Compare commits

...
6 Commits
Author SHA1 Message Date
William Fu-Hinthorn df1f8e164e feat: Prune endpoint 2026-01-07 09:51:41 -08:00
Connor BraaandGitHub eec823cbd6 release(sdk-py): bump to 0.3.1 (#6610)
bumping sdk-py for custom encryption cleanup changes (#6595) - these are
breaking changes on this beta, unreleased and unused feature.

Signed-off-by: Connor Braa <cwlbraa@langchain.dev>
2025-12-18 10:21:34 -08:00
Connor BraaandGitHub 9eac53db4b fix(sdk-py): remove model-type specific custom json encryption annotations & document key preservation limitations (#6595)
In langgraph-api, custom-encrypted JSONs need to continue to be
SQL-json-mergable after encryption. Previous WIP docs
advocated for custom encryption impls where all encrypted kv pairs were
shoved into a `__encrypted__: $encrypted_kvs` meta-key. Turns out that
pattern causes data loss when running PATCH-style partial updates or in
the many places langgraph-api json-SQL-merges across model types.

This PR contains 2 SDK fixes:
1. remove model-type specific custom json encryption annotations - these
cause surprising behavior as config and context data propagates across
model types, specifically because today we can't guarantee that data
encrypted as one model-type will be decrypted as the same model-type
because kv pairs move across model-types in pure SQL
2. document limitations and validation around "key preservation" in
custom json encryption functions. langgraph-api now validates that
custom JSON encryption fns don't change keys. That validation prevents
customizers from writing custom encryption functions that cause data
loss through patch endpoints and x-model merge propagation.

---------

Signed-off-by: Connor Braa <cwlbraa@langchain.dev>
2025-12-18 08:38:01 -08:00
William FHandGitHub 05e4efe712 release(cli): relax api bounds (#6606) 2025-12-17 06:10:37 -08:00
William FHandGitHub c80d93c78a fix(cli): Escape variable substitution in compose codegen (#6594) 2025-12-15 14:51:03 -08:00
Imvikram99andGitHub 87cb509528 feat(checkpoint): Validate checkpointer type at compile time (#6586)
Description: Catch invalid checkpointer objects early by validating any
checkpointer argument before compilation/execution, raising a clear
TypeError that instructs users to pass a proper BaseCheckpointSaver
(e.g., AsyncPostgresSaver) instead of stores like AsyncPostgresStore.
Includes shared validation logic and a regression test so we don’t see
AttributeError: 'AsyncPostgresStore' object has no attribute
'get_next_version' again.

Issue: Fixes #6585

Dependencies: None

Twitter handle: none
2025-12-15 07:22:47 +00:00
17 changed files with 623 additions and 577 deletions
+1 -1
View File
@@ -1 +1 @@
__version__ = "0.4.9"
__version__ = "0.4.11"
+9 -9
View File
@@ -336,13 +336,13 @@ def _build(
# apply config
stdin, additional_contexts = langgraph_cli.config.config_to_docker(
config,
config_json,
base_image,
api_version,
install_command,
build_command,
build_context,
config_path=config,
config=config_json,
base_image=base_image,
api_version=api_version,
install_command=install_command,
build_command=build_command,
build_context=build_context,
)
# add additional_contexts
if additional_contexts:
@@ -522,8 +522,8 @@ def dockerfile(
secho(f"📝 Generating Dockerfile at {save_path}", fg="yellow")
dockerfile, additional_contexts = langgraph_cli.config.config_to_docker(
config,
config_json,
config_path=config,
config=config_json,
base_image=base_image,
api_version=api_version,
)
+28 -13
View File
@@ -824,6 +824,8 @@ def python_config_to_docker(
config: Config,
base_image: str,
api_version: str | None = None,
*,
escape_variables: bool = False,
) -> tuple[str, dict[str, str]]:
"""Generate a Dockerfile from the configuration."""
