[0]["size_mb"] == 5.7
assert events[0]["pct"] == 42
# ---------------------------------------------------------------------------
# _Emitter text mode (non-json)
# ---------------------------------------------------------------------------
class TestEmitterTextMode:
"""Verify that _Emitter in text mode uses click.echo/click.secho."""
def test_step_writes_text(self, capsys):
em = _Emitter(json_mode=False)
em.step(1, "Hello")
captured = capsys.readouterr()
assert "1. Hello" in captured.out
def test_log_writes_text(self, capsys):
em = _Emitter(json_mode=False)
em.log("my line")
captured = capsys.readouterr()
assert "my line" in captured.out
def test_result_succeeded_text(self, capsys):
em = _Emitter(json_mode=False)
em.result("succeeded", deployment_id="d1", url="https://app.test")
captured = capsys.readouterr()
lines = [line.strip() for line in captured.out.splitlines() if line.strip()]
assert "Deployment successful!" in lines
assert "URL: https://app.test" in lines
# ---------------------------------------------------------------------------
# --no-input guard on _create_host_backend_client
# ---------------------------------------------------------------------------
class TestCreateHostBackendClientNoInput:
def test_raises_when_no_api_key_and_no_input(self, monkeypatch, tmp_path):
import langgraph_cli.deploy as deploy_mod
monkeypatch.setattr(deploy_mod, "_no_input", True)
monkeypatch.delenv("LANGSMITH_API_KEY", raising=False)
monkeypatch.delenv("LANGCHAIN_API_KEY", raising=False)
monkeypatch.delenv("LANGGRAPH_HOST_API_KEY", raising=False)
with pytest.raises(click.ClickException, match="API key"):
_create_host_backend_client(
host_url="https://api.example.com",
api_key=None,
env_vars={},
)
def test_succeeds_with_api_key_in_env(self, monkeypatch, tmp_path):
import langgraph_cli.deploy as deploy_mod
monkeypatch.setattr(deploy_mod, "_no_input", True)
monkeypatch.setenv("LANGSMITH_API_KEY", "lsv2_test")
client = _create_host_backend_client(
host_url="https://api.example.com",
api_key=None,
env_vars={},
)
assert client is not None
class TestSmithDashboardBaseUrl:
def test_none_returns_default(self):
assert _smith_dashboard_base_url(None) == "https://smith.langchain.com"
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"
)
def test_dev_host_url(self):
assert (
_smith_dashboard_base_url("https://dev.api.host.langchain.com")
== "https://dev.smith.langchain.com"
)
def test_eu_host_url(self):
assert (
_smith_dashboard_base_url("https://eu.api.host.langchain.com")
== "https://eu.smith.langchain.com"
)
def test_staging_host_url(self):
assert (
_smith_dashboard_base_url("https://staging.api.host.langchain.com")
== "https://staging.smith.langchain.com"
)
def test_localhost(self):
assert (
_smith_dashboard_base_url("http://localhost:8080")
== "http://localhost:8080"
)
def test_localhost_trailing_slash(self):
assert (
_smith_dashboard_base_url("http://localhost:8080/")
== "http://localhost:8080"
)
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"
)
+6 -6
View File
@@ -215,7 +215,7 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.2.28"
version = "1.2.27"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "jsonpatch" },
@@ -227,9 +227,9 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
sdist = { url = "https://files.pythonhosted.org/packages/f8/a4/317a1a3ac1df33a64adb3670bf88bbe3b3d5baa274db6863a979db472897/langchain_core-1.2.28.tar.gz", hash = "sha256:271a3d8bd618f795fdeba112b0753980457fc90537c46a0c11998516a74dc2cb", size = 846119, upload-time = "2026-04-08T18:19:34.867Z" }
sdist = { url = "https://files.pythonhosted.org/packages/13/5c/56d19a252bbb26247b7a7cd20821d48804d7ca03212fec709cd8db7c2516/langchain_core-1.2.27.tar.gz", hash = "sha256:c18372e4c4c1454d49bf23a2e484431e71bd39b64173a0f621f0fc283d7183a4", size = 844935, upload-time = "2026-04-07T14:56:32.364Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/a8/92/32f785f077c7e898da97064f113c73fbd9ad55d1e2169cf3a391b183dedb/langchain_core-1.2.28-py3-none-any.whl", hash = "sha256:80764232581eaf8057bcefa71dbf8adc1f6a28d257ebd8b95ba9b8b452e8c6ac", size = 508727, upload-time = "2026-04-08T18:19:32.823Z" },
{ url = "https://files.pythonhosted.org/packages/c1/c3/6e0865bc130c448270eb9511b47863a3f9145cdb519b19f6e4758fa63d6f/langchain_core-1.2.27-py3-none-any.whl", hash = "sha256:9ecd6b0393b969fe88f6b9b309367134080ab095946d79e6937dd3911aa42bd5", size = 508315, upload-time = "2026-04-07T14:56:30.93Z" },
]
[[package]]
@@ -290,7 +290,7 @@ wheels = [
[[package]]
name = "langsmith"
version = "0.7.31"
version = "0.7.26"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
@@ -303,9 +303,9 @@ dependencies = [
{ name = "xxhash" },
{ name = "zstandard" },
]
sdist = { url = "https://files.pythonhosted.org/packages/e6/11/696019490992db5c87774dc20515529ef42a01e1d770fb754ed6d9b12fb0/langsmith-0.7.31.tar.gz", hash = "sha256:331ee4f7c26bb5be4022b9859b7d7b122cbf8c9d01d9f530114c1914b0349ffb", size = 1178480, upload-time = "2026-04-14T17:55:41.242Z" }
sdist = { url = "https://files.pythonhosted.org/packages/76/86/6de4f6f0451a9658f26f633e0bb090552a4dafd7df3f1ae7f0d40558e67e/langsmith-0.7.26.tar.gz", hash = "sha256:a3e06f3d689ce7195717aa6b8f91082319819ec7ea9b9a62cdcd3d9dc25bfc7b", size = 1146118, upload-time = "2026-04-06T15:01:03.336Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/a1/a013cf458c301cda86a213dd153ce0a01c93f1ab5833f951e6a44c9763ce/langsmith-0.7.31-py3-none-any.whl", hash = "sha256:0291d49203f6e80dda011af1afda61eb0595a4d697adb684590a8805e1d61fb6", size = 373276, upload-time = "2026-04-14T17:55:39.677Z" },
{ url = "https://files.pythonhosted.org/packages/81/8e/7eb7d65ce62e98e74b9f18f193ea7ac3996d4fbd71fffcc67d0f7ba3103e/langsmith-0.7.26-py3-none-any.whl", hash = "sha256:fe5c877972cea450c1c48251c8fae0f18543c8d19dfdb9ff9a9c4263763dde4e", size = 360160, upload-time = "2026-04-06T15:01:01.516Z" },
]
[[package]]
+6 -6
View File
@@ -191,7 +191,7 @@ wheels = [
[[package]]
name = "langchain-core"
version = "1.2.28"
version = "1.2.27"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "jsonpatch" },
@@ -203,9 +203,9 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "uuid-utils" },
]
sdist = { url = "https://files.pythonhosted.org/packages/f8/a4/317a1a3ac1df33a64adb3670bf88bbe3b3d5baa274db6863a979db472897/langchain_core-1.2.28.tar.gz", hash = "sha256:271a3d8bd618f795fdeba112b0753980457fc90537c46a0c11998516a74dc2cb", size = 846119, upload-time = "2026-04-08T18:19:34.867Z" }
sdist = { url = "https://files.pythonhosted.org/packages/13/5c/56d19a252bbb26247b7a7cd20821d48804d7ca03212fec709cd8db7c2516/langchain_core-1.2.27.tar.gz", hash = "sha256:c18372e4c4c1454d49bf23a2e484431e71bd39b64173a0f621f0fc283d7183a4", size = 844935, upload-time = "2026-04-07T14:56:32.364Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/a8/92/32f785f077c7e898da97064f113c73fbd9ad55d1e2169cf3a391b183dedb/langchain_core-1.2.28-py3-none-any.whl", hash = "sha256:80764232581eaf8057bcefa71dbf8adc1f6a28d257ebd8b95ba9b8b452e8c6ac", size = 508727, upload-time = "2026-04-08T18:19:32.823Z" },
{ url = "https://files.pythonhosted.org/packages/c1/c3/6e0865bc130c448270eb9511b47863a3f9145cdb519b19f6e4758fa63d6f/langchain_core-1.2.27-py3-none-any.whl", hash = "sha256:9ecd6b0393b969fe88f6b9b309367134080ab095946d79e6937dd3911aa42bd5", size = 508315, upload-time = "2026-04-07T14:56:30.93Z" },
]
[[package]]
@@ -266,7 +266,7 @@ wheels = [
[[package]]
name = "langsmith"
version = "0.7.31"
version = "0.7.26"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
@@ -279,9 +279,9 @@ dependencies = [
{ name = "xxhash" },
{ name = "zstandard" },
]
sdist = { url = "https://files.pythonhosted.org/packages/e6/11/696019490992db5c87774dc20515529ef42a01e1d770fb754ed6d9b12fb0/langsmith-0.7.31.tar.gz", hash = "sha256:331ee4f7c26bb5be4022b9859b7d7b122cbf8c9d01d9f530114c1914b0349ffb", size = 1178480, upload-time = "2026-04-14T17:55:41.242Z" }
sdist = { url = "https://files.pythonhosted.org/packages/76/86/6de4f6f0451a9658f26f633e0bb090552a4dafd7df3f1ae7f0d40558e67e/langsmith-0.7.26.tar.gz", hash = "sha256:a3e06f3d689ce7195717aa6b8f91082319819ec7ea9b9a62cdcd3d9dc25bfc7b", size = 1146118, upload-time = "2026-04-06T15:01:03.336Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/a1/a013cf458c301cda86a213dd153ce0a01c93f1ab5833f951e6a44c9763ce/langsmith-0.7.31-py3-none-any.whl", hash = "sha256:0291d49203f6e80dda011af1afda61eb0595a4d697adb684590a8805e1d61fb6", size = 373276, upload-time = "2026-04-14T17:55:39.677Z" },
{ url = "https://files.pythonhosted.org/packages/81/8e/7eb7d65ce62e98e74b9f18f193ea7ac3996d4fbd71fffcc67d0f7ba3103e/langsmith-0.7.26-py3-none-any.whl", hash = "sha256:fe5c877972cea450c1c48251c8fae0f18543c8d19dfdb9ff9a9c4263763dde4e", size = 360160, upload-time = "2026-04-06T15:01:01.516Z" },
]
[[package]]
+440 -523
View File
File diff suppressed because it is too large Load Diff
+1 -1
View File
@@ -18,7 +18,7 @@
<a href="https://pypi.org/project/langgraph/" target="_blank"><img src="https://img.shields.io/pypi/v/langgraph.svg?label=%20" alt="Version"></a>
<a href="https://github.com/langchain-ai/langgraph/issues" target="_blank"><img src="https://img.shields.io/github/issues-raw/langchain-ai/langgraph" alt="Open Issues"></a>
<a href="https://docs.langchain.com/oss/python/langgraph/overview" target="_blank"><img src="https://img.shields.io/badge/docs-latest-blue" alt="Docs"></a>
<a href="https://x.com/langchain_oss" target="_blank"><img src="https://img.shields.io/twitter/url/https/twitter.com/langchain_oss.svg?style=social&label=Follow%20%40LangChain" alt="Twitter / X"></a>
<a href="https://x.com/langchain" target="_blank"><img src="https://img.shields.io/twitter/url/https/twitter.com/langchain.svg?style=social&label=Follow%20%40LangChain" alt="Twitter / X"></a>
</div>
<br>
+12 -48
View File
@@ -1,7 +1,7 @@
from __future__ import annotations
from collections import ChainMap
from collections.abc import Sequence
from collections.abc import Mapping, Sequence
from os import getenv
from typing import Any, cast
@@ -217,16 +217,14 @@ def get_callback_manager_for_config(
callbacks.add_tags(all_tags)
if metadata := config.get("metadata"):
callbacks.add_metadata(metadata)
manager = callbacks
return callbacks
else:
# otherwise create a new manager
manager = CallbackManager.configure(
return CallbackManager.configure(
inheritable_callbacks=config.get("callbacks"),
inheritable_tags=all_tags,
inheritable_metadata=config.get("metadata"),
langsmith_inheritable_metadata=_get_tracing_metadata_defaults(config),
)
return manager
def get_async_callback_manager_for_config(
@@ -257,16 +255,14 @@ def get_async_callback_manager_for_config(
callbacks.add_tags(all_tags)
if metadata := config.get("metadata"):
callbacks.add_metadata(metadata)
manager = callbacks
return callbacks
else:
# otherwise create a new manager
manager = AsyncCallbackManager.configure(
return AsyncCallbackManager.configure(
inheritable_callbacks=config.get("callbacks"),
inheritable_tags=all_tags,
inheritable_metadata=config.get("metadata"),
langsmith_inheritable_metadata=_get_tracing_metadata_defaults(config),
)
return manager
def _is_not_empty(value: Any) -> bool:
@@ -312,54 +308,22 @@ def ensure_config(*configs: RunnableConfig | None) -> RunnableConfig:
for k, v in config.items():
if _is_not_empty(v) and k not in CONFIG_KEYS:
empty[CONF][k] = v
configurable = empty.get("configurable")
metadata = empty.get("metadata")
if configurable and metadata is not None:
for key in _PROPAGATE_TO_METADATA:
if key in metadata:
continue
value = configurable.get(key)
if value:
metadata[key] = value
_empty_metadata = empty["metadata"]
for key, value in empty[CONF].items():
if _exclude_as_metadata(key, value, _empty_metadata):
continue
_empty_metadata[key] = value
return empty
_OMIT = ("key", "token", "secret", "password", "auth")
def _exclude_as_metadata(key: str, value: Any) -> bool:
def _exclude_as_metadata(key: str, value: Any, metadata: Mapping[str, Any]) -> bool:
key_lower = key.casefold()
return (
key.startswith("__")
or not isinstance(value, (str, int, float, bool))
or key in metadata
or any(substr in key_lower for substr in _OMIT)
)
def _get_tracing_metadata_defaults(
config: RunnableConfig,
) -> dict[str, Any] | None:
"""Get tracer-only metadata defaults from configurable values."""
configurable = config.get("configurable")
if not configurable:
return None
metadata: dict[str, Any] = {}
for key, value in configurable.items():
if _exclude_as_metadata(key, value):
continue
metadata[key] = value
return metadata or None
_PROPAGATE_TO_METADATA = frozenset(
(
"thread_id",
"checkpoint_id",
"checkpoint_ns",
"task_id",
"run_id",
"assistant_id",
"graph_id",
)
)
@@ -12,9 +12,6 @@ RESUME = sys.intern("__resume__")
# for values passed to resume a node after an interrupt
ERROR = sys.intern("__error__")
# for errors raised by nodes
ERROR_SOURCE_NODE = sys.intern("__error_source_node__")
# failed source node name for node-level error handlers
# value format in pending writes: `(task_id, ERROR_SOURCE_NODE, node_name: str)`
NO_WRITES = sys.intern("__no_writes__")
# marker to signal node didn't write anything
TASKS = sys.intern("__pregel_tasks")
@@ -59,8 +56,6 @@ CONFIG_KEY_CHECKPOINT_NS = sys.intern("checkpoint_ns")
# holds the current checkpoint_ns, "" for root graph
CONFIG_KEY_NODE_FINISHED = sys.intern("__pregel_node_finished")
# holds a callback to be called when a node is finished
CONFIG_KEY_TIMED_ATTEMPT_OBSERVER = sys.intern("__pregel_timed_attempt_observer")
# holds a callback to be called when an idle-timed node attempt starts or finishes
CONFIG_KEY_SCRATCHPAD = sys.intern("__pregel_scratchpad")
# holds a mutable dict for temporary storage scoped to the current task
CONFIG_KEY_RUNNER_SUBMIT = sys.intern("__pregel_runner_submit")
@@ -71,13 +66,6 @@ CONFIG_KEY_RUNTIME = sys.intern("__pregel_runtime")
# holds a `Runtime` instance with context, store, stream writer, etc.
CONFIG_KEY_RESUME_MAP = sys.intern("__pregel_resume_map")
# holds a mapping of task ns -> resume value for resuming tasks
CONFIG_KEY_STREAM_MESSAGES_V2 = sys.intern("__pregel_stream_messages_v2")
# when True, attach StreamMessagesHandlerV2 so content-block (v2) events
# flow through stream_mode="messages"; set by StreamingHandler only.
CONFIG_KEY_NODE_ERROR = sys.intern("__pregel_node_error")
# holds a `NodeError` (failed source node + exception) for the current
# node-level error handler invocation, injected when handler signature
# requests `error: NodeError`
# --- Other constants ---
PUSH = sys.intern("__pregel_push")
@@ -105,7 +93,6 @@ RESERVED = {
INTERRUPT,
RESUME,
ERROR,
ERROR_SOURCE_NODE,
NO_WRITES,
# reserved config.configurable keys
CONFIG_KEY_SEND,
@@ -119,9 +106,7 @@ RESERVED = {
CONFIG_KEY_CHECKPOINT_MAP,
CONFIG_KEY_CHECKPOINT_ID,
CONFIG_KEY_CHECKPOINT_NS,
CONFIG_KEY_TIMED_ATTEMPT_OBSERVER,
CONFIG_KEY_RESUME_MAP,
CONFIG_KEY_STREAM_MESSAGES_V2,
# other constants
PUSH,
PULL,
@@ -51,11 +51,9 @@ from langgraph._internal._config import (
)
from langgraph._internal._constants import (
CONF,
CONFIG_KEY_NODE_ERROR,
CONFIG_KEY_RUNTIME,
)
from langgraph._internal._typing import MISSING
from langgraph.errors import NodeError
from langgraph.types import StreamWriter
try:
@@ -119,19 +117,6 @@ def set_config_context(
ctx.run(_unset_config_context, config_token, run)
def create_task_in_config_context(
coro_factory: Callable[[], Coroutine[Any, Any, Any]], config: RunnableConfig
) -> asyncio.Task[Any]:
"""Create an asyncio.Task that inherits `config` as the child runnable context.
