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here is the log from the commit of package python-langgraph-checkpoint for
openSUSE:Factory checked in at 2026-10-15 12:25:33
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Comparing /work/SRC/openSUSE:Factory/python-langgraph-checkpoint (Old)
and /work/SRC/openSUSE:Factory/.python-langgraph-checkpoint.new.3698736
(New)
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Package is "python-langgraph-checkpoint"
Thu Oct 15 12:25:33 2026 rev:4 rq:1384876 version:4.3.0
Changes:
--------
---
/work/SRC/openSUSE:Factory/python-langgraph-checkpoint/python-langgraph-checkpoint.changes
2026-08-18 16:38:09.430525167 +0200
+++
/work/SRC/openSUSE:Factory/.python-langgraph-checkpoint.new.3698736/python-langgraph-checkpoint.changes
2026-10-15 12:25:34.505713377 +0200
@@ -1,0 +2,9 @@
+Thu Oct 15 04:40:45 UTC 2026 - Martin Pluskal <[email protected]>
+
+- Update to 4.3.0:
+ * Default InMemorySaver delta history to the latest checkpoint
+ * Validate namespace labels before store dispatch
+ * Keep serialized data when an object cannot be rebuilt
+ * Widen Store put value type to Mapping[str, Any]
+
+-------------------------------------------------------------------
Old:
----
langgraph_checkpoint-4.2.0.tar.gz
New:
----
langgraph_checkpoint-4.3.0.tar.gz
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Other differences:
------------------
++++++ python-langgraph-checkpoint.spec ++++++
--- /var/tmp/diff_new_pack.CVP62L/_old 2026-10-15 12:25:35.350748737 +0200
+++ /var/tmp/diff_new_pack.CVP62L/_new 2026-10-15 12:25:35.352748820 +0200
@@ -17,7 +17,7 @@
Name: python-langgraph-checkpoint
-Version: 4.2.0
+Version: 4.3.0
Release: 0
Summary: Library with base interfaces for LangGraph checkpoint savers
License: MIT
++++++ langgraph_checkpoint-4.2.0.tar.gz -> langgraph_checkpoint-4.3.0.tar.gz
++++++
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/.gitignore
new/langgraph_checkpoint-4.3.0/.gitignore
--- old/langgraph_checkpoint-4.2.0/.gitignore 2020-02-02 01:00:00.000000000
+0100
+++ new/langgraph_checkpoint-4.3.0/.gitignore 2020-02-02 01:00:00.000000000
+0100
@@ -76,7 +76,12 @@
# Environments
.env
+.env.*
.envrc
+*.crt
+*.key
+*.pem
+credentials.json
.venv
.venvs
env/
@@ -98,6 +103,7 @@
.vercel
.turbo
+node_modules/
.editorconfig
.scratch
.worktrees/
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/PKG-INFO
new/langgraph_checkpoint-4.3.0/PKG-INFO
--- old/langgraph_checkpoint-4.2.0/PKG-INFO 2020-02-02 01:00:00.000000000
+0100
+++ new/langgraph_checkpoint-4.3.0/PKG-INFO 2020-02-02 01:00:00.000000000
+0100
@@ -1,6 +1,6 @@
-Metadata-Version: 2.4
+Metadata-Version: 2.5
Name: langgraph-checkpoint
-Version: 4.2.0
+Version: 4.3.0
Summary: Library with base interfaces for LangGraph checkpoint savers.
Project-URL: Source,
https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint
Project-URL: Twitter, https://x.com/langchain_oss
@@ -54,7 +54,12 @@
```python
{"configurable": {"thread_id": "1"}} # valid config
-{"configurable": {"thread_id": "1", "checkpoint_id":
"0c62ca34-ac19-445d-bbb0-5b4984975b2a"}} # also valid config
+{
+ "configurable": {
+ "thread_id": "1",
+ "checkpoint_id": "0c62ca34-ac19-445d-bbb0-5b4984975b2a",
+ }
+} # also valid config
```
### Serde
@@ -94,24 +99,12 @@
"v": 4,
"ts": "2024-07-31T20:14:19.804150+00:00",
"id": "1ef4f797-8335-6428-8001-8a1503f9b875",
- "channel_values": {
- "my_key": "meow",
- "node": "node"
- },
- "channel_versions": {
- "__start__": 2,
- "my_key": 3,
- "start:node": 3,
- "node": 3
- },
+ "channel_values": {"my_key": "meow", "node": "node"},
+ "channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node":
3},
"versions_seen": {
- "__input__": {},
- "__start__": {
- "__start__": 1
- },
- "node": {
- "start:node": 2
- }
+ "__input__": {},
+ "__start__": {"__start__": 1},
+ "node": {"start:node": 2},
},
}
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/README.md
new/langgraph_checkpoint-4.3.0/README.md
--- old/langgraph_checkpoint-4.2.0/README.md 2020-02-02 01:00:00.000000000
+0100
+++ new/langgraph_checkpoint-4.3.0/README.md 2020-02-02 01:00:00.000000000
+0100
@@ -39,7 +39,12 @@
```python
{"configurable": {"thread_id": "1"}} # valid config
-{"configurable": {"thread_id": "1", "checkpoint_id":
"0c62ca34-ac19-445d-bbb0-5b4984975b2a"}} # also valid config
+{
+ "configurable": {
+ "thread_id": "1",
+ "checkpoint_id": "0c62ca34-ac19-445d-bbb0-5b4984975b2a",
+ }
+} # also valid config
```
### Serde
@@ -79,24 +84,12 @@
"v": 4,
"ts": "2024-07-31T20:14:19.804150+00:00",
"id": "1ef4f797-8335-6428-8001-8a1503f9b875",
- "channel_values": {
- "my_key": "meow",
- "node": "node"
- },
- "channel_versions": {
- "__start__": 2,
- "my_key": 3,
- "start:node": 3,
- "node": 3
- },
+ "channel_values": {"my_key": "meow", "node": "node"},
+ "channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node":
3},
"versions_seen": {
- "__input__": {},
- "__start__": {
- "__start__": 1
- },
- "node": {
- "start:node": 2
- }
+ "__input__": {},
+ "__start__": {"__start__": 1},
+ "node": {"start:node": 2},
},
}
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/langgraph/checkpoint/base/__init__.py
new/langgraph_checkpoint-4.3.0/langgraph/checkpoint/base/__init__.py
--- old/langgraph_checkpoint-4.2.0/langgraph/checkpoint/base/__init__.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/langgraph/checkpoint/base/__init__.py
2020-02-02 01:00:00.000000000 +0100
@@ -10,6 +10,7 @@
NamedTuple,
TypedDict,
TypeVar,
+ cast,
)
from langchain_core.runnables import RunnableConfig
@@ -161,6 +162,14 @@
Always present; possibly empty. Already filtered to one channel.
