mirror of
https://github.com/hwchase17/langchain.git
synced 2025-09-05 04:55:14 +00:00
Delete V1 tracer and refactor tracer tests to core (#15326)
This commit is contained in:
@@ -1,7 +1,6 @@
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"""Tracers that record execution of LangChain runs."""
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"""Tracers that record execution of LangChain runs."""
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from langchain_core.tracers.langchain import LangChainTracer
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from langchain_core.tracers.langchain import LangChainTracer
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from langchain_core.tracers.langchain_v1 import LangChainTracerV1
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from langchain_core.tracers.stdout import (
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from langchain_core.tracers.stdout import (
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ConsoleCallbackHandler,
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ConsoleCallbackHandler,
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FunctionCallbackHandler,
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FunctionCallbackHandler,
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@@ -13,6 +12,5 @@ __all__ = [
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"ConsoleCallbackHandler",
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"ConsoleCallbackHandler",
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"FunctionCallbackHandler",
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"FunctionCallbackHandler",
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"LangChainTracer",
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"LangChainTracer",
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"LangChainTracerV1",
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"WandbTracer",
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"WandbTracer",
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]
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]
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@@ -5,7 +5,7 @@ import os
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from aiohttp import ClientSession
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from aiohttp import ClientSession
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from langchain_core.callbacks.manager import atrace_as_chain_group, trace_as_chain_group
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from langchain_core.callbacks.manager import atrace_as_chain_group, trace_as_chain_group
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from langchain_core.prompts import PromptTemplate
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from langchain_core.prompts import PromptTemplate
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from langchain_core.tracers.context import tracing_enabled, tracing_v2_enabled
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from langchain_core.tracers.context import tracing_v2_enabled
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from langchain_community.chat_models import ChatOpenAI
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from langchain_community.chat_models import ChatOpenAI
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from langchain_community.llms import OpenAI
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from langchain_community.llms import OpenAI
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@@ -76,63 +76,6 @@ async def test_tracing_concurrent() -> None:
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await aiosession.close()
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await aiosession.close()
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async def test_tracing_concurrent_bw_compat_environ() -> None:
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from langchain.agents import AgentType, initialize_agent, load_tools
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os.environ["LANGCHAIN_HANDLER"] = "langchain"
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if "LANGCHAIN_TRACING" in os.environ:
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del os.environ["LANGCHAIN_TRACING"]
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aiosession = ClientSession()
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llm = OpenAI(temperature=0)
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async_tools = load_tools(["llm-math", "serpapi"], llm=llm, aiosession=aiosession)
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agent = initialize_agent(
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async_tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True
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)
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tasks = [agent.arun(q) for q in questions[:3]]
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await asyncio.gather(*tasks)
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await aiosession.close()
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if "LANGCHAIN_HANDLER" in os.environ:
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del os.environ["LANGCHAIN_HANDLER"]
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def test_tracing_context_manager() -> None:
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from langchain.agents import AgentType, initialize_agent, load_tools
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llm = OpenAI(temperature=0)
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tools = load_tools(["llm-math", "serpapi"], llm=llm)
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agent = initialize_agent(
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tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True
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)
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if "LANGCHAIN_TRACING" in os.environ:
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del os.environ["LANGCHAIN_TRACING"]
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with tracing_enabled() as session:
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assert session
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agent.run(questions[0]) # this should be traced
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agent.run(questions[0]) # this should not be traced
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async def test_tracing_context_manager_async() -> None:
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from langchain.agents import AgentType, initialize_agent, load_tools
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llm = OpenAI(temperature=0)
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async_tools = load_tools(["llm-math", "serpapi"], llm=llm)
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agent = initialize_agent(
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async_tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True
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)
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if "LANGCHAIN_TRACING" in os.environ:
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del os.environ["LANGCHAIN_TRACING"]
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# start a background task
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task = asyncio.create_task(agent.arun(questions[0])) # this should not be traced
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with tracing_enabled() as session:
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assert session
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tasks = [agent.arun(q) for q in questions[1:4]] # these should be traced
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await asyncio.gather(*tasks)
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await task
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async def test_tracing_v2_environment_variable() -> None:
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async def test_tracing_v2_environment_variable() -> None:
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from langchain.agents import AgentType, initialize_agent, load_tools
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from langchain.agents import AgentType, initialize_agent, load_tools
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@@ -1,559 +0,0 @@
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"""Test Tracer classes."""
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from __future__ import annotations
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from datetime import datetime
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from typing import List, Optional, Union
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from uuid import uuid4
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import pytest
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from freezegun import freeze_time
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from langchain_core.callbacks import CallbackManager
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from langchain_core.messages import HumanMessage
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from langchain_core.outputs import LLMResult
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from langchain_core.tracers.base import BaseTracer, TracerException
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from langchain_core.tracers.langchain_v1 import (
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ChainRun,
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LangChainTracerV1,
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LLMRun,
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ToolRun,
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TracerSessionV1,
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)
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from langchain_core.tracers.schemas import Run, TracerSessionV1Base
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TEST_SESSION_ID = 2023
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SERIALIZED = {"id": ["llm"]}
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SERIALIZED_CHAT = {"id": ["chat_model"]}
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def load_session(session_name: str) -> TracerSessionV1:
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"""Load a tracing session."""
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return TracerSessionV1(
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id=TEST_SESSION_ID, name=session_name, start_time=datetime.utcnow()
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)
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def new_session(name: Optional[str] = None) -> TracerSessionV1:
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"""Create a new tracing session."""
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return TracerSessionV1(
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id=TEST_SESSION_ID, name=name or "default", start_time=datetime.utcnow()
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)
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def _persist_session(session: TracerSessionV1Base) -> TracerSessionV1:
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"""Persist a tracing session."""
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return TracerSessionV1(**{**session.dict(), "id": TEST_SESSION_ID})
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def load_default_session() -> TracerSessionV1:
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"""Load a tracing session."""
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return TracerSessionV1(
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id=TEST_SESSION_ID, name="default", start_time=datetime.utcnow()
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)
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@pytest.fixture
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def lang_chain_tracer_v1(monkeypatch: pytest.MonkeyPatch) -> LangChainTracerV1:
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monkeypatch.setenv("LANGCHAIN_TENANT_ID", "test-tenant-id")
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monkeypatch.setenv("LANGCHAIN_ENDPOINT", "http://test-endpoint.com")
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monkeypatch.setenv("LANGCHAIN_API_KEY", "foo")
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tracer = LangChainTracerV1()
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return tracer
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class FakeTracer(BaseTracer):
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"""Fake tracer that records LangChain execution."""
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def __init__(self) -> None:
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"""Initialize the tracer."""
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super().__init__()
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self.runs: List[Union[LLMRun, ChainRun, ToolRun]] = []
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def _persist_run(self, run: Union[Run, LLMRun, ChainRun, ToolRun]) -> None:
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"""Persist a run."""
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if isinstance(run, Run):
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with pytest.MonkeyPatch().context() as m:
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m.setenv("LANGCHAIN_TENANT_ID", "test-tenant-id")
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m.setenv("LANGCHAIN_ENDPOINT", "http://test-endpoint.com")
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m.setenv("LANGCHAIN_API_KEY", "foo")
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tracer = LangChainTracerV1()
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tracer.load_default_session = load_default_session # type: ignore
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run = tracer._convert_to_v1_run(run)
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self.runs.append(run)
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def _persist_session(self, session: TracerSessionV1Base) -> TracerSessionV1:
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"""Persist a tracing session."""
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return _persist_session(session)
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def new_session(self, name: Optional[str] = None) -> TracerSessionV1:
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"""Create a new tracing session."""
