autogen/test/agentchat/test_agent_file_logging.py

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import json
import os
import sys
import tempfile
import uuid
AgentOps Runtime Logging Implementation (#2682) * add agentops req * track conversable agents with agentops * track tool usage * track message sending * remove record from parent * remove record * simple example * notebook example * remove spacing change * optional dependency * documentation * remove extra import * optional import * record if agentops * if agentops * wrap function auto name * install agentops before notebook test * documentation fixes * notebook metadata * notebook metadata * pre-commit hook changes * doc link fixes * git lfs * autogen tag * bump agentops version * log tool events * notebook fixes * docs * formatting * Updated ecosystem manual * Update notebook for clarity * cleaned up notebook * updated precommit recommendations * Fixed links to screenshots and examples * removed unused files * changed notebook hyperlink * update docusaurus link path * reverted setup.py * change setup again * undo changes * revert conversable agent * removed file not in branch * Updated notebook to look nicer * change letter * revert setup * revert setup again * change ref link * change reflink * remove optional dependency * removed duplicated section * Addressed clarity commetns from howard * minor updates to wording * formatting and pr fixes * added info markdown cell * better docs * notebook * observability docs * pre-commit fixes * example images in notebook * example images in docs * example images in docs * delete agentops ong * doc updates * docs updates * docs updates * use agent as extra_kwarg * add logging tests * pass function properly * create table * dummy function name * log chat completion source name * safe serialize * test fixes * formatting * type checks --------- Co-authored-by: reibs <areibman@gmail.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com> Co-authored-by: Howard Gil <howardbgil@gmail.com> Co-authored-by: Alex Reibman <meta.alex.r@gmail.com>
2024-06-06 23:01:03 -07:00
from typing import Any, Callable
import pytest
sys.path.append(os.path.join(os.path.dirname(__file__), ".."))
sys.path.append(os.path.join(os.path.dirname(__file__), "../.."))
from conftest import skip_openai # noqa: E402
from test_assistant_agent import KEY_LOC, OAI_CONFIG_LIST # noqa: E402
import autogen
import autogen.runtime_logging
from autogen.logger.file_logger import FileLogger
is_windows = sys.platform.startswith("win")
AgentOps Runtime Logging Implementation (#2682) * add agentops req * track conversable agents with agentops * track tool usage * track message sending * remove record from parent * remove record * simple example * notebook example * remove spacing change * optional dependency * documentation * remove extra import * optional import * record if agentops * if agentops * wrap function auto name * install agentops before notebook test * documentation fixes * notebook metadata * notebook metadata * pre-commit hook changes * doc link fixes * git lfs * autogen tag * bump agentops version * log tool events * notebook fixes * docs * formatting * Updated ecosystem manual * Update notebook for clarity * cleaned up notebook * updated precommit recommendations * Fixed links to screenshots and examples * removed unused files * changed notebook hyperlink * update docusaurus link path * reverted setup.py * change setup again * undo changes * revert conversable agent * removed file not in branch * Updated notebook to look nicer * change letter * revert setup * revert setup again * change ref link * change reflink * remove optional dependency * removed duplicated section * Addressed clarity commetns from howard * minor updates to wording * formatting and pr fixes * added info markdown cell * better docs * notebook * observability docs * pre-commit fixes * example images in notebook * example images in docs * example images in docs * delete agentops ong * doc updates * docs updates * docs updates * use agent as extra_kwarg * add logging tests * pass function properly * create table * dummy function name * log chat completion source name * safe serialize * test fixes * formatting * type checks --------- Co-authored-by: reibs <areibman@gmail.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com> Co-authored-by: Howard Gil <howardbgil@gmail.com> Co-authored-by: Alex Reibman <meta.alex.r@gmail.com>
2024-06-06 23:01:03 -07:00
def dummy_function(param1: str, param2: int) -> Any:
return param1 * param2
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
@pytest.fixture
def logger() -> FileLogger:
current_dir = os.path.dirname(os.path.abspath(__file__))
with tempfile.TemporaryDirectory(dir=current_dir) as temp_dir:
log_file = os.path.join(temp_dir, "test_log.log")
config = {"filename": log_file}
logger = FileLogger(config)
yield logger
logger.stop()
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
def test_start(logger: FileLogger):
session_id = logger.start()
assert isinstance(session_id, str)
assert len(session_id) == 36
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
def test_log_chat_completion(logger: FileLogger):
invocation_id = uuid.uuid4()
client_id = 123456789
wrapper_id = 987654321
request = {"messages": [{"content": "Test message", "role": "user"}]}
response = "Test response"
is_cached = 0
cost = 0.5
start_time = "2024-05-06 15:20:21.263231"
