Merge branch 'main' into fix/sqlite-delta-parent-walk

Stage 1 of the sqlite delta history filtered `checkpoint_id <= target` and
streamed `ORDER BY checkpoint_id DESC`. Both predicates encode the same extra
assumption: that every child's checkpoint id sorts above its parent's.

Ancestry is defined by `parent_checkpoint_id`, and nothing in the contract
requires ids to be monotonic. A parent whose id sorted above its child's was
dropped from the stream, so its stored value and its writes were lost with no
error raised. Removing the range filter alone would not help: in DESC order
that parent arrives before the target, so the walk passes it before it has
started. A single-pass ordered stream cannot express this walk.

Replace it with a recursive CTE anchored at the target that follows
`parent_checkpoint_id`. Rows arrive in walk order, so `step_walk_with_row`
keeps its existing shape, and the query now reads only true ancestors instead
of every row at or below the target, which is strictly less IO than before.

Following pointers can loop where a bounded id scan could not, and a loop is
reachable through `put` alone rather than only by corruption: it writes with
`INSERT OR REPLACE`, so re-putting an existing checkpoint id under a
descendant's config repoints that checkpoint at its own descendant. The walk
therefore stops on a repeated checkpoint id. sqlite yields recursive rows
lazily, so abandoning the cursor ends the recursion instead of waiting on it.

Postgres needs no equivalent change. It pages the whole thread and follows
parent pointers already, so it returns the correct history for this scenario.

Fixes #8550

Co-authored-by: lylelllll <59271327+lylelllll@users.noreply.github.com>

.gitignore

@@ -77,10 +77,6 @@ __pypackages__/
 # Environments
 .env
 .envrc
-*.crt
-*.key
-*.pem
-credentials.json
 .venv
 .venvs
 env/
@@ -102,7 +98,6 @@ dmypy.json
 
 .vercel
 .turbo
-node_modules/
 .editorconfig
 .scratch
 .worktrees/

AGENTS.md

@@ -2,14 +2,6 @@
 
 This repository is a monorepo. Each library lives in a subdirectory under `libs/`.
 
-<corridor>
-
-## Corridor security analysis
-
-When Corridor's `analyzePlan` tool is available, create a plan and use the tool to analyze it before generating or modifying code. Apply the resulting security guidance before writing code.
-
-</corridor>
-
 When you modify code in any library, run the following commands in that library's directory before creating a pull request:
 
 - `make format` – run code formatters

CLAUDE.md

@@ -2,14 +2,6 @@
 
 This repository is a monorepo. Each library lives in a subdirectory under `libs/`.
 
-<corridor>
-
-## Corridor security analysis
-
-Before generating or modifying code, create a plan and use Corridor's `analyzePlan` tool to analyze it. Apply the resulting security guidance before writing code.
-
-</corridor>
-
 When you modify code in any library, run the following commands in that library's directory before creating a pull request:
 
 - `make format` – run code formatters

libs/checkpoint-conformance/langgraph/checkpoint/conformance/spec/test_delta_channel_history.py

@@ -6,12 +6,9 @@ import traceback
 from collections.abc import Callable
 from uuid import uuid4
 
-from langgraph.checkpoint.base import BaseCheckpointSaver, Checkpoint
-from langgraph.checkpoint.base.id import uuid6
-from langgraph.checkpoint.serde.types import _DeltaSnapshot
+from langgraph.checkpoint.base import BaseCheckpointSaver
 
 from langgraph.checkpoint.conformance.spec._delta_fixtures import build_delta_chain
-from langgraph.checkpoint.conformance.test_utils import generate_metadata
 
 
 async def test_history_returns_writes_oldest_first(
@@ -51,6 +48,8 @@ async def test_history_seed_is_nearest_snapshot(
     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"]
@@ -82,6 +81,11 @@ async def test_history_multi_channel(
     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": ""}}
@@ -157,6 +161,11 @@ async def test_history_migration_plain_value_as_seed(
     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
@@ -199,74 +208,6 @@ async def test_history_migration_plain_value_as_seed(
     assert values == [2], f"Expected [2], got {values}"
 
 
-async def test_history_seed_ancestor_own_writes_are_replayed(
-    saver: BaseCheckpointSaver,
-) -> None:
-    """Writes stored AT the seed ancestor must be included in `writes`.
-
-    A stored value is the state ENTERING its checkpoint; the writes stored
-    under that same checkpoint are what produced its child and are therefore
-    NOT subsumed by it. Only writes at ancestors OLDER than the seed are
-    subsumed, and the walk terminates before reaching them.
-
-    This holds for plain-value seeds (migration from a pre-delta channel type)
-    exactly as it does for `_DeltaSnapshot` seeds. Skipping the seed
-    ancestor's own writes silently drops the first post-migration write.
-    """
-    tid = str(uuid4())
-    configs: list = []
-    parent_cfg = None
-
-    # Each step's write is labelled by the role it plays, so the assertion
-    # below reads directly rather than by step index.
-    writes_by_step = {
-        0: "older-than-seed",  # subsumed by the value stored at step 1
-        1: "at-seed",  # the seed's own write, produced step 2
-        2: "after-seed",  # delta-era write on the path to the head
-        3: "pending-at-head",  # pending for the next step, never replayed
-    }
-    # Steps 0 and 1 store a plain value; 1 is the nearest, so it is the seed.
-    values_by_step = {0: [10], 1: [10, 20]}
-
-    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 = {}
-        if step in values_by_step:
-            cv["ch"] = values_by_step[step]
-            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)
-        await saver.aput_writes(
-            parent_cfg, [("ch", writes_by_step[step])], str(uuid4())
-        )
-
-    head = configs[-1]
-    result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
-
-    assert "seed" in result["ch"], "Expected seed from plain value at step 1"
-    assert result["ch"]["seed"] == [10, 20], (
-        f"Expected nearest plain value [10, 20], got {result['ch']['seed']}"
-    )
-    values = [w[2] for w in result["ch"]["writes"]]
-    assert values == ["at-seed", "after-seed"], (
-        f'Expected ["at-seed", "after-seed"], got {values}'
-    )
-
-
 ALL_DELTA_CHANNEL_HISTORY_TESTS = [
     test_history_returns_writes_oldest_first,
     test_history_seed_is_nearest_snapshot,
@@ -275,7 +216,6 @@ ALL_DELTA_CHANNEL_HISTORY_TESTS = [
     test_history_empty_channels_returns_empty,
     test_history_walk_to_root_no_seed,
     test_history_migration_plain_value_as_seed,
-    test_history_seed_ancestor_own_writes_are_replayed,
 ]
 
 

libs/checkpoint-conformance/uv.lock

@@ -279,7 +279,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },

libs/checkpoint-postgres/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.2"
+version = "3.1.1"
 description = "Library with a Postgres implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint-postgres/uv.lock

@@ -276,7 +276,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -351,7 +351,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.2"
+version = "3.1.1"
 source = { editable = "." }
 dependencies = [
     { name = "langgraph-checkpoint" },

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py

@@ -538,7 +538,10 @@ class SqliteSaver(BaseCheckpointSaver[str]):
         seeded: set[str] = set()
 
         with self.cursor(transaction=False) as cur:
-            cur.execute(DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id))
+            cur.execute(
+                DELTA_STAGE1_SQL,
+                (thread_id, checkpoint_ns, checkpoint_id, thread_id, checkpoint_ns),
+            )
             for row in cur:
                 cid, parent_cid, type_tag, blob = row
                 if step_walk_with_row(

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/_delta.py

@@ -26,16 +26,38 @@ 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).
+# Stage 1 streams target followed by its ancestors, oldest step last, by
+# following `parent_checkpoint_id` in a recursive CTE. Target is the anchor
+# row, so the caller reads its `parent_checkpoint_id` without a separate
+# lookup and skips its own writes/seed (matches the `BaseCheckpointSaver`
+# contract).
+#
+# Ancestry is defined by `parent_checkpoint_id` alone. An earlier form
+# filtered `checkpoint_id <= target` and ordered by `checkpoint_id DESC`,
+# which additionally required every child's id to sort above its parent's.
+# Nothing in the contract promises that, and a parent sorting above its
+# child was dropped from the stream entirely, silently costing that
+# parent's seed and writes. See #8550.
+#
+# A parent chain can cycle: `put` writes with `INSERT OR REPLACE`, so
+# re-putting an existing checkpoint id under a descendant's config rewrites
+# its parent. The old id-range scan read a finite row set and could not
+# loop; this one can, so `step_walk_with_row` stops on a repeated
+# checkpoint_id. sqlite yields recursive rows lazily, so abandoning the
+# cursor ends the recursion rather than waiting on it.
 DELTA_STAGE1_SQL = (
+    "WITH RECURSIVE ancestors(checkpoint_id, parent_checkpoint_id, type, "
+    "checkpoint) AS ("
     "SELECT checkpoint_id, parent_checkpoint_id, type, checkpoint "
     "FROM checkpoints "
-    "WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id <= ? "
-    "ORDER BY checkpoint_id DESC"
+    "WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? "
+    "UNION ALL "
+    "SELECT c.checkpoint_id, c.parent_checkpoint_id, c.type, c.checkpoint "
+    "FROM checkpoints c JOIN ancestors a "
+    "ON c.checkpoint_id = a.parent_checkpoint_id "
+    "WHERE c.thread_id = ? AND c.checkpoint_ns = ?"
+    ") "
+    "SELECT checkpoint_id, parent_checkpoint_id, type, checkpoint FROM ancestors"
 )
 
 
@@ -95,14 +117,20 @@ def step_walk_with_row(
     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.
+    Returns True when the caller can stop iterating and close the cursor,
+    either because every requested channel is seeded or because the parent
+    chain revisited a checkpoint it had already walked. `put` writes with
+    `INSERT OR REPLACE`, so re-putting an existing checkpoint id under a
+    descendant's config points it at its own descendant and makes the chain
+    a loop; without this check the recursive stage-1 query would feed rows
+    forever.
     """
     if "started" not in walk_state:
         if cid == target_id:
             walk_state["started"] = True
             walk_state["cur_cid"] = parent_cid
             walk_state["active"] = {ch for ch in channels if ch not in seeded}
+            walk_state["walked"] = {cid}
         # Not target yet (or target not present): keep streaming.
         return False
     active: set[str] = walk_state["active"]
@@ -111,6 +139,10 @@ def step_walk_with_row(
     if cid != walk_state["cur_cid"]:
         # Off-path row from a sibling branch — skip without deserializing.
         return False
+    walked: set[str] = walk_state["walked"]
+    if cid in walked:
+        return True
+    walked.add(cid)
     for ch in active:
         chain_by_ch[ch].append(cid)
     ckpt = serde.loads_typed((type_tag, blob))