`asyncio.create_task` snapshots the current contextvars onto the new task,
so calling `create_task` while the config context is set ensures the task
sees `config` via `var_child_runnable_config` and any tracing parent.
"""
with set_config_context(config) as context:
return context.run(lambda: asyncio.create_task(coro_factory()))
# Before Python 3.11 native StrEnum is not available
class StrEnum(str, enum.Enum):
"""A string enum."""
@@ -196,15 +181,6 @@ KWARGS_CONFIG_KEYS: tuple[tuple[str, tuple[Any, ...], str, Any], ...] = (
"N/A",
inspect.Parameter.empty,
),
(
"error",
(NodeError, "NodeError"),
# we never hit this block, we read directly from configurable
"N/A",
# default to None so non-handler nodes that happen to type a parameter
# `error: NodeError` don't blow up; handlers always receive a NodeError.
None,
),
)
"""List of kwargs that can be passed to functions, and their corresponding
config keys, default values and type annotations.
@@ -378,8 +354,6 @@ class RunnableCallable(Runnable):
kw_value: Any = MISSING
if kw == "config":
kw_value = config
elif kw == "error":
kw_value = config.get(CONF, {}).get(CONFIG_KEY_NODE_ERROR, MISSING)
elif runtime:
if kw == "runtime":
kw_value = runtime
@@ -452,8 +426,6 @@ class RunnableCallable(Runnable):
kw_value: Any = MISSING
if kw == "config":
kw_value = config
elif kw == "error":
kw_value = config.get(CONF, {}).get(CONFIG_KEY_NODE_ERROR, MISSING)
elif runtime:
if kw == "runtime":
kw_value = runtime
@@ -1,25 +0,0 @@
from __future__ import annotations
from datetime import timedelta
from typing import Literal
from langgraph.types import TimeoutPolicy
_SYNC_TIMEOUT_PREFIX = (
"Node timeouts are only supported for async nodes because sync Python "
"execution cannot be safely cancelled in-process."
)
def coerce_timeout_policy(
value: float | timedelta | TimeoutPolicy | None,
) -> TimeoutPolicy | None:
"""Normalize a timeout value to positive-second policy fields."""
return TimeoutPolicy.coerce(value)
def sync_timeout_unsupported(
name: str, *, kind: Literal["Node", "Task"] = "Node"
) -> ValueError:
"""Build the canonical error for using `timeout` with a sync target."""
return ValueError(f"{_SYNC_TIMEOUT_PREFIX} {kind} {name!r} is sync.")
-394
View File
@@ -1,394 +0,0 @@
"""Graph lifecycle callback interfaces and event payloads.
This module defines the public callback surface for observing LangGraph-specific
lifecycle transitions such as interrupt and resume.
"""
from __future__ import annotations
from collections.abc import Sequence
from dataclasses import dataclass
from typing import Any, Literal, TypeAlias, TypeVar
from uuid import UUID
from langchain_core.callbacks import BaseCallbackHandler, BaseCallbackManager
from langchain_core.callbacks.manager import ahandle_event, handle_event
from langchain_core.runnables import RunnableConfig
from langgraph.types import Interrupt
__all__ = (
"GraphCallbackHandler",
"GraphInterruptEvent",
"GraphLifecycleEvent",
"GraphLifecycleStatus",
"GraphResumeEvent",
"get_async_graph_callback_manager_for_config",
"get_sync_graph_callback_manager_for_config",
)
GraphLifecycleStatus: TypeAlias = Literal[
"input",
"pending",
"done",
"interrupt_before",
"interrupt_after",
"out_of_steps",
]
"""Allowed lifecycle statuses reported in graph lifecycle callback events."""
@dataclass(frozen=True)
class GraphInterruptEvent:
"""Graph lifecycle event emitted when execution pauses for interrupts."""
run_id: UUID | None
"""Run id for the current graph execution, if available."""
status: GraphLifecycleStatus
"""Loop status when the interrupt was captured."""
checkpoint_id: str
"""Checkpoint id associated with the interrupted execution."""
checkpoint_ns: tuple[str, ...]
"""Checkpoint namespace path for the current graph or subgraph."""
interrupts: tuple[Interrupt, ...]
"""Interrupt payloads that caused the graph to pause."""
@dataclass(frozen=True)
class GraphResumeEvent:
"""Graph lifecycle event emitted when execution resumes from a checkpoint."""
run_id: UUID | None
"""Run id for the current graph execution, if available."""
status: GraphLifecycleStatus
"""Loop status when the resume was captured."""
checkpoint_id: str
"""Checkpoint id the graph resumed from."""
checkpoint_ns: tuple[str, ...]
"""Checkpoint namespace path for the current graph or subgraph."""
GraphLifecycleEvent: TypeAlias = GraphInterruptEvent | GraphResumeEvent
"""Union of all public graph lifecycle callback event payloads.
Use this alias when a callback or helper can receive either interrupt or resume
lifecycle events.
"""
class GraphCallbackHandler(BaseCallbackHandler):
"""Base class for graph-level lifecycle callbacks.
Subclass this handler to observe graph lifecycle transitions that are
specific to LangGraph execution, rather than generic LangChain runnable
callbacks.
Instances can be passed through `config["callbacks"]` when invoking a
graph. Only handlers that inherit from `GraphCallbackHandler` receive these
lifecycle events.
"""
def on_interrupt(self, event: GraphInterruptEvent) -> Any:
"""Run when graph execution pauses due to one or more interrupts.
Args:
event: Interrupt lifecycle event payload.
"""
def on_resume(self, event: GraphResumeEvent) -> Any:
"""Run when graph execution resumes from a persisted checkpoint.
Args:
event: Resume lifecycle event payload.
"""
_MISSING = object()
def _filter_graph_handlers(
handlers: list[BaseCallbackHandler],
) -> list[GraphCallbackHandler]:
return [h for h in handlers if isinstance(h, GraphCallbackHandler)]
def _init_base_manager(
manager: BaseCallbackManager,
handlers: Sequence[GraphCallbackHandler] | None,
inheritable_handlers: Sequence[GraphCallbackHandler] | None,
parent_run_id: UUID | None,
*,
tags: list[str] | None,
inheritable_tags: list[str] | None,
metadata: dict[str, Any] | None,
inheritable_metadata: dict[str, Any] | None,
run_id: UUID | None,
) -> None:
base_handlers: list[BaseCallbackHandler] = []
base_inheritable_handlers: list[BaseCallbackHandler] = []
if handlers is not None:
base_handlers.extend(handlers)
if inheritable_handlers is not None:
base_inheritable_handlers.extend(inheritable_handlers)
BaseCallbackManager.__init__(
manager,
handlers=base_handlers,
inheritable_handlers=base_inheritable_handlers,
parent_run_id=parent_run_id,
tags=tags,
inheritable_tags=inheritable_tags,
metadata=metadata,
inheritable_metadata=inheritable_metadata,
)
manager.run_id = run_id # type: ignore[attr-defined]
def _configure_graph_callbacks(
cls: type[_GraphManagerT],
callbacks: object | None,
*,
run_id: UUID | None,
) -> _GraphManagerT:
if callbacks is None:
return cls(run_id=run_id)
if isinstance(callbacks, cls):
return callbacks.copy(run_id=run_id)
if isinstance(callbacks, (_GraphCallbackManager, _AsyncGraphCallbackManager)):
# Cross-type: extract handlers into the requested cls.
return cls(
handlers=_filter_graph_handlers(callbacks.handlers),
inheritable_handlers=_filter_graph_handlers(callbacks.inheritable_handlers),
parent_run_id=callbacks.parent_run_id,
tags=callbacks.tags.copy(),
inheritable_tags=callbacks.inheritable_tags.copy(),
metadata=callbacks.metadata.copy(),
inheritable_metadata=callbacks.inheritable_metadata.copy(),
run_id=run_id,
)
if isinstance(callbacks, BaseCallbackManager):
return cls(
handlers=_filter_graph_handlers(callbacks.handlers),
inheritable_handlers=_filter_graph_handlers(callbacks.inheritable_handlers),
parent_run_id=callbacks.parent_run_id,
tags=callbacks.tags.copy(),
inheritable_tags=callbacks.inheritable_tags.copy(),
metadata=callbacks.metadata.copy(),
inheritable_metadata=callbacks.inheritable_metadata.copy(),
run_id=run_id,
)
if isinstance(callbacks, GraphCallbackHandler):
return cls((callbacks,), run_id=run_id)
if isinstance(callbacks, (str, bytes)) or not isinstance(callbacks, Sequence):
raise TypeError("callbacks must be a handler, sequence, or manager")
return cls(_filter_graph_handlers(list(callbacks)), run_id=run_id)
def _copy_graph_manager(
manager: _GraphCallbackManager | _AsyncGraphCallbackManager,
cls: type[_GraphManagerT],
run_id: UUID | None | object,
) -> _GraphManagerT:
resolved_run_id: UUID | None
if run_id is _MISSING:
resolved_run_id = manager.run_id
else:
if run_id is not None and not isinstance(run_id, UUID):
raise TypeError("run_id must be a UUID or None")
resolved_run_id = run_id
return cls(
handlers=_filter_graph_handlers(manager.handlers),
inheritable_handlers=_filter_graph_handlers(manager.inheritable_handlers),
parent_run_id=manager.parent_run_id,
tags=manager.tags.copy(),
inheritable_tags=manager.inheritable_tags.copy(),
metadata=manager.metadata.copy(),
inheritable_metadata=manager.inheritable_metadata.copy(),
run_id=resolved_run_id,
)
class _GraphCallbackManager(BaseCallbackManager):
"""Sync dispatcher for graph lifecycle events."""
run_id: UUID | None
def __init__(
self,
handlers: Sequence[GraphCallbackHandler] | None = None,
inheritable_handlers: Sequence[GraphCallbackHandler] | None = None,
parent_run_id: UUID | None = None,
*,
tags: list[str] | None = None,
inheritable_tags: list[str] | None = None,
metadata: dict[str, Any] | None = None,
inheritable_metadata: dict[str, Any] | None = None,
run_id: UUID | None = None,
) -> None:
_init_base_manager(
self,
handlers,
inheritable_handlers,
parent_run_id,
tags=tags,
inheritable_tags=inheritable_tags,
metadata=metadata,
inheritable_metadata=inheritable_metadata,
run_id=run_id,
)
def copy(
self,
*,
run_id: UUID | None | object = _MISSING,
) -> _GraphCallbackManager:
return _copy_graph_manager(self, _GraphCallbackManager, run_id)
@classmethod
def configure(
cls,
callbacks: object | None = None,
*,
run_id: UUID | None = None,
) -> _GraphCallbackManager:
return _configure_graph_callbacks(cls, callbacks, run_id=run_id)
def on_interrupt(self, event: GraphInterruptEvent) -> None:
handle_event(
self.handlers,
"on_interrupt",
None,
event,
)
def on_resume(self, event: GraphResumeEvent) -> None:
handle_event(
self.handlers,
"on_resume",
None,
event,
)
class _AsyncGraphCallbackManager(BaseCallbackManager):
"""Async dispatcher for graph lifecycle events."""
run_id: UUID | None
@property
def is_async(self) -> bool:
"""Return whether the manager is async."""
return True
def __init__(
self,
handlers: Sequence[GraphCallbackHandler] | None = None,
inheritable_handlers: Sequence[GraphCallbackHandler] | None = None,
parent_run_id: UUID | None = None,
*,
tags: list[str] | None = None,
inheritable_tags: list[str] | None = None,
metadata: dict[str, Any] | None = None,
inheritable_metadata: dict[str, Any] | None = None,
run_id: UUID | None = None,
) -> None:
_init_base_manager(
self,
handlers,
inheritable_handlers,
parent_run_id,
tags=tags,
inheritable_tags=inheritable_tags,
metadata=metadata,
inheritable_metadata=inheritable_metadata,
run_id=run_id,
)
def copy(
self,
*,
run_id: UUID | None | object = _MISSING,
) -> _AsyncGraphCallbackManager:
return _copy_graph_manager(self, _AsyncGraphCallbackManager, run_id)
@classmethod
def configure(
cls,
callbacks: object | None = None,
*,
run_id: UUID | None = None,
) -> _AsyncGraphCallbackManager:
return _configure_graph_callbacks(cls, callbacks, run_id=run_id)
async def on_interrupt(self, event: GraphInterruptEvent) -> None:
await ahandle_event(
self.handlers,
"on_interrupt",
None,
event,
)
async def on_resume(self, event: GraphResumeEvent) -> None:
await ahandle_event(
self.handlers,
"on_resume",
None,
event,
)
_GraphManagerT = TypeVar(
"_GraphManagerT", _GraphCallbackManager, _AsyncGraphCallbackManager
)
GraphCallbacks: TypeAlias = (
_GraphCallbackManager
| _AsyncGraphCallbackManager
| BaseCallbackManager
| GraphCallbackHandler
| Sequence[BaseCallbackHandler]
| Sequence[GraphCallbackHandler]
| None
)
def get_sync_graph_callback_manager_for_config(
config: RunnableConfig,
*,
run_id: UUID | None = None,
) -> _GraphCallbackManager:
"""Build a sync graph lifecycle callback manager from a runnable config.
This helper filters `config["callbacks"]` down to handlers that inherit
from `GraphCallbackHandler` and binds the provided `run_id` onto the
returned manager.
"""
return _GraphCallbackManager.configure(
config.get("callbacks"),
run_id=run_id,
)
def get_async_graph_callback_manager_for_config(
config: RunnableConfig,
*,
run_id: UUID | None = None,
) -> _AsyncGraphCallbackManager:
"""Build an async graph lifecycle callback manager from a runnable config.
This helper filters `config["callbacks"]` down to handlers that inherit
from `GraphCallbackHandler` and binds the provided `run_id` onto the
returned manager.
"""
return _AsyncGraphCallbackManager.configure(
config.get("callbacks"),
run_id=run_id,
)
@@ -1,7 +1,6 @@
from langgraph.channels.any_value import AnyValue
from langgraph.channels.base import BaseChannel
from langgraph.channels.binop import BinaryOperatorAggregate
from langgraph.channels.delta import DeltaChannel
from langgraph.channels.ephemeral_value import EphemeralValue
from langgraph.channels.last_value import LastValue, LastValueAfterFinish
from langgraph.channels.named_barrier_value import (
@@ -21,7 +20,6 @@ __all__ = (
"UntrackedValue",
"EphemeralValue",
"BinaryOperatorAggregate",
"DeltaChannel",
"NamedBarrierValue",
"NamedBarrierValueAfterFinish",
# topics
+9 -16
View File
@@ -22,9 +22,10 @@ __all__ = ("BinaryOperatorAggregate",)
def _strip_extras(t): # type: ignore[no-untyped-def]
"""Strips Annotated, Required and NotRequired from a given type."""
if hasattr(t, "__origin__"):
if t.__origin__ in (Required, NotRequired):
return _strip_extras(t.__args__[0])
return _strip_extras(t.__origin__)
if hasattr(t, "__origin__") and t.__origin__ in (Required, NotRequired):
return _strip_extras(t.__args__[0])
return t
@@ -32,22 +33,11 @@ def _get_overwrite(value: Any) -> tuple[bool, Any]:
"""Inspects the given value and returns (is_overwrite, overwrite_value)."""
if isinstance(value, Overwrite):
return True, value.value
if isinstance(value, dict) and len(value) == 1 and OVERWRITE in value:
if isinstance(value, dict) and set(value.keys()) == {OVERWRITE}:
return True, value[OVERWRITE]
return False, None
def _operators_equal(a: Callable, b: Callable) -> bool:
"""Return True if two reducer operators should be considered equal.