pip_installer = config.get("pip_installer", "auto")
@@ -1003,6 +1005,7 @@ ADD {relpath} /deps/{name}
)
# Add main dockerfile content
dep_vname = "$$dep" if escape_variables else "$dep"
docker_file_contents.extend(
[
f"FROM {image_str}",
@@ -1013,10 +1016,10 @@ ADD {relpath} /deps/{name}
"",
"# -- Installing all local dependencies --",
f"""RUN for dep in /deps/*; do \
echo "Installing $dep"; \
if [ -d "$dep" ]; then \
echo "Installing $dep"; \
(cd "$dep" && {global_reqs_pip_install} -e .); \
echo "Installing {dep_vname}"; \
if [ -d "{dep_vname}" ]; then \
echo "Installing {dep_vname}"; \
(cd "{dep_vname}" && {global_reqs_pip_install} -e .); \
fi; \
done""",
"# -- End of local dependencies install --",
@@ -1202,26 +1205,34 @@ def _calculate_relative_workdir(config_path: pathlib.Path, build_context: str) -
def config_to_docker(
config_path: pathlib.Path,
config: Config,
*,
base_image: str | None = None,
api_version: str | None = None,
install_command: str | None = None,
build_command: str | None = None,
build_context: str | None = None,
escape_variables: bool = False,
) -> tuple[str, dict[str, str]]:
base_image = base_image or default_base_image(config)
if config.get("node_version") and not config.get("python_version"):
return node_config_to_docker(
config_path,
config,
base_image,
api_version,
install_command,
build_command,
build_context,
config_path=config_path,
config=config,
base_image=base_image,
api_version=api_version,
install_command=install_command,
build_command=build_command,
build_context=build_context,
)
return python_config_to_docker(config_path, config, base_image, api_version)
return python_config_to_docker(
config_path=config_path,
config=config,
base_image=base_image,
api_version=api_version,
escape_variables=escape_variables,
)
def config_to_compose(
@@ -1265,7 +1276,11 @@ def config_to_compose(
else:
dockerfile, additional_contexts = config_to_docker(
config_path, config, base_image, api_version
config_path=config_path,
config=config,
base_image=base_image,
api_version=api_version,
escape_variables=True,
)
additional_contexts_str = "\n".join(
+1 -1
View File
@@ -19,7 +19,7 @@ dependencies = [
path = "langgraph_cli/__init__.py"
[project.optional-dependencies]
inmem = [
"langgraph-api>=0.5.35,<0.6.0 ; python_version >= '3.11'",
"langgraph-api>=0.5.35,<0.7.0 ; python_version >= '3.11'",
"langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
"python-dotenv>=0.8.0",
]
+1 -1
View File
@@ -150,7 +150,7 @@ services:
COPY --from=cli_1 . /deps/cli_1
# -- End of local package ../../.. --
# -- Installing all local dependencies --
RUN for dep in /deps/*; do echo "Installing $dep"; if [ -d "$dep" ]; then echo "Installing $dep"; (cd "$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
RUN for dep in /deps/*; do echo "Installing $$dep"; if [ -d "$$dep" ]; then echo "Installing $$dep"; (cd "$$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
# -- End of local dependencies install --
ENV LANGSERVE_GRAPHS='{{"agent": "agent.py:graph"}}'
{textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")}
+32 -32
View File
@@ -420,7 +420,7 @@ def test_config_to_docker_simple():
"http": {"app": "../../examples/my_app.py:app"},
}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
expected_docker_stdin = f"""\
# syntax=docker/dockerfile:1.4
@@ -483,7 +483,7 @@ def test_config_to_docker_outside_path():
actual_docker_stdin, additional_contexts = config_to_docker(
PATH_TO_CONFIG,
validate_config({"dependencies": [".", ".."], "graphs": graphs}),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
expected_docker_stdin = (
"""\
@@ -544,7 +544,7 @@ def test_config_to_docker_pipconfig():
"pip_config_file": "pipconfig.txt",
}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
expected_docker_stdin = (
"""\
@@ -585,7 +585,7 @@ def test_config_to_docker_invalid_inputs():
config_to_docker(
PATH_TO_CONFIG,
validate_config({"dependencies": ["./missing"], "graphs": graphs}),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
# test missing local module
@@ -594,7 +594,7 @@ def test_config_to_docker_invalid_inputs():
config_to_docker(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
@@ -608,7 +608,7 @@ def test_config_to_docker_local_deps():
"graphs": graphs,
}
),
"langchain/langgraph-api-custom",
base_image="langchain/langgraph-api-custom",
)
expected_docker_stdin = f"""\
FROM langchain/langgraph-api-custom:3.11
@@ -654,7 +654,7 @@ dependencies = ["langchain"]"""
"graphs": graphs,
}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
os.remove(pyproject_path)
expected_docker_stdin = (
@@ -689,7 +689,7 @@ def test_config_to_docker_end_to_end():
"dockerfile_lines": ["ARG meow", "ARG foo"],
}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
expected_docker_stdin = f"""FROM langchain/langgraph-api:3.12
ARG meow
@@ -734,7 +734,7 @@ def test_config_to_docker_nodejs():
"ui_config": {"shared": ["nuqs"]},
}
),
"langchain/langgraphjs-api",
base_image="langchain/langgraphjs-api",
)
expected_docker_stdin = """FROM langchain/langgraphjs-api:20
ARG meow
@@ -786,7 +786,7 @@ def test_config_to_docker_python_encryption_bad_path():
def test_config_to_docker_python_encryption_formatted():
# Test that encryption config is properly formatted in Docker output
graphs = {"agent": "./graphs/agent.py:graph"}
actual_docker_stdin, additional_contexts = config_to_docker(
actual_docker_stdin, _ = config_to_docker(
PATH_TO_CONFIG,
validate_config(
{
@@ -796,7 +796,7 @@ def test_config_to_docker_python_encryption_formatted():
"encryption": {"path": "./agent.py:my_encryption"},
