feat(checkpoint-postgres): add extended methods and conformance tests

Implements adelete_for_runs, acopy_thread, aprune (and sync counterparts)
for AsyncPostgresSaver and PostgresSaver. Adds conformance test harness
using langgraph-checkpoint-conformance as an editable dev dependency.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

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

@@ -390,6 +390,142 @@ class PostgresSaver(BasePostgresSaver):
                 (str(thread_id),),
             )
 
+    def delete_for_runs(self, run_ids: Sequence[str]) -> None:
+        """Delete all checkpoints and writes for the given run IDs.
+
+        Args:
+            run_ids: The run IDs whose checkpoints should be deleted.
+        """
+        if not run_ids:
+            return
+        with self._cursor(pipeline=True) as cur:
+            cur.execute(
+                """DELETE FROM checkpoint_writes
+                WHERE (thread_id, checkpoint_ns, checkpoint_id) IN (
+                    SELECT thread_id, checkpoint_ns, checkpoint_id
+                    FROM checkpoints
+                    WHERE metadata->>'run_id' = ANY(%s)
+                )""",
+                (list(run_ids),),
+            )
+            cur.execute(
+                """DELETE FROM checkpoint_blobs
+                WHERE (thread_id, checkpoint_ns) IN (
+                    SELECT DISTINCT thread_id, checkpoint_ns
+                    FROM checkpoints
+                    WHERE metadata->>'run_id' = ANY(%s)
+                )
+                AND NOT EXISTS (
+                    SELECT 1 FROM checkpoints c2
+                    WHERE c2.thread_id = checkpoint_blobs.thread_id
+                    AND c2.checkpoint_ns = checkpoint_blobs.checkpoint_ns
+                    AND (c2.metadata->>'run_id' IS NULL OR c2.metadata->>'run_id' != ALL(%s))
+                    AND c2.checkpoint->'channel_versions' ? checkpoint_blobs.channel
+                )""",
+                (list(run_ids), list(run_ids)),
+            )
+            cur.execute(
+                "DELETE FROM checkpoints WHERE metadata->>'run_id' = ANY(%s)",
+                (list(run_ids),),
+            )
+
+    def copy_thread(self, source_thread_id: str, target_thread_id: str) -> None:
+        """Copy all checkpoints and writes from source thread to target thread.
+
+        Args:
+            source_thread_id: The thread ID to copy from.
+            target_thread_id: The thread ID to copy to.
+        """
+        with self._cursor(pipeline=True) as cur:
+            cur.execute(
+                """INSERT INTO checkpoints (thread_id, checkpoint_ns, checkpoint_id, parent_checkpoint_id, checkpoint, metadata)
+                SELECT %s, checkpoint_ns, checkpoint_id, parent_checkpoint_id, checkpoint, metadata
+                FROM checkpoints
+                WHERE thread_id = %s
+                ON CONFLICT (thread_id, checkpoint_ns, checkpoint_id) DO NOTHING""",
+                (target_thread_id, source_thread_id),
+            )
+            cur.execute(
+                """INSERT INTO checkpoint_blobs (thread_id, checkpoint_ns, channel, version, type, blob)
+                SELECT %s, checkpoint_ns, channel, version, type, blob
+                FROM checkpoint_blobs
+                WHERE thread_id = %s
+                ON CONFLICT (thread_id, checkpoint_ns, channel, version) DO NOTHING""",
+                (target_thread_id, source_thread_id),
+            )
+            cur.execute(
+                """INSERT INTO checkpoint_writes (thread_id, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, blob)
+                SELECT %s, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, blob
+                FROM checkpoint_writes
+                WHERE thread_id = %s
+                ON CONFLICT (thread_id, checkpoint_ns, checkpoint_id, task_id, idx) DO NOTHING""",
+                (target_thread_id, source_thread_id),
+            )
+
+    def prune(
+        self,
+        thread_ids: Sequence[str],
+        *,
+        strategy: str = "keep_latest",
+    ) -> None:
+        """Prune checkpoints for given threads.
+
+        Args:
+            thread_ids: The thread IDs to prune.
+            strategy: `"keep_latest"` keeps only the latest checkpoint per
+                thread+namespace. `"delete"` removes everything.
+        """
+        if not thread_ids:
+            return
+        if strategy == "delete":
+            with self._cursor(pipeline=True) as cur:
+                cur.execute(
+                    "DELETE FROM checkpoints WHERE thread_id = ANY(%s)",
+                    (list(thread_ids),),
+                )
+                cur.execute(
+                    "DELETE FROM checkpoint_blobs WHERE thread_id = ANY(%s)",
+                    (list(thread_ids),),
+                )
+                cur.execute(
+                    "DELETE FROM checkpoint_writes WHERE thread_id = ANY(%s)",
+                    (list(thread_ids),),
+                )
+        elif strategy == "keep_latest":
+            with self._cursor(pipeline=True) as cur:
+                cur.execute(
+                    """DELETE FROM checkpoints
+                    WHERE thread_id = ANY(%s)
+                    AND (thread_id, checkpoint_ns, checkpoint_id) NOT IN (
+                        SELECT DISTINCT ON (thread_id, checkpoint_ns)
+                            thread_id, checkpoint_ns, checkpoint_id
+                        FROM checkpoints
+                        WHERE thread_id = ANY(%s)
+                        ORDER BY thread_id, checkpoint_ns, checkpoint_id DESC
+                    )""",
+                    (list(thread_ids), list(thread_ids)),
+                )
+                cur.execute(
+                    """DELETE FROM checkpoint_writes
+                    WHERE thread_id = ANY(%s)
+                    AND (thread_id, checkpoint_ns, checkpoint_id) NOT IN (
+                        SELECT thread_id, checkpoint_ns, checkpoint_id
+                        FROM checkpoints
+                        WHERE thread_id = ANY(%s)
+                    )""",
+                    (list(thread_ids), list(thread_ids)),
+                )
+                cur.execute(
+                    """DELETE FROM checkpoint_blobs
+                    WHERE thread_id = ANY(%s)
+                    AND NOT EXISTS (
+                        SELECT 1 FROM checkpoints c
+                        WHERE c.thread_id = checkpoint_blobs.thread_id
+                        AND c.checkpoint_ns = checkpoint_blobs.checkpoint_ns
+                    )""",
+                    (list(thread_ids),),
+                )
+
     @contextmanager
     def _cursor(self, *, pipeline: bool = False) -> Iterator[Cursor[DictRow]]:
         """Create a database cursor as a context manager.

