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[Core] Unified Enable/Disable Tracing (#22576)

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pull/22595/head
William FH 4 months ago committed by GitHub
parent 57c1239643
commit be79ce9336
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GPG Key ID: B5690EEEBB952194
4 changed files with 183 additions and 169 deletions
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11
libs/core/langchain_core/tracers/context.py
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@ -21,7 +21,6 @@ from langsmith.run_helpers import get_run_tree_context
from langchain_core.tracers.langchain import LangChainTracer
from langchain_core.tracers.run_collector import RunCollectorCallbackHandler
from langchain_core.tracers.schemas import TracerSessionV1
from langchain_core.utils.env import env_var_is_set
if TYPE_CHECKING:
from langsmith import Client as LangSmithClient
@ -145,13 +144,9 @@ def _get_trace_callbacks(
def _tracing_v2_is_enabled() -> bool:
return (
env_var_is_set("LANGCHAIN_TRACING_V2")
or env_var_is_set("LANGSMITH_TRACING")
or env_var_is_set("LANGSMITH_TRACING_V2")
or tracing_v2_callback_var.get() is not None
or get_run_tree_context() is not None
)
if tracing_v2_callback_var.get() is not None:
return True
return ls_utils.tracing_is_enabled()
def _get_tracer_project() -> str:

276
libs/core/poetry.lock generated
Unescape Escape View File

@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
[[package]]
name = "annotated-types"
@ -243,13 +243,13 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
[[package]]
name = "certifi"
version = "2024.6.2"
version = "2024.2.2"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
files = [
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]
[[package]]
@ -565,13 +565,13 @@ python-dateutil = ">=2.7"
[[package]]
name = "gprof2dot"
version = "2024.6.6"
version = "2022.7.29"
description = "Generate a dot graph from the output of several profilers."
optional = false
python-versions = ">=3.8"
python-versions = ">=2.7"
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@ -882,7 +882,6 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
files = [
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[[package]]
@ -1060,13 +1059,13 @@ jupyter-server = ">=1.1.2"
[[package]]
name = "jupyter-server"
version = "2.14.1"
version = "2.14.0"
description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
optional = false
python-versions = ">=3.8"
files = [
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[package.dependencies]
@ -1091,7 +1090,7 @@ traitlets = ">=5.6.0"
websocket-client = ">=1.7"
[package.extras]
docs = ["ipykernel", "jinja2", "jupyter-client", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0,<9)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
[[package]]
@ -1735,13 +1734,13 @@ twisted = ["twisted"]
[[package]]
name = "prompt-toolkit"
version = "3.0.46"
version = "3.0.45"
description = "Library for building powerful interactive command lines in Python"
optional = false
python-versions = ">=3.7.0"
files = [
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]
[package.dependencies]
@ -1813,18 +1812,18 @@ files = [
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name = "pydantic"
version = "2.7.3"
version = "2.7.2"
description = "Data validation using Python type hints"
optional = false
python-versions = ">=3.8"
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pydantic-core = "2.18.4"
pydantic-core = "2.18.3"
typing-extensions = ">=4.6.1"
[package.extras]
@ -1832,90 +1831,90 @@ email = ["email-validator (>=2.0.0)"]
[[package]]
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version = "2.18.3"
description = "Core functionality for Pydantic validation and serialization"
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name = "zipp"
version = "3.19.2"
version = "3.19.0"
description = "Backport of pathlib-compatible object wrapper for zip files"
optional = false
python-versions = ">=3.8"
files = [
{file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
{file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
{file = "zipp-3.19.0-py3-none-any.whl", hash = "sha256:96dc6ad62f1441bcaccef23b274ec471518daf4fbbc580341204936a5a3dddec"},
{file = "zipp-3.19.0.tar.gz", hash = "sha256:952df858fb3164426c976d9338d3961e8e8b3758e2e059e0f754b8c4262625ee"},
]
[package.extras]
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)"]
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", "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)"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.8.1,<4.0"
content-hash = "56c80eec60be342936ceeac1ea048a013d5bed509cce5db954bcddac919d3498"
content-hash = "0fcf4292cd7fbf92dfb5103bd3281a511184b01f07324e651145f43431567c3b"

