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{file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"}, ] [package.extras] @@ -4027,18 +3895,18 @@ test = ["mypy", "pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)"] [[package]] name = "zipp" -version = "3.18.1" +version = "3.20.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"}, - {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"}, + {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"}, + {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] all = ["fastapi", "sse-starlette"] @@ -4048,4 +3916,4 @@ server = ["fastapi", "sse-starlette"] [metadata] lock-version = "2.0" python-versions = "^3.8.1" -content-hash = "977dc6680008cf9a04eb19176e58c00fb61436e90a957846963b787cb1f3e1ea" +content-hash = "fb54d21435b07df0e1df027d1bbb903c0ed946a6283c31e8cf994da8e8e418a7" From 9a033b6784501cb2beb9e2a750a0f67ec772bf78 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Sun, 1 Sep 2024 21:29:22 -0400 Subject: [PATCH 02/14] stash --- langserve/api_handler.py | 8 ++++- tests/unit_tests/test_server_client.py | 49 +++++++++++++++++++++++--- 2 files changed, 52 insertions(+), 5 deletions(-) diff --git a/langserve/api_handler.py b/langserve/api_handler.py index d6b24b58..9f9d75cb 100644 --- a/langserve/api_handler.py +++ b/langserve/api_handler.py @@ -29,6 +29,7 @@ from fastapi.exceptions import RequestValidationError from langchain_core._api.beta_decorator import warn_beta from langchain_core.callbacks.base import AsyncCallbackHandler +from langchain_core.callbacks.manager import BaseCallbackManager from langchain_core.load.serializable import Serializable from langchain_core.runnables import Runnable, RunnableConfig from langchain_core.runnables.config import ( @@ -470,7 +471,12 @@ def _add_callbacks( """Add the callback aggregator to the config.""" if "callbacks" not in config: config["callbacks"] = [] - config["callbacks"].extend(callbacks) + if "callbacks" in config: + if isinstance(config["callbacks"], list): + config["callbacks"].extend(callbacks) + elif isinstance(config["callbacks"], BaseCallbackManager): + for callback in callbacks: + config["callbacks"].add_handler(callback, inherit=True) _MODEL_REGISTRY = {} diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 92c7118e..ac8bac90 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -421,6 +421,7 @@ async def test_server_astream_events(app: FastAPI) -> None: "event": "on_chain_start", "name": "add_one_or_passthrough", "tags": [], + "parent_ids": [], }, "type": "data", }, @@ -430,6 +431,7 @@ async def test_server_astream_events(app: FastAPI) -> None: "event": "on_chain_stream", "name": "add_one_or_passthrough", "tags": [], + "parent_ids": [], }, "type": "data", }, @@ -439,6 +441,7 @@ async def test_server_astream_events(app: FastAPI) -> None: "event": "on_chain_end", "name": "add_one_or_passthrough", "tags": [], + "parent_ids": [], }, "type": "data", }, @@ -467,7 +470,7 @@ async def test_server_bound_async(app_for_config: FastAPI) -> None: assert response.status_code == 200 assert response.json()["output"] == { "tags": ["another-one", "test"], - "configurable": None, + "configurable": {}, } # Test batch @@ -477,7 +480,7 @@ async def test_server_bound_async(app_for_config: FastAPI) -> None: ) assert response.status_code == 200 assert response.json()["output"] == [ - {"tags": ["another-one", "test"], "configurable": None} + {"tags": ["another-one", "test"], "configurable": {}} ] # Test stream @@ -490,7 +493,7 @@ async def test_server_bound_async(app_for_config: FastAPI) -> None: response_with_run_id_replaced = _replace_run_id_in_stream_resp(response.text) assert ( response_with_run_id_replaced - == """event: metadata\r\ndata: {"run_id": ""}\r\n\r\nevent: data\r\ndata: {"tags":["another-one","test"],"configurable":null}\r\n\r\nevent: end\r\n\r\n""" # noqa: E501 + == """event: metadata\r\ndata: {"run_id": ""}\r\n\r\nevent: data\r\ndata: {"tags":["another-one","test"],"configurable":{}}\r\n\r\nevent: end\r\n\r\n""" # noqa: E501 ) @@ -2236,54 +2239,63 @@ def mul_two(y: int) -> int: "event": "on_chain_start", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, { "data": {}, "event": "on_chain_start", "name": "add_one", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": {"chunk": 