Writes stored at the target checkpoint itself are pending for the
next super-step and are excluded.
+
+ Within a single checkpoint, writes are ordered by `writes_sort_key`,
+ `(task_path, task_id, idx)`, which is the order live execution applies
+ a super-step's task writes in. `task_id` is a hash of the path, so
+ ordering by it permutes parallel tasks writing one channel, and
+ reducers need not be order-invariant. Writes stored without a
+ `task_path` (graph input, `update_state` and `Command` updates, rows
+ predating the column) sort first, by `task_id`.
* `seed` — the stored value at the nearest ancestor whose
`channel_values[ch]` is populated. Omitted if the walk reached the
root without finding any stored value (consumer treats absence as
@@ -173,6 +182,20 @@
seed: NotRequired[Any]
+def writes_sort_key(
+ task_path: str, task_id: str = "", idx: int = 0
+) -> tuple[str, str, int]:
+ """Sort key for the writes of one super-step.
+
+ Live execution applies a super-step's tasks in this order, so a saver
+ that replays stored writes, as `get_delta_channel_history` does, must
+ sort them by it too, or an order-sensitive reducer rebuilds a different
+ value than the run produced. `task_path` is the string passed to
+ `put_writes`.
+ """
+ return (task_path, task_id, idx)
+
+
class BaseCheckpointSaver(Generic[V]):
"""Base class for creating a graph checkpointer.
@@ -243,7 +266,8 @@
config: Configuration specifying which checkpoint to retrieve.
Returns:
- The requested checkpoint tuple, or `None` if not found.
+ The requested checkpoint tuple, or `None` if not found. Its
+ `pending_writes` must be in `writes_sort_key` order.
Raises:
NotImplementedError: Implement this method in your custom
checkpoint saver.
@@ -433,7 +457,8 @@
config: Configuration specifying which checkpoint to retrieve.
Returns:
- The requested checkpoint tuple, or `None` if not found.
+ The requested checkpoint tuple, or `None` if not found. Its
+ `pending_writes` must be in `writes_sort_key` order.
Raises:
NotImplementedError: Implement this method in your custom
checkpoint saver.
@@ -610,6 +635,10 @@
`PostgresSaver`) override for performance; the return contract is
fixed here.
+ `PendingWrite` carries no `task_path`, so this default replays each
+ checkpoint's writes in `get_tuple`'s `pending_writes` order, which
+ `get_tuple` must return in `writes_sort_key` order.
+
Args:
config: Configuration identifying the target checkpoint.
channels: Channel names to walk for. Empty → empty mapping.
@@ -781,7 +810,7 @@
"""Get checkpoint metadata in a backwards-compatible manner."""