Lambdas all share the name '<lambda>' so identity comparison is
unreliable; treat any pairing that includes a lambda as equal.
"""
if a.__name__ == "<lambda>" or b.__name__ == "<lambda>":
return True
return a is b
class BinaryOperatorAggregate(Generic[Value], BaseChannel[Value, Value, Value]):
"""Stores the result of applying a binary operator to the current value and each new value.
@@ -78,8 +68,11 @@ class BinaryOperatorAggregate(Generic[Value], BaseChannel[Value, Value, Value]):
self.value = MISSING
def __eq__(self, value: object) -> bool:
return isinstance(value, BinaryOperatorAggregate) and _operators_equal(
self.operator, value.operator
return isinstance(value, BinaryOperatorAggregate) and (
value.operator is self.operator
if value.operator.__name__ != "<lambda>"
and self.operator.__name__ != "<lambda>"
else True
)
@property
-201
View File
@@ -1,201 +0,0 @@
from __future__ import annotations
import collections.abc
import copy as _copy
from collections.abc import Callable, Sequence
from typing import Any, Generic
from langgraph.checkpoint.base import PendingWrite
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from typing_extensions import Self
from langgraph._internal._typing import MISSING
from langgraph.channels.base import BaseChannel, Value
from langgraph.channels.binop import _get_overwrite, _operators_equal, _strip_extras
from langgraph.errors import (
EmptyChannelError,
ErrorCode,
InvalidUpdateError,
create_error_message,
)
__all__ = ("DeltaChannel",)
class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
"""Reducer channel that stores only a sentinel in checkpoint blobs and
reconstructs state by replaying ancestor writes through the reducer.
!!! warning "Beta"
`DeltaChannel` is in beta. The API and on-disk representation may
change in future releases. Threads written with `DeltaChannel` today
are expected to remain readable, but the surrounding contract
(`BaseCheckpointSaver.get_delta_channel_history`, the
`_DeltaSnapshot` blob shape, the `delta_updates_since_snapshot`
metadata field) is not yet stable.
The reducer receives the current accumulated value and a batch of writes
in one call: `reducer(state, [write1, write2, ...]) -> new_state`.
Reducers must be deterministic and batching-invariant (associative across
folds): applying two consecutive write batches separately must produce the
same state as applying their concatenation once:
reducer(reducer(state, xs), ys) == reducer(state, xs + ys)
This lets LangGraph replay checkpointed writes in larger batches than they
were originally produced without changing reconstructed state.
Snapshot cadence is driven by per-channel update count. `create_checkpoint`
writes a full `_DeltaSnapshot` blob every `snapshot_frequency` updates to
this channel, bounding replay depth.
Parameters:
reducer: `(state, list[writes]) -> new_state`. Must be deterministic
and batching-invariant as described above.
typ: The value type (e.g. `list`, `dict`). Inferred automatically
from the outer type when used inside `Annotated[T, DeltaChannel(...)]`.
snapshot_frequency: Every Nth update to this channel writes a snapshot
blob (default `1000`). Must be a positive int.
"""
__slots__ = ("value", "reducer", "snapshot_frequency")
value: Value | Any
def __init__(
self,
reducer: Callable[[Any, Sequence[Any]], Any],
typ: type[Value] | None = None,
*,
snapshot_frequency: int = 1000,
) -> None:
if snapshot_frequency <= 0:
raise ValueError(
f"snapshot_frequency must be a positive int, got {snapshot_frequency}"
)
if typ is None:
typ = list # type: ignore[assignment] # placeholder; overridden by _is_field_channel
super().__init__(typ)
self.reducer = reducer
self.snapshot_frequency = snapshot_frequency
typ = _strip_extras(typ)
if typ in (collections.abc.Sequence, collections.abc.MutableSequence):
typ = list
if typ in (collections.abc.Set, collections.abc.MutableSet):
typ = set
if typ in (collections.abc.Mapping, collections.abc.MutableMapping):
typ = dict
self.typ = typ
self.value: Any = MISSING
def __eq__(self, other: object) -> bool:
if not isinstance(other, DeltaChannel):
return False
if self.snapshot_frequency != other.snapshot_frequency:
return False
return _operators_equal(self.reducer, other.reducer)
@property
def ValueType(self) -> Any:
return self.typ
@property
def UpdateType(self) -> Any:
return self.typ
def copy(self) -> Self:
new = self.__class__(
self.reducer, self.typ, snapshot_frequency=self.snapshot_frequency
)
new.key = self.key
new.value = self.value if self.value is MISSING else _copy.copy(self.value)
return new
def from_checkpoint(self, checkpoint: Any) -> Self:
"""Initialize from a stored blob.
Blob types:
* `MISSING`: start empty; caller replays writes.
* `_DeltaSnapshot(value)`: restore value directly from snapshot.
* plain value (migration from old `BinaryOperatorAggregate` blobs):
use directly.
"""
new = self.__class__(
self.reducer, self.typ, snapshot_frequency=self.snapshot_frequency
)
new.key = self.key
if checkpoint is MISSING:
new.value = self.typ()
elif isinstance(checkpoint, _DeltaSnapshot):
new.value = checkpoint.value
else:
new.value = checkpoint
return new
def replay_writes(self, writes: Sequence[PendingWrite]) -> None:
"""Apply ancestor writes oldest-to-newest via a single reducer call.
If any write is an Overwrite, the last one in the sequence acts as
the reset point: its value becomes the new base and only writes
after it are passed to the reducer.
"""
values = [v for _, _, v in writes]
if not values:
return
base = self.value
start = 0
for i, v in enumerate(values):
is_ow, ow_value = _get_overwrite(v)
if is_ow:
base = _copy.copy(ow_value) if ow_value is not None else self.typ()
start = i + 1
remaining = values[start:]
self.value = self.reducer(base, remaining) if remaining else base
def update(self, values: Sequence[Any]) -> bool:
if not values:
return False
overwrite_idx: int | None = None
for i, v in enumerate(values):
is_ow, _ = _get_overwrite(v)
if is_ow:
if overwrite_idx is not None:
msg = create_error_message(
message="Can receive only one Overwrite value per super-step.",
error_code=ErrorCode.INVALID_CONCURRENT_GRAPH_UPDATE,
)
raise InvalidUpdateError(msg)
overwrite_idx = i
if overwrite_idx is not None:
_, overwrite_value = _get_overwrite(values[overwrite_idx])
base = (
_copy.copy(overwrite_value)
if overwrite_value is not None
else self.typ()
)
remaining = [v for i, v in enumerate(values) if i != overwrite_idx]
self.value = self.reducer(base, remaining) if remaining else base
return True
base = self.typ() if self.value is MISSING else self.value
self.value = self.reducer(base, list(values))
return True
def get(self) -> Any:
if self.value is MISSING:
raise EmptyChannelError()
return self.value
def is_available(self) -> bool:
return self.value is not MISSING
def checkpoint(self) -> Any:
"""Return stored representation: always `MISSING`.
Snapshot decisions live in `create_checkpoint` (which has the channel
version) and write `_DeltaSnapshot(ch.get())` directly into
`channel_values`. For non-snapshot steps the channel does not appear
in `channel_values`; reconstruction walks ancestor writes via the
saver's `get_delta_channel_history`.
"""
return MISSING
+5 -96
View File
@@ -1,9 +1,8 @@
from __future__ import annotations
from collections.abc import Sequence
from dataclasses import dataclass
from enum import Enum
from typing import Any, Literal
from typing import Any
from warnings import warn
# EmptyChannelError is re-exported from langgraph.channels.base
@@ -16,14 +15,11 @@ from langgraph.warnings import LangGraphDeprecatedSinceV10
__all__ = (
"EmptyChannelError",
"ErrorCode",
"GraphDrained",
"GraphRecursionError",
"InvalidUpdateError",
"GraphBubbleUp",
"GraphInterrupt",
"NodeError",
"NodeInterrupt",
"NodeTimeoutError",
"ParentCommand",
"EmptyInputError",
"TaskNotFound",
@@ -46,23 +42,6 @@ def create_error_message(*, message: str, error_code: ErrorCode) -> str:
)
class GraphBubbleUp(Exception):
pass
class GraphDrained(GraphBubbleUp):
"""Raised when a graph run exits early due to a drain request.
This indicates the graph stopped cooperatively at a superstep boundary
because `RunControl.request_drain()` was called (e.g., in response to
SIGTERM). The checkpoint is saved and the run can be resumed later.
"""
def __init__(self, reason: str = "shutdown") -> None:
self.reason = reason
super().__init__(f"Graph drained: {reason}")
class GraphRecursionError(RecursionError):
"""Raised when the graph has exhausted the maximum number of steps.
@@ -98,6 +77,10 @@ class InvalidUpdateError(Exception):
pass
class GraphBubbleUp(Exception):
pass
class GraphInterrupt(GraphBubbleUp):
"""Raised when a subgraph is interrupted, suppressed by the root graph.
Never raised directly, or surfaced to the user."""
@@ -142,77 +125,3 @@ class TaskNotFound(Exception):
"""Raised when the executor is unable to find a task (for distributed mode)."""
pass
@dataclass(frozen=True, slots=True)
class NodeError:
"""Failure context passed to a node-level error handler.
Inject by adding a parameter typed `NodeError` to a handler registered via
`StateGraph.add_node(..., error_handler=...)`:
```python
def handler(state: State, error: NodeError) -> Command:
return Command(update={"status": f"recovered from {error.node}: {error.error}"})
```
"""
node: str
"""Name of the node whose execution failed."""
error: BaseException
"""Exception raised by the failed node."""
class NodeTimeoutError(Exception):
"""Raised when a node invocation exceeds one of its configured timeouts.
Does **not** inherit from the built-in `TimeoutError` (a subclass of
`OSError`) so that the default `RetryPolicy` treats it as retryable.
Both `idle_timeout` and `run_timeout` reflect the configured policy at the
time of the failure (each is `None` if not configured). `kind` and
`timeout` identify which one fired.
"""
node: str
timeout: float
run_timeout: float | None
idle_timeout: float | None
elapsed: float
kind: Literal["idle", "run"]
def __init__(
self,
node: str,
elapsed: float,
*,
kind: Literal["idle", "run"],
idle_timeout: float | None = None,
run_timeout: float | None = None,
) -> None:
if kind == "idle":
if idle_timeout is None:
raise ValueError("idle_timeout is required when kind='idle'")
message = (
f"Node '{node}' exceeded its idle timeout of "
f"{idle_timeout:.3f}s without making progress "
f"(elapsed: {elapsed:.3f}s)."
)
self.timeout = idle_timeout
elif kind == "run":
if run_timeout is None:
raise ValueError("run_timeout is required when kind='run'")
message = (
f"Node '{node}' exceeded its run timeout of "
f"{run_timeout:.3f}s (elapsed: {elapsed:.3f}s)."
)
self.timeout = run_timeout
else:
raise ValueError("kind must be 'idle' or 'run'")
super().__init__(message)
self.node = node
self.elapsed = elapsed
self.kind = kind
self.idle_timeout = idle_timeout
self.run_timeout = run_timeout
+6 -51
View File
@@ -5,7 +5,6 @@ import inspect
import warnings
from collections.abc import Awaitable, Callable, Sequence
from dataclasses import dataclass
from datetime import timedelta
from typing import (
Any,
Generic,
@@ -23,11 +22,6 @@ from typing_extensions import Unpack
from langgraph._internal import _serde
from langgraph._internal._constants import CACHE_NS_WRITES, PREVIOUS
from langgraph._internal._runnable import is_async_callable
from langgraph._internal._timeout import (
coerce_timeout_policy,
sync_timeout_unsupported,
)
from langgraph._internal._typing import MISSING, DeprecatedKwargs
from langgraph.channels.ephemeral_value import EphemeralValue
from langgraph.channels.last_value import LastValue
@@ -37,19 +31,13 @@ from langgraph.pregel._call import (
P,
SyncAsyncFuture,
T,
_call_with_options,
call,
get_runnable_for_entrypoint,
identifier,
)
from langgraph.pregel._read import PregelNode
from langgraph.pregel._write import ChannelWrite, ChannelWriteEntry
from langgraph.types import (
_DC_KWARGS,
CachePolicy,
RetryPolicy,
StreamMode,
TimeoutPolicy,
)
from langgraph.types import _DC_KWARGS, CachePolicy, RetryPolicy, StreamMode
from langgraph.typing import ContextT
from langgraph.warnings import LangGraphDeprecatedSinceV05, LangGraphDeprecatedSinceV10
@@ -63,7 +51,6 @@ class _TaskFunction(Generic[P, T]):
*,
retry_policy: Sequence[RetryPolicy],
cache_policy: CachePolicy[Callable[P, str | bytes]] | None = None,
timeout: TimeoutPolicy | None = None,
name: str | None = None,
) -> None:
if name is not None:
@@ -80,17 +67,15 @@ class _TaskFunction(Generic[P, T]):
self.func = func
self.retry_policy = retry_policy
self.cache_policy = cache_policy
self.timeout = timeout
functools.update_wrapper(self, func)
def __call__(self, *args: P.args, **kwargs: P.kwargs) -> SyncAsyncFuture[T]:
return _call_with_options(
return call(
self.func,
args,
kwargs,
retry_policy=self.retry_policy,
cache_policy=self.cache_policy,
timeout=self.timeout,
*args,
**kwargs,
)
def clear_cache(self, cache: BaseCache) -> None:
@@ -113,7 +98,6 @@ def task(
name: str | None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy[Callable[P, str | bytes]] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> Callable[
[Callable[P, Awaitable[T]] | Callable[P, T]],
@@ -135,7 +119,6 @@ def task(
name: str | None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy[Callable[P, str | bytes]] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> (
Callable[[Callable[P, Awaitable[T]] | Callable[P, T]], _TaskFunction[P, T]]
@@ -159,14 +142,6 @@ def task(
name: An optional name for the task. If not provided, the function name will be used.
retry_policy: An optional retry policy (or list of policies) to use for the task in case of a failure.
cache_policy: An optional cache policy to use for the task. This allows caching of the task results.
timeout: Timeout for each task attempt. A number or `timedelta` is a hard
wall-clock cap and is not refreshed. Use `TimeoutPolicy` to configure
both a wall-clock `run_timeout` and an `idle_timeout` refreshed by
progress signals. For long-running work that doesn't naturally emit
progress, call `runtime.heartbeat()` from inside the task. When the
timeout fires, `NodeTimeoutError` is raised and the retry policy (if
any) decides whether to retry. Supported only for async tasks; sync
tasks cannot be safely cancelled in-process.
Returns:
A callable function when used as a decorator.
@@ -221,7 +196,6 @@ def task(
)
if retry_policy is None:
retry_policy = retry # type: ignore[assignment]
timeout_policy = coerce_timeout_policy(timeout)
retry_policies: Sequence[RetryPolicy] = (
()
@@ -234,15 +208,8 @@ def task(
def decorator(
func: Callable[P, Awaitable[T]] | Callable[P, T],
) -> Callable[P, SyncAsyncFuture[T]]:
if timeout_policy is not None and not is_async_callable(func):
name_ = name or getattr(func, "__name__", func.__class__.__name__)
raise sync_timeout_unsupported(str(name_), kind="Task")
return _TaskFunction(
func,
retry_policy=retry_policies,
cache_policy=cache_policy,
timeout=timeout_policy,
name=name,
func, retry_policy=retry_policies, cache_policy=cache_policy, name=name
)
if __func_or_none__ is not None:
@@ -301,15 +268,6 @@ class entrypoint(Generic[ContextT]):
passed to the workflow.
cache_policy: A cache policy to use for caching the results of the workflow.
retry_policy: A retry policy (or list of policies) to use for the workflow in case of a failure.
timeout: Timeout for each workflow attempt. A number or `timedelta` is a
hard wall-clock cap and is not refreshed. Use `TimeoutPolicy` to
configure both a wall-clock `run_timeout` and an `idle_timeout`
refreshed by progress signals. For long-running work that doesn't
naturally emit progress, call `runtime.heartbeat()` from inside the
workflow. When the timeout fires, `NodeTimeoutError` is raised and
the retry policy (if any) decides whether to retry. Supported only
for async workflows; sync workflows cannot be safely cancelled
in-process.
!!! warning "`config_schema` Deprecated"
The `config_schema` parameter is deprecated in v0.6.0 and support will be removed in v2.0.0.
@@ -442,7 +400,6 @@ class entrypoint(Generic[ContextT]):
context_schema: type[ContextT] | None = None,
cache_policy: CachePolicy | None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> None:
"""Initialize the entrypoint decorator."""