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/aio.py

@@ -650,7 +650,8 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
 
         async with self.lock, self.conn.cursor() as cur:
             await cur.execute(
-                DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id)
+                DELTA_STAGE1_SQL,
+                (thread_id, checkpoint_ns, checkpoint_id, thread_id, checkpoint_ns),
             )
             async for row in cur:
                 cid, parent_cid, type_tag, blob = row

libs/checkpoint-sqlite/tests/test_delta_parent_walk.py

@@ -0,0 +1,129 @@
+"""The stage-1 ancestor walk follows `parent_checkpoint_id`, not id order.
+
+Ancestry is defined by the `parent_checkpoint_id` column. An earlier stage-1
+query filtered `checkpoint_id <= target` and streamed `ORDER BY checkpoint_id
+DESC`, so it also required every child's id to sort above its parent's. Real
+ids are `uuid6` and happen to satisfy that, but the contract never promised it,
+and a parent sorting above its child was dropped from the stream: its seed and
+its writes vanished with no error. See #8550.
+
+Following parent pointers in a recursive CTE removes both assumptions, at the
+cost of needing a cycle guard, which the bounded id scan got for free.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+import pytest
+from langgraph.checkpoint.base import (
+    BaseCheckpointSaver,
+    Checkpoint,
+    DeltaChannelHistory,
+    empty_checkpoint,
+)
+
+from langgraph.checkpoint.sqlite import SqliteSaver
+from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver
+
+CHANNEL = "ch"
+CONFIG: dict[str, Any] = {"configurable": {"thread_id": "t", "checkpoint_ns": ""}}
+EXPECTED: DeltaChannelHistory = {
+    "writes": [("task", CHANNEL, "write-root")],
+    "seed": "seed",
+}
+
+
+def _checkpoint(checkpoint_id: str, values: dict[str, Any]) -> Checkpoint:
+    value = empty_checkpoint()
+    value["id"] = checkpoint_id
+    value["channel_values"] = values
+    return value
+
+
+# `z` sorts above `a`, so the parent's id sorts above its child's. Real uuid6
+# ids never do this; nothing in the contract stops a caller supplying ids that
+# do, and clock skew between two processes writing one thread produces it.
+PARENT_ID_ORDERS = [
+    pytest.param("z-older", "a-newer", id="parent_id_sorts_above_child"),
+    pytest.param("a-older", "z-newer", id="parent_id_sorts_below_child"),
+]
+
+
+@pytest.mark.parametrize(("root_id", "child_id"), PARENT_ID_ORDERS)
+def test_sync_walk_reaches_parent_whatever_the_id_order(
+    root_id: str, child_id: str
+) -> None:
+    with SqliteSaver.from_conn_string(":memory:") as saver:
+        root = saver.put(CONFIG, _checkpoint(root_id, {CHANNEL: "seed"}), {}, {})
+        saver.put_writes(root, [(CHANNEL, "write-root")], "task")
+        child = saver.put(root, _checkpoint(child_id, {}), {}, {})
+
+        got = saver.get_delta_channel_history(config=child, channels=[CHANNEL])
+        assert got[CHANNEL] == EXPECTED
+        # The unoptimised implementation is the contract; the fast path must
+        # agree with it on the same rows.
+        assert (
+            got[CHANNEL]
+            == BaseCheckpointSaver.get_delta_channel_history(
+                saver, config=child, channels=[CHANNEL]
+            )[CHANNEL]
+        )
+
+
+@pytest.mark.parametrize(("root_id", "child_id"), PARENT_ID_ORDERS)
+async def test_async_walk_reaches_parent_whatever_the_id_order(
+    root_id: str, child_id: str
+) -> None:
+    async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
+        root = await saver.aput(CONFIG, _checkpoint(root_id, {CHANNEL: "seed"}), {}, {})
+        await saver.aput_writes(root, [(CHANNEL, "write-root")], "task")
+        child = await saver.aput(root, _checkpoint(child_id, {}), {}, {})
+
+        got = await saver.aget_delta_channel_history(config=child, channels=[CHANNEL])
+        assert got[CHANNEL] == EXPECTED
+
+
+def test_long_chain_walks_the_whole_thread() -> None:
+    """A migrated thread can hold its only stored value at the root.
+
+    The walk then legitimately runs the length of the thread, so nothing in
+    the cycle check may cut it short. Ids descend as the chain grows here, so
+    id order fights the walk at every step.
+    """
+    steps = 40
+    with SqliteSaver.from_conn_string(":memory:") as saver:
+        parent = saver.put(
+            CONFIG, _checkpoint(f"id-{steps:03d}", {CHANNEL: "seed"}), {}, {}
+        )
+        saver.put_writes(parent, [(CHANNEL, "write-root")], "task")
+        for step in range(steps - 1, 0, -1):
+            parent = saver.put(parent, _checkpoint(f"id-{step:03d}", {}), {}, {})
+
+        got = saver.get_delta_channel_history(config=parent, channels=[CHANNEL])
+        assert got[CHANNEL] == EXPECTED
+
+
+def test_cyclic_parent_chain_terminates() -> None:
+    """A parent chain that loops must not feed the walk forever.
+
+    Reachable through `put` alone, no corruption needed: it writes with
+    `INSERT OR REPLACE`, so re-putting an existing checkpoint id under a
+    descendant's config repoints that checkpoint at its own descendant. The
+    old id-range scan read a finite row set and could not loop; a recursive
+    parent-pointer query can, so the walk stops on a repeated id.
+
+    Note this one fails by hanging, not by asserting, since a regression
+    means the row stream never ends. The package has no timeout plugin, so
+    the CI job timeout is the backstop.
+    """
+    with SqliteSaver.from_conn_string(":memory:") as saver:
+        a = saver.put(CONFIG, _checkpoint("cid-a", {}), {}, {})
+        b = saver.put(a, _checkpoint("cid-b", {}), {}, {})
+        # Re-put "cid-a" with "cid-b" as its parent: a -> b -> a.
+        saver.put(b, _checkpoint("cid-a", {}), {}, {})
+
+        got = saver.get_delta_channel_history(config=b, channels=[CHANNEL])
+        # Nothing on the cycle stores a value, so no seed. The point of the
+        # test is that the call returns at all.
+        assert "seed" not in got[CHANNEL]

libs/checkpoint-sqlite/uv.lock

@@ -285,7 +285,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },

libs/checkpoint/langgraph/checkpoint/memory/__init__.py

@@ -148,16 +148,17 @@ class InMemorySaver(
         whose stored blob is non-empty. Other channels keep walking until
         they find their own terminator or hit the root.
 
-        A blob is the value AT its ancestor, prior to the writes stored
-        under that same ancestor (those writes produce its child, which
-        is on the path to the target). This holds for `_DeltaSnapshot`
-        blobs and for pre-delta plain values alike, so the seed
-        ancestor's own writes are always collected. Writes at ancestors
-        older than the seed are subsumed by the seed value and are never
-        reached — the walk terminates there.
+        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", "")
@@ -204,6 +205,11 @@ class InMemorySaver(
             ):
                 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))
                 )

libs/checkpoint/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint/tests/test_memory.py

@@ -577,19 +577,9 @@ class TestPreDeltaBlobTerminator:
     """
 
     def _build_mixed_thread(self) -> tuple[InMemorySaver, str, str, str, str]:
-        """Four-checkpoint chain spanning the migration boundary:
-
-        * `cp0` — pre-delta ancestor OLDER than the seed. Its write
-          (`OLDER-WRITE`) is already folded into `cp1`'s stored value, so the
-          walk must terminate at `cp1` and never reach it.
-        * `cp1` — pre-delta, blob `["A"]`. That value is the state ENTERING
-          `cp1`; the write stored under `cp1` (`PRE-DELTA-WRITE`) is what
-          produced `cp2` and is NOT subsumed by the blob.
-        * `cp2` — delta-era, no stored value, write `B`.
-        * `cp3` — target, delta-era, write `PENDING-AT-TARGET`.
-
-        Reconstructing at `cp3` must yield seed `["A"]` plus writes
-        `["PRE-DELTA-WRITE", "B"]`.
+        """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)`.
         """
@@ -597,21 +587,16 @@ class TestPreDeltaBlobTerminator:
         serde = JsonPlusSerializer()
         thread_id, ns, channel = "t1", "", "messages"
 
-        v0 = "00000000000000000000000000000000.0"
         v1 = "00000000000000000000000000000001.0"
         v2 = "00000000000000000000000000000002.0"
         v3 = "00000000000000000000000000000003.0"
 
-        # Pre-delta: cp0 and cp1 stored real blobs for the channel.
-        saver.blobs[(thread_id, ns, channel, v0)] = serde.dumps_typed([])
+        # 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"")
 
-        cp0 = empty_checkpoint()
-        cp0["id"] = "cp0"
-        cp0["channel_versions"][channel] = v0
         cp1 = empty_checkpoint()
         cp1["id"] = "cp1"
         cp1["channel_versions"][channel] = v1
@@ -623,24 +608,16 @@ class TestPreDeltaBlobTerminator:
         cp3["channel_versions"][channel] = v3
 
         saver.storage[thread_id][ns] = {
-            "cp0": (serde.dumps_typed(cp0), serde.dumps_typed({}), None),
-            "cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), "cp0"),
+            "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 cp0 is older than the seed — cp1's blob already folded
-        # it in, and the terminator must stop before reaching it.
-        saver.writes[(thread_id, ns, "cp0")][("task0", 0)] = (
+        # 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("OLDER-WRITE"),
-            "",
-        )
-        # Write under cp1 postdates cp1's blob (it is what produced cp2, which
-        # stores no value of its own) and MUST be replayed.
-        saver.writes[(thread_id, ns, "cp1")][("task1", 0)] = (
-            "task1",
-            channel,
             serde.dumps_typed("PRE-DELTA-WRITE"),
             "",
         )
@@ -674,19 +651,15 @@ class TestPreDeltaBlobTerminator:
 
         # Seed came from the pre-delta blob at cp1.
         assert result["seed"] == ["A"]
-        # The seed ancestor's own write and the delta-era write from cp2 both
-        # replay through the reducer on top of the seed, oldest first. cp3 is
-        # the target — its own write is pending for the NEXT step and must be
-        # excluded.
+        # 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 == ["PRE-DELTA-WRITE", "B"]
+        assert values == ["B"]
 
-    def test_seed_bounds_walk_without_dropping_its_own_writes(self) -> None:
-        """The seed terminator bounds the walk: writes at ancestors OLDER than
-        the seed are already folded into the seed value and must not be
-        replayed. The seed ancestor's own write is not one of them — it
-        postdates the stored value and produced the next checkpoint.
-        """
+    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": {
@@ -701,9 +674,7 @@ class TestPreDeltaBlobTerminator:
         ]
 
         values = [v for _, _, v in result["writes"]]
-        # Older than the seed — subsumed by cp1's blob, so the walk stops first.
-        assert "OLDER-WRITE" not in values
-        # Stored AT the seed ancestor — not subsumed, so it must be replayed.
-        assert "PRE-DELTA-WRITE" in values
+        # 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

libs/checkpoint/uv.lock

@@ -300,7 +300,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },

libs/cli/langgraph_cli/cli.py

@@ -408,12 +408,6 @@ For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KE
     "--build-command",
     help="Custom build command to run from the langgraph.json directory. If not provided, uses default build process.",
 )
-@click.option(
-    "--single-user-layer",
-    is_flag=True,
-    envvar="LANGGRAPH_CLI_SINGLE_USER_LAYER",
-    help="Combine generated Python build steps into one image layer when supported.",
-)
 @click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED)
 @cli.command(
     help="📦 Build LangGraph API server Docker image.",
@@ -432,7 +426,6 @@ def build(
     tag: str,
     install_command: str | None,
     build_command: str | None,
-    single_user_layer: bool,
 ):
     if install_command and langgraph_cli.config.has_disallowed_build_command_content(
         install_command
@@ -468,7 +461,6 @@ def build(
             docker_build_args,
             install_command,
             build_command,
-            single_user_layer=single_user_layer,
         )
 