2}, "event": "on_chain_stream", "name": "add_one", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": {}, "event": "on_chain_start", "name": "mul_two", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"input": 1, "output": 2}, "event": "on_chain_end", "name": "add_one", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": {"chunk": 4}, "event": "on_chain_stream", "name": "mul_two", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"chunk": 4}, "event": "on_chain_stream", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, { "data": {"input": 2, "output": 4}, "event": "on_chain_end", "name": "mul_two", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"output": 4}, "event": "on_chain_end", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, ] @@ -2380,12 +2392,14 @@ def back_to_serializable(inputs) -> str: "event": "on_chain_start", "name": "/doc_types", "tags": [], + "parent_ids": [], }, { "data": {}, "event": "on_chain_start", "name": "to_document", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": { @@ -2397,12 +2411,14 @@ def back_to_serializable(inputs) -> str: "event": "on_chain_stream", "name": "to_document", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": {}, "event": "on_chain_start", "name": "from_document", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": { @@ -2415,18 +2431,21 @@ def back_to_serializable(inputs) -> str: "event": "on_chain_end", "name": "to_document", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": {"chunk": "foo"}, "event": "on_chain_stream", "name": "from_document", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"chunk": "foo"}, "event": "on_chain_stream", "name": "/doc_types", "tags": [], + "parent_ids": [], }, { "data": { @@ -2439,12 +2458,14 @@ def back_to_serializable(inputs) -> str: "event": "on_chain_end", "name": "from_document", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"output": "foo"}, "event": "on_chain_end", "name": "/doc_types", "tags": [], + "parent_ids": [], }, ] @@ -2460,6 +2481,7 @@ def back_to_serializable(inputs) -> str: "event": "on_chain_start", "name": "/get_pets", "tags": [], + "parent_ids": [], }, { "data": { @@ -2468,6 +2490,7 @@ def back_to_serializable(inputs) -> str: "event": "on_chain_stream", "name": "/get_pets", "tags": [], + "parent_ids": [], }, { "data": { @@ -2476,6 +2499,7 @@ def back_to_serializable(inputs) -> str: "event": "on_chain_end", "name": "/get_pets", "tags": [], + "parent_ids": [], }, ] @@ -2522,12 +2546,14 @@ async def test_astream_events_with_prompt_model_parser_chain( "event": "on_chain_start", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, { "data": {"input": {"question": "hello"}}, "event": "on_prompt_start", "name": "ChatPromptTemplate", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": { @@ -2542,6 +2568,7 @@ async def test_astream_events_with_prompt_model_parser_chain( "event": "on_prompt_end", "name": "ChatPromptTemplate", "tags": ["seq:step:1"], + "parent_ids": [], }, { "data": { @@ -2557,66 +2584,77 @@ async def test_astream_events_with_prompt_model_parser_chain( "event": "on_chat_model_start", "name": "GenericFakeChatModel", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"chunk": AIMessageChunk(content="Hello", id=AnyStr())}, "event": "on_chat_model_stream", "name": "GenericFakeChatModel", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {}, "event": "on_parser_start", "name": "StrOutputParser", "tags": ["seq:step:3"], + "parent_ids": [], }, { "data": {"chunk": "Hello"}, "event": "on_parser_stream", "name": "StrOutputParser", "tags": ["seq:step:3"], + "parent_ids": [], }, { "data": {"chunk": "Hello"}, "event": "on_chain_stream", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, { "data": {"chunk": AIMessageChunk(content=" ", id=AnyStr())}, "event": "on_chat_model_stream", "name": "GenericFakeChatModel", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"chunk": " "}, "event": "on_parser_stream", "name": "StrOutputParser", "tags": ["seq:step:3"], + "parent_ids": [], }, { "data": {"chunk": " "}, "event": "on_chain_stream", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, { "data": {"chunk": AIMessageChunk(content="World!", id=AnyStr())}, "event": "on_chat_model_stream", "name": "GenericFakeChatModel", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": {"chunk": "World!"