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return new_session(name)
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def load_session(self, session_name: str) -> TracerSessionV1:
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"""Load a tracing session."""
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return load_session(session_name)
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def load_default_session(self) -> TracerSessionV1:
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"""Load a tracing session."""
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return load_default_session()
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def _compare_run_with_error(run: Run, expected_run: Run) -> None:
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received = run.dict()
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received_err = received.pop("error")
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expected = expected_run.dict()
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expected_err = expected.pop("error")
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assert received == expected
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assert expected_err in received_err
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@freeze_time("2023-01-01")
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def test_tracer_llm_run() -> None:
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"""Test tracer on an LLM run."""
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uuid = uuid4()
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compare_run = LLMRun(
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uuid=str(uuid),
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parent_uuid=None,
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start_time=datetime.utcnow(),
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end_time=datetime.utcnow(),
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extra={},
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execution_order=1,
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child_execution_order=1,
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serialized=SERIALIZED,
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prompts=[],
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response=LLMResult(generations=[[]]),
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session_id=TEST_SESSION_ID,
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error=None,
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)
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tracer = FakeTracer()
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tracer.new_session()
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tracer.on_llm_start(serialized=SERIALIZED, prompts=[], run_id=uuid)
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tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=uuid)
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assert tracer.runs == [compare_run]
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@freeze_time("2023-01-01")
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def test_tracer_chat_model_run() -> None:
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"""Test tracer on a Chat Model run."""
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tracer = FakeTracer()
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tracer.new_session()
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manager = CallbackManager(handlers=[tracer])
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run_managers = manager.on_chat_model_start(
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serialized=SERIALIZED_CHAT, messages=[[HumanMessage(content="")]]
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)
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compare_run = LLMRun(
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uuid=str(run_managers[0].run_id),
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parent_uuid=None,
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start_time=datetime.utcnow(),
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end_time=datetime.utcnow(),
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extra={},
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execution_order=1,
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child_execution_order=1,
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serialized=SERIALIZED_CHAT,
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prompts=["Human: "],
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response=LLMResult(generations=[[]]),
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session_id=TEST_SESSION_ID,
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error=None,
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)
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for run_manager in run_managers:
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run_manager.on_llm_end(response=LLMResult(generations=[[]]))
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assert tracer.runs == [compare_run]
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@freeze_time("2023-01-01")
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def test_tracer_llm_run_errors_no_start() -> None:
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"""Test tracer on an LLM run without a start."""
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tracer = FakeTracer()
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tracer.new_session()
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with pytest.raises(TracerException):
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tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=uuid4())
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@freeze_time("2023-01-01")
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def test_tracer_multiple_llm_runs() -> None:
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"""Test the tracer with multiple runs."""
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uuid = uuid4()
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compare_run = LLMRun(
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uuid=str(uuid),
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parent_uuid=None,
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start_time=datetime.utcnow(),
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end_time=datetime.utcnow(),
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extra={},
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execution_order=1,
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child_execution_order=1,
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serialized=SERIALIZED,
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prompts=[],
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response=LLMResult(generations=[[]]),
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session_id=TEST_SESSION_ID,
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error=None,
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)
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tracer = FakeTracer()
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tracer.new_session()
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num_runs = 10
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for _ in range(num_runs):
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tracer.on_llm_start(serialized=SERIALIZED, prompts=[], run_id=uuid)
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tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=uuid)
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assert tracer.runs == [compare_run] * num_runs
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@freeze_time("2023-01-01")
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def test_tracer_chain_run() -> None:
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"""Test tracer on a Chain run."""
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uuid = uuid4()
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compare_run = ChainRun(
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uuid=str(uuid),
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parent_uuid=None,
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start_time=datetime.utcnow(),
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end_time=datetime.utcnow(),
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extra={},
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execution_order=1,
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child_execution_order=1,
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serialized={"name": "chain"},
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inputs={},
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outputs={},
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session_id=TEST_SESSION_ID,
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error=None,
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)
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tracer = FakeTracer()
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tracer.new_session()
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tracer.on_chain_start(serialized={"name": "chain"}, inputs={}, run_id=uuid)
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tracer.on_chain_end(outputs={}, run_id=uuid)
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assert tracer.runs == [compare_run]
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@freeze_time("2023-01-01")
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def test_tracer_tool_run() -> None:
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"""Test tracer on a Tool run."""
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uuid = uuid4()
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compare_run = ToolRun(
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uuid=str(uuid),
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parent_uuid=None,
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start_time=datetime.utcnow(),
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end_time=datetime.utcnow(),
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extra={},
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execution_order=1,
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child_execution_order=1,
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serialized={"name": "tool"},
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tool_input="test",
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output="test",
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action="{'name': 'tool'}",
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session_id=TEST_SESSION_ID,
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error=None,
|
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)
|
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||||||
tracer = FakeTracer()
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tracer.new_session()
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tracer.on_tool_start(serialized={"name": "tool"}, input_str="test", run_id=uuid)
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||||||
tracer.on_tool_end("test", run_id=uuid)
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assert tracer.runs == [compare_run]
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@freeze_time("2023-01-01")
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|
||||||
def test_tracer_nested_run() -> None:
|
|
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"""Test tracer on a nested run."""
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tracer = FakeTracer()
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tracer.new_session()
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chain_uuid = uuid4()
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|
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tool_uuid = uuid4()
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|
||||||
llm_uuid1 = uuid4()
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|
||||||
llm_uuid2 = uuid4()
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for _ in range(10):
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||||||
tracer.on_chain_start(
|
|
||||||
serialized={"name": "chain"}, inputs={}, run_id=chain_uuid
|
|
||||||
)
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|
||||||
tracer.on_tool_start(
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|
||||||
serialized={"name": "tool"},
|
|
||||||
input_str="test",
|
|
||||||
run_id=tool_uuid,
|
|
||||||
parent_run_id=chain_uuid,
|
|
||||||
)
|
|
||||||
tracer.on_llm_start(
|
|
||||||
serialized=SERIALIZED,
|
|
||||||
prompts=[],
|
|
||||||
run_id=llm_uuid1,
|
|
||||||
parent_run_id=tool_uuid,
|
|
||||||
)
|
|
||||||
tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=llm_uuid1)
|
|
||||||
tracer.on_tool_end("test", run_id=tool_uuid)
|
|
||||||
tracer.on_llm_start(
|
|
||||||
serialized=SERIALIZED,
|
|
||||||
prompts=[],
|
|
||||||
run_id=llm_uuid2,
|
|
||||||
parent_run_id=chain_uuid,
|
|
||||||
)
|
|
||||||
tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=llm_uuid2)
|
|
||||||
tracer.on_chain_end(outputs={}, run_id=chain_uuid)
|
|
||||||
|
|
||||||
compare_run = ChainRun(
|
|
||||||
uuid=str(chain_uuid),
|
|
||||||
error=None,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
extra={},
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=4,
|
|
||||||
serialized={"name": "chain"},
|
|
||||||
inputs={},
|
|
||||||
outputs={},
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
child_chain_runs=[],
|
|
||||||
child_tool_runs=[
|
|
||||||
ToolRun(
|
|
||||||
uuid=str(tool_uuid),
|
|
||||||
parent_uuid=str(chain_uuid),
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
extra={},
|
|
||||||
execution_order=2,
|
|
||||||
child_execution_order=3,
|
|
||||||
serialized={"name": "tool"},
|
|
||||||
tool_input="test",
|
|
||||||
output="test",
|
|
||||||
action="{'name': 'tool'}",
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
error=None,
|
|
||||||
child_chain_runs=[],
|
|
||||||
child_tool_runs=[],
|
|
||||||
child_llm_runs=[
|
|
||||||
LLMRun(
|
|
||||||
uuid=str(llm_uuid1),
|
|
||||||
parent_uuid=str(tool_uuid),
|
|
||||||
error=None,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
extra={},
|
|
||||||
execution_order=3,
|
|
||||||
child_execution_order=3,
|
|
||||||
serialized=SERIALIZED,
|
|
||||||
prompts=[],
|
|
||||||
response=LLMResult(generations=[[]]),
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
)
|
|
||||||
],
|
|
||||||
),
|
|
||||||
],
|
|
||||||
child_llm_runs=[
|
|
||||||
LLMRun(
|
|
||||||
uuid=str(llm_uuid2),
|
|
||||||
parent_uuid=str(chain_uuid),
|
|
||||||
error=None,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
extra={},
|
|
||||||
execution_order=4,
|
|
||||||
child_execution_order=4,
|
|
||||||
serialized=SERIALIZED,
|
|
||||||
prompts=[],
|
|
||||||
response=LLMResult(generations=[[]]),
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
),
|
|
||||||
],
|
|
||||||
)
|
|
||||||
assert tracer.runs[0] == compare_run
|
|
||||||
assert tracer.runs == [compare_run] * 10
|
|
||||||
|
|
||||||
|
|
||||||
@freeze_time("2023-01-01")
|
|
||||||
def test_tracer_llm_run_on_error() -> None:
|
|
||||||
"""Test tracer on an LLM run with an error."""