 

libs/cli/langgraph_cli/config.py

@@ -1267,7 +1267,6 @@ def python_config_to_docker(
     api_version: str | None = None,
     *,
     escape_variables: bool = False,
-    single_user_layer: bool = False,
 ) -> tuple[str, dict[str, str]]:
     """Generate a Dockerfile from the configuration."""
     source_kind = _get_source_kind(config)
@@ -1429,91 +1428,6 @@ ADD {relpath} /deps/{name}
             ]
         )
     image_str = docker_tag(config, base_image, api_version)
-    dep_vname = "$$dep" if escape_variables else "$dep"
-    local_deps_install_str = f"""RUN for dep in /deps/*; do \
-            echo "Installing {dep_vname}"; \
-            if [ -d "{dep_vname}" ]; then \
-                echo "Installing {dep_vname}"; \
-                (cd "{dep_vname}" && {global_reqs_pip_install} -e .); \
-            fi; \
-        done"""
-
-    if (
-        single_user_layer
-        and not config["dockerfile_lines"]
-        and not local_deps.additional_contexts
-        and not config.get("ui")
-        and not config.get("node_version")
-        and not escape_variables
-    ):
-        commands = ["set -eu"]
-        context = pathlib.PurePosixPath("/__build_context")
-        if pip_config_file := config.get("pip_config_file"):
-            commands.append(
-                f"cp {shlex.quote(str(context / pip_config_file))} /pipconfig.txt"
-            )
-        if pypi_deps:
-            commands.append(f"{local_reqs_pip_install} {' '.join(pypi_deps)}")
-        for reqpath, destpath in local_deps.pip_reqs:
-            source = context / reqpath.relative_to(config_path.parent)
-            commands.extend(
-                [
-                    f"mkdir -p {shlex.quote(str(pathlib.PurePosixPath(destpath).parent))}",
-                    f"cp {shlex.quote(str(source))} {shlex.quote(destpath)}",
-                ]
-            )
-        if local_deps.pip_reqs:
-            commands.append(
-                f"{local_reqs_pip_install} "
-                + " ".join(f"-r {path}" for _, path in local_deps.pip_reqs)
-            )
-        for _, (relpath, name) in local_deps.real_pkgs.items():
-            destination = f"/deps/{name}"
-            source = f"{context / relpath}/."
-            commands.extend(
-                [
-                    f"mkdir -p {shlex.quote(destination)}",
-                    f"cp -a {shlex.quote(source)} {shlex.quote(destination)}/",
-                ]
-            )
-        for fullpath, (relpath, destpath) in local_deps.faux_pkgs.items():
-            source = f"{context / relpath}/."
-            pyproject = shlex.quote(f"/deps/outer-{fullpath.name}/pyproject.toml")
-            commands.extend(
-                [
-                    f"mkdir -p {shlex.quote(destpath)}",
-                    f"cp -a {shlex.quote(source)} {shlex.quote(destpath)}/",
-                    "for line in '[project]' "
-                    f"'name = \"{fullpath.name}\"' "
-                    "'version = \"0.1\"' "
-                    "'[tool.setuptools.package-data]' "
-                    '\'"*" = ["**/*"]\' '
-                    "'[build-system]' "
-                    "'requires = [\"setuptools>=61\"]' "
-                    "'build-backend = \"setuptools.build_meta\"'; do "
-                    f'echo "$line" >> {pyproject}; done',
-                ]
-            )
-        commands.append(local_deps_install_str.removeprefix("RUN "))
-        commands.extend(
-            line.removeprefix("RUN ")
-            for line in _get_pip_cleanup_lines(
-                install_cmd=install_cmd,
-                to_uninstall=build_tools_to_uninstall,
-                pip_installer=pip_installer,
-            ).splitlines()
-            if line and not line.startswith("#")
-        )
-        docker_file_contents = [
-            "# syntax=docker/dockerfile:1.7",
-            f"FROM {image_str}",
-            "RUN --mount=type=bind,target=/__build_context,readonly <<'USER_LAYER'",
-            *commands,
-            "USER_LAYER",
-            *env_vars,
-            f"WORKDIR {local_deps.working_dir}" if local_deps.working_dir else "",
-        ]
-        return os.linesep.join(docker_file_contents), additional_contexts
 
     # Prepare docker file contents
     docker_file_contents = []
@@ -1528,6 +1442,14 @@ ADD {relpath} /deps/{name}
         )
 
     # Add main dockerfile content
+    dep_vname = "$$dep" if escape_variables else "$dep"
+    local_deps_install_str = f"""RUN for dep in /deps/*; do \
+            echo "Installing {dep_vname}"; \
+            if [ -d "{dep_vname}" ]; then \
+                echo "Installing {dep_vname}"; \
+                (cd "{dep_vname}" && {global_reqs_pip_install} -e .); \
+            fi; \
+        done"""
     docker_file_contents.extend(
         [
             f"FROM {image_str}",
@@ -1703,7 +1625,6 @@ def config_to_docker(
     build_command: str | None = None,
     build_context: str | None = None,
     escape_variables: bool = False,
-    single_user_layer: bool = False,
 ) -> tuple[str, dict[str, str]]:
     base_image = base_image or default_base_image(config)
 
@@ -1724,7 +1645,6 @@ def config_to_docker(
         base_image=base_image,
         api_version=api_version,
         escape_variables=escape_variables,
-        single_user_layer=single_user_layer,
     )
 
 

libs/cli/langgraph_cli/docker.py

@@ -345,7 +345,6 @@ def build_docker_image(
     docker_command: Sequence[str] | None = None,
     extra_flags: Sequence[str] = (),
     verbose: bool = True,
-    single_user_layer: bool = False,
 ):
     """Build a Docker image from a LangGraph config."""
     # pull latest images
@@ -388,7 +387,6 @@ def build_docker_image(
         install_command=install_command,
         build_command=build_command,
         build_context=build_context,
-        single_user_layer=single_user_layer,
     )
     # add additional_contexts
     if additional_contexts:

libs/cli/langgraph_cli/uv_lock.py

@@ -970,22 +970,6 @@ def python_config_to_docker_uv_lock(
             f"{uv_export_project_dir}/uv.lock",
         )
     )
-    for package_root in sorted(
-        plan.all_workspace_roots,
-        key=lambda root: root.as_posix(),
-    ):
-        if package_root == plan.project_root:
-            continue
-        package_relative_path = pathlib.PurePosixPath(
-            package_root.relative_to(plan.project_root).as_posix()
-        )
-        package_pyproject_path = package_relative_path / "pyproject.toml"
-        docker_plan.add_raw(
-            copy_from_project_root(
-                package_pyproject_path,
-                f"{uv_export_project_dir}/{package_pyproject_path.as_posix()}",
-            )
-        )
     docker_plan.add_instruction("WORKDIR", uv_export_project_dir)
     docker_plan.add_instruction(
         "RUN",

libs/cli/tests/unit_tests/test_config.py

@@ -723,23 +723,6 @@ WORKDIR /deps/outer-unit_tests/unit_tests\
     }
 
 
-def test_config_to_docker_single_user_layer():
-    dockerfile, additional_contexts = config_to_docker(
-        PATH_TO_CONFIG,
-        validate_config(
-            {"dependencies": ["."], "graphs": {"agent": "./agent.py:graph"}}
-        ),
-        base_image="langchain/langgraph-api",
-        single_user_layer=True,
-    )
-
-    assert additional_contexts == {}
-    assert dockerfile.count("\nRUN ") == 1
-    assert "--mount=type=bind" in dockerfile
-    assert "cp -a /__build_context/. /deps/outer-unit_tests/unit_tests/" in dockerfile
-    assert dockerfile.endswith("WORKDIR /deps/outer-unit_tests/unit_tests")
-
-
 def test_config_to_docker_outside_path():
     graphs = {"agent": "./agent.py:graph"}
     actual_docker_stdin, additional_contexts = config_to_docker(
@@ -1420,19 +1403,6 @@ def test_config_to_docker_uv_lock():
             "COPY --from=uv-workspace-root uv.lock /tmp/uv_export/project/uv.lock"
             in docker
         )
-        workspace_pyprojects = [
-            "apps/agent/pyproject.toml",
-            "libs/extra/pyproject.toml",
-            "libs/shared/pyproject.toml",
-        ]
-        export_instruction = "RUN uv export --package agent"
-        for pyproject_path in workspace_pyprojects:
-            copy_instruction = (
-                "COPY --from=uv-workspace-root "
-                f"{pyproject_path} /tmp/uv_export/project/{pyproject_path}"
-            )
-            assert copy_instruction in docker
-            assert docker.index(copy_instruction) < docker.index(export_instruction)
         assert additional_contexts == {"uv-workspace-root": str(project_root.resolve())}
 
         assert (

libs/cli/uv-examples/monorepo/uv.lock

@@ -266,20 +266,20 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langchain-core" },
     { name = "ormsgpack" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/e1/089c4c9e0a2fec7f883f82ae8e6a727138d50074cfeb6644bc2d13b1019b/langgraph_checkpoint-4.2.0.tar.gz", hash = "sha256:51a593b6bee684b0818e5d6e58e28ab340c6db7794575056ce7bd1b746a84ed7", size = 180239, upload-time = "2026-08-07T20:05:03.756Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b1/44/a8df45d1e8b4637e29789fa8bae1db022c953cc7ac80093cfc52e923547e/langgraph_checkpoint-4.0.1.tar.gz", hash = "sha256:b433123735df11ade28829e40ce25b9be614930cd50245ff2af60629234befd9", size = 158135, upload-time = "2026-02-27T21:06:16.092Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/05/71/3b475f09bd57d3a5649792c66353312b4432afd843f301739dfcebd157f0/langgraph_checkpoint-4.2.0-py3-none-any.whl", hash = "sha256:0547fd228935a0b758865de3a3d6d7a2537c308895d0f9ab092ce9151b5da942", size = 56833, upload-time = "2026-08-07T20:05:02.655Z" },
+    { url = "https://files.pythonhosted.org/packages/65/4c/09a4a0c42f5d2fc38d6c4d67884788eff7fd2cfdf367fdf7033de908b4c0/langgraph_checkpoint-4.0.1-py3-none-any.whl", hash = "sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034", size = 50453, upload-time = "2026-02-27T21:06:14.293Z" },
 ]
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.1"
+version = "3.0.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langgraph-checkpoint" },
@@ -287,9 +287,9 @@ dependencies = [
     { name = "psycopg" },
     { name = "psycopg-pool" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/06/92/1e8959f8cd1b56e672fde3227f6fd642be85af6c5fd662d73921074aa39d/langgraph_checkpoint_postgres-3.1.1.tar.gz", hash = "sha256:d320e147ddad8c374cd546df0b52b532dd54d0541dd9fd23fc738cbd5de76f41", size = 150413, upload-time = "2026-07-30T19:15:39.014Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/95/7a/8f439966643d32111248a225e6cb33a182d07c90de780c4dbfc1e0377832/langgraph_checkpoint_postgres-3.0.5.tar.gz", hash = "sha256:a8fd7278a63f4f849b5cbc7884a15ca8f41e7d5f7467d0a66b31e8c24492f7eb", size = 127856, upload-time = "2026-03-18T21:25:29.785Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/03/32/ba457698a48a0e18d786caa770033067049fbe36d6846f8e50f13b594b51/langgraph_checkpoint_postgres-3.1.1-py3-none-any.whl", hash = "sha256:6e353aecd8150de144fef8e51a49076f58b7d6830d4cf51392b7ad4d79832ba7", size = 50778, upload-time = "2026-07-30T19:15:37.405Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/87/b0f98b33a67204bca9d5619bcd9574222f6b025cf3c125eedcec9a50ecbc/langgraph_checkpoint_postgres-3.0.5-py3-none-any.whl", hash = "sha256:86d7040a88fd70087eaafb72251d796696a0a2d856168f5c11ef620771411552", size = 42907, upload-time = "2026-03-18T21:25:28.75Z" },
 ]
 