}, "event": "on_parser_stream", "name": "StrOutputParser", "tags": ["seq:step:3"], + "parent_ids": [], }, { "data": {"chunk": "World!"}, "event": "on_chain_stream", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, { "data": { @@ -2646,6 +2684,7 @@ async def test_astream_events_with_prompt_model_parser_chain( "event": "on_chat_model_end", "name": "GenericFakeChatModel", "tags": ["seq:step:2"], + "parent_ids": [], }, { "data": { @@ -2655,12 +2694,14 @@ async def test_astream_events_with_prompt_model_parser_chain( "event": "on_parser_end", "name": "StrOutputParser", "tags": ["seq:step:3"], + "parent_ids": [], }, { "data": {"output": "Hello World!"}, "event": "on_chain_end", "name": "RunnableSequence", "tags": [], + "parent_ids": [], }, ] @@ -2785,7 +2826,7 @@ def get_by_session_id(session_id: str) -> BaseChatMessageHistory: history_messages_key="history", ) result = await chain_with_history.ainvoke( - {"question": "hi"}, {"configurable": {"session_id": "1"}} + {"question": "hi", "ability": "foo"}, {"configurable": {"session_id": "1"}} ) assert result == AIMessage(content="Hello World!", id=AnyStr()) assert store == { From a77aab9315ca0fa128ef5fc87b0dede85e13e7b2 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Wed, 4 Sep 2024 22:04:17 -0400 Subject: [PATCH 03/14] x --- langserve/client.py | 8 ++++-- tests/unit_tests/test_server_client.py | 40 ++++++++++++++++---------- 2 files changed, 31 insertions(+), 17 deletions(-) diff --git a/langserve/client.py b/langserve/client.py index 9654446e..6261290a 100644 --- a/langserve/client.py +++ b/langserve/client.py @@ -431,11 +431,15 @@ def batch( self, inputs: List[Input], config: Optional[RunnableConfig] = None, + *, + return_exceptions: bool = False, **kwargs: Any, ) -> List[Output]: if kwargs: - raise NotImplementedError("kwargs not implemented yet.") - return self._batch_with_config(self._batch, inputs, config) + raise NotImplementedError(f"kwargs not implemented yet. Got {kwargs}") + return self._batch_with_config( + self._batch, inputs, config, return_exceptions=return_exceptions + ) async def _abatch( self, diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index ac8bac90..7a04cefb 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -509,13 +509,18 @@ def test_invoke(sync_remote_runnable: RemoteRunnable) -> None: # Test tracing tracer = FakeTracer() assert sync_remote_runnable.invoke(1, config={"callbacks": [tracer]}) == 2 - assert len(tracer.runs) == 1 - # Light test to verify that we're picking up information about the server side - # function being invoked via a callback. - assert tracer.runs[0].child_runs[0].name == "RunnableLambda" - assert ( - tracer.runs[0].child_runs[0].extra["kwargs"]["name"] == "add_one_or_passthrough" + # Picking up the run from the server side, and client side should also log a run + # from the RemoteRunnable that will have as a child the server side run. + assert len(tracer.runs) == 2 + + first_run = tracer.runs[0] + + remote_runnable_run = ( + tracer.runs[0] if first_run.name == "RemoteRunnable" else tracer.runs[1] ) + assert remote_runnable_run.name == "RemoteRunnable" + + assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" def test_batch(sync_remote_runnable: RemoteRunnable) -> None: @@ -577,13 +582,18 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: # Test tracing tracer = FakeTracer() assert await async_remote_runnable.ainvoke(1, config={"callbacks": [tracer]}) == 2 - assert len(tracer.runs) == 1 - # Light test to verify that we're picking up information about the server side - # function being invoked via a callback. - assert tracer.runs[0].child_runs[0].name == "RunnableLambda" - assert ( - tracer.runs[0].child_runs[0].extra["kwargs"]["name"] == "add_one_or_passthrough" + # Picking up the run from the server side, and client side should also log a run + # from the RemoteRunnable that will have as a child the server side run. + assert len(tracer.runs) == 2 + + first_run = tracer.runs[0] + + remote_runnable_run = ( + tracer.runs[0] if first_run.name == "RemoteRunnable" else tracer.runs[1] ) + assert remote_runnable_run.name == "RemoteRunnable" + + assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" async def test_abatch(async_remote_runnable: RemoteRunnable) -> None: @@ -1060,9 +1070,7 @@ async def mul_2(x: int) -> int: ) == StringPromptValue(text="What is your name? Bob") -async def test_input_validation( - event_loop: AbstractEventLoop, mocker: MockerFixture -) -> None: +async def test_input_validation(mocker: MockerFixture) -> None: """Test client side and server side exceptions.""" async def add_one(x: int) -> int: @@ -1415,6 +1423,7 @@ async def add_two(y: int) -> int: "properties": {"question": {"title": "Question", "type": "string"}}, "title": "PromptInput", "type": "object", + "required": ["question"], } response = await async_client.get("/prompt_2/input_schema") @@ -1422,6 +1431,7 @@ async def add_two(y: int) -> int: "properties": {"name": {"title": "Name", "type": "string"}}, "title": "PromptInput", "type": "object", + "required": ["name"], } # output schema From 387f82a989719b4bd122b050f5427b6dafc2b031 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:22:10 -0400 Subject: [PATCH 04/14] x --- langserve/api_handler.py | 18 +++--- tests/unit_tests/test_server_client.py | 81 +++++++++++++------------- 2 files changed, 53 insertions(+), 46 deletions(-) diff --git a/langserve/api_handler.py b/langserve/api_handler.py index 9f9d75cb..329e8a76 100644 --- a/langserve/api_handler.py +++ b/langserve/api_handler.py @@ -181,6 +181,9 @@ async def _unpack_request_config( credentials to a runnable. The RunnableConfig is presented in its dictionary form. Note that only keys in `config_keys` will be modifiable by this function. + config_keys: keys that are accepted by the server. This is used to + make sure that the server doesn't allow any keys that it doesn't want + to allow. """ config_dicts = [] for config in client_sent_configs: @@ -192,6 +195,7 @@ async def _unpack_request_config( config_dicts.append(model(**config).dict()) else: raise TypeError(f"Expected a string, dict or BaseModel got {type(config)}") + config = merge_configs(*config_dicts) if "configurable" in config and config["configurable"]: if "configurable" not in config_keys: @@ -228,7 +232,7 @@ def _update_config_with_defaults( """Set up some baseline configuration for the underlying runnable.""" # Currently all defaults are non-overridable - overridable_default_config = RunnableConfig() + overridable_default_config: RunnableConfig = {} metadata = { "__useragent": request.headers.get("user-agent"), @@ -256,11 +260,10 @@ def _update_config_with_defaults( } metadata.update(hosted_metadata) - non_overridable_default_config = RunnableConfig( - run_name=run_name, - metadata=metadata, - ) - + non_overridable_default_config: RunnableConfig = { + "run_name": run_name, + "metadata": metadata, + } # merge_configs is last-writer-wins, so we specifically pass in the # overridable configs first, then the user provided configs, then # finally the non-overridable configs @@ -269,7 +272,6 @@ def _update_config_with_defaults( incoming_config, non_overridable_default_config, ) - # run_id may have been set by user (and accepted by server) or # it may have been by the user on the server request path. # If it's not set, we'll generate a new one. @@ -803,6 +805,8 @@ async def invoke( with any other configuration. It's the last to be written, so it will override any other configuration. """ + from langchain_core.runnables.config import var_child_runnable_config + # We do not use the InvokeRequest model here since configurable runnables # have dynamic schema -- so the validation below is a bit more involved. config, input_ = await self._get_config_and_input( diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 7a04cefb..989e329a 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -1070,30 +1070,65 @@ async def mul_2(x: int) -> int: ) == StringPromptValue(text="What is your name? Bob") -async def test_input_validation(mocker: MockerFixture) -> None: - """Test client side and server side exceptions.""" +async def test_config_keys_validation(mocker: MockerFixture) -> None: + """This test should not use a RemoteRunnable. + + RemoteRunnable runs in the same process as the server during unit tests + and there's unfortunately an interaction between the config contextvars + that makes it difficult to test this behavior correctly using a RemoteRunnable. + + Instead the behavior can be tested correctly by making a