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

@@ -349,6 +349,152 @@ class AsyncPostgresSaver(BasePostgresSaver):
                 (str(thread_id),),
             )
 
+    async def adelete_for_runs(self, run_ids: Sequence[str]) -> None:
+        """Delete all checkpoints and writes for the given run IDs.
+
+        Args:
+            run_ids: The run IDs whose checkpoints should be deleted.
+        """
+        if not run_ids:
+            return
+        async with self._cursor(pipeline=True) as cur:
+            # Delete writes associated with checkpoints that have matching run_ids
+            await cur.execute(
+                """DELETE FROM checkpoint_writes
+                WHERE (thread_id, checkpoint_ns, checkpoint_id) IN (
+                    SELECT thread_id, checkpoint_ns, checkpoint_id
+                    FROM checkpoints
+                    WHERE metadata->>'run_id' = ANY(%s)
+                )""",
+                (list(run_ids),),
+            )
+            # Delete blobs associated with checkpoints that have matching run_ids
+            # We need to delete blobs for channels referenced by these checkpoints
+            await cur.execute(
+                """DELETE FROM checkpoint_blobs
+                WHERE (thread_id, checkpoint_ns) IN (
+                    SELECT DISTINCT thread_id, checkpoint_ns
+                    FROM checkpoints
+                    WHERE metadata->>'run_id' = ANY(%s)
+                )
+                AND NOT EXISTS (
+                    SELECT 1 FROM checkpoints c2
+                    WHERE c2.thread_id = checkpoint_blobs.thread_id
+                    AND c2.checkpoint_ns = checkpoint_blobs.checkpoint_ns
+                    AND (c2.metadata->>'run_id' IS NULL OR c2.metadata->>'run_id' != ALL(%s))
+                    AND c2.checkpoint->'channel_versions' ? checkpoint_blobs.channel
+                )""",
+                (list(run_ids), list(run_ids)),
+            )
+            # Delete the checkpoints themselves
+            await cur.execute(
+                "DELETE FROM checkpoints WHERE metadata->>'run_id' = ANY(%s)",
+                (list(run_ids),),
+            )
+
+    async def acopy_thread(self, source_thread_id: str, target_thread_id: str) -> None:
+        """Copy all checkpoints and writes from source thread to target thread.
+
+        Args:
+            source_thread_id: The thread ID to copy from.
+            target_thread_id: The thread ID to copy to.
+        """
+        async with self._cursor(pipeline=True) as cur:
+            # Copy checkpoints
+            await cur.execute(
+                """INSERT INTO checkpoints (thread_id, checkpoint_ns, checkpoint_id, parent_checkpoint_id, checkpoint, metadata)
+                SELECT %s, checkpoint_ns, checkpoint_id, parent_checkpoint_id, checkpoint, metadata
+                FROM checkpoints
+                WHERE thread_id = %s
+                ON CONFLICT (thread_id, checkpoint_ns, checkpoint_id) DO NOTHING""",
+                (target_thread_id, source_thread_id),
+            )
+            # Copy blobs
+            await cur.execute(
+                """INSERT INTO checkpoint_blobs (thread_id, checkpoint_ns, channel, version, type, blob)
+                SELECT %s, checkpoint_ns, channel, version, type, blob
+                FROM checkpoint_blobs
+                WHERE thread_id = %s
+                ON CONFLICT (thread_id, checkpoint_ns, channel, version) DO NOTHING""",
+                (target_thread_id, source_thread_id),
+            )
+            # Copy writes
+            await cur.execute(
+                """INSERT INTO checkpoint_writes (thread_id, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, blob)
+                SELECT %s, checkpoint_ns, checkpoint_id, task_id, task_path, idx, channel, type, blob
+                FROM checkpoint_writes
+                WHERE thread_id = %s
+                ON CONFLICT (thread_id, checkpoint_ns, checkpoint_id, task_id, idx) DO NOTHING""",
+                (target_thread_id, source_thread_id),
+            )
+
+    async def aprune(
+        self,
+        thread_ids: Sequence[str],
+        *,
+        strategy: str = "keep_latest",
+    ) -> None:
+        """Prune checkpoints for given threads.
+
+        Args:
+            thread_ids: The thread IDs to prune.
+            strategy: `"keep_latest"` keeps only the latest checkpoint per
+                thread+namespace. `"delete"` removes everything.
+        """
+        if not thread_ids:
+            return
+        if strategy == "delete":
+            async with self._cursor(pipeline=True) as cur:
+                await cur.execute(
+                    "DELETE FROM checkpoints WHERE thread_id = ANY(%s)",
+                    (list(thread_ids),),
+                )
+                await cur.execute(
+                    "DELETE FROM checkpoint_blobs WHERE thread_id = ANY(%s)",
+                    (list(thread_ids),),
+                )
+                await cur.execute(
+                    "DELETE FROM checkpoint_writes WHERE thread_id = ANY(%s)",
+                    (list(thread_ids),),
+                )
+        elif strategy == "keep_latest":
+            async with self._cursor(pipeline=True) as cur:
+                # Delete non-latest checkpoints
+                await cur.execute(
+                    """DELETE FROM checkpoints
+                    WHERE thread_id = ANY(%s)
+                    AND (thread_id, checkpoint_ns, checkpoint_id) NOT IN (
+                        SELECT DISTINCT ON (thread_id, checkpoint_ns)
+                            thread_id, checkpoint_ns, checkpoint_id
+                        FROM checkpoints
+                        WHERE thread_id = ANY(%s)
+                        ORDER BY thread_id, checkpoint_ns, checkpoint_id DESC
+                    )""",
+                    (list(thread_ids), list(thread_ids)),
+                )
+                # Delete writes for removed checkpoints (keep only writes for remaining checkpoints)
+                await cur.execute(
+                    """DELETE FROM checkpoint_writes
+                    WHERE thread_id = ANY(%s)
+                    AND (thread_id, checkpoint_ns, checkpoint_id) NOT IN (
+                        SELECT thread_id, checkpoint_ns, checkpoint_id
+                        FROM checkpoints
+                        WHERE thread_id = ANY(%s)
+                    )""",
+                    (list(thread_ids), list(thread_ids)),
+                )
+                # Clean up orphaned blobs
+                await cur.execute(
+                    """DELETE FROM checkpoint_blobs
+                    WHERE thread_id = ANY(%s)
+                    AND NOT EXISTS (
+                        SELECT 1 FROM checkpoints c
+                        WHERE c.thread_id = checkpoint_blobs.thread_id
+                        AND c.checkpoint_ns = checkpoint_blobs.checkpoint_ns
+                    )""",
+                    (list(thread_ids),),
+                )
+
     @asynccontextmanager
     async def _cursor(
         self, *, pipeline: bool = False
@@ -578,5 +724,43 @@ class AsyncPostgresSaver(BasePostgresSaver):
             self.adelete_thread(thread_id), self.loop
         ).result()
 