 [[package]]

libs/langgraph/langgraph/_internal/_runnable.py

@@ -3,7 +3,6 @@ from __future__ import annotations
 import asyncio
 import enum
 import inspect
-import logging
 import sys
 import warnings
 from collections.abc import (
@@ -64,26 +63,6 @@ try:
 except ImportError:
     _StreamingCallbackHandler = None  # type: ignore
 
-logger = logging.getLogger(__name__)
-
-
-def _trace_payload(value: Any, transform: Callable[[Any], Any] | None) -> Any:
-    """Return the payload to record on a run for `value`.
-
-    When `transform` is unset this is a passthrough, so unspecified nodes record exactly
-    as before. When set it always runs (regardless of tracing), but never affects
-    execution: if it raises, the untransformed value is recorded instead.
-    """
-    if transform is None:
-        return value
-    try:
-        return transform(value)
-    except Exception:
-        logger.exception(
-            "trace input/output processor raised; recording untransformed payload"
-        )
-        return value
-
 
 def _set_config_context(
     config: RunnableConfig, run: Any = None
@@ -593,7 +572,6 @@ class RunnableSeq(Runnable):
         *steps: RunnableLike,
         name: str | None = None,
         trace_inputs: Callable[[Any], Any] | None = None,
-        trace_outputs: Callable[[Any], Any] | None = None,
     ) -> None:
         """Create a new RunnableSeq.
 
@@ -619,7 +597,6 @@ class RunnableSeq(Runnable):
         self.steps = steps_flat
         self.name = name
         self.trace_inputs = trace_inputs
-        self.trace_outputs = trace_outputs
 
     def __or__(
         self,
@@ -681,7 +658,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -712,7 +689,7 @@ class RunnableSeq(Runnable):
             run_manager.on_chain_error(e)
             raise
         else:
-            run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
+            run_manager.on_chain_end(input)
             return input
 
     async def ainvoke(
@@ -728,7 +705,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = await callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -765,7 +742,7 @@ class RunnableSeq(Runnable):
             await run_manager.on_chain_error(e)
             raise
         else:
-            await run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
+            await run_manager.on_chain_end(input)
             return input
 
     def stream(
@@ -781,7 +758,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -826,7 +803,7 @@ class RunnableSeq(Runnable):
                 run_manager.on_chain_error(e)
                 raise
             else:
-                run_manager.on_chain_end(_trace_payload(output, self.trace_outputs))
+                run_manager.on_chain_end(output)
 
     async def astream(
         self,
@@ -841,7 +818,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = await callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -896,9 +873,7 @@ class RunnableSeq(Runnable):
                     await run_manager.on_chain_error(e)
                     raise
                 else:
-                    await run_manager.on_chain_end(
-                        _trace_payload(output, self.trace_outputs)
-                    )
+                    await run_manager.on_chain_end(output)
         else:
             try:
                 async with AsyncExitStack() as stack:
@@ -928,9 +903,7 @@ class RunnableSeq(Runnable):
                 await run_manager.on_chain_error(e)
                 raise
             else:
-                await run_manager.on_chain_end(
-                    _trace_payload(output, self.trace_outputs)
-                )
+                await run_manager.on_chain_end(output)
 
 
 def _consume_iter(it: Iterator[Any]) -> Any:

libs/langgraph/langgraph/graph/_node.py

@@ -9,13 +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,
-    TracePolicy,
-)
+from langgraph.types import CachePolicy, RetryPolicy, StreamWriter, TimeoutPolicy
 from langgraph.typing import ContextT, NodeInputT, NodeInputT_contra
 
 
@@ -99,5 +93,3 @@ class StateNodeSpec(Generic[NodeInputT, ContextT]):
     ends: tuple[str, ...] | dict[str, str] | None = EMPTY_SEQ
     defer: bool = False
     timeout: TimeoutPolicy | None = None
-    trace_policy: TracePolicy | None = None
-    """Optional policy controlling what this node records on its trace run."""

libs/langgraph/langgraph/graph/state.py

@@ -85,7 +85,6 @@ from langgraph.types import (
     RetryPolicy,
     Send,
     TimeoutPolicy,
-    TracePolicy,
     ensure_valid_checkpointer,
 )
 from langgraph.typing import ContextT, InputT, NodeInputT, OutputT, StateT
@@ -385,7 +384,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -455,7 +453,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph` where input schema is specified.
@@ -530,7 +527,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -600,7 +596,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is specified.
@@ -677,7 +672,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`.
@@ -697,10 +691,6 @@ 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.
-            trace_policy: Optional policy controlling how this node's run is traced. Its
-                `process_inputs` callable transforms the node's input before it is
-                recorded (e.g. to omit or summarize large message history) without
-                changing the value passed to the node. Does not affect execution.
             destinations: Destinations that indicate where a node can route to.
 
                 Useful for edgeless graphs with nodes that return `Command` objects.
@@ -890,7 +880,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
         elif inferred_input_schema is not None:
             self.nodes[node] = StateNodeSpec(
@@ -903,7 +892,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
         else:
             self.nodes[node] = StateNodeSpec[StateT, ContextT](
@@ -916,7 +904,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
 
         input_schema = input_schema or inferred_input_schema
@@ -1543,7 +1530,6 @@ class CompiledStateGraph(
                 error_handler_node=node.error_handler_node,
                 bound=node.runnable,  # type: ignore[arg-type]
                 timeout=node.timeout,
-                trace_policy=node.trace_policy,
             )
         else:
             raise RuntimeError

libs/langgraph/langgraph/pregel/_read.py

@@ -16,7 +16,7 @@ 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, TracePolicy
+from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy
 
 READ_TYPE = Callable[[str | Sequence[str], bool], Any | dict[str, Any]]
 INPUT_CACHE_KEY_TYPE = tuple[Callable[..., Any], tuple[str, ...]]
@@ -138,9 +138,6 @@ class PregelNode:
     metadata: Mapping[str, Any] | None
     """Metadata to attach to the node for tracing."""
 
-    trace_policy: TracePolicy | None
-    """Optional policy controlling what this node records on its trace run."""
-
     is_error_handler: bool
     """Whether this node is registered as an error handler node."""
 
@@ -159,7 +156,6 @@ class PregelNode:
         writers: list[Runnable] | None = None,
         tags: list[str] | None = None,
         metadata: Mapping[str, Any] | None = None,
-        trace_policy: TracePolicy | None = None,
         bound: Runnable[Any, Any] | None = None,
         retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
         cache_policy: CachePolicy | None = None,
@@ -181,7 +177,6 @@ class PregelNode:
         self.timeout = coerce_timeout_policy(timeout)
         self.tags = tags
         self.metadata = metadata
-        self.trace_policy = trace_policy
         self.is_error_handler = is_error_handler
         self.error_handler_node = error_handler_node
         if subgraphs is not None:
@@ -227,23 +222,14 @@ class PregelNode:
     def node(self) -> Runnable[Any, Any] | None:
         """Get a runnable that combines `bound` and `writers`."""
         writers = self.flat_writers
-        trace_inputs = self.trace_policy.process_inputs if self.trace_policy else None
-        trace_outputs = self.trace_policy.process_outputs if self.trace_policy else None
         if self.bound is DEFAULT_BOUND and not writers:
             return None
         elif self.bound is DEFAULT_BOUND and len(writers) == 1:
             return writers[0]
         elif self.bound is DEFAULT_BOUND:
-            return RunnableSeq(
-                *writers, trace_inputs=trace_inputs, trace_outputs=trace_outputs
-            )
+            return RunnableSeq(*writers)
         elif writers:
-            return RunnableSeq(
-                self.bound,
-                *writers,
-                trace_inputs=trace_inputs,
-                trace_outputs=trace_outputs,
-            )
+            return RunnableSeq(self.bound, *writers)
         else:
             return self.bound
 

libs/langgraph/langgraph/pregel/_utils.py

@@ -1,10 +1,11 @@
 from __future__ import annotations
 
-import dis
+import ast
+import inspect
 import re
+import textwrap
 from collections.abc import Callable, Sequence
 from functools import partial
-from types import CodeType, FunctionType
 from typing import Any
 
 from langchain_core.runnables import (
@@ -16,6 +17,7 @@ from langchain_core.runnables import (
 from langchain_core.runnables.base import RunnableBindingBase
 from langchain_core.runnables.config import run_in_executor
 from langgraph.checkpoint.base import ChannelVersions
+from typing_extensions import override
 
 from langgraph._internal._runnable import RunnableCallable, RunnableSeq
 from langgraph._internal._timeout import sync_timeout_unsupported
@@ -135,87 +137,155 @@ def validate_timeout_supported(runnable: Runnable, *, name: str) -> None:
         raise sync_timeout_unsupported(name)
 
 
-# Values treated as dead ends when deciding whether to walk a function's
-# bytecode. A container can hold a graph, but `find_subgraph_pregel` does not
-# look inside one, so skipping it costs nothing while that holds. Matched by
-# exact type, since a subclass of a builtin can carry attributes.
-_LEAF_TYPES = frozenset(
-    {
-        int,
-        float,
-        complex,
-        bool,
-        str,
-        bytes,
-        bytearray,
-        list,
-        tuple,
-        dict,
-        set,
-        frozenset,
-        type(None),
-    }
-)
-
-
 def get_function_nonlocals(func: Callable) -> list[Any]:
-    """Get the values a function reaches from outside its own scope.
+    """Get the nonlocal variables accessed by a function.
 
     Args:
         func: The function to check.
 