|
|
||||||
exception = Exception("test")
|
|
||||||
uuid = uuid4()
|
|
||||||
|
|
||||||
compare_run = LLMRun(
|
|
||||||
uuid=str(uuid),
|
|
||||||
parent_uuid=None,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
extra={},
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
serialized=SERIALIZED,
|
|
||||||
prompts=[],
|
|
||||||
response=None,
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
error=repr(exception),
|
|
||||||
)
|
|
||||||
tracer = FakeTracer()
|
|
||||||
|
|
||||||
tracer.new_session()
|
|
||||||
tracer.on_llm_start(serialized=SERIALIZED, prompts=[], run_id=uuid)
|
|
||||||
tracer.on_llm_error(exception, run_id=uuid)
|
|
||||||
_compare_run_with_error(tracer.runs[0], compare_run)
|
|
||||||
|
|
||||||
|
|
||||||
@freeze_time("2023-01-01")
|
|
||||||
def test_tracer_chain_run_on_error() -> None:
|
|
||||||
"""Test tracer on a Chain run with an error."""
|
|
||||||
exception = Exception("test")
|
|
||||||
uuid = uuid4()
|
|
||||||
|
|
||||||
compare_run = ChainRun(
|
|
||||||
uuid=str(uuid),
|
|
||||||
parent_uuid=None,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
extra={},
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
serialized={"name": "chain"},
|
|
||||||
inputs={},
|
|
||||||
outputs=None,
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
error=repr(exception),
|
|
||||||
)
|
|
||||||
tracer = FakeTracer()
|
|
||||||
|
|
||||||
tracer.new_session()
|
|
||||||
tracer.on_chain_start(serialized={"name": "chain"}, inputs={}, run_id=uuid)
|
|
||||||
tracer.on_chain_error(exception, run_id=uuid)
|
|
||||||
_compare_run_with_error(tracer.runs[0], compare_run)
|
|
||||||
|
|
||||||
|
|
||||||
@freeze_time("2023-01-01")
|
|
||||||
def test_tracer_tool_run_on_error() -> None:
|
|
||||||
"""Test tracer on a Tool run with an error."""
|
|
||||||
exception = Exception("test")
|
|
||||||
uuid = uuid4()
|
|
||||||
|
|
||||||
compare_run = ToolRun(
|
|
||||||
uuid=str(uuid),
|
|
||||||
parent_uuid=None,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
extra={},
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
serialized={"name": "tool"},
|
|
||||||
tool_input="test",
|
|
||||||
output=None,
|
|
||||||
action="{'name': 'tool'}",
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
error=repr(exception),
|
|
||||||
)
|
|
||||||
tracer = FakeTracer()
|
|
||||||
|
|
||||||
tracer.new_session()
|
|
||||||
tracer.on_tool_start(serialized={"name": "tool"}, input_str="test", run_id=uuid)
|
|
||||||
tracer.on_tool_error(exception, run_id=uuid)
|
|
||||||
_compare_run_with_error(tracer.runs[0], compare_run)
|
|
||||||
|
|
||||||
|
|
||||||
@pytest.fixture
|
|
||||||
def sample_tracer_session_v1() -> TracerSessionV1:
|
|
||||||
return TracerSessionV1(id=2, name="Sample session")
|
|
||||||
|
|
||||||
|
|
||||||
@freeze_time("2023-01-01")
|
|
||||||
def test_convert_run(
|
|
||||||
lang_chain_tracer_v1: LangChainTracerV1,
|
|
||||||
sample_tracer_session_v1: TracerSessionV1,
|
|
||||||
) -> None:
|
|
||||||
"""Test converting a run to a V1 run."""
|
|
||||||
llm_run = Run(
|
|
||||||
id="57a08cc4-73d2-4236-8370-549099d07fad",
|
|
||||||
name="llm_run",
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
session_id=TEST_SESSION_ID,
|
|
||||||
inputs={"prompts": []},
|
|
||||||
outputs=LLMResult(generations=[[]]).dict(),
|
|
||||||
serialized={},
|
|
||||||
extra={},
|
|
||||||
run_type="llm",
|
|
||||||
)
|
|
||||||
chain_run = Run(
|
|
||||||
id="57a08cc4-73d2-4236-8371-549099d07fad",
|
|
||||||
name="chain_run",
|
|
||||||
execution_order=1,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
child_execution_order=1,
|
|
||||||
serialized={},
|
|
||||||
inputs={},
|
|
||||||
outputs={},
|
|
||||||
child_runs=[llm_run],
|
|
||||||
extra={},
|
|
||||||
run_type="chain",
|
|
||||||
)
|
|
||||||
|
|
||||||
tool_run = Run(
|
|
||||||
id="57a08cc4-73d2-4236-8372-549099d07fad",
|
|
||||||
name="tool_run",
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
inputs={"input": "test"},
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
outputs=None,
|
|
||||||
serialized={},
|
|
||||||
child_runs=[],
|
|
||||||
extra={},
|
|
||||||
run_type="tool",
|
|
||||||
)
|
|
||||||
|
|
||||||
expected_llm_run = LLMRun(
|
|
||||||
uuid="57a08cc4-73d2-4236-8370-549099d07fad",
|
|
||||||
name="llm_run",
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
session_id=2,
|
|
||||||
prompts=[],
|
|
||||||
response=LLMResult(generations=[[]]),
|
|
||||||
serialized={},
|
|
||||||
extra={},
|
|
||||||
)
|
|
||||||
|
|
||||||
expected_chain_run = ChainRun(
|
|
||||||
uuid="57a08cc4-73d2-4236-8371-549099d07fad",
|
|
||||||
name="chain_run",
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
session_id=2,
|
|
||||||
serialized={},
|
|
||||||
inputs={},
|
|
||||||
outputs={},
|
|
||||||
child_llm_runs=[expected_llm_run],
|
|
||||||
child_chain_runs=[],
|
|
||||||
child_tool_runs=[],
|
|
||||||
extra={},
|
|
||||||
)
|
|
||||||
expected_tool_run = ToolRun(
|
|
||||||
uuid="57a08cc4-73d2-4236-8372-549099d07fad",
|
|
||||||
name="tool_run",
|
|
||||||
execution_order=1,
|
|
||||||
child_execution_order=1,
|
|
||||||
session_id=2,
|
|
||||||
start_time=datetime.utcnow(),
|
|
||||||
end_time=datetime.utcnow(),
|
|
||||||
tool_input="test",
|
|
||||||
action="{}",
|
|
||||||
serialized={},
|
|
||||||
child_llm_runs=[],
|
|
||||||
child_chain_runs=[],
|
|
||||||
child_tool_runs=[],
|
|
||||||
extra={},
|
|
||||||
)
|
|
||||||
lang_chain_tracer_v1.session = sample_tracer_session_v1
|
|
||||||
converted_llm_run = lang_chain_tracer_v1._convert_to_v1_run(llm_run)
|
|
||||||
converted_chain_run = lang_chain_tracer_v1._convert_to_v1_run(chain_run)
