litellm/tests/local_testing/test_promptlayer_integration.py

116 lines
3.2 KiB
Python

import sys
import os
import io
sys.path.insert(0, os.path.abspath("../.."))
from litellm import completion
import litellm
import pytest
import time
# def test_promptlayer_logging():
# try:
# # Redirect stdout
# old_stdout = sys.stdout
# sys.stdout = new_stdout = io.StringIO()
# response = completion(model="claude-instant-1.2",
# messages=[{
# "role": "user",
# "content": "Hi 👋 - i'm claude"
# }])
# # Restore stdout
# time.sleep(1)
# sys.stdout = old_stdout
# output = new_stdout.getvalue().strip()
# print(output)
# if "LiteLLM: Prompt Layer Logging: success" not in output:
# raise Exception("Required log message not found!")
# except Exception as e:
# print(e)
# test_promptlayer_logging()
@pytest.mark.skip(
reason="this works locally but fails on ci/cd since ci/cd is not reading the stdout correctly"
)
def test_promptlayer_logging_with_metadata():
try:
# Redirect stdout
old_stdout = sys.stdout
sys.stdout = new_stdout = io.StringIO()
litellm.set_verbose = True
litellm.success_callback = ["promptlayer"]
response = completion(
model="gpt-3.5-turbo",
messages=[{"role": "user", "content": "Hi 👋 - i'm ai21"}],
temperature=0.2,
max_tokens=20,
metadata={"model": "ai21"},
)
# Restore stdout
time.sleep(1)
sys.stdout = old_stdout
output = new_stdout.getvalue().strip()
print(output)
assert "Prompt Layer Logging: success" in output
except Exception as e:
pytest.fail(f"Error occurred: {e}")
@pytest.mark.skip(
reason="this works locally but fails on ci/cd since ci/cd is not reading the stdout correctly"
)
def test_promptlayer_logging_with_metadata_tags():
try:
# Redirect stdout
litellm.set_verbose = True
litellm.success_callback = ["promptlayer"]
old_stdout = sys.stdout
sys.stdout = new_stdout = io.StringIO()
response = completion(
model="gpt-3.5-turbo",
messages=[{"role": "user", "content": "Hi 👋 - i'm ai21"}],
temperature=0.2,
max_tokens=20,
metadata={"model": "ai21", "pl_tags": ["env:dev"]},
mock_response="this is a mock response",
)
# Restore stdout
time.sleep(1)
sys.stdout = old_stdout
output = new_stdout.getvalue().strip()
print(output)
assert "Prompt Layer Logging: success" in output
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# def test_chat_openai():
# try:
# response = completion(model="replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1",
# messages=[{
# "role": "user",
# "content": "Hi 👋 - i'm openai"
# }])
# print(response)
# except Exception as e:
# print(e)
# test_chat_openai()