     Returns:
-        Every captured cell value, the globals the function names, and each
-        value along an attribute path it loads. Over-approximates: a value can
-        come back without the function reaching it at runtime.
+        List[Any]: The nonlocal variables accessed by the function.
     """
-    func = getattr(func, "__func__", func)  # bound method -> function
-    wrapped = getattr(func, "__wrapped__", None)
-    if callable(wrapped):
-        func = getattr(wrapped, "__func__", wrapped)
-    if not isinstance(func, FunctionType):
+    try:
+        code = inspect.getsource(func)
+        tree = ast.parse(textwrap.dedent(code))
+        visitor = FunctionNonLocals()
+        visitor.visit(tree)
+        values: list[Any] = []
+        closure = (
+            inspect.getclosurevars(func.__wrapped__)
+            if hasattr(func, "__wrapped__") and callable(func.__wrapped__)
+            else inspect.getclosurevars(func)
+        )
+        candidates = {**closure.globals, **closure.nonlocals}
+        for k, v in candidates.items():
+            if k in visitor.nonlocals:
+                values.append(v)
+            for kk in visitor.nonlocals:
+                if "." in kk and kk.startswith(k):
+                    vv = v
+                    for part in kk.split(".")[1:]:
+                        if vv is None:
+                            break
+                        else:
+                            try:
+                                vv = getattr(vv, part)
+                            except AttributeError:
+                                break
+                    else:
+                        values.append(vv)
+    except (SyntaxError, TypeError, OSError, SystemError):
         return []
-    code = func.__code__
 
-    cells: dict[str, Any] = {}
-    for name, cell in zip(code.co_freevars, func.__closure__ or ()):
-        try:
-            cells[name] = cell.cell_contents
-        except ValueError:
-            continue  # empty cell: a recursive def not yet bound
-
-    # Every captured value counts, referenced or not: over-declaring costs an
-    # introspection entry, under-declaring drops the subgraph's checkpoints and
-    # stream events. Checking each cell against the bytecode would cost more and
-    # only trade the cheap error for the expensive one.
-    values: list[Any] = list(cells.values())
-    global_ns = func.__globals__
-    globals_ = {name: global_ns[name] for name in code.co_names if name in global_ns}
-    if all(type(v) in _LEAF_TYPES for v in (*cells.values(), *globals_.values())):
-        return values
-
-    # Nested code objects hold the references made by inner defs, lambdas and
-    # comprehensions, which resolve against the namespaces gathered above.
-    codes = [code]
-    for c in codes:
-        codes.extend(k for k in c.co_consts if isinstance(k, CodeType))
-        value: Any = None
-        for instruction in dis.get_instructions(c):
-            opname = instruction.opname
-            if opname == "LOAD_GLOBAL":
-                value = globals_.get(instruction.argval)
-            elif opname == "LOAD_DEREF":
-                value = cells.get(instruction.argval)
-            elif opname in ("LOAD_ATTR", "LOAD_METHOD"):
-                value = getattr(value, instruction.argval, None)
-            else:
-                value = None  # anything else ends the chain: `a, b.c` is not `a.c`
-                continue
-            if value is not None:
-                values.append(value)
     return values
 
 
+class FunctionNonLocals(ast.NodeVisitor):
+    """Get the nonlocal variables accessed of a function."""
+
+    def __init__(self) -> None:
+        self.nonlocals: set[str] = set()
+
+    @override
+    def visit_FunctionDef(self, node: ast.FunctionDef) -> Any:
+        """Visit a function definition.
+
+        Args:
+            node: The node to visit.
+
+        Returns:
+            Any: The result of the visit.
+        """
+        visitor = NonLocals()
+        visitor.visit(node)
+        self.nonlocals.update(visitor.loads - visitor.stores)
+
+    @override
+    def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef) -> Any:
+        """Visit an async function definition.
+
+        Args:
+            node: The node to visit.
+
+        Returns:
+            Any: The result of the visit.
+        """
+        visitor = NonLocals()
+        visitor.visit(node)
+        self.nonlocals.update(visitor.loads - visitor.stores)
+
+    @override
+    def visit_Lambda(self, node: ast.Lambda) -> Any:
+        """Visit a lambda function.
+
+        Args:
+            node: The node to visit.
+
+        Returns:
+            Any: The result of the visit.
+        """
+        visitor = NonLocals()
+        visitor.visit(node)
+        self.nonlocals.update(visitor.loads - visitor.stores)
+
+
+class NonLocals(ast.NodeVisitor):
+    """Get nonlocal variables accessed."""
+
+    def __init__(self) -> None:
+        self.loads: set[str] = set()
+        self.stores: set[str] = set()
+
+    @override
+    def visit_Name(self, node: ast.Name) -> Any:
+        """Visit a name node.
+
+        Args:
+            node: The node to visit.
+
+        Returns:
+            Any: The result of the visit.
+        """
+        if isinstance(node.ctx, ast.Load):
+            self.loads.add(node.id)
+        elif isinstance(node.ctx, ast.Store):
+            self.stores.add(node.id)
+
+    @override
+    def visit_Attribute(self, node: ast.Attribute) -> Any:
+        """Visit an attribute node.
+
+        Args:
+            node: The node to visit.
+
+        Returns:
+            Any: The result of the visit.
+        """
+        if isinstance(node.ctx, ast.Load):
+            parent = node.value
+            attr_expr = node.attr
+            while isinstance(parent, ast.Attribute):
+                attr_expr = parent.attr + "." + attr_expr
+                parent = parent.value
+            if isinstance(parent, ast.Name):
+                self.loads.add(parent.id + "." + attr_expr)
+                self.loads.discard(parent.id)
+            elif isinstance(parent, ast.Call):
+                if isinstance(parent.func, ast.Name):
+                    self.loads.add(parent.func.id)
+                else:
+                    parent = parent.func
+                    attr_expr = ""
+                    while isinstance(parent, ast.Attribute):
+                        if attr_expr:
+                            attr_expr = parent.attr + "." + attr_expr
+                        else:
+                            attr_expr = parent.attr
+                        parent = parent.value
+                    if isinstance(parent, ast.Name):
+                        self.loads.add(parent.id + "." + attr_expr)
+
+
 def is_xxh3_128_hexdigest(value: str) -> bool:
     """Check if the given string matches the format of xxh3_128_hexdigest."""
     return bool(re.fullmatch(r"[0-9a-f]{32}", value))

libs/langgraph/langgraph/types.py

@@ -70,8 +70,6 @@ __all__ = (
     "RetryPolicy",
     "TimeoutPolicy",
     "CachePolicy",
-    "TracePolicy",
-    "omit_payload",
     "Interrupt",
     "StateUpdate",
     "PregelTask",
@@ -529,44 +527,6 @@ class CachePolicy(Generic[KeyFuncT]):
     """Time to live for the cache entry in seconds. If `None`, the entry never expires."""
 
 
-@dataclass(**_DC_KWARGS)
-class TracePolicy:
-    """Configuration for how a node's run is traced.
-
-    Scope: this only transforms what the node's *own* run records. Child runs created
-    by a traced `bound` runnable and the root graph run are not affected. Plain
-    function nodes are traced with `trace=False`, so they have no such child runs.
-
-    Not intended to redact secrets. To redact inputs/outputs across all runs
-    (children included), use the LangSmith client's
-    `hide_inputs`/`hide_outputs`/`anonymizer` instead.
-
-    Each processor receives the node's raw input/output value (not a normalized
-    kwargs dict) and returns the value to record.
-    """
-
-    process_inputs: Callable[[Any], Any] | None = None
-    """Optional callable to transform the node's input before it is recorded on the
-    node's trace run. Can be used to omit or summarize large payloads
-    (e.g. message history). Not intended to affect the value passed to the node; avoid
-    mutating arguments in place."""
-
-    process_outputs: Callable[[Any], Any] | None = None
-    """Optional callable to transform the node's output before it is recorded on the
-    node's trace run. Can be used to omit or summarize large payloads
-    (e.g. message history). Not intended to affect the value returned by the node; avoid
-    mutating arguments in place."""
-
-
-def omit_payload(_value: Any) -> dict[str, Any]:
-    """`TracePolicy` helper that records an empty payload, dropping the value entirely.
-
-    Use as `process_inputs` and/or `process_outputs` on a `TracePolicy` to keep a node's
-    span and its timing while omitting its inputs/outputs from the trace.
-    """
-    return {}
-
-
 _DEFAULT_INTERRUPT_ID = "placeholder-id"
 
 

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.2.11"
+version = "1.2.10"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/test_delta_channel_migration.py

@@ -616,117 +616,3 @@ async def test_add_messages_to_delta_migration_preserves_message_history_async()
     assert [m.id for m in snap.values["messages"]] == ["h1", "a1"], (
         f"async tip hydration mismatch: got {[m.id for m in snap.values['messages']]}"
     )
-
-
-# ---------------------------------------------------------------------------
-# 8. First post-migration write, read back cold (regression for #8384)
-#
-# The migration boundary produces a checkpoint that carries BOTH a pre-delta
-# plain-value blob AND the pending write that produced its (delta-era) child.
-# That write is not subsumed by the blob — the blob is the value ENTERING that
-# checkpoint. A saver whose ancestor walk skips the seed checkpoint's own
-# writes silently drops the first post-migration write.
-#
-# The failure is invisible to the live `invoke` return value (computed
-# in-memory before persistence), so these tests must assert on a COLD read.
-# It is also invisible at `snapshot_frequency=1`, where every write is its own
-# snapshot boundary and the walk never terminates on a plain value — hence the
-# explicit default-frequency coverage.
-# ---------------------------------------------------------------------------
-
-
-def test_first_post_migration_write_survives_cold_read() -> None:
-    """One non-snapshotting write after migrating a thread to `DeltaChannel`
-    must still be present when the state is read back from the checkpointer.
-
-    Regression for #8384: `invoke` returned the correct value while
-    `get_state` dropped the write permanently.
-    """
-
-    checkpointer = InMemorySaver()
-    config = {"configurable": {"thread_id": "first-post-migration"}}
-
-    binop = _binop_graph(checkpointer)
-    binop.invoke({"items": ["a"]}, config)
-
-    delta = _delta_graph(checkpointer)
-    live = delta.invoke({"items": ["b"]}, config)
-    assert list(live["items"]) == ["a", "b"], "live invoke lost the write"
-
-    cold = delta.get_state(config)
-    assert list(cold.values["items"]) == ["a", "b"], (
-        "first post-migration write dropped on cold read: "
-        f"got {list(cold.values['items'])}"
-    )
-
-
-async def test_first_post_migration_write_survives_cold_read_async() -> None:
-    """Async variant of the #8384 regression."""
-
-    checkpointer = InMemorySaver()
-    config = {"configurable": {"thread_id": "first-post-migration-async"}}
-
-    binop = _binop_graph(checkpointer)
-    await binop.ainvoke({"items": ["a"]}, config)
-
-    delta = _delta_graph(checkpointer)
-    live = await delta.ainvoke({"items": ["b"]}, config)
-    assert list(live["items"]) == ["a", "b"], "live ainvoke lost the write"
-
-    cold = await delta.aget_state(config)
-    assert list(cold.values["items"]) == ["a", "b"], (
-        "first post-migration write dropped on cold read: "
-        f"got {list(cold.values['items'])}"
-    )
-
-
-def test_post_migration_writes_match_base_saver_fallback() -> None:
-    """Parity across the migration boundary WITH post-migration writes.
-
-    `test_base_saver_fallback_matches_optimized_override` only reads a
-    pre-migration chain, so the optimized override and the reference walk
-    never disagree there. Driving writes after the migration is what
-    separates them.
-    """
-
-    def _run(saver: Any, thread: str) -> list[tuple[Any, list]]:
-        config = {"configurable": {"thread_id": thread}}
-        _drive(_binop_graph(saver), config, "u", 2)
-        delta = _delta_graph(saver)
-        _drive(delta, config, "d", 3)
-        return [
-            (s.next, list(s.values.get("items", [])))
-            for s in delta.get_state_history(config)
-        ]
-
-    fast = _run(InMemorySaver(), "fast")
-    slow = _run(_ThirdPartyStyleSaver(), "slow")
-
-    assert fast == slow, (
-        "optimized override diverges from the base-saver fallback once "
-        f"post-migration writes exist; fast={fast}, slow={slow}"
-    )
-    # Guard the assertion above against both paths being wrong in the same way.
-    assert fast[0][1] == ["u0", "u1", "d0", "d1", "d2"], (
-        f"unexpected accumulated state: {fast[0][1]}"
-    )
-
-
-def test_add_messages_migration_keeps_first_post_migration_message() -> None:
-    """The `add_messages` -> `DeltaChannel` path is the one Deep Agents takes;
-    dropping the first post-migration write loses a real user message.
-    """
-
-    checkpointer = InMemorySaver()
-    config = {"configurable": {"thread_id": "add-messages-first-write"}}
-
-    pre_graph = _add_messages_graph(checkpointer)
-    pre_graph.invoke({"messages": [HumanMessage(content="hello", id="h1")]}, config)
-
-    delta_graph = _delta_messages_graph(checkpointer)
-    delta_graph.invoke({"messages": [HumanMessage(content="second", id="h2")]}, config)
-
-    ids = [m.id for m in delta_graph.get_state(config).values["messages"]]
-    # h1 is the pre-migration seed, h2 the write that was being dropped; both
-    # have to survive, and in order.
-    assert ids == ["h1", "h2"], f"expected ['h1', 'h2'], got {ids}"