|
|
||||||
converted_tool_run = lang_chain_tracer_v1._convert_to_v1_run(tool_run)
|
|
||||||
|
|
||||||
assert isinstance(converted_llm_run, LLMRun)
|
|
||||||
assert isinstance(converted_chain_run, ChainRun)
|
|
||||||
assert isinstance(converted_tool_run, ToolRun)
|
|
||||||
assert converted_llm_run == expected_llm_run
|
|
||||||
assert converted_tool_run == expected_tool_run
|
|
||||||
assert converted_chain_run == expected_chain_run
|
|
@@ -1778,7 +1778,6 @@ def _configure(
|
|||||||
_configure_hooks,
|
_configure_hooks,
|
||||||
_get_tracer_project,
|
_get_tracer_project,
|
||||||
_tracing_v2_is_enabled,
|
_tracing_v2_is_enabled,
|
||||||
tracing_callback_var,
|
|
||||||
tracing_v2_callback_var,
|
tracing_v2_callback_var,
|
||||||
)
|
)
|
||||||
|
|
||||||
@@ -1817,20 +1816,12 @@ def _configure(
|
|||||||
callback_manager.add_metadata(inheritable_metadata or {})
|
callback_manager.add_metadata(inheritable_metadata or {})
|
||||||
callback_manager.add_metadata(local_metadata or {}, False)
|
callback_manager.add_metadata(local_metadata or {}, False)
|
||||||
|
|
||||||
tracer = tracing_callback_var.get()
|
|
||||||
tracing_enabled_ = (
|
|
||||||
env_var_is_set("LANGCHAIN_TRACING")
|
|
||||||
or tracer is not None
|
|
||||||
or env_var_is_set("LANGCHAIN_HANDLER")
|
|
||||||
)
|
|
||||||
|
|
||||||
tracer_v2 = tracing_v2_callback_var.get()
|
tracer_v2 = tracing_v2_callback_var.get()
|
||||||
tracing_v2_enabled_ = _tracing_v2_is_enabled()
|
tracing_v2_enabled_ = _tracing_v2_is_enabled()
|
||||||
tracer_project = _get_tracer_project()
|
tracer_project = _get_tracer_project()
|
||||||
debug = _get_debug()
|
debug = _get_debug()
|
||||||
if verbose or debug or tracing_enabled_ or tracing_v2_enabled_:
|
if verbose or debug or tracing_v2_enabled_:
|
||||||
from langchain_core.tracers.langchain import LangChainTracer
|
from langchain_core.tracers.langchain import LangChainTracer
|
||||||
from langchain_core.tracers.langchain_v1 import LangChainTracerV1
|
|
||||||
from langchain_core.tracers.stdout import ConsoleCallbackHandler
|
from langchain_core.tracers.stdout import ConsoleCallbackHandler
|
||||||
|
|
||||||
if verbose and not any(
|
if verbose and not any(
|
||||||
@@ -1838,6 +1829,7 @@ def _configure(
|
|||||||
for handler in callback_manager.handlers
|
for handler in callback_manager.handlers
|
||||||
):
|
):
|
||||||
if debug:
|
if debug:
|
||||||
|
# We will use ConsoleCallbackHandler instead of StdOutCallbackHandler
|
||||||
pass
|
pass
|
||||||
else:
|
else:
|
||||||
callback_manager.add_handler(StdOutCallbackHandler(), False)
|
callback_manager.add_handler(StdOutCallbackHandler(), False)
|
||||||
@@ -1846,16 +1838,6 @@ def _configure(
|
|||||||
for handler in callback_manager.handlers
|
for handler in callback_manager.handlers
|
||||||
):
|
):
|
||||||
callback_manager.add_handler(ConsoleCallbackHandler(), True)
|
callback_manager.add_handler(ConsoleCallbackHandler(), True)
|
||||||
if tracing_enabled_ and not any(
|
|
||||||
isinstance(handler, LangChainTracerV1)
|
|
||||||
for handler in callback_manager.handlers
|
|
||||||
):
|
|
||||||
if tracer:
|
|
||||||
callback_manager.add_handler(tracer, True)
|
|
||||||
else:
|
|
||||||
handler = LangChainTracerV1()
|
|
||||||
handler.load_session(tracer_project)
|
|
||||||
callback_manager.add_handler(handler, True)
|
|
||||||
if tracing_v2_enabled_ and not any(
|
if tracing_v2_enabled_ and not any(
|
||||||
isinstance(handler, LangChainTracer)
|
isinstance(handler, LangChainTracer)
|
||||||
for handler in callback_manager.handlers
|
for handler in callback_manager.handlers
|
||||||
|
@@ -19,9 +19,7 @@ from langsmith import utils as ls_utils
|
|||||||
from langsmith.run_helpers import get_run_tree_context
|
from langsmith.run_helpers import get_run_tree_context
|
||||||
|
|
||||||
from langchain_core.tracers.langchain import LangChainTracer
|
from langchain_core.tracers.langchain import LangChainTracer
|
||||||
from langchain_core.tracers.langchain_v1 import LangChainTracerV1
|
|
||||||
from langchain_core.tracers.run_collector import RunCollectorCallbackHandler
|
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
|
from langchain_core.utils.env import env_var_is_set
|
||||||
|
|
||||||
if TYPE_CHECKING:
|
if TYPE_CHECKING:
|
||||||
@@ -30,10 +28,6 @@ if TYPE_CHECKING:
|
|||||||
from langchain_core.callbacks.base import BaseCallbackHandler, Callbacks
|
from langchain_core.callbacks.base import BaseCallbackHandler, Callbacks
|
||||||
from langchain_core.callbacks.manager import AsyncCallbackManager, CallbackManager
|
from langchain_core.callbacks.manager import AsyncCallbackManager, CallbackManager
|
||||||
|
|
||||||
tracing_callback_var: ContextVar[Optional[LangChainTracerV1]] = ContextVar( # noqa: E501
|
|
||||||
"tracing_callback", default=None
|
|
||||||
)
|
|
||||||
|
|
||||||
tracing_v2_callback_var: ContextVar[Optional[LangChainTracer]] = ContextVar( # noqa: E501
|
tracing_v2_callback_var: ContextVar[Optional[LangChainTracer]] = ContextVar( # noqa: E501
|
||||||
"tracing_callback_v2", default=None
|
"tracing_callback_v2", default=None
|
||||||
)
|
)
|
||||||
@@ -42,32 +36,6 @@ run_collector_var: ContextVar[Optional[RunCollectorCallbackHandler]] = ContextVa
|
|||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
@contextmanager
|
|
||||||
def tracing_enabled(
|
|
||||||
session_name: str = "default",
|
|
||||||
) -> Generator[TracerSessionV1, None, None]:
|
|
||||||
"""Get the Deprecated LangChainTracer in a context manager.
|
|
||||||
|
|
||||||
Args:
|
|
||||||
session_name (str, optional): The name of the session.