+    def delete_for_runs(self, run_ids: Sequence[str]) -> None:
+        """Delete all checkpoints and writes for the given run IDs.
+
+        Args:
+            run_ids: The run IDs whose checkpoints should be deleted.
+        """
+        return asyncio.run_coroutine_threadsafe(
+            self.adelete_for_runs(run_ids), self.loop
+        ).result()
+
+    def copy_thread(self, source_thread_id: str, target_thread_id: str) -> None:
+        """Copy all checkpoints and writes from source thread to target thread.
+
+        Args:
+            source_thread_id: The thread ID to copy from.
+            target_thread_id: The thread ID to copy to.
+        """
+        return asyncio.run_coroutine_threadsafe(
+            self.acopy_thread(source_thread_id, target_thread_id), self.loop
+        ).result()
+
+    def prune(
+        self,
+        thread_ids: Sequence[str],
+        *,
+        strategy: str = "keep_latest",
+    ) -> None:
+        """Prune checkpoints for given threads.
+
+        Args:
+            thread_ids: The thread IDs to prune.
+            strategy: `"keep_latest"` keeps only the latest checkpoint per
+                thread+namespace. `"delete"` removes everything.
+        """
+        return asyncio.run_coroutine_threadsafe(
+            self.aprune(thread_ids, strategy=strategy), self.loop
+        ).result()
+
 
 __all__ = ["AsyncPostgresSaver", "AsyncShallowPostgresSaver", "Conn"]

libs/checkpoint-postgres/pyproject.toml

@@ -32,6 +32,7 @@ test = [
   "pytest-mock",
   "psycopg[binary]",
   "langgraph-checkpoint",
+  "langgraph-checkpoint-conformance",
   "pytest-watcher",
 ]
 lint = [
@@ -49,6 +50,7 @@ default-groups = ['dev']
 