libs/langgraph/tests/test_subgraph_detection.py

@@ -1,286 +0,0 @@
-"""Tests for subgraph auto-detection (`pregel/_utils.py`).
-
-Detection failing is silent — the graph still runs, only introspection goes
-quiet — so every shape a node can hold a graph in is pinned here. The expected
-values are what the source-parsing implementation this replaced produced for
-the same shapes, except for `sourceless`, whose source it could not read,
-`empty_closure_cell`, on which it raised, and `unreachable_attribute_chain`,
-where it reported a graph that dropped code could never invoke.
-"""
-
-import functools
-import operator
-from typing import Annotated, Any
-
-import pytest
-from typing_extensions import TypedDict
-
-from langgraph.graph import END, START, StateGraph
-from langgraph.pregel._utils import get_function_nonlocals
-
-
-class State(TypedDict):
-    log: Annotated[list, operator.add]
-
-
-def _leaf(tag: str) -> Any:
-    """Return a compiled graph that reports itself as `tag`."""
-    builder = StateGraph(State)
-    builder.add_node(tag, lambda s: {"log": [tag]})
-    builder.add_edge(START, tag)
-    builder.add_edge(tag, END)
-    compiled = builder.compile()
-    compiled.name = tag
-    return compiled
-
-
-def _detect(node: Any) -> str | None:
-    """Return the name of the subgraph detected for `node`, or None."""
-    builder = StateGraph(State)
-    builder.add_node("n", node)
-    builder.add_edge(START, "n")
-    builder.add_edge("n", END)
-    subgraphs = builder.compile().nodes["n"].subgraphs
-    return getattr(subgraphs[0], "name", "?") if subgraphs else None
-
-
-class _Box:
-    def __init__(self, payload: Any) -> None:
-        self.payload = payload
-
-
-class _ListSubclass(list):
-    pass
-
-
-class _MethodHolder:
-    def __init__(self) -> None:
-        self.graph = _leaf("via_self")
-
-    def as_node(self, state: State) -> Any:
-        return self.graph.invoke(state)
-
-
-MODULE_GRAPH = _leaf("module_global")
-CHAIN = _Box(_Box(_leaf("attr_chain")))
-GRAPH_IN_PLAIN_LIST = [_leaf("in_list")]
-METHOD_HOLDER = _MethodHolder()
-
-
-def closure_capture() -> Any:
-    sub = _leaf("closure")
-
-    def node(state: State) -> Any:
-        return sub.invoke(state)
-
-    return node
-
-
-def module_global() -> Any:
-    def node(state: State) -> Any:
-        return MODULE_GRAPH.invoke(state)
-
-    return node
-
-
-def attribute_chain() -> Any:
-    def node(state: State) -> Any:
-        return CHAIN.payload.payload.invoke(state)
-
-    return node
-
-
-def nested_def_captured_attribute() -> Any:
-    """A chain on a captured holder, named only inside a nested code object.
-
-    The captured value is the holder, not the graph, so the chain itself has to
-    be recovered from the nested scope.
-    """
-    holder = _Box(_leaf("nested_captured"))
-
-    def node(state: State) -> Any:
-        def inner() -> Any:
-            return holder.payload.invoke(state)
-
-        return inner()
-
-    return node
-
-
-def unreachable_branch() -> Any:
-    """A captured graph referenced only from code the compiler removes."""
-    sub = _leaf("unreachable")
-
-    def node(state: State) -> Any:
-        if False:
-            sub.invoke(state)
-        return {"log": []}
-
-    return node
-
-
-def unreachable_attribute_chain() -> Any:
-    """A graph named only along an attribute path the compiler dropped.
-
-    The closure keeps `holder`, but the `.payload` load is gone. The source
-    parser reported this one; dropped code cannot invoke anything, so that was
-    a phantom rather than a detection.
-    """
-    holder = _Box(_leaf("unreachable_attr"))
-
-    def node(state: State) -> Any:
-        if False:
-            holder.payload.invoke(state)
-        return {"log": []}
-
-    return node
-
-
-def wrapper_referencing_nothing() -> Any:
-    """A wrapper whose own scope holds nothing, so only `__wrapped__` leads on.
-
-    `functools.wraps` would leave the wrapper closing over the inner function;
-    setting the attribute by hand does not.
-    """
-    sub = _leaf("via_wrapped")
-
-    def inner(state: State) -> Any:
-        return sub.invoke(state)
-
-    def wrapper(state: State) -> Any:
-        return {"log": []}
-
-    wrapper.__wrapped__ = inner
-    return wrapper
-
-
-def captured_list_subclass() -> Any:
-    """A `list` subclass is not a leaf: it can carry a graph as an attribute."""
-    holder = _ListSubclass()
-    holder.payload = _leaf("list_subclass")
-
-    def node(state: State) -> Any:
-        return holder.payload.invoke(state)
-
-    return node
-
-
-def empty_closure_cell() -> Any:
-    """An unassigned closure variable leaves a cell that cannot be read."""
-    sub = _leaf("beside_empty_cell")
-
-    def node(state: State) -> Any:
-        return unassigned, sub.invoke(state)
-
-    return node
-    unassigned = 1  # never runs, so the cell it creates is never filled
-
-
-def sourceless() -> Any:
-    """A node compiled without a source file, which `getsource` could not read."""
-    namespace: dict[str, Any] = {"SOURCELESS": _leaf("sourceless")}
-    exec(
-        compile(
-            "def node(state):\n    return SOURCELESS.invoke(state)", "<test>", "exec"
-        ),
-        namespace,
-    )
-    return namespace["node"]
-
-
-async def _async_node(state: State) -> Any:
-    return await MODULE_GRAPH.ainvoke(state)
-
-
-def async_node() -> Any:
-    return _async_node
-
-
-def no_subgraph() -> Any:
-    """Nothing but leaf values in reach, so the bytecode walk is skipped."""
-
-    def node(state: State) -> Any:
-        return {"log": [len("abc") + 1]}
-
-    return node
-
-
-def recombined_names() -> Any:
-    """Loads `CHAIN.payload` and `local.payload`, never `CHAIN.payload.payload`."""
-
-    def node(state: State) -> Any:
-        local = _Box("not a graph")
-        return {"log": [CHAIN.payload, local.payload]}
-
-    return node
-
-
-def broken_attribute_chain() -> Any:
-    holder = _Box("a string, so `.payload.missing` cannot resolve")
-
-    def node(state: State) -> Any:
-        return holder.payload.missing.invoke(state)
-
-    return node
-
-
-def nested_def_global() -> Any:
-    """A global named only in a nested code object: out of reach, as before."""
-
-    def node(state: State) -> Any:
-        def inner() -> Any:
-            return MODULE_GRAPH.invoke(state)
-
-        return inner()
-
-    return node
-
-
-def graph_in_plain_list() -> Any:
-    def node(state: State) -> Any:
-        return GRAPH_IN_PLAIN_LIST[0].invoke(state)
-
-    return node
-
-
-def bound_method_self() -> Any:
-    return METHOD_HOLDER.as_node
-
-
-@pytest.mark.parametrize(
-    ("factory", "expected"),
-    [
-        (closure_capture, "closure"),
-        (module_global, "module_global"),
-        (attribute_chain, "attr_chain"),
-        (nested_def_captured_attribute, "nested_captured"),
-        (unreachable_branch, "unreachable"),
-        (wrapper_referencing_nothing, "via_wrapped"),
-        (captured_list_subclass, "list_subclass"),
-        (empty_closure_cell, "beside_empty_cell"),
-        (sourceless, "sourceless"),
-        (async_node, "module_global"),
-        # Shapes no reference chain reaches: a subscript, an instance attribute
-        # of `self`, a global named only in a nested scope, and an attribute
-        # path the compiler dropped.
-        (no_subgraph, None),
-        (recombined_names, None),
-        (broken_attribute_chain, None),
-        (nested_def_global, None),
-        (graph_in_plain_list, None),
-        (bound_method_self, None),
-        (unreachable_attribute_chain, None),
-    ],
-    ids=lambda value: value.__name__ if callable(value) else str(value),
-)
-def test_subgraph_detection(factory: Any, expected: str | None) -> None:
-    assert _detect(factory()) == expected
-
-
-@pytest.mark.parametrize(
-    "candidate",
-    [functools.partial(lambda state, extra: {"log": [extra]}, extra="x"), len],
-    ids=["partial", "builtin"],
-)
-def test_callables_without_a_code_object_are_handled(candidate: Any) -> None:
-    assert get_function_nonlocals(candidate) == []