@@ -469,7 +426,6 @@ class entrypoint(Generic[ContextT]):
self.cache = cache
self.cache_policy = cache_policy
self.retry_policy = retry_policy
self.timeout = coerce_timeout_policy(timeout)
self.context_schema = context_schema
@dataclass(**_DC_KWARGS)
@@ -579,7 +535,6 @@ class entrypoint(Generic[ContextT]):
bound=bound,
triggers=[START],
channels=START,
timeout=self.timeout,
writers=[
ChannelWrite(
[
+1 -4
View File
@@ -9,7 +9,7 @@ from langgraph.store.base import BaseStore
from langgraph._internal._typing import EMPTY_SEQ
from langgraph.runtime import Runtime
from langgraph.types import CachePolicy, RetryPolicy, StreamWriter, TimeoutPolicy
from langgraph.types import CachePolicy, RetryPolicy, StreamWriter
from langgraph.typing import ContextT, NodeInputT, NodeInputT_contra
@@ -88,8 +88,5 @@ class StateNodeSpec(Generic[NodeInputT, ContextT]):
input_schema: type[NodeInputT]
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None
cache_policy: CachePolicy | None
is_error_handler: bool = False
error_handler_node: str | None = None
ends: tuple[str, ...] | dict[str, str] | None = EMPTY_SEQ
defer: bool = False
timeout: TimeoutPolicy | None = None
-65
View File
@@ -244,71 +244,6 @@ 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,
+1 -82
View File
@@ -7,7 +7,6 @@ import warnings
from collections import defaultdict
from collections.abc import Awaitable, Callable, Hashable, Sequence
from dataclasses import is_dataclass
from datetime import timedelta
from functools import partial
from inspect import isclass, isfunction, ismethod, signature
from types import FunctionType
@@ -46,11 +45,9 @@ from langgraph._internal._fields import (
)
from langgraph._internal._pydantic import create_model
from langgraph._internal._runnable import coerce_to_runnable
from langgraph._internal._timeout import coerce_timeout_policy
from langgraph._internal._typing import EMPTY_SEQ, MISSING, DeprecatedKwargs
from langgraph.channels.base import BaseChannel
from langgraph.channels.binop import BinaryOperatorAggregate
from langgraph.channels.delta import DeltaChannel
from langgraph.channels.ephemeral_value import EphemeralValue
from langgraph.channels.last_value import LastValue, LastValueAfterFinish
from langgraph.channels.named_barrier_value import (
@@ -84,7 +81,6 @@ from langgraph.types import (
Command,
RetryPolicy,
Send,
TimeoutPolicy,
ensure_valid_checkpointer,
)
from langgraph.typing import ContextT, InputT, NodeInputT, OutputT, StateT
@@ -303,9 +299,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema: None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
error_handler: StateNode[Any, ContextT] | None = None,
destinations: dict[str, str] | tuple[str, ...] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> Self:
"""Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -372,9 +366,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema: type[NodeInputT],
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
error_handler: StateNode[Any, ContextT] | None = None,
destinations: dict[str, str] | tuple[str, ...] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> Self:
"""Add a new node to the `StateGraph` where input schema is specified.
@@ -446,9 +438,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema: None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
error_handler: StateNode[Any, ContextT] | None = None,
destinations: dict[str, str] | tuple[str, ...] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> Self:
"""Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -515,9 +505,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema: type[NodeInputT],
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
error_handler: StateNode[Any, ContextT] | None = None,
destinations: dict[str, str] | tuple[str, ...] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> Self:
"""Add a new node to the `StateGraph`, input schema is specified.
@@ -591,9 +579,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema: type[NodeInputT] | None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
error_handler: StateNode[Any, ContextT] | None = None,
destinations: dict[str, str] | tuple[str, ...] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Unpack[DeprecatedKwargs],
) -> Self:
"""Add a new node to the `StateGraph`.
@@ -612,7 +598,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
If a sequence is provided, the first matching policy will be applied.
cache_policy: The cache policy for the node.
error_handler: Optional node-level error handler callable for this node.
destinations: Destinations that indicate where a node can route to.
Useful for edgeless graphs with nodes that return `Command` objects.
@@ -624,14 +609,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
!!! warning
This is only used for graph rendering and doesn't have any effect on the graph execution.
timeout: Timeout for each node attempt. A number or `timedelta` is
a hard wall-clock cap and is not refreshed. Use `TimeoutPolicy`
to configure both a wall-clock `run_timeout` and an
`idle_timeout` refreshed by progress signals. When exceeded, a
[`NodeTimeoutError`][langgraph.errors.NodeTimeoutError] is raised
and the retry policy (if any) decides whether to retry. Timeouts
are supported only for async nodes; sync nodes cannot be safely
cancelled in-process.
Example:
```python
@@ -685,7 +662,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
)
if input_schema is None:
input_schema = cast(type[NodeInputT] | None, input_)
timeout = coerce_timeout_policy(timeout)
if not isinstance(node, str):
action = node
@@ -772,25 +748,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
if destinations is not None:
ends = destinations
resolved_input_schema: type[Any] = (
input_schema or inferred_input_schema or self.state_schema
)
handler_node_name: str | None = None
if error_handler is not None:
handler_node_name = f"__error_handler__{node}"
if handler_node_name in self.nodes:
raise ValueError(
f"Auto-generated error handler node `{handler_node_name}` already exists."
)
self.nodes[handler_node_name] = StateNodeSpec[Any, ContextT](
coerce_to_runnable(error_handler, name=handler_node_name, trace=False), # type: ignore[arg-type]
metadata=None,
input_schema=resolved_input_schema,
retry_policy=None,
cache_policy=None,
is_error_handler=True,
)
if input_schema is not None:
self.nodes[node] = StateNodeSpec[NodeInputT, ContextT](
coerce_to_runnable(action, name=node, trace=False), # type: ignore[arg-type]
@@ -798,10 +755,8 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema=input_schema,
retry_policy=retry_policy,
cache_policy=cache_policy,
error_handler_node=handler_node_name,
ends=ends,
defer=defer,
timeout=timeout,
)
elif inferred_input_schema is not None:
self.nodes[node] = StateNodeSpec(
@@ -810,10 +765,8 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema=inferred_input_schema,
retry_policy=retry_policy,
cache_policy=cache_policy,
error_handler_node=handler_node_name,
ends=ends,
defer=defer,
timeout=timeout,
)
else:
self.nodes[node] = StateNodeSpec[StateT, ContextT](
@@ -822,10 +775,8 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
input_schema=self.state_schema,
retry_policy=retry_policy,
cache_policy=cache_policy,
error_handler_node=handler_node_name,
ends=ends,
defer=defer,
timeout=timeout,
)
input_schema = input_schema or inferred_input_schema
@@ -1080,6 +1031,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
for node in interrupt:
if node not in self.nodes:
raise ValueError(f"Interrupt node `{node}` not found")
self.compiled = True
return self
@@ -1093,7 +1045,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
interrupt_after: All | list[str] | None = None,
debug: bool = False,
name: str | None = None,
transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
) -> CompiledStateGraph[StateT, ContextT, InputT, OutputT]:
"""Compiles the `StateGraph` into a `CompiledStateGraph` object.
@@ -1126,19 +1077,11 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
interrupt_after: An optional list of node names to interrupt after.
debug: A flag indicating whether to enable debug mode.
name: The name to use for the compiled graph.
transformers: Optional sequence of `StreamTransformer` classes or
configured factories. Classes and factories are instantiated
per run whenever `stream_events(version="v3")` / `astream_events(version="v3")` is called and are
propagated to subgraph scopes. Custom factories should follow
the standard `StreamTransformer` constructor shape by
accepting `scope` as their first argument. Appended after the
built-in stream transformers.
Returns:
CompiledStateGraph: The compiled `StateGraph`.
"""
checkpointer = ensure_valid_checkpointer(checkpointer)
serde_allowlist: set[tuple[str, ...]] | None = None
if _serde.STRICT_MSGPACK_ENABLED:
schema_types: list[type[Any]] = [
@@ -1193,11 +1136,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
key for key, val in self.channels.items() if not is_managed_value(val)
]
)
node_error_handler_map = {
node_name: spec.error_handler_node
for node_name, spec in self.nodes.items()
if spec.error_handler_node is not None
}
compiled = CompiledStateGraph[StateT, ContextT, InputT, OutputT](
builder=self,
@@ -1220,9 +1158,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
debug=debug,
store=store,
cache=cache,
node_error_handler_map=node_error_handler_map,
name=name or "LangGraph",
stream_transformers=transformers,
)
compiled._serde_allowlist = serde_allowlist
@@ -1395,10 +1331,7 @@ class CompiledStateGraph(
metadata=node.metadata,
retry_policy=node.retry_policy,
cache_policy=node.cache_policy,
is_error_handler=node.is_error_handler,
error_handler_node=node.error_handler_node,
bound=node.runnable, # type: ignore[arg-type]
timeout=node.timeout,
)
else:
raise RuntimeError
@@ -1734,20 +1667,6 @@ def _is_field_channel(typ: type[Any]) -> BaseChannel | None:
# Search through all annotated medata to find channel annotations
for item in meta:
if isinstance(item, BaseChannel):
if isinstance(item, DeltaChannel) and hasattr(typ, "__origin__"):
origin = typ.__origin__
# Unwrap parameterized Required[X]/NotRequired[X] to X
# (e.g. Annotated[NotRequired[dict[...]], ...]).
if hasattr(origin, "__origin__") and origin.__origin__ in (
Required,
NotRequired,
):
origin = origin.__args__[0]
item = item.__class__(
item.reducer,
origin,
snapshot_frequency=item.snapshot_frequency,
)
return item
elif isclass(item) and issubclass(item, BaseChannel):
# ex, Annotated[int, EphemeralValue, SomeOtherAnnotation]
+3 -205
View File
@@ -39,7 +39,6 @@ from langgraph._internal._constants import (
CONFIG_KEY_CHECKPOINT_MAP,
CONFIG_KEY_CHECKPOINT_NS,
CONFIG_KEY_CHECKPOINTER,
CONFIG_KEY_NODE_ERROR,
CONFIG_KEY_READ,
CONFIG_KEY_RESUME_MAP,
CONFIG_KEY_RUNTIME,
@@ -48,7 +47,6 @@ from langgraph._internal._constants import (
CONFIG_KEY_TASK_ID,
CONFIG_KEY_THREAD_ID,
ERROR,
ERROR_SOURCE_NODE,
INTERRUPT,
NO_WRITES,
NS_END,
@@ -68,7 +66,6 @@ from langgraph.channels.base import BaseChannel
from langgraph.channels.topic import Topic
from langgraph.channels.untracked_value import UntrackedValue
from langgraph.constants import TAG_HIDDEN
from langgraph.errors import NodeError
from langgraph.managed.base import ManagedValueMapping
from langgraph.pregel._call import get_runnable_for_task, identifier
from langgraph.pregel._io import read_channels
@@ -83,7 +80,6 @@ from langgraph.types import (
PregelTask,
RetryPolicy,
Send,
TimeoutPolicy,
)
GetNextVersion = Callable[[V | None, None], V]
@@ -118,21 +114,13 @@ class PregelTaskWrites(NamedTuple):
class Call:
__slots__ = (
"func",
"input",
"retry_policy",
"cache_policy",
"callbacks",
"timeout",
)
__slots__ = ("func", "input", "retry_policy", "cache_policy", "callbacks")
func: Callable
input: tuple[tuple[Any, ...], dict[str, Any]]
retry_policy: Sequence[RetryPolicy] | None
cache_policy: CachePolicy | None
callbacks: Callbacks
timeout: TimeoutPolicy | None
def __init__(
self,
@@ -142,14 +130,12 @@ class Call:
retry_policy: Sequence[RetryPolicy] | None,
cache_policy: CachePolicy | None,
callbacks: Callbacks,
timeout: TimeoutPolicy | None = None,
) -> None:
self.func = func
self.input = input
self.retry_policy = retry_policy
self.cache_policy = cache_policy
self.callbacks = callbacks
self.timeout = timeout
def should_interrupt(
@@ -295,15 +281,7 @@ def apply_writes(
pending_writes_by_channel: dict[str, list[Any]] = defaultdict(list)
for task in tasks:
for chan, val in task.writes:
if chan in (
NO_WRITES,
PUSH,
RESUME,
INTERRUPT,
RETURN,
ERROR,
ERROR_SOURCE_NODE,
):
if chan in (NO_WRITES, PUSH, RESUME, INTERRUPT, RETURN, ERROR):
pass
elif chan in channels:
pending_writes_by_channel[chan].append(val)
@@ -755,48 +733,11 @@ def prepare_single_task(
task_path[:3],
writers=proc.flat_writers,
subgraphs=proc.subgraphs,
timeout=proc.timeout,
)
else:
return PregelTask(task_id, name, task_path[:3])
def _coerce_pending_error(value: Any) -> BaseException:
if isinstance(value, BaseException):
return value
return Exception(str(value))
def _read_errors_from_pending_writes(
pending_writes: list[PendingWrite],
) -> list[BaseException]:
errors: list[BaseException] = []
for _, channel, value in pending_writes:
if channel == ERROR:
errors.append(_coerce_pending_error(value))
return errors
def _read_error_for_task_id_from_pending_writes(
pending_writes: list[PendingWrite], task_id: str
) -> BaseException | None:
for pending_task_id, channel, value in reversed(pending_writes):
if pending_task_id == task_id and channel == ERROR:
return _coerce_pending_error(value)
return None
def _read_error_source_node_from_pending_writes(
pending_writes: list[PendingWrite], task_id: str
) -> str | None:
for pending_task_id, channel, value in reversed(pending_writes):
if pending_task_id == task_id and channel == ERROR_SOURCE_NODE:
if isinstance(value, str):
return value
return str(value)
return None
def prepare_push_task_functional(
task_path: tuple[str, tuple, int, str, Call],
# (PUSH, parent task path, idx of PUSH write, id of parent task, Call)
@@ -929,7 +870,6 @@ def prepare_push_task_functional(
cache_key,
task_id,
in_progress_task_path,
timeout=call.timeout,
)
else:
return PregelTask(task_id, name, in_progress_task_path)
@@ -1101,153 +1041,11 @@ def prepare_push_task_send(
translated_task_path,
writers=proc.flat_writers,
subgraphs=proc.subgraphs,
timeout=packet.timeout if packet.timeout is not None else proc.timeout,
)
else:
return PregelTask(task_id, packet.node, translated_task_path)
def prepare_node_error_handler_task(
failed_task: PregelExecutableTask,
*,
handler_node_name: str,
failed_error: BaseException,
checkpoint: Checkpoint,
pending_writes: list[PendingWrite],
processes: Mapping[str, PregelNode],
channels: Mapping[str, BaseChannel],
managed: ManagedValueMapping,
config: RunnableConfig,
step: int,
stop: int,
store: BaseStore | None = None,
checkpointer: BaseCheckpointSaver | None = None,
manager: None | ParentRunManager | AsyncParentRunManager = None,
cache_policy: CachePolicy | None = None,
retry_policy: Sequence[RetryPolicy] = (),
) -> PregelExecutableTask | None:
"""Prepare an immediate node-level error handler task for a failed task."""
