test - team based logging

This commit is contained in:
Ishaan Jaff 2024-04-15 13:13:51 -07:00
parent e28120a7cc
commit 464d812fa9

172
tests/test_team_logging.py Normal file
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# What this tests ?
## Tests /models and /model/* endpoints
import pytest
import asyncio
import aiohttp
import os
import dotenv
from dotenv import load_dotenv
load_dotenv()
async def generate_key(session, models=[], team_id=None):
url = "http://0.0.0.0:4000/key/generate"
headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
data = {
"models": models,
"duration": None,
"team_id": team_id,
}
async with session.post(url, headers=headers, json=data) as response:
status = response.status
response_text = await response.text()
print(response_text)
print()
if status != 200:
raise Exception(f"Request did not return a 200 status code: {status}")
return await response.json()
async def chat_completion(session, key, model="azure-gpt-3.5", request_metadata=None):
url = "http://0.0.0.0:4000/chat/completions"
headers = {
"Authorization": f"Bearer {key}",
"Content-Type": "application/json",
}
data = {
"model": model,
"messages": [
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "Hello!"},
],
"metadata": request_metadata,
}
print("data sent in test=", data)
async with session.post(url, headers=headers, json=data) as response:
status = response.status
response_text = await response.text()
print(response_text)
print()
if status != 200:
raise Exception(f"Request did not return a 200 status code: {status}")
@pytest.mark.asyncio
async def test_team_logging():
"""
-> Team 1 logs to project 1
-> Create Key
-> Make chat/completions call
-> Fetch logs from langfuse
"""
try:
async with aiohttp.ClientSession() as session:
key = await generate_key(
session, models=["fake-openai-endpoint"], team_id="team-1"
) # team-1 logs to project 1
import uuid
_trace_id = f"trace-{uuid.uuid4()}"
_request_metadata = {
"trace_id": _trace_id,
}
await chat_completion(
session,
key["key"],
model="fake-openai-endpoint",
request_metadata=_request_metadata,
)
# Test - if the logs were sent to the correct team on langfuse
import langfuse
langfuse_client = langfuse.Langfuse(
public_key=os.getenv("LANGFUSE_PROJECT1_PUBLIC"),
secret_key=os.getenv("LANGFUSE_PROJECT1_SECRET"),
)
await asyncio.sleep(10)
print(f"searching for trace_id={_trace_id} on langfuse")
generations = langfuse_client.get_generations(trace_id=_trace_id).data
print(generations)
assert len(generations) == 2
except Exception as e:
print(e)
@pytest.mark.asyncio
async def test_team_2logging():
"""
-> Team 1 logs to project 2
-> Create Key
-> Make chat/completions call
-> Fetch logs from langfuse
"""
try:
async with aiohttp.ClientSession() as session:
key = await generate_key(
session, models=["fake-openai-endpoint"], team_id="team-2"
) # team-1 logs to project 1
import uuid
_trace_id = f"trace-{uuid.uuid4()}"
_request_metadata = {
"trace_id": _trace_id,
}
await chat_completion(
session,
key["key"],
model="fake-openai-endpoint",
request_metadata=_request_metadata,
)
# Test - if the logs were sent to the correct team on langfuse
import langfuse
langfuse_client = langfuse.Langfuse(
public_key=os.getenv("LANGFUSE_PROJECT2_PUBLIC"),
secret_key=os.getenv("LANGFUSE_PROJECT2_SECRET"),
)
await asyncio.sleep(10)
print(f"searching for trace_id={_trace_id} on langfuse")
generations = langfuse_client.get_generations(trace_id=_trace_id).data
print("Team 2 generations", generations)
# team-2 should have 1 generation with this trace id
assert len(generations) == 1
# team-1 should have 0 generations with this trace id
langfuse_client_1 = langfuse.Langfuse(
public_key=os.getenv("LANGFUSE_PROJECT1_PUBLIC"),
secret_key=os.getenv("LANGFUSE_PROJECT1_SECRET"),
)
generations_team_1 = langfuse_client_1.get_generations(
trace_id=_trace_id
).data
print("Team 1 generations", generations_team_1)
assert len(generations_team_1) == 0
except Exception as e:
print(e)