libs/langgraph/tests/test_trace_policy.py

@@ -1,149 +0,0 @@
-"""End-to-end tests for `TracePolicy` input processing on node trace runs."""
-
-from typing import Any
-
-import pytest
-from typing_extensions import TypedDict
-
-from langgraph.graph import END, START, StateGraph
-from langgraph.types import TracePolicy
-from tests.fake_tracer import FakeTracer, Run
-
-
-class State(TypedDict):
-    value: int
-
-
-def _node_run(tracer: FakeTracer, name: str) -> Run:
-    return next(r for r in tracer.flattened_runs() if r.name == name)
-
-
-def _incr(state: State) -> State:
-    return {"value": state["value"] + 1}
-
-
-def test_trace_policy_transforms_recorded_inputs() -> None:
-    seen: dict[str, Any] = {}
-
-    def process_inputs(inp: Any) -> Any:
-        seen["inputs"] = inp
-        return {"scrubbed_in": True}
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=process_inputs))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    # the real graph output is unaffected by the trace policy
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    # the recorded input is transformed; the output is recorded as-is
-    assert run.inputs == {"scrubbed_in": True}
-    assert run.outputs == {"value": 2}
-    # process_inputs observed the real, untransformed input
-    assert seen["inputs"] == {"value": 1}
-
-
-def test_trace_policy_transforms_recorded_outputs() -> None:
-    seen: dict[str, Any] = {}
-
-    def process_outputs(out: Any) -> Any:
-        seen["outputs"] = out
-        return {"scrubbed_out": True}
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_outputs=process_outputs))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    # the real graph output is unaffected by the trace policy
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    # the recorded output is transformed; the input is recorded as-is
-    assert run.inputs == {"value": 1}
-    assert run.outputs == {"scrubbed_out": True}
-    # process_outputs observed the real, untransformed output
-    assert seen["outputs"] == {"value": 2}
-
-
-def test_trace_policy_none_records_real_payloads() -> None:
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr)
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    assert run.inputs == {"value": 1}
-    assert run.outputs == {"value": 2}
-
-
-def test_trace_policy_processor_error_safe_without_callbacks() -> None:
-    def boom(_inp: Any) -> Any:
-        raise RuntimeError("processor failed")
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=boom))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    # no callbacks: the processor still runs but is fail-open, so execution is unaffected
-    assert graph.invoke({"value": 1}) == {"value": 2}
-
-
-def test_trace_policy_processor_error_does_not_break_execution() -> None:
-    def boom(_inp: Any) -> Any:
-        raise RuntimeError("processor failed")
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=boom))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    # a raising processor must not abort the node; the untransformed input is recorded
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-    assert _node_run(tracer, "n").inputs == {"value": 1}
-
-
-@pytest.mark.anyio
-async def test_trace_policy_transforms_recorded_inputs_async() -> None:
-    graph = (
-        StateGraph(State)
-        .add_node(
-            "n",
-            _incr,
-            trace_policy=TracePolicy(process_inputs=lambda _: {"scrubbed_in": True}),
-        )
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    assert await graph.ainvoke({"value": 5}, {"callbacks": [tracer]}) == {"value": 6}
-
-    run = _node_run(tracer, "n")
-    assert run.inputs == {"scrubbed_in": True}
-    assert run.outputs == {"value": 6}

libs/langgraph/uv.lock

@@ -28,16 +28,16 @@ wheels = [
 
 [[package]]
 name = "anyio"
-version = "4.14.2"
+version = "4.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3b/72/5562aabb8dd7181e8e860622a38bea08d17842b99ecd4c91f84ac95251b0/anyio-4.14.1.tar.gz", hash = "sha256:8d648a3544c1a700e3ff78615cd679e4c5c3f149904287e73687b2596963629e", size = 254831, upload-time = "2026-06-24T20:56:06.017Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/7b/90df4a0a816d98d6ea26f559d87836d494a2cf1fcf063be67df50a7bcc30/anyio-4.14.1-py3-none-any.whl", hash = "sha256:4e5533c5b8ff0a24f5d7a176cbe6877129cd183893f66b537f8f227d10527d72", size = 124875, upload-time = "2026-06-24T20:56:04.413Z" },
 ]
 
 [[package]]
@@ -193,7 +193,7 @@ name = "blockbuster"
 version = "1.5.26"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "forbiddenfruit", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and implementation_name == 'cpython'" },
+    { name = "forbiddenfruit", marker = "implementation_name == 'cpython'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/55/e0/dcbab602790a576b0b94108c07e2c048e5897df7cc83722a89582d733987/blockbuster-1.5.26.tar.gz", hash = "sha256:cc3ce8c70fa852a97ee3411155f31e4ad2665cd1c6c7d2f8bb1851dab61dc629", size = 36085, upload-time = "2025-12-05T10:43:47.735Z" }
 wheels = [
@@ -385,7 +385,7 @@ name = "click"
 version = "8.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "python_full_version < '3.14' and sys_platform == 'win32'" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" }
 wheels = [
@@ -528,7 +528,7 @@ name = "croniter"
 version = "6.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "python-dateutil", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "python-dateutil" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/df/de/5832661ed55107b8a09af3f0a2e71e0957226a59eb1dcf0a445cce6daf20/croniter-6.2.2.tar.gz", hash = "sha256:ba60832a5ec8e12e51b8691c3309a113d1cf6526bdf1a48150ce8ec7a532d0ab", size = 113762, upload-time = "2026-03-15T08:43:48.112Z" }
 wheels = [
@@ -540,7 +540,7 @@ name = "cryptography"
 version = "50.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cffi", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and platform_python_implementation != 'PyPy'" },
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/de/41/6cbdcf9142d00fe82836fbb51e503e58088575cf7a0fe1dbff6695bf0840/cryptography-50.0.0.tar.gz", hash = "sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9", size = 880201, upload-time = "2026-07-31T14:25:10.11Z" }
 wheels = [
@@ -643,7 +643,7 @@ name = "exceptiongroup"
 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 = [
@@ -697,7 +697,7 @@ name = "googleapis-common-protos"
 version = "1.72.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "protobuf", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "protobuf" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/e5/7b/adfd75544c415c487b33061fe7ae526165241c1ea133f9a9125a56b39fd8/googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5", size = 147433, upload-time = "2025-11-06T18:29:24.087Z" }
 wheels = [
@@ -709,7 +709,7 @@ name = "grpcio"
 version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/b7/48/af6173dbca4454f4637a4678b67f52ca7e0c1ed7d5894d89d434fecede05/grpcio-1.80.0.tar.gz", hash = "sha256:29aca15edd0688c22ba01d7cc01cb000d72b2033f4a3c72a81a19b56fd143257", size = 12978905, upload-time = "2026-03-30T08:49:10.502Z" }
 wheels = [
@@ -770,8 +770,8 @@ name = "grpcio-health-checking"
 version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "grpcio", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
-    { name = "protobuf", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "grpcio" },
+    { name = "protobuf" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/d1/a2/aa3cc47f19c03f8e5287b987317059753141a3af8f66b96d5a64b3be10b8/grpcio_health_checking-1.80.0.tar.gz", hash = "sha256:2cc5f08bc8b816b8655ab6f59c71450063ba20766d31e21a493e912e3560c8b1", size = 17117, upload-time = "2026-03-30T08:54:41.899Z" }
 wheels = [
@@ -783,9 +783,9 @@ name = "grpcio-tools"
 version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "grpcio", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
-    { name = "protobuf", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
-    { name = "setuptools", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "grpcio" },
+    { name = "protobuf" },
+    { name = "setuptools" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/94/c8/1223f29c84a143ae9a56c084fc96894de0ba84b6e8d60a26241abd81d278/grpcio_tools-1.80.0.tar.gz", hash = "sha256:26052b19c6ce0dcf52d1024496aea3e2bdfa864159f06dc7b97b22d041a94b26", size = 6133212, upload-time = "2026-03-30T08:52:39.077Z" }
 wheels = [
@@ -936,7 +936,7 @@ name = "importlib-metadata"
 version = "8.7.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "zipp", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "zipp" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/f3/49/3b30cad09e7771a4982d9975a8cbf64f00d4a1ececb53297f1d9a7be1b10/importlib_metadata-8.7.1.tar.gz", hash = "sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb", size = 57107, upload-time = "2025-12-21T10:00:19.278Z" }
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@@ -985,17 +985,17 @@ resolution-markers = [
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 ]
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-    { name = "decorator", marker = "python_full_version < '3.11'" },
-    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
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-    { name = "traitlets", marker = "python_full_version < '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "decorator" },
+    { name = "exceptiongroup" },
+    { name = "jedi" },
+    { name = "matplotlib-inline" },
+    { name = "pexpect", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "prompt-toolkit" },
+    { name = "pygments" },
+    { name = "stack-data" },
+    { name = "traitlets" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/e5/61/1810830e8b93c72dcd3c0f150c80a00c3deb229562d9423807ec92c3a539/ipython-8.38.0.tar.gz", hash = "sha256:9cfea8c903ce0867cc2f23199ed8545eb741f3a69420bfcf3743ad1cec856d39", size = 5513996, upload-time = "2026-01-05T10:59:06.901Z" }
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@@ -1012,17 +1012,17 @@ resolution-markers = [
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-    { name = "traitlets", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version == '3.11.*'" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "decorator" },
+    { name = "ipython-pygments-lexers" },
+    { name = "jedi" },
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+    { name = "pexpect", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "prompt-toolkit" },
+    { name = "pygments" },
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-    { name = "pygments", marker = "python_full_version >= '3.11'" },
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@@ -1404,7 +1404,7 @@ wheels = [
 
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@@ -1417,9 +1417,9 @@ dependencies = [
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@@ -1436,7 +1436,7 @@ wheels = [
 
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@@ -1582,38 +1582,38 @@ name = "langgraph-api"
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+    { name = "cloudpickle" },
+    { name = "cryptography" },
+    { name = "grpcio" },
+    { name = "grpcio-health-checking" },
+    { name = "grpcio-tools" },
+    { name = "httptools", marker = "sys_platform != 'win32'" },
+    { name = "httpx" },
+    { name = "jsonschema-rs" },
+    { name = "langchain-core" },
+    { name = "langchain-protocol" },
+    { name = "langgraph" },
+    { name = "langgraph-checkpoint" },
+    { name = "langgraph-runtime-inmem" },
+    { name = "langgraph-sdk" },
+    { name = "langsmith", extra = ["otel"] },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
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+    { name = "protobuf" },
+    { name = "pyjwt" },
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+    { name = "starlette" },
+    { name = "structlog" },
+    { name = "tenacity" },
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+    { name = "uuid-utils" },
+    { name = "uvicorn" },
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@@ -1622,7 +1622,7 @@ wheels = [
 
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@@ -1670,7 +1670,7 @@ test = [
 
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@@ -1766,12 +1766,12 @@ test = [
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-    { name = "httpx", marker = "python_full_version < '3.14'" },
+    { name = "click" },
+    { name = "httpx" },
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-    { name = "tomli", marker = "python_full_version < '3.11'" },
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-    { name = "structlog", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "blockbuster" },
+    { name = "croniter" },
+    { name = "langgraph" },
+    { name = "langgraph-checkpoint" },
+    { name = "sse-starlette" },
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@@ -1916,13 +1916,13 @@ dev = [
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     { name = "pytest-mock" },
     { name = "pytest-watch" },
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@@ -1956,9 +1956,9 @@ wheels = [
 
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-    { name = "opentelemetry-sdk", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
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-    { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "googleapis-common-protos" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-common" },
+    { name = "opentelemetry-proto" },
+    { name = "opentelemetry-sdk" },
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 ]
 
 [[package]]

libs/prebuilt/README.md

@@ -37,7 +37,6 @@ uv add langchain-anthropic
 from langchain_anthropic import ChatAnthropic
 from langgraph.prebuilt import create_react_agent
 
-
 # Define the tools for the agent to use
 def search(query: str):
     """Call to surf the web."""
@@ -46,7 +45,6 @@ def search(query: str):
         return "It's 60 degrees and foggy."
     return "It's 90 degrees and sunny."
 
-
 tools = [search]
 model = ChatAnthropic(model="claude-3-7-sonnet-latest")
 
@@ -67,7 +65,6 @@ app.invoke(
 from langgraph.prebuilt import ToolNode
 from langchain_core.messages import AIMessage
 
-
 def search(query: str):
     """Call to surf the web."""
     # This is a placeholder, but don't tell the LLM that...
@@ -75,11 +72,8 @@ def search(query: str):
         return "It's 60 degrees and foggy."
     return "It's 90 degrees and sunny."
 