 [tool.uv.sources]
 langgraph-checkpoint = { path = "../checkpoint", editable = true }
+langgraph-checkpoint-conformance = { path = "../checkpoint-conformance", editable = true }
 
 [tool.hatch.build.targets.wheel]
 include = ["langgraph"]

libs/checkpoint-postgres/tests/test_conformance.py

@@ -0,0 +1,56 @@
+"""Conformance tests for AsyncPostgresSaver."""
+# mypy: disable-error-code="import-untyped"
+
+from __future__ import annotations
+
+from collections.abc import AsyncGenerator
+from uuid import uuid4
+
+import pytest
+from langgraph.checkpoint.conformance import checkpointer_test, validate
+from langgraph.checkpoint.conformance.report import ProgressCallbacks
+from psycopg import AsyncConnection
+from psycopg.rows import dict_row
+
+from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver
+from tests.conftest import DEFAULT_POSTGRES_URI
+
+
+async def pg_lifespan() -> AsyncGenerator[None, None]:
+    """No-op lifespan; databases are created per-checkpointer instance."""
+    yield
+
+
+@checkpointer_test(name="AsyncPostgresSaver", lifespan=pg_lifespan)
+async def postgres_checkpointer() -> AsyncGenerator[AsyncPostgresSaver, None]:
+    database = f"test_{uuid4().hex[:16]}"
+    async with await AsyncConnection.connect(
+        DEFAULT_POSTGRES_URI, autocommit=True
+    ) as conn:
+        await conn.execute(f"CREATE DATABASE {database}")
+    try:
+        async with await AsyncConnection.connect(
+            DEFAULT_POSTGRES_URI + database,
+            autocommit=True,
+            prepare_threshold=0,
+            row_factory=dict_row,
+        ) as conn:
+            saver = AsyncPostgresSaver(conn)
+            await saver.setup()
+            yield saver
+    finally:
+        async with await AsyncConnection.connect(
+            DEFAULT_POSTGRES_URI, autocommit=True
+        ) as conn:
+            await conn.execute(f"DROP DATABASE {database}")
+
+
+@pytest.mark.asyncio
+async def test_full_conformance() -> None:
+    """AsyncPostgresSaver passes ALL conformance tests."""
+    report = await validate(
+        postgres_checkpointer,
+        progress=ProgressCallbacks.verbose(),
+    )
+    report.print_report()
+    assert report.passed_all(), f"Conformance failed: {report.to_dict()}"

libs/checkpoint-postgres/uv.lock

@@ -304,6 +304,33 @@ test = [
     { name = "redis" },
 ]
 
+[[package]]
+name = "langgraph-checkpoint-conformance"
+version = "0.0.1"
+source = { editable = "../checkpoint-conformance" }
+dependencies = [
+    { name = "langgraph-checkpoint" },
+]
+
+[package.metadata]
+requires-dist = [{ name = "langgraph-checkpoint", specifier = ">=2.0.0" }]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "ruff" },
+    { name = "ty" },
+]
+lint = [
+    { name = "ruff" },
+    { name = "ty" },
+]
+test = [
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+]
+
 [[package]]
 name = "langgraph-checkpoint-postgres"
 version = "3.0.4"
@@ -320,6 +347,7 @@ dev = [
     { name = "anyio" },
     { name = "codespell" },
     { name = "langgraph-checkpoint" },
+    { name = "langgraph-checkpoint-conformance" },
     { name = "mypy" },
     { name = "psycopg", extra = ["binary"] },
     { name = "pytest" },
@@ -336,6 +364,7 @@ lint = [
 test = [
     { name = "anyio" },
     { name = "langgraph-checkpoint" },
+    { name = "langgraph-checkpoint-conformance" },
     { name = "psycopg", extra = ["binary"] },
     { name = "pytest" },
     { name = "pytest-asyncio" },
@@ -356,6 +385,7 @@ dev = [
     { name = "anyio" },
     { name = "codespell" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
     { name = "mypy" },
     { name = "psycopg", extras = ["binary"] },
     { name = "pytest" },
@@ -372,6 +402,7 @@ lint = [
 test = [
     { name = "anyio" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
     { name = "psycopg", extras = ["binary"] },
     { name = "pytest" },
     { name = "pytest-asyncio" },

libs/cli/js-examples/yarn.lock

@@ -3533,9 +3533,9 @@ js-tokens@^4.0.0:
   integrity sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==
 
 js-yaml@^3.13.1:
-  version "3.14.1"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-3.14.1.tgz#dae812fdb3825fa306609a8717383c50c36a0537"
-  integrity sha512-okMH7OXXJ7YrN9Ok3/SXrnu4iX9yOk+25nqX4imS2npuvTYDmo/QEZoqwZkYaIDk3jVvBOTOIEgEhaLOynBS9g==
+  version "3.14.2"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-3.14.2.tgz#77485ce1dd7f33c061fd1b16ecea23b55fcb04b0"
+  integrity sha512-PMSmkqxr106Xa156c2M265Z+FTrPl+oxd/rgOQy2tijQeK5TxQ43psO1ZCwhVOSdnn+RzkzlRz/eY4BgJBYVpg==
   dependencies:
     argparse "^1.0.7"
     esprima "^4.0.0"

libs/cli/langgraph_cli/config.py

@@ -678,6 +678,51 @@ def _update_encryption_path(
     )
 