if handler_node_name not in processes:
return None
proc = processes[handler_node_name]
proc_node = proc.node
if proc_node is None:
return None
checkpoint_id_bytes = binascii.unhexlify(checkpoint["id"].replace("-", ""))
task_id_func = _xxhash_str if checkpoint["v"] > 1 else _uuid5_str
configurable = config.get(CONF, {})
parent_ns = configurable.get(CONFIG_KEY_CHECKPOINT_NS, "")
checkpoint_ns = (
f"{parent_ns}{NS_SEP}{handler_node_name}" if parent_ns else handler_node_name
)
task_id = task_id_func(
checkpoint_id_bytes,
checkpoint_ns,
str(step),
handler_node_name,
PUSH,
"node_error_handler",
failed_task.id,
)
task_checkpoint_ns = f"{checkpoint_ns}:{task_id}"
translated_task_path = (*failed_task.path[:3], "node_error_handler", False)
metadata = {
"langgraph_step": step,
"langgraph_node": handler_node_name,
"langgraph_triggers": PUSH_TRIGGER,
"langgraph_path": translated_task_path,
"langgraph_checkpoint_ns": task_checkpoint_ns,
}
if proc.metadata:
metadata.update(proc.metadata)
writes: deque[tuple[str, Any]] = deque()
effective_retry_policy = proc.retry_policy or retry_policy
effective_cache_policy = proc.cache_policy or cache_policy
if effective_cache_policy:
args_key = effective_cache_policy.key_func(failed_task.input)
cache_key = CacheKey(
(
CACHE_NS_WRITES,
(identifier(proc) or "__dynamic__"),
handler_node_name,
),
xxh3_128_hexdigest(
args_key.encode() if isinstance(args_key, str) else args_key
),
effective_cache_policy.ttl,
)
else:
cache_key = None
scratchpad = _scratchpad(
config[CONF].get(CONFIG_KEY_SCRATCHPAD),
pending_writes,
task_id,
xxh3_128_hexdigest(task_checkpoint_ns.encode()),
config[CONF].get(CONFIG_KEY_RESUME_MAP),
step,
stop,
)
runtime = cast(Runtime, configurable.get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME))
runtime = runtime.override(
store=store, previous=checkpoint["channel_values"].get(PREVIOUS, None)
)
additional_config: RunnableConfig = {
"metadata": metadata,
"tags": proc.tags,
}
return PregelExecutableTask(
handler_node_name,
failed_task.input,
proc_node,
writes,
patch_config(
merge_configs(config, additional_config),
run_name=handler_node_name,
callbacks=manager.get_child(f"graph:step:{step}") if manager else None,
configurable={
CONFIG_KEY_TASK_ID: task_id,
CONFIG_KEY_SEND: writes.extend,
CONFIG_KEY_READ: partial(
local_read,
scratchpad,
channels,
managed,
PregelTaskWrites(
translated_task_path,
handler_node_name,
writes,
PUSH_TRIGGER,
),
),
CONFIG_KEY_CHECKPOINTER: (
checkpointer or configurable.get(CONFIG_KEY_CHECKPOINTER)
),
CONFIG_KEY_CHECKPOINT_MAP: {
**configurable.get(CONFIG_KEY_CHECKPOINT_MAP, {}),
parent_ns: checkpoint["id"],
},
CONFIG_KEY_CHECKPOINT_ID: None,
CONFIG_KEY_CHECKPOINT_NS: task_checkpoint_ns,
CONFIG_KEY_SCRATCHPAD: scratchpad,
CONFIG_KEY_RUNTIME: runtime,
CONFIG_KEY_NODE_ERROR: NodeError(
node=failed_task.name, error=failed_error
),
},
),
PUSH_TRIGGER,
effective_retry_policy,
cache_key,
task_id,
translated_task_path,
writers=proc.flat_writers,
subgraphs=proc.subgraphs,
)
def checkpoint_null_version(
checkpoint: Checkpoint,
) -> V | None:
@@ -1457,4 +1255,4 @@ def sanitize_untracked_values_in_send(
for k, v in packet.arg.items()
if not isinstance(channels.get(k), UntrackedValue)
}
return Send(node=packet.node, arg=sanitized_arg, timeout=packet.timeout)
return Send(node=packet.node, arg=sanitized_arg)
+1 -30
View File
@@ -8,7 +8,6 @@ import inspect
import sys
import types
from collections.abc import Awaitable, Callable, Generator, Sequence
from datetime import timedelta
from typing import Any, Generic, TypeVar, cast
from langchain_core.runnables import Runnable
@@ -21,13 +20,9 @@ from langgraph._internal._runnable import (
is_async_callable,
run_in_executor,
)
from langgraph._internal._timeout import (
coerce_timeout_policy,
sync_timeout_unsupported,
)
from langgraph.config import get_config
from langgraph.pregel._write import ChannelWrite, ChannelWriteEntry
from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy
from langgraph.types import CachePolicy, RetryPolicy
##
# Utilities borrowed from cloudpickle.
@@ -260,31 +255,8 @@ def call(
*args: Any,
retry_policy: Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
**kwargs: Any,
) -> SyncAsyncFuture[T]:
return _call_with_options(
func,
args,
kwargs,
retry_policy=retry_policy,
cache_policy=cache_policy,
timeout=coerce_timeout_policy(timeout),
)
def _call_with_options(
func: Callable[P, Awaitable[T]] | Callable[P, T],
args: tuple[Any, ...],
kwargs: dict[str, Any],
*,
retry_policy: Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
timeout: TimeoutPolicy | None = None,
) -> SyncAsyncFuture[T]:
if timeout is not None and not is_async_callable(func):
name = getattr(func, "__name__", func.__class__.__name__)
raise sync_timeout_unsupported(name, kind="Task")
config = get_config()
impl = config[CONF][CONFIG_KEY_CALL]
fut = impl(
@@ -293,6 +265,5 @@ def _call_with_options(
retry_policy=retry_policy,
cache_policy=cache_policy,
callbacks=config["callbacks"],
timeout=timeout,
)
return fut
+16 -175
View File
@@ -1,27 +1,17 @@
from __future__ import annotations
from collections.abc import Callable, Mapping
from collections.abc import Mapping
from datetime import datetime, timezone
from typing import Any, cast
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import (
BaseCheckpointSaver,
Checkpoint,
CheckpointMetadata,
)
from langgraph.checkpoint.base import Checkpoint
from langgraph.checkpoint.base.id import uuid6
from langgraph.checkpoint.serde.types import _DeltaSnapshot
from langgraph._internal._typing import MISSING
from langgraph.channels.base import BaseChannel
from langgraph.channels.delta import DeltaChannel
from langgraph.managed.base import ManagedValueMapping, ManagedValueSpec
LATEST_VERSION = 4
GetNextVersion = Callable[[Any, None], Any]
def empty_checkpoint() -> Checkpoint:
return Checkpoint(
@@ -34,25 +24,6 @@ def empty_checkpoint() -> Checkpoint:
)
def delta_channels_to_snapshot(
channels: Mapping[str, BaseChannel],
counts: Mapping[str, int],
) -> set[str]:
"""Return the set of DeltaChannel names that should snapshot now.
A channel snapshots when its accumulated update count (since the last
snapshot) reaches or exceeds `snapshot_frequency`. This is a pure
predicate no mutation.
"""
return {
name
for name, ch in channels.items()
if isinstance(ch, DeltaChannel)
and ch.is_available()
and counts.get(name, 0) >= ch.snapshot_frequency
}
def create_checkpoint(
checkpoint: Checkpoint,
channels: Mapping[str, BaseChannel] | None,
@@ -60,91 +31,35 @@ def create_checkpoint(
*,
id: str | None = None,
updated_channels: set[str] | None = None,
get_next_version: GetNextVersion | None = None,
channels_to_snapshot: set[str] | None = None,
) -> Checkpoint:
"""Build a new Checkpoint from the previous one and live channel state.
For each name in `channels_to_snapshot`, a `_DeltaSnapshot(value)` blob
is written into `channel_values[k]`. Other delta channels are omitted
from `channel_values` the ancestor walk reconstructs their state
from `checkpoint_writes`. Callers compute the set via
`delta_channels_to_snapshot(channels, counts)`; defaults to empty
(no snapshots) when not provided.
"""
"""Create a checkpoint for the given channels."""
ts = datetime.now(timezone.utc).isoformat()
channels_to_snapshot = channels_to_snapshot or set()
if channels is None:
values = checkpoint["channel_values"]
channel_versions = checkpoint["channel_versions"]
else:
values = {}
channel_versions = dict(checkpoint["channel_versions"])
for k in channels:
if k not in channel_versions:
if k not in checkpoint["channel_versions"]:
continue
ch = channels[k]
if k in channels_to_snapshot:
# 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
):
channel_versions[k] = get_next_version(channel_versions[k], None)
values[k] = _DeltaSnapshot(ch.get())
else:
v = ch.checkpoint()
if v is not MISSING:
values[k] = v
v = channels[k].checkpoint()
if v is not MISSING:
values[k] = v
return Checkpoint(
v=LATEST_VERSION,
ts=ts,
id=id or str(uuid6(clock_seq=step)),
channel_values=values,
channel_versions=channel_versions,
channel_versions=checkpoint["channel_versions"],
versions_seen=checkpoint["versions_seen"],
updated_channels=None if updated_channels is None else sorted(updated_channels),
)
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.
`_DeltaSnapshot` blobs and plain values (migration) resolve directly via
`from_checkpoint` only absence (`MISSING`) triggers replay.
"""
if not isinstance(spec, DeltaChannel):
return False
return stored is MISSING
def channels_from_checkpoint(
specs: Mapping[str, BaseChannel | ManagedValueSpec],
checkpoint: Checkpoint,
*,
saver: BaseCheckpointSaver | None = None,
config: RunnableConfig | None = None,
) -> tuple[Mapping[str, BaseChannel], ManagedValueMapping]:
"""Hydrate channels from a checkpoint.
For most channels, `spec.from_checkpoint(checkpoint["channel_values"][k])`
is sufficient. `DeltaChannel` is the exception: when the channel is
absent from `channel_values`, an ancestor walk via
`saver.get_delta_channel_history` is required to find the nearest seed
(`_DeltaSnapshot` blob or pre-migration plain value) and accumulate
the writes between it and the target. All delta channels needing
replay are batched into a single saver call.
"""
"""Get channels from a checkpoint."""
channel_specs: dict[str, BaseChannel] = {}
managed_specs: dict[str, ManagedValueSpec] = {}
for k, v in specs.items():
@@ -152,73 +67,13 @@ def channels_from_checkpoint(
channel_specs[k] = v
else:
managed_specs[k] = v
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
)
channels: dict[str, BaseChannel] = {}
for k, spec in channel_specs.items():
ch: BaseChannel
if k in histories:
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
return channels, managed_specs
async def achannels_from_checkpoint(
specs: Mapping[str, BaseChannel | ManagedValueSpec],
checkpoint: Checkpoint,
*,
saver: BaseCheckpointSaver | None = None,
config: RunnableConfig | None = None,
) -> tuple[Mapping[str, BaseChannel], ManagedValueMapping]:
"""Async version of `channels_from_checkpoint`. See docstring there."""
channel_specs: dict[str, BaseChannel] = {}
managed_specs: dict[str, ManagedValueSpec] = {}
for k, v in specs.items():
if isinstance(v, BaseChannel):
channel_specs[k] = v
else:
managed_specs[k] = v
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
)
channels: dict[str, BaseChannel] = {}
for k, spec in channel_specs.items():
ch: BaseChannel
if k in histories:
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
return channels, managed_specs
return (
{
k: v.from_checkpoint(checkpoint["channel_values"].get(k, MISSING))
for k, v in channel_specs.items()
},
managed_specs,
)
def copy_checkpoint(checkpoint: Checkpoint) -> Checkpoint:
@@ -231,17 +86,3 @@ def copy_checkpoint(checkpoint: Checkpoint) -> Checkpoint:
versions_seen={k: v.copy() for k, v in checkpoint["versions_seen"].items()},
updated_channels=checkpoint.get("updated_channels", None),
)
def read_delta_updates_since_snapshot(
metadata: CheckpointMetadata | None,
) -> dict[str, int]:
"""Read the per-channel update counter from checkpoint metadata.
Returns an empty dict for missing/None metadata; the dict is
`total=False` on `CheckpointMetadata`, so absence means "no prior
delta-channel activity tracked."
"""
if not metadata:
return {}
return dict(metadata.get("delta_updates_since_snapshot", {}) or {})
@@ -0,0 +1,215 @@
from __future__ import annotations
import asyncio
import os
import queue
import threading
from collections.abc import Callable
from contextlib import AbstractAsyncContextManager, AbstractContextManager
from dataclasses import dataclass
from types import TracebackType
from typing import Any
from langchain_core.runnables import RunnableConfig
from langgraph.checkpoint.base import (
ChannelVersions,
Checkpoint,
CheckpointMetadata,
)
QUEUE_PUT_TIMEOUT = 0.05
CHECKPOINT_BACKLOG_ENV_VAR = "LANGGRAPH_CHECKPOINT_BACKLOG"
DEFAULT_CHECKPOINT_BACKLOG = 10
@dataclass(frozen=True)
class CheckpointRequest:
config: RunnableConfig
checkpoint: Checkpoint
metadata: CheckpointMetadata
new_versions: ChannelVersions
def _raise(error: BaseException) -> None:
raise error
def resolve_checkpoint_backlog() -> int:
if raw := os.getenv(CHECKPOINT_BACKLOG_ENV_VAR):
try:
backlog = int(raw)
except ValueError:
return DEFAULT_CHECKPOINT_BACKLOG
if backlog > 0:
return backlog
return DEFAULT_CHECKPOINT_BACKLOG
class SyncCheckpointWriter(AbstractContextManager):
def __init__(
self,
put: Callable[
[RunnableConfig, Checkpoint, CheckpointMetadata, ChannelVersions], Any
],
*,
max_pending: int | None = None,
) -> None:
self.put = put
max_pending = (
resolve_checkpoint_backlog() if max_pending is None else max_pending
)
self.queue: queue.Queue[CheckpointRequest | None] = queue.Queue(max_pending)
self.error: BaseException | None = None
self.closed = False
self.thread = threading.Thread(
target=self._run,
name="langgraph-checkpoint-writer",
daemon=True,
)
def __enter__(self) -> SyncCheckpointWriter:
self.thread.start()
return self
def submit(self, request: CheckpointRequest) -> None:
self._ensure_open()
while True:
self._raise_if_broken()
try:
self.queue.put(request, timeout=QUEUE_PUT_TIMEOUT)
except queue.Full:
continue
else:
self._raise_if_broken()
return
def _run(self) -> None:
while True:
item = self.queue.get()
if item is None:
return
try:
self.put(
item.config,
item.checkpoint,
item.metadata,
item.new_versions,
)
except BaseException as exc:
self.error = exc
return
def _ensure_open(self) -> None:
if self.closed:
raise RuntimeError("Checkpoint writer is closed")
def _raise_if_broken(self) -> None:
if self.error is not None:
_raise(self.error)
def __exit__(
self,
exc_type: type[BaseException] | None,
exc_value: BaseException | None,
traceback: TracebackType | None,
) -> bool | None:
self.closed = True
while self.thread.is_alive():
if self.error is not None:
break
try:
self.queue.put(None, timeout=QUEUE_PUT_TIMEOUT)
except queue.Full:
continue
else:
break
self.thread.join()
if exc_type is None and self.error is not None:
_raise(self.error)
return None
class AsyncCheckpointWriter(AbstractAsyncContextManager):
def __init__(
self,
put: Callable[
[RunnableConfig, Checkpoint, CheckpointMetadata, ChannelVersions], Any
],
*,
max_pending: int | None = None,
) -> None:
self.put = put
max_pending = (
resolve_checkpoint_backlog() if max_pending is None else max_pending
)
self.queue: asyncio.Queue[CheckpointRequest | None] = asyncio.Queue(max_pending)
self.error: BaseException | None = None
self.closed = False
self.task: asyncio.Task[None] | None = None
async def __aenter__(self) -> AsyncCheckpointWriter:
self.task = asyncio.create_task(self._run(), name="langgraph-checkpoint-writer")
return self
async def submit(self, request: CheckpointRequest) -> None:
self._ensure_open()
while True:
self._raise_if_broken()
try:
await asyncio.wait_for(
self.queue.put(request),
timeout=QUEUE_PUT_TIMEOUT,
)
except asyncio.TimeoutError:
continue
else:
self._raise_if_broken()
return
async def _run(self) -> None:
while True:
item = await self.queue.get()
if item is None:
return
try:
await self.put(
item.config,
item.checkpoint,
item.metadata,
item.new_versions,
)
except BaseException as exc:
self.error = exc
return
def _ensure_open(self) -> None:
if self.closed:
raise RuntimeError("Checkpoint writer is closed")
def _raise_if_broken(self) -> None:
if self.error is not None:
_raise(self.error)
async def __aexit__(
self,
exc_type: type[BaseException] | None,
exc_value: BaseException | None,
traceback: TracebackType | None,
) -> None:
self.closed = True
while self.task is not None and not self.task.done():
if self.error is not None:
break
try:
await asyncio.wait_for(
self.queue.put(None),
timeout=QUEUE_PUT_TIMEOUT,
)
except asyncio.TimeoutError:
continue
else:
break
if self.task is not None:
await self.task
if exc_type is None and self.error is not None:
_raise(self.error)
File diff suppressed because it is too large Load Diff
@@ -24,11 +24,6 @@ try:
except ImportError:
_StreamingCallbackHandler = object # type: ignore
try:
from langchain_core.tracers._streaming import _V2StreamingCallbackHandler
except ImportError:
_V2StreamingCallbackHandler = object # type: ignore
T = TypeVar("T")
Meta = tuple[tuple[str, ...], dict[str, Any]]
@@ -253,126 +248,3 @@ class StreamMessagesHandler(BaseCallbackHandler, _StreamingCallbackHandler):
**kwargs: Any,
) -> Any:
self.metadata.pop(run_id, None)
class StreamMessagesHandlerV2(StreamMessagesHandler, _V2StreamingCallbackHandler):
"""v2 variant of `StreamMessagesHandler`.
Declaring `_V2StreamingCallbackHandler` as a base flips
`BaseChatModel.invoke` to route through `_stream_chat_model_events`
(firing `on_stream_event`) instead of `_stream` (firing
`on_llm_new_token`). Inherits `on_stream_event` from the parent,
which forwards protocol events onto the messages stream channel.
Pregel attaches this class instead of the v1 handler only when
`StreamingHandler` opts in via the internal
`CONFIG_KEY_STREAM_MESSAGES_V2` config key; direct
`graph.stream(stream_mode="messages")` callers keep the v1
AIMessageChunk shape.