checkpoint_metadata = get_checkpoint_metadata(config, metadata)
if "writes" in checkpoint_metadata:
- checkpoint_metadata.pop("writes")
+ cast(dict[str, Any], checkpoint_metadata).pop("writes")
return checkpoint_metadata
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/langgraph/checkpoint/memory/__init__.py
new/langgraph_checkpoint-4.3.0/langgraph/checkpoint/memory/__init__.py
--- old/langgraph_checkpoint-4.2.0/langgraph/checkpoint/memory/__init__.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/langgraph/checkpoint/memory/__init__.py
2020-02-02 01:00:00.000000000 +0100
@@ -25,6 +25,7 @@
SerializerProtocol,
get_checkpoint_id,
get_checkpoint_metadata,
+ writes_sort_key,
)
logger = logging.getLogger(__name__)
@@ -139,6 +140,15 @@
result[k] = self.serde.loads_typed(vv)
return result
+ def _ordered_writes(
+ self, thread_id: str, checkpoint_ns: str, checkpoint_id: str
+ ) -> list[tuple[str, str, tuple[str, bytes], str]]:
+ stored = self.writes.get((thread_id, checkpoint_ns, checkpoint_id), {})
+ return [
+ stored[k]
+ for k in sorted(stored, key=lambda k:
writes_sort_key(stored[k][3], *k))
+ ]
+
def get_delta_channel_history(
self, *, config: RunnableConfig, channels: Sequence[str]
) -> Mapping[str, DeltaChannelHistory]:
@@ -160,8 +170,8 @@
return {}
thread_id = config["configurable"]["thread_id"]
checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
- checkpoint_id = config["configurable"].get("checkpoint_id", "")
ns_storage = self.storage.get(thread_id, {}).get(checkpoint_ns, {})
+ checkpoint_id = get_checkpoint_id(config) or max(ns_storage,
default="")
chain: list[str] = []
target_entry = ns_storage.get(checkpoint_id)
@@ -198,9 +208,8 @@
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
+ for tid, ch, serialized, _ in reversed(
+ self._ordered_writes(thread_id, checkpoint_ns, cp_id)
):
if ch not in remaining:
continue
@@ -246,7 +255,7 @@
if checkpoint_id := get_checkpoint_id(config):
if saved :=
self.storage[thread_id][checkpoint_ns].get(checkpoint_id):
checkpoint, metadata, parent_checkpoint_id = saved
- writes = self.writes[(thread_id, checkpoint_ns,
checkpoint_id)].values()
+ writes = self._ordered_writes(thread_id, checkpoint_ns,
checkpoint_id)
checkpoint_: Checkpoint = self.serde.loads_typed(checkpoint)
return CheckpointTuple(
config=config,
@@ -276,7 +285,7 @@
if checkpoints := self.storage[thread_id][checkpoint_ns]:
checkpoint_id = max(checkpoints.keys())
checkpoint, metadata, parent_checkpoint_id =
checkpoints[checkpoint_id]
- writes = self.writes[(thread_id, checkpoint_ns,
checkpoint_id)].values()
+ writes = self._ordered_writes(thread_id, checkpoint_ns,
checkpoint_id)
checkpoint_ = self.serde.loads_typed(checkpoint)
return CheckpointTuple(
config={
@@ -379,9 +388,9 @@
elif limit is not None:
limit -= 1
- writes = self.writes[
- (thread_id, checkpoint_ns, checkpoint_id)
- ].values()
+ writes = self._ordered_writes(
+ thread_id, checkpoint_ns, checkpoint_id
+ )
checkpoint_: Checkpoint =
self.serde.loads_typed(checkpoint)
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/langgraph/checkpoint/serde/jsonplus.py
new/langgraph_checkpoint-4.3.0/langgraph/checkpoint/serde/jsonplus.py
--- old/langgraph_checkpoint-4.2.0/langgraph/checkpoint/serde/jsonplus.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/langgraph/checkpoint/serde/jsonplus.py
2020-02-02 01:00:00.000000000 +0100
@@ -55,6 +55,7 @@
_MAX_WARNED_TYPES = 1000
_warned_unregistered_types: set[tuple[str, str]] = set()
_warned_blocked_types: set[tuple[str, str]] = set()
+_warned_unreconstructable_types: set[tuple[str, str]] = set()
def _is_safe_json_type(id_list: list[str]) -> bool:
@@ -79,6 +80,27 @@
logger.warning(msg, *args)
+def _reconstruction_fallback(tup: Any, exc: Exception) -> Any:
+ """Return the serialized payload of an object that could not be rebuilt.
+
+ Returning `None` here would silently erase the value from restored state.
+ """
+ try:
+ module, name, payload = tup[0], tup[1], tup[2]
+ except Exception:
+ return None
+ _warn_once(
+ _warned_unreconstructable_types,
+ (str(module), str(name)),
+ "Could not reconstruct %s.%s from checkpoint (%s); "
+ "returning its serialized data instead.",
+ module,
+ name,
+ type(exc).__name__,
+ )
+ return payload
+
+
class JsonPlusSerializer(SerializerProtocol):
"""Serializer that uses ormsgpack, with optional fallbacks.
@@ -638,6 +660,7 @@
)
)
elif code == EXT_CONSTRUCTOR_SINGLE_ARG:
+ tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -649,9 +672,10 @@
return tup[2]
# module, name, arg
return getattr(importlib.import_module(tup[0]), tup[1])(tup[2])
- except Exception:
- return None
+ except Exception as exc:
+ return _reconstruction_fallback(tup, exc)
elif code == EXT_CONSTRUCTOR_POS_ARGS:
+ tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -662,9 +686,10 @@
return _send_from_args(tup[2])
# module, name, args
return getattr(importlib.import_module(tup[0]),
tup[1])(*tup[2])
- except Exception:
- return None
+ except Exception as exc:
+ return _reconstruction_fallback(tup, exc)
elif code == EXT_CONSTRUCTOR_KW_ARGS:
+ tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -673,9 +698,10 @@
return tup[2]
# module, name, kwargs
return getattr(importlib.import_module(tup[0]),
tup[1])(**tup[2])
- except Exception:
- return None
+ except Exception as exc:
+ return _reconstruction_fallback(tup, exc)
elif code == EXT_METHOD_SINGLE_ARG:
+ tup = None
try:
tup = ormsgpack.unpackb(
data, ext_hook=ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
@@ -686,8 +712,8 @@
return getattr(
getattr(importlib.import_module(tup[0]), tup[1]), tup[3]
)(tup[2])
- except Exception:
- return None
+ except Exception as exc:
+ return _reconstruction_fallback(tup, exc)
elif code == EXT_PYDANTIC_V1:
try:
tup = ormsgpack.unpackb(
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/langgraph/store/base/__init__.py
new/langgraph_checkpoint-4.3.0/langgraph/store/base/__init__.py
--- old/langgraph_checkpoint-4.2.0/langgraph/store/base/__init__.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/langgraph/store/base/__init__.py
2020-02-02 01:00:00.000000000 +0100
@@ -12,7 +12,7 @@
from __future__ import annotations
from abc import ABC, abstractmethod
-from collections.abc import Iterable
+from collections.abc import Iterable, Mapping
from datetime import datetime
from typing import (
Any,
@@ -473,10 +473,10 @@
the full path would effectively be `"documents/user123/report1"`
"""
- value: dict[str, Any] | None
+ value: Mapping[str, Any] | None
"""The data to store, or `None` to mark the item for deletion.
