mirror of
https://github.com/hwchase17/langchain
synced 2024-11-06 03:20:49 +00:00
928cdd57a4
### Refactor the BaseTracer - Remove the 'session' abstraction from the BaseTracer - Rename 'RunV2' object(s) to be called 'Run' objects (Rename previous Run objects to be RunV1 objects) - Ditto for sessions: TracerSession*V2 -> TracerSession* - Remove now deprecated conversion from v1 run objects to v2 run objects in LangChainTracerV2 - Add conversion from v2 run objects to v1 run objects in V1 tracer
677 lines
21 KiB
Python
677 lines
21 KiB
Python
"""Test Tracer classes."""
|
|
from __future__ import annotations
|
|
|
|
from datetime import datetime
|
|
from typing import List, Optional, Union
|
|
from uuid import uuid4
|
|
|
|
import pytest
|
|
from freezegun import freeze_time
|
|
|
|
from langchain.callbacks.manager import CallbackManager
|
|
from langchain.callbacks.tracers.base import BaseTracer, TracerException
|
|
from langchain.callbacks.tracers.langchain_v1 import (
|
|
ChainRun,
|
|
LangChainTracerV1,
|
|
LLMRun,
|
|
ToolRun,
|
|
TracerSessionV1,
|
|
)
|
|
from langchain.callbacks.tracers.schemas import Run, RunTypeEnum, TracerSessionV1Base
|
|
from langchain.schema import LLMResult
|
|
|
|
TEST_SESSION_ID = 2023
|
|
|
|
|
|
def load_session(session_name: str) -> TracerSessionV1:
|
|
"""Load a tracing session."""
|
|
return TracerSessionV1(
|
|
id=TEST_SESSION_ID, name=session_name, start_time=datetime.utcnow()
|
|
)
|
|
|
|
|
|
def new_session(name: Optional[str] = None) -> TracerSessionV1:
|
|
"""Create a new tracing session."""
|
|
return TracerSessionV1(
|
|
id=TEST_SESSION_ID, name=name or "default", start_time=datetime.utcnow()
|
|
)
|
|
|
|
|
|
def _persist_session(session: TracerSessionV1Base) -> TracerSessionV1:
|
|
"""Persist a tracing session."""
|
|
return TracerSessionV1(**{**session.dict(), "id": TEST_SESSION_ID})
|
|
|
|
|
|
def load_default_session() -> TracerSessionV1:
|
|
"""Load a tracing session."""
|
|
return TracerSessionV1(
|
|
id=TEST_SESSION_ID, name="default", start_time=datetime.utcnow()
|
|
)
|
|
|
|
|
|
@pytest.fixture
|
|
def lang_chain_tracer_v1(monkeypatch: pytest.MonkeyPatch) -> LangChainTracerV1:
|
|
monkeypatch.setenv("LANGCHAIN_TENANT_ID", "test-tenant-id")
|
|
monkeypatch.setenv("LANGCHAIN_ENDPOINT", "http://test-endpoint.com")
|
|
monkeypatch.setenv("LANGCHAIN_API_KEY", "foo")
|
|
tracer = LangChainTracerV1()
|
|
return tracer
|
|
|
|
|
|
class FakeTracer(BaseTracer):
|
|
"""Fake tracer that records LangChain execution."""
|
|
|
|
def __init__(self) -> None:
|
|
"""Initialize the tracer."""
|
|
super().__init__()
|
|
self.runs: List[Union[LLMRun, ChainRun, ToolRun]] = []
|
|
|
|
def _persist_run(self, run: Union[Run, LLMRun, ChainRun, ToolRun]) -> None:
|
|
"""Persist a run."""
|
|
if isinstance(run, Run):
|
|
with pytest.MonkeyPatch().context() as m:
|
|
m.setenv("LANGCHAIN_TENANT_ID", "test-tenant-id")
|
|
m.setenv("LANGCHAIN_ENDPOINT", "http://test-endpoint.com")
|
|
m.setenv("LANGCHAIN_API_KEY", "foo")
|
|
tracer = LangChainTracerV1()
|
|
tracer.load_default_session = load_default_session # type: ignore
|
|
run = tracer._convert_to_v1_run(run)
|
|
self.runs.append(run)
|
|
|
|
def _persist_session(self, session: TracerSessionV1Base) -> TracerSessionV1:
|
|
"""Persist a tracing session."""
|
|
return _persist_session(session)
|
|
|
|
def new_session(self, name: Optional[str] = None) -> TracerSessionV1:
|
|
"""Create a new tracing session."""
|
|
return new_session(name)
|
|
|
|
def load_session(self, session_name: str) -> TracerSessionV1:
|
|
"""Load a tracing session."""
|
|
return load_session(session_name)
|
|
|
|
def load_default_session(self) -> TracerSessionV1:
|
|
"""Load a tracing session."""