}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
# Verify that LANGGRAPH_ENCRYPTION is in the docker output with the correct path
assert "LANGGRAPH_ENCRYPTION=" in actual_docker_stdin
@@ -821,7 +821,7 @@ def test_config_to_docker_nodejs_internal_docker_tag():
"_INTERNAL_docker_tag": "my-tag",
}
),
"langchain/langgraphjs-api",
base_image="langchain/langgraphjs-api",
)
expected_docker_stdin = """FROM langchain/langgraphjs-api:my-tag
ARG meow
@@ -875,7 +875,7 @@ def test_config_to_docker_webhooks_python():
"webhooks": webhooks,
}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
# Ensure the ENV line is present and the payload round-trips via JSON
@@ -900,7 +900,7 @@ def test_config_to_docker_webhooks_node():
"webhooks": webhooks,
}
),
"langchain/langgraphjs-api",
base_image="langchain/langgraphjs-api",
)
parsed = _extract_env_json(dockerfile, "LANGGRAPH_WEBHOOKS")
@@ -912,7 +912,7 @@ def test_config_to_docker_no_webhooks():
dockerfile, _ = config_to_docker(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
assert "ENV LANGGRAPH_WEBHOOKS=" not in dockerfile
@@ -930,7 +930,7 @@ def test_config_to_docker_gen_ui_python():
"ui_config": {"shared": ["nuqs"]},
}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
expected_docker_stdin = f"""FROM langchain/langgraph-api:3.11
@@ -976,7 +976,7 @@ def test_config_to_docker_multiplatform():
validate_config(
{"node_version": "22", "dependencies": ["."], "graphs": graphs}
),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
)
expected_docker_stdin = f"""FROM langchain/langgraph-api:3.11
@@ -1024,7 +1024,7 @@ def test_config_to_docker_pip_installer():
{**copy.deepcopy(base_config), "pip_installer": "auto"}
)
docker_auto, _ = config_to_docker(
PATH_TO_CONFIG, config_auto, "langchain/langgraph-api:0.2.47"
PATH_TO_CONFIG, config_auto, base_image="langchain/langgraph-api:0.2.47"
)
assert "uv pip install --system " in docker_auto
assert "rm /usr/bin/uv /usr/bin/uvx" in docker_auto
@@ -1032,7 +1032,7 @@ def test_config_to_docker_pip_installer():
# Test explicit pip setting
config_pip = validate_config({**copy.deepcopy(base_config), "pip_installer": "pip"})
docker_pip, _ = config_to_docker(
PATH_TO_CONFIG, config_pip, "langchain/langgraph-api:0.2.47"
PATH_TO_CONFIG, config_pip, base_image="langchain/langgraph-api:0.2.47"
)
assert "uv pip install --system " not in docker_pip
assert "pip install" in docker_pip
@@ -1041,7 +1041,7 @@ def test_config_to_docker_pip_installer():
# Test explicit uv setting
config_uv = validate_config({**copy.deepcopy(base_config), "pip_installer": "uv"})
docker_uv, _ = config_to_docker(
PATH_TO_CONFIG, config_uv, "langchain/langgraph-api:0.2.47"
PATH_TO_CONFIG, config_uv, base_image="langchain/langgraph-api:0.2.47"
)
assert "uv pip install --system " in docker_uv
assert "rm /usr/bin/uv /usr/bin/uvx" in docker_uv
@@ -1051,7 +1051,7 @@ def test_config_to_docker_pip_installer():
{**copy.deepcopy(base_config), "pip_installer": "auto"}
)
docker_auto_old, _ = config_to_docker(
PATH_TO_CONFIG, config_auto_old, "langchain/langgraph-api:0.2.46"
PATH_TO_CONFIG, config_auto_old, base_image="langchain/langgraph-api:0.2.46"
)
assert "uv pip install --system " not in docker_auto_old
assert "pip install" in docker_auto_old
@@ -1060,7 +1060,7 @@ def test_config_to_docker_pip_installer():
# Test that missing pip_installer defaults to auto behavior
config_default = validate_config(copy.deepcopy(base_config))
docker_default, _ = config_to_docker(
PATH_TO_CONFIG, config_default, "langchain/langgraph-api:0.2.47"
PATH_TO_CONFIG, config_default, base_image="langchain/langgraph-api:0.2.47"
)
assert "uv pip install --system " in docker_default
@@ -1076,7 +1076,7 @@ def test_config_retain_build_tools():
{**copy.deepcopy(base_config), "keep_pkg_tools": True}
)
docker_true, _ = config_to_docker(
PATH_TO_CONFIG, config_true, "langchain/langgraph-api:0.2.47"
PATH_TO_CONFIG, config_true, base_image="langchain/langgraph-api:0.2.47"
)
assert not any(
"/usr/local/lib/python*/site-packages/" + pckg + "*" in docker_true
@@ -1087,7 +1087,7 @@ def test_config_retain_build_tools():
{**copy.deepcopy(base_config), "keep_pkg_tools": False}
)
docker_false, _ = config_to_docker(
PATH_TO_CONFIG, config_false, "langchain/langgraph-api:0.2.47"
PATH_TO_CONFIG, config_false, base_image="langchain/langgraph-api:0.2.47"
)
assert all(
"/usr/local/lib/python*/site-packages/" + pckg + "*" in docker_false
@@ -1098,7 +1098,7 @@ def test_config_retain_build_tools():
{**copy.deepcopy(base_config), "keep_pkg_tools": ["pip", "setuptools"]}
)
docker_list, _ = config_to_docker(
PATH_TO_CONFIG, config_list, "langchain/langgraph-api:0.2.47"
PATH_TO_CONFIG, config_list, base_image="langchain/langgraph-api:0.2.47"
)
assert all(
"/usr/local/lib/python*/site-packages/" + pckg + "*" in docker_list
@@ -1137,7 +1137,7 @@ def test_config_to_compose_simple_config():
done
# -- End of non-package dependency unit_tests --
# -- Installing all local dependencies --
RUN for dep in /deps/*; do echo "Installing $dep"; if [ -d "$dep" ]; then echo "Installing $dep"; (cd "$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
RUN for dep in /deps/*; do echo "Installing $$dep"; if [ -d "$$dep" ]; then echo "Installing $$dep"; (cd "$$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
# -- End of local dependencies install --
ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
{textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")}
@@ -1178,7 +1178,7 @@ def test_config_to_compose_env_vars():
done