- The value must be a dictionary with string keys and JSON-serializable
values.
+ The value must be a mapping with string keys and JSON-serializable values.
Setting this to `None` signals that the item should be deleted.
Example:
@@ -771,7 +771,12 @@
Returns:
The retrieved item or `None` if not found.
+
+ Raises:
+ InvalidNamespaceError: If a namespace label is empty, is not a
string,
+ or contains a period (`.`).
"""
+ _validate_namespace_labels(namespace)
return self.batch(
[GetOp(namespace, str(key), _ensure_refresh(self.ttl_config,
refresh_ttl))]
)[0]
@@ -801,6 +806,10 @@
Returns:
List of items matching the search criteria.
+ Raises:
+ InvalidNamespaceError: If a `namespace_prefix` label is empty, is
not a
+ string, or contains a period (`.`).
+
???+ example "Examples"
Basic filtering:
@@ -840,6 +849,7 @@
Natural language search support depends on your store
implementation
and requires proper embedding configuration.
"""
+ _validate_namespace_labels(namespace_prefix)
return self.batch(
[
SearchOp(
@@ -857,7 +867,7 @@
self,
namespace: tuple[str, ...],
key: str,
- value: dict[str, Any],
+ value: Mapping[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
@@ -869,7 +879,7 @@
Example: `("documents", "user123")`
key: Unique identifier within the namespace. Together with
namespace forms
the complete path to the item.
- value: Dictionary containing the item's data. Must contain string
keys
+ value: Mapping containing the item's data. Must contain string keys
and JSON-serializable values.
index: Controls how the item's fields are indexed for search:
@@ -887,6 +897,11 @@
By default, the expiration timer refreshes on both read
operations (get/search)
and write operations (put/update), whenever the item is
included in the operation.
+ Raises:
+ InvalidNamespaceError: If the namespace is empty, its root label is
+ `"langgraph"`, or a label is empty, is not a string, or
contains a
+ period (`.`).
+
Note:
Indexing support depends on your store implementation.
If you do not initialize the store with indexing capabilities,
@@ -940,7 +955,12 @@
Args:
namespace: Hierarchical path for the item.
key: Unique identifier within the namespace.
+
+ Raises:
+ InvalidNamespaceError: If a namespace label is empty, is not a
string,
+ or contains a period (`.`).
"""
+ _validate_namespace_labels(namespace)
self.batch([PutOp(namespace, str(key), None, ttl=None)])
def list_namespaces(
@@ -969,6 +989,10 @@
A list of namespace tuples that match the criteria. Each tuple
represents a
full namespace path up to `max_depth`.
+ Raises:
+ InvalidNamespaceError: If a `prefix` or `suffix` label is empty,
is not a
+ string, or contains a period (`.`).
+
???+ example "Examples":
Setting `max_depth=3`. Given the namespaces:
@@ -984,6 +1008,8 @@
# [("a", "b", "c"), ("a", "b", "d"), ("a", "b", "f")]
```
"""
+ _validate_namespace_labels(prefix or ())
+ _validate_namespace_labels(suffix or ())
match_conditions = []
if prefix:
match_conditions.append(MatchCondition(match_type="prefix",
path=prefix))
@@ -1013,7 +1039,12 @@
Returns:
The retrieved item or `None` if not found.
+
+ Raises:
+ InvalidNamespaceError: If a namespace label is empty, is not a
string,
+ or contains a period (`.`).
"""
+ _validate_namespace_labels(namespace)
return (
await self.abatch(
[
@@ -1052,6 +1083,10 @@
Returns:
List of items matching the search criteria.
+ Raises:
+ InvalidNamespaceError: If a `namespace_prefix` label is empty, is
not a
+ string, or contains a period (`.`).
+
???+ example "Examples"
Basic filtering:
@@ -1091,6 +1126,7 @@
Natural language search support depends on your store
implementation
and requires proper embedding configuration.
"""
+ _validate_namespace_labels(namespace_prefix)
return (
await self.abatch(
[
@@ -1110,7 +1146,7 @@
self,
namespace: tuple[str, ...],
key: str,
- value: dict[str, Any],
+ value: Mapping[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
@@ -1122,7 +1158,7 @@
Example: `("documents", "user123")`
key: Unique identifier within the namespace. Together with
namespace forms
the complete path to the item.
- value: Dictionary containing the item's data. Must contain string
keys
+ value: Mapping containing the item's data. Must contain string keys
and JSON-serializable values.
index: Controls how the item's fields are indexed for search:
@@ -1140,6 +1176,11 @@
By default, the expiration timer refreshes on both read
operations (get/search)
and write operations (put/update), whenever the item is
included in the operation.
+ Raises:
+ InvalidNamespaceError: If the namespace is empty, its root label is
+ `"langgraph"`, or a label is empty, is not a string, or
contains a
+ period (`.`).
+
Note:
Indexing support depends on your store implementation.
If you do not initialize the store with indexing capabilities,
@@ -1201,7 +1242,12 @@
Args:
namespace: Hierarchical path for the item.
key: Unique identifier within the namespace.
+
+ Raises:
+ InvalidNamespaceError: If a namespace label is empty, is not a
string,
+ or contains a period (`.`).