|
|
return load_default_session()
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_llm_run() -> None:
|
|
"""Test tracer on an LLM run."""
|
|
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={"name": "llm"},
|
|
prompts=[],
|
|
response=LLMResult(generations=[[]]),
|
|
session_id=TEST_SESSION_ID,
|
|
error=None,
|
|
)
|
|
tracer = FakeTracer()
|
|
|
|
tracer.new_session()
|
|
tracer.on_llm_start(serialized={"name": "llm"}, prompts=[], run_id=uuid)
|
|
tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=uuid)
|
|
assert tracer.runs == [compare_run]
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_chat_model_run() -> None:
|
|
"""Test tracer on a Chat Model run."""
|
|
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={"name": "chat_model"},
|
|
prompts=[""],
|
|
response=LLMResult(generations=[[]]),
|
|
session_id=TEST_SESSION_ID,
|
|
error=None,
|
|
)
|
|
tracer = FakeTracer()
|
|
|
|
tracer.new_session()
|
|
manager = CallbackManager(handlers=[tracer])
|
|
run_manager = manager.on_chat_model_start(
|
|
serialized={"name": "chat_model"}, messages=[[]], run_id=uuid
|
|
)
|
|
run_manager.on_llm_end(response=LLMResult(generations=[[]]))
|
|
assert tracer.runs == [compare_run]
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_llm_run_errors_no_start() -> None:
|
|
"""Test tracer on an LLM run without a start."""
|
|
tracer = FakeTracer()
|
|
|
|
tracer.new_session()
|
|
with pytest.raises(TracerException):
|
|
tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=uuid4())
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_multiple_llm_runs() -> None:
|
|
"""Test the tracer with multiple runs."""
|
|
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={"name": "llm"},
|
|
prompts=[],
|
|
response=LLMResult(generations=[[]]),
|
|
session_id=TEST_SESSION_ID,
|
|
error=None,
|
|
)
|
|
tracer = FakeTracer()
|
|
|
|
tracer.new_session()
|
|
num_runs = 10
|
|
for _ in range(num_runs):
|
|
tracer.on_llm_start(serialized={"name": "llm"}, prompts=[], run_id=uuid)
|
|
tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=uuid)
|
|
|
|
assert tracer.runs == [compare_run] * num_runs
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_chain_run() -> None:
|
|
"""Test tracer on a Chain run."""
|
|
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={},
|
|
session_id=TEST_SESSION_ID,
|
|
error=None,
|
|
)
|
|
tracer = FakeTracer()
|
|
|
|
tracer.new_session()
|
|
tracer.on_chain_start(serialized={"name": "chain"}, inputs={}, run_id=uuid)
|
|
tracer.on_chain_end(outputs={}, run_id=uuid)
|
|
assert tracer.runs == [compare_run]
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_tool_run() -> None:
|
|
"""Test tracer on a Tool run."""
|
|
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="test",
|
|
action="{'name': 'tool'}",
|
|
session_id=TEST_SESSION_ID,
|
|
error=None,
|
|
)
|
|
tracer = FakeTracer()
|
|
|
|
tracer.new_session()
|
|
tracer.on_tool_start(serialized={"name": "tool"}, input_str="test", run_id=uuid)
|
|
tracer.on_tool_end("test", run_id=uuid)
|
|
assert tracer.runs == [compare_run]
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_nested_run() -> None:
|
|
"""Test tracer on a nested run."""
|
|
tracer = FakeTracer()
|
|
tracer.new_session()
|
|
|
|
chain_uuid = uuid4()
|
|
tool_uuid = uuid4()
|
|
llm_uuid1 = uuid4()
|
|
llm_uuid2 = uuid4()
|
|
for _ in range(10):
|
|
tracer.on_chain_start(
|
|
serialized={"name": "chain"}, inputs={}, run_id=chain_uuid
|
|
)
|
|
tracer.on_tool_start(
|
|
serialized={"name": "tool"},
|
|
input_str="test",
|
|
run_id=tool_uuid,
|
|
parent_run_id=chain_uuid,
|
|
)
|
|
tracer.on_llm_start(
|
|
serialized={"name": "llm"},
|
|
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={"name": "llm"},
|
|
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={"name": "llm"},
|
|
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={"name": "llm"},
|
|
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={"name": "llm"},
|
|
prompts=[],
|
|
response=None,
|
|
session_id=TEST_SESSION_ID,
|
|
error=repr(exception),
|
|
)
|
|
tracer = FakeTracer()
|
|
|
|
tracer.new_session()
|
|
tracer.on_llm_start(serialized={"name": "llm"}, prompts=[], run_id=uuid)
|
|
tracer.on_llm_error(exception, run_id=uuid)
|
|
assert tracer.runs == [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)
|
|
assert tracer.runs == [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)
|
|
assert tracer.runs == [compare_run]
|
|
|
|
|
|
@freeze_time("2023-01-01")
|
|
def test_tracer_nested_runs_on_error() -> None:
|
|
"""Test tracer on a nested run with an error."""