 
+def _update_checkpointer_path(
+    config_path: pathlib.Path, config: Config, local_deps: LocalDeps
+) -> None:
+    """Update checkpointer.path to use Docker container paths."""
+    checkpointer_conf = config.get("checkpointer")
+    if not checkpointer_conf or not isinstance(checkpointer_conf, dict):
+        return
+    if not (path_str := checkpointer_conf.get("path")):
+        return
+
+    module_str, sep, attr_str = path_str.partition(":")
+    if not sep or not module_str.startswith("."):
+        return  # Already validated or absolute path
+
+    resolved = config_path.parent / module_str
+    if not resolved.exists():
+        raise FileNotFoundError(
+            f"Checkpointer file not found: {resolved} (from {path_str})"
+        )
+    if not resolved.is_file():
+        raise IsADirectoryError(f"Checkpointer path must be a file: {resolved}")
+
+    # Check faux packages first (higher priority)
+    for faux_path, (_, destpath) in local_deps.faux_pkgs.items():
+        if resolved.is_relative_to(faux_path):
+            new_path = f"{destpath}/{resolved.relative_to(faux_path)}:{attr_str}"
+            checkpointer_conf["path"] = new_path
+            return
+
+    # Check real packages
+    for real_path in local_deps.real_pkgs:
+        if resolved.is_relative_to(real_path):
+            new_path = (
+                f"/deps/{real_path.name}/{resolved.relative_to(real_path)}:{attr_str}"
+            )
+            checkpointer_conf["path"] = new_path
+            return
+
+    raise ValueError(
+        f"Checkpointer file '{resolved}' not covered by dependencies.\n"
+        "Add its parent directory to the 'dependencies' array in your config.\n"
+        f"Current dependencies: {config['dependencies']}"
+    )
+
+
 def _update_http_app_path(
     config_path: pathlib.Path, config: Config, local_deps: LocalDeps
 ) -> None:
@@ -877,6 +922,8 @@ def python_config_to_docker(
     _update_auth_path(config_path, config, local_deps)
     # Rewrite encryption path, so it points to the correct location in the Docker container
     _update_encryption_path(config_path, config, local_deps)
+    # Rewrite checkpointer path, so it points to the correct location in the Docker container
+    _update_checkpointer_path(config_path, config, local_deps)
     # Rewrite HTTP app path, so it points to the correct location in the Docker container
     _update_http_app_path(config_path, config, local_deps)
 

libs/cli/langgraph_cli/schemas.py

@@ -167,6 +167,26 @@ class CheckpointerConfig(TypedDict, total=False):
     If omitted, no checkpointer is set up (the object store will still be present, however).
     """
 
+    path: str
+    """Import path to an async context manager that yields a `BaseCheckpointSaver`
+    instance.
+
+    The referenced object should be an `@asynccontextmanager`-decorated function
+    so that the server can properly manage the checkpointer's lifecycle (e.g.
+    opening and closing connections).
+
+    Examples:
+    - "./my_checkpointer.py:create_checkpointer"
+    - "my_package.checkpointer:create_checkpointer"
+
+    When provided, this replaces the default checkpointer.
+
+    You can use the `langgraph-checkpoint-conformance` package
+    (https://pypi.org/project/langgraph-checkpoint-conformance/) to run simple
+    conformance tests against your custom checkpointer and catch
+    incompatibilities early.
+    """
+
     ttl: ThreadTTLConfig | None
     """Optional. Defines the TTL (time-to-live) behavior configuration.
     

libs/cli/schemas/schema.json

@@ -542,6 +542,10 @@
       "description": "Configuration for the built-in checkpointer, which handles checkpointing of state.\n\nIf omitted, no checkpointer is set up (the object store will still be present, however).",
       "type": "object",
       "properties": {
+        "path": {
+          "type": "string",
+          "description": "Import path to an async context manager that yields a `BaseCheckpointSaver`\ninstance.\n\nThe referenced object should be an `@asynccontextmanager`-decorated function\nso that the server can properly manage the checkpointer's lifecycle (e.g.\nopening and closing connections).\n"
+        },
         "serde": {
           "anyOf": [
             {

libs/cli/schemas/schema.v0.json

@@ -542,6 +542,10 @@
       "description": "Configuration for the built-in checkpointer, which handles checkpointing of state.\n\nIf omitted, no checkpointer is set up (the object store will still be present, however).",
       "type": "object",
       "properties": {
+        "path": {
+          "type": "string",
+          "description": "Import path to an async context manager that yields a `BaseCheckpointSaver`\ninstance.\n\nThe referenced object should be an `@asynccontextmanager`-decorated function\nso that the server can properly manage the checkpointer's lifecycle (e.g.\nopening and closing connections).\n"
+        },
         "serde": {
           "anyOf": [
             {

