app_test.py

import os
import datetime
from unittest.mock import patch
from streamlit.testing.v1 import AppTest
from openai.types.chat import ChatCompletionMessage
from openai.types.chat.chat_completion import ChatCompletion, Choice


# See https://github.com/openai/openai-python/issues/715#issuecomment-1809203346
def create_chat_completion(response: str, role: str = "assistant") -> ChatCompletion:
    return ChatCompletion(
        id="foo",
        model="gpt-3.5-turbo",
        object="chat.completion",
        choices=[
            Choice(
                finish_reason="stop",
                index=0,
                message=ChatCompletionMessage(
                    content=response,
                    role=role,
                ),
            )
        ],
        created=int(datetime.datetime.now().timestamp()),
    )


@patch("openai.resources.chat.Completions.create")
def test_Chatbot(openai_create):
    at = AppTest.from_file("Chatbot.py").run()
    assert not at.exception
    at.chat_input[0].set_value("Do you know any jokes?").run()
    assert at.info[0].value == "Please add your OpenAI API key to continue."

    JOKE = "Why did the chicken cross the road? To get to the other side."
    openai_create.return_value = create_chat_completion(JOKE)
    at.text_input(key="chatbot_api_key").set_value("sk-...")
    at.chat_input[0].set_value("Do you know any jokes?").run()
    print(at)
    assert at.chat_message[1].markdown[0].value == "Do you know any jokes?"
    assert at.chat_message[2].markdown[0].value == JOKE
    assert at.chat_message[2].avatar == "assistant"
    assert not at.exception


@patch("langchain.llm.OpenAI.__call__")
def test_Langchain_Quickstart(langchain_llm):
    at = AppTest.from_file("pages/3_Langchain_Quickstart.py").run()
    assert at.info[0].value == "Please add your OpenAI API key to continue."

    RESPONSE = "1. The best way to learn how to code is by practicing..."
    langchain_llm.return_value = RESPONSE
    api_key = os.getenv('CHATBOT_API_KEY', 'default_api_key_if_none_found')
    at.text_input(key="chatbot_api_key").set_value(api_key)
    print(at)
    assert at.info[0].value == RESPONSE

    # at.sidebar.text_input[0].set_value("sk-...")
    # at.button[0].set_value(True).run()