regular http request + using a FastAPI test client. + """ async def add_one(x: int) -> int: """Add one to simulate a valid function""" return x + 1 server_runnable = RunnableLambda(func=add_one) - server_runnable2 = RunnableLambda(func=add_one) app = FastAPI() add_routes( app, server_runnable, input_type=int, - path="/add_one", + config_keys=["metadata"], ) + async with AsyncClient(app=app, base_url="http://localhost:9999") as async_client: + server_runnable_spy = mocker.spy(server_runnable, "ainvoke") + response = await async_client.post( + "/invoke", + json={"input": 1, "config": {"tags": ["hello"], "metadata": {"a": 5}}}, + ) + # Config should be ignored but default debug information + # will still be added + assert response.status_code == 200 + config_seen = server_runnable_spy.call_args[0][1] + assert "metadata" in config_seen + assert "a" in config_seen["metadata"] + assert config_seen["tags"] == [] + assert "__useragent" in config_seen["metadata"] + assert "__langserve_version" in config_seen["metadata"] + assert "__langserve_endpoint" in config_seen["metadata"] + assert config_seen["metadata"]["__langserve_endpoint"] == "invoke" + + +async def test_input_validation(mocker: MockerFixture) -> None: + """Test client side and server side exceptions.""" + + async def add_one(x: int) -> int: + """Add one to simulate a valid function""" + return x + 1 + server_runnable = RunnableLambda(func=add_one) + server_runnable2 = RunnableLambda(func=add_one) + + app = FastAPI() add_routes( app, - server_runnable2, + server_runnable, input_type=int, - path="/add_one_config", - config_keys=["tags", "metadata"], + path="/add_one", ) async with get_async_remote_runnable( @@ -1108,38 +1143,6 @@ async def add_one(x: int) -> int: with pytest.raises(httpx.HTTPError): await runnable.abatch(["hello"]) - config = {"tags": ["test"], "metadata": {"a": 5}} - - server_runnable_spy = mocker.spy(server_runnable, "ainvoke") - # Verify config is handled correctly - async with get_async_remote_runnable(app, path="/add_one") as runnable1: - # Verify that can be invoked with valid input - # Config ignored for runnable1 - assert await runnable1.ainvoke(1, config=config) == 2 - # Config should be ignored but default debug information - # will still be added - config_seen = server_runnable_spy.call_args[0][1] - assert "metadata" in config_seen - assert "a" not in config_seen["metadata"] - assert "__useragent" in config_seen["metadata"] - assert "__langserve_version" in config_seen["metadata"] - assert "__langserve_endpoint" in config_seen["metadata"] - assert config_seen["metadata"]["__langserve_endpoint"] == "invoke" - - server_runnable2_spy = mocker.spy(server_runnable2, "ainvoke") - async with get_async_remote_runnable(app, path="/add_one_config") as runnable2: - # Config accepted for runnable2 - assert await runnable2.ainvoke(1, config=config) == 2 - # Config ignored - - config_seen = server_runnable2_spy.call_args[0][1] - assert config_seen["tags"] == ["test"] - assert config_seen["metadata"]["a"] == 5 - assert "__useragent" in config_seen["metadata"] - assert "__langserve_version" in config_seen["metadata"] - assert "__langserve_endpoint" in config_seen["metadata"] - assert config_seen["metadata"]["__langserve_endpoint"] == "invoke" - async def test_input_validation_with_lc_types(event_loop: AbstractEventLoop) -> None: """Test client side and server side exceptions.""" From bacd7d65bc2a0854397e8a78619725997e19349d Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:26:01 -0400 Subject: [PATCH 05/14] x --- langserve/api_handler.py | 18 +++++++----------- 1 file changed, 7 insertions(+), 11 deletions(-) diff --git a/langserve/api_handler.py b/langserve/api_handler.py index 329e8a76..9f9d75cb 100644 --- a/langserve/api_handler.py +++ b/langserve/api_handler.py @@ -181,9 +181,6 @@ async def _unpack_request_config( credentials to a runnable. The RunnableConfig is presented in its dictionary form. Note that only keys in `config_keys` will be modifiable by this function. - config_keys: keys that are accepted by the server. This is used to - make sure that the server doesn't allow any keys that it doesn't want - to allow. """ config_dicts = [] for config in client_sent_configs: @@ -195,7 +192,6 @@ async def _unpack_request_config( config_dicts.append(model(**config).dict()) else: raise TypeError(f"Expected a string, dict or BaseModel got {type(config)}") - config = merge_configs(*config_dicts) if "configurable" in config and config["configurable"]: if "configurable" not in config_keys: @@ -232,7 +228,7 @@ def _update_config_with_defaults( """Set up some baseline configuration for the underlying runnable.""" # Currently all defaults are non-overridable - overridable_default_config: RunnableConfig = {} + overridable_default_config = RunnableConfig() metadata = { "__useragent": request.headers.get("user-agent"), @@ -260,10 +256,11 @@ def _update_config_with_defaults( } metadata.update(hosted_metadata) - non_overridable_default_config: RunnableConfig = { - "run_name": run_name, - "metadata": metadata, - } + non_overridable_default_config = RunnableConfig( + run_name=run_name, + metadata=metadata, + ) + # merge_configs is last-writer-wins, so we specifically pass in the # overridable configs first, then the user provided configs, then # finally the non-overridable configs @@ -272,6 +269,7 @@ def _update_config_with_defaults( incoming_config, non_overridable_default_config, ) + # run_id may have been set by user (and accepted by server) or # it may have been by the user on the server request path. # If it's not set, we'll generate a new one. @@ -805,8 +803,6 @@ async def invoke( with any other configuration. It's the last to be written, so it will override any other configuration. """ - from langchain_core.runnables.config import var_child_runnable_config - # We do not use the InvokeRequest model here since configurable runnables # have dynamic schema -- so the validation below is a bit more involved. config, input_ = await self._get_config_and_input( From 2830e3aadd1ca24ff5617ae2b640306738f628d6 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:27:32 -0400 Subject: [PATCH 06/14] x --- tests/unit_tests/test_server_client.py | 1 - 1 file changed, 1 deletion(-) diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 989e329a..f5117c49 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -1121,7 +1121,6 @@ async def add_one(x: int) -> int: return x + 1 server_runnable = RunnableLambda(func=add_one) - server_runnable2 = RunnableLambda(func=add_one) app = FastAPI() add_routes( From 93050f73f10b25309383552d2f10819922d7c323 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:31:56 -0400 Subject: [PATCH 07/14] x --- poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 8a888b2c..03f9698f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1598,8 +1598,8 @@ jsonpatch = ">=1.33,<2.0" langsmith = ">=0.1.75,<0.2.0" packaging = ">=23.2,<25" pydantic = [ - {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, + {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, ] PyYAML = ">=5.3" tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0" @@ -1619,8 +1619,8 @@ files = [ [package.dependencies] orjson = ">=3.9.14,<4.0.0" pydantic = [ - {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, + {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, ] requests = ">=2,<3" @@ -2293,8 +2293,8 @@ files = [ annotated-types = ">=0.4.0" pydantic-core = "2.20.1" typing-extensions = [ - {version = ">=4.12.2", markers = "python_version >= \"3.13\""}, {version = ">=4.6.1", markers = "python_version < \"3.13\""}, + {version = ">=4.12.2", markers = "python_version >= \"3.13\""}, ] [package.extras] @@ -3916,4 +3916,4 @@ server = ["fastapi", "sse-starlette"] [metadata] lock-version = "2.0" python-versions = "^3.8.1" -content-hash = "fb54d21435b07df0e1df027d1bbb903c0ed946a6283c31e8cf994da8e8e418a7" +content-hash = "977dc6680008cf9a04eb19176e58c00fb61436e90a957846963b787cb1f3e1ea" From f641459d5746b0229528ac1bc9c8611ae55a6ac5 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:35:18 -0400 Subject: [PATCH 08/14] x --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index 03f9698f..bd605723 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1584,13 +1584,13 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v [[package]] name = "langchain-core" -version = "0.2.33" +version = "0.2.38" description = "Building applications with LLMs through composability" optional = false python-versions = "<4.0,>=3.8.1" files = [ - {file = "langchain_core-0.2.33-py3-none-any.whl", hash = "sha256:c8de411336c13fa440b7a52895bfd1c064f04d315344855962988483902cc532"}, - {file = "langchain_core-0.2.33.tar.gz", hash = "sha256:dd2659e0a560fc987b210107bf989aa14a6f4b67dd214c13a2c9669036cda975"}, + {file = "langchain_core-0.2.38-py3-none-any.whl", hash = "sha256:8a5729bc7e68b4af089af20eff44fe4e7ca21d0e0c87ec21cef7621981fd1a4a"}, + {file = "langchain_core-0.2.38.tar.gz", hash = "sha256:eb69dbedd344f2ee1f15bcea6c71a05884b867588fadc42d04632e727c1238f3"}, ] [package.dependencies] From bda447847a3fee0cf28276509fba4ac403cc83c2 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:50:52 -0400 Subject: [PATCH 09/14] x --- tests/unit_tests/test_server_client.py | 24 +++++++++++++++--------- 1 file changed, 15 insertions(+), 9 deletions(-) diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 0782188c..66a548a5 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -584,16 +584,22 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: assert await async_remote_runnable.ainvoke(1, config={"callbacks": [tracer]}) == 2 # Picking up the run from the server side, and client side should also log a run # from the RemoteRunnable that will have as a child the server side run. - assert len(tracer.runs) == 2 - - first_run = tracer.runs[0] - - remote_runnable_run = ( - tracer.runs[0] if first_run.name == "RemoteRunnable" else tracer.runs[1] - ) - assert remote_runnable_run.name == "RemoteRunnable" + if len(tracer.runs) == 2: + first_run = tracer.runs[0] - assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" + remote_runnable_run = ( + tracer.runs[0] if first_run.name == "RemoteRunnable" else tracer.runs[1] + ) + assert remote_runnable_run.name == "RemoteRunnable" + + assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" + elif len(tracer.runs) == 1: + remote_runnable = tracer.runs[0] + assert remote_runnable.child_runs[0].name == "add_one_or_passthrough" + else: + # TODO(0.3): Need to investigate this test -- getting two + # different behaviors between CI and local. + raise AssertionError("Expected 1 or 2 runs") async def test_abatch(async_remote_runnable: RemoteRunnable) -> None: From 2fa25b316b01953351ab9d55296b0b183697e42c Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:59:02 -0400 Subject: [PATCH 10/14] x --- tests/unit_tests/test_server_client.py | 23 ++++++++++++++--------- 1 file changed, 14 insertions(+), 9 deletions(-) diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 66a548a5..46c64fa7 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -571,6 +571,9 @@ def test_batch(sync_remote_runnable: RemoteRunnable) -> None: ) +import sys + + async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: """Test async invoke.""" assert await async_remote_runnable.ainvoke(1) == 2 @@ -582,9 +585,14 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: # Test tracing tracer = FakeTracer() assert await async_remote_runnable.ainvoke(1, config={"callbacks": [tracer]}) == 2 - # Picking up the run from the server side, and client side should also log a run - # from the RemoteRunnable that will have as a child the server side run. - if len(tracer.runs) == 2: + # This code has some funkiness from the test code running the client and the + # server in the same process AND the fact that we use contextvars to propagate + # config information. + # The behavior is also different between python < 3.10 and python >= 3.10 + # due to asyncio supporting contextvars starting from 3.10. + # check the python version now + if sys.version_info >= (3, 10): + assert len(tracer.runs) == 2 first_run = tracer.runs[0] remote_runnable_run = ( @@ -593,13 +601,10 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: assert remote_runnable_run.name == "RemoteRunnable" assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" - elif len(tracer.runs) == 1: + elif sys.version_info <= (3, 9): + assert len(tracer.runs) == 1 remote_runnable = tracer.runs[0] - assert remote_runnable.child_runs[0].name == "add_one_or_passthrough" - else: - # TODO(0.3): Need to investigate this test -- getting two - # different behaviors between CI and local. - raise AssertionError("Expected 1 or 2 runs") + assert remote_runnable.child_runs[0].extras == "add_one_or_passthrough" async def test_abatch(async_remote_runnable: RemoteRunnable) -> None: From 6466cc6d1cbfc9a5bfaf4451e68212e05dc67e02 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 11:59:34 -0400 Subject: [PATCH 11/14] x --- tests/unit_tests/test_server_client.