|
|
||||||
Defaults to "default".
|
|
||||||
|
|
||||||
Returns:
|
|
||||||
TracerSessionV1: The LangChainTracer session.
|
|
||||||
|
|
||||||
Example:
|
|
||||||
>>> with tracing_enabled() as session:
|
|
||||||
... # Use the LangChainTracer session
|
|
||||||
"""
|
|
||||||
cb = LangChainTracerV1()
|
|
||||||
session = cast(TracerSessionV1, cb.load_session(session_name))
|
|
||||||
try:
|
|
||||||
tracing_callback_var.set(cb)
|
|
||||||
yield session
|
|
||||||
finally:
|
|
||||||
tracing_callback_var.set(None)
|
|
||||||
|
|
||||||
|
|
||||||
@contextmanager
|
@contextmanager
|
||||||
def tracing_v2_enabled(
|
def tracing_v2_enabled(
|
||||||
project_name: Optional[str] = None,
|
project_name: Optional[str] = None,
|
||||||
@@ -166,6 +134,7 @@ def _tracing_v2_is_enabled() -> bool:
|
|||||||
env_var_is_set("LANGCHAIN_TRACING_V2")
|
env_var_is_set("LANGCHAIN_TRACING_V2")
|
||||||
or tracing_v2_callback_var.get() is not None
|
or tracing_v2_callback_var.get() is not None
|
||||||
or get_run_tree_context() is not None
|
or get_run_tree_context() is not None
|
||||||
|
or env_var_is_set("LANGCHAIN_TRACING")
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
|
@@ -1,185 +0,0 @@
|
|||||||
from __future__ import annotations
|
|
||||||
|
|
||||||
import logging
|
|
||||||
import os
|
|
||||||
from typing import Any, Dict, Optional, Union
|
|
||||||
|
|
||||||
import requests
|
|
||||||
|
|
||||||
from langchain_core.messages import get_buffer_string
|
|
||||||
from langchain_core.tracers.base import BaseTracer
|
|
||||||
from langchain_core.tracers.schemas import (
|
|
||||||
ChainRun,
|
|
||||||
LLMRun,
|
|
||||||
Run,
|
|
||||||
ToolRun,
|
|
||||||
TracerSession,
|
|
||||||
TracerSessionV1,
|
|
||||||
TracerSessionV1Base,
|
|
||||||
)
|
|
||||||
from langchain_core.utils import raise_for_status_with_text
|
|
||||||
|
|
||||||
logger = logging.getLogger(__name__)
|
|
||||||
|
|
||||||
|
|
||||||
def get_headers() -> Dict[str, Any]:
|
|
||||||
"""Get the headers for the LangChain API."""
|
|
||||||
headers: Dict[str, Any] = {"Content-Type": "application/json"}
|
|
||||||
if os.getenv("LANGCHAIN_API_KEY"):
|
|
||||||
headers["x-api-key"] = os.getenv("LANGCHAIN_API_KEY")
|
|
||||||
return headers
|
|
||||||
|
|
||||||
|
|
||||||
def _get_endpoint() -> str:
|
|
||||||
return os.getenv("LANGCHAIN_ENDPOINT", "http://localhost:8000")
|
|
||||||
|
|
||||||
|
|
||||||
class LangChainTracerV1(BaseTracer):
|
|
||||||
"""An implementation of the SharedTracer that POSTS to the langchain endpoint."""
|
|
||||||
|
|
||||||
def __init__(self, **kwargs: Any) -> None:
|
|
||||||
"""Initialize the LangChain tracer."""
|
|
||||||
super().__init__(**kwargs)
|
|
||||||
self.session: Optional[TracerSessionV1] = None
|
|
||||||
self._endpoint = _get_endpoint()
|
|
||||||
self._headers = get_headers()
|
|
||||||
|
|
||||||
def _convert_to_v1_run(self, run: Run) -> Union[LLMRun, ChainRun, ToolRun]:
|
|
||||||
session = self.session or self.load_default_session()
|
|
||||||
if not isinstance(session, TracerSessionV1):
|
|
||||||
raise ValueError(
|
|
||||||
"LangChainTracerV1 is not compatible with"
|
|
||||||
f" session of type {type(session)}"
|
|
||||||
)
|
|
||||||
|
|
||||||
if run.run_type == "llm":
|
|
||||||
if "prompts" in run.inputs:
|
|
||||||
prompts = run.inputs["prompts"]
|
|
||||||
elif "messages" in run.inputs:
|
|
||||||
prompts = [get_buffer_string(batch) for batch in run.inputs["messages"]]
|
|
||||||
else:
|
|
||||||
raise ValueError("No prompts found in LLM run inputs")
|
|
||||||
return LLMRun(
|
|
||||||
uuid=str(run.id) if run.id else None,
|
|
||||||
parent_uuid=str(run.parent_run_id) if run.parent_run_id else None,
|
|
||||||
start_time=run.start_time,
|
|
||||||
end_time=run.end_time,
|
|
||||||
extra=run.extra,
|
|
||||||
execution_order=run.execution_order,
|
|
||||||
child_execution_order=run.child_execution_order,
|
|
||||||
serialized=run.serialized,
|
|
||||||
session_id=session.id,
|
|
||||||
error=run.error,
|
|
||||||
prompts=prompts,
|
|
||||||
response=run.outputs if run.outputs else None,
|
|
||||||
)
|
|
||||||
if run.run_type == "chain":
|
|
||||||
child_runs = [self._convert_to_v1_run(run) for run in run.child_runs]
|
|
||||||
return ChainRun(
|
|
||||||
uuid=str(run.id) if run.id else None,
|
|
||||||
parent_uuid=str(run.parent_run_id) if run.parent_run_id else None,
|
|
||||||
start_time=run.start_time,
|
|
||||||
end_time=run.end_time,
|
|
||||||
execution_order=run.execution_order,
|
|
||||||
child_execution_order=run.child_execution_order,
|
|
||||||
serialized=run.serialized,
|
|
||||||
session_id=session.id,
|
|
||||||
inputs=run.inputs,
|
|
||||||
outputs=run.outputs,
|
|
||||||
error=run.error,
|
|
||||||
extra=run.extra,
|
|
||||||
child_llm_runs=[run for run in child_runs if isinstance(run, LLMRun)],
|
|
||||||
child_chain_runs=[
|
|
||||||
run for run in child_runs if isinstance(run, ChainRun)
|
|
||||||
],
|
|
||||||
child_tool_runs=[run for run in child_runs if isinstance(run, ToolRun)],
|
|
||||||
)
|
|
||||||
if run.run_type == "tool":
|
|
||||||
child_runs = [self._convert_to_v1_run(run) for run in run.child_runs]
|
|
||||||
return ToolRun(
|
|
||||||
uuid=str(run.id) if run.id else None,
|
|
||||||
parent_uuid=str(run.parent_run_id) if run.parent_run_id else None,
|
|
||||||
start_time=run.start_time,
|
|
||||||
end_time=run.end_time,
|
|
||||||
execution_order=run.execution_order,
|
|
||||||
child_execution_order=run.child_execution_order,
|
|
||||||
serialized=run.serialized,
|
|
||||||
session_id=session.id,
|
|
||||||
action=str(run.serialized),
|
|
||||||
tool_input=run.inputs.get("input", ""),
|
|
||||||
output=None if run.outputs is None else run.outputs.get("output"),
|
|
||||||
error=run.error,
|
|
||||||
extra=run.extra,
|
|
||||||
child_chain_runs=[
|
|
||||||
run for run in child_runs if isinstance(run, ChainRun)
|
|
||||||
],
|
|
||||||
child_tool_runs=[run for run in child_runs if isinstance(run, ToolRun)],
|
|
||||||
child_llm_runs=[run for run in child_runs if isinstance(run, LLMRun)],
|
|
||||||
)
|
|
||||||
raise ValueError(f"Unknown run type: {run.run_type}")
|
|
||||||
|
|
||||||
def _persist_run(self, run: Union[Run, LLMRun, ChainRun, ToolRun]) -> None:
|
|
||||||
"""Persist a run."""