"""
+ _validate_namespace_labels(namespace)
await self.abatch([PutOp(namespace, str(key), None)])
async def alist_namespaces(
@@ -1230,6 +1276,10 @@
A list of namespace tuples that match the criteria. Each tuple
represents a
full namespace path up to `max_depth`.
+ Raises:
+ InvalidNamespaceError: If a `prefix` or `suffix` label is empty,
is not a
+ string, or contains a period (`.`).
+
???+ example "Examples"
Setting `max_depth=3` with existing namespaces:
@@ -1245,6 +1295,8 @@
# Returns: [("a", "b", "c"), ("a", "b", "d"), ("a", "b", "f")]
```
"""
+ _validate_namespace_labels(prefix or ())
+ _validate_namespace_labels(suffix or ())
match_conditions = []
if prefix:
match_conditions.append(MatchCondition(match_type="prefix",
path=prefix))
@@ -1263,6 +1315,14 @@
def _validate_namespace(namespace: tuple[str, ...]) -> None:
if not namespace:
raise InvalidNamespaceError("Namespace cannot be empty.")
+ _validate_namespace_labels(namespace)
+ if namespace[0] == "langgraph":
+ raise InvalidNamespaceError(
+ f'Root label for namespace cannot be "langgraph". Got: {namespace}'
+ )
+
+
+def _validate_namespace_labels(namespace: tuple[str, ...]) -> None:
for label in namespace:
if not isinstance(label, str):
raise InvalidNamespaceError(
@@ -1277,10 +1337,27 @@
raise InvalidNamespaceError(
f"Namespace labels cannot be empty strings. Got {label} in
{namespace}"
)
- if namespace[0] == "langgraph":
- raise InvalidNamespaceError(
- f'Root label for namespace cannot be "langgraph". Got: {namespace}'
- )
+
+
+def validate_op_namespace(op: Op) -> None:
+ """Validate the namespace labels an op carries before a store executes it.
+
+ `BaseStore` methods check labels before batching, but ops passed directly
to
+ `batch`/`abatch` skip those methods. Stores that serialize namespaces as
+ delimited text should call this for every op they execute, so a label such
+ as `"foo.bar"` cannot address the namespace `("foo", "bar")`.
+
+ Raises:
+ InvalidNamespaceError: If a label is empty, is not a string, or
contains
+ a period (`.`).
+ """
+ if isinstance(op, (GetOp, PutOp)):
+ _validate_namespace_labels(op.namespace)
+ elif isinstance(op, SearchOp):
+ _validate_namespace_labels(op.namespace_prefix)
+ elif isinstance(op, ListNamespacesOp):
+ for condition in op.match_conditions or ():
+ _validate_namespace_labels(condition.path)
def _ensure_refresh(
@@ -1319,4 +1396,5 @@
"ensure_embeddings",
"tokenize_path",
"get_text_at_path",
+ "validate_op_namespace",
]
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/langgraph/store/base/batch.py
new/langgraph_checkpoint-4.3.0/langgraph/store/base/batch.py
--- old/langgraph_checkpoint-4.2.0/langgraph/store/base/batch.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/langgraph/store/base/batch.py
2020-02-02 01:00:00.000000000 +0100
@@ -5,7 +5,7 @@
import asyncio
import functools
import weakref
-from collections.abc import Callable, Iterable
+from collections.abc import Callable, Iterable, Mapping
from typing import Any, Literal, TypeVar
from langgraph.store.base import (
@@ -25,6 +25,7 @@
_ensure_refresh,
_ensure_ttl,
_validate_namespace,
+ _validate_namespace_labels,
)
F = TypeVar("F", bound=Callable)
@@ -86,6 +87,7 @@
*,
refresh_ttl: bool | None = None,
) -> Item | None:
+ _validate_namespace_labels(namespace)
self._ensure_task()
fut = self._loop.create_future()
self._aqueue.put_nowait(
@@ -111,6 +113,7 @@
offset: int = 0,
refresh_ttl: bool | None = None,
) -> list[SearchItem]:
+ _validate_namespace_labels(namespace_prefix)
self._ensure_task()
fut = self._loop.create_future()
self._aqueue.put_nowait(
@@ -132,7 +135,7 @@
self,
namespace: tuple[str, ...],
key: str,
- value: dict[str, Any],
+ value: Mapping[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
@@ -155,6 +158,7 @@
namespace: tuple[str, ...],
key: str,
) -> None:
+ _validate_namespace_labels(namespace)
self._ensure_task()
fut = self._loop.create_future()
self._aqueue.put_nowait((fut, PutOp(namespace, key, None)))
@@ -169,6 +173,8 @@
limit: int = 100,
offset: int = 0,
) -> list[tuple[str, ...]]:
+ _validate_namespace_labels(prefix or ())
+ _validate_namespace_labels(suffix or ())
self._ensure_task()
fut = self._loop.create_future()
match_conditions = []
@@ -231,7 +237,7 @@
self,
namespace: tuple[str, ...],
key: str,
- value: dict[str, Any],
+ value: Mapping[str, Any],
index: Literal[False] | list[str] | None = None,
*,
ttl: float | None | NotProvided = NOT_PROVIDED,
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/langgraph/store/base/embed.py
new/langgraph_checkpoint-4.3.0/langgraph/store/base/embed.py
--- old/langgraph_checkpoint-4.2.0/langgraph/store/base/embed.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/langgraph/store/base/embed.py
2020-02-02 01:00:00.000000000 +0100
@@ -11,7 +11,7 @@
import asyncio
import functools
import json
-from collections.abc import Awaitable, Callable, Sequence
+from collections.abc import Awaitable, Callable, Mapping, Sequence
from typing import Any
from langchain_core.embeddings import Embeddings
@@ -244,6 +244,9 @@
- Multi-field selection: "{field1,field2}"
- Nested paths in multi-field: "{field1,nested.field2}"
"""
+ if isinstance(obj, Mapping) and not isinstance(obj, dict):
+ obj = dict(obj)
+
if not path or path == "$":
return [json.dumps(obj, sort_keys=True, ensure_ascii=False)]
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/langgraph/store/memory/__init__.py
new/langgraph_checkpoint-4.3.0/langgraph/store/memory/__init__.py
--- old/langgraph_checkpoint-4.2.0/langgraph/store/memory/__init__.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/langgraph/store/memory/__init__.py
2020-02-02 01:00:00.000000000 +0100
@@ -408,7 +408,7 @@
self._vectors[namespace].pop(key, None)
else:
self._data[namespace][key] = Item(
- value=op.value,
+ value=dict(op.value),
key=key,
namespace=namespace,
created_at=datetime.now(timezone.utc),
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/pyproject.toml
new/langgraph_checkpoint-4.3.0/pyproject.toml
--- old/langgraph_checkpoint-4.2.0/pyproject.toml 2020-02-02
01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/pyproject.toml 2020-02-02
01:00:00.000000000 +0100
@@ -4,7 +4,7 @@
[project]
name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.3.0"
description = "Library with base interfaces for LangGraph checkpoint savers."