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 46c64fa7..03de9782 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -2,6 +2,7 @@ import asyncio import datetime import json +import sys import uuid from asyncio import AbstractEventLoop from contextlib import asynccontextmanager, contextmanager @@ -571,9 +572,6 @@ def test_batch(sync_remote_runnable: RemoteRunnable) -> None: ) -import sys - - async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: """Test async invoke.""" assert await async_remote_runnable.ainvoke(1) == 2 From ce7870f2045518dec0fc183bd949b399bdc004e7 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 12:10:47 -0400 Subject: [PATCH 12/14] x --- tests/unit_tests/test_server_client.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 03de9782..164ec72c 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -599,10 +599,15 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: assert remote_runnable_run.name == "RemoteRunnable" assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" - elif sys.version_info <= (3, 9): + elif sys.version_info < (3, 10): assert len(tracer.runs) == 1 remote_runnable = tracer.runs[0] - assert remote_runnable.child_runs[0].extras == "add_one_or_passthrough" + assert ( + remote_runnable.child_runs[0].extra["kwargs"]["name"] + == "add_one_or_passthrough" + ) + else: + raise AssertionError(f"Unsupported python version {sys.version_info}") async def test_abatch(async_remote_runnable: RemoteRunnable) -> None: From 3a03e7daa5774c746d1223066b4fb6a0291a64fb Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 13:39:47 -0400 Subject: [PATCH 13/14] x --- tests/unit_tests/test_server_client.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index 164ec72c..f25d0981 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -590,7 +590,7 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: # due to asyncio supporting contextvars starting from 3.10. # check the python version now if sys.version_info >= (3, 10): - assert len(tracer.runs) == 2 + assert len(tracer.runs) == 2, "Failed for python >= 3.10" first_run = tracer.runs[0] remote_runnable_run = ( @@ -600,7 +600,7 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" elif sys.version_info < (3, 10): - assert len(tracer.runs) == 1 + assert len(tracer.runs) == 1, "Failed for python < 3.10" remote_runnable = tracer.runs[0] assert ( remote_runnable.child_runs[0].extra["kwargs"]["name"] From f5ba362402a1f451a5ae66611800911406413267 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Fri, 6 Sep 2024 13:49:05 -0400 Subject: [PATCH 14/14] bump version --- tests/unit_tests/test_server_client.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py index f25d0981..6bbb070e 100644 --- a/tests/unit_tests/test_server_client.py +++ b/tests/unit_tests/test_server_client.py @@ -586,11 +586,11 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: # This code has some funkiness from the test code running the client and the # server in the same process AND the fact that we use contextvars to propagate # config information. - # The behavior is also different between python < 3.10 and python >= 3.10 - # due to asyncio supporting contextvars starting from 3.10. + # The behavior is also different between python < 3.11 and python >= 3.11 + # due to asyncio supporting contextvars starting from 3.11. # check the python version now - if sys.version_info >= (3, 10): - assert len(tracer.runs) == 2, "Failed for python >= 3.10" + if sys.version_info >= (3, 11): + assert len(tracer.runs) == 2, "Failed for python >= 3.11" first_run = tracer.runs[0] remote_runnable_run = ( @@ -599,8 +599,8 @@ async def test_ainvoke(async_remote_runnable: RemoteRunnable) -> None: assert remote_runnable_run.name == "RemoteRunnable" assert remote_runnable_run.child_runs[0].name == "add_one_or_passthrough" - elif sys.version_info < (3, 10): - assert len(tracer.runs) == 1, "Failed for python < 3.10" + elif sys.version_info < (3, 11): + assert len(tracer.runs) == 1, "Failed for python < 3.11" remote_runnable = tracer.runs[0] assert ( remote_runnable.child_runs[0].extra["kwargs"]["name"]