|
|
||||||
if isinstance(run, Run):
|
|
||||||
v1_run = self._convert_to_v1_run(run)
|
|
||||||
else:
|
|
||||||
v1_run = run
|
|
||||||
if isinstance(v1_run, LLMRun):
|
|
||||||
endpoint = f"{self._endpoint}/llm-runs"
|
|
||||||
elif isinstance(v1_run, ChainRun):
|
|
||||||
endpoint = f"{self._endpoint}/chain-runs"
|
|
||||||
else:
|
|
||||||
endpoint = f"{self._endpoint}/tool-runs"
|
|
||||||
|
|
||||||
try:
|
|
||||||
response = requests.post(
|
|
||||||
endpoint,
|
|
||||||
data=v1_run.json(),
|
|
||||||
headers=self._headers,
|
|
||||||
)
|
|
||||||
raise_for_status_with_text(response)
|
|
||||||
except Exception as e:
|
|
||||||
logger.warning(f"Failed to persist run: {e}")
|
|
||||||
|
|
||||||
def _persist_session(
|
|
||||||
self, session_create: TracerSessionV1Base
|
|
||||||
) -> Union[TracerSessionV1, TracerSession]:
|
|
||||||
"""Persist a session."""
|
|
||||||
try:
|
|
||||||
r = requests.post(
|
|
||||||
f"{self._endpoint}/sessions",
|
|
||||||
data=session_create.json(),
|
|
||||||
headers=self._headers,
|
|
||||||
)
|
|
||||||
session = TracerSessionV1(id=r.json()["id"], **session_create.dict())
|
|
||||||
except Exception as e:
|
|
||||||
logger.warning(f"Failed to create session, using default session: {e}")
|
|
||||||
session = TracerSessionV1(id=1, **session_create.dict())
|
|
||||||
return session
|
|
||||||
|
|
||||||
def _load_session(self, session_name: Optional[str] = None) -> TracerSessionV1:
|
|
||||||
"""Load a session from the tracer."""
|
|
||||||
try:
|
|
||||||
url = f"{self._endpoint}/sessions"
|
|
||||||
if session_name:
|
|
||||||
url += f"?name={session_name}"
|
|
||||||
r = requests.get(url, headers=self._headers)
|
|
||||||
|
|
||||||
tracer_session = TracerSessionV1(**r.json()[0])
|
|
||||||
except Exception as e:
|
|
||||||
session_type = "default" if not session_name else session_name
|
|
||||||
logger.warning(
|
|
||||||
f"Failed to load {session_type} session, using empty session: {e}"
|
|
||||||
)
|
|
||||||
tracer_session = TracerSessionV1(id=1)
|
|
||||||
|
|
||||||
self.session = tracer_session
|
|
||||||
return tracer_session
|
|
||||||
|
|
||||||
def load_session(self, session_name: str) -> Union[TracerSessionV1, TracerSession]:
|
|
||||||
"""Load a session with the given name from the tracer."""
|
|
||||||
return self._load_session(session_name)
|
|
||||||
|
|
||||||
def load_default_session(self) -> Union[TracerSessionV1, TracerSession]:
|
|
||||||
"""Load the default tracing session and set it as the Tracer's session."""
|
|
||||||
return self._load_session("default")
|
|
@@ -1,102 +1,11 @@
|
|||||||
"""Schemas for tracers."""
|
"""Schemas for tracers."""
|
||||||
from __future__ import annotations
|
from __future__ import annotations
|
||||||
|
|
||||||
import datetime
|
from typing import Any, Dict, List, Optional
|
||||||
import warnings
|
|
||||||
from typing import Any, Dict, List, Optional, Type
|
|
||||||
from uuid import UUID
|
|
||||||
|
|
||||||
from langsmith.schemas import RunBase as BaseRunV2
|
from langsmith.schemas import RunBase as BaseRunV2
|
||||||
from langsmith.schemas import RunTypeEnum as RunTypeEnumDep
|
|
||||||
|
|
||||||
from langchain_core.outputs import LLMResult
|
from langchain_core.pydantic_v1 import Field, root_validator
|
||||||
from langchain_core.pydantic_v1 import BaseModel, Field, root_validator
|
|
||||||
|
|
||||||
|
|
||||||
def RunTypeEnum() -> Type[RunTypeEnumDep]:
|
|
||||||
"""RunTypeEnum."""
|
|
||||||
warnings.warn(
|
|
||||||
"RunTypeEnum is deprecated. Please directly use a string instead"
|
|
||||||
" (e.g. 'llm', 'chain', 'tool').",
|
|
||||||
DeprecationWarning,
|
|
||||||
)
|
|
||||||
return RunTypeEnumDep
|
|
||||||
|
|
||||||
|
|
||||||
class TracerSessionV1Base(BaseModel):
|
|
||||||
"""Base class for TracerSessionV1."""
|
|
||||||
|
|
||||||
start_time: datetime.datetime = Field(default_factory=datetime.datetime.utcnow)
|
|
||||||
name: Optional[str] = None
|
|
||||||
extra: Optional[Dict[str, Any]] = None
|
|
||||||
|
|
||||||
|
|
||||||
class TracerSessionV1Create(TracerSessionV1Base):
|
|
||||||
"""Create class for TracerSessionV1."""
|
|
||||||
|
|
||||||
|
|
||||||
class TracerSessionV1(TracerSessionV1Base):
|
|
||||||
"""TracerSessionV1 schema."""
|
|
||||||
|
|
||||||
id: int
|
|
||||||
|
|
||||||
|
|
||||||
class TracerSessionBase(TracerSessionV1Base):
|
|
||||||
"""Base class for TracerSession."""
|
|
||||||
|
|
||||||
tenant_id: UUID
|
|
||||||
|
|
||||||
|
|
||||||
class TracerSession(TracerSessionBase):
|
|
||||||
"""TracerSessionV1 schema for the V2 API."""
|
|
||||||
|
|
||||||
id: UUID
|
|
||||||
|
|
||||||
|
|
||||||
class BaseRun(BaseModel):
|
|
||||||
"""Base class for Run."""
|
|
||||||
|
|
||||||
uuid: str
|
|
||||||
parent_uuid: Optional[str] = None
|
|
||||||
start_time: datetime.datetime = Field(default_factory=datetime.datetime.utcnow)
|
|
||||||
end_time: datetime.datetime = Field(default_factory=datetime.datetime.utcnow)
|
|
||||||
extra: Optional[Dict[str, Any]] = None
|
|
||||||
execution_order: int
|
|
||||||
child_execution_order: int
|
|
||||||
serialized: Dict[str, Any]
|
|
||||||
session_id: int
|
|
||||||
error: Optional[str] = None
|
|
||||||
|
|
||||||
|
|
||||||
class LLMRun(BaseRun):
|
|
||||||
"""Class for LLMRun."""
|
|
||||||
|
|
||||||
prompts: List[str]
|
|
||||||
response: Optional[LLMResult] = None
|
|
||||||
|
|
||||||
|
|
||||||
class ChainRun(BaseRun):
|
|
||||||
"""Class for ChainRun."""