libs/langgraph/uv.lock

@@ -1617,6 +1617,7 @@ dev = [
     { name = "anyio" },
     { name = "codespell" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
     { name = "mypy" },
     { name = "psycopg", extras = ["binary"] },
     { name = "pytest" },
@@ -1633,6 +1634,7 @@ lint = [
 test = [
     { name = "anyio" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
     { name = "psycopg", extras = ["binary"] },
     { name = "pytest" },
     { name = "pytest-asyncio" },

libs/prebuilt/uv.lock

@@ -421,6 +421,7 @@ dev = [
     { name = "anyio" },
     { name = "codespell" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
     { name = "mypy" },
     { name = "psycopg", extras = ["binary"] },
     { name = "pytest" },
@@ -437,6 +438,7 @@ lint = [
 test = [
     { name = "anyio" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
     { name = "psycopg", extras = ["binary"] },
     { name = "pytest" },
     { name = "pytest-asyncio" },

libs/sdk-py/langgraph_sdk/__init__.py

@@ -3,6 +3,6 @@ from langgraph_sdk.client import get_client, get_sync_client
 from langgraph_sdk.encryption import Encryption
 from langgraph_sdk.encryption.types import EncryptionContext
 
-__version__ = "0.3.7"
+__version__ = "0.3.8"
 
 __all__ = ["Auth", "Encryption", "EncryptionContext", "get_client", "get_sync_client"]

libs/sdk-py/langgraph_sdk/_async/cron.py

@@ -2,7 +2,8 @@
 
 from __future__ import annotations
 
-from collections.abc import Mapping
+import warnings
+from collections.abc import Mapping, Sequence
 from datetime import datetime
 from typing import Any
 
@@ -14,11 +15,13 @@ from langgraph_sdk.schema import (
     Cron,
     CronSelectField,
     CronSortBy,
+    Durability,
     Input,
     OnCompletionBehavior,
     QueryParamTypes,
     Run,
     SortOrder,
+    StreamMode,
 )
 
 
@@ -60,13 +63,17 @@ class CronClient:
         metadata: Mapping[str, Any] | None = None,
         config: Config | None = None,
         context: Context | None = None,
-        checkpoint_during: bool | None = None,
+        checkpoint_during: bool | None = None,  # deprecated
         interrupt_before: All | list[str] | None = None,
         interrupt_after: All | list[str] | None = None,
         webhook: str | None = None,
         multitask_strategy: str | None = None,
         end_time: datetime | None = None,
         enabled: bool | None = None,
+        stream_mode: StreamMode | Sequence[StreamMode] | None = None,
+        stream_subgraphs: bool | None = None,
+        stream_resumable: bool | None = None,
+        durability: Durability | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> Run:
@@ -83,7 +90,7 @@ class CronClient:
             config: The configuration for the assistant.
             context: Static context to add to the assistant.
                 !!! version-added "Added in version 0.6.0"
-            checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption).
+            checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption).
             interrupt_before: Nodes to interrupt immediately before they get executed.
 
             interrupt_after: Nodes to Nodes to interrupt immediately after they get executed.
@@ -93,6 +100,13 @@ class CronClient:
                 Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
             end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
             enabled: Whether the cron job is enabled or not.
+            stream_mode: The stream mode(s) to use.
+            stream_subgraphs: Whether to stream output from subgraphs.
+            stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
+            durability: Durability level for the run. Must be one of 'sync', 'async', or 'exit'.
+                "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
+                "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
+                "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
             headers: Optional custom headers to include with the request.
             params: Optional query parameters to include with the request.
 
@@ -118,6 +132,13 @@ class CronClient:
             )
             ```
         """
+        if checkpoint_during is not None:
+            warnings.warn(
+                "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+
         payload = {
             "schedule": schedule,
             "input": input,
@@ -131,6 +152,10 @@ class CronClient:
             "webhook": webhook,
             "end_time": end_time.isoformat() if end_time else None,
             "enabled": enabled,
+            "stream_mode": stream_mode,
+            "stream_subgraphs": stream_subgraphs,
+            "stream_resumable": stream_resumable,
+            "durability": durability,
         }
         if multitask_strategy:
             payload["multitask_strategy"] = multitask_strategy
@@ -151,7 +176,7 @@ class CronClient:
         metadata: Mapping[str, Any] | None = None,
         config: Config | None = None,
         context: Context | None = None,
-        checkpoint_during: bool | None = None,
+        checkpoint_during: bool | None = None,  # deprecated
         interrupt_before: All | list[str] | None = None,
         interrupt_after: All | list[str] | None = None,
         webhook: str | None = None,
@@ -159,6 +184,10 @@ class CronClient:
         multitask_strategy: str | None = None,
         end_time: datetime | None = None,
         enabled: bool | None = None,
+        stream_mode: StreamMode | Sequence[StreamMode] | None = None,
+        stream_subgraphs: bool | None = None,
+        stream_resumable: bool | None = None,
+        durability: Durability | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> Run:
@@ -174,7 +203,7 @@ class CronClient:
             config: The configuration for the assistant.
             context: Static context to add to the assistant.
                 !!! version-added "Added in version 0.6.0"
-            checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption).
+            checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption).
             interrupt_before: Nodes to interrupt immediately before they get executed.
             interrupt_after: Nodes to Nodes to interrupt immediately after they get executed.
             webhook: Webhook to call after LangGraph API call is done.
@@ -186,6 +215,13 @@ class CronClient:
                 Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
             end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
             enabled: Whether the cron job is enabled or not.
+            stream_mode: The stream mode(s) to use.
+            stream_subgraphs: Whether to stream output from subgraphs.
+            stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
+            durability: Durability level for the run. Must be one of 'sync', 'async', or 'exit'.
+                "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
+                "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
+                "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
             headers: Optional custom headers to include with the request.
             params: Optional query parameters to include with the request.
 