|
|
exception = Exception("test")
|
|
|
|
tracer = FakeTracer()
|
|
tracer.new_session()
|
|
chain_uuid = uuid4()
|
|
tool_uuid = uuid4()
|
|
llm_uuid1 = uuid4()
|
|
llm_uuid2 = uuid4()
|
|
llm_uuid3 = uuid4()
|
|
|
|
for _ in range(3):
|
|
tracer.on_chain_start(
|
|
serialized={"name": "chain"}, inputs={}, run_id=chain_uuid
|
|
)
|
|
tracer.on_llm_start(
|
|
serialized={"name": "llm"},
|
|
prompts=[],
|
|
run_id=llm_uuid1,
|
|
parent_run_id=chain_uuid,
|
|
)
|
|
tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=llm_uuid1)
|
|
tracer.on_llm_start(
|
|
serialized={"name": "llm"},
|
|
prompts=[],
|
|
run_id=llm_uuid2,
|
|
parent_run_id=chain_uuid,
|
|
)
|
|
tracer.on_llm_end(response=LLMResult(generations=[[]]), run_id=llm_uuid2)
|
|
tracer.on_tool_start(
|
|
serialized={"name": "tool"},
|
|
input_str="test",
|
|
run_id=tool_uuid,
|
|
parent_run_id=chain_uuid,
|
|
)
|
|
tracer.on_llm_start(
|
|
serialized={"name": "llm"},
|
|
prompts=[],
|
|
run_id=llm_uuid3,
|
|
parent_run_id=tool_uuid,
|
|
)
|
|
tracer.on_llm_error(exception, run_id=llm_uuid3)
|
|
tracer.on_tool_error(exception, run_id=tool_uuid)
|
|
tracer.on_chain_error(exception, run_id=chain_uuid)
|
|
|
|
compare_run = ChainRun(
|
|
uuid=str(chain_uuid),
|
|
start_time=datetime.utcnow(),
|
|
end_time=datetime.utcnow(),
|
|
extra={},
|
|
execution_order=1,
|
|
child_execution_order=5,
|
|
serialized={"name": "chain"},
|
|
session_id=TEST_SESSION_ID,
|
|
error=repr(exception),
|
|
inputs={},
|
|
outputs=None,
|
|
child_llm_runs=[
|
|
LLMRun(
|
|
uuid=str(llm_uuid1),
|
|
parent_uuid=str(chain_uuid),
|
|
start_time=datetime.utcnow(),
|
|
end_time=datetime.utcnow(),
|
|
extra={},
|
|
execution_order=2,
|
|
child_execution_order=2,
|
|
serialized={"name": "llm"},
|
|
session_id=TEST_SESSION_ID,
|
|
error=None,
|
|
prompts=[],
|
|
response=LLMResult(generations=[[]], llm_output=None),
|
|
),
|
|
LLMRun(
|
|
uuid=str(llm_uuid2),
|
|
parent_uuid=str(chain_uuid),
|
|
start_time=datetime.utcnow(),
|
|
end_time=datetime.utcnow(),
|
|
extra={},
|
|
execution_order=3,
|
|
child_execution_order=3,
|
|
serialized={"name": "llm"},
|
|
session_id=TEST_SESSION_ID,
|
|
error=None,
|
|
prompts=[],
|
|
response=LLMResult(generations=[[]], llm_output=None),
|
|
),
|
|
],
|
|
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=4,
|
|
child_execution_order=5,
|
|
serialized={"name": "tool"},
|
|
session_id=TEST_SESSION_ID,
|
|
error=repr(exception),
|
|
tool_input="test",
|
|
output=None,
|
|
action="{'name': 'tool'}",
|
|
child_llm_runs=[
|
|
LLMRun(
|
|
uuid=str(llm_uuid3),
|
|
parent_uuid=str(tool_uuid),
|
|
start_time=datetime.utcnow(),
|
|
end_time=datetime.utcnow(),
|
|
extra={},
|
|
execution_order=5,
|
|
child_execution_order=5,
|
|
serialized={"name": "llm"},
|
|
session_id=TEST_SESSION_ID,
|
|
error=repr(exception),
|
|
prompts=[],
|
|
response=None,
|
|
)
|
|
],
|
|
child_chain_runs=[],
|
|
child_tool_runs=[],
|
|
),
|
|
],
|
|
)
|
|
assert tracer.runs == [compare_run] * 3
|
|
|
|
|
|
@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=RunTypeEnum.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=RunTypeEnum.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=RunTypeEnum.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
|