authors = []
requires-python = ">=3.10"
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore'
old/langgraph_checkpoint-4.2.0/tests/test_conformance_delta.py
new/langgraph_checkpoint-4.3.0/tests/test_conformance_delta.py
--- old/langgraph_checkpoint-4.2.0/tests/test_conformance_delta.py
2020-02-02 01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/tests/test_conformance_delta.py
1970-01-01 01:00:00.000000000 +0100
@@ -1,37 +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",
-)
-
-
[email protected]
-async def test_delta_channel_conformance():
- # Imported inside the test: the module-level importorskip above is what
- # makes these safe, so they cannot move to the top of the file.
- from langgraph.checkpoint.conformance import validate # noqa: PLC0415
- from langgraph.checkpoint.conformance.initializer import ( # noqa: PLC0415
- checkpointer_test,
- )
-
- from langgraph.checkpoint.memory import InMemorySaver # noqa: PLC0415
-
- @checkpointer_test(name="InMemorySaver")
- async def mem_saver():
- yield InMemorySaver()
-
- report = await validate(
- mem_saver,
- capabilities={
- "delta_channel_history",
- },
- )
- for cap, result in report.results.items():
- if result.passed is False:
- details = "\n".join(result.failures or [])
- pytest.fail(f"Capability {cap} failed:\n{details}")
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/tests/test_jsonplus.py
new/langgraph_checkpoint-4.3.0/tests/test_jsonplus.py
--- old/langgraph_checkpoint-4.2.0/tests/test_jsonplus.py 2020-02-02
01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/tests/test_jsonplus.py 2020-02-02
01:00:00.000000000 +0100
@@ -7,6 +7,7 @@
import re
import sys
import tempfile
+import types
import uuid
from collections import deque
from datetime import date, datetime, time, timezone
@@ -33,12 +34,16 @@
register_serde_event_listener,
)
from langgraph.checkpoint.serde.jsonplus import (
+ EXT_CONSTRUCTOR_KW_ARGS,
+ EXT_CONSTRUCTOR_POS_ARGS,
+ EXT_CONSTRUCTOR_SINGLE_ARG,
EXT_METHOD_SINGLE_ARG,
InvalidModuleError,
JsonPlusSerializer,
_msgpack_enc,
_msgpack_ext_hook_to_json,
_warned_blocked_types,
+ _warned_unreconstructable_types,
_warned_unregistered_types,
)