# -- End of non-package dependency unit_tests --
# -- Installing all local dependencies --
RUN for dep in /deps/*; do echo "Installing $dep"; if [ -d "$dep" ]; then echo "Installing $dep"; (cd "$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
RUN for dep in /deps/*; do echo "Installing $$dep"; if [ -d "$$dep" ]; then echo "Installing $$dep"; (cd "$$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
# -- End of local dependencies install --
ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
{textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")}
@@ -1223,7 +1223,7 @@ def test_config_to_compose_env_file():
done
# -- End of non-package dependency unit_tests --
# -- Installing all local dependencies --
RUN for dep in /deps/*; do echo "Installing $dep"; if [ -d "$dep" ]; then echo "Installing $dep"; (cd "$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
RUN for dep in /deps/*; do echo "Installing $$dep"; if [ -d "$$dep" ]; then echo "Installing $$dep"; (cd "$$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
# -- End of local dependencies install --
ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
{textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")}
@@ -1261,7 +1261,7 @@ def test_config_to_compose_watch():
done
# -- End of non-package dependency unit_tests --
# -- Installing all local dependencies --
RUN for dep in /deps/*; do echo "Installing $dep"; if [ -d "$dep" ]; then echo "Installing $dep"; (cd "$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
RUN for dep in /deps/*; do echo "Installing $$dep"; if [ -d "$$dep" ]; then echo "Installing $$dep"; (cd "$$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
# -- End of local dependencies install --
ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
{textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")}
@@ -1308,7 +1308,7 @@ def test_config_to_compose_end_to_end():
done
# -- End of non-package dependency unit_tests --
# -- Installing all local dependencies --
RUN for dep in /deps/*; do echo "Installing $dep"; if [ -d "$dep" ]; then echo "Installing $dep"; (cd "$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
RUN for dep in /deps/*; do echo "Installing $$dep"; if [ -d "$$dep" ]; then echo "Installing $$dep"; (cd "$$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); fi; done
# -- End of local dependencies install --
ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
{textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")}
@@ -1619,7 +1619,7 @@ def test_config_to_docker_with_api_version():
actual_docker_stdin, additional_contexts = config_to_docker(
PATH_TO_CONFIG,
validate_config({"dependencies": ["."], "graphs": graphs}),
"langchain/langgraph-api",
base_image="langchain/langgraph-api",
api_version="0.2.74",
)
@@ -1633,7 +1633,7 @@ def test_config_to_docker_with_api_version():
actual_docker_stdin, additional_contexts = config_to_docker(
PATH_TO_CONFIG,
validate_config({"node_version": "20", "graphs": graphs}),
"langchain/langgraphjs-api",
base_image="langchain/langgraphjs-api",
api_version="0.2.74",
)
+289 -271
View File
@@ -385,49 +385,67 @@ wheels = [
[[package]]
name = "cryptography"
version = "44.0.3"
version = "46.0.3"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
{ name = "typing-extensions", marker = "python_full_version < '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/53/d6/1411ab4d6108ab167d06254c5be517681f1e331f90edf1379895bcb87020/cryptography-44.0.3.tar.gz", hash = "sha256:fe19d8bc5536a91a24a8133328880a41831b6c5df54599a8417b62fe015d3053", size = 711096, upload-time = "2025-05-02T19:36:04.667Z" }
sdist = { url = "https://files.pythonhosted.org/packages/9f/33/c00162f49c0e2fe8064a62cb92b93e50c74a72bc370ab92f86112b33ff62/cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1", size = 749258, upload-time = "2025-10-15T23:18:31.74Z" }
wheels = [
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[[package]]
+3
View File
@@ -78,6 +78,7 @@ from langgraph.types import (
Command,
RetryPolicy,
Send,
ensure_valid_checkpointer,
)
from langgraph.typing import ContextT, InputT, NodeInputT, OutputT, StateT
from langgraph.warnings import LangGraphDeprecatedSinceV05, LangGraphDeprecatedSinceV10
@@ -853,6 +854,8 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
Returns:
CompiledStateGraph: The compiled `StateGraph`.
"""
checkpointer = ensure_valid_checkpointer(checkpointer)
# assign default values
interrupt_before = interrupt_before or []
interrupt_after = interrupt_after or []
+4 -1
View File
@@ -142,6 +142,7 @@ from langgraph.types import (
StateSnapshot,
StateUpdate,
StreamMode,
ensure_valid_checkpointer,
)
from langgraph.typing import ContextT, InputT, OutputT, StateT
from langgraph.warnings import LangGraphDeprecatedSinceV10
@@ -642,7 +643,7 @@ class Pregel(
input_channels: str | Sequence[str],
step_timeout: float | None = None,
debug: bool | None = None,
checkpointer: BaseCheckpointSaver | None = None,
checkpointer: Checkpointer = None,
store: BaseStore | None = None,
cache: BaseCache | None = None,
retry_policy: RetryPolicy | Sequence[RetryPolicy] = (),
@@ -665,6 +666,8 @@ class Pregel(
if context_schema is None:
context_schema = cast(type[ContextT], config_type)
checkpointer = ensure_valid_checkpointer(checkpointer)
self.nodes = {
k: v.build() if isinstance(v, NodeBuilder) else v for k, v in nodes.items()
}
+15
View File
@@ -56,6 +56,7 @@ __all__ = (
"Durability",
"interrupt",
"Overwrite",
"ensure_valid_checkpointer",
)
Durability = Literal["sync", "async", "exit"]
@@ -73,6 +74,20 @@ Checkpointer = None | bool | BaseCheckpointSaver
- False disables checkpointing, even if the parent graph has a checkpointer.