@@ -211,6 +247,13 @@ class CronClient:
             ```
 
         """
+        if checkpoint_during is not None:
+            warnings.warn(
+                "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+
         payload = {
             "schedule": schedule,
             "input": input,
@@ -225,6 +268,10 @@ class CronClient:
             "on_run_completed": on_run_completed,
             "end_time": end_time.isoformat() if end_time else None,
             "enabled": enabled,
+            "stream_mode": stream_mode,
+            "stream_subgraphs": stream_subgraphs,
+            "stream_resumable": stream_resumable,
+            "durability": durability,
         }
         if multitask_strategy:
             payload["multitask_strategy"] = multitask_strategy
@@ -277,6 +324,10 @@ class CronClient:
         interrupt_after: All | list[str] | None = None,
         on_run_completed: OnCompletionBehavior | None = None,
         enabled: bool | None = None,
+        stream_mode: StreamMode | Sequence[StreamMode] | None = None,
+        stream_subgraphs: bool | None = None,
+        stream_resumable: bool | None = None,
+        durability: Durability | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> Cron:
@@ -299,6 +350,10 @@ class CronClient:
                 after execution. 'keep' creates a new thread for each execution but does not
                 clean them up.
             enabled: Enable or disable the cron job.
+            stream_mode: The stream mode(s) to use.
+            stream_subgraphs: Whether to stream output from subgraphs.
+            stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
+            durability: Durability level for the run. Must be one of 'sync', 'async', or 'exit'.
             headers: Optional custom headers to include with the request.
             params: Optional query parameters to include with the request.
 
@@ -329,6 +384,10 @@ class CronClient:
             "interrupt_after": interrupt_after,
             "on_run_completed": on_run_completed,
             "enabled": enabled,
+            "stream_mode": stream_mode,
+            "stream_subgraphs": stream_subgraphs,
+            "stream_resumable": stream_resumable,
+            "durability": durability,
         }
         payload = {k: v for k, v in payload.items() if v is not None}
         return await self.http.patch(

libs/sdk-py/langgraph_sdk/_sync/cron.py

@@ -2,7 +2,8 @@
 
 from __future__ import annotations
 
-from collections.abc import Mapping
+import warnings
+from collections.abc import Mapping, Sequence
 from datetime import datetime
 from typing import Any
 
@@ -14,11 +15,13 @@ from langgraph_sdk.schema import (
     Cron,
     CronSelectField,
     CronSortBy,
+    Durability,
     Input,
     OnCompletionBehavior,
     QueryParamTypes,
     Run,
     SortOrder,
+    StreamMode,
 )
 
 
@@ -54,13 +57,17 @@ class SyncCronClient:
         metadata: Mapping[str, Any] | None = None,
         config: Config | None = None,
         context: Context | None = None,
-        checkpoint_during: bool | None = None,
+        checkpoint_during: bool | None = None,  # deprecated
         interrupt_before: All | list[str] | None = None,
         interrupt_after: All | list[str] | None = None,
         webhook: str | None = None,
         multitask_strategy: str | None = None,
         end_time: datetime | None = None,
         enabled: bool | None = None,
+        stream_mode: StreamMode | Sequence[StreamMode] | None = None,
+        stream_subgraphs: bool | None = None,
+        stream_resumable: bool | None = None,
+        durability: Durability | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> Run:
@@ -77,7 +84,7 @@ class SyncCronClient:
             config: The configuration for the assistant.
             context: Static context to add to the assistant.
                 !!! version-added "Added in version 0.6.0"
-            checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption).
+            checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption).
             interrupt_before: Nodes to interrupt immediately before they get executed.
             interrupt_after: Nodes to Nodes to interrupt immediately after they get executed.
             webhook: Webhook to call after LangGraph API call is done.
@@ -85,6 +92,13 @@ class SyncCronClient:
                 Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
             end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
             enabled: Whether the cron job is enabled. By default, it is considered enabled.
+            stream_mode: The stream mode(s) to use.
+            stream_subgraphs: Whether to stream output from subgraphs.
+            stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
+            durability: Durability level for the run. Must be one of 'sync', 'async', or 'exit'.
+                "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
+                "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
+                "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
             headers: Optional custom headers to include with the request.
 