|
|
||||||
|
|
||||||
inputs: Dict[str, Any]
|
|
||||||
outputs: Optional[Dict[str, Any]] = None
|
|
||||||
child_llm_runs: List[LLMRun] = Field(default_factory=list)
|
|
||||||
child_chain_runs: List[ChainRun] = Field(default_factory=list)
|
|
||||||
child_tool_runs: List[ToolRun] = Field(default_factory=list)
|
|
||||||
|
|
||||||
|
|
||||||
class ToolRun(BaseRun):
|
|
||||||
"""Class for ToolRun."""
|
|
||||||
|
|
||||||
tool_input: str
|
|
||||||
output: Optional[str] = None
|
|
||||||
action: str
|
|
||||||
child_llm_runs: List[LLMRun] = Field(default_factory=list)
|
|
||||||
child_chain_runs: List[ChainRun] = Field(default_factory=list)
|
|
||||||
child_tool_runs: List[ToolRun] = Field(default_factory=list)
|
|
||||||
|
|
||||||
|
|
||||||
# Begin V2 API Schemas
|
|
||||||
|
|
||||||
|
|
||||||
class Run(BaseRunV2):
|
class Run(BaseRunV2):
|
||||||
@@ -121,20 +30,8 @@ class Run(BaseRunV2):
|
|||||||
return values
|
return values
|
||||||
|
|
||||||
|
|
||||||
ChainRun.update_forward_refs()
|
|
||||||
ToolRun.update_forward_refs()
|
|
||||||
Run.update_forward_refs()
|
Run.update_forward_refs()
|
||||||
|
|
||||||
__all__ = [
|
__all__ = [
|
||||||
"BaseRun",
|
|
||||||
"ChainRun",
|
|
||||||
"LLMRun",
|
|
||||||
"Run",
|
"Run",
|
||||||
"RunTypeEnum",
|
|
||||||
"ToolRun",
|
|
||||||
"TracerSession",
|
|
||||||
"TracerSessionBase",
|
|
||||||
"TracerSessionV1",
|
|
||||||
"TracerSessionV1Base",
|
|
||||||
"TracerSessionV1Create",
|
|
||||||
]
|
]
|
||||||
|
@@ -7,6 +7,7 @@ from uuid import uuid4
|
|||||||
|
|
||||||
import pytest
|
import pytest
|
||||||
from freezegun import freeze_time
|
from freezegun import freeze_time
|
||||||
|
|
||||||
from langchain_core.callbacks import CallbackManager
|
from langchain_core.callbacks import CallbackManager
|
||||||
from langchain_core.messages import HumanMessage
|
from langchain_core.messages import HumanMessage
|
||||||
from langchain_core.outputs import LLMResult
|
from langchain_core.outputs import LLMResult
|
||||||
@@ -35,12 +36,12 @@ def _compare_run_with_error(run: Run, expected_run: Run) -> None:
|
|||||||
assert len(expected_run.child_runs) == len(run.child_runs)
|
assert len(expected_run.child_runs) == len(run.child_runs)
|
||||||
for received, expected in zip(run.child_runs, expected_run.child_runs):
|
for received, expected in zip(run.child_runs, expected_run.child_runs):
|
||||||
_compare_run_with_error(received, expected)
|
_compare_run_with_error(received, expected)
|
||||||
received = run.dict(exclude={"child_runs"})
|
received_dict = run.dict(exclude={"child_runs"})
|
||||||
received_err = received.pop("error")
|
received_err = received_dict.pop("error")
|
||||||
expected = expected_run.dict(exclude={"child_runs"})
|
expected_dict = expected_run.dict(exclude={"child_runs"})
|
||||||
expected_err = expected.pop("error")
|
expected_err = expected_dict.pop("error")
|
||||||
|
|
||||||
assert received == expected
|
assert received_dict == expected_dict
|
||||||
if expected_err is not None:
|
if expected_err is not None:
|
||||||
assert received_err is not None
|
assert received_err is not None
|
||||||
assert expected_err in received_err
|
assert expected_err in received_err
|
||||||
@@ -383,6 +384,7 @@ def test_tracer_llm_run_on_error_callback() -> None:
|
|||||||
tracer = FakeTracerWithLlmErrorCallback()
|
tracer = FakeTracerWithLlmErrorCallback()
|
||||||
tracer.on_llm_start(serialized=SERIALIZED, prompts=[], run_id=uuid)
|
tracer.on_llm_start(serialized=SERIALIZED, prompts=[], run_id=uuid)
|
||||||
tracer.on_llm_error(exception, run_id=uuid)
|
tracer.on_llm_error(exception, run_id=uuid)
|
||||||
|
assert tracer.error_run is not None
|
||||||
_compare_run_with_error(tracer.error_run, compare_run)
|
_compare_run_with_error(tracer.error_run, compare_run)
|
||||||
|
|
||||||
|
|
@@ -6,10 +6,11 @@ from typing import Any, Dict
|
|||||||
from uuid import UUID
|
from uuid import UUID
|
||||||
|
|
||||||
import pytest
|
import pytest
|
||||||
|
from langsmith import Client
|
||||||
|
|
||||||
from langchain_core.outputs import LLMResult
|
from langchain_core.outputs import LLMResult
|
||||||
from langchain_core.tracers.langchain import LangChainTracer
|
from langchain_core.tracers.langchain import LangChainTracer
|
||||||
from langchain_core.tracers.schemas import Run
|
from langchain_core.tracers.schemas import Run
|
||||||
from langsmith import Client
|
|
||||||
|
|
||||||
|
|
||||||
def test_example_id_assignment_threadsafe() -> None:
|
def test_example_id_assignment_threadsafe() -> None:
|
@@ -5,17 +5,7 @@ from langchain_core.tracers.schemas import __all__ as schemas_all
|
|||||||
def test_public_api() -> None:
|
def test_public_api() -> None:
|
||||||
"""Test for changes in the public API."""
|
"""Test for changes in the public API."""
|
||||||
expected_all = [
|
expected_all = [
|
||||||
"BaseRun",
|
|
||||||
"ChainRun",
|
|
||||||
"LLMRun",
|
|
||||||
"Run",
|
"Run",
|
||||||
"RunTypeEnum",
|
|
||||||
"ToolRun",
|
|
||||||
"TracerSession",
|
|
||||||
"TracerSessionBase",
|
|
||||||
"TracerSessionV1",
|
|
||||||
"TracerSessionV1Base",
|
|
||||||
"TracerSessionV1Create",
|
|
||||||
]
|
]
|
||||||
|
|
||||||
assert sorted(schemas_all) == expected_all
|
assert sorted(schemas_all) == expected_all
|
@@ -44,7 +44,6 @@ from langchain_core.callbacks import (
|
|||||||
)
|
)
|
||||||
from langchain_core.tracers.context import (
|
from langchain_core.tracers.context import (
|
||||||
collect_runs,
|
collect_runs,
|
||||||
tracing_enabled,
|
|
||||||
tracing_v2_enabled,
|
tracing_v2_enabled,
|
||||||
)
|
)
|
||||||
from langchain_core.tracers.langchain import LangChainTracer
|
from langchain_core.tracers.langchain import LangChainTracer
|
||||||
@@ -80,7 +79,6 @@ __all__ = [
|
|||||||
"WandbCallbackHandler",
|
"WandbCallbackHandler",
|
||||||
"WhyLabsCallbackHandler",
|
"WhyLabsCallbackHandler",
|
||||||
"get_openai_callback",
|
"get_openai_callback",
|
||||||
"tracing_enabled",
|
|
||||||
"tracing_v2_enabled",
|
"tracing_v2_enabled",
|
||||||
"collect_runs",
|
"collect_runs",
|
||||||
"wandb_tracing_enabled",
|
"wandb_tracing_enabled",
|
||||||
|
@@ -30,7 +30,6 @@ from langchain_core.callbacks.manager import (
|
|||||||
)
|
)
|
||||||
from langchain_core.tracers.context import (
|
from langchain_core.tracers.context import (
|
||||||
collect_runs,
|
collect_runs,
|
||||||
tracing_enabled,
|
|
||||||
tracing_v2_enabled,
|
tracing_v2_enabled,
|
||||||
)
|
)
|
||||||
from langchain_core.utils.env import env_var_is_set
|
from langchain_core.utils.env import env_var_is_set
|
||||||
@@ -53,7 +52,6 @@ __all__ = [
|
|||||||
"CallbackManagerForChainGroup",
|
"CallbackManagerForChainGroup",
|
||||||
"AsyncCallbackManager",
|
"AsyncCallbackManager",
|
||||||
"AsyncCallbackManagerForChainGroup",
|
"AsyncCallbackManagerForChainGroup",
|
||||||
"tracing_enabled",
|
|
||||||
"tracing_v2_enabled",
|
"tracing_v2_enabled",
|
||||||
"collect_runs",
|
"collect_runs",
|
||||||
"atrace_as_chain_group",
|
"atrace_as_chain_group",
|
||||||
|
@@ -1,7 +1,6 @@
|
|||||||
"""Tracers that record execution of LangChain runs."""