from langgraph.store.base import Item
@@ -821,6 +826,7 @@
# a fresh slate and assertions about warning emission are stable.
_warned_unregistered_types.clear()
_warned_blocked_types.clear()
+ _warned_unreconstructable_types.clear()
def test_msgpack_pydantic_warns_by_default(caplog: pytest.LogCaptureFixture)
-> None:
@@ -1230,3 +1236,58 @@
# No blocking should occur - inner is serialized as dict, not ext
assert "blocked" not in caplog.text.lower()
assert result == obj
+
+
+def test_msgpack_dataclass_from_removed_module_restores_payload(
+ monkeypatch: pytest.MonkeyPatch, caplog: pytest.LogCaptureFixture
+) -> None:
+ @dataclasses.dataclass
+ class SavedObject:
+ value: int
+
+ SavedObject.__module__ = "removed_module"
+ module = types.ModuleType("removed_module")
+ module.SavedObject = SavedObject
+ monkeypatch.setitem(sys.modules, "removed_module", module)
+ serde = JsonPlusSerializer(
+ allowed_msgpack_modules=[("removed_module", "SavedObject")]
+ )
+ dumped = serde.dumps_typed({"state": SavedObject(123)})
+ assert serde.loads_typed(dumped) == {"state": SavedObject(123)}
+
+ monkeypatch.delitem(sys.modules, "removed_module")
+ caplog.set_level(logging.WARNING,
logger="langgraph.checkpoint.serde.jsonplus")
+
+ assert serde.loads_typed(dumped) == {"state": {"value": 123}}
+ assert (
+ "could not reconstruct removed_module.savedobject from checkpoint "
+ "(modulenotfounderror)" in caplog.text.lower()
+ )
+
+
[email protected](
+ ("code", "tup", "expected"),
+ [
+ (EXT_CONSTRUCTOR_SINGLE_ARG, ("missing_module", "Thing", "x"), "x"),
+ (EXT_CONSTRUCTOR_POS_ARGS, ("missing_module", "Thing", [1, 2]), [1,
2]),
+ (
+ EXT_CONSTRUCTOR_KW_ARGS,
+ ("missing_module", "Thing", {"value": 123}),
+ {"value": 123},
+ ),
+ (
+ EXT_METHOD_SINGLE_ARG,
+ ("datetime", "datetime", "not-a-date", "fromisoformat"),
+ "not-a-date",
+ ),
+ ],
+)
+def test_msgpack_failed_reconstruction_returns_payload(
+ code: int, tup: tuple, expected: object
+) -> None:
+ serde = JsonPlusSerializer(allowed_msgpack_modules=True)
+ payload = ormsgpack.packb(
+ ormsgpack.Ext(code, _msgpack_enc(tup)),
option=ormsgpack.OPT_NON_STR_KEYS
+ )
+
+ assert serde.loads_typed(("msgpack", payload)) == expected
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/tests/test_memory.py
new/langgraph_checkpoint-4.3.0/tests/test_memory.py
--- old/langgraph_checkpoint-4.2.0/tests/test_memory.py 2020-02-02
01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/tests/test_memory.py 2020-02-02
01:00:00.000000000 +0100
@@ -420,6 +420,19 @@
assert "seed" not in result
assert result["writes"] == []
+ def test_get_channel_writes_without_checkpoint_id_reads_the_latest(self)
-> None:
+ saver = InMemorySaver()
+ thread: RunnableConfig = {
+ "configurable": {"thread_id": "t1", "checkpoint_ns": ""}
+ }
+ parent = saver.put(thread, empty_checkpoint(), {}, {})
+ saver.put_writes(parent, [("messages", "hi")], "task1")
+ saver.put(parent, empty_checkpoint(), {}, {})
+
+ result = saver.get_delta_channel_history(config=thread,
channels=["messages"])
+
+ assert result == {"messages": {"writes": [("task1", "messages",
"hi")]}}
+
class TestBaseFallbackGetChannelWrites:
"""Exercises the `BaseCheckpointSaver.get_delta_channel_history` default
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/tests/test_store.py
new/langgraph_checkpoint-4.3.0/tests/test_store.py
--- old/langgraph_checkpoint-4.2.0/tests/test_store.py 2020-02-02
01:00:00.000000000 +0100
+++ new/langgraph_checkpoint-4.3.0/tests/test_store.py 2020-02-02
01:00:00.000000000 +0100
@@ -1,7 +1,9 @@
import asyncio
import json
-from collections.abc import Iterable
+from collections import UserDict
+from collections.abc import Iterable, Mapping
from datetime import datetime
+from types import MappingProxyType
from typing import Any
import pytest
@@ -11,10 +13,14 @@
GetOp,
InvalidNamespaceError,
Item,
+ ListNamespacesOp,
+ MatchCondition,
Op,
PutOp,
Result,
+ SearchOp,
get_text_at_path,
+ validate_op_namespace,
)
from langgraph.store.base.batch import AsyncBatchedBaseStore
from langgraph.store.memory import InMemoryStore
@@ -137,6 +143,18 @@
assert get_text_at_path(nested_data, "nested[{invalid}]") == []
[email protected](
+ "mapping",
+ [
+ UserDict({"text": "searchable"}),
+ MappingProxyType({"text": "searchable"}),
+ ],
+)
+def test_get_text_at_path_with_non_dict_mapping(mapping: Mapping[str, str]) ->
None:
+ assert get_text_at_path(mapping, "$") == ['{"text": "searchable"}']
+ assert get_text_at_path(mapping, "text") == ["searchable"]
+
+
async def test_async_batch_store(mocker: MockerFixture) -> None:
abatch = mocker.stub()
@@ -514,6 +532,127 @@
assert (await async_store.aget(("valid", "namespace"), "key")) is None
+INVALID_NAMESPACES = [("foo.bar",), ("foo", ""), (123,)]
+NAMESPACE_METHODS = ["get", "delete", "search", "prefix", "suffix"]
+
+
[email protected]("namespace", INVALID_NAMESPACES)
[email protected]("method", NAMESPACE_METHODS)
+def test_rejects_invalid_namespace_labels(
+ mocker: MockerFixture, namespace: tuple, method: str
+) -> None:
+ store = InMemoryStore()
+ batch = mocker.spy(InMemoryStore, "batch")
+ call = {
+ "get": lambda: store.get(namespace, "key"),
+ "delete": lambda: store.delete(namespace, "key"),
+ "search": lambda: store.search(namespace),
+ "prefix": lambda: store.list_namespaces(prefix=namespace),
+ "suffix": lambda: store.list_namespaces(suffix=namespace),
+ }[method]
+
+ with pytest.raises(InvalidNamespaceError):
+ call()
+
+ batch.assert_not_called()
+
+
[email protected]("batched", [False, True])
[email protected]("namespace", INVALID_NAMESPACES)
[email protected]("method", NAMESPACE_METHODS)
+async def test_async_rejects_invalid_namespace_labels(
+ mocker: MockerFixture, batched: bool, namespace: tuple, method: str
+) -> None:
+ # The batched store must reject before queueing: a failure inside the
+ # shared `abatch` would fail every op queued alongside this one.