         Returns:
@@ -109,6 +123,13 @@ class SyncCronClient:
             )
             ```
         """
+        if checkpoint_during is not None:
+            warnings.warn(
+                "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+
         payload = {
             "schedule": schedule,
             "input": input,
@@ -123,6 +144,10 @@ class SyncCronClient:
             "multitask_strategy": multitask_strategy,
             "end_time": end_time.isoformat() if end_time else None,
             "enabled": enabled,
+            "stream_mode": stream_mode,
+            "stream_subgraphs": stream_subgraphs,
+            "stream_resumable": stream_resumable,
+            "durability": durability,
         }
         payload = {k: v for k, v in payload.items() if v is not None}
         return self.http.post(
@@ -141,7 +166,7 @@ class SyncCronClient:
         metadata: Mapping[str, Any] | None = None,
         config: Config | None = None,
         context: Context | None = None,
-        checkpoint_during: bool | None = None,
+        checkpoint_during: bool | None = None,  # deprecated
         interrupt_before: All | list[str] | None = None,
         interrupt_after: All | list[str] | None = None,
         webhook: str | None = None,
@@ -149,6 +174,10 @@ class SyncCronClient:
         multitask_strategy: str | None = None,
         end_time: datetime | None = None,
         enabled: bool | None = None,
+        stream_mode: StreamMode | Sequence[StreamMode] | None = None,
+        stream_subgraphs: bool | None = None,
+        stream_resumable: bool | None = None,
+        durability: Durability | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> Run:
@@ -164,7 +193,7 @@ class SyncCronClient:
             config: The configuration for the assistant.
             context: Static context to add to the assistant.
                 !!! version-added "Added in version 0.6.0"
-            checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption).
+            checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption).
             interrupt_before: Nodes to interrupt immediately before they get executed.
             interrupt_after: Nodes to Nodes to interrupt immediately after they get executed.
             webhook: Webhook to call after LangGraph API call is done.
@@ -176,6 +205,13 @@ class SyncCronClient:
                 Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.
             end_time: The time to stop running the cron job. If not provided, the cron job will run indefinitely.
             enabled: Whether the cron job is enabled. By default, it is considered enabled.
+            stream_mode: The stream mode(s) to use.
+            stream_subgraphs: Whether to stream output from subgraphs.
+            stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
+            durability: Durability level for the run. Must be one of 'sync', 'async', or 'exit'.
+                "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
+                "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
+                "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
             headers: Optional custom headers to include with the request.
 
         Returns:
@@ -201,6 +237,13 @@ class SyncCronClient:
             ```
 
         """
+        if checkpoint_during is not None:
+            warnings.warn(
+                "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+
         payload = {
             "schedule": schedule,
             "input": input,
@@ -216,6 +259,10 @@ class SyncCronClient:
             "multitask_strategy": multitask_strategy,
             "end_time": end_time.isoformat() if end_time else None,
             "enabled": enabled,
+            "stream_mode": stream_mode,
+            "stream_subgraphs": stream_subgraphs,
+            "stream_resumable": stream_resumable,
+            "durability": durability,
         }
         payload = {k: v for k, v in payload.items() if v is not None}
         return self.http.post(
@@ -266,6 +313,10 @@ class SyncCronClient:
         interrupt_after: All | list[str] | None = None,
         on_run_completed: OnCompletionBehavior | None = None,
         enabled: bool | None = None,
+        stream_mode: StreamMode | Sequence[StreamMode] | None = None,
+        stream_subgraphs: bool | None = None,
+        stream_resumable: bool | None = None,
+        durability: Durability | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> Cron:
@@ -288,6 +339,10 @@ class SyncCronClient:
                 after execution. 'keep' creates a new thread for each execution but does not
                 clean them up.
             enabled: Enable or disable the cron job.
+            stream_mode: The stream mode(s) to use.
+            stream_subgraphs: Whether to stream output from subgraphs.
+            stream_resumable: Whether to persist the stream chunks in order to resume the stream later.
+            durability: Durability level for the run. Must be one of 'sync', 'async', or 'exit'.
             headers: Optional custom headers to include with the request.
             params: Optional query parameters to include with the request.
 
@@ -318,6 +373,10 @@ class SyncCronClient:
             "interrupt_after": interrupt_after,
             "on_run_completed": on_run_completed,
             "enabled": enabled,
+            "stream_mode": stream_mode,
+            "stream_subgraphs": stream_subgraphs,
+            "stream_resumable": stream_resumable,
+            "durability": durability,
         }
         payload = {k: v for k, v in payload.items() if v is not None}
         return self.http.patch(

libs/sdk-py/langgraph_sdk/schema.py

@@ -424,6 +424,14 @@ class CronUpdate(TypedDict, total=False):
     """What to do with the thread after the run completes."""
     enabled: bool
     """Enable or disable the cron job."""
+    stream_mode: StreamMode | list[StreamMode]
+    """The stream mode(s) to use."""
+    stream_subgraphs: bool
+    """Whether to stream output from subgraphs."""
+    stream_resumable: bool
+    """Whether to persist the stream chunks in order to resume the stream later."""
+    durability: Durability
+    """Durability level for the run. Must be one of 'sync', 'async', or 'exit'."""
 
 
 # Select field aliases for client-side typing of `select` parameters.