"""
def on_llm_new_token(
self,
token: str,
*,
chunk: ChatGenerationChunk | None = None,
run_id: UUID,
parent_run_id: UUID | None = None,
tags: list[str] | None = None,
**kwargs: Any,
) -> Any:
"""Intentional no-op — v1 chunks are not used on v2-flagged runs.
The v2 marker already steers `invoke` to the event generator, so
`on_llm_new_token` should not fire under normal routing. This
override stays a pass-through (no call to `super()`) to make
the intent explicit and to guard against any caller (e.g. a
node that calls `model.stream()` directly, which still fires
the v1 callback) leaking AIMessageChunks onto a v2-flagged
messages stream.
"""
# Intentionally empty: v2 handler does not forward v1 chunks.
def __init__(
self,
stream: Callable[[StreamChunk], None],
subgraphs: bool,
*,
parent_ns: tuple[str, ...] | None = None,
) -> None:
super().__init__(stream, subgraphs, parent_ns=parent_ns)
self._streamed_run_ids: set[UUID] = set()
def on_llm_end(
self,
response: LLMResult,
*,
run_id: UUID,
parent_run_id: UUID | None = None,
**kwargs: Any,
) -> Any:
if meta := self.metadata.get(run_id):
if response.generations and response.generations[0]:
gen = response.generations[0][0]
if isinstance(gen, ChatGeneration):
if run_id in self._streamed_run_ids:
if gen.message.id is None:
gen.message.id = str(uuid4())
self.seen.add(gen.message.id)
else:
self._emit(meta, gen.message, dedupe=True)
self._streamed_run_ids.discard(run_id)
self.metadata.pop(run_id, None)
def on_llm_error(
self,
error: BaseException,
*,
run_id: UUID,
parent_run_id: UUID | None = None,
**kwargs: Any,
) -> Any:
self._streamed_run_ids.discard(run_id)
super().on_llm_error(
error,
run_id=run_id,
parent_run_id=parent_run_id,
**kwargs,
)
def on_stream_event(
self,
event: dict[str, Any],
*,
run_id: UUID,
parent_run_id: UUID | None = None,
tags: list[str] | None = None,
**kwargs: Any,
) -> Any:
"""Forward a protocol event from `stream_events(version="v3")` as a messages stream part.
Fires once per `MessagesData` event (`message-start`, per-block
`content-block-*`, `message-finish`). The transformer layer
correlates events back to a single `ChatModelStream` via
`metadata["run_id"]` attached here so the v1
`stream_mode="messages"` output (which emits
`(AIMessageChunk, metadata)` via `on_llm_new_token`) keeps its
original metadata shape.
Lives on the v2 handler rather than the v1 base: content-block
events are a v2-only concept, and forwarding them only when the
v2 handler is attached keeps the message channel's shape
predictable for v1 callers.
"""
if meta := self.metadata.get(run_id):
# Record message_id on message-start so on_chain_end's
# dedupe skips the finalized AIMessage the node returns
# (otherwise the messages projection double-counts: once
# from streaming, once from the chain output).
if event.get("event") == "message-start":
self._streamed_run_ids.add(run_id)
msg_id = event.get("message_id")
if msg_id:
self.seen.add(msg_id)
v2_meta = {**meta[1], "run_id": str(run_id)}
self.stream((meta[0], "messages", (event, v2_meta)))
+1 -22
View File
@@ -1,7 +1,6 @@
from __future__ import annotations
from collections.abc import AsyncIterator, Callable, Iterator, Mapping, Sequence
from datetime import timedelta
from functools import cached_property
from typing import (
Any,
@@ -12,11 +11,10 @@ from langchain_core.runnables import Runnable, RunnableConfig
from langgraph._internal._config import merge_configs
from langgraph._internal._constants import CONF, CONFIG_KEY_READ
from langgraph._internal._runnable import RunnableCallable, RunnableSeq
from langgraph._internal._timeout import coerce_timeout_policy
from langgraph.pregel._utils import find_subgraph_pregel
from langgraph.pregel._write import ChannelWrite
from langgraph.pregel.protocol import PregelProtocol
from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy
from langgraph.types import CachePolicy, RetryPolicy
READ_TYPE = Callable[[str | Sequence[str], bool], Any | dict[str, Any]]
INPUT_CACHE_KEY_TYPE = tuple[Callable[..., Any], tuple[str, ...]]
@@ -125,25 +123,12 @@ class PregelNode:
cache_policy: CachePolicy | None
"""The cache policy to use when invoking the node."""
timeout: TimeoutPolicy | None
"""Timeout policy for a single invocation.
If exceeded, `NodeTimeoutError` is raised and the retry policy (if any)
decides whether to retry. Supported only for async nodes.
"""
tags: Sequence[str] | None
"""Tags to attach to the node for tracing."""
metadata: Mapping[str, Any] | None
"""Metadata to attach to the node for tracing."""
is_error_handler: bool
"""Whether this node is registered as an error handler node."""
error_handler_node: str | None
"""Optional handler node name for failures from this node."""
subgraphs: Sequence[PregelProtocol]
"""Subgraphs used by the node."""
@@ -159,10 +144,7 @@ class PregelNode:
bound: Runnable[Any, Any] | None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
is_error_handler: bool = False,
error_handler_node: str | None = None,
subgraphs: Sequence[PregelProtocol] | None = None,
timeout: float | timedelta | TimeoutPolicy | None = None,
) -> None:
self.channels = channels
self.triggers = list(triggers)
@@ -174,11 +156,8 @@ class PregelNode:
self.retry_policy = (retry_policy,)
else:
self.retry_policy = retry_policy
self.timeout = coerce_timeout_policy(timeout)
self.tags = tags
self.metadata = metadata
self.is_error_handler = is_error_handler
self.error_handler_node = error_handler_node
if subgraphs is not None:
self.subgraphs = subgraphs
elif self.bound is not DEFAULT_BOUND:
+15 -495
View File
@@ -4,487 +4,32 @@ import asyncio
import logging
import random
import sys
import threading
import time
import weakref
from collections.abc import Awaitable, Callable, Sequence
from contextlib import suppress
from dataclasses import dataclass, replace
from datetime import datetime, timedelta, timezone
from typing import Any, Literal, NamedTuple
from dataclasses import replace
from typing import Any
from langchain_core.callbacks import BaseCallbackHandler
from langchain_core.runnables import RunnableConfig
from langgraph._internal._config import (
merge_configs,
patch_configurable,
recast_checkpoint_ns,
)
from langgraph._internal._config import patch_configurable, recast_checkpoint_ns
from langgraph._internal._constants import (
CONF,
CONFIG_KEY_CALL,
CONFIG_KEY_CHECKPOINT_ID,
CONFIG_KEY_CHECKPOINT_NS,
CONFIG_KEY_RESUMING,
CONFIG_KEY_RUNTIME,
CONFIG_KEY_SEND,
CONFIG_KEY_STREAM,
CONFIG_KEY_TASK_ID,
CONFIG_KEY_THREAD_ID,
CONFIG_KEY_TIMED_ATTEMPT_OBSERVER,
NS_SEP,
)
from langgraph._internal._runnable import create_task_in_config_context
from langgraph._internal._timeout import sync_timeout_unsupported
from langgraph.errors import GraphBubbleUp, NodeTimeoutError, ParentCommand
from langgraph.pregel.protocol import StreamProtocol
from langgraph.errors import GraphBubbleUp, ParentCommand
from langgraph.runtime import ExecutionInfo, Runtime
from langgraph.types import Command, PregelExecutableTask, RetryPolicy, TimeoutPolicy
from langgraph.types import Command, PregelExecutableTask, RetryPolicy
logger = logging.getLogger(__name__)
SUPPORTS_EXC_NOTES = sys.version_info >= (3, 11)
def _timeout_secs(value: float | timedelta) -> float:
return value.total_seconds() if isinstance(value, timedelta) else value
@dataclass(frozen=True, slots=True)
class _ResolvedTimeout:
run_timeout_secs: float | None
idle_timeout_secs: float | None
refresh_on: Literal["auto", "heartbeat"] | None
def _resolve_timeout(timeout: TimeoutPolicy) -> _ResolvedTimeout:
idle_timeout_secs = (
_timeout_secs(timeout.idle_timeout)
if timeout.idle_timeout is not None
else None
)
return _ResolvedTimeout(
run_timeout_secs=(
_timeout_secs(timeout.run_timeout)
if timeout.run_timeout is not None
else None
),
idle_timeout_secs=idle_timeout_secs,
refresh_on=timeout.refresh_on if idle_timeout_secs is not None else None,
)
class _AttemptContext(NamedTuple):
"""Immutable per-attempt metadata shared across start/progress/finish events.
Built once at attempt start and referenced (not copied) by every emitted
`_AttemptEvent`, so per-event allocation is just the small event wrapper.
Intentionally underscore-prefixed: this and `_AttemptEvent` are part of an
internal observer contract consumed by langgraph-server. Do not move to
`langgraph.types` server imports them by this path.
"""
task_id: str
task_name: str
attempt: int
run_id: str | None
thread_id: str | None
checkpoint_ns: str | None
started_at: datetime
run_timeout_secs: float | None
idle_timeout_secs: float | None
refresh_on: Literal["auto", "heartbeat"] | None
@dataclass(frozen=True, slots=True)
class _AttemptEvent:
"""One lifecycle event for a timed attempt.
Holds a reference to the shared `_AttemptContext` and the event-specific
fields. The observer must treat this and `context` as read-only they
are reused across all events for the same attempt.
"""
context: _AttemptContext
event: Literal["start", "progress", "finish"]
progress_at: datetime | None = None
finished_at: datetime | None = None
status: Literal["success", "error"] | None = None
error_type: str | None = None
error_message: str | None = None
class _TimedAttemptScope:
"""Guarded-config window for timed attempts.
The wrapped config marks writes, stream events, runtime stream writer calls,
child task scheduling, and any LangChain callback event emitted under the
node's run as observable progress when `refresh_on="auto"`.
`runtime.heartbeat()` exposes a manual progress signal for work that doesn't
otherwise emit any of these, and is the only progress signal when
`refresh_on="heartbeat"`.
Guarded writes are serialized with `close()` so cancelled background tasks
cannot persist writes past the timeout boundary. Stream/custom output is
best-effort: it is dropped after close is observed, but callbacks run outside
the lock because they may contain arbitrary user/runtime code.
"""
__slots__ = (
"__weakref__",
"_active",
"_last_progress",
"_last_progress_emit",
"_lock",
"_on_progress",
"_progress_min_interval",
"_refresh_on",
)
def __init__(
self,
on_progress: Callable[[], None] | None = None,
progress_min_interval: float = 0.0,
refresh_on: Literal["auto", "heartbeat"] | None = None,
) -> None:
self._active = True
self._last_progress = time.monotonic()
self._lock = threading.Lock()
self._on_progress = on_progress
self._progress_min_interval = progress_min_interval
self._refresh_on = refresh_on
# `-inf` so the first touch always passes the rate-limit gate.
self._last_progress_emit: float = float("-inf")
def wrap_config(self, config: RunnableConfig) -> RunnableConfig:
configurable = config.get(CONF, {})
patch: dict[str, Any] = {}
if (send := configurable.get(CONFIG_KEY_SEND)) is not None:
patch[CONFIG_KEY_SEND] = self._guard_send(send)
if (stream := configurable.get(CONFIG_KEY_STREAM)) is not None:
patch[CONFIG_KEY_STREAM] = self._guard_stream(stream)
if (call := configurable.get(CONFIG_KEY_CALL)) is not None:
patch[CONFIG_KEY_CALL] = self._guard_call(call)
if isinstance(runtime := configurable.get(CONFIG_KEY_RUNTIME), Runtime):
if self._refresh_on is not None:
patch[CONFIG_KEY_RUNTIME] = runtime.override(
stream_writer=self._guard_stream_writer(runtime.stream_writer),
heartbeat=self.touch,
)
else:
patch[CONFIG_KEY_RUNTIME] = runtime.override(
stream_writer=self._guard_stream_writer(runtime.stream_writer)
)
new_config = patch_configurable(config, patch) if patch else config
if self._refresh_on == "auto":
return merge_configs(
new_config, {"callbacks": [_IdleProgressCallbackHandler(self)]}
)
return new_config
def touch(self) -> None:
# Avoid locking this hot progress path. We accept a small race window in
# timestamp ordering because idle_timeout is expected to be coarse compared
# with scheduler/thread timing.
now = time.monotonic()
self._last_progress = now
if self._on_progress is None:
return
# Best-effort rate limit: a benign race may emit a duplicate progress
# event under heavy concurrency, which observers must already tolerate
# (callbacks fire from arbitrary threads).
if now - self._last_progress_emit < self._progress_min_interval:
return
self._last_progress_emit = now
self._on_progress()
def close(self) -> None:
with self._lock:
self._active = False
async def wait_for_idle_timeout(self, idle_timeout_s: float) -> None:
while True:
with self._lock:
if not self._active:
return
remaining = self._last_progress + idle_timeout_s - time.monotonic()
if remaining <= 0:
raise asyncio.TimeoutError
await asyncio.sleep(remaining)
def _guard_send(
self, send: Callable[[Sequence[tuple[str, Any]]], None]
) -> Callable[[Sequence[tuple[str, Any]]], None]:
def guarded_send(writes: Sequence[tuple[str, Any]]) -> None:
with self._lock:
if self._active:
if writes and self._refresh_on == "auto":
self._last_progress = time.monotonic()
send(writes)
return guarded_send
def _guard_stream(self, stream: StreamProtocol) -> StreamProtocol:
# No lock: stream callbacks fire from the event loop only, so the
# active-check + write happen atomically between awaits.
def guarded_stream(chunk: tuple[tuple[str, ...], str, Any]) -> None:
if not self._active:
return
if self._refresh_on == "auto":
self._last_progress = time.monotonic()
stream(chunk)
return StreamProtocol(guarded_stream, stream.modes)
def _guard_call(self, call: Callable[..., Any]) -> Callable[..., Any]:
# No lock: child-task scheduling happens from the event loop only.
def guarded_call(*args: Any, **kwargs: Any) -> Any:
if not self._active:
raise asyncio.CancelledError
if self._refresh_on == "auto":
self._last_progress = time.monotonic()
return call(*args, **kwargs)
return guarded_call
def _guard_stream_writer(
self, stream_writer: Callable[[Any], None]
) -> Callable[[Any], None]:
def guarded_stream_writer(chunk: Any) -> None:
with self._lock:
if not self._active:
return
if self._refresh_on == "auto":
self._last_progress = time.monotonic()
stream_writer(chunk)
return guarded_stream_writer
class _IdleProgressCallbackHandler(BaseCallbackHandler):
"""Resets the idle timeout clock on any LangChain callback event.
Inherits via `config["callbacks"]`, so it sees only events emitted by
runs descended from the node's attempt — sibling nodes do not bleed
through. Holds the scope by weakref so a child manager that outlives
the attempt cannot keep the scope alive.