- None inherits checkpointer from the parent graph."""
def ensure_valid_checkpointer(checkpointer: Checkpointer) -> Checkpointer:
if checkpointer not in (None, True, False) and not isinstance(
checkpointer, BaseCheckpointSaver
):
raise TypeError(
"Invalid checkpointer provided. Expected an instance of "
"`BaseCheckpointSaver`, `True`, `False`, or `None`. "
f"Received {type(checkpointer).__name__!s}. "
"Pass a proper saver (e.g., InMemorySaver, AsyncPostgresSaver)."
)
return checkpointer
StreamMode = Literal[
"values", "updates", "checkpoints", "tasks", "debug", "messages", "custom"
]
+16
View File
@@ -120,6 +120,22 @@ def test_graph_validation() -> None:
graph.invoke({"hello": "there"})
def test_invalid_checkpointer_type() -> None:
class State(TypedDict):
foo: str
builder = StateGraph(State)
builder.add_node("start", lambda state: state)
builder.set_entry_point("start")
builder.set_finish_point("start")
class NotACheckpointer:
pass
with pytest.raises(TypeError, match="Invalid checkpointer provided"):
builder.compile(checkpointer=NotACheckpointer())
def test_graph_validation_with_command() -> None:
class State(TypedDict):
foo: str
+1 -1
View File
@@ -1678,7 +1678,7 @@ inmem = [
[package.metadata]
requires-dist = [
{ name = "click", specifier = ">=8.1.7" },
{ name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.6.0" },
{ name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.7.0" },
{ name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
{ name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
{ name = "python-dotenv", marker = "extra == 'inmem'", specifier = ">=0.8.0" },
+1 -1
View File
@@ -638,7 +638,7 @@ def test_react_agent_parallel_tool_calls(
for event in agent.stream(
{"messages": [("user", query)]}, config, stream_mode="values"
):
if "__interrupt__" not in event:
if "__interrupt__" not in event:
if messages := event.get("messages"):
message_types.append([m.type for m in messages])
+1 -1
View File
@@ -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__ = "0.3.0"
__version__ = "0.3.1"
__all__ = ["Auth", "Encryption", "EncryptionContext", "get_client", "get_sync_client"]
+84
View File
@@ -1523,6 +1523,48 @@ class ThreadsClient:
"""
await self.http.delete(f"/threads/{thread_id}", headers=headers, params=params)
async def prune(
self,
thread_ids: Sequence[str],
*,
strategy: Literal["delete", "keep_latest"] = "delete",
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
) -> dict[str, int]:
"""Prune threads by ID.
Args:
thread_ids: List of thread IDs to prune.
strategy: Prune strategy. Defaults to "delete".
- "delete": Remove threads entirely.
- "keep_latest": Prune old checkpoints but keep threads and their
latest state. Requires `FF_USE_CORE_API=true` on the server.
headers: Optional custom headers to include with the request.
params: Optional query parameters to include with the request.
Returns:
Dictionary with `pruned_count` key indicating how many threads were pruned.
???+ example "Example Usage"
```python
client = get_client(url="http://localhost:2024")
result = await client.threads.prune(
thread_ids=["thread-1", "thread-2"],
strategy="delete"
)
print(result) # {"pruned_count": 2}
```
"""
payload: dict[str, Any] = {
"thread_ids": list(thread_ids),
"strategy": strategy,
}
return await self.http.post(
"/threads/prune", json=payload, headers=headers, params=params
)
async def search(
self,
*,
@@ -4852,6 +4894,48 @@ class SyncThreadsClient:
"""
self.http.delete(f"/threads/{thread_id}", headers=headers, params=params)
def prune(
self,
thread_ids: Sequence[str],
*,
strategy: Literal["delete", "keep_latest"] = "delete",
headers: Mapping[str, str] | None = None,
params: QueryParamTypes | None = None,
) -> dict[str, int]:
"""Prune threads by ID.
Args:
thread_ids: List of thread IDs to prune.
strategy: Prune strategy. Defaults to "delete".
- "delete": Remove threads entirely.
- "keep_latest": Prune old checkpoints but keep threads and their
latest state. Requires `FF_USE_CORE_API=true` on the server.
headers: Optional custom headers to include with the request.
params: Optional query parameters to include with the request.
Returns:
Dictionary with `pruned_count` key indicating how many threads were pruned.
???+ example "Example Usage"
```python
client = get_sync_client(url="http://localhost:2024")
result = client.threads.prune(
thread_ids=["thread-1", "thread-2"],
strategy="delete"
)
print(result) # {"pruned_count": 2}
```
"""
payload: dict[str, Any] = {
"thread_ids": list(thread_ids),
"strategy": strategy,
}
return self.http.post(
"/threads/prune", json=payload, headers=headers, params=params
)
def search(
self,
*,
+137 -225
View File
@@ -64,114 +64,6 @@ def _validate_handler(fn: typing.Callable, handler_type: str) -> None:
)
class _JsonEncryptDecorators:
"""Dynamic decorator factory for JSON encryption handlers.
Supports both default and model-specific handlers:
- @encrypt.json - default handler for all models
- @encrypt.json.thread - handler for thread model
"""
def __init__(self, parent: Encryption):
self._parent = parent
def __call__(self, fn: types.JsonEncryptor) -> types.JsonEncryptor:
"""Register the default JSON encryption handler.