2
libs/core/pyproject.toml
Unescape Escape View File

@ -11,7 +11,7 @@ repository = "https://github.com/langchain-ai/langchain"
[tool.poetry.dependencies]
python = ">=3.8.1,<4.0"
pydantic = ">=1,<3"
langsmith = "^0.1.66"
langsmith = "^0.1.75"
tenacity = "^8.1.0"
jsonpatch = "^1.33"
PyYAML = ">=5.3"

63
libs/core/tests/unit_tests/runnables/test_tracing_interops.py
Unescape Escape View File

@ -1,10 +1,10 @@
import json
import sys
import time
from unittest.mock import MagicMock
from unittest.mock import MagicMock, patch
import pytest
from langsmith import Client, traceable
from langsmith.run_helpers import tracing_context
from langchain_core.runnables.base import RunnableLambda
from langchain_core.tracers.langchain import LangChainTracer
@ -20,14 +20,20 @@ def _get_posts(client: Client) -> list:
assert call.args[0] == "POST"
assert call.args[1].startswith("https://api.smith.langchain.com")
body = json.loads(call.kwargs["data"])
assert body["post"]
posts.extend(body["post"])
if "post" in body:
# Batch request
assert body["post"]
posts.extend(body["post"])
else:
posts.append(body)
return posts
def test_config_traceable_handoff() -> None:
mock_session = MagicMock()
mock_client_ = Client(session=mock_session, api_key="test")
mock_client_ = Client(
session=mock_session, api_key="test", auto_batch_tracing=False
)
tracer = LangChainTracer(client=mock_client_)
@traceable
@ -56,11 +62,7 @@ def test_config_traceable_handoff() -> None:
my_parent_runnable = RunnableLambda(my_parent_function)
assert my_parent_runnable.invoke(1, {"callbacks": [tracer]}) == 6
for _ in range(15):
time.sleep(0.1)
posts = _get_posts(mock_client_)
if len(posts) == 6:
break
posts = _get_posts(mock_client_)
# There should have been 6 runs created,
# one for each function invocation
assert len(posts) == 6
@ -101,7 +103,9 @@ def test_config_traceable_handoff() -> None:
)
async def test_config_traceable_async_handoff() -> None:
mock_session = MagicMock()
mock_client_ = Client(session=mock_session, api_key="test")
mock_client_ = Client(
session=mock_session, api_key="test", auto_batch_tracing=False
)
tracer = LangChainTracer(client=mock_client_)
@traceable
@ -130,11 +134,7 @@ async def test_config_traceable_async_handoff() -> None:
my_parent_runnable = RunnableLambda(my_parent_function) # type: ignore
result = await my_parent_runnable.ainvoke(1, {"callbacks": [tracer]})
assert result == 6
for _ in range(15):
time.sleep(0.1)
posts = _get_posts(mock_client_)
if len(posts) == 6:
break
posts = _get_posts(mock_client_)
# There should have been 6 runs created,
# one for each function invocation
assert len(posts) == 6
@ -168,3 +168,34 @@ async def test_config_traceable_async_handoff() -> None:
)
last_dotted_order = dotted_order
parent_run_id = id_
@patch("langchain_core.tracers.langchain.get_client")
@pytest.mark.parametrize("enabled", [None, True, False])
@pytest.mark.parametrize("env", ["", "true"])
def test_tracing_enable_disable(
mock_get_client: MagicMock, enabled: bool, env: str
) -> None:
mock_session = MagicMock()
mock_client_ = Client(
session=mock_session, api_key="test", auto_batch_tracing=False
)
mock_get_client.return_value = mock_client_
def my_func(a: int) -> int:
return a + 1
env_on = env == "true"
with patch.dict("os.environ", {"LANGSMITH_TRACING": env}):
with tracing_context(enabled=enabled):
RunnableLambda(my_func).invoke(1)
mock_posts = _get_posts(mock_client_)
if enabled is True:
assert len(mock_posts) == 1
elif enabled is False:
assert not mock_posts
elif env_on:
assert len(mock_posts) == 1
else:
assert not mock_posts

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