"""
# Run inline so progress is recorded in callback emission order;
# thread-pool dispatch would introduce extra reordering.
run_inline = True
def __init__(self, scope: _TimedAttemptScope) -> None:
self._scope_ref = weakref.ref(scope)
def _touch(self, *args: Any, **kwargs: Any) -> None:
if (scope := self._scope_ref()) is not None:
scope.touch()
on_llm_start = _touch
on_chat_model_start = _touch
on_llm_new_token = _touch
on_llm_end = _touch
on_llm_error = _touch
on_chain_start = _touch
on_chain_end = _touch
on_chain_error = _touch
on_tool_start = _touch
on_tool_end = _touch
on_tool_error = _touch
on_retriever_start = _touch
on_retriever_end = _touch
on_retriever_error = _touch
on_agent_action = _touch
on_agent_finish = _touch
on_text = _touch
on_retry = _touch
on_custom_event = _touch
def _drain_cancelled(task: asyncio.Task[Any]) -> None:
# Mark the abandoned task's exception as retrieved so asyncio doesn't log it.
with suppress(asyncio.CancelledError):
task.exception()
def _start_timed_attempt(
task: PregelExecutableTask, config: RunnableConfig, timeout: _ResolvedTimeout
) -> _AttemptContext | None:
configurable = config.get(CONF, {})
callback = configurable.get(CONFIG_KEY_TIMED_ATTEMPT_OBSERVER)
if callback is None:
return None
runtime = configurable.get(CONFIG_KEY_RUNTIME)
execution_info = runtime.execution_info if isinstance(runtime, Runtime) else None
context = _AttemptContext(
task_id=task.id,
task_name=task.name,
attempt=execution_info.node_attempt if execution_info is not None else 1,
run_id=execution_info.run_id if execution_info is not None else None,
thread_id=execution_info.thread_id if execution_info is not None else None,
checkpoint_ns=(
execution_info.checkpoint_ns if execution_info is not None else None
),
started_at=datetime.now(timezone.utc),
run_timeout_secs=timeout.run_timeout_secs,
idle_timeout_secs=timeout.idle_timeout_secs,
refresh_on=timeout.refresh_on,
)
_dispatch_observer(callback, _AttemptEvent(context=context, event="start"))
return context
def _finish_timed_attempt(
config: RunnableConfig,
context: _AttemptContext | None,
error: BaseException | None = None,
) -> None:
if context is None:
return
callback = config.get(CONF, {}).get(CONFIG_KEY_TIMED_ATTEMPT_OBSERVER)
if callback is None:
return
_dispatch_observer(
callback,
_AttemptEvent(
context=context,
event="finish",
finished_at=datetime.now(timezone.utc),
status="error" if error is not None else "success",
error_type=type(error).__name__ if error is not None else None,
error_message=str(error) if error is not None else None,
),
)
def _emit_progress(
callback: Callable[[_AttemptEvent], None],
context: _AttemptContext,
) -> None:
_dispatch_observer(
callback,
_AttemptEvent(
context=context,
event="progress",
progress_at=datetime.now(timezone.utc),
),
)
def _dispatch_observer(
callback: Callable[[_AttemptEvent], None],
event: _AttemptEvent,
) -> None:
try:
callback(event)
except Exception:
logger.warning("Timed attempt observer failed", exc_info=True)
async def _run_timeout_watchdog(run_timeout_s: float) -> None:
await asyncio.sleep(run_timeout_s)
raise asyncio.TimeoutError
async def _arun_with_timeout(
task: PregelExecutableTask,
config: RunnableConfig,
timeout: _ResolvedTimeout,
attempt_ctx: _AttemptContext | None,
*,
stream: bool,
) -> Any:
run_timeout_s = timeout.run_timeout_secs
idle_timeout_s = timeout.idle_timeout_secs
on_progress: Callable[[], None] | None = None
if attempt_ctx is not None:
callback = config.get(CONF, {}).get(CONFIG_KEY_TIMED_ATTEMPT_OBSERVER)
if callback is not None and idle_timeout_s is not None:
on_progress = lambda: _emit_progress(callback, attempt_ctx) # noqa: E731
scope = _TimedAttemptScope(
on_progress=on_progress,
# Cap progress emission at ~4 events per idle window so token-rate
# callbacks don't flood the observer.
progress_min_interval=idle_timeout_s / 4 if idle_timeout_s is not None else 0.0,
refresh_on=timeout.refresh_on,
)
scoped_config = scope.wrap_config(config)
start = time.monotonic()
if stream:
# Yielded chunks count as progress only under `refresh_on="auto"`.
# `refresh_on="heartbeat"` is the strict mode where only explicit
# `runtime.heartbeat()` calls reset the idle clock.
async def run() -> Any:
async for _ in task.proc.astream(task.input, scoped_config):
if timeout.refresh_on == "auto":
scope.touch()
else:
async def run() -> Any:
return await task.proc.ainvoke(task.input, scoped_config)
bg = create_task_in_config_context(run, scoped_config)
watchdogs: dict[asyncio.Task[None], Literal["idle", "run"]] = {}
if idle_timeout_s is not None:
watchdogs[asyncio.create_task(scope.wait_for_idle_timeout(idle_timeout_s))] = (
"idle"
)
if run_timeout_s is not None:
watchdogs[asyncio.create_task(_run_timeout_watchdog(run_timeout_s))] = "run"
try:
done, _ = await asyncio.wait(
{bg, *watchdogs}, return_when=asyncio.FIRST_COMPLETED
)
if bg in done:
# Task completed in time.
for watchdog in watchdogs:
watchdog.cancel()
# FIRST_COMPLETED can return both; a watchdog may have
# already raised TimeoutError before we cancelled it.
for watchdog in watchdogs:
with suppress(asyncio.CancelledError, asyncio.TimeoutError):
await watchdog
return await bg
# bg was not in `done`, so every member of `done` is one of our
# watchdogs. Only a watchdog's TimeoutError converts to
# NodeTimeoutError; any TimeoutError raised by the proc itself
# propagates unchanged.
for watchdog in done:
kind = watchdogs[watchdog]
try:
await watchdog
except asyncio.TimeoutError as exc:
elapsed = time.monotonic() - start
scope.close()
task.writes.clear()
bg.cancel()
bg.add_done_callback(_drain_cancelled)
raise NodeTimeoutError(
task.name,
elapsed,
kind=kind,
idle_timeout=idle_timeout_s,
run_timeout=run_timeout_s,
) from exc
raise RuntimeError(
f"{kind} timeout watchdog completed without raising TimeoutError"
)
raise RuntimeError("timeout wait completed without task or watchdog")
except asyncio.CancelledError:
scope.close()
bg.cancel()
for watchdog in watchdogs:
watchdog.cancel()
bg.add_done_callback(_drain_cancelled)
raise
finally:
scope.close()
for watchdog in watchdogs:
watchdog.cancel()
def _ensure_execution_info(
runtime: Runtime, config: RunnableConfig, task: PregelExecutableTask
) -> Runtime:
@@ -545,10 +90,6 @@ def run_with_retry(
) -> None:
"""Run a task with retries."""
retry_policy = task.retry_policy or retry_policy
if task.timeout is not None:
# `validate_timeout_supported` catches sync nodes at compile time;
# this is a runtime safety net for paths that may bypass that validation.
raise sync_timeout_unsupported(task.name)
attempts = 0
node_first_attempt_time = time.time()
config = task.config
@@ -654,9 +195,6 @@ async def arun_with_retry(
) -> None:
"""Run a task asynchronously with retries."""
retry_policy = task.retry_policy or retry_policy
resolved_timeout = (
_resolve_timeout(task.timeout) if task.timeout is not None else None
)
attempts = 0
node_first_attempt_time = time.time()
config = task.config
@@ -691,53 +229,35 @@ async def arun_with_retry(
)
},
)
attempt_ctx = (
_start_timed_attempt(task, config, resolved_timeout)
if resolved_timeout is not None
else None
)
try:
# clear any writes from previous attempts
task.writes.clear()
if resolved_timeout is None:
if stream:
async for _ in task.proc.astream(task.input, config):
pass
break
return await task.proc.ainvoke(task.input, config)
result = await _arun_with_timeout(
task, config, resolved_timeout, attempt_ctx, stream=stream
)
_finish_timed_attempt(config, attempt_ctx)
# run the task
if stream:
async for _ in task.proc.astream(task.input, config):
pass
# if successful, end
break
return result
else:
return await task.proc.ainvoke(task.input, config)
except ParentCommand as exc:
ns: str = config[CONF][CONFIG_KEY_CHECKPOINT_NS]
cmd = exc.args[0]
# strip task_ids from namespace for comparison (ns format: "node1|node2:task_id")
if cmd.graph in (ns, recast_checkpoint_ns(ns), task.name):
try:
# this command is for the current graph, handle it
for w in task.writers:
w.invoke(cmd, config)
except Exception as writer_exc:
_finish_timed_attempt(config, attempt_ctx, writer_exc)
raise
_finish_timed_attempt(config, attempt_ctx)
# this command is for the current graph, handle it
for w in task.writers:
w.invoke(cmd, config)
break
elif cmd.graph == Command.PARENT:
# this command is for the parent graph, assign it to the parent.
exc.args = (replace(cmd, graph=_checkpoint_ns_for_parent_command(ns)),)
_finish_timed_attempt(config, attempt_ctx)
# bubble up the exception to the parent graph
# bubble up
raise
except GraphBubbleUp:
# if interrupted, end
_finish_timed_attempt(config, attempt_ctx)
raise
except Exception as exc:
_finish_timed_attempt(config, attempt_ctx, exc)
if SUPPORTS_EXC_NOTES:
exc.add_note(f"During task with name '{task.name}' and id '{task.id}'")
if not retry_policy:
+18 -190
View File
@@ -10,10 +10,8 @@ from collections.abc import (
AsyncIterator,
Awaitable,
Callable,
Collection,
Iterable,
Iterator,
Mapping,
Sequence,
)
from functools import partial
@@ -48,7 +46,6 @@ from langgraph.types import (
CachePolicy,
PregelExecutableTask,
RetryPolicy,
TimeoutPolicy,
)
F = TypeVar("F", concurrent.futures.Future, asyncio.Future)
@@ -74,10 +71,6 @@ SKIP_RERAISE_SET: weakref.WeakSet[concurrent.futures.Future | asyncio.Future] =
class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
event: E
callback: weakref.ref[Callable[[PregelExecutableTask, BaseException | None], None]]
# Stop condition is injected by PregelRunner instead of hard-coded here.
# This lets the runner treat graph-error-handled exceptions as non-fatal
# so `on_done` does not trigger an early stop for those futures.
should_stop: Callable[[set[F]], bool]
counter: int
done: set[F]
lock: threading.Lock
@@ -88,7 +81,6 @@ class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
callback: weakref.ref[
Callable[[PregelExecutableTask, BaseException | None], None]
],
should_stop: Callable[[set[F]], bool],
future_type: type[F],
# used for generic typing, newer py supports FutureDict[...](...)
) -> None:
@@ -96,7 +88,6 @@ class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
self.lock = threading.Lock()
self.event = event
self.callback = callback
self.should_stop = should_stop
self.counter = 0
self.done: set[F] = set()
@@ -117,7 +108,6 @@ class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
task: PregelExecutableTask,
fut: F,
) -> None:
# Called automatically by future.add_done_callback registered in __setitem__.
try:
if cb := self.callback():
cb(task, _exception(fut))
@@ -125,9 +115,7 @@ class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
with self.lock:
self.done.add(fut)
self.counter -= 1
# Wake waiter when all tracked futures are done, or when runner-level
# stop condition is met (for example, a non-handled fatal exception).
if self.counter == 0 or self.should_stop(self.done):
if self.counter == 0 or _should_stop_others(self.done):
self.event.set()
@@ -143,34 +131,11 @@ class PregelRunner:
put_writes: weakref.ref[Callable[[str, Sequence[tuple[str, Any]]], None]],
use_astream: bool = False,
node_finished: Callable[[str], None] | None = None,
node_error_handler_map: Mapping[str, str] | None = None,
schedule_error_handler: Callable[
[PregelExecutableTask, BaseException], PregelExecutableTask | None
]
| None = None,
aschedule_error_handler: Callable[
[PregelExecutableTask, BaseException],
Awaitable[PregelExecutableTask | None],
]
| None = None,
) -> None:
self.submit = submit
self.put_writes = put_writes
self.use_astream = use_astream
self.node_finished = node_finished
self.node_error_handler_map = dict(node_error_handler_map or {})
self.error_handler_nodes = set(self.node_error_handler_map.values())
self.schedule_error_handler = schedule_error_handler
self.aschedule_error_handler = aschedule_error_handler
# Exception object ids that are already routed to graph-level error handler.
# These ids are consulted by stop/panic checks to avoid re-raising handled
# exceptions via the normal fatal path in the same run.
self._handled_exception_ids: set[int] = set()
def _should_route_to_error_handler(self, task: PregelExecutableTask) -> bool:
if task.name in self.error_handler_nodes:
return False
return task.name in self.node_error_handler_map
def tick(
self,
@@ -189,9 +154,6 @@ class PregelRunner:
futures = FuturesDict(
callback=weakref.WeakMethod(self.commit),
event=threading.Event(),
should_stop=partial(
_should_stop_others, handled_exception_ids=self._handled_exception_ids
),
future_type=concurrent.futures.Future,
)
# give control back to the caller
@@ -201,7 +163,6 @@ class PregelRunner:
return
elif len(tasks) == 1 and timeout is None and get_waiter is None:
t = tasks[0]
scheduled_error_handler = False
try:
run_with_retry(
t,
@@ -220,23 +181,12 @@ class PregelRunner:
self.commit(t, None)
except Exception as exc:
self.commit(t, exc)
if (
not isinstance(exc, GraphBubbleUp)
and self._should_route_to_error_handler(t)
and self.schedule_error_handler is not None
):
self._handled_exception_ids.add(id(exc))
if handler_task := self.schedule_error_handler(t, exc):
tasks = (handler_task,)
scheduled_error_handler = True
# Continue to the regular scheduling path for handler execution.
if reraise and futures:
if id(exc) not in self._handled_exception_ids:
# will be re-raised after futures are done
fut: concurrent.futures.Future = concurrent.futures.Future()
fut.set_exception(exc)
futures.done.add(fut)
elif reraise and id(exc) not in self._handled_exception_ids:
# will be re-raised after futures are done
fut: concurrent.futures.Future = concurrent.futures.Future()
fut.set_exception(exc)
futures.done.add(fut)
elif reraise:
if tb := exc.__traceback__:
while tb.tb_next is not None and any(
tb.tb_frame.f_code.co_filename.endswith(name)
@@ -245,12 +195,10 @@ class PregelRunner:
tb = tb.tb_next
exc.__traceback__ = tb
raise
if not futures and not scheduled_error_handler:
# maybe `t` scheduled another task
if not futures: # maybe `t` scheduled another task
return
else:
if not scheduled_error_handler:
tasks = () # don't reschedule this task
tasks = () # don't reschedule this task
# add waiter task if requested
if get_waiter is not None:
futures[get_waiter()] = None
@@ -277,7 +225,6 @@ class PregelRunner:
# each task is independent from all other concurrent tasks
# yield updates/debug output as each task finishes
end_time = timeout + time.monotonic() if timeout else None
handled_futures: set[concurrent.futures.Future[Any]] = set()
while len(futures) > (1 if get_waiter is not None else 0):
done, inflight = concurrent.futures.wait(
futures,
@@ -286,49 +233,17 @@ class PregelRunner:
)
if not done:
break # timed out
done_for_stop: set[concurrent.futures.Future[Any]] = set()
for fut in done:
task = futures.pop(fut)
if task is None:
# waiter task finished, schedule another
if inflight and get_waiter is not None:
futures[get_waiter()] = None
elif (
(task_exc := _exception(fut))
and self._should_route_to_error_handler(task)
and not isinstance(task_exc, GraphBubbleUp)
):
self._handled_exception_ids.add(id(task_exc))
SKIP_RERAISE_SET.add(fut)
handled_futures.add(fut)
if self.schedule_error_handler is not None:
if handler_task := self.schedule_error_handler(task, task_exc):
handler_fut = self.submit()( # type: ignore[misc]
run_with_retry,
handler_task,
retry_policy,
configurable={
CONFIG_KEY_CALL: partial(
_call,
weakref.ref(handler_task),
retry_policy=retry_policy,
futures=weakref.ref(futures),
schedule_task=schedule_task,
submit=self.submit,
),
},
__reraise_on_exit__=reraise,
)
futures[handler_fut] = handler_task
else:
done_for_stop.add(fut)
else:
# remove references to loop vars
del fut, task
# maybe stop other tasks
if _should_stop_others(
done_for_stop, handled_exception_ids=self._handled_exception_ids
):
if _should_stop_others(done):
break
# give control back to the caller
yield
@@ -343,8 +258,6 @@ class PregelRunner:
_panic_or_proceed(
futures.done.union(f for f, t in futures.items() if t is not None),
panic=reraise,
handled_exception_ids=self._handled_exception_ids,
handled_futures=handled_futures,
)
except Exception as exc:
if tb := exc.__traceback__:
@@ -378,9 +291,6 @@ class PregelRunner:
futures = FuturesDict(
callback=weakref.WeakMethod(self.commit),
event=asyncio.Event(),
should_stop=partial(
_should_stop_others, handled_exception_ids=self._handled_exception_ids
),
future_type=asyncio.Future,
)
# give control back to the caller
@@ -390,7 +300,6 @@ class PregelRunner:
return
elif len(tasks) == 1 and get_waiter is None and timeout is None:
t = tasks[0]
scheduled_error_handler = False
try:
await arun_with_retry(
t,
@@ -412,22 +321,12 @@ class PregelRunner:
self.commit(t, None)
except Exception as exc:
self.commit(t, exc)
if (
not isinstance(exc, GraphBubbleUp)
and self._should_route_to_error_handler(t)
and self.aschedule_error_handler is not None
):
self._handled_exception_ids.add(id(exc))
if handler_task := await self.aschedule_error_handler(t, exc):
tasks = (handler_task,)
scheduled_error_handler = True
if reraise and futures:
if id(exc) not in self._handled_exception_ids:
# will be re-raised after futures are done
fut: asyncio.Future = loop.create_future()
fut.set_exception(exc)
futures.done.add(fut)
elif reraise and id(exc) not in self._handled_exception_ids:
# will be re-raised after futures are done
fut: asyncio.Future = loop.create_future()
fut.set_exception(exc)
futures.done.add(fut)
elif reraise:
if tb := exc.__traceback__:
while tb.tb_next is not None and any(
tb.tb_frame.f_code.co_filename.endswith(name)
@@ -436,12 +335,10 @@ class PregelRunner:
tb = tb.tb_next
exc.__traceback__ = tb
raise
if not futures and not scheduled_error_handler:
# maybe `t` scheduled another task
if not futures: # maybe `t` scheduled another task
return
else:
if not scheduled_error_handler:
tasks = () # don't reschedule this task
tasks = () # don't reschedule this task
# add waiter task if requested
if get_waiter is not None:
futures[get_waiter()] = None
@@ -476,7 +373,6 @@ class PregelRunner:
# each task is independent from all other concurrent tasks
# yield updates/debug output as each task finishes
end_time = timeout + loop.time() if timeout else None
handled_futures: set[asyncio.Future[Any]] = set()
while len(futures) > (1 if get_waiter is not None else 0):
done, inflight = await asyncio.wait(
futures,
@@ -485,59 +381,17 @@ class PregelRunner:
)
if not done:
break # timed out
done_for_stop: set[asyncio.Future[Any]] = set()
for fut in done:
task = futures.pop(fut)
if task is None:
# waiter task finished, schedule another
if inflight and get_waiter is not None:
futures[get_waiter()] = None
elif (
(task_exc := _exception(fut))
and self._should_route_to_error_handler(task)
and not isinstance(task_exc, GraphBubbleUp)
):
self._handled_exception_ids.add(id(task_exc))
SKIP_RERAISE_SET.add(fut)
handled_futures.add(fut)
if self.aschedule_error_handler is not None:
if handler_task := await self.aschedule_error_handler(
task, task_exc
):
handler_fut = cast(
asyncio.Future,
self.submit()( # type: ignore[misc]
arun_with_retry,
handler_task,
retry_policy,
stream=self.use_astream,
configurable={
CONFIG_KEY_CALL: partial(
_acall,
weakref.ref(handler_task),
retry_policy=retry_policy,
stream=self.use_astream,
futures=weakref.ref(futures),
schedule_task=schedule_task,
submit=self.submit,
loop=loop,
),
},
__name__=handler_task.name,
__cancel_on_exit__=True,
__reraise_on_exit__=reraise,
),
)
futures[handler_fut] = handler_task
else:
done_for_stop.add(fut)
else:
# remove references to loop vars
del fut, task
# maybe stop other tasks
if _should_stop_others(
done_for_stop, handled_exception_ids=self._handled_exception_ids
):
if _should_stop_others(done):
break
# give control back to the caller
yield
@@ -557,8 +411,6 @@ class PregelRunner:
futures.done.union(f for f, t in futures.items() if t is not None),
timeout_exc_cls=asyncio.TimeoutError,
panic=reraise,
handled_exception_ids=self._handled_exception_ids,
handled_futures=handled_futures,
)
except Exception as exc:
if tb := exc.__traceback__:
@@ -594,11 +446,6 @@ class PregelRunner:
else:
# save error to checkpointer
task.writes.append((ERROR, exception))
if self._should_route_to_error_handler(task) and not isinstance(
exception, GraphBubbleUp
):