+ store = MockAsyncBatchedStore() if batched else InMemoryStore()
+ # `MockAsyncBatchedStore` dispatches through `InMemoryStore.batch`.
+ batch = mocker.spy(InMemoryStore, "batch")
+ abatch = mocker.spy(InMemoryStore, "abatch")
+ call = {
+ "get": lambda: store.aget(namespace, "key"),
+ "delete": lambda: store.adelete(namespace, "key"),
+ "search": lambda: store.asearch(namespace),
+ "prefix": lambda: store.alist_namespaces(prefix=namespace),
+ "suffix": lambda: store.alist_namespaces(suffix=namespace),
+ }[method]
+
+ with pytest.raises(InvalidNamespaceError):
+ await call()
+
+ batch.assert_not_called()
+ abatch.assert_not_called()
+
+
+def test_search_and_listing_keep_empty_prefixes_and_wildcards() -> None:
+ store = InMemoryStore()
+ store.put(("tenant", "a_%"), "key", {"v": 1})
+ store.put(("tenant", "b", "child"), "key", {"v": 1})
+
+ assert len(store.search(())) == 2
+ assert [item.namespace for item in store.search(("tenant", "a_%"))] == [
+ ("tenant", "a_%")
+ ]
+ assert sorted(store.list_namespaces(prefix=("tenant", "*"),
suffix=("*",))) == [
+ ("tenant", "a_%"),
+ ("tenant", "b", "child"),
+ ]
+
+
[email protected]("batched", [False, True])
+async def test_async_search_and_listing_keep_empty_prefixes_and_wildcards(
+ batched: bool,
+) -> None:
+ store = MockAsyncBatchedStore() if batched else InMemoryStore()
+ await store.aput(("tenant", "a_%"), "key", {"v": 1})
+ await store.aput(("tenant", "b", "child"), "key", {"v": 1})
+
+ assert len(await store.asearch(())) == 2
+ assert [item.namespace for item in await store.asearch(("tenant", "a_%"))]
== [
+ ("tenant", "a_%")
+ ]
+ assert sorted(
+ await store.alist_namespaces(prefix=("tenant", "*"), suffix=("*",))
+ ) == [("tenant", "a_%"), ("tenant", "b", "child")]
+
+
[email protected]("namespace", INVALID_NAMESPACES)
[email protected](
+ "kind", ["get", "put", "delete", "search", "list_prefix", "list_suffix"]
+)
+def test_validate_op_namespace_rejects_invalid_labels(
+ namespace: tuple, kind: str
+) -> None:
+ op = {
+ "get": GetOp(namespace, "key"),
+ "put": PutOp(namespace, "key", {"v": 1}),
+ "delete": PutOp(namespace, "key", None),
+ "search": SearchOp(namespace),
+ "list_prefix": ListNamespacesOp((MatchCondition("prefix",
namespace),)),
+ "list_suffix": ListNamespacesOp((MatchCondition("suffix",
namespace),)),
+ }[kind]
+
+ with pytest.raises(InvalidNamespaceError):
+ validate_op_namespace(op)
+
+
+def test_validate_op_namespace_allows_empty_prefix_and_wildcards() -> None:
+ for op in (
+ SearchOp(()),
+ ListNamespacesOp(),
+ ListNamespacesOp(
+ (
+ MatchCondition("prefix", ("tenant", "*")),
+ MatchCondition("suffix", ("*",)),
+ )
+ ),
+ GetOp(("tenant", "a_%"), "key"),
+ # Write-only rules belong to `put`, not to op validation.
+ PutOp(("langgraph", "x"), "key", {"v": 1}),
+ ):
+ validate_op_namespace(op)
+
+
async def test_async_batch_store_deduplication(mocker: MockerFixture) -> None:
abatch = mocker.spy(InMemoryStore, "batch")
store = MockAsyncBatchedStore()
diff -urN '--exclude=CVS' '--exclude=.cvsignore' '--exclude=.svn'
'--exclude=.svnignore' old/langgraph_checkpoint-4.2.0/uv.lock
new/langgraph_checkpoint-4.3.0/uv.lock
--- old/langgraph_checkpoint-4.2.0/uv.lock 2020-02-02 01:00:00.000000000
+0100
+++ new/langgraph_checkpoint-4.3.0/uv.lock 2020-02-02 01:00:00.000000000
+0100
@@ -19,16 +19,16 @@
[[package]]
name = "anyio"
-version = "4.12.1"
+version = "4.14.2"
source = { registry = "https://pypi.org/simple"; }
dependencies = [
{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
{ name = "idna" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
-sdist = { url =
"https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz";,
hash =
"sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size
= 228685, upload-time = "2026-01-06T11:45:21.246Z" }
+sdist = { url =
"https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz";,
hash =
"sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size
= 260176, upload-time = "2026-07-12T20:29:07.082Z" }
wheels = [
- { url =
"https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl";,
hash =
"sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size
= 113592, upload-time = "2026-01-06T11:45:19.497Z" },
+ { url =
"https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl";,
hash =
"sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size
= 125813, upload-time = "2026-07-12T20:29:05.763Z" },
]
[[package]]
@@ -183,7 +183,7 @@
version = "1.3.1"
source = { registry = "https://pypi.org/simple"; }
dependencies = [
- { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+ { name = "typing-extensions" },
]
sdist = { url =
"https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz";,
hash =
"sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size
= 30371, upload-time = "2025-11-21T23:01:54.787Z" }
wheels = [
@@ -268,9 +268,10 @@
[[package]]
name = "langchain-core"
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