|
"""Tracers that record execution of LangChain runs."""
|
||||||
|
|
||||||
from langchain_core.tracers.langchain import LangChainTracer
|
from langchain_core.tracers.langchain import LangChainTracer
|
||||||
from langchain_core.tracers.langchain_v1 import LangChainTracerV1
|
|
||||||
from langchain_core.tracers.stdout import (
|
from langchain_core.tracers.stdout import (
|
||||||
ConsoleCallbackHandler,
|
ConsoleCallbackHandler,
|
||||||
FunctionCallbackHandler,
|
FunctionCallbackHandler,
|
||||||
@@ -15,6 +14,5 @@ __all__ = [
|
|||||||
"FunctionCallbackHandler",
|
"FunctionCallbackHandler",
|
||||||
"LoggingCallbackHandler",
|
"LoggingCallbackHandler",
|
||||||
"LangChainTracer",
|
"LangChainTracer",
|
||||||
"LangChainTracerV1",
|
|
||||||
"WandbTracer",
|
"WandbTracer",
|
||||||
]
|
]
|
||||||
|
@@ -1,3 +0,0 @@
|
|||||||
from langchain_core.tracers.langchain_v1 import LangChainTracerV1
|
|
||||||
|
|
||||||
__all__ = ["LangChainTracerV1"]
|
|
@@ -1,27 +1,7 @@
|
|||||||
from langchain_core.tracers.schemas import (
|
from langchain_core.tracers.schemas import (
|
||||||
BaseRun,
|
|
||||||
ChainRun,
|
|
||||||
LLMRun,
|
|
||||||
Run,
|
Run,
|
||||||
RunTypeEnum,
|
|
||||||
ToolRun,
|
|
||||||
TracerSession,
|
|
||||||
TracerSessionBase,
|
|
||||||
TracerSessionV1,
|
|
||||||
TracerSessionV1Base,
|
|
||||||
TracerSessionV1Create,
|
|
||||||
)
|
)
|
||||||
|
|
||||||
__all__ = [
|
__all__ = [
|
||||||
"BaseRun",
|
|
||||||
"ChainRun",
|
|
||||||
"LLMRun",
|
|
||||||
"Run",
|
"Run",
|
||||||
"RunTypeEnum",
|
|
||||||
"ToolRun",
|
|
||||||
"TracerSession",
|
|
||||||
"TracerSessionBase",
|
|
||||||
"TracerSessionV1",
|
|
||||||
"TracerSessionV1Base",
|
|
||||||
"TracerSessionV1Create",
|
|
||||||
]
|
]
|
||||||
|
@@ -22,13 +22,11 @@ from langchain_core.callbacks.manager import (
|
|||||||
from langchain_core.tracers.context import (
|
from langchain_core.tracers.context import (
|
||||||
collect_runs,
|
collect_runs,
|
||||||
register_configure_hook,
|
register_configure_hook,
|
||||||
tracing_enabled,
|
|
||||||
tracing_v2_enabled,
|
tracing_v2_enabled,
|
||||||
)
|
)
|
||||||
from langchain_core.utils.env import env_var_is_set
|
from langchain_core.utils.env import env_var_is_set
|
||||||
|
|
||||||
__all__ = [
|
__all__ = [
|
||||||
"tracing_enabled",
|
|
||||||
"tracing_v2_enabled",
|
"tracing_v2_enabled",
|
||||||
"collect_runs",
|
"collect_runs",
|
||||||
"trace_as_chain_group",
|
"trace_as_chain_group",
|
||||||
|
@@ -1,3 +0,0 @@
|
|||||||
from langchain_core.tracers.langchain_v1 import LangChainTracerV1, get_headers
|
|
||||||
|
|
||||||
__all__ = ["get_headers", "LangChainTracerV1"]
|
|
@@ -1,27 +1,7 @@
|
|||||||
from langchain_core.tracers.schemas import (
|
from langchain_core.tracers.schemas import (
|
||||||
BaseRun,
|
|
||||||
ChainRun,
|
|
||||||
LLMRun,
|
|
||||||
Run,
|
Run,
|
||||||
RunTypeEnum,
|
|
||||||
ToolRun,
|
|
||||||
TracerSession,
|
|
||||||
TracerSessionBase,
|
|
||||||
TracerSessionV1,
|
|
||||||
TracerSessionV1Base,
|
|
||||||
TracerSessionV1Create,
|
|
||||||
)
|
)
|
||||||
|
|
||||||
__all__ = [
|
__all__ = [
|
||||||
"RunTypeEnum",
|
|
||||||
"TracerSessionV1Base",
|
|
||||||
"TracerSessionV1Create",
|
|
||||||
"TracerSessionV1",
|
|
||||||
"TracerSessionBase",
|
|
||||||
"TracerSession",
|
|
||||||
"BaseRun",
|
|
||||||
"LLMRun",
|
|
||||||
"ChainRun",
|
|
||||||
"ToolRun",
|
|
||||||
"Run",
|
"Run",
|
||||||
]
|
]
|
||||||
|
@@ -25,7 +25,6 @@ EXPECTED_ALL = [
|
|||||||
"WandbCallbackHandler",
|
"WandbCallbackHandler",
|
||||||
"WhyLabsCallbackHandler",
|
"WhyLabsCallbackHandler",
|
||||||
"get_openai_callback",
|
"get_openai_callback",
|
||||||
"tracing_enabled",
|
|
||||||
"tracing_v2_enabled",
|
"tracing_v2_enabled",
|
||||||
"collect_runs",
|
"collect_runs",
|
||||||
"wandb_tracing_enabled",
|
"wandb_tracing_enabled",
|
||||||
|
@@ -18,7 +18,6 @@ EXPECTED_ALL = [
|
|||||||
"CallbackManagerForChainGroup",
|
"CallbackManagerForChainGroup",
|
||||||
"AsyncCallbackManager",
|
"AsyncCallbackManager",
|
||||||
"AsyncCallbackManagerForChainGroup",
|
"AsyncCallbackManagerForChainGroup",
|
||||||
"tracing_enabled",
|
|
||||||
"tracing_v2_enabled",
|
"tracing_v2_enabled",
|
||||||
"collect_runs",
|
"collect_runs",
|
||||||
"atrace_as_chain_group",
|
"atrace_as_chain_group",
|
||||||
|
Reference in New Issue
Block a user