# Mark early in commit path; loop-side routing may happen later.
self._handled_exception_ids.add(id(exception))
self.put_writes()(task.id, task.writes) # type: ignore[misc]
else:
if self.node_finished and (
@@ -614,8 +461,6 @@ class PregelRunner:
def _should_stop_others(
done: set[F],
*,
handled_exception_ids: set[int] | None = None,
) -> bool:
"""Check if any task failed, if so, cancel all other tasks.
GraphInterrupts are not considered failures."""
@@ -623,11 +468,7 @@ def _should_stop_others(
if fut.cancelled():
continue
elif exc := fut.exception():
if (
id(exc) not in (handled_exception_ids or set())
and not isinstance(exc, GraphBubbleUp)
and fut not in SKIP_RERAISE_SET
):
if not isinstance(exc, GraphBubbleUp) and fut not in SKIP_RERAISE_SET:
return True
return False
@@ -651,9 +492,6 @@ def _panic_or_proceed(
*,
timeout_exc_cls: type[Exception] = TimeoutError,
panic: bool = True,
handled_exception_ids: set[int] | None = None,
handled_futures: Collection[concurrent.futures.Future[Any] | asyncio.Future[Any]]
| None = None,
) -> None:
"""Cancel remaining tasks if any failed, re-raise exception if panic is True."""
done: set[concurrent.futures.Future[Any] | asyncio.Future[Any]] = set()
@@ -670,10 +508,6 @@ def _panic_or_proceed(
# if any task failed
fut = done.pop()
if exc := _exception(fut):
if fut in (handled_futures or set()):
continue
if id(exc) in (handled_exception_ids or set()):
continue
# cancel all pending tasks
while inflight:
inflight.pop().cancel()
@@ -703,7 +537,6 @@ def _call(
*,
retry_policy: Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
timeout: TimeoutPolicy | None = None,
callbacks: Callbacks = None,
futures: weakref.ref[FuturesDict],
schedule_task: Callable[
@@ -727,7 +560,6 @@ def _call(
retry_policy=retry_policy,
cache_policy=cache_policy,
callbacks=callbacks,
timeout=timeout,
),
):
if fut := next(
@@ -792,7 +624,6 @@ def _acall(
*,
retry_policy: Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
timeout: TimeoutPolicy | None = None,
callbacks: Callbacks = None,
# injected dependencies
futures: weakref.ref[FuturesDict],
@@ -826,7 +657,6 @@ def _acall(
input,
retry_policy=retry_policy,
cache_policy=cache_policy,
timeout=timeout,
callbacks=callbacks,
futures=futures,
schedule_task=schedule_task,
@@ -848,7 +678,6 @@ async def _acall_impl(
*,
retry_policy: Sequence[RetryPolicy] | None = None,
cache_policy: CachePolicy | None = None,
timeout: TimeoutPolicy | None = None,
callbacks: Callbacks = None,
# injected dependencies
futures: weakref.ref[FuturesDict[asyncio.Future, asyncio.Event]],
@@ -874,7 +703,6 @@ async def _acall_impl(
retry_policy=retry_policy,
cache_policy=cache_policy,
callbacks=callbacks,
timeout=timeout,
),
):
if fut := next(
-268
View File
@@ -1,268 +0,0 @@
from __future__ import annotations
from collections.abc import AsyncIterator, Callable, Iterator
from contextvars import ContextVar, Token
from typing import Any, TypeVar, cast
from uuid import UUID
from langchain_core.callbacks import BaseCallbackHandler
from langgraph._internal._constants import NS_SEP
from langgraph.constants import TAG_NOSTREAM
from langgraph.pregel.protocol import StreamChunk
try:
from langchain_core.tracers._streaming import _StreamingCallbackHandler
except ImportError:
_StreamingCallbackHandler = object # type: ignore[assignment,misc]
T = TypeVar("T")
ToolCallWriter = Callable[[Any], None]
"""A closure bound to a single tool call that emits `tool-output-delta` events."""
_tool_call_writer: ContextVar[ToolCallWriter | None] = ContextVar(
"langgraph_tool_call_writer", default=None
)
"""ContextVar holding the writer for the currently-executing tool call.
Set by `StreamToolCallHandler.on_tool_start` and reset on end/error.
Read by `ToolRuntime.emit_output_delta` (in `langgraph.prebuilt`).
"""
class StreamToolCallHandler(BaseCallbackHandler, _StreamingCallbackHandler):
"""Callback handler that emits tool-call lifecycle events on the stream.
Fires on LangChain's `on_tool_*` callbacks and pushes to the `tools`
stream mode. Emits `tool-started` / `tool-output-delta` /
`tool-finished` / `tool-error` payloads keyed by `tool_call_id`.
While a tool is executing, this handler sets `_tool_call_writer` to a
closure bound to that call's namespace and `tool_call_id`.
`ToolRuntime.emit_output_delta` reads that ContextVar so tool bodies
can stream partial output without threading the writer through their
own signature.
Attached by `Pregel.stream` / `astream` when `"tools"` is in
`stream_modes`. `run_inline = True` keeps event ordering
deterministic.
"""
run_inline = True
def __init__(
self,
stream: Callable[[StreamChunk], None],
subgraphs: bool,
*,
parent_ns: tuple[str, ...] | None = None,
) -> None:
"""Configure the handler to stream tool-call events.
Args:
stream: Callable that accepts a `StreamChunk` tuple
`(namespace, mode, payload)` and enqueues it.
subgraphs: Whether to emit events from tools called inside
nested subgraphs. When False, only tools at the
handler's own scope (`parent_ns`) emit.
parent_ns: Namespace where the handler was attached.
Mirrors the `StreamMessagesHandler` escape hatch:
tools whose containing namespace equals `parent_ns`
still emit even with `subgraphs=False`, so a node that
explicitly streams a subgraph with `stream_mode="tools"`
sees its own tools.
"""
self.stream = stream
self.subgraphs = subgraphs
self.parent_ns = parent_ns
# run_id → (namespace, tool_call_id, ContextVar token)
# `on_tool_end` does not receive `tool_call_id` in kwargs, so
# we correlate by `run_id` which is present on every callback.
self._run_to_call: dict[
UUID, tuple[tuple[str, ...], str, Token[ToolCallWriter | None]]
] = {}
def _ns_for_emit(
self,
metadata: dict[str, Any] | None,
tags: list[str] | None,
) -> tuple[str, ...] | None:
"""Resolve the namespace this tool call should emit at, or `None` to skip.
Mirrors `StreamMessagesHandler.on_chat_model_start`'s namespace
derivation: parses `langgraph_checkpoint_ns` (which ends with
the `node_name:task_id` of the calling node), drops that
trailing segment, and returns the containing subgraph's own
namespace. Returns `None` when the call should be silently
suppressed:
- `metadata` is missing handler is attached to a context
without Pregel routing info.
- `TAG_NOSTREAM` is in `tags` caller explicitly opted out.
- Tool runs in a subgraph (`len(ns) > 0`) and the handler was
attached with `subgraphs=False` and a different `parent_ns`
than the call's containing subgraph.
"""
if not metadata:
return None
if tags and TAG_NOSTREAM in tags:
return None
nskey = metadata.get("langgraph_checkpoint_ns")
if not nskey:
ns: tuple[str, ...] = ()
else:
ns = tuple(cast(str, nskey).split(NS_SEP))[:-1]
if not self.subgraphs and len(ns) > 0 and ns != self.parent_ns:
return None
return ns
def _start(
self,
serialized: dict[str, Any] | None,
input_str: str,
*,
run_id: UUID,
metadata: dict[str, Any] | None,
tags: list[str] | None,
inputs: dict[str, Any] | None,
kwargs: dict[str, Any],
) -> None:
ns = self._ns_for_emit(metadata, tags)
if ns is None:
return
tool_call_id = cast("str | None", kwargs.get("tool_call_id")) or str(run_id)
tool_name = (
(serialized or {}).get("name")
or cast("str | None", kwargs.get("name"))
or ""
)
def writer(delta: Any) -> None:
self.stream(
(
ns,
"tools",
{
"event": "tool-output-delta",
"tool_call_id": tool_call_id,
"delta": delta,
},
)
)
token = _tool_call_writer.set(writer)
self._run_to_call[run_id] = (ns, tool_call_id, token)
payload: dict[str, Any] = {
"event": "tool-started",
"tool_call_id": tool_call_id,
"tool_name": tool_name,
}
if inputs is not None:
payload["input"] = inputs
self.stream((ns, "tools", payload))
def _end(self, output: Any, *, run_id: UUID) -> None:
info = self._run_to_call.pop(run_id, None)
if info is None:
return
ns, tool_call_id, token = info
self._reset_writer(token)
self.stream(
(
ns,
"tools",
{
"event": "tool-finished",
"tool_call_id": tool_call_id,
"output": output,
},
)
)
def _error(self, error: BaseException, *, run_id: UUID) -> None:
info = self._run_to_call.pop(run_id, None)
if info is None:
return
ns, tool_call_id, token = info
self._reset_writer(token)
self.stream(
(
ns,
"tools",
{
"event": "tool-error",
"tool_call_id": tool_call_id,
"message": str(error),
},
)
)
def tap_output_aiter(
self, run_id: UUID, output: AsyncIterator[T]
) -> AsyncIterator[T]:
"""Pass-through — required by the `_StreamingCallbackHandler` protocol."""
return output
def tap_output_iter(self, run_id: UUID, output: Iterator[T]) -> Iterator[T]:
"""Pass-through — sync counterpart to `tap_output_aiter`."""
return output
@staticmethod
def _reset_writer(token: Token[ToolCallWriter | None]) -> None:
# Token is invalid if `on_tool_end` runs in a different context
# than `on_tool_start` (e.g. langchain may hand off to a thread
# worker without copying the context). Swallow that case; the
# ContextVar lifetime is bounded by the enclosing task anyway.
try:
_tool_call_writer.reset(token)
except ValueError:
pass
# ------------------------------------------------------------------
# Sync callbacks
# ------------------------------------------------------------------
def on_tool_start(
self,
serialized: dict[str, Any],
input_str: str,
*,
run_id: UUID,
parent_run_id: UUID | None = None,
tags: list[str] | None = None,
metadata: dict[str, Any] | None = None,
inputs: dict[str, Any] | None = None,
**kwargs: Any,
) -> Any:
self._start(
serialized,
input_str,
run_id=run_id,
metadata=metadata,
tags=tags,
inputs=inputs,
kwargs=kwargs,
)
def on_tool_end(
self,
output: Any,
*,
run_id: UUID,
parent_run_id: UUID | None = None,
**kwargs: Any,
) -> Any:
self._end(output, run_id=run_id)
def on_tool_error(
self,
error: BaseException,
*,
run_id: UUID,
parent_run_id: UUID | None = None,
**kwargs: Any,
) -> Any:
self._error(error, run_id=run_id)
+2 -75
View File
@@ -4,27 +4,16 @@ import ast
import inspect
import re
import textwrap
from collections.abc import Callable, Sequence
from functools import partial
from collections.abc import Callable
from typing import Any
from langchain_core.runnables import (
Runnable,
RunnableLambda,
RunnableParallel,
RunnableSequence,
)
from langchain_core.runnables.base import RunnableBindingBase
from langchain_core.runnables.config import run_in_executor
from langchain_core.runnables import Runnable, RunnableLambda, RunnableSequence
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
from langgraph.pregel.protocol import PregelProtocol
_SEQUENCE_TYPES = (RunnableSeq, RunnableSequence)
def get_new_channel_versions(
previous_versions: ChannelVersions, current_versions: ChannelVersions
@@ -75,68 +64,6 @@ def find_subgraph_pregel(candidate: Runnable) -> PregelProtocol | None:
return None
def _sequence_steps(runnable: Runnable) -> Sequence[Runnable] | None:
if isinstance(runnable, _SEQUENCE_TYPES):
return runnable.steps
return None
def _parallel_steps(runnable: Runnable) -> Sequence[Runnable] | None:
if isinstance(runnable, RunnableParallel):
return tuple(runnable.steps__.values())
return None
def _has_method_override(runnable: Runnable, method_name: str) -> bool:
method = getattr(type(runnable), method_name, None)
return method is not None and method is not getattr(Runnable, method_name)
def _is_executor_backed_afunc(afunc: Callable[..., Any] | None) -> bool:
return isinstance(afunc, partial) and afunc.func is run_in_executor
def _has_native_async(runnable: Runnable) -> bool:
if isinstance(runnable, RunnableCallable):
return runnable.afunc is not None and not _is_executor_backed_afunc(
runnable.afunc
)
if isinstance(runnable, RunnableLambda):
return bool(getattr(runnable, "afunc", False))
return _has_method_override(runnable, "ainvoke")
def _runnable_has_native_async(runnable: Runnable) -> bool:
"""Return whether a runnable can be idle-timed without known sync code.
For custom runnable subclasses, an `ainvoke` override is treated as the
async contract. We do not introspect whether that implementation delegates
to blocking work internally e.g. a subclass whose `ainvoke` calls
`asyncio.to_thread(self.invoke, ...)` will pass this check but the wrapped
sync work is still uncancellable. Idle-timeout enforcement on such a
runnable will fire `NodeTimeoutError` correctly, but the background thread
will keep running until its sync work returns.
"""
while isinstance(runnable, RunnableBindingBase):
runnable = runnable.bound
steps = _sequence_steps(runnable)
if steps is None:
steps = _parallel_steps(runnable)
if steps is not None:
return all(_runnable_has_native_async(step) for step in steps)
# Raw callables and the common composition wrappers created by graph
# builders fall through here. We do not exhaustively unwrap every Runnable
# wrapper — wrappers that provide `ainvoke` are treated as owning the async
# contract.
return _has_native_async(runnable)
def validate_timeout_supported(runnable: Runnable, *, name: str) -> None:
if not _runnable_has_native_async(runnable):
raise sync_timeout_unsupported(name)
def get_function_nonlocals(func: Callable) -> list[Any]:
"""Get the nonlocal variables accessed by a function.

Some files were not shown because too many files have changed in this diff Show More