Args:
fn: The handler function
Returns:
The registered handler function
Raises:
DuplicateHandlerError: If handler already registered
TypeError: If handler has invalid signature
"""
if self._parent._json_encryptor is not None:
raise DuplicateHandlerError("Default JSON encryptor already registered")
_validate_handler(fn, "Default JSON encryptor")
self._parent._json_encryptor = fn
return fn
def __getattr__(
self, model: str
) -> typing.Callable[[types.JsonEncryptor], types.JsonEncryptor]:
"""Dynamic attribute access for model-specific handlers.
Allows @encryption.encrypt.json.thread, @encryption.encrypt.json.assistant, etc.
Raises:
DuplicateHandlerError: If handler already registered for this model
TypeError: If handler has invalid signature
"""
def decorator(fn: types.JsonEncryptor) -> types.JsonEncryptor:
if model in self._parent._json_encryptors:
raise DuplicateHandlerError(
f"JSON encryptor for model '{model}' already registered"
)
_validate_handler(fn, f"JSON encryptor for model '{model}'")
self._parent._json_encryptors[model] = fn
return fn
return decorator
class _JsonDecryptDecorators:
"""Dynamic decorator factory for JSON decryption handlers.
Supports both default and model-specific handlers:
- @encryption.decrypt.json - default handler for all models
- @encryption.decrypt.json.thread - handler for thread model
"""
def __init__(self, parent: Encryption):
self._parent = parent
def __call__(self, fn: types.JsonDecryptor) -> types.JsonDecryptor:
"""Register the default JSON decryption handler.
Args:
fn: The handler function
Returns:
The registered handler function
Raises:
DuplicateHandlerError: If handler already registered
TypeError: If handler has invalid signature
"""
if self._parent._json_decryptor is not None:
raise DuplicateHandlerError("Default JSON decryptor already registered")
_validate_handler(fn, "Default JSON decryptor")
self._parent._json_decryptor = fn
return fn
def __getattr__(
self, model: str
) -> typing.Callable[[types.JsonDecryptor], types.JsonDecryptor]:
"""Dynamic attribute access for model-specific handlers.
Allows @encryption.decrypt.json.thread, @encryption.decrypt.json.assistant, etc.
Raises:
DuplicateHandlerError: If handler already registered for this model
TypeError: If handler has invalid signature
"""
def decorator(fn: types.JsonDecryptor) -> types.JsonDecryptor:
if model in self._parent._json_decryptors:
raise DuplicateHandlerError(
f"JSON decryptor for model '{model}' already registered"
)
_validate_handler(fn, f"JSON decryptor for model '{model}'")
self._parent._json_decryptors[model] = fn
return fn
return decorator
class _EncryptDecorators:
"""Decorators for encryption handlers.
@@ -181,7 +73,6 @@ class _EncryptDecorators:
def __init__(self, parent: Encryption):
self._parent = parent
self._json = _JsonEncryptDecorators(parent)
def blob(self, fn: types.BlobEncryptor) -> types.BlobEncryptor:
"""Register a blob encryption handler.
@@ -212,29 +103,32 @@ class _EncryptDecorators:
self._parent._blob_encryptor = fn
return fn
@property
def json(self) -> _JsonEncryptDecorators:
"""Access JSON encryption decorators.
Supports model-specific handlers:
- @encryption.encrypt.json - default handler for all models
- @encryption.encrypt.json.thread - handler for thread model only
- @encryption.encrypt.json.assistant - handler for assistant model only
def json(self, fn: types.JsonEncryptor) -> types.JsonEncryptor:
"""Register the JSON encryption handler.
Example:
```python
@encryption.encrypt.json
async def default_encrypt(ctx: EncryptionContext, data: dict) -> dict:
# Default encryption for all models
async def encrypt_json(ctx: EncryptionContext, data: dict) -> dict:
# Encrypt the data
return encrypt_data(data)
@encryption.encrypt.json.thread
async def encrypt_thread(ctx: EncryptionContext, data: dict) -> dict:
# Special encryption for thread model only
return encrypt_thread_data(data)
```
Args:
fn: The encryption handler function
Returns:
The registered handler function
Raises:
DuplicateHandlerError: If JSON encryptor already registered
TypeError: If handler has invalid signature
"""
return self._json
if self._parent._json_encryptor is not None:
raise DuplicateHandlerError("JSON encryptor already registered")
_validate_handler(fn, "JSON encryptor")
self._parent._json_encryptor = fn
return fn
class _DecryptDecorators:
@@ -246,7 +140,6 @@ class _DecryptDecorators:
def __init__(self, parent: Encryption):
self._parent = parent
self._json = _JsonDecryptDecorators(parent)
def blob(self, fn: types.BlobDecryptor) -> types.BlobDecryptor:
"""Register a blob decryption handler.
@@ -277,29 +170,32 @@ class _DecryptDecorators:
self._parent._blob_decryptor = fn
return fn
@property
def json(self) -> _JsonDecryptDecorators:
"""Access JSON decryption decorators.
Supports model-specific handlers:
- @encryption.decrypt.json - default handler for all models
- @encryption.decrypt.json.thread - handler for thread model only
- @encryption.decrypt.json.assistant - handler for assistant model only
def json(self, fn: types.JsonDecryptor) -> types.JsonDecryptor:
"""Register the JSON decryption handler.