AgentOps Runtime Logging Implementation (#2682) * add agentops req * track conversable agents with agentops * track tool usage * track message sending * remove record from parent * remove record * simple example * notebook example * remove spacing change * optional dependency * documentation * remove extra import * optional import * record if agentops * if agentops * wrap function auto name * install agentops before notebook test * documentation fixes * notebook metadata * notebook metadata * pre-commit hook changes * doc link fixes * git lfs * autogen tag * bump agentops version * log tool events * notebook fixes * docs * formatting * Updated ecosystem manual * Update notebook for clarity * cleaned up notebook * updated precommit recommendations * Fixed links to screenshots and examples * removed unused files * changed notebook hyperlink * update docusaurus link path * reverted setup.py * change setup again * undo changes * revert conversable agent * removed file not in branch * Updated notebook to look nicer * change letter * revert setup * revert setup again * change ref link * change reflink * remove optional dependency * removed duplicated section * Addressed clarity commetns from howard * minor updates to wording * formatting and pr fixes * added info markdown cell * better docs * notebook * observability docs * pre-commit fixes * example images in notebook * example images in docs * example images in docs * delete agentops ong * doc updates * docs updates * docs updates * use agent as extra_kwarg * add logging tests * pass function properly * create table * dummy function name * log chat completion source name * safe serialize * test fixes * formatting * type checks --------- Co-authored-by: reibs <areibman@gmail.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com> Co-authored-by: Howard Gil <howardbgil@gmail.com> Co-authored-by: Alex Reibman <meta.alex.r@gmail.com>
2024-06-06 23:01:03 -07:00
agent = autogen.AssistantAgent(name="TestAgent", code_execution_config=False)
logger.log_chat_completion(
invocation_id=invocation_id,
client_id=client_id,
wrapper_id=wrapper_id,
request=request,
response=response,
is_cached=is_cached,
cost=cost,
start_time=start_time,
source=agent,
)
with open(logger.log_file, "r") as f:
lines = f.readlines()
assert len(lines) == 1
log_data = json.loads(lines[0])
assert log_data["invocation_id"] == str(invocation_id)
assert log_data["client_id"] == client_id
assert log_data["wrapper_id"] == wrapper_id
assert log_data["response"] == response
assert log_data["is_cached"] == is_cached
assert log_data["cost"] == cost
assert log_data["start_time"] == start_time
AgentOps Runtime Logging Implementation (#2682) * add agentops req * track conversable agents with agentops * track tool usage * track message sending * remove record from parent * remove record * simple example * notebook example * remove spacing change * optional dependency * documentation * remove extra import * optional import * record if agentops * if agentops * wrap function auto name * install agentops before notebook test * documentation fixes * notebook metadata * notebook metadata * pre-commit hook changes * doc link fixes * git lfs * autogen tag * bump agentops version * log tool events * notebook fixes * docs * formatting * Updated ecosystem manual * Update notebook for clarity * cleaned up notebook * updated precommit recommendations * Fixed links to screenshots and examples * removed unused files * changed notebook hyperlink * update docusaurus link path * reverted setup.py * change setup again * undo changes * revert conversable agent * removed file not in branch * Updated notebook to look nicer * change letter * revert setup * revert setup again * change ref link * change reflink * remove optional dependency * removed duplicated section * Addressed clarity commetns from howard * minor updates to wording * formatting and pr fixes * added info markdown cell * better docs * notebook * observability docs * pre-commit fixes * example images in notebook * example images in docs * example images in docs * delete agentops ong * doc updates * docs updates * docs updates * use agent as extra_kwarg * add logging tests * pass function properly * create table * dummy function name * log chat completion source name * safe serialize * test fixes * formatting * type checks --------- Co-authored-by: reibs <areibman@gmail.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com> Co-authored-by: Howard Gil <howardbgil@gmail.com> Co-authored-by: Alex Reibman <meta.alex.r@gmail.com>
2024-06-06 23:01:03 -07:00
assert log_data["source_name"] == "TestAgent"
assert isinstance(log_data["thread_id"], int)
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
def test_log_function_use(logger: FileLogger):
source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False)
func: Callable[[str, int], Any] = dummy_function
args = {"foo": "bar"}
returns = True
logger.log_function_use(source=source, function=func, args=args, returns=returns)
with open(logger.log_file, "r") as f:
lines = f.readlines()
assert len(lines) == 1
log_data = json.loads(lines[0])
assert log_data["source_name"] == "TestAgent"
assert log_data["input_args"] == json.dumps(args)
assert log_data["returns"] == json.dumps(returns)
assert isinstance(log_data["thread_id"], int)
class TestWrapper:
def __init__(self, init_args):
self.init_args = init_args
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
def test_log_new_agent(logger: FileLogger):
agent = autogen.UserProxyAgent(name="user_proxy", code_execution_config=False)
logger.log_new_agent(agent)
with open(logger.log_file, "r") as f:
lines = f.readlines()
log_data = json.loads(lines[0]) # the first line is the session id
assert log_data["agent_name"] == "user_proxy"
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
def test_log_event(logger: FileLogger):
source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False)
name = "TestEvent"
kwargs = {"key": "value"}
logger.log_event(source, name, **kwargs)
with open(logger.log_file, "r") as f:
lines = f.readlines()
log_data = json.loads(lines[0])
assert log_data["source_name"] == "TestAgent"
assert log_data["event_name"] == name
assert log_data["json_state"] == json.dumps(kwargs)
assert isinstance(log_data["thread_id"], int)
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
def test_log_new_wrapper(logger: FileLogger):
wrapper = TestWrapper(init_args={"foo": "bar"})
logger.log_new_wrapper(wrapper, wrapper.init_args)
with open(logger.log_file, "r") as f:
lines = f.readlines()
log_data = json.loads(lines[0])
assert log_data["wrapper_id"] == id(wrapper)
assert log_data["json_state"] == json.dumps(wrapper.init_args)
assert isinstance(log_data["thread_id"], int)
@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows")
def test_log_new_client(logger: FileLogger):
client = autogen.UserProxyAgent(name="user_proxy", code_execution_config=False)
wrapper = TestWrapper(init_args={"foo": "bar"})
init_args = {"foo": "bar"}
logger.log_new_client(client, wrapper, init_args)
with open(logger.log_file, "r") as f:
lines = f.readlines()
log_data = json.loads(lines[0])
assert log_data["client_id"] == id(client)
assert log_data["wrapper_id"] == id(wrapper)
assert log_data["json_state"] == json.dumps(init_args)
assert isinstance(log_data["thread_id"], int)