-
 tool_node = ToolNode([search])
-tool_calls = [
-    {"name": "search", "args": {"query": "what is the weather in sf"}, "id": "1"}
-]
+tool_calls = [{"name": "search", "args": {"query": "what is the weather in sf"}, "id": "1"}]
 ai_message = AIMessage(content="", tool_calls=tool_calls)
 # execute tool call
 tool_node.invoke({"messages": [ai_message]})
@@ -104,17 +98,10 @@ class SelectNumber(BaseModel):
             raise ValueError("Only 37 is allowed")
         return v
 
-
 validation_node = ValidationNode([SelectNumber])
-validation_node.invoke(
-    {
-        "messages": [
-            AIMessage(
-                "", tool_calls=[{"name": "SelectNumber", "args": {"a": 42}, "id": "1"}]
-            )
-        ]
-    }
-)
+validation_node.invoke({
+    "messages": [AIMessage("", tool_calls=[{"name": "SelectNumber", "args": {"a": 42}, "id": "1"}])]
+})
 ```
 
 ## Agent Inbox

libs/prebuilt/uv.lock

@@ -168,7 +168,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { 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 = [
@@ -285,7 +285,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.11"
+version = "1.2.10"
 source = { editable = "../langgraph" }
 dependencies = [
     { name = "langchain-core" },
@@ -369,7 +369,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -417,7 +417,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.2"
+version = "3.1.1"
 source = { editable = "../checkpoint-postgres" }
 dependencies = [
     { name = "langgraph-checkpoint" },
@@ -625,13 +625,13 @@ dev = [
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = "==0.16.1" },
+    { name = "ruff", specifier = "==0.15.20" },
     { name = "starlette" },
     { name = "ty" },
 ]
 lint = [
     { name = "codespell" },
-    { name = "ruff", specifier = "==0.16.1" },
+    { name = "ruff", specifier = "==0.15.20" },
     { name = "starlette" },
     { name = "ty" },
 ]

libs/sdk-py/MIGRATION.md

@@ -87,9 +87,7 @@ async with client.threads.stream(assistant_id="agent") as thread:
 
 ```python
 async with client.threads.stream(assistant_id="agent") as thread:
-    await thread.run.start(
-        input={"messages": [{"role": "user", "content": "book a flight"}]}
-    )
+    await thread.run.start(input={"messages": [{"role": "user", "content": "book a flight"}]})
 
     # Wait for the run to pause at an interrupt node.
     # thread.interrupted becomes True when input.requested arrives.

libs/sdk-py/README.md

@@ -43,9 +43,7 @@ thread = await client.threads.create()
 
 # Start a streaming run
 input = {"messages": [{"role": "human", "content": "what's the weather in la"}]}
-async for chunk in client.runs.stream(
-    thread["thread_id"], agent["assistant_id"], input=input
-):
+async for chunk in client.runs.stream(thread['thread_id'], agent['assistant_id'], input=input):
     print(chunk)
 ```
 
@@ -82,9 +80,9 @@ async with client.threads.stream(
     messages, tool_calls = await asyncio.gather(get_messages(), get_tool_calls())
 
     for stream in messages:
-        print(await stream.text)  # accumulated text
+        print(await stream.text)          # accumulated text
 
-    final = await thread.output  # terminal state values
+    final = await thread.output           # terminal state values
 ```
 
 ## 📕 Releases & Versioning

libs/sdk-py/langgraph_sdk/__init__.py

@@ -1,15 +1,8 @@
 from langgraph_sdk.auth import Auth
 from langgraph_sdk.client import get_client, get_sync_client
 from langgraph_sdk.encryption import Encryption
-from langgraph_sdk.encryption.types import DecryptResult, EncryptionContext
+from langgraph_sdk.encryption.types import EncryptionContext
 
-__version__ = "0.4.3"
+__version__ = "0.4.2"
 
-__all__ = [
-    "Auth",
-    "DecryptResult",
-    "Encryption",
-    "EncryptionContext",
-    "get_client",
-    "get_sync_client",
-]
+__all__ = ["Auth", "Encryption", "EncryptionContext", "get_client", "get_sync_client"]

libs/sdk-py/langgraph_sdk/encryption/__init__.py

@@ -18,9 +18,6 @@ import warnings
 
 from langgraph_sdk.encryption import types
 
-_BlobDecryptorT = typing.TypeVar("_BlobDecryptorT", bound=types.BlobDecryptor)
-_JsonDecryptorT = typing.TypeVar("_JsonDecryptorT", bound=types.JsonDecryptor)
-
 
 class LangGraphBetaWarning(UserWarning):
     """Warning for beta features in LangGraph SDK."""
@@ -144,7 +141,7 @@ class _DecryptDecorators:
     def __init__(self, parent: Encryption):
         self._parent = parent
 
-    def blob(self, fn: _BlobDecryptorT) -> _BlobDecryptorT:
+    def blob(self, fn: types.BlobDecryptor) -> types.BlobDecryptor:
         """Register a blob decryption handler.
 
         The handler will be called to decrypt opaque data like checkpoint blobs.
@@ -152,9 +149,7 @@ class _DecryptDecorators:
         Example:
             ```python
             @encryption.decrypt.blob
-            async def decrypt_blob(
-                ctx: EncryptionContext, blob: bytes
-            ) -> bytes | DecryptResult[bytes]:
+            async def decrypt_blob(ctx: EncryptionContext, blob: bytes) -> bytes:
                 # Decrypt the blob using your encryption service
                 return decrypted_blob
             ```
@@ -175,15 +170,13 @@ class _DecryptDecorators:
         self._parent._blob_decryptor = fn
         return fn
 
-    def json(self, fn: _JsonDecryptorT) -> _JsonDecryptorT:
+    def json(self, fn: types.JsonDecryptor) -> types.JsonDecryptor:
         """Register the JSON decryption handler.
 
         Example:
             ```python
             @encryption.decrypt.json
-            async def decrypt_json(
-                ctx: EncryptionContext, data: dict
-            ) -> dict | DecryptResult[dict]:
+            async def decrypt_json(ctx: EncryptionContext, data: dict) -> dict:
                 # Decrypt the data
                 return decrypt_data(data)
             ```
@@ -376,7 +369,7 @@ class Encryption:
     """Reference to encryption type definitions.
 
     Provides access to all type definitions used in the encryption system,
-    including EncryptionContext, DecryptResult, BlobEncryptor, BlobDecryptor,
+    including EncryptionContext, BlobEncryptor, BlobDecryptor,
     JsonEncryptor, and JsonDecryptor.
     """
 

libs/sdk-py/langgraph_sdk/encryption/types.py

@@ -9,30 +9,10 @@ from __future__ import annotations
 
 import typing
 from collections.abc import Awaitable, Callable
-from dataclasses import dataclass
 
 Json = dict[str, typing.Any]
 """JSON-serializable dictionary type for structured data encryption."""
 
-T = typing.TypeVar("T")
-
-
-@dataclass(frozen=True, slots=True)
-class DecryptResult(typing.Generic[T]):
-    """Decrypted data and optional replacement ciphertext.
-
-    Return this from a decrypt handler when encrypted data should be replaced,
-    such as after rotating its encryption key. Returning plaintext directly
-    remains supported when no replacement is needed.
-
-    Attributes:
-        plaintext: Decrypted data returned to the caller
-        replacement: New encrypted data to persist in place of the input
-    """
-
-    plaintext: T
-    replacement: T | None = None
-
 
 class EncryptionContext:
     """Context passed to encryption/decryption handlers.
@@ -77,9 +57,7 @@ Returns:
     Awaitable that resolves to encrypted bytes
 """
 
-BlobDecryptor = Callable[
-    [EncryptionContext, bytes], Awaitable[bytes | DecryptResult[bytes]]
-]
+BlobDecryptor = Callable[[EncryptionContext, bytes], Awaitable[bytes]]
 """Handler for decrypting opaque blob data like checkpoints.
 
 Note: Must be an async function. Decryption typically involves I/O operations
@@ -90,8 +68,7 @@ Args:
     blob: The encrypted bytes to decrypt
 
 Returns:
-    Awaitable that resolves to decrypted bytes, or a DecryptResult containing
-    decrypted bytes and replacement ciphertext
+    Awaitable that resolves to decrypted bytes
 """
 
 JsonEncryptor = Callable[[EncryptionContext, Json], Awaitable[Json]]
@@ -124,9 +101,7 @@ Returns:
     Awaitable that resolves to encrypted JSON dictionary
 """
 
-JsonDecryptor = Callable[
-    [EncryptionContext, Json], Awaitable[Json | DecryptResult[Json]]
-]
+JsonDecryptor = Callable[[EncryptionContext, Json], Awaitable[Json]]
 """Handler for decrypting structured JSON data.
 
 Note: Must be an async function. Decryption typically involves I/O operations
@@ -140,8 +115,7 @@ Args:
     data: The encrypted JSON dictionary
 
 Returns:
-    Awaitable that resolves to a decrypted JSON dictionary, or a DecryptResult
-    containing decrypted JSON and replacement ciphertext
+    Awaitable that resolves to decrypted JSON dictionary
 """
 
 if typing.TYPE_CHECKING:

libs/sdk-py/langgraph_sdk/schema.py

@@ -963,7 +963,7 @@ class _BaseModelLike(Protocol):
     ) -> dict[str, Any]: ...
 
 
-_JSONLike: TypeAlias = str | int | float | bool | None
+_JSONLike: TypeAlias = None | str | int | float | bool
 _JSONMap: TypeAlias = Mapping[
     str, Union[_JSONLike, list[_JSONLike], "_JSONMap", list["_JSONMap"]]
 ]

libs/sdk-py/pyproject.toml

@@ -36,7 +36,7 @@ test = [
     "pytest-watch",
 ]
 lint = [
-    "ruff==0.16.1",
+    "ruff==0.15.20",
     "codespell",
     "ty",
     "starlette",

libs/sdk-py/tests/test_encryption.py

@@ -1,40 +1,8 @@
-from collections.abc import Awaitable, Callable
-
 import pytest
 
-from langgraph_sdk import DecryptResult, EncryptionContext
 from langgraph_sdk.encryption import DuplicateHandlerError, Encryption
 
 
-def test_decrypt_result():
-    result = DecryptResult(plaintext=b"plain", replacement=b"rotated")
-
-    assert result.plaintext == b"plain"
-    assert result.replacement == b"rotated"
-    assert DecryptResult(plaintext={"plain": True}).replacement is None
-
-
-def test_decrypt_decorators_preserve_return_types():
-    encryption = Encryption()
-
-    @encryption.decrypt.blob
-    async def blob_dec(_ctx: EncryptionContext, data: bytes) -> bytes:
-        return data
-
-    @encryption.decrypt.json
-    async def json_dec(
-        _ctx: EncryptionContext, data: dict[str, object]
-    ) -> dict[str, object]:
-        return data
-
-    blob_handler: Callable[[EncryptionContext, bytes], Awaitable[bytes]] = blob_dec
-    json_handler: Callable[
-        [EncryptionContext, dict[str, object]], Awaitable[dict[str, object]]
-    ] = json_dec
-    assert blob_handler is blob_dec
-    assert json_handler is json_dec
-
-
 class TestHandlerValidation:
     """Test duplicate handler and signature validation."""
 

libs/sdk-py/uv.lock

@@ -154,11 +154,11 @@ wheels = [
 
 [[package]]
 name = "codespell"
-version = "2.4.3"
+version = "2.4.2"
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