Example:
```python
@encryption.decrypt.json
async def default_decrypt(ctx: EncryptionContext, data: dict) -> dict:
# Default decryption for all models
async def decrypt_json(ctx: EncryptionContext, data: dict) -> dict:
# Decrypt the data
return decrypt_data(data)
@encryption.decrypt.json.thread
async def decrypt_thread(ctx: EncryptionContext, data: dict) -> dict:
# Special decryption for thread model only
return decrypt_thread_data(data)
```
Args:
fn: The decryption handler function
Returns:
The registered handler function
Raises:
DuplicateHandlerError: If JSON decryptor already registered
TypeError: If handler has invalid signature
"""
return self._json
if self._parent._json_decryptor is not None:
raise DuplicateHandlerError("JSON decryptor already registered")
_validate_handler(fn, "JSON decryptor")
self._parent._json_decryptor = fn
return fn
class Encryption:
@@ -336,6 +232,28 @@ class Encryption:
Then the LangGraph server will load your encryption file and use it to
encrypt/decrypt data at rest.
!!! warning "JSON Encryptors Must Preserve Keys"
JSON encryptors **must not add or remove keys** from the input dict.
Only values may be transformed. This constraint is **enforced at runtime
by the server** and exists because SQL JSONB merge operations (used for
partial updates) work at the key level.
**Correct (per-key encryption):**
```python
# Input: {"secret": "value", "plain": "x"}
# Output: {"secret": "<encrypted>", "plain": "x"} ✓ Keys preserved
```
**Incorrect (key consolidation):**
```python
# Input: {"secret": "value", "plain": "x"}
# Output: {"__encrypted__": "<blob>", "plain": "x"} ✗ Key changed
```
If your encryptor needs to store auxiliary data (DEK, IV, etc.), embed it
within the encrypted value itself, not as separate keys.
???+ example "Basic Usage"
```python
@@ -343,89 +261,48 @@ class Encryption:
my_encryption = Encryption()
SKIP_FIELDS = {"tenant_id", "owner", "thread_id", "assistant_id"}
ENCRYPTED_PREFIX = "encrypted:"
@my_encryption.encrypt.blob
async def encrypt_blob(ctx: EncryptionContext, blob: bytes) -> bytes:
# Call your encryption service
return encrypted_blob
return your_encrypt_bytes(blob)
@my_encryption.decrypt.blob
async def decrypt_blob(ctx: EncryptionContext, blob: bytes) -> bytes:
# Call your decryption service
return decrypted_blob
return your_decrypt_bytes(blob)
@my_encryption.encrypt.json
async def encrypt_json(ctx: EncryptionContext, data: dict) -> dict:
# Practical encryption strategy:
# - "owner" field: unencrypted (for search/filtering)
# - "my.customer.org/" prefixed fields: encrypt VALUES only
# - All other fields: pass through unencrypted
encrypted = {}
for key, value in data.items():
if key.startswith("my.customer.org/"):
# Encrypt VALUE for sensitive customer data
encrypted[key] = encrypt_value(value)
result = {}
for k, v in data.items():
if k in SKIP_FIELDS or v is None:
result[k] = v
else:
# Pass through (including "owner" for search)
encrypted[key] = value
return encrypted
result[k] = ENCRYPTED_PREFIX + your_encrypt_string(v)
return result
@my_encryption.decrypt.json
async def decrypt_json(ctx: EncryptionContext, data: dict) -> dict:
# Decrypt VALUES for "my.customer.org/" prefixed fields
decrypted = {}
for key, value in data.items():
if key.startswith("my.customer.org/"):
decrypted[key] = decrypt_value(value)
result = {}
for k, v in data.items():
if isinstance(v, str) and v.startswith(ENCRYPTED_PREFIX):
result[k] = your_decrypt_string(v[len(ENCRYPTED_PREFIX):])
else:
decrypted[key] = value
return decrypted
```
???+ example "Model-Specific Handlers"
You can register different encryption handlers for different model types
(thread, assistant, run, cron, checkpoint, etc.):
```python
from langgraph_sdk import Encryption, EncryptionContext
my_encryption = Encryption()
# Default handler for models without specific handlers
@my_encryption.encrypt.json
async def default_encrypt(ctx: EncryptionContext, data: dict) -> dict:
return standard_encrypt(data)
# Thread-specific handler (uses different KMS key)
@my_encryption.encrypt.json.thread
async def encrypt_thread(ctx: EncryptionContext, data: dict) -> dict:
return encrypt_with_thread_key(data)
# Assistant-specific handler
@my_encryption.encrypt.json.assistant
async def encrypt_assistant(ctx: EncryptionContext, data: dict) -> dict:
return encrypt_with_assistant_key(data)
# Same pattern for decryption
@my_encryption.decrypt.json
async def default_decrypt(ctx: EncryptionContext, data: dict) -> dict:
return standard_decrypt(data)
@my_encryption.decrypt.json.thread
async def decrypt_thread(ctx: EncryptionContext, data: dict) -> dict:
return decrypt_with_thread_key(data)
result[k] = v
return result
```
???+ example "Field-Specific Logic"
The `ctx.field` attribute tells you which specific field is being encrypted,
allowing different logic within the same model:
The `ctx.model` and `ctx.field` attributes tell you which model type and
specific field is being encrypted, allowing different logic:
```python
@my_encryption.encrypt.json.thread
async def encrypt_thread(ctx: EncryptionContext, data: dict) -> dict:
@my_encryption.encrypt.json
async def encrypt_json(ctx: EncryptionContext, data: dict) -> dict:
if ctx.field == "metadata":
# Thread metadata - standard encryption
# Metadata - standard encryption
return encrypt_standard(data)
elif ctx.field == "values":
# Thread values - more sensitive, use stronger encryption
@@ -433,6 +310,49 @@ class Encryption:
else:
return encrypt_standard(data)
```
!!! warning "Model/Field May Differ Between Encrypt and Decrypt"
Data encrypted with one `(model, field)` pair is **not guaranteed**
to be decrypted with the same pair. The server performs SQL JSONB
merges that can move encrypted values between models (e.g., cron
metadata run metadata). Your decryption logic must handle data
regardless of the `ctx.model` or `ctx.field` values at decrypt time.
**Safe:** Use `ctx.model`/`ctx.field` for logging or metrics only.
**Safe:** Encrypt different keys based on `ctx.field`, but use a
single decrypt handler that decrypts any value with the encrypted
prefix (and passes through plaintext unchanged):
```python
ENCRYPTED_PREFIX = "enc:"
@my_encryption.encrypt.json
async def encrypt_json(ctx: EncryptionContext, data: dict) -> dict:
# Encrypt different keys depending on the field
if ctx.field == "context":
keys_to_encrypt = {"api_key", "secret_token"}
else:
keys_to_encrypt = {"email", "ssn"}
return {
k: ENCRYPTED_PREFIX + encrypt(v) if k in keys_to_encrypt else v
for k, v in data.items()
}
@my_encryption.decrypt.json
async def decrypt_json(ctx: EncryptionContext, data: dict) -> dict:
# Decrypt ANY value with the prefix, regardless of model/field
return {
k: decrypt(v[len(ENCRYPTED_PREFIX):])
if isinstance(v, str) and v.startswith(ENCRYPTED_PREFIX)
else v
for k, v in data.items()
}
```
**Unsafe:** Using different encryption keys or algorithms based on
`ctx.model`/`ctx.field` will cause decryption failures.
"""
__slots__ = (
@@ -440,9 +360,7 @@ class Encryption:
"_blob_encryptor",
"_context_handler",
"_json_decryptor",
"_json_decryptors",
"_json_encryptor",
"_json_encryptors",
"decrypt",
"encrypt",
)
@@ -464,8 +382,6 @@ class Encryption:
self._blob_decryptor: types.BlobDecryptor | None = None
self._json_encryptor: types.JsonEncryptor | None = None
self._json_decryptor: types.JsonDecryptor | None = None
self._json_encryptors: dict[str, types.JsonEncryptor] = {}
self._json_decryptors: dict[str, types.JsonDecryptor] = {}
self._context_handler: types.ContextHandler | None = None
def context(self, fn: types.ContextHandler) -> types.ContextHandler:
@@ -506,33 +422,33 @@ class Encryption:
return fn
def get_json_encryptor(
self, model: str | None = None
self,
_model: str | None = None, # kept for langgraph-api compat
) -> types.JsonEncryptor | None:
"""Get the JSON encryptor for a specific model.
"""Get the JSON encryptor.
Args:
model: The model type (e.g., "thread", "assistant"). If None, returns default.
_model: Ignored. Kept for backwards compatibility with langgraph-api
which passes model_type to this method.
Returns:
Model-specific encryptor if registered, otherwise default encryptor, or None.
The JSON encryptor, or None if not registered.
"""
if model and model in self._json_encryptors:
return self._json_encryptors[model]
return self._json_encryptor
def get_json_decryptor(
self, model: str | None = None
self,
_model: str | None = None, # kept for langgraph-api compat
) -> types.JsonDecryptor | None:
"""Get the JSON decryptor for a specific model.
"""Get the JSON decryptor.
Args:
model: The model type (e.g., "thread", "assistant"). If None, returns default.
_model: Ignored. Kept for backwards compatibility with langgraph-api
which passes model_type to this method.
Returns:
Model-specific decryptor if registered, otherwise default decryptor, or None.
The JSON decryptor, or None if not registered.
"""
if model and model in self._json_decryptors:
return self._json_decryptors[model]
return self._json_decryptor
def __repr__(self) -> str:
@@ -545,10 +461,6 @@ class Encryption:
handlers.append("json_encryptor")
if self._json_decryptor:
handlers.append("json_decryptor")
if self._json_encryptors:
handlers.append(f"json_encryptors({list(self._json_encryptors.keys())})")
if self._json_decryptors:
handlers.append(f"json_decryptors({list(self._json_decryptors.keys())})")
if self._context_handler:
handlers.append("context_handler")
return f"Encryption(handlers=[{', '.join(handlers)}])"
-20
View File
@@ -26,14 +26,6 @@ class TestHandlerValidation:
async def json_dec(_ctx, data):
return data
@encryption.encrypt.json.thread
async def thread_enc(_ctx, data):
return data
@encryption.decrypt.json.custom
async def custom_dec(_ctx, data):
return data
# All duplicates should raise
with pytest.raises(DuplicateHandlerError):
@@ -59,18 +51,6 @@ class TestHandlerValidation:
async def dup(_ctx, data):
return data
with pytest.raises(DuplicateHandlerError):
@encryption.encrypt.json.thread
async def dup(_ctx, data):
return data
with pytest.raises(DuplicateHandlerError):
@encryption.decrypt.json.custom
async def dup(_ctx, data):
return data
def test_handlers_must_be_async(self):
"""Sync functions raise